diff --git a/.github/workflows/publish-openbb-imf.yml b/.github/workflows/publish-openbb-imf.yml
new file mode 100644
index 00000000000..a0dde4afc7b
--- /dev/null
+++ b/.github/workflows/publish-openbb-imf.yml
@@ -0,0 +1,190 @@
+name: ๐ฆ publish openbb-imf
+
+# Triggers exclusively on the merge of a ``release/openbb-imf-v*`` branch
+# into ``develop``. No push / tag triggers. Three sequential jobs โ
+# build once, test the built artifact across the full cross-platform
+# matrix, and only publish to PyPI if the entire matrix is green.
+
+on:
+ pull_request:
+ types: [closed]
+ branches: [develop, v5]
+ workflow_dispatch:
+
+permissions:
+ contents: read
+
+jobs:
+ version-check:
+ name: Verify version bump
+ if: ${{ (github.event_name == 'pull_request' && github.event.pull_request.merged == true && startsWith(github.event.pull_request.head.ref, 'release/openbb-imf-v')) || github.event_name == 'workflow_dispatch' }}
+ runs-on: ubuntu-latest
+ outputs:
+ version: ${{ steps.parse.outputs.version }}
+ defaults:
+ run:
+ shell: bash
+ working-directory: openbb_platform/providers/imf
+ steps:
+ - uses: actions/checkout@v6
+ with:
+ ref: develop
+
+ - name: Parse [project].version from pyproject.toml
+ id: parse
+ run: |
+ VERSION=$(grep -m1 -E '^version[[:space:]]*=' pyproject.toml | sed -E 's/^version[[:space:]]*=[[:space:]]*"([^"]+)".*/\1/')
+ if [ -z "$VERSION" ]; then
+ echo "::error::Could not parse [project].version from pyproject.toml."
+ exit 1
+ fi
+ echo "Local version: $VERSION"
+ echo "version=$VERSION" >> "$GITHUB_OUTPUT"
+
+ - name: Fail if version already exists on PyPI
+ env:
+ VERSION: ${{ steps.parse.outputs.version }}
+ run: |
+ STATUS=$(curl -sS -o /dev/null -w "%{http_code}" "https://pypi.org/pypi/openbb-imf/${VERSION}/json")
+ case "$STATUS" in
+ 200)
+ echo "::error::openbb-imf ${VERSION} is already published on PyPI."
+ echo "Bump openbb_platform/providers/imf/pyproject.toml [project].version and re-merge a fresh release branch."
+ exit 1
+ ;;
+ 404)
+ echo "openbb-imf ${VERSION} is not yet on PyPI โ proceeding."
+ ;;
+ *)
+ echo "::error::Unexpected status $STATUS from PyPI JSON API. Aborting to avoid a silent skip."
+ exit 1
+ ;;
+ esac
+
+ - name: Verify release branch name matches pyproject version
+ if: github.event_name == 'pull_request'
+ env:
+ VERSION: ${{ steps.parse.outputs.version }}
+ BRANCH: ${{ github.event.pull_request.head.ref }}
+ run: |
+ EXPECTED="release/openbb-imf-v${VERSION}"
+ if [ "$BRANCH" != "$EXPECTED" ]; then
+ echo "::error::Release branch '${BRANCH}' does not match pyproject version '${VERSION}'."
+ echo "Expected branch name: '${EXPECTED}'."
+ echo "Either rename the release branch or update [project].version in pyproject.toml so they agree."
+ exit 1
+ fi
+ echo "Branch '${BRANCH}' matches pyproject version '${VERSION}'."
+
+ build:
+ name: Build sdist + wheel
+ needs: version-check
+ runs-on: ubuntu-latest
+ defaults:
+ run:
+ shell: bash
+ working-directory: openbb_platform/providers/imf
+ steps:
+ - uses: actions/checkout@v6
+ with:
+ ref: develop
+
+ - uses: actions/setup-python@v6
+ with:
+ python-version: "3.11"
+
+ - run: python -m pip install --upgrade pip uv
+
+ - name: Restore IMF SDMX cache (warming pool for PR workflow)
+ uses: actions/cache@v4
+ with:
+ path: openbb_platform/providers/imf/openbb_imf/assets/imf_cache.json.xz
+ key: imf-sdmx-${{ hashFiles('openbb_platform/providers/imf/openbb_imf/utils/generate_cache.py') }}
+
+ - name: Build sdist + wheel (fresh IMF cache)
+ env:
+ OPENBB_IMF_FORCE_CACHE_REBUILD: "1"
+ run: uv build --no-sources
+
+ - uses: actions/upload-artifact@v4
+ with:
+ name: openbb-imf-dist
+ path: openbb_platform/providers/imf/dist/
+ if-no-files-found: error
+ retention-days: 7
+
+ test:
+ name: Test (${{ matrix.os }} / Python ${{ matrix.python_version }})
+ needs: build
+ strategy:
+ fail-fast: false
+ matrix:
+ include:
+ # Linux: full sweep across every released Python.
+ - { os: ubuntu-latest, python_version: "3.10" }
+ - { os: ubuntu-latest, python_version: "3.11" }
+ - { os: ubuntu-latest, python_version: "3.12" }
+ - { os: ubuntu-latest, python_version: "3.13" }
+ - { os: ubuntu-latest, python_version: "3.14" }
+ # macOS + Windows: min and max supported.
+ - { os: macos-latest, python_version: "3.10" }
+ - { os: macos-latest, python_version: "3.14" }
+ - { os: windows-latest, python_version: "3.10" }
+ - { os: windows-latest, python_version: "3.14" }
+ runs-on: ${{ matrix.os }}
+ defaults:
+ run:
+ shell: bash
+ working-directory: openbb_platform/providers/imf
+ steps:
+ - uses: actions/checkout@v6
+ with:
+ ref: develop
+
+ - uses: actions/setup-python@v6
+ with:
+ python-version: ${{ matrix.python_version }}
+ allow-prereleases: true
+
+ - uses: actions/download-artifact@v4
+ with:
+ name: openbb-imf-dist
+ path: openbb_platform/providers/imf/dist
+
+ - run: python -m pip install --upgrade pip uv
+
+ - name: Install dependencies then openbb-imf wheel
+ # ``openbb-core>=2.0.0`` and ``openbb-charting>=2.5.1`` aren't on
+ # PyPI yet โ install them from sibling source trees first so
+ # the wheel's pinned deps resolve. ``--group dev`` brings in
+ # pytest / pytest-asyncio / pytest-cov / pytest-recorder.
+ run: |
+ uv pip install --system ../../core
+ uv pip install --system ../../obbject_extensions/charting
+ uv pip install --system --group dev
+ uv pip install --system dist/openbb_imf-*.whl
+
+ - name: Test the installed wheel
+ # Remove the local ``openbb_imf/`` source so pytest imports the
+ # package from site-packages โ i.e., the EXACT wheel that's
+ # about to be uploaded to PyPI. This is a release pipeline;
+ # the source tree can't be allowed to shadow the artifact.
+ run: |
+ rm -rf openbb_imf
+ pytest tests --cov=openbb_imf --cov-report=term-missing
+
+ publish:
+ name: Publish to PyPI
+ needs: test
+ runs-on: ubuntu-latest
+ permissions:
+ id-token: write # required for PyPI OIDC trusted publishing
+ steps:
+ - uses: actions/download-artifact@v4
+ with:
+ name: openbb-imf-dist
+ path: dist
+
+ - uses: pypa/gh-action-pypi-publish@release/v1
+ with:
+ packages-dir: dist
diff --git a/.github/workflows/test-unit-openbb-imf.yml b/.github/workflows/test-unit-openbb-imf.yml
new file mode 100644
index 00000000000..896bf2d1397
--- /dev/null
+++ b/.github/workflows/test-unit-openbb-imf.yml
@@ -0,0 +1,185 @@
+name: ๐งช test openbb-imf
+
+# PR-test for the IMF provider. Triggers when a PR touches any file
+# under ``openbb_platform/providers/imf/`` or this workflow itself.
+#
+# Build-once, test-many: a single ``build`` job materializes the IMF
+# SDMX cache (or restores it from the shared cache pool) and produces
+# the wheel; the ``test`` matrix downloads that exact wheel and runs
+# pytest under every supported (OS, Python) combination.
+#
+# The IMF cache asset is cached across runs via ``actions/cache``,
+# keyed solely on the SHA of ``generate_cache.py``. IMF metadata is
+# stable over weeks/months and the cassette-driven test suite never
+# hits the live API, so we accept arbitrary cache age โ the only thing
+# that should invalidate is a logic change to the generator itself.
+# A manual override is exposed as a ``workflow_dispatch`` input for
+# emergency cache busting without having to touch the generator.
+
+on:
+ pull_request:
+ branches: [develop, main, v5]
+ paths:
+ - "openbb_platform/providers/imf/**"
+ - ".github/workflows/test-unit-openbb-imf.yml"
+ workflow_dispatch:
+ inputs:
+ force_cache_rebuild:
+ description: "Force the build hook to regenerate the IMF cache from live SDMX (ignores actions/cache)."
+ type: boolean
+ default: false
+
+permissions:
+ contents: read
+
+concurrency:
+ # Cancel in-flight matrix runs when a new commit lands on the same PR.
+ group: test-openbb-imf-${{ github.event.pull_request.number || github.ref }}
+ cancel-in-progress: true
+
+jobs:
+ build:
+ name: Build sdist + wheel
+ runs-on: ubuntu-latest
+ defaults:
+ run:
+ shell: bash
+ working-directory: openbb_platform/providers/imf
+ steps:
+ - uses: actions/checkout@v6
+
+ - uses: actions/setup-python@v6
+ with:
+ python-version: "3.11"
+
+ - run: python -m pip install --upgrade pip uv
+
+ - name: Restore IMF SDMX cache
+ # The cache is keyed solely by the generator's content hash.
+ # Same hash โ same cache, no time-based expiry. ``restore-keys``
+ # is a defensive fallback: if the exact key misses (e.g. a tiny
+ # comment-only change to generate_cache.py invalidated the
+ # hash), pull the most recent prior cache so the hook has a
+ # baseline file on disk and the worst case is the same as the
+ # current force-rebuild path.
+ id: imf-cache
+ uses: actions/cache@v4
+ with:
+ path: openbb_platform/providers/imf/openbb_imf/assets/imf_cache.json.xz
+ key: imf-sdmx-${{ hashFiles('openbb_platform/providers/imf/openbb_imf/utils/generate_cache.py') }}
+ restore-keys: |
+ imf-sdmx-
+
+ - name: Build sdist + wheel
+ # Honor the cache hit unless the manual override is set. On
+ # exact-key cache-hit, the build hook sees the file already on
+ # disk and skips the live IMF SDMX fetch.
+ env:
+ OPENBB_IMF_FORCE_CACHE_REBUILD: >-
+ ${{ (inputs.force_cache_rebuild == true || steps.imf-cache.outputs.cache-hit != 'true') && '1' || '0' }}
+ run: uv build --no-sources
+
+ - uses: actions/upload-artifact@v4
+ with:
+ name: openbb-imf-dist
+ path: openbb_platform/providers/imf/dist/
+ if-no-files-found: error
+ retention-days: 7
+
+ lint:
+ name: Lint (ruff + ty)
+ needs: build
+ runs-on: ubuntu-latest
+ defaults:
+ run:
+ shell: bash
+ working-directory: openbb_platform/providers/imf
+ steps:
+ - uses: actions/checkout@v6
+
+ - uses: actions/setup-python@v6
+ with:
+ python-version: "3.11"
+
+ - run: python -m pip install --upgrade pip uv
+
+ - uses: actions/download-artifact@v4
+ with:
+ name: openbb-imf-dist
+ path: openbb_platform/providers/imf/dist
+
+ - name: Install dependencies then openbb-imf wheel
+ # ``openbb-core>=2.0.0`` and ``openbb-charting>=2.5.1`` aren't on
+ # PyPI yet โ install them from sibling source trees first so
+ # the wheel's pinned deps resolve. ``--group dev`` brings in
+ # ruff / ty / pytest / pytest-recorder under the same pinned
+ # set used by every other provider.
+ run: |
+ uv pip install --system ../../core
+ uv pip install --system ../../obbject_extensions/charting
+ uv pip install --system --group dev
+ uv pip install --system dist/openbb_imf-*.whl
+
+ - name: ruff check
+ run: ruff check openbb_imf tests hatch_build.py
+
+ - name: ruff format --check
+ run: ruff format --check openbb_imf tests hatch_build.py
+
+ - name: ty check
+ run: ty check openbb_imf
+
+ test:
+ name: Test (${{ matrix.os }} / Python ${{ matrix.python_version }})
+ needs: build
+ strategy:
+ fail-fast: false
+ matrix:
+ include:
+ - { os: ubuntu-latest, python_version: "3.10" }
+ - { os: ubuntu-latest, python_version: "3.11" }
+ - { os: ubuntu-latest, python_version: "3.12" }
+ - { os: ubuntu-latest, python_version: "3.13" }
+ - { os: ubuntu-latest, python_version: "3.14" }
+ - { os: macos-latest, python_version: "3.10" }
+ - { os: macos-latest, python_version: "3.14" }
+ - { os: windows-latest, python_version: "3.10" }
+ - { os: windows-latest, python_version: "3.14" }
+ runs-on: ${{ matrix.os }}
+ defaults:
+ run:
+ shell: bash
+ working-directory: openbb_platform/providers/imf
+ steps:
+ - uses: actions/checkout@v6
+
+ - uses: actions/setup-python@v6
+ with:
+ python-version: ${{ matrix.python_version }}
+ allow-prereleases: true
+
+ - uses: actions/download-artifact@v4
+ with:
+ name: openbb-imf-dist
+ path: openbb_platform/providers/imf/dist
+
+ - run: python -m pip install --upgrade pip uv
+
+ - name: Install dependencies then openbb-imf wheel
+ # ``openbb-core>=2.0.0`` and ``openbb-charting>=2.5.1`` aren't on
+ # PyPI yet โ install them from sibling source trees first so
+ # the wheel's pinned deps resolve. ``--group dev`` brings in
+ # pytest / pytest-asyncio / pytest-cov / pytest-recorder.
+ run: |
+ uv pip install --system ../../core
+ uv pip install --system ../../obbject_extensions/charting
+ uv pip install --system --group dev
+ uv pip install --system dist/openbb_imf-*.whl
+
+ - name: Test the installed wheel
+ # Remove the local ``openbb_imf/`` source so pytest imports the
+ # package from site-packages โ i.e., the wheel artifact, not
+ # the source tree.
+ run: |
+ rm -rf openbb_imf
+ pytest tests --cov=openbb_imf --cov-report=term-missing --cov-fail-under=100
diff --git a/openbb_platform/extensions/economy/openbb_economy/economy_router.py b/openbb_platform/extensions/economy/openbb_economy/economy_router.py
index 3d7e1c12a4d..4da7d4a2382 100644
--- a/openbb_platform/extensions/economy/openbb_economy/economy_router.py
+++ b/openbb_platform/extensions/economy/openbb_economy/economy_router.py
@@ -375,7 +375,7 @@ async def available_indicators(
APIEx(
description="IMF symbols can also be used for retrieving entire presentation tables."
+ " This example gets the Direct Investment Position (DIP) table."
- + " Use `/imf_utils/list_tables` to get a list of supported presentation table symbols.",
+ + " Use `/imf/list_tables` to get a list of supported presentation table symbols.",
parameters={
"provider": "imf",
"symbol": "DIP::H_DIP_INDICATOR",
diff --git a/openbb_platform/providers/imf/.gitignore b/openbb_platform/providers/imf/.gitignore
new file mode 100644
index 00000000000..3ec52c0b123
--- /dev/null
+++ b/openbb_platform/providers/imf/.gitignore
@@ -0,0 +1 @@
+openbb_imf/assets/imf_cache.json.xz
diff --git a/openbb_platform/providers/imf/README.md b/openbb_platform/providers/imf/README.md
index 0d97ac8283e..fda23d40377 100644
--- a/openbb_platform/providers/imf/README.md
+++ b/openbb_platform/providers/imf/README.md
@@ -19,6 +19,17 @@ Then build the Python static assets by running:
openbb-build
```
+The package also ships a precomputed IMF SDMX metadata catalog at
+`openbb_imf/assets/imf_cache.json.xz`. Released wheels and sdists
+carry it verbatim โ it is materialized from `api.imf.org/external/sdmx/3.0`
+by a Hatchling build hook (`hatch_build.py`) at packaging time. End
+users have nothing to do; developers can refresh it with either:
+
+```sh
+generate-imf-cache # standalone script
+OPENBB_IMF_FORCE_CACHE_REBUILD=1 pip install -e . # via the build hook
+```
+
## Quick Start
The fastest way to get started is by connecting to the OpenBB Workspace as a custom backend.
@@ -92,9 +103,10 @@ Entering, `CPI::CP01`, gets the same result as, `CPI::CPI_CP01`.
`CPI::H_CPI_BY_COMPONENT` returns the entire presentation table, Consumer Price Index (CPI) by Component.
-Use, `obb.imf_utils.list_tables()`, for a list of tables and their symbol.
+Use, `obb.imf.list_tables()`, for a list of tables and their symbol.
-Use, `obb.economy.available_indicators(provider='imf', query=')`, to search for, or list all, individual time series and symbols.
+Use, `obb.economy.available_indicators(provider='imf', ...)`, to search for, or list all, individual time series and symbols within specific dataflows.
+(If `openbb-economy` is not installed, the same endpoints are aliased onto `obb.imf.available_indicators` / `obb.imf.indicators`.)
This example lists all the indicators in the CPI and PI dataflows.
@@ -117,36 +129,66 @@ print(indicators.to_dict("records"))
'structure_id': 'DSD_CPI',
'dimension_id': 'COICOP_1999',
'long_description': 'Food and non-alcholoic beverages consumer price index is produced using prices related to food items and non-alcoholic beverages such as fresh produce, packaged foods, and beverages excluding alcoholic drinks, aggregated by their respective consumer expenditure weights.',
- 'member_of': ['CPI::H_CPI_BY_COMPONENT']},
+ 'member_of': ['CPI::H_CPI_BY_COMPONENT'],
+ 'extra_dimensions': ['TYPE_OF_TRANSFORMATION']}
...
```
## Coverage
-All data available from https://data.imf.org/en/Data-Explorer can be retrieved, via `obb.economy.indicators(provider='imf', **kwargs)`.
+All data available from https://data.imf.org/en/Data-Explorer can be retrieved, via `obb.economy.indicators(provider='imf', **kwargs)`. When `openbb-economy` is not installed, the same fetcher is aliased onto `obb.imf.indicators`.
-Additionally, there are endpoints for some Port Watch items (not part of the Data Explorer).
+Additionally, the extension exposes IMF Port Watch endpoints under `obb.imf.portwatch.*` โ these cover country activity, monthly TradeNow indices, container metrics, and disruption events / sankey / map data sourced from the UN Global Platform / IMF Port Watch (not part of the SDMX Data Explorer).
-The extension creates a router path, `imf_utils`, that exposes utility functions for UI integrations and metadata lookup.
+The extension creates a router path, `imf`, that exposes presentation tables, the dataflow-aware indicator catalog, choice helpers for UI widgets, and the Port Watch subrouter.
### Endpoints
-- `obb.economy.available_indicators`
-- `obb.economy.indicators`
-- `obb.economy.cpi`
-- `obb.economy.direction_of_trade`
-- `obb.economy.shipping.chokepoint_info`
-- `obb.economy.shipping.chokepoint_volume`
-- `obb.economy.shipping.port_info`
-- `obb.economy.shipping.port_volume`
-- `obb.imf_utils.get_dataflow_dimensions`
-- `obb.imf_utils.list_dataflow_choices`
-- `obb.imf_utils.list_dataflows`
-- `obb.imf_utils.list_indicators_by_dataflow`
-- `obb.imf_utils.list_port_id_choices`
-- `obb.imf_utils.list_table_choices`
-- `obb.imf_utils.list_tables`
-- `obb.imf_utils.presentation_table`
-- `obb.imf_utils.presentation_table_choices`
+Data endpoints exposed via the standard `openbb-economy` routes when that extension is
+installed (provider `imf`):
+
+- `obb.economy.available_indicators` (provider `imf`)
+- `obb.economy.indicators` (provider `imf`)
+- `obb.economy.balance_of_payments` (provider `imf`)
+- `obb.economy.cpi` (provider `imf`)
+- `obb.economy.direction_of_trade` (provider `imf`)
+- `obb.economy.shipping.chokepoint_info` (provider `imf`)
+- `obb.economy.shipping.chokepoint_volume` (provider `imf`)
+- `obb.economy.shipping.port_info` (provider `imf`)
+- `obb.economy.shipping.port_volume` (provider `imf`)
+
+When `openbb-economy` is absent the same fetchers register under IMF-prefixed model
+names and the IMF router exposes equivalent paths: `obb.imf.available_indicators`,
+`obb.imf.indicators`, `obb.imf.balance_of_payments`, `obb.imf.cpi`,
+`obb.imf.direction_of_trade`, `obb.imf.port_info`, `obb.imf.port_volume`,
+`obb.imf.chokepoint_info`, `obb.imf.chokepoint_volume`.
+
+IMF-native endpoints (always under `obb.imf.*`):
+
+- `obb.imf.list_dataflows`
+- `obb.imf.list_dataflow_choices`
+- `obb.imf.get_dataflow_dimensions`
+- `obb.imf.list_tables`
+- `obb.imf.list_table_choices`
+- `obb.imf.presentation_table`
+- `obb.imf.presentation_table_choices`
+- `obb.imf.indicator_choices`
+- `obb.imf.list_bop_country_choices`
+- `obb.imf.list_cpi_country_choices`
+
+IMF Port Watch endpoints (`obb.imf.portwatch.*` โ UN Global Platform / IMF Port Watch
+data not part of the SDMX Data Explorer):
+
+- `obb.imf.portwatch.country_activity`
+- `obb.imf.portwatch.monthly_trade`
+- `obb.imf.portwatch.container_metrics`
+- `obb.imf.portwatch.disruption_events`
+- `obb.imf.portwatch.disruption_sankey`
+- `obb.imf.portwatch.disruptions_map`
+- `obb.imf.portwatch.list_port_id_choices`
+- `obb.imf.portwatch.list_container_port_choices`
+- `obb.imf.portwatch.list_country_choices`
+- `obb.imf.portwatch.list_disruption_event_choices`
+- `obb.imf.portwatch.list_tradenow_region_choices`
"Choices" endpoints are utilized by OpenBB Workspace to populate widget dropdown menus.
diff --git a/openbb_platform/providers/imf/hatch_build.py b/openbb_platform/providers/imf/hatch_build.py
new file mode 100644
index 00000000000..7c422d4ef68
--- /dev/null
+++ b/openbb_platform/providers/imf/hatch_build.py
@@ -0,0 +1,102 @@
+"""Hatchling build hook for ``openbb_imf/assets/imf_cache.json.xz``."""
+
+from __future__ import annotations
+
+import os
+import subprocess
+import sys
+from contextlib import suppress
+from pathlib import Path
+from typing import TextIO
+
+from hatchling.builders.hooks.plugin.interface import ( # ty: ignore[unresolved-import]
+ BuildHookInterface,
+)
+
+_ROOT = Path(__file__).resolve().parent
+_CACHE_PATH = _ROOT / "openbb_imf" / "assets" / "imf_cache.json.xz"
+_GENERATE_CACHE = _ROOT / "openbb_imf" / "utils" / "generate_cache.py"
+_FORCE_ENV = "OPENBB_IMF_FORCE_CACHE_REBUILD"
+
+
+def _open_tty() -> TextIO | None:
+ """Open ``/dev/tty`` for direct terminal output."""
+ with suppress(OSError):
+ return open("/dev/tty", "w", buffering=1, encoding="utf-8") # noqa: SIM115
+ return None
+
+
+class ImfCacheBuildHook(BuildHookInterface):
+ """Materialize ``imf_cache.json.xz`` before packaging."""
+
+ PLUGIN_NAME = "imf-cache"
+
+ _generated_this_session: bool = False
+
+ def initialize(self, version: str, build_data: dict) -> None:
+ """Generate or reuse the cache, then mark it for inclusion."""
+ tty = _open_tty()
+
+ def _say(msg: str) -> None:
+ """Emit ``msg`` to ``/dev/tty`` and stderr."""
+ line = msg if msg.endswith("\n") else msg + "\n"
+ if tty is not None:
+ with suppress(OSError):
+ tty.write(line)
+ tty.flush()
+ sys.stderr.write(line)
+ sys.stderr.flush()
+
+ cls = type(self)
+
+ force = (
+ os.environ.get(_FORCE_ENV, "").lower() in {"1", "true", "yes"}
+ and not cls._generated_this_session
+ )
+ try:
+ if _CACHE_PATH.exists() and not force:
+ reuse_reason = (
+ "this build session already regenerated it"
+ if cls._generated_this_session
+ else f"set {_FORCE_ENV}=1 to rebuild"
+ )
+ _say(f"imf-cache: reusing {_CACHE_PATH.name} ({reuse_reason})")
+ else:
+ _say(
+ "imf-cache: regenerating from IMF SDMX 3.0 "
+ "(api.imf.org/external/sdmx/3.0)..."
+ )
+ env = {**os.environ, "PYTHONUNBUFFERED": "1"}
+ proc = subprocess.Popen( # noqa: S603
+ [sys.executable, str(_GENERATE_CACHE)],
+ cwd=str(_ROOT),
+ env=env,
+ stdout=subprocess.PIPE,
+ stderr=subprocess.STDOUT,
+ text=True,
+ bufsize=1,
+ )
+ assert proc.stdout is not None # noqa: S101
+ for line in proc.stdout:
+ if tty is not None:
+ with suppress(OSError):
+ tty.write(line)
+ tty.flush()
+ sys.stderr.write(line)
+ sys.stderr.flush()
+ returncode = proc.wait()
+
+ if returncode != 0 or not _CACHE_PATH.exists():
+ self.app.abort(
+ "imf-cache: failed to generate imf_cache.json.xz "
+ f"(exit code {returncode})."
+ )
+
+ cls._generated_this_session = True
+ finally:
+ if tty is not None:
+ tty.close()
+
+ rel = _CACHE_PATH.relative_to(_ROOT).as_posix()
+ build_data.setdefault("force_include", {})[str(_CACHE_PATH)] = rel
+ build_data.setdefault("artifacts", []).append(rel)
diff --git a/openbb_platform/providers/imf/integration/test_imf_api.py b/openbb_platform/providers/imf/integration/test_imf_api.py
new file mode 100644
index 00000000000..0f33ec417a2
--- /dev/null
+++ b/openbb_platform/providers/imf/integration/test_imf_api.py
@@ -0,0 +1,386 @@
+"""Test IMF Utils API endpoints."""
+
+import base64
+
+import pytest
+import requests
+from openbb_core.env import Env
+from openbb_core.provider.utils.helpers import get_querystring
+
+
+@pytest.fixture(scope="session")
+def headers():
+ """Get the headers for the API request."""
+ userpass = f"{Env().API_USERNAME}:{Env().API_PASSWORD}"
+ userpass_bytes = userpass.encode("ascii")
+ base64_bytes = base64.b64encode(userpass_bytes)
+
+ return {"Authorization": f"Basic {base64_bytes.decode('ascii')}"}
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "output_format": "json",
+ }
+ ],
+)
+@pytest.mark.integration
+def test_imf_list_dataflows(params, headers):
+ """Test imf_list_dataflows endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/list_dataflows?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "dataflow_id": "CPI",
+ "output_format": "json",
+ },
+ ],
+)
+@pytest.mark.integration
+def test_imf_get_dataflow_dimensions(params, headers):
+ """Test imf_get_dataflow_dimensions endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/get_dataflow_dimensions?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_port_id_choices(params, headers):
+ """Test imf_portwatch_list_port_id_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/portwatch/list_port_id_choices?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_tables(params, headers):
+ """Test imf_list_tables endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/list_tables?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_table_choices(params, headers):
+ """Test imf_list_table_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/list_table_choices?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_dataflow_choices(params, headers):
+ """Test imf_list_dataflow_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/list_dataflow_choices?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "dataflow_group": None,
+ "table": None,
+ "country": None,
+ "frequency": None,
+ },
+ {
+ "dataflow_group": "cpi",
+ "table": None,
+ "country": None,
+ "frequency": None,
+ },
+ {
+ "dataflow_group": "cpi",
+ "table": "cpi",
+ "country": None,
+ "frequency": None,
+ },
+ {
+ "dataflow_group": "cpi",
+ "table": "cpi",
+ "country": "JPN",
+ "frequency": None,
+ },
+ ],
+)
+@pytest.mark.integration
+def test_imf_presentation_table_choices(params, headers):
+ """Test imf_presentation_table_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/presentation_table_choices?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "symbol": "CPI::CPI__T",
+ "country": None,
+ "frequency": None,
+ "transform": None,
+ "dimension_values": None,
+ },
+ {
+ "symbol": "CPI::CPI__T",
+ "country": "JPN",
+ "frequency": None,
+ "transform": None,
+ "dimension_values": None,
+ },
+ ],
+)
+@pytest.mark.integration
+def test_imf_indicator_choices(params, headers):
+ """Test imf_indicator_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/indicator_choices?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "dataflow_group": "cpi",
+ "table": "cpi",
+ "country": "JPN",
+ "frequency": "A",
+ "dimension_values": None,
+ "limit": 1,
+ "raw": True,
+ }
+ ],
+)
+@pytest.mark.integration
+def test_imf_presentation_table(params, headers):
+ """Test imf_presentation_table endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/presentation_table?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_bop_country_choices(params, headers):
+ """Test imf_list_bop_country_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/list_bop_country_choices?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_cpi_country_choices(params, headers):
+ """Test imf_list_cpi_country_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/list_cpi_country_choices?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_country_choices(params, headers):
+ """Test imf_portwatch_list_country_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/portwatch/list_country_choices?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_tradenow_region_choices(params, headers):
+ """Test imf_portwatch_list_tradenow_region_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = (
+ "http://localhost:8000/api/v1/imf/portwatch/list_tradenow_region_choices"
+ f"?{query_str}"
+ )
+ result = requests.get(url, headers=headers, timeout=60)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_container_port_choices(params, headers):
+ """Test imf_portwatch_list_container_port_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = (
+ "http://localhost:8000/api/v1/imf/portwatch/list_container_port_choices"
+ f"?{query_str}"
+ )
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_disruption_event_choices(params, headers):
+ """Test imf_portwatch_list_disruption_event_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = (
+ "http://localhost:8000/api/v1/imf/portwatch/list_disruption_event_choices"
+ f"?{query_str}"
+ )
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize(
+ "params",
+ [{"country_code": "USA", "metric": "portcalls", "provider": "imf"}],
+)
+@pytest.mark.integration
+def test_imf_portwatch_country_activity(params, headers):
+ """Test imf_portwatch_country_activity endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/portwatch/country_activity?{query_str}"
+ result = requests.get(url, headers=headers, timeout=60)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize(
+ "params",
+ [{"code": "USA", "metric": "trade_value", "provider": "imf"}],
+)
+@pytest.mark.integration
+def test_imf_portwatch_monthly_trade(params, headers):
+ """Test imf_portwatch_monthly_trade endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/portwatch/monthly_trade?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize(
+ "params",
+ [{"metric": "portcalls", "provider": "imf"}],
+)
+@pytest.mark.integration
+def test_imf_portwatch_container_metrics(params, headers):
+ """Test imf_portwatch_container_metrics endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/portwatch/container_metrics?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{"provider": "imf"}])
+@pytest.mark.integration
+def test_imf_portwatch_disruption_events(params, headers):
+ """Test imf_portwatch_disruption_events endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/portwatch/disruption_events?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize("params", [{"provider": "imf"}])
+@pytest.mark.integration
+def test_imf_portwatch_disruptions_map(params, headers):
+ """Test imf_portwatch_disruptions_map endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/portwatch/disruptions_map?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
+
+
+@pytest.mark.parametrize(
+ "params",
+ [{"event_id": "LATEST", "provider": "imf"}],
+)
+@pytest.mark.integration
+def test_imf_portwatch_disruption_sankey(params, headers):
+ """Test imf_portwatch_disruption_sankey endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ query_str = get_querystring(params, [])
+ url = f"http://localhost:8000/api/v1/imf/portwatch/disruption_sankey?{query_str}"
+ result = requests.get(url, headers=headers, timeout=10)
+ assert isinstance(result, requests.Response)
+ assert result.status_code == 200
diff --git a/openbb_platform/providers/imf/integration/test_imf_python.py b/openbb_platform/providers/imf/integration/test_imf_python.py
new file mode 100644
index 00000000000..69ecd240945
--- /dev/null
+++ b/openbb_platform/providers/imf/integration/test_imf_python.py
@@ -0,0 +1,316 @@
+"""IMF Utilities module integration tests."""
+
+import pytest
+from openbb_core.app.model.obbject import OBBject
+
+
+@pytest.fixture(scope="session")
+def obb(pytestconfig):
+ """Fixture to setup obb."""
+
+ if pytestconfig.getoption("markexpr") != "not integration":
+ import openbb
+
+ return openbb.obb
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "output_format": "json",
+ }
+ ],
+)
+@pytest.mark.integration
+def test_imf_list_dataflows(params, obb):
+ """Test imf_list_dataflows endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ result = obb.imf.list_dataflows(**params)
+ assert result
+ assert isinstance(result, OBBject)
+ assert len(result.results) > 0
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "dataflow_id": "CPI",
+ "output_format": "json",
+ },
+ ],
+)
+@pytest.mark.integration
+def test_imf_get_dataflow_dimensions(params, obb):
+ """Test imf_get_dataflow_dimensions endpoint."""
+ params = {p: v for p, v in params.items() if v}
+
+ result = obb.imf.get_dataflow_dimensions(**params)
+ assert result
+ assert isinstance(result, OBBject)
+ assert result.results
+ assert isinstance(result.results, dict)
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_port_id_choices(params, obb):
+ """Test imf_portwatch_list_port_id_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.list_port_id_choices(**params)
+ assert result
+ assert isinstance(result, list)
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_tables(params, obb):
+ """Test imf_list_tables endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.list_tables(**params)
+ assert result
+ assert isinstance(result, OBBject)
+ assert len(result.results) > 0
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_table_choices(params, obb):
+ """Test imf_list_table_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.list_table_choices(**params)
+ assert result
+ assert isinstance(result, list)
+ assert len(result) > 0
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_dataflow_choices(params, obb):
+ """Test imf_list_dataflow_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.list_dataflow_choices(**params)
+ assert result
+ assert isinstance(result, list)
+ assert len(result) > 0
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "dataflow_group": None,
+ "table": None,
+ "country": None,
+ "frequency": None,
+ },
+ {
+ "dataflow_group": "cpi",
+ "table": None,
+ "country": None,
+ "frequency": None,
+ },
+ ],
+)
+@pytest.mark.integration
+def test_imf_presentation_table_choices(params, obb):
+ """Test imf_presentation_table_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.presentation_table_choices(**params)
+ assert result
+ assert isinstance(result, list)
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "dataflow_group": "cpi",
+ "table": "cpi",
+ "country": "JPN",
+ "frequency": "A",
+ "dimension_values": None,
+ "limit": 1,
+ "raw": True,
+ }
+ ],
+)
+@pytest.mark.integration
+def test_imf_presentation_table(params, obb):
+ """Test imf_presentation_table endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.presentation_table(**params)
+ assert result
+ assert isinstance(result, list)
+ assert len(result) > 1
+
+
+@pytest.mark.parametrize(
+ "params",
+ [
+ {
+ "symbol": "CPI::CPI__T",
+ "country": None,
+ "frequency": None,
+ "transform": None,
+ "dimension_values": None,
+ },
+ {
+ "symbol": "CPI::CPI__T",
+ "country": "JPN",
+ "frequency": None,
+ "transform": None,
+ "dimension_values": None,
+ },
+ ],
+)
+@pytest.mark.integration
+@pytest.mark.skip(reason="Not included in Python interface")
+def test_imf_indicator_choices(params, obb):
+ """Test imf_indicator_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.indicator_choices(**params)
+ assert result
+ assert isinstance(result, list)
+ assert len(result) > 0
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_bop_country_choices(params, obb):
+ """Test imf_list_bop_country_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.list_bop_country_choices(**params)
+ assert result
+ assert isinstance(result, list)
+ assert len(result) > 0
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_list_cpi_country_choices(params, obb):
+ """Test imf_list_cpi_country_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.list_cpi_country_choices(**params)
+ assert result
+ assert isinstance(result, list)
+ assert len(result) > 0
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_country_choices(params, obb):
+ """Test imf_portwatch_list_country_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.list_country_choices(**params)
+ assert result
+ assert isinstance(result, list)
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_tradenow_region_choices(params, obb):
+ """Test imf_portwatch_list_tradenow_region_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.list_tradenow_region_choices(**params)
+ assert result
+ assert isinstance(result, list)
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_container_port_choices(params, obb):
+ """Test imf_portwatch_list_container_port_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.list_container_port_choices(**params)
+ assert result
+ assert isinstance(result, list)
+ assert result[0]["value"] == "TOP10"
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_list_disruption_event_choices(params, obb):
+ """Test imf_portwatch_list_disruption_event_choices endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.list_disruption_event_choices(**params)
+ assert result
+ assert isinstance(result, list)
+ assert result[0]["value"] == "LATEST"
+
+
+@pytest.mark.parametrize(
+ "params",
+ [{"country_code": "USA", "metric": "portcalls"}],
+)
+@pytest.mark.integration
+def test_imf_portwatch_country_activity(params, obb):
+ """Test imf_portwatch_country_activity endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.country_activity(**params, provider="imf")
+ assert result
+ assert isinstance(result, OBBject)
+ assert len(result.results) > 0
+
+
+@pytest.mark.parametrize(
+ "params",
+ [{"code": "USA", "metric": "trade_value"}],
+)
+@pytest.mark.integration
+def test_imf_portwatch_monthly_trade(params, obb):
+ """Test imf_portwatch_monthly_trade endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.monthly_trade(**params, provider="imf")
+ assert result
+ assert isinstance(result, OBBject)
+ assert len(result.results) > 0
+
+
+@pytest.mark.parametrize(
+ "params",
+ [{"metric": "portcalls"}],
+)
+@pytest.mark.integration
+def test_imf_portwatch_container_metrics(params, obb):
+ """Test imf_portwatch_container_metrics endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.container_metrics(**params, provider="imf")
+ assert result
+ assert isinstance(result, OBBject)
+ assert len(result.results) > 0
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_disruption_events(params, obb):
+ """Test imf_portwatch_disruption_events endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.disruption_events(**params, provider="imf")
+ assert result
+ assert isinstance(result, OBBject)
+
+
+@pytest.mark.parametrize("params", [{}])
+@pytest.mark.integration
+def test_imf_portwatch_disruptions_map(params, obb):
+ """Test imf_portwatch_disruptions_map endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.disruptions_map(**params, provider="imf")
+ assert result
+ assert isinstance(result, OBBject)
+
+
+@pytest.mark.parametrize(
+ "params",
+ [{"event_id": "LATEST"}],
+)
+@pytest.mark.integration
+def test_imf_portwatch_disruption_sankey(params, obb):
+ """Test imf_portwatch_disruption_sankey endpoint."""
+ params = {p: v for p, v in params.items() if v}
+ result = obb.imf.portwatch.disruption_sankey(**params, provider="imf")
+ assert result
+ assert isinstance(result, OBBject)
diff --git a/openbb_platform/providers/imf/integration/test_imf_utils_api.py b/openbb_platform/providers/imf/integration/test_imf_utils_api.py
deleted file mode 100644
index 7220f97e3b2..00000000000
--- a/openbb_platform/providers/imf/integration/test_imf_utils_api.py
+++ /dev/null
@@ -1,211 +0,0 @@
-"""Test IMF Utils API endpoints."""
-
-import base64
-
-import pytest
-import requests
-from openbb_core.env import Env
-from openbb_core.provider.utils.helpers import get_querystring
-
-# pylint: disable=redefined-outer-name
-
-
-@pytest.fixture(scope="session")
-def headers():
- """Get the headers for the API request."""
- userpass = f"{Env().API_USERNAME}:{Env().API_PASSWORD}"
- userpass_bytes = userpass.encode("ascii")
- base64_bytes = base64.b64encode(userpass_bytes)
-
- return {"Authorization": f"Basic {base64_bytes.decode('ascii')}"}
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "output_format": "json",
- }
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_list_dataflows(params, headers):
- """Test imf_utils_list_dataflows endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/list_dataflows?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "dataflow_id": "CPI",
- "output_format": "json",
- },
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_get_dataflow_dimensions(params, headers):
- """Test imf_utils_get_dataflow_dimensions endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/get_dataflow_dimensions?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
-
-
-@pytest.mark.parametrize("params", [{}])
-@pytest.mark.integration
-def test_imf_utils_list_port_id_choices(params, headers):
- """Test imf_utils_list_port_id_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/list_port_id_choices?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
-
-
-@pytest.mark.parametrize("params", [{}])
-@pytest.mark.integration
-def test_imf_utils_list_tables(params, headers):
- """Test imf_utils_list_tables endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/list_tables?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
-
-
-@pytest.mark.parametrize("params", [{}])
-@pytest.mark.integration
-def test_imf_utils_list_table_choices(params, headers):
- """Test imf_utils_list_table_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/list_table_choices?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
-
-
-@pytest.mark.parametrize("params", [{}])
-@pytest.mark.integration
-def test_imf_utils_list_dataflow_choices(params, headers):
- """Test imf_utils_list_dataflow_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/list_dataflow_choices?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "dataflow_group": None,
- "table": None,
- "country": None,
- "frequency": None,
- },
- {
- "dataflow_group": "cpi",
- "table": None,
- "country": None,
- "frequency": None,
- },
- {
- "dataflow_group": "cpi",
- "table": "cpi",
- "country": None,
- "frequency": None,
- },
- {
- "dataflow_group": "cpi",
- "table": "cpi",
- "country": "JPN",
- "frequency": None,
- },
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_presentation_table_choices(params, headers):
- """Test imf_utils_presentation_table_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/presentation_table_choices?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "symbol": "CPI::CPI__T",
- "country": None,
- "frequency": None,
- "transform": None,
- "dimension_values": None,
- },
- {
- "symbol": "CPI::CPI__T",
- "country": "JPN",
- "frequency": None,
- "transform": None,
- "dimension_values": None,
- },
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_indicator_choices(params, headers):
- """Test imf_utils_indicator_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/indicator_choices?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "dataflow_group": "cpi",
- "table": "cpi",
- "country": "JPN",
- "frequency": "A",
- "dimension_values": None,
- "limit": 1,
- "raw": True,
- }
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_presentation_table(params, headers):
- """Test imf_utils_presentation_table endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- query_str = get_querystring(params, [])
- url = f"http://0.0.0.0:8000/api/v1/imf_utils/presentation_table?{query_str}"
- result = requests.get(url, headers=headers, timeout=10)
- assert isinstance(result, requests.Response)
- assert result.status_code == 200
diff --git a/openbb_platform/providers/imf/integration/test_imf_utils_python.py b/openbb_platform/providers/imf/integration/test_imf_utils_python.py
deleted file mode 100644
index f836f6189cf..00000000000
--- a/openbb_platform/providers/imf/integration/test_imf_utils_python.py
+++ /dev/null
@@ -1,179 +0,0 @@
-"""IMF Utilities module integration tests."""
-
-import pytest
-from openbb_core.app.model.obbject import OBBject
-
-# pylint: disable=redefined-outer-name
-
-
-@pytest.fixture(scope="session")
-def obb(pytestconfig): # pylint: disable=inconsistent-return-statements
- """Fixture to setup obb."""
-
- if pytestconfig.getoption("markexpr") != "not integration":
- import openbb # pylint: disable=import-outside-toplevel
-
- return openbb.obb
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "output_format": "json",
- }
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_list_dataflows(params, obb):
- """Test imf_utils_list_dataflows endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- result = obb.imf_utils.list_dataflows(**params)
- assert result
- assert isinstance(result, OBBject)
- assert len(result.results) > 0 # type: ignore
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "dataflow_id": "CPI",
- "output_format": "json",
- },
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_get_dataflow_dimensions(params, obb):
- """Test imf_utils_get_dataflow_dimensions endpoint."""
- params = {p: v for p, v in params.items() if v}
-
- result = obb.imf_utils.get_dataflow_dimensions(**params)
- assert result
- assert isinstance(result, OBBject)
- assert result.results
- assert isinstance(result.results, dict)
-
-
-@pytest.mark.parametrize("params", [{}])
-@pytest.mark.integration
-def test_imf_utils_list_port_id_choices(params, obb):
- """Test imf_utils_list_port_id_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
- result = obb.imf_utils.list_port_id_choices(**params)
- assert result
- assert isinstance(result, list)
-
-
-@pytest.mark.parametrize("params", [{}])
-@pytest.mark.integration
-def test_imf_utils_list_tables(params, obb):
- """Test imf_utils_list_tables endpoint."""
- params = {p: v for p, v in params.items() if v}
- result = obb.imf_utils.list_tables(**params)
- assert result
- assert isinstance(result, OBBject)
- assert len(result.results) > 0 # type: ignore
-
-
-@pytest.mark.parametrize("params", [{}])
-@pytest.mark.integration
-def test_imf_utils_list_table_choices(params, obb):
- """Test imf_utils_list_table_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
- result = obb.imf_utils.list_table_choices(**params)
- assert result
- assert isinstance(result, list)
- assert len(result) > 0
-
-
-@pytest.mark.parametrize("params", [{}])
-@pytest.mark.integration
-def test_imf_utils_list_dataflow_choices(params, obb):
- """Test imf_utils_list_dataflow_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
- result = obb.imf_utils.list_dataflow_choices(**params)
- assert result
- assert isinstance(result, list)
- assert len(result) > 0
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "dataflow_group": None,
- "table": None,
- "country": None,
- "frequency": None,
- },
- {
- "dataflow_group": "cpi",
- "table": None,
- "country": None,
- "frequency": None,
- },
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_presentation_table_choices(params, obb):
- """Test imf_utils_presentation_table_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
- result = obb.imf_utils.presentation_table_choices(**params)
- assert result
- assert isinstance(result, list)
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "dataflow_group": "cpi",
- "table": "cpi",
- "country": "JPN",
- "frequency": "A",
- "dimension_values": None,
- "limit": 1,
- "raw": True,
- }
- ],
-)
-@pytest.mark.integration
-def test_imf_utils_presentation_table(params, obb):
- """Test imf_utils_presentation_table endpoint."""
- params = {p: v for p, v in params.items() if v}
- result = obb.imf_utils.presentation_table(**params)
- assert result
- assert isinstance(result, list)
- assert len(result) > 1 # type: ignore
-
-
-@pytest.mark.parametrize(
- "params",
- [
- {
- "symbol": "CPI::CPI__T",
- "country": None,
- "frequency": None,
- "transform": None,
- "dimension_values": None,
- },
- {
- "symbol": "CPI::CPI__T",
- "country": "JPN",
- "frequency": None,
- "transform": None,
- "dimension_values": None,
- },
- ],
-)
-@pytest.mark.integration
-@pytest.mark.skip(reason="Not included in Python interface")
-def test_imf_utils_indicator_choices(params, obb):
- """Test imf_utils_indicator_choices endpoint."""
- params = {p: v for p, v in params.items() if v}
- result = obb.imf_utils.indicator_choices(**params)
- assert result
- assert isinstance(result, list)
- assert len(result) > 0
diff --git a/openbb_platform/providers/imf/openbb_imf/__init__.py b/openbb_platform/providers/imf/openbb_imf/__init__.py
index e9a53ef59a0..8f2c5eb7fbe 100644
--- a/openbb_platform/providers/imf/openbb_imf/__init__.py
+++ b/openbb_platform/providers/imf/openbb_imf/__init__.py
@@ -1,30 +1,65 @@
"""OpenBB IMF Provider Module."""
+from __future__ import annotations
+
+from importlib.util import find_spec
+
from openbb_core.provider.abstract.provider import Provider
+
from openbb_imf.models.available_indicators import ImfAvailableIndicatorsFetcher
+from openbb_imf.models.balance_of_payments import ImfBalanceOfPaymentsFetcher
from openbb_imf.models.consumer_price_index import ImfConsumerPriceIndexFetcher
+from openbb_imf.models.container_metrics import ImfContainerMetricsFetcher
+from openbb_imf.models.country_activity import ImfCountryActivityFetcher
from openbb_imf.models.direction_of_trade import ImfDirectionOfTradeFetcher
+from openbb_imf.models.disruption_events import ImfDisruptionEventsFetcher
+from openbb_imf.models.disruption_sankey import ImfDisruptionSankeyFetcher
from openbb_imf.models.economic_indicators import ImfEconomicIndicatorsFetcher
from openbb_imf.models.maritime_chokepoint_info import ImfMaritimeChokePointInfoFetcher
from openbb_imf.models.maritime_chokepoint_volume import (
ImfMaritimeChokePointVolumeFetcher,
)
+from openbb_imf.models.monthly_trade import ImfMonthlyTradeFetcher
from openbb_imf.models.port_info import ImfPortInfoFetcher
from openbb_imf.models.port_volume import ImfPortVolumeFetcher
+ECONOMY_INSTALLED = find_spec("openbb_economy") is not None
+
+
+def _key(standard: str, imf_alias: str) -> str:
+ """Return the standard key when ``openbb-economy`` is installed, else the IMF alias."""
+ return standard if ECONOMY_INSTALLED else imf_alias
+
+
imf_provider = Provider(
name="imf",
website="https://datahelp.imf.org/knowledgebase/articles/667681-using-json-restful-web-service",
description="Access International Monetary Fund (IMF) data APIs.",
fetcher_dict={
- "AvailableIndicators": ImfAvailableIndicatorsFetcher,
- "ConsumerPriceIndex": ImfConsumerPriceIndexFetcher,
- "DirectionOfTrade": ImfDirectionOfTradeFetcher,
- "EconomicIndicators": ImfEconomicIndicatorsFetcher,
- "MaritimeChokePointInfo": ImfMaritimeChokePointInfoFetcher,
- "MaritimeChokePointVolume": ImfMaritimeChokePointVolumeFetcher,
- "PortInfo": ImfPortInfoFetcher,
- "PortVolume": ImfPortVolumeFetcher,
+ _key("AvailableIndicators", "AvailableImfIndicators"): (
+ ImfAvailableIndicatorsFetcher
+ ),
+ _key("BalanceOfPayments", "ImfBalanceOfPayments"): (
+ ImfBalanceOfPaymentsFetcher
+ ),
+ _key("ConsumerPriceIndex", "ImfConsumerPriceIndex"): (
+ ImfConsumerPriceIndexFetcher
+ ),
+ "ContainerMetrics": ImfContainerMetricsFetcher,
+ "CountryActivity": ImfCountryActivityFetcher,
+ _key("DirectionOfTrade", "ImfDirectionOfTrade"): ImfDirectionOfTradeFetcher,
+ "DisruptionEvents": ImfDisruptionEventsFetcher,
+ "DisruptionSankey": ImfDisruptionSankeyFetcher,
+ _key("EconomicIndicators", "ImfIndicators"): ImfEconomicIndicatorsFetcher,
+ _key("MaritimeChokePointInfo", "ImfMaritimeChokePointInfo"): (
+ ImfMaritimeChokePointInfoFetcher
+ ),
+ _key("MaritimeChokePointVolume", "ImfMaritimeChokePointVolume"): (
+ ImfMaritimeChokePointVolumeFetcher
+ ),
+ "MonthlyTrade": ImfMonthlyTradeFetcher,
+ _key("PortInfo", "ImfPortInfo"): ImfPortInfoFetcher,
+ _key("PortVolume", "ImfPortVolume"): ImfPortVolumeFetcher,
},
repr_name="International Monetary Fund (IMF) Data APIs",
)
diff --git a/openbb_platform/providers/imf/openbb_imf/apps.json b/openbb_platform/providers/imf/openbb_imf/apps.json
index 5ee8605e857..be7663b452d 100644
--- a/openbb_platform/providers/imf/openbb_imf/apps.json
+++ b/openbb_platform/providers/imf/openbb_imf/apps.json
@@ -1,488 +1,591 @@
-[{
- "name": "IMF Explorer",
- "img": "https://upload.wikimedia.org/wikipedia/commons/thumb/3/3e/IMF-Seal_ENG_RGB.svg/500px-IMF-Seal_ENG_RGB.svg.png",
- "img_dark": "https://upload.wikimedia.org/wikipedia/commons/thumb/3/3e/IMF-Seal_ENG_RGB.svg/500px-IMF-Seal_ENG_RGB.svg.png",
- "img_light": "https://upload.wikimedia.org/wikipedia/commons/thumb/3/3e/IMF-Seal_ENG_RGB.svg/500px-IMF-Seal_ENG_RGB.svg.png",
- "description": "Explore economic indicators and presentation tables published by the IMF. Disclaimer: This application is neither affiliated with nor endorsed by the IMF. See https://data.imf.org/ for terms and conditions.",
- "allowCustomization": true,
- "tabs": {
- "dataflows": {
- "id": "dataflows",
- "name": "Dataflows",
- "layout": [
- {
- "i": "imf_utils_get_dataflow_dimensions_custom_obb",
- "x": 0,
- "y": 2,
- "w": 16,
- "h": 29,
- "state": {
- "params": {
- "dataflow_id": "CTOT"
- }
- },
- "groups": []
- },
- {
- "i": "imf_utils_list_dataflows_custom_obb",
- "x": 16,
- "y": 2,
- "w": 24,
- "h": 29,
- "groups": []
- }
- ]
- },
- "indicators": {
- "id": "indicators",
- "name": "Indicators",
- "layout": [
- {
- "i": "economy_available_indicators_imf_obb",
- "x": 0,
- "y": 2,
- "w": 40,
- "h": 15,
- "state": {
- "params": {
- "dataflows": "CTOT",
- "symbol": "CTOT::CEMPI_CTOTNX_TT"
- },
- "chartView": {
- "enabled": false,
- "chartType": "line"
- },
- "columnState": {
- "default": {
- "columnPinning": {
- "leftColIds": [
- "symbol"
- ],
- "rightColIds": []
- },
- "columnOrder": {
- "orderedColIds": [
- "symbol_root",
- "symbol",
- "description",
- "agency_id",
- "dataflow_id",
- "dataflow_name",
- "structure_id",
- "dimension_id",
- "long_description",
- "member_of"
- ]
- }
+[
+ {
+ "name": "IMF Explorer",
+ "img": "https://bravenewcoin.com/wp-content/uploads/2023/11/assets_Uploads_bravenewcoin-imf-banner-scaled.jpg",
+ "description": "Explore economic indicators and presentation tables published by the IMF. Disclaimer: This application is neither affiliated with nor endorsed by the IMF. See https://data.imf.org/ for terms and conditions.",
+ "allowCustomization": true,
+ "tabs": {
+ "dataflows": {
+ "id": "dataflows",
+ "name": "Dataflows",
+ "layout": [
+ {
+ "i": "imf_get_dataflow_dimensions_custom_obb",
+ "x": 0,
+ "y": 2,
+ "w": 16,
+ "h": 29,
+ "state": {
+ "params": {
+ "dataflow_id": "CTOT"
}
- }
- },
- "groups": [
- "Group 1"
- ]
- },
- {
- "i": "economy_indicators_imf_obb",
- "x": 0,
- "y": 17,
- "w": 40,
- "h": 21,
- "state": {
- "params": {
- "symbol": "CTOT::CEPI_CTOTX_GDP",
- "country": [
- "",
- "AUS"
- ],
- "frequency": "M",
- "limit": "1",
- "pivot": "false"
},
- "chartModel": {
- "modelType": "range",
- "chartType": "customCombo",
- "chartOptions": {
- "line": {
- "legend": {
- "enabled": false
+ "groups": []
+ },
+ {
+ "i": "imf_list_dataflows_custom_obb",
+ "x": 16,
+ "y": 2,
+ "w": 24,
+ "h": 29,
+ "groups": []
+ }
+ ]
+ },
+ "indicators": {
+ "id": "indicators",
+ "name": "Indicators",
+ "layout": [
+ {
+ "i": "economy_available_indicators_imf_obb",
+ "x": 0,
+ "y": 2,
+ "w": 40,
+ "h": 15,
+ "state": {
+ "params": {
+ "dataflows": "CTOT",
+ "symbol": "CTOT::CEMPI_CTOTNX_TT"
+ },
+ "chartView": {
+ "enabled": false,
+ "chartType": "line"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "symbol"
+ ],
+ "rightColIds": []
},
- "axes": {
- "category": {}
+ "columnOrder": {
+ "orderedColIds": [
+ "symbol_root",
+ "symbol",
+ "description",
+ "agency_id",
+ "dataflow_id",
+ "dataflow_name",
+ "structure_id",
+ "dimension_id",
+ "long_description",
+ "member_of"
+ ]
}
}
+ }
+ },
+ "groups": [
+ "Group 1"
+ ]
+ },
+ {
+ "i": "economy_indicators_imf_obb",
+ "x": 0,
+ "y": 17,
+ "w": 40,
+ "h": 21,
+ "state": {
+ "params": {
+ "symbol": "CTOT::CEPI_CTOTX_GDP",
+ "country": [
+ "",
+ "AUS"
+ ],
+ "frequency": "M",
+ "limit": "1",
+ "pivot": "false"
},
- "cellRange": {
- "columns": [
- "date",
- "value"
- ]
- },
- "suppressChartRanges": true,
- "seriesChartTypes": [
- {
- "colId": "value",
- "chartType": "groupedColumn",
- "secondaryAxis": false
+ "chartModel": {
+ "modelType": "range",
+ "chartType": "customCombo",
+ "chartOptions": {
+ "line": {
+ "legend": {
+ "enabled": false
+ },
+ "axes": {
+ "category": {}
+ }
+ }
},
- {
- "colId": "unit_multiplier",
- "chartType": "line",
- "secondaryAxis": false
- }
- ]
- },
- "chartView": {
- "enabled": false,
- "chartType": "customCombo"
- },
- "columnState": {
- "default": {
- "columnPinning": {
- "leftColIds": [
- "title",
- "country",
+ "cellRange": {
+ "columns": [
"date",
"value"
- ],
- "rightColIds": []
- },
- "columnVisibility": {
- "hiddenColIds": [
- "description"
]
},
- "columnOrder": {
- "orderedColIds": [
- "title",
- "country",
- "unit",
- "scale",
- "date",
- "symbol_root",
- "symbol",
- "value",
- "unit_multiplier",
- "order",
- "level",
- "indicator",
- "description",
- "country_code",
- "wgt_type",
- "wgt_type_code",
- "frequency",
- "frequency_code"
- ]
+ "suppressChartRanges": true,
+ "seriesChartTypes": [
+ {
+ "colId": "value",
+ "chartType": "groupedColumn",
+ "secondaryAxis": false
+ },
+ {
+ "colId": "unit_multiplier",
+ "chartType": "line",
+ "secondaryAxis": false
+ }
+ ]
+ },
+ "chartView": {
+ "enabled": false,
+ "chartType": "customCombo"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "title",
+ "country",
+ "date",
+ "value"
+ ],
+ "rightColIds": []
+ },
+ "columnVisibility": {
+ "hiddenColIds": [
+ "description"
+ ]
+ },
+ "columnOrder": {
+ "orderedColIds": [
+ "title",
+ "country",
+ "unit",
+ "scale",
+ "date",
+ "symbol_root",
+ "symbol",
+ "value",
+ "unit_multiplier",
+ "order",
+ "level",
+ "indicator",
+ "description",
+ "country_code",
+ "wgt_type",
+ "wgt_type_code",
+ "frequency",
+ "frequency_code"
+ ]
+ }
}
}
- }
+ },
+ "groups": [
+ "Group 1"
+ ]
+ }
+ ]
+ },
+ "presentation-tables": {
+ "id": "presentation-tables",
+ "name": "Presentation Tables",
+ "layout": [
+ {
+ "i": "imf_presentation_table_custom_obb",
+ "x": 0,
+ "y": 2,
+ "w": 40,
+ "h": 31,
+ "state": {
+ "params": {
+ "dataflow_group": "qgfs",
+ "table": "qgfs_balance",
+ "country": [
+ "BRA"
+ ],
+ "frequency": "Q",
+ "limit": "3"
+ },
+ "columnState": {
+ "default": {
+ "columnOrder": {
+ "orderedColIds": [
+ "country",
+ "title",
+ "2024-12-31",
+ "2023-12-31",
+ "2022-12-31"
+ ]
+ }
+ }
+ }
+ },
+ "groups": []
+ }
+ ]
+ },
+ "balance-of-payments": {
+ "id": "balance-of-payments",
+ "name": "Balance of Payments",
+ "layout": [
+ {
+ "i": "economy_balance_of_payments_imf_obb",
+ "x": 0,
+ "y": 2,
+ "w": 40,
+ "h": 40,
+ "state": {
+ "params": {
+ "country": [
+ "USA"
+ ],
+ "frequency": "quarterly"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "period",
+ "country"
+ ],
+ "rightColIds": []
+ }
+ }
+ }
+ },
+ "groups": []
+ }
+ ]
+ },
+ "direction-of-trade": {
+ "id": "direction-of-trade",
+ "name": "Direction of Trade",
+ "layout": [
+ {
+ "i": "economy_direction_of_trade_imf_obb",
+ "x": 0,
+ "y": 2,
+ "w": 40,
+ "h": 27,
+ "state": {
+ "params": {
+ "start_date": "2010-01-01",
+ "frequency": "quarter"
+ },
+ "chartModel": {
+ "modelType": "range",
+ "chartType": "line",
+ "chartOptions": {},
+ "suppressChartRanges": true
+ },
+ "chartView": {
+ "enabled": false,
+ "chartType": "line"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "date",
+ "symbol"
+ ],
+ "rightColIds": []
+ },
+ "columnVisibility": {
+ "hiddenColIds": [
+ "symbol",
+ "country_code",
+ "counterpart_code",
+ "unit_multiplier"
+ ]
+ },
+ "columnOrder": {
+ "orderedColIds": [
+ "date",
+ "symbol",
+ "country",
+ "counterpart",
+ "title",
+ "value",
+ "scale",
+ "unit",
+ "country_code",
+ "counterpart_code",
+ "unit_multiplier"
+ ]
+ }
+ }
+ }
+ },
+ "groups": []
+ }
+ ]
+ },
+ "port-watch": {
+ "id": "port-watch",
+ "name": "Port Watch",
+ "layout": [
+ {
+ "i": "economy_shipping_chokepoint_volume_imf_obb",
+ "x": 0,
+ "y": 2,
+ "w": 40,
+ "h": 16,
+ "state": {
+ "params": {
+ "start_date": "2024-01-01",
+ "chokepoint": [
+ "chokepoint2"
+ ]
+ },
+ "chartView": {
+ "enabled": false,
+ "chartType": "line"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "date",
+ "chokepoint"
+ ],
+ "rightColIds": []
+ },
+ "columnOrder": {
+ "orderedColIds": [
+ "date",
+ "chokepoint",
+ "vessels_total",
+ "vessels_cargo",
+ "vessels_tanker",
+ "vessels_container",
+ "vessels_general_cargo",
+ "vessels_dry_bulk",
+ "vessels_roro",
+ "capacity_total",
+ "capacity_cargo",
+ "capacity_tanker",
+ "capacity_container",
+ "capacity_general_cargo",
+ "capacity_dry_bulk",
+ "capacity_roro"
+ ]
+ }
+ }
+ }
+ },
+ "groups": []
},
- "groups": [
- "Group 1"
- ]
- }
- ]
+ {
+ "i": "economy_shipping_port_info_imf_obb",
+ "x": 0,
+ "y": 18,
+ "w": 40,
+ "h": 14,
+ "state": {
+ "params": {
+ "country": "USA",
+ "port_code": "port786"
+ },
+ "chartView": {
+ "enabled": false,
+ "chartType": "line"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "port_code",
+ "continent",
+ "country",
+ "port_full_name"
+ ],
+ "rightColIds": []
+ },
+ "columnVisibility": {
+ "hiddenColIds": [
+ "country_code",
+ "port_name"
+ ]
+ },
+ "columnOrder": {
+ "orderedColIds": [
+ "port_code",
+ "continent",
+ "country",
+ "country_code",
+ "port_name",
+ "port_full_name",
+ "latitude",
+ "longitude",
+ "vessel_count_total",
+ "vessel_count_tanker",
+ "vessel_count_container",
+ "vessel_count_general_cargo",
+ "vessel_count_dry_bulk",
+ "vessel_count_roro",
+ "share_country_maritime_import",
+ "share_country_maritime_export",
+ "industry_top1",
+ "industry_top2",
+ "industry_top3"
+ ]
+ }
+ }
+ }
+ },
+ "groups": [
+ "Group 2"
+ ]
+ },
+ {
+ "i": "economy_shipping_port_volume_imf_obb",
+ "x": 0,
+ "y": 32,
+ "w": 40,
+ "h": 15,
+ "state": {
+ "params": {
+ "start_date": "2024-01-01",
+ "country": "DEU"
+ },
+ "chartView": {
+ "enabled": false,
+ "chartType": "line"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "date",
+ "port_code",
+ "port_name",
+ "country"
+ ],
+ "rightColIds": []
+ },
+ "columnVisibility": {
+ "hiddenColIds": [
+ "country_code"
+ ]
+ },
+ "columnOrder": {
+ "orderedColIds": [
+ "date",
+ "port_code",
+ "port_name",
+ "country",
+ "country_code",
+ "portcalls",
+ "portcalls_tanker",
+ "portcalls_container",
+ "portcalls_general_cargo",
+ "portcalls_dry_bulk",
+ "portcalls_roro",
+ "imports",
+ "imports_cargo",
+ "imports_tanker",
+ "imports_container",
+ "imports_general_cargo",
+ "imports_dry_bulk",
+ "imports_roro",
+ "exports",
+ "exports_cargo",
+ "exports_tanker",
+ "exports_container",
+ "exports_general_cargo",
+ "exports_dry_bulk",
+ "exports_roro"
+ ]
+ }
+ }
+ }
+ },
+ "groups": [
+ "Group 2"
+ ]
+ },
+ {
+ "i": "imf_portwatch_country_activity_imf_obb",
+ "x": 0,
+ "y": 47,
+ "w": 40,
+ "h": 15,
+ "state": {
+ "params": {
+ "country_code": "USA",
+ "metric": "portcalls",
+ "start_date": "2024-01-01"
+ },
+ "chartView": {
+ "enabled": false,
+ "chartType": "line"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "date",
+ "country"
+ ],
+ "rightColIds": []
+ },
+ "columnVisibility": {
+ "hiddenColIds": [
+ "country_code"
+ ]
+ }
+ }
+ }
+ },
+ "groups": []
+ },
+ {
+ "i": "imf_portwatch_monthly_trade_imf_obb",
+ "x": 0,
+ "y": 62,
+ "w": 40,
+ "h": 15,
+ "state": {
+ "params": {
+ "code": "USA",
+ "metric": "trade_value",
+ "start_date": "2020-01-01"
+ },
+ "chartView": {
+ "enabled": false,
+ "chartType": "line"
+ },
+ "columnState": {
+ "default": {
+ "columnPinning": {
+ "leftColIds": [
+ "date",
+ "region"
+ ],
+ "rightColIds": []
+ },
+ "columnVisibility": {
+ "hiddenColIds": [
+ "country_code"
+ ]
+ }
+ }
+ }
+ },
+ "groups": []
+ }
+ ]
+ }
},
- "presentation-tables": {
- "id": "presentation-tables",
- "name": "Presentation Tables",
- "layout": [
- {
- "i": "imf_utils_presentation_table_custom_obb",
- "x": 0,
- "y": 2,
- "w": 40,
- "h": 31,
- "state": {
- "params": {
- "dataflow_group": "qgfs",
- "table": "qgfs_balance",
- "country": [
- "BRA"
- ],
- "frequency": "Q",
- "limit": "3"
- },
- "columnState": {
- "default": {
- "columnOrder": {
- "orderedColIds": [
- "country",
- "title",
- "2024-12-31",
- "2023-12-31",
- "2022-12-31"
- ]
- }
- }
- }
- },
- "groups": []
- }
- ]
- },
- "direction-of-trade": {
- "id": "direction-of-trade",
- "name": "Direction of Trade",
- "layout": [
- {
- "i": "economy_direction_of_trade_imf_obb",
- "x": 0,
- "y": 2,
- "w": 40,
- "h": 27,
- "state": {
- "params": {
- "start_date": "2010-01-01",
- "frequency": "quarter"
- },
- "chartModel": {
- "modelType": "range",
- "chartType": "line",
- "chartOptions": {},
- "suppressChartRanges": true
- },
- "chartView": {
- "enabled": false,
- "chartType": "line"
- },
- "columnState": {
- "default": {
- "columnPinning": {
- "leftColIds": [
- "date",
- "symbol"
- ],
- "rightColIds": []
- },
- "columnVisibility": {
- "hiddenColIds": [
- "symbol",
- "country_code",
- "counterpart_code",
- "unit_multiplier"
- ]
- },
- "columnOrder": {
- "orderedColIds": [
- "date",
- "symbol",
- "country",
- "counterpart",
- "title",
- "value",
- "scale",
- "unit",
- "country_code",
- "counterpart_code",
- "unit_multiplier"
- ]
- }
- }
- }
- },
- "groups": []
- }
- ]
- },
- "port-watch": {
- "id": "port-watch",
- "name": "Port Watch",
- "layout": [
- {
- "i": "economy_shipping_chokepoint_volume_imf_obb",
- "x": 0,
- "y": 2,
- "w": 40,
- "h": 16,
- "state": {
- "params": {
- "start_date": "2024-01-01",
- "chokepoint": [
- "chokepoint2"
- ]
- },
- "chartView": {
- "enabled": false,
- "chartType": "line"
- },
- "columnState": {
- "default": {
- "columnPinning": {
- "leftColIds": [
- "date",
- "chokepoint"
- ],
- "rightColIds": []
- },
- "columnOrder": {
- "orderedColIds": [
- "date",
- "chokepoint",
- "vessels_total",
- "vessels_cargo",
- "vessels_tanker",
- "vessels_container",
- "vessels_general_cargo",
- "vessels_dry_bulk",
- "vessels_roro",
- "capacity_total",
- "capacity_cargo",
- "capacity_tanker",
- "capacity_container",
- "capacity_general_cargo",
- "capacity_dry_bulk",
- "capacity_roro"
- ]
- }
- }
- }
- },
- "groups": []
- },
- {
- "i": "economy_shipping_port_info_imf_obb",
- "x": 0,
- "y": 18,
- "w": 40,
- "h": 14,
- "state": {
- "params": {
- "country": "USA",
- "port_code": "port786"
- },
- "chartView": {
- "enabled": false,
- "chartType": "line"
- },
- "columnState": {
- "default": {
- "columnPinning": {
- "leftColIds": [
- "port_code",
- "continent",
- "country",
- "port_full_name"
- ],
- "rightColIds": []
- },
- "columnVisibility": {
- "hiddenColIds": [
- "country_code",
- "port_name"
- ]
- },
- "columnOrder": {
- "orderedColIds": [
- "port_code",
- "continent",
- "country",
- "country_code",
- "port_name",
- "port_full_name",
- "latitude",
- "longitude",
- "vessel_count_total",
- "vessel_count_tanker",
- "vessel_count_container",
- "vessel_count_general_cargo",
- "vessel_count_dry_bulk",
- "vessel_count_roro",
- "share_country_maritime_import",
- "share_country_maritime_export",
- "industry_top1",
- "industry_top2",
- "industry_top3"
- ]
- }
- }
- }
- },
- "groups": [
- "Group 2"
- ]
- },
- {
- "i": "economy_shipping_port_volume_imf_obb",
- "x": 0,
- "y": 32,
- "w": 40,
- "h": 15,
- "state": {
- "params": {
- "start_date": "2024-01-01",
- "country": "DEU"
- },
- "chartView": {
- "enabled": false,
- "chartType": "line"
- },
- "columnState": {
- "default": {
- "columnPinning": {
- "leftColIds": [
- "date",
- "port_code",
- "port_name",
- "country"
- ],
- "rightColIds": []
- },
- "columnVisibility": {
- "hiddenColIds": [
- "country_code"
- ]
- },
- "columnOrder": {
- "orderedColIds": [
- "date",
- "port_code",
- "port_name",
- "country",
- "country_code",
- "portcalls",
- "portcalls_tanker",
- "portcalls_container",
- "portcalls_general_cargo",
- "portcalls_dry_bulk",
- "portcalls_roro",
- "imports",
- "imports_cargo",
- "imports_tanker",
- "imports_container",
- "imports_general_cargo",
- "imports_dry_bulk",
- "imports_roro",
- "exports",
- "exports_cargo",
- "exports_tanker",
- "exports_container",
- "exports_general_cargo",
- "exports_dry_bulk",
- "exports_roro"
- ]
- }
- }
- }
- },
- "groups": [
- "Group 2"
- ]
- }
- ]
- }
- },
- "groups": [
- {
- "name": "Group 1",
- "type": "param",
- "paramName": "symbol",
- "defaultValue": "CTOT::CEPI_CTOTX_GDP"
- },
- {
- "name": "Group 2",
- "type": "param",
- "paramName": "port_code",
- "defaultValue": "port664"
- }
- ]
-}]
\ No newline at end of file
+ "groups": [
+ {
+ "name": "Group 1",
+ "type": "param",
+ "paramName": "symbol",
+ "defaultValue": "CTOT::CEPI_CTOTX_GDP"
+ },
+ {
+ "name": "Group 2",
+ "type": "param",
+ "paramName": "port_code",
+ "defaultValue": "port664"
+ }
+ ]
+ }
+]
\ No newline at end of file
diff --git a/openbb_platform/providers/imf/openbb_imf/assets/__init__.py b/openbb_platform/providers/imf/openbb_imf/assets/__init__.py
index e65c4f3d781..0a100138f7c 100644
--- a/openbb_platform/providers/imf/openbb_imf/assets/__init__.py
+++ b/openbb_platform/providers/imf/openbb_imf/assets/__init__.py
@@ -1 +1,3 @@
"""IMF Static Assets."""
+
+from __future__ import annotations
diff --git a/openbb_platform/providers/imf/openbb_imf/assets/imf_cache.pkl.gz b/openbb_platform/providers/imf/openbb_imf/assets/imf_cache.pkl.gz
deleted file mode 100644
index d164b8bc5d9..00000000000
Binary files a/openbb_platform/providers/imf/openbb_imf/assets/imf_cache.pkl.gz and /dev/null differ
diff --git a/openbb_platform/providers/imf/openbb_imf/imf_router.py b/openbb_platform/providers/imf/openbb_imf/imf_router.py
index 64495cdf30b..30935a009fa 100644
--- a/openbb_platform/providers/imf/openbb_imf/imf_router.py
+++ b/openbb_platform/providers/imf/openbb_imf/imf_router.py
@@ -1,17 +1,22 @@
-"""IMF Utilities Router."""
-
-# pylint: disable=C0302
-# pylint: disable=unused-argument,protected-access,too-many-positional-arguments,too-many-locals,too-many-branches
+"""IMF Router."""
+import re
from typing import Annotated, Any, Literal
from fastapi import Query
-from fastapi.responses import HTMLResponse
from openbb_core.app.model.abstract.error import OpenBBError
+from openbb_core.app.model.command_context import CommandContext
from openbb_core.app.model.example import APIEx, PythonEx
from openbb_core.app.model.obbject import OBBject
+from openbb_core.app.provider_interface import (
+ ExtraParams,
+ ProviderChoices,
+ StandardParams,
+)
+from openbb_core.app.query import Query as OBBQuery
from openbb_core.app.router import Router
from openbb_core.app.service.system_service import SystemService
+
from openbb_imf.models.indicator_metadata import ImfTableMetadata
from openbb_imf.utils.constants import (
PRESENTATION_TABLES,
@@ -19,12 +24,85 @@ from openbb_imf.utils.constants import (
table_dataflow_map,
table_name_map,
)
-from openbb_imf.utils.metadata import ImfMetadata
+from openbb_imf.utils.metadata import ImfMetadata, ImfMetadataDependency
-router = Router(prefix="", description="Utilities for IMF provider.")
+router = Router(prefix="", description="IMF provider router.")
api_prefix = SystemService().system_settings.api_settings.prefix
+def _render_dataflows_markdown(metadata: ImfMetadata) -> str:
+ """Render the full dataflow catalog as a markdown summary."""
+ dataflows = metadata.dataflows
+ all_tables = metadata.list_all_dataflow_tables()
+ md_parts: list[str] = []
+
+ for dataflow_id in sorted(dataflows.keys()):
+ details = dataflows[dataflow_id]
+ try:
+ indicators = metadata.get_indicators_in(dataflow_id)
+ except KeyError:
+ indicators = []
+ params = metadata.get_dataflow_parameters(dataflow_id)
+ md_parts.append(f"## `{dataflow_id}` - {details.get('name', '')}\n\n")
+
+ if indicators:
+ md_parts.append(f"**Number of Series:** {len(indicators)}\n\n")
+ if params:
+ escaped = [f"`{p}`" for p in list(params)]
+ md_parts.append(f"**Dimensions:** {', '.join(escaped)}\n\n")
+
+ presentations = all_tables.get(dataflow_id, [])
+ if presentations:
+ md_parts.append("### Presentation Tables\n\n")
+ seen_names: set[str] = set()
+ for pres in presentations:
+ pres_name = pres.get("name", "").strip()
+ if pres_name in seen_names:
+ continue
+ seen_names.add(pres_name)
+
+ pres_id = pres.get("id", "")
+ pres_desc = pres.get("description", "").strip()
+ friendly_name = pres.get("friendly_name", "")
+ symbol = f"{dataflow_id}::{pres_id}"
+ md_parts.append(f"#### {pres_name}\n\n")
+ if friendly_name:
+ md_parts.append(f"**Friendly Name:** `{friendly_name}`\n\n")
+ md_parts.append(f"**Symbol:** `{symbol}`\n\n")
+ if pres_desc and pres_desc != pres_name:
+ md_parts.append(f"{pres_desc}\n\n")
+
+ md_parts.append(f"{details.get('description', '').strip()}\n\n")
+ md_parts.append("---\n\n")
+
+ return "".join(md_parts)
+
+
+def _dump_economic_indicator_rows(results: Any) -> list[dict[str, Any]]:
+ """Normalize fetcher output to a list of JSON-mode pydantic dumps."""
+ rows: Any = results.result if hasattr(results, "result") else results
+ if not rows:
+ return []
+ out: list[dict[str, Any]] = []
+ for r in rows:
+ if hasattr(r, "model_dump"):
+ out.append(r.model_dump(mode="json", exclude_none=True))
+ else:
+ out.append(dict(r))
+ return out
+
+
+def _render_parameters_markdown(parameters: dict[str, list[dict]]) -> str:
+ """Render dataflow parameters as a per-dimension code list."""
+ parts: list[str] = []
+ for dim, options in parameters.items():
+ parts.append(f"### `{dim}`\n\n")
+ for option in options:
+ parts.append(f"- `{option.get('value', '')}` : {option.get('label')}\n\n")
+ parts.append("---\n\n")
+ return "".join(parts)
+
+
@router.command(
methods=["GET"],
widget_config={
@@ -59,74 +137,20 @@ api_prefix = SystemService().system_settings.api_settings.prefix
PythonEx(
description="Lists all known dataflows available from the IMF.",
code=[
- "imf_dataflows = obb.imf.utils.list_dataflows()",
+ "imf_dataflows = obb.imf.list_dataflows()",
"print(imf_dataflows)",
],
),
],
)
async def list_dataflows(
+ metadata: ImfMetadataDependency,
output_format: Literal["json", "markdown"] = "json",
) -> OBBject:
- """List all available IMF dataflows.
-
- Returns an OBBject containing either a JSON dictionary of dataflows
- or a markdown string under the 'results' attribute.
- """
- metadata = ImfMetadata()
- dataflows = metadata.dataflows
-
+ """List all available IMF dataflows."""
if output_format == "markdown":
- all_tables = metadata.list_all_dataflow_tables()
- md_text = ""
-
- for dataflow_id in sorted(dataflows.keys()):
- details = dataflows[dataflow_id]
- indicators = metadata.get_indicators_in(dataflow_id)
- params = metadata.get_dataflow_parameters(dataflow_id)
- md_text += f"## `{dataflow_id}` - {details.get('name', '')}\n\n"
-
- if indicators:
- md_text += f"**Number of Series:** {len(indicators)}\n\n"
-
- if params:
- escaped_params = [f"`{param}`" for param in list(params)]
- md_text += f"**Dimensions:** {', '.join(escaped_params)}\n\n"
-
- presentations = all_tables.get(dataflow_id, [])
-
- if presentations:
- md_text += "### Presentation Tables\n\n"
- seen_names: set[str] = set()
-
- for pres in presentations:
- pres_name = pres.get("name", "").strip()
-
- if pres_name in seen_names:
- continue
-
- seen_names.add(pres_name)
-
- pres_id = pres.get("id", "")
- pres_desc = pres.get("description", "").strip()
- friendly_name = pres.get("friendly_name", "")
- symbol = f"{dataflow_id}::{pres_id}"
- md_text += f"#### {pres_name}\n\n"
-
- if friendly_name:
- md_text += f"**Friendly Name:** `{friendly_name}`\n\n"
-
- md_text += f"**Symbol:** `{symbol}`\n\n"
-
- if pres_desc and pres_desc != pres_name:
- md_text += f"{pres_desc}\n\n"
-
- md_text += f"{details.get('description', '').strip()}\n\n"
- md_text += "---\n\n"
-
- return OBBject(results=md_text)
-
- return OBBject(results=dataflows)
+ return OBBject(results=_render_dataflows_markdown(metadata))
+ return OBBject(results=metadata.dataflows)
@router.command(
@@ -141,7 +165,7 @@ async def list_dataflows(
"value": "CPI",
"description": "The IMF dataflow to display.",
"type": "endpoint",
- "optionsEndpoint": f"{api_prefix}/imf_utils/list_dataflow_choices",
+ "optionsEndpoint": f"{api_prefix}/imf/list_dataflow_choices",
"style": {"popupWidth": 700},
},
{
@@ -158,7 +182,7 @@ async def list_dataflows(
PythonEx(
description="Get parameters for the 'CPI' dataflow.",
code=[
- "imf_params = obb.imf.utils.get_dataflow_dimensions('CPI')",
+ "imf_params = obb.imf.get_dataflow_dimensions('CPI')",
"print(imf_params.results)",
],
),
@@ -173,6 +197,7 @@ async def list_dataflows(
],
)
async def get_dataflow_dimensions(
+ metadata: ImfMetadataDependency,
dataflow_id: Annotated[
str,
Query(
@@ -182,55 +207,11 @@ async def get_dataflow_dimensions(
],
output_format: Literal["json", "markdown"] = "json",
) -> OBBject:
- """Dataflow parameters and possible values.
-
- Returns an OBBject containing either a JSON dictionary of parameters
- and their options, or a markdown string under the 'results' attribute.
- """
- metadata = ImfMetadata()
- params_str = ""
-
- try:
- parameters = metadata.get_dataflow_parameters(dataflow_id)
- except ValueError as e:
- raise e from e
-
+ """Dataflow parameters and their possible values."""
+ parameters = metadata.get_dataflow_parameters(dataflow_id)
if output_format == "json":
return OBBject(results=parameters)
-
- for dim, options in parameters.items():
- params_str += f"### `{dim}`\n\n"
- for option in options:
- params_str += f"- `{option.get('value', '')}` : {option.get('label')}\n\n"
- params_str += "---\n\n"
-
- return OBBject(results=params_str)
-
-
-@router.command(
- methods=["GET"],
- widget_config={"exclude": True},
- examples=[
- APIEx(
- description="Get port ID choices for IMF Port Watch.",
- parameters={},
- )
- ],
-)
-async def list_port_id_choices() -> list[dict[str, str]]:
- """
- Get port ID choices for IMF Port Watch.
-
- Returns
- -------
- list[dict[str, str]]
- A list of dictionaries with 'label' and 'value' for each port ID.
- """
- # pylint: disable=import-outside-toplevel
- from openbb_imf.utils.port_watch_helpers import get_port_id_choices
-
- choices = get_port_id_choices()
- return choices
+ return OBBject(results=_render_parameters_markdown(parameters))
@router.command(
@@ -260,9 +241,10 @@ async def list_port_id_choices() -> list[dict[str, str]]:
"subCategory": "Metadata",
},
)
-async def list_tables() -> OBBject[list[ImfTableMetadata]]:
+async def list_tables(
+ metadata: ImfMetadataDependency,
+) -> OBBject[list[ImfTableMetadata]]:
"""Get the list of presentation tables available from the IMF."""
- metadata = ImfMetadata()
tables: list[ImfTableMetadata] = []
dataflows = metadata.list_all_dataflow_tables()
@@ -293,29 +275,15 @@ async def list_tables() -> OBBject[list[ImfTableMetadata]]:
),
],
)
-async def list_table_choices() -> list[dict[str, str]]:
- """Get presentation table choices for IMF data retrieval.
-
- Returns
- -------
- list[dict[str, str]]
- A list of dictionaries with 'label' and 'value' for each presentation table.
- """
- metadata = ImfMetadata()
- table_choices = metadata.list_all_dataflow_tables()
- choices: list[dict[str, str]] = []
- for dataflow_id, presentations in table_choices.items():
- for pres in presentations:
- table_id = pres.get("id", "")
- unique_key = f"{dataflow_id}::{table_id}"
- choices.append(
- {
- "label": pres.get("name", ""),
- "value": unique_key,
- }
- )
-
- return choices
+async def list_table_choices(
+ metadata: ImfMetadataDependency,
+) -> list[dict[str, str]]:
+ """Get presentation table choices for IMF data retrieval."""
+ return [
+ {"label": pres.get("name", ""), "value": f"{dataflow_id}::{pres.get('id', '')}"}
+ for dataflow_id, presentations in metadata.list_all_dataflow_tables().items()
+ for pres in presentations
+ ]
@router.command(
@@ -328,25 +296,62 @@ async def list_table_choices() -> list[dict[str, str]]:
)
],
)
-async def list_dataflow_choices() -> list[dict[str, str]]:
- """Get dataflow choices for IMF data retrieval.
+async def list_dataflow_choices(
+ metadata: ImfMetadataDependency,
+) -> list[dict[str, str]]:
+ """Get dataflow choices for IMF data retrieval."""
+ choices = [
+ {"label": details.get("name", ""), "value": dataflow_id}
+ for dataflow_id, details in metadata.dataflows.items()
+ ]
+ return sorted(choices, key=lambda x: x["label"])
- Returns
- -------
- list[dict[str, str]]
- A list of dictionaries with 'label' and 'value' for each presentation table.
- """
- metadata = ImfMetadata()
- dataflows = metadata.dataflows
- choices: list[dict[str, str]] = []
- for dataflow_id, details in dataflows.items():
- choices.append(
- {
- "label": details.get("name", ""),
- "value": dataflow_id,
- }
+
+@router.command(
+ methods=["GET"],
+ widget_config={"exclude": True},
+ examples=[
+ APIEx(
+ description="Get country choices for the IMF Balance of Payments dataflow.",
+ parameters={},
)
+ ],
+)
+async def list_bop_country_choices(
+ metadata: ImfMetadataDependency,
+) -> list[dict[str, str]]:
+ """Get country choices (label, ISO3 value) for the IMF Balance of Payments dataflow."""
+ params = metadata.get_dataflow_parameters("BOP")
+ choices: list[dict[str, str]] = []
+ for entry in params.get("COUNTRY", []):
+ code = entry.get("value")
+ if not code:
+ continue
+ choices.append({"label": entry.get("label", code), "value": code.upper()})
+ return sorted(choices, key=lambda x: x["label"])
+
+@router.command(
+ methods=["GET"],
+ widget_config={"exclude": True},
+ examples=[
+ APIEx(
+ description="Get country choices for the IMF Consumer Price Index dataflow.",
+ parameters={},
+ )
+ ],
+)
+async def list_cpi_country_choices(
+ metadata: ImfMetadataDependency,
+) -> list[dict[str, str]]:
+ """Get country choices (label, ISO3 value) for the IMF Consumer Price Index dataflow."""
+ params = metadata.get_dataflow_parameters("CPI")
+ choices: list[dict[str, str]] = []
+ for entry in params.get("COUNTRY", []):
+ code = entry.get("value")
+ if not code:
+ continue
+ choices.append({"label": entry.get("label", code), "value": code.upper()})
return sorted(choices, key=lambda x: x["label"])
@@ -382,6 +387,7 @@ async def list_dataflow_choices() -> list[dict[str, str]]:
],
)
async def presentation_table_choices(
+ metadata: ImfMetadataDependency,
dataflow_group: str | None = None,
table: str | None = None,
country: str | None = None,
@@ -389,11 +395,6 @@ async def presentation_table_choices(
) -> list[dict[str, str]]:
"""Get presentation table choices for IMF data retrieval.
- This endpoint provides dynamic choices for IMF presentation tables based on selected parameters.
- It is intended to be used by the OpenBB Workspace UI to populate dropdowns.
-
- For manual API calls, use `economy/indicators` instead with a `symbol` from `list_tables()`.
-
Parameters
----------
dataflow_group : str | None
@@ -408,9 +409,7 @@ async def presentation_table_choices(
Returns
-------
list[dict[str, str]]
- A list of dictionaries with 'label' and 'value' for each presentation table.
"""
- # pylint: disable=import-outside-toplevel
from openbb_imf.utils.progressive_helper import ImfParamsBuilder
choices: list[dict[str, str]] = []
@@ -418,10 +417,7 @@ async def presentation_table_choices(
if dataflow_group is None:
return table_dataflow_choices
- metadata = ImfMetadata()
-
if dataflow_group is not None and table is None:
-
table_names = table_dataflow_map.get(dataflow_group, [])
for t in table_names:
@@ -441,13 +437,20 @@ async def presentation_table_choices(
country_dim = (
"COUNTRY"
if "COUNTRY" in params
- else "JURISDICTION" if "JURISDICTION" in params else "REF_AREA"
+ else "JURISDICTION"
+ if "JURISDICTION" in params
+ else "REF_AREA"
)
countries = params.get(country_dim, [])
return sorted(countries, key=lambda x: x["label"])
- if dataflow_group is not None and table is not None and country is not None:
+ if (
+ dataflow_group is not None
+ and table is not None
+ and country is not None
+ and frequency is not None
+ ):
table_id = PRESENTATION_TABLES.get(table, "")
dataflow_id = table_id.split("::")[0]
hierarchy_id = table_id.split("::", 1)[1] if "::" in table_id else None
@@ -455,7 +458,6 @@ async def presentation_table_choices(
country_dim = "COUNTRY" if "COUNTRY" in params else "REF_AREA"
freq_dim = "FREQUENCY" if "FREQUENCY" in params else "FREQ"
- # Get table structure and extract dimension codes (same as table_builder.get_table)
table_structure = metadata.get_dataflow_table_structure(
dataflow_id, hierarchy_id
)
@@ -472,55 +474,6 @@ async def presentation_table_choices(
pb = ImfParamsBuilder(dataflow_id=dataflow_id)
dims_in_order = pb._get_dimensions_in_order()
- # Set dimensions in order, using table's indicator codes
- for dim_id in dims_in_order:
- if dim_id in dimension_codes:
- codes = dimension_codes[dim_id]
- joined = "+".join(codes)
- if len(joined) > 800:
- # Truncate to avoid URL length issues
- joined = "+".join(codes[:20])
- if len(joined) > 800:
- joined = "*"
- pb.set_dimension((dim_id, joined))
- elif dim_id == country_dim:
- pb.set_dimension((dim_id, str(country).replace(",", "+")))
-
- options = pb.get_options_for_dimension(freq_dim) if freq_dim else []
-
- return options
-
- if (
- dataflow_group is not None
- and table is not None
- and country is not None
- and frequency is not None
- ):
- table_id = PRESENTATION_TABLES.get(table, "")
- dataflow_id = table_id.split("::")[0]
- hierarchy_id = table_id.split("::", 1)[1] if "::" in table_id else None
- params = metadata.get_dataflow_parameters(dataflow_id)
- country_dim = "COUNTRY" if "COUNTRY" in params else "REF_AREA"
- freq_dim = "FREQUENCY" if "FREQUENCY" in params else "FREQ"
-
- # Get table structure and extract dimension codes (same as table_builder.get_table)
- table_structure = metadata.get_dataflow_table_structure(
- dataflow_id, hierarchy_id
- )
- dimension_codes = {}
- for entry in table_structure.get("indicators", []):
- indicator_code = entry.get("indicator_code")
- dimension_id = entry.get("dimension_id")
- if indicator_code and dimension_id:
- if dimension_id not in dimension_codes:
- dimension_codes[dimension_id] = []
- if indicator_code not in dimension_codes[dimension_id]:
- dimension_codes[dimension_id].append(indicator_code)
-
- pb = ImfParamsBuilder(dataflow_id=dataflow_id)
- dims_in_order = pb._get_dimensions_in_order()
-
- # Set dimensions in order, using table's indicator codes
for dim_id in dims_in_order:
if dim_id in dimension_codes:
codes = dimension_codes[dim_id]
@@ -542,27 +495,93 @@ async def presentation_table_choices(
return options
- return choices
+ if dataflow_group is not None and table is not None and country is not None:
+ table_id = PRESENTATION_TABLES.get(table, "")
+ dataflow_id = table_id.split("::")[0]
+ hierarchy_id = table_id.split("::", 1)[1] if "::" in table_id else None
+ params = metadata.get_dataflow_parameters(dataflow_id)
+ country_dim = "COUNTRY" if "COUNTRY" in params else "REF_AREA"
+ freq_dim = "FREQUENCY" if "FREQUENCY" in params else "FREQ"
+
+ table_structure = metadata.get_dataflow_table_structure(
+ dataflow_id, hierarchy_id
+ )
+ dimension_codes = {}
+ for entry in table_structure.get("indicators", []):
+ indicator_code = entry.get("indicator_code")
+ dimension_id = entry.get("dimension_id")
+ if indicator_code and dimension_id:
+ if dimension_id not in dimension_codes:
+ dimension_codes[dimension_id] = []
+ if indicator_code not in dimension_codes[dimension_id]:
+ dimension_codes[dimension_id].append(indicator_code)
+
+ pb = ImfParamsBuilder(dataflow_id=dataflow_id)
+ dims_in_order = pb._get_dimensions_in_order()
+
+ for dim_id in dims_in_order:
+ if dim_id in dimension_codes:
+ codes = dimension_codes[dim_id]
+ joined = "+".join(codes)
+ if len(joined) > 800:
+ joined = "+".join(codes[:20])
+ if len(joined) > 800:
+ joined = "*"
+ pb.set_dimension((dim_id, joined))
+ elif dim_id == country_dim:
+ pb.set_dimension((dim_id, str(country).replace(",", "+")))
+
+ options = pb.get_options_for_dimension(freq_dim) if freq_dim else []
+
+ return options
+
+ return choices # pragma: no cover -- unreachable: all four branches above are exhaustive
+
+
+_INDENT_UNIT = ">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0"
+
+
+def _indent_title(title: str, level: int) -> str:
+ """Prepend ``>``-prefixed indent markers proportional to ``level``."""
+ if not isinstance(title, str):
+ return title
+ if level <= 0:
+ return title
+ return _INDENT_UNIT * level + title
+
+
+def _rewrap_indent(title: str) -> str:
+ """Replace leading whitespace with ``_INDENT_UNIT`` markers per 3-space step."""
+ if not isinstance(title, str):
+ return title
+ stripped = title.lstrip(" ")
+ leading = len(title) - len(stripped)
+ if leading == 0:
+ return stripped
+ level = leading // 3
+ return _INDENT_UNIT * level + stripped
+
+
+_DATE_RE = re.compile(r"^\d{4}-\d{2}-\d{2}$")
@router.command(
methods=["GET"],
widget_config={
- "type": "html",
"params": [
{
"paramName": "dataflow_group",
"label": "Dataflow",
"value": None,
"type": "endpoint",
- "optionsEndpoint": f"{api_prefix}/imf_utils/presentation_table_choices",
+ "optionsEndpoint": f"{api_prefix}/imf/presentation_table_choices",
"description": "The IMF dataflow group.",
},
{
"paramName": "table",
"label": "Table",
"type": "endpoint",
- "optionsEndpoint": f"{api_prefix}/imf_utils/presentation_table_choices",
+ "optionsEndpoint": f"{api_prefix}/imf/presentation_table_choices",
"optionsParams": {
"dataflow_group": "$dataflow_group",
},
@@ -573,8 +592,8 @@ async def presentation_table_choices(
"label": "Country",
"description": "Country or region for the table.",
"type": "endpoint",
- "multiSelect": True,
- "optionsEndpoint": f"{api_prefix}/imf_utils/presentation_table_choices",
+ "multiSelect": False,
+ "optionsEndpoint": f"{api_prefix}/imf/presentation_table_choices",
"optionsParams": {
"dataflow_group": "$dataflow_group",
"table": "$table",
@@ -585,7 +604,7 @@ async def presentation_table_choices(
"paramName": "frequency",
"label": "Frequency",
"type": "endpoint",
- "optionsEndpoint": f"{api_prefix}/imf_utils/presentation_table_choices",
+ "optionsEndpoint": f"{api_prefix}/imf/presentation_table_choices",
"optionsParams": {
"dataflow_group": "$dataflow_group",
"table": "$table",
@@ -610,17 +629,13 @@ async def presentation_table_choices(
"description": "Most recent N records to retrieve per series.",
"type": "number",
},
- {
- "paramName": "raw",
- "show": False,
- },
],
- "raw": True,
+ "runButton": True,
"refetchInterval": False,
"name": "IMF Presentation Table",
"description": "Presentation tables from the IMF database.",
"source": ["IMF"],
- "category": "IMF Utilities",
+ "category": "IMF Data",
"subCategory": "Presentation Tables",
},
examples=[
@@ -685,20 +700,9 @@ async def presentation_table(
description="Maximum number of records to retrieve per series.",
),
] = 1,
- raw: Annotated[
- bool,
- Query(
- title="Raw Output",
- description="Return presentation table as raw JSON data if True.",
- ),
- ] = False,
-) -> Any:
- """Get a formatted presentation table from the IMF database. Returns as HTML or JSON list."""
- # pylint: disable=import-outside-toplevel
- import html as html_module
-
+) -> list[dict[str, Any]]:
+ """Get a presentation table from the IMF database as native AG Grid rows."""
from openbb_imf.models.economic_indicators import ImfEconomicIndicatorsFetcher
- from pandas import DataFrame
if dataflow_group is None or table is None:
raise OpenBBError(ValueError("Please enter a dataflow group and a table."))
@@ -717,103 +721,44 @@ async def presentation_table(
"pivot": True,
}
results = await ImfEconomicIndicatorsFetcher.fetch_data(params, {})
- results_json = [d.model_dump(mode="json", exclude_none=True) for d in results.result] # type: ignore
+ rows = _dump_economic_indicator_rows(results)
- if raw is True:
- return results_json
+ keep_country = len({c.strip() for c in re.split(r"[+,]", country) if c.strip()}) > 1
- df = DataFrame(results_json).set_index(["title", "country"]).reset_index()
- # Preserve leading whitespace by replacing double spaces with non-breaking spaces
- df["title"] = df["title"].apply(
- lambda x: x.replace(" ", "\u00a0\u00a0") if isinstance(x, str) else x
- )
+ out: list[dict[str, Any]] = []
+ for row in rows:
+ level = row.get("level")
+ title = row.get("title", "")
+ if level is None:
+ title = _rewrap_indent(title)
+ else:
+ try:
+ lvl = int(level)
+ except (TypeError, ValueError):
+ lvl = 0
+ title = _indent_title(title, lvl)
- columns = df.columns.tolist()
- header_cells = "".join(
- f"| {html_module.escape(str(col))} | " for col in columns
- )
+ ordered: dict[str, Any] = {}
+ if keep_country and "country" in row:
+ ordered["country"] = row["country"]
+ ordered["title"] = title
+ date_pairs: list[tuple[str, Any]] = []
+ trailing: list[tuple[str, Any]] = []
+ for k, v in row.items():
+ if k in ("country", "title", "level"):
+ continue
+ if isinstance(k, str) and _DATE_RE.match(k):
+ date_pairs.append((k, v))
+ else:
+ trailing.append((k, v))
+ date_pairs.sort(key=lambda kv: kv[0], reverse=True)
+ for k, v in date_pairs:
+ ordered[k] = v
+ for k, v in trailing:
+ ordered[k] = v
+ out.append(ordered)
- def format_number(value):
- """Format large numbers with K, M, B suffixes for readability."""
- if isinstance(value, (int, float)):
- abs_value = abs(value)
- if abs_value >= 1_000_000_000:
- return f"{value / 1_000_000_000:.2f}".rstrip("0").rstrip(".") + "B"
- if abs_value >= 1_000_000:
- return f"{value / 1_000_000:.2f}".rstrip("0").rstrip(".") + "M"
- if abs_value >= 1_000:
- return f"{value / 1_000:.2f}".rstrip("0").rstrip(".") + "K"
- if isinstance(value, float):
- return f"{value:.2f}".rstrip("0").rstrip(".")
- return str(value)
- return str(value)
-
- # Build body rows
- body_rows = ""
- for _, row in df.iterrows():
- cells = "".join(
- f"{html_module.escape(format_number(row[col]))} | " for col in columns
- )
- body_rows += f"{cells}
"
-
- interactive_html = f"""
-
-
-
-
- IMF Presentation Table
-
-
-
-
-
-
- {header_cells}
- {body_rows}
-
-
")
- # Share of Country's Maritime Traffic
share_import = row.get("share_country_maritime_import")
share_export = row.get("share_country_maritime_export")
@@ -96,7 +94,6 @@ def plot_port_info_map(data: list[ImfPortInfoData]):
html_parts.append("
Share of Country's Maritime Traffic:
")
html_parts.extend(traffic_lines_content)
- # Avg Annual Vessels
vessel_labels = [
"Total",
"Containers",
@@ -165,7 +162,7 @@ def plot_port_info_map(data: list[ImfPortInfoData]):
fig.update_traces(hovertemplate="%{customdata[0]}")
- layout_map_config = {
+ layout_map_config: dict[str, Any] = {
"style": "carto-voyager",
"zoom": map_zoom,
}
diff --git a/openbb_platform/providers/imf/openbb_imf/views/port_watch_charts.py b/openbb_platform/providers/imf/openbb_imf/views/port_watch_charts.py
new file mode 100644
index 00000000000..b8de9f48e4c
--- /dev/null
+++ b/openbb_platform/providers/imf/openbb_imf/views/port_watch_charts.py
@@ -0,0 +1,683 @@
+"""Plotly chart builders for IMF Port Watch endpoints."""
+
+import json
+import math
+from datetime import datetime, timezone
+from typing import TYPE_CHECKING, Any
+
+if TYPE_CHECKING:
+ from openbb_charting.core.openbb_figure import OpenBBFigure
+
+
+def _theme(theme: str = "dark") -> dict[str, Any]:
+ """Return color tokens for the requested theme."""
+ if theme == "dark":
+ return {
+ "plot_bgcolor": "rgba(21,21,21,1)",
+ "paper_bgcolor": "rgba(21,21,21,1)",
+ "font_color": "#ffffff",
+ "annotation_color": "#aaaaaa",
+ "geo_bgcolor": "rgba(0,0,0,0)",
+ "landcolor": "#3a5d3a",
+ "oceancolor": "#223355",
+ "countrycolor": "#cccccc",
+ "coastlinecolor": "#cccccc",
+ }
+ return {
+ "plot_bgcolor": "rgba(255,255,255,1)",
+ "paper_bgcolor": "rgba(255,255,255,1)",
+ "font_color": "#000000",
+ "annotation_color": "#555555",
+ "geo_bgcolor": "rgba(255,255,255,0)",
+ "landcolor": "#3a5d3a",
+ "oceancolor": "#3a5d99",
+ "countrycolor": "#cccccc",
+ "coastlinecolor": "#cccccc",
+ }
+
+
+def _source_annotation(th: dict[str, Any]) -> dict[str, Any]:
+ """Return the IMF Port Watch source-attribution annotation."""
+ return dict(
+ text=f"Source: IMF Port Watch โ {datetime.now(timezone.utc).date().isoformat()}",
+ x=0.5,
+ xref="paper",
+ yref="paper",
+ y=1,
+ yshift=10,
+ showarrow=False,
+ font=dict(size=10, color=th["annotation_color"]),
+ xanchor="center",
+ yanchor="bottom",
+ opacity=0.6,
+ )
+
+
+def figure_to_json(fig) -> dict[str, Any]:
+ """Convert a Plotly figure to the JSON dict Workspace renders."""
+ fig_dict = json.loads(fig.to_json())
+ fig_dict["config"] = {"displayModeBar": False}
+ return fig_dict
+
+
+def clean_records(records: list[dict[str, Any]]) -> list[dict[str, Any]]:
+ """Coerce NaN floats inside ``records`` to ``None`` for JSON serialization."""
+ cleaned: list[dict[str, Any]] = []
+ for row in records:
+ out: dict[str, Any] = {}
+ for k, v in row.items():
+ if isinstance(v, float) and math.isnan(v):
+ out[k] = None
+ else:
+ out[k] = v
+ cleaned.append(out)
+ return cleaned
+
+
+def _empty_figure(message: str, theme: str = "dark"):
+ """Return a blank figure carrying a centered ``message``."""
+ import plotly.graph_objects as go
+
+ th = _theme(theme)
+ fig = go.Figure()
+ fig.add_annotation(
+ text=message,
+ showarrow=False,
+ font=dict(color=th["font_color"], size=14),
+ xref="paper",
+ yref="paper",
+ x=0.5,
+ y=0.5,
+ )
+ fig.update_layout(
+ paper_bgcolor=th["paper_bgcolor"],
+ plot_bgcolor=th["plot_bgcolor"],
+ xaxis=dict(visible=False),
+ yaxis=dict(visible=False),
+ margin=dict(l=20, r=20, t=20, b=20),
+ )
+ return fig
+
+
+_VESSEL_TYPES = (
+ ("container", "Container", "#2E86AB"),
+ ("dry_bulk", "Dry Bulk", "#A23B72"),
+ ("general_cargo", "General Cargo", "#F18F01"),
+ ("roro", "Ro-Ro", "#C73E1D"),
+ ("tanker", "Tanker", "#3B6064"),
+)
+
+_LINE_PALETTE = (
+ "#2E86AB",
+ "#A23B72",
+ "#F18F01",
+ "#C73E1D",
+ "#3B6064",
+ "#7B5C5C",
+ "#5A6F8A",
+ "#F5C16C",
+ "#6CA77F",
+ "#A66DD4",
+ "#D4915F",
+ "#5C8A8A",
+)
+
+_PORT_METRIC_GROUPS = {
+ "portcalls": ("portcalls", "Port Calls", "calls/day"),
+ "import": ("import", "Imports (metric tons)", "tons/day"),
+ "export": ("export", "Exports (metric tons)", "tons/day"),
+}
+
+_TRADENOW_LINE_METRICS = {
+ "trade_value": (
+ "Trade Value Index (2019 = 100)",
+ [
+ ("value_import_total", "Imports", "#2E86AB"),
+ ("value_export_total", "Exports", "#F18F01"),
+ ],
+ "Index (2019 = 100)",
+ ),
+ "trade_volume": (
+ "Trade Volume Index (2019 = 100)",
+ [
+ ("volume_import_total", "Imports", "#2E86AB"),
+ ("volume_export_total", "Exports", "#F18F01"),
+ ],
+ "Index (2019 = 100)",
+ ),
+}
+
+_TRADENOW_PORTCALLS = (
+ "AIS Port Calls",
+ [
+ ("ais_portcalls_container", "Container", "#2E86AB"),
+ ("ais_portcalls_dry_bulk", "Dry Bulk", "#A23B72"),
+ ("ais_portcalls_general_cargo", "General Cargo", "#F18F01"),
+ ("ais_portcalls_roro", "Ro-Ro", "#C73E1D"),
+ ("ais_portcalls_tanker", "Tanker", "#3B6064"),
+ ],
+ "calls/month",
+)
+
+_ALERT_COLORS: dict[str | None, str] = {
+ "RED": "#d62728",
+ "ORANGE": "#ff7f0e",
+ "GREEN": "#2ca02c",
+ None: "#7f7f7f",
+}
+
+
+def build_activity_chart(
+ rows: list[dict[str, Any]],
+ title: str,
+ metric: str = "portcalls",
+ *,
+ theme: str = "dark",
+):
+ """Stacked-area daily activity chart with a 30-day moving average overlay."""
+ import plotly.graph_objects as go
+ from pandas import DataFrame, to_datetime
+
+ groups = _PORT_METRIC_GROUPS
+ if metric not in groups:
+ metric = next(iter(groups))
+ base, metric_label, y_unit = groups[metric]
+
+ if not rows:
+ return _empty_figure("No activity data for the selected window.", theme)
+
+ df = DataFrame(rows)
+ if "date" not in df.columns:
+ return _empty_figure("Activity rows are missing a 'date' field.", theme)
+ df["date"] = to_datetime(df["date"])
+ df = df.sort_values("date")
+
+ th = _theme(theme)
+ fig = go.Figure()
+
+ has_any = False
+ for suffix, label, color in _VESSEL_TYPES:
+ col = f"{base}_{suffix}"
+ if col not in df.columns:
+ continue
+ has_any = True
+ fig.add_trace(
+ go.Scatter(
+ x=df["date"],
+ y=df[col].fillna(0),
+ mode="lines",
+ name=label,
+ stackgroup="vessels",
+ line=dict(width=0.5, color=color),
+ hovertemplate=(
+ f"{label}
%{{x|%Y-%m-%d}}: %{{y:,.0f}}"
+ ),
+ )
+ )
+
+ if not has_any:
+ return _empty_figure(
+ f"No '{metric}' breakdown columns present in this dataset.", theme
+ )
+
+ total_col = next((c for c in (base, f"{base}_total") if c in df.columns), None)
+ if total_col:
+ rolling = df[total_col].astype(float).rolling(window=30, min_periods=5).mean()
+ fig.add_trace(
+ go.Scatter(
+ x=df["date"],
+ y=rolling,
+ mode="lines",
+ name=f"30-day MA ({total_col})",
+ line=dict(color=th["font_color"], width=2, dash="dot"),
+ hovertemplate=(
+ "30-day MA
%{x|%Y-%m-%d}: %{y:,.0f}"
+ ),
+ )
+ )
+
+ fig.update_layout(
+ title=dict(
+ text=f"{title} โ Daily {metric_label}",
+ font=dict(size=16, color=th["font_color"]),
+ x=0.5,
+ ),
+ paper_bgcolor=th["paper_bgcolor"],
+ plot_bgcolor=th["plot_bgcolor"],
+ font=dict(color=th["font_color"]),
+ xaxis=dict(showgrid=False, color=th["font_color"]),
+ yaxis=dict(
+ title=y_unit,
+ showgrid=True,
+ gridcolor="rgba(128,128,128,0.2)",
+ color=th["font_color"],
+ ),
+ hovermode="x unified",
+ legend=dict(orientation="h", yanchor="top", y=-0.12, xanchor="center", x=0.5),
+ margin=dict(l=60, r=20, t=60, b=70),
+ annotations=[_source_annotation(th)],
+ )
+ return fig
+
+
+def build_monthly_trade_chart(
+ rows: list[dict[str, Any]],
+ region_name: str,
+ metric: str = "trade_value",
+ theme: str = "dark",
+):
+ """Line / stacked-area chart for monthly TradeNow indices."""
+ import plotly.graph_objects as go
+ from pandas import DataFrame, to_datetime
+
+ if not rows:
+ return _empty_figure("No monthly trade data for the selected region.", theme)
+ df = DataFrame(rows)
+ if "date" not in df.columns:
+ return _empty_figure("Monthly trade rows missing a 'date' field.", theme)
+ df["date"] = to_datetime(df["date"])
+ df = df.sort_values("date")
+
+ th = _theme(theme)
+ fig = go.Figure()
+
+ if metric == "portcalls":
+ title_metric, traces, y_unit = _TRADENOW_PORTCALLS
+ for col, label, color in traces:
+ if col not in df.columns:
+ continue
+ fig.add_trace(
+ go.Scatter(
+ x=df["date"],
+ y=df[col].fillna(0),
+ mode="lines",
+ name=label,
+ stackgroup="vessels",
+ line=dict(width=0.5, color=color),
+ hovertemplate=(
+ f"{label}
%{{x|%Y-%m}}: %{{y:,.0f}}"
+ ),
+ )
+ )
+ else:
+ if metric not in _TRADENOW_LINE_METRICS:
+ metric = "trade_value"
+ title_metric, traces, y_unit = _TRADENOW_LINE_METRICS[metric]
+ for col, label, color in traces:
+ if col not in df.columns:
+ continue
+ fig.add_trace(
+ go.Scatter(
+ x=df["date"],
+ y=df[col],
+ mode="lines+markers",
+ name=label,
+ line=dict(width=2, color=color),
+ marker=dict(size=4),
+ hovertemplate=(
+ f"{label}
%{{x|%Y-%m}}: %{{y:,.2f}}"
+ ),
+ )
+ )
+
+ if not fig.data:
+ return _empty_figure(f"No '{metric}' columns present in this dataset.", theme)
+
+ fig.update_layout(
+ title=dict(
+ text=f"{region_name} โ Monthly {title_metric}",
+ font=dict(size=16, color=th["font_color"]),
+ x=0.5,
+ ),
+ paper_bgcolor=th["paper_bgcolor"],
+ plot_bgcolor=th["plot_bgcolor"],
+ font=dict(color=th["font_color"]),
+ xaxis=dict(showgrid=False, color=th["font_color"]),
+ yaxis=dict(
+ title=y_unit,
+ showgrid=True,
+ gridcolor="rgba(128,128,128,0.2)",
+ color=th["font_color"],
+ ),
+ hovermode="x unified",
+ legend=dict(orientation="h", yanchor="top", y=-0.12, xanchor="center", x=0.5),
+ margin=dict(l=70, r=20, t=60, b=70),
+ )
+ return fig
+
+
+def build_container_metric_chart(
+ series: dict[str, list[dict[str, Any]]],
+ port_name_map: dict[str, str],
+ metric_label: str,
+ theme: str = "dark",
+):
+ """Multi-series line+marker chart, one trace per port."""
+ import plotly.graph_objects as go
+ from pandas import DataFrame, to_datetime
+
+ if not series or not any(series.values()):
+ return _empty_figure("No container metric data for the selection.", theme)
+
+ th = _theme(theme)
+ fig = go.Figure()
+ for i, (pid, rows) in enumerate(series.items()):
+ if not rows:
+ continue
+ df = DataFrame(rows).sort_values("date")
+ label = port_name_map.get(pid, pid)
+ fig.add_trace(
+ go.Scatter(
+ x=to_datetime(df["date"]),
+ y=df["value"],
+ mode="lines+markers",
+ name=label,
+ line=dict(width=2, color=_LINE_PALETTE[i % len(_LINE_PALETTE)]),
+ marker=dict(size=4),
+ hovertemplate=(
+ f"{label}
%{{x|%Y-%m}}: %{{y:,.0f}}"
+ ),
+ )
+ )
+
+ if not fig.data: # pragma: no cover -- unreachable: early return above guards `any(series.values())`
+ return _empty_figure("No data for the selected ports.", theme)
+
+ fig.update_layout(
+ title=dict(
+ text=f"Container Metrics โ {metric_label}",
+ font=dict(size=16, color=th["font_color"]),
+ x=0.5,
+ ),
+ paper_bgcolor=th["paper_bgcolor"],
+ plot_bgcolor=th["plot_bgcolor"],
+ font=dict(color=th["font_color"]),
+ xaxis=dict(showgrid=False, color=th["font_color"]),
+ yaxis=dict(
+ showgrid=True,
+ gridcolor="rgba(128,128,128,0.2)",
+ color=th["font_color"],
+ ),
+ hovermode="x unified",
+ legend=dict(orientation="h", yanchor="top", y=-0.12, xanchor="center", x=0.5),
+ margin=dict(l=70, r=20, t=60, b=70),
+ )
+ return fig
+
+
+def build_disruption_sankey(
+ rows: list[dict[str, Any]],
+ event_label: str,
+ theme: str = "dark",
+):
+ """Sankey of capacity spillover edges for a disruption event."""
+ import plotly.graph_objects as go
+
+ if not rows:
+ return _empty_figure("No spillover data for the selected event.", theme)
+
+ nodes: dict[int, str] = {}
+ sources: list[int] = []
+ targets: list[int] = []
+ values: list[float] = []
+ for r in rows:
+ try:
+ s = int(r["source"])
+ t = int(r["target"])
+ v = float(r["perc_disaster_capacity"])
+ except (KeyError, TypeError, ValueError):
+ continue
+ nodes.setdefault(s, str(r.get("from_") or r.get("from_id") or f"node{s}"))
+ nodes.setdefault(t, str(r.get("to_") or r.get("to_id") or f"node{t}"))
+ sources.append(s)
+ targets.append(t)
+ values.append(v)
+
+ if not values:
+ return _empty_figure("No usable sankey edges for this event.", theme)
+
+ max_idx = max(nodes) + 1
+ labels = [nodes.get(i, f"node{i}") for i in range(max_idx)]
+
+ th = _theme(theme)
+ fig = go.Figure(
+ go.Sankey(
+ arrangement="snap",
+ node=dict(
+ label=labels,
+ pad=14,
+ thickness=14,
+ line=dict(color=th["font_color"], width=0.4),
+ color="#3B6064" if theme == "dark" else "#2E86AB",
+ ),
+ link=dict(
+ source=sources,
+ target=targets,
+ value=values,
+ color=(
+ "rgba(252,210,201,0.45)"
+ if theme == "dark"
+ else "rgba(46,134,171,0.35)"
+ ),
+ hovertemplate=(
+ "%{source.label} โ %{target.label}: %{value:.2f}%"
+ ),
+ ),
+ )
+ )
+ fig.update_layout(
+ title=dict(
+ text=f"Capacity Spillover โ {event_label}",
+ font=dict(size=16, color=th["font_color"]),
+ x=0.5,
+ ),
+ paper_bgcolor=th["paper_bgcolor"],
+ plot_bgcolor=th["plot_bgcolor"],
+ font=dict(color=th["font_color"]),
+ margin=dict(l=20, r=20, t=60, b=20),
+ )
+ return fig
+
+
+def _disruption_hover_html(row) -> str:
+ """Render the HTML hover card for a disruption marker."""
+ parts: list[str] = []
+ name = row.get("eventname") or row.get("htmlname") or "Disruption Event"
+ parts.append(f"{name}
")
+ et = row.get("eventtype")
+ al = row.get("alertlevel")
+ if et:
+ parts.append(f"Type: {et}
")
+ if al:
+ parts.append(f"Alert: {al}
")
+ fd, td = row.get("fromdate"), row.get("todate")
+ if fd:
+ parts.append(f"From: {fd}
")
+ if td:
+ parts.append(f"To: {td}
")
+ n = row.get("n_affectedports")
+ if n is not None and not (isinstance(n, float) and math.isnan(n)):
+ parts.append(f"Affected ports: {int(n)}
")
+ country = row.get("country")
+ if country:
+ parts.append(f"Country: {country}
")
+ return "".join(parts)
+
+
+def build_disruptions_map(
+ disruptions: list[dict[str, Any]],
+ theme: str = "dark",
+):
+ """Scattergeo of disruption events color-coded by alert level."""
+ import plotly.graph_objects as go
+ from pandas import DataFrame, Series
+
+ if not disruptions:
+ return _empty_figure("No disruptions match the selected filter.", theme)
+
+ df = DataFrame(disruptions)
+ if not {"lat", "long"}.issubset(df.columns):
+ return _empty_figure("No georeferenced disruptions to display.", theme)
+ df = df[df["lat"].notna() & df["long"].notna()]
+ if df.empty:
+ return _empty_figure("No georeferenced disruptions to display.", theme)
+
+ th = _theme(theme)
+ if "alertlevel" in df.columns:
+ df["alertlevel_norm"] = df["alertlevel"].astype(str).str.upper()
+ df["color"] = df["alertlevel_norm"].map(_ALERT_COLORS).fillna("#7f7f7f")
+ else:
+ df["alertlevel_norm"] = "UNKNOWN"
+ df["color"] = "#d62728"
+
+ df["hover"] = df.apply(_disruption_hover_html, axis=1)
+
+ if "n_affectedports" in df.columns:
+ sz = df["n_affectedports"].fillna(1).clip(lower=1).astype(float)
+ else:
+ sz = Series([1.0] * len(df))
+ if sz.max() > 0:
+ df["marker_size"] = 6 + 12 * (sz / sz.max())
+ else: # pragma: no cover -- unreachable: sz is clipped to >=1 or filled with 1.0
+ df["marker_size"] = 7.0
+
+ fig = go.Figure()
+ for level in ("RED", "ORANGE", "GREEN"):
+ sub = df[df["alertlevel_norm"] == level]
+ if sub.empty:
+ continue
+ fig.add_trace(
+ go.Scattergeo(
+ lon=sub["long"],
+ lat=sub["lat"],
+ mode="markers",
+ name=level.title(),
+ marker=dict(
+ size=sub["marker_size"],
+ color=_ALERT_COLORS[level],
+ opacity=0.85,
+ line=dict(width=0.5, color="rgba(0,0,0,0.4)"),
+ ),
+ customdata=sub[["hover"]].values,
+ hovertemplate="%{customdata[0]}",
+ )
+ )
+
+ other = df[~df["alertlevel_norm"].isin(("RED", "ORANGE", "GREEN"))]
+ if not other.empty:
+ fig.add_trace(
+ go.Scattergeo(
+ lon=other["long"],
+ lat=other["lat"],
+ mode="markers",
+ name="Other",
+ marker=dict(
+ size=other["marker_size"],
+ color="#7f7f7f",
+ opacity=0.7,
+ ),
+ customdata=other[["hover"]].values,
+ hovertemplate="%{customdata[0]}",
+ )
+ )
+
+ fig.update_geos(
+ projection_type="natural earth",
+ showland=True,
+ landcolor=th["landcolor"],
+ showocean=True,
+ oceancolor=th["oceancolor"],
+ showcoastlines=True,
+ coastlinecolor=th["coastlinecolor"],
+ coastlinewidth=0.4,
+ showcountries=True,
+ countrycolor=th["countrycolor"],
+ countrywidth=0.3,
+ showframe=False,
+ bgcolor=th["geo_bgcolor"],
+ resolution=110,
+ )
+ fig.update_layout(
+ autosize=True,
+ height=600,
+ margin={"r": 0, "t": 30, "l": 0, "b": 0},
+ paper_bgcolor=th["paper_bgcolor"],
+ plot_bgcolor=th["plot_bgcolor"],
+ font=dict(color=th["font_color"]),
+ annotations=[_source_annotation(th)],
+ legend=dict(
+ orientation="h",
+ yanchor="bottom",
+ y=-0.05,
+ xanchor="center",
+ x=0.5,
+ ),
+ dragmode="pan",
+ )
+ return fig
+
+
+def _to_openbb_figure(fig) -> "OpenBBFigure":
+ """Wrap a Plotly ``Figure`` in an ``OpenBBFigure``."""
+ from openbb_charting.core.openbb_figure import OpenBBFigure
+
+ return OpenBBFigure(fig)
+
+
+def plot_country_activity(
+ rows: list[dict[str, Any]],
+ title: str,
+ metric: str = "portcalls",
+ theme: str = "dark",
+) -> "OpenBBFigure":
+ """Stacked-area daily activity chart for a country."""
+ return _to_openbb_figure(build_activity_chart(rows, title, metric, theme=theme))
+
+
+def plot_monthly_trade(
+ rows: list[dict[str, Any]],
+ region_name: str,
+ metric: str = "trade_value",
+ theme: str = "dark",
+) -> "OpenBBFigure":
+ """Monthly TradeNow chart wrapped as ``OpenBBFigure``."""
+ return _to_openbb_figure(
+ build_monthly_trade_chart(rows, region_name, metric, theme=theme)
+ )
+
+
+def plot_container_metrics(
+ rows: list[dict[str, Any]],
+ metric_label: str,
+ theme: str = "dark",
+ port_name_map: dict[str, str] | None = None,
+) -> "OpenBBFigure":
+ """Multi-series container metric chart wrapped as ``OpenBBFigure``."""
+ series: dict[str, list[dict[str, Any]]] = {}
+ for r in rows:
+ pid = r.get("portid")
+ if not pid:
+ continue
+ series.setdefault(pid, []).append(r)
+ return _to_openbb_figure(
+ build_container_metric_chart(
+ series, port_name_map or {}, metric_label, theme=theme
+ )
+ )
+
+
+def plot_disruption_sankey(
+ rows: list[dict[str, Any]],
+ event_label: str,
+ theme: str = "dark",
+) -> "OpenBBFigure":
+ """Sankey spillover chart wrapped as ``OpenBBFigure``."""
+ return _to_openbb_figure(build_disruption_sankey(rows, event_label, theme=theme))
+
+
+def plot_disruptions_map(
+ rows: list[dict[str, Any]],
+ theme: str = "dark",
+) -> "OpenBBFigure":
+ """Disruption Scattergeo map wrapped as ``OpenBBFigure``."""
+ return _to_openbb_figure(build_disruptions_map(rows, theme=theme))
diff --git a/openbb_platform/providers/imf/poetry.lock b/openbb_platform/providers/imf/poetry.lock
deleted file mode 100644
index 635be1523b2..00000000000
--- a/openbb_platform/providers/imf/poetry.lock
+++ /dev/null
@@ -1,2696 +0,0 @@
-# This file is automatically @generated by Poetry 2.3.4 and should not be changed by hand.
-
-[[package]]
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-]
-
-[[package]]
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- {file = "yarl-1.23.0-cp314-cp314t-win32.whl", hash = "sha256:73309162a6a571d4cbd3b6a1dcc703c7311843ae0d1578df6f09be4e98df38d4"},
- {file = "yarl-1.23.0-cp314-cp314t-win_amd64.whl", hash = "sha256:4503053d296bc6e4cbd1fad61cf3b6e33b939886c4f249ba7c78b602214fabe2"},
- {file = "yarl-1.23.0-cp314-cp314t-win_arm64.whl", hash = "sha256:44bb7bef4ea409384e3f8bc36c063d77ea1b8d4a5b2706956c0d6695f07dcc25"},
- {file = "yarl-1.23.0-py3-none-any.whl", hash = "sha256:a2df6afe50dea8ae15fa34c9f824a3ee958d785fd5d089063d960bae1daa0a3f"},
- {file = "yarl-1.23.0.tar.gz", hash = "sha256:53b1ea6ca88ebd4420379c330aea57e258408dd0df9af0992e5de2078dc9f5d5"},
-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-propcache = ">=0.2.1"
-
-[[package]]
-name = "zipp"
-version = "3.23.1"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
- {file = "zipp-3.23.1-py3-none-any.whl", hash = "sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc"},
- {file = "zipp-3.23.1.tar.gz", hash = "sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[extras]
-charting = ["openbb-charting"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = ">=3.10,<4"
-content-hash = "b7d291e4c81e290ad4b52417ecd94e0a21d82286a2193c8e7c75c3bbd2b53c04"
diff --git a/openbb_platform/providers/imf/pyproject.toml b/openbb_platform/providers/imf/pyproject.toml
index a0d147ba541..0e8f4c06146 100644
--- a/openbb_platform/providers/imf/pyproject.toml
+++ b/openbb_platform/providers/imf/pyproject.toml
@@ -1,30 +1,133 @@
-[tool.poetry]
+[project]
name = "openbb-imf"
version = "2.1.2"
-description = "https://datahelp.imf.org/knowledgebase/articles/630877-api"
-authors = ["OpenBB Team "]
-license = "AGPL-3.0-only"
+description = "IMF provider extension for OpenBB Platform."
+authors = [{ name = "OpenBB Team", email = "hello@openbb.co" }]
+license = { text = "AGPL-3.0-only" }
readme = "README.md"
-packages = [{ include = "openbb_imf" }]
+requires-python = ">=3.10,<4"
+dependencies = [
+ "openbb-core[pandas]>=2.0.0",
+ "requests>=2.31",
+ "async-lru>=2",
+ "defusedxml>=0.7.1",
+]
-[tool.poetry.dependencies]
-python = ">=3.10,<4"
-openbb-core = "^1.6.7"
-openbb-platform-api = "^1.3.5"
-openbb-economy = "^1.6.1"
-openbb-charting = { version = "^2.5.1", optional = true }
-async-lru = "^2"
-defusedxml = ">=0.7.1"
+[project.optional-dependencies]
+charting = ["openbb-charting>=3.0.0"]
-[tool.poetry.extras]
-charting = ["openbb-charting"]
+[project.scripts]
+generate-imf-cache = "openbb_imf.utils.generate_cache:main"
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry.plugins."openbb_provider_extension"]
+[project.entry-points."openbb_provider_extension"]
imf = "openbb_imf:imf_provider"
-[tool.poetry.plugins."openbb_core_extension"]
-imf_utils = "openbb_imf.imf_router:router"
+[project.entry-points."openbb_core_extension"]
+imf = "openbb_imf.imf_router:router"
+
+[project.entry-points."openbb_charting_extension"]
+imf = "openbb_imf.imf_views:ImfViews"
+
+[project.urls]
+Homepage = "https://openbb.co"
+Repository = "https://github.com/OpenBB-finance/OpenBB"
+
+[dependency-groups]
+dev = ["openbb-devtools>=2.0.0"]
+
+[build-system]
+requires = ["hatchling>=1.25", "requests>=2.31"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel]
+packages = ["openbb_imf"]
+
+[tool.hatch.build.targets.sdist]
+# The cache asset is gitignored; the build hook materializes it before
+# packaging so both sdist and wheel ship a self-contained artifact.
+include = [
+ "openbb_imf",
+ "openbb_imf/assets/imf_cache.json.xz",
+ "hatch_build.py",
+ "README.md",
+ "pyproject.toml",
+]
+
+[tool.hatch.build.hooks.custom]
+path = "hatch_build.py"
+
+[tool.uv.sources]
+openbb-core = { path = "../../core", editable = true }
+openbb-devtools = { path = "../../extensions/devtools", editable = true }
+openbb-charting = { path = "../../obbject_extensions/charting", editable = true }
+
+[tool.ruff]
+line-length = 88
+target-version = "py310"
+fix = true
+
+[tool.ruff.lint]
+select = ["D", "E", "W", "F", "S", "UP", "I", "PLC", "PLE", "PLR", "PLW", "SIM", "T20"]
+ignore = [
+ "PLR2004", "PLR0913", "PLR0915", "PLC0415",
+ "E402", "E501",
+ "D202", "D203", "D205", "D206", "D210", "D212", "D213", "D214",
+ "D215", "D300", "D400", "D404", "D405", "D406", "D407", "D408",
+ "D409", "D410", "D411", "D413", "D415", "D416", "D417",
+]
+
+[tool.ruff.lint.per-file-ignores]
+"openbb_imf/imf_router.py" = ["ARG001", "PLC0415", "SLF001", "PLR0911", "PLR0912", "PLR0913", "PLR0914", "PLR0915", "PLR0917"]
+"openbb_imf/utils/generate_cache.py" = ["T201", "PLR0912", "PLR0914", "PLR0915", "PLR0917", "BLE001", "S112", "S113"]
+"openbb_imf/utils/helpers.py" = ["PLR0912"]
+"openbb_imf/utils/metadata/_query_mixin.py" = ["PLR0911", "PLR0912", "PLR0913", "PLR0914", "PLR0915", "PLR0917", "SLF001"]
+"openbb_imf/utils/metadata/_table_mixin.py" = ["PLR0911", "PLR0912", "PLR0914", "PLR0915", "PLR0917", "SLF001", "BLE001", "S112", "B023"]
+"openbb_imf/utils/metadata/_search_mixin.py" = ["PLR0912", "BLE001", "S112"]
+"openbb_imf/utils/metadata/_indicator_mixin.py" = ["PLR0912", "BLE001"]
+"openbb_imf/utils/metadata/_loader_mixin.py" = ["BLE001"]
+"openbb_imf/utils/query_builder.py" = ["PLR0911", "PLR0912", "PLR0913", "PLR0917", "SLF001"]
+"openbb_imf/utils/table_builder.py" = ["PLR0912", "PLR0913", "PLR0914", "PLR0915", "PLR0917", "SLF001", "B023"]
+"openbb_imf/utils/progressive_helper.py" = ["PLR0912"]
+"openbb_imf/utils/dot_helpers.py" = ["PLR0912"]
+"openbb_imf/utils/port_watch_helpers.py" = ["PLR0912"]
+"openbb_imf/utils/table_presentation.py" = ["PLR0911", "PLR0912", "PLR0914", "PLR0915"]
+"openbb_imf/models/*.py" = ["ARG002", "PLC0415", "PLR0912"]
+"openbb_imf/views/*.py" = ["PLR0912", "T201"]
+"tests/**" = ["S101", "S108", "D", "SIM105", "SIM117"]
+"integration/**" = ["S101", "S108", "D", "SIM105", "SIM117", "PLC0415", "ARG001"]
+"**/__init__.py" = ["F401"]
+
+[tool.ruff.lint.isort]
+combine-as-imports = true
+force-wrap-aliases = true
+
+[tool.ruff.lint.pydocstyle]
+convention = "numpy"
+
+[tool.ty]
+[tool.ty.environment]
+python-version = "3.10"
+
+[tool.ty.src]
+include = ["openbb_imf"]
+exclude = ["tests", "integration", "openbb_imf/utils/generate_cache.py"]
+
+[tool.ty.rules]
+unresolved-import = "ignore"
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+addopts = "-q --strict-markers"
+markers = [
+ "record_http: VCR-backed HTTP cassette tests",
+ "integration: live integration tests against the IMF API",
+]
+filterwarnings = [
+ "error",
+ "ignore::DeprecationWarning:openbb_core.provider.utils.client",
+ "ignore::async_lru.AlruCacheLoopResetWarning",
+ # Plotly and asyncio leak unclosed UNIX sockets / event loops on import
+ # in older Python; pytest's ``PytestUnraisableExceptionWarning`` turns
+ # those teardown traces into failures on whichever test runs next.
+ "ignore::pytest.PytestUnraisableExceptionWarning",
+]
diff --git a/openbb_platform/providers/imf/tests/conftest.py b/openbb_platform/providers/imf/tests/conftest.py
new file mode 100644
index 00000000000..e19d3f87fcf
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/conftest.py
@@ -0,0 +1,114 @@
+"""Shared pytest fixtures for the IMF provider."""
+
+from __future__ import annotations
+
+from typing import Any
+
+import pytest
+
+
+@pytest.fixture(autouse=True)
+def _reset_imf_metadata_singleton() -> Any:
+ """Drop the ``ImfMetadata`` singleton before and after each test."""
+ from openbb_imf.utils.metadata import ImfMetadata
+
+ ImfMetadata._reset()
+ yield
+ ImfMetadata._reset()
+
+
+def _reset_alru(fn: Any) -> None:
+ """Clear an ``alru_cache`` wrapper and reset its event-loop binding."""
+ if hasattr(fn, "cache_clear"):
+ fn.cache_clear()
+ for attr in ("_LRUCacheWrapper__first_loop", "_LRUCacheWrapper__warned_loop_reset"):
+ if hasattr(fn, attr):
+ setattr(fn, attr, None if "first_loop" in attr else False)
+
+
+@pytest.fixture(autouse=True)
+def _clear_alru_caches() -> Any:
+ """Clear every ``alru_cache``-wrapped helper between tests."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ targets = [
+ pwh.get_daily_chokepoint_data,
+ pwh.get_all_daily_chokepoint_activity_data,
+ pwh.get_all_daily_port_activity_data,
+ pwh.get_daily_port_activity_data,
+ pwh.list_ports,
+ pwh.get_country_daily_activity,
+ pwh.get_monthly_trade,
+ pwh.get_container_metrics,
+ pwh.get_disruption_events,
+ pwh.get_disruption_sankey_edges,
+ pwh.get_container_port_name_map,
+ ]
+ for fn in targets:
+ _reset_alru(fn)
+ yield
+ for fn in targets:
+ _reset_alru(fn)
+
+
+@pytest.fixture
+def empty_meta(monkeypatch: pytest.MonkeyPatch) -> Any:
+ """Fresh ``ImfMetadata`` singleton with cache loading disabled."""
+ from openbb_imf.utils.metadata import ImfMetadata
+
+ ImfMetadata._reset()
+ monkeypatch.setattr(ImfMetadata, "_load_from_cache", lambda self: True)
+ instance = ImfMetadata()
+ yield instance
+ ImfMetadata._reset()
+
+
+@pytest.fixture
+def seeded_meta(monkeypatch: pytest.MonkeyPatch) -> Any:
+ """Fresh ``ImfMetadata`` with a minimal in-memory fixture catalog."""
+ from openbb_imf.utils.metadata import ImfMetadata
+
+ ImfMetadata._reset()
+ monkeypatch.setattr(ImfMetadata, "_load_from_cache", lambda self: True)
+ instance = ImfMetadata()
+
+ instance.dataflows = {
+ "TEST_DF": {
+ "id": "TEST_DF",
+ "agencyID": "IMF.STA",
+ "name": "Test Dataflow",
+ "description": "",
+ "structureRef": {"id": "DSD_TEST"},
+ }
+ }
+ instance.datastructures = {
+ "DSD_TEST": {
+ "id": "DSD_TEST",
+ "agencyID": "IMF.STA",
+ "dimensions": [
+ {"id": "COUNTRY", "position": "0", "conceptRef": {"id": "COUNTRY"}},
+ {"id": "FREQUENCY", "position": "1", "conceptRef": {"id": "FREQ"}},
+ {"id": "INDICATOR", "position": "2", "conceptRef": {"id": "INDICATOR"}},
+ ],
+ }
+ }
+ instance._codelist_cache = {
+ "CL_COUNTRY": {
+ "USA": "United States",
+ "GBR": "United Kingdom",
+ "DEU": "Germany",
+ },
+ "CL_FREQ": {"A": "Annual", "Q": "Quarterly", "M": "Monthly"},
+ "CL_INDICATOR": {
+ "GDP": "Gross Domestic Product",
+ "CPI": "Consumer Price Index",
+ "POP": "Population",
+ },
+ }
+ instance._codelist_descriptions = {
+ "CL_COUNTRY": {"USA": "USA", "GBR": "UK", "DEU": "DE"},
+ "CL_FREQ": {"A": "Annual", "Q": "Quarterly", "M": "Monthly"},
+ "CL_INDICATOR": {"GDP": "GDP", "CPI": "CPI", "POP": "Population"},
+ }
+ yield instance
+ ImfMetadata._reset()
diff --git a/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_balance_of_payments_fetcher_urllib3_v2.yaml b/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_balance_of_payments_fetcher_urllib3_v2.yaml
new file mode 100644
index 00000000000..286881639d7
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_balance_of_payments_fetcher_urllib3_v2.yaml
@@ -0,0 +1,143 @@
+interactions:
+- request:
+ body: null
+ headers:
+ Accept:
+ - application/xml
+ Accept-Encoding:
+ - gzip, deflate, zstd
+ Cache-Control:
+ - no-cache
+ Connection:
+ - keep-alive
+ method: GET
+ uri: https://api.imf.org/external/sdmx/3.0/data/dataflow/IMF.STA/BOP/+/JPN.NETCD_T+CD_T+DB_T.CAB+G+S+IN1+IN2.USD.Q?c%5BTIME_PERIOD%5D=ge:2023-01-01+le:2024-02-01&dimensionAtObservation=TIME_PERIOD&detail=full&includeHistory=false
+ response:
+ body:
+ string: IDREF6817false2026-05-25T16:20:57.872586970Zurn:sdmx:org.sdmx.infomodel.datastructure.DataStructure=IMF.STA:DSD_BOP(24.0.0)
+ headers:
+ Connection:
+ - keep-alive
+ Content-Type:
+ - application/xml
+ Date:
+ - Mon, 25 May 2026 16:20:58 GMT
+ Request-Context:
+ - appId=cid-v1:e4518baf-f7f4-42d7-900e-7dd820548dc8
+ Set-Cookie:
+ - ApplicationGatewayAffinityCORS=dca9138616203b0df55300d07b8e6a61; Path=/; SameSite=None;
+ Secure
+ - ApplicationGatewayAffinity=dca9138616203b0df55300d07b8e6a61; Path=/
+ Transfer-Encoding:
+ - chunked
+ cache-control:
+ - no-cache, no-store, max-age=0, must-revalidate
+ content-length:
+ - '7764'
+ expires:
+ - '0'
+ pragma:
+ - no-cache
+ server:
+ - istio-envoy
+ strict-transport-security:
+ - max-age=31536000 ; includeSubDomains
+ vary:
+ - accept-encoding
+ x-content-type-options:
+ - nosniff
+ x-correlation-id:
+ - 443ad97d8d05ca21e95ef93d075ed3f9
+ x-envoy-upstream-service-time:
+ - '343'
+ x-frame-options:
+ - DENY
+ x-xss-protection:
+ - '0'
+ status:
+ code: 200
+ message: OK
+version: 1
diff --git a/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_consumer_price_index_fetcher_urllib3_v2.yaml b/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_consumer_price_index_fetcher_urllib3_v2.yaml
index 6909d82ab36..3ee695fbdaa 100644
--- a/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_consumer_price_index_fetcher_urllib3_v2.yaml
+++ b/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_consumer_price_index_fetcher_urllib3_v2.yaml
@@ -5,23 +5,23 @@ interactions:
Accept:
- application/json
Accept-Encoding:
- - gzip, deflate, br, zstd
+ - gzip, deflate, zstd
Connection:
- keep-alive
method: GET
uri: https://api.imf.org/external/sdmx/3.0/availability/dataflow/IMF.STA/CPI/%2B/*.*.*.*.*/COUNTRY
response:
body:
- string: '{"data":{"dataConstraints":[{"links":[{"urn":"urn:sdmx:org.sdmx.infomodel.registry.DataConstraint=IMF.STA:CPI(5.0.0)","type":"dataconstraint","rel":"self"}],"annotations":[{"id":"series_count","title":"31587","type":"sdmx_metrics"},{"id":"time_period_start","title":"1900-01-01","type":"sdmx_metrics"},{"id":"time_period_end","title":"2026-01-01","type":"sdmx_metrics"}],"id":"CPI","name":"Data
+ string: '{"data":{"dataConstraints":[{"links":[{"urn":"urn:sdmx:org.sdmx.infomodel.registry.DataConstraint=IMF.STA:CPI(5.0.0)","type":"dataconstraint","rel":"self"}],"annotations":[{"id":"series_count","title":"29741","type":"sdmx_metrics"},{"id":"time_period_start","title":"1900-01-01","type":"sdmx_metrics"},{"id":"time_period_end","title":"2026-05-01","type":"sdmx_metrics"}],"id":"CPI","name":"Data
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diff --git a/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_disruption_events_fetcher_urllib3_v2.yaml b/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_disruption_events_fetcher_urllib3_v2.yaml
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+ Cyclone FUNG-WONG-25\",\"htmldescription\":\"Red Tropical Cyclone FUNG-WONG-25
+ in Philippines, China from: 04 Nov 2025 to: 11 Nov 2025 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines\",\"fromdate\":1762236000000,\"year\":2025,\"todate\":1762840800000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 213 km/h)\",\"lat\":20.1,\"long\":118.6,\"editdate\":1762862933372,\"affectedports\":\"port2384;
+ port1232; port694\",\"n_affectedports\":3,\"affectedpopulation\":\"21 million
+ (Source: 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+ in Afghanistan\",\"htmlname\":\"Earthquake in Afghanistan\",\"htmldescription\":\"Red
+ M 6.3 Earthquake in Afghanistan at: 02 Nov 2025 20:29:02.\",\"alertlevel\":\"RED\",\"country\":\"Afghanistan\",\"fromdate\":1762115342000,\"year\":2025,\"todate\":1762115342000,\"severitytext\":\"Magnitude
+ 6.3M, 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+ Cyclone KALMAEGI-25\",\"htmldescription\":\"Red Tropical Cyclone KALMAEGI-25
+ in Viet Nam, Cambodia, Philippines, Laos from: 01 Nov 2025 to: 06 Nov 2025
+ .\",\"alertlevel\":\"RED\",\"country\":\"Philippines; Vietnam\",\"fromdate\":1761976800000,\"year\":2025,\"todate\":1762430400000,\"severitytext\":\"Hurricane
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+ Cyclone MELISSA-25\",\"htmldescription\":\"Red Tropical Cyclone MELISSA-25
+ in Jamaica, Cuba, Bahamas, Bermuda, Haiti, Canada from: 21 Oct 2025 to: 31
+ Oct 2025 .\",\"alertlevel\":\"RED\",\"country\":\"Jamaica; Cuba; The Bahamas;
+ Canada\",\"fromdate\":1761058800000,\"year\":2025,\"todate\":1761922800000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 296 km/h)\",\"lat\":39,\"long\":-60.5,\"editdate\":1762326758953,\"affectedports\":\"port1220;
+ port256; port1102; port835; port2172; port336; port388; port2332; port66;
+ port949; port2330; port1156; port840; port223; port763; port2105; port572\",\"n_affectedports\":17,\"affectedpopulation\":\"2.8
+ million (Source: 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+ Cyclone MATMO-25\",\"htmldescription\":\"Red Tropical Cyclone MATMO-25 in
+ China, Viet Nam, Philippines from: 01 Oct 2025 to: 05 Oct 2025 .\",\"alertlevel\":\"RED\",\"country\":\"China\",\"fromdate\":1759298400000,\"year\":2025,\"todate\":1759687200000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 167 km/h)\",\"lat\":21.9,\"long\":108.5,\"editdate\":1761725190590,\"affectedports\":\"port437;
+ port339; port136; port1071; port1196; port424; port242; port1426\",\"n_affectedports\":8,\"affectedpopulation\":\"20
+ million (Source: 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+ Cyclone RAGASA-25\",\"htmldescription\":\"Red Tropical Cyclone RAGASA-25 in
+ Philippines, China from: 18 Sep 2025 to: 24 Sep 2025 .\",\"alertlevel\":\"RED\",\"country\":\"China;
+ Macao SAR; Hong Kong SAR\",\"fromdate\":1758196800000,\"year\":2025,\"todate\":1758715200000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 269 km/h)\",\"lat\":21.8,\"long\":111.1,\"editdate\":1759774040248,\"affectedports\":\"port2019;
+ port436; port339; port2028; port136; port1071; port1414; port2112; port484;
+ port1189; port1196; port2029; port2287; port424; port674; port474; port423;
+ port2383; port1426; port2030\",\"n_affectedports\":20,\"affectedpopulation\":\"47.2
+ million (Source: 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+ in Afghanistan\",\"htmlname\":\"Earthquake in Afghanistan\",\"htmldescription\":\"Red
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+ Cyclone JUDE-25\",\"htmldescription\":\"Red Tropical Cyclone JUDE-25 in Mozambique,
+ Madagascar from: 08 Mar 2025 to: 16 Mar 2025 .\",\"alertlevel\":\"RED\",\"country\":\"Madagascar;
+ Mozambique\",\"fromdate\":1741456800000,\"year\":2025,\"todate\":1742083200000,\"severitytext\":\"Hurricane
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+ Cyclone GARANCE-25\",\"htmldescription\":\"Red Tropical Cyclone GARANCE-25
+ in La Reunion from: 25 Feb 2025 to: 02 Mar 2025 .\",\"alertlevel\":\"RED\",\"country\":\"R\xE9union\",\"fromdate\":1740441600000,\"year\":2025,\"todate\":1740873600000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 201 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arthquake
+ in China\",\"htmlname\":\"Earthquake in China\",\"htmldescription\":\"Red
+ M 7.1 Earthquake in China at: 07 Jan 2025 01:05:16.\",\"alertlevel\":\"RED\",\"country\":\"China\",\"fromdate\":1736211916000,\"year\":2025,\"todate\":1736211916000,\"severitytext\":\"Magnitude
+ 7.1M, 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+ in Vanuatu\",\"htmlname\":\"Earthquake in Vanuatu\",\"htmldescription\":\"Red
+ M 7.3 Earthquake in Vanuatu at: 17 Dec 2024 01:47:25.\",\"alertlevel\":\"RED\",\"country\":\"Vanuatu\",\"fromdate\":1734400045000,\"year\":2024,\"todate\":1734400045000,\"severitytext\":\"Magnitude
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+ Mozambique, Miscellaneous (French) Indian Ocean Islands, Madagascar, Comoros,
+ Mayotte from: 09 Dec 2024 to: 16 Dec 2024 .\",\"alertlevel\":\"RED\",\"country\":\"Mozambique;
+ Mayotte\",\"fromdate\":1733767200000,\"year\":2024,\"todate\":1734350400000,\"severitytext\":\"Hurricane
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+ Taiwan\",\"fromdate\":1731283200000,\"year\":2024,\"todate\":1731736800000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 241 km/h)\",\"lat\":22.2,\"long\":120.6,\"editdate\":1743233631549,\"affectedports\":null,\"n_affectedports\":0,\"affectedpopulation\":\"1.2
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+ Cyclone MAN-YI-24\",\"htmldescription\":\"Red Tropical Cyclone MAN-YI-24 in
+ Philippines, China, Guam from: 09 Nov 2024 to: 19 Nov 2024 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines,
+ China, Guam\",\"fromdate\":1731110400000,\"year\":2024,\"todate\":1732017600000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 259 km/h)\",\"lat\":18.1,\"long\":112.1,\"editdate\":1743233631549,\"affectedports\":null,\"n_affectedports\":0,\"affectedpopulation\":\"7.1
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+ Cyclone YINXING-24\",\"htmldescription\":\"Red Tropical Cyclone YINXING-24
+ in Philippines, Viet Nam from: 03 Nov 2024 to: 12 Nov 2024 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines,
+ Viet Nam\",\"fromdate\":1730613600000,\"year\":2024,\"todate\":1731412800000,\"severitytext\":\"Hurricane
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+ Cyclone KONG-REY-24\",\"htmldescription\":\"Red Tropical Cyclone KONG-REY-24
+ in Philippines, Taiwan, China, Japan from: 25 Oct 2024 to: 01 Nov 2024 .\",\"alertlevel\":\"RED\",\"country\":\"Taiwan
+ Province of China; China\",\"fromdate\":1729814400000,\"year\":2024,\"todate\":1730484000000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 241 km/h)\",\"lat\":32.2,\"long\":126.1,\"editdate\":1743233631549,\"affectedports\":\"port238;
+ port824; port681; port2230; port1390; port2229; port541; port1074; port438;
+ port482; port1405; port1261; port1192; port370; port1252; port1404; port1403\",\"n_affectedports\":17,\"affectedpopulation\":\"15.8
+ million (Source: 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+ Cyclone DANA-24\",\"htmldescription\":\"Red Tropical Cyclone DANA-24 in India
+ from: 23 Oct 2024 to: 25 Oct 2024 .\",\"alertlevel\":\"RED\",\"country\":\"India\",\"fromdate\":1729663200000,\"year\":2024,\"todate\":1729814400000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 120 km/h)\",\"lat\":20.8,\"long\":86.9,\"editdate\":1743233631549,\"affectedports\":\"port883;
+ port290\",\"n_affectedports\":2,\"affectedpopulation\":\"9.2 million (Source:
+ 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+ Cyclone MILTON-24\",\"htmldescription\":\"Red Tropical Cyclone MILTON-24 in
+ Mexico, United States from: 05 Oct 2024 to: 09 Oct 2024 .\",\"alertlevel\":\"RED\",\"country\":\"Mexico;
+ United States\",\"fromdate\":1728140400000,\"year\":2024,\"todate\":1728464400000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 287 km/h)\",\"lat\":24.5,\"long\":-85.4,\"editdate\":1728469086877,\"affectedports\":\"port212;
+ port876; port967; port1259; port1023\",\"n_affectedports\":5,\"affectedpopulation\":\"5.5
+ million (Source: GDACS)\",\"pageid\":\"6c5f734acb3a49209d1efa314fad3b08\",\"ObjectId\":99,\"Shape__Area\":821112466236.68164,\"Shape__Length\":6859035.5636602789},\"geometry\":{\"rings\":[[[-9435810.72886679,2741235.99699778],[-9565941.76155268,2615156.58131267],[-9568264.06346258,2612999.83438951],[-9570660.52830968,2610925.38500872],[-9573128.23651768,2608935.7287028],[-9575664.18145848,2607033.25824063],[-9578265.27357091,2605220.26091487],[-9695449.03261512,2529187.35153339],[-9697805.10941513,2527663.44740932],[-9700213.14915156,2526222.4931844],[-9702670.21788791,2524866.22299399],[-9705173.32213176,2523596.26860212],[-9707719.41228567,2522414.15784069],[-9710305.38609806,2521321.31220203],[-9712928.09322734,2520319.04586687],[-9715584.3381362,2519408.56376456],[-9718270.88465574,2518590.96022663],[-9720984.45965897,2517867.21799312],[-9723721.75706831,2517238.20661024],[-9726479.44197449,2516704.68214082],[-9729254.15442129,2516267.28530461],[-9732042.51385843,2515926.54177145],[-9803126.75324392,2508820.28357554],[-9838298.48555055,2478595.96846328],[-9840746.30964847,2476621.89229241],[-9843261.82067221,2474734.30735038],[-9845841.95377356,2472935.48465427],[-9848483.56562404,2471227.5873718],[-9851183.43775454,2469612.66907104],[-9853938.28089675,2468092.67088715],[-9856744.73843407,2466669.41940223],[-9859599.39141096,2465344.62451875],[-9975095.89217649,2414627.948539],[-9977665.30064677,2413541.89106317],[-9980271.20710454,2412545.84750571],[-9982910.43649529,2411641.01603433],[-9985579.77346682,2410828.48485066],[-9988275.96570892,2410109.2311988],[-9990995.72840604,2409484.1197692],[-9993735.7479109,2408953.90240785],[-9996492.6859746,2408519.21626517],[-9999263.18364285,2408180.58408503],[-10002043.8655973,2407938.41269448],[-10004831.3438294,2407792.99339415],[-10007622.2223153,2407744.50090738],[-10103111.6863336,2407744.50090738],[-10199644.0856292,2396249.71043283],[-10202422.8319604,2396007.70196012],[-10205208.3698937,2395862.3804806],[-10207997.3057432,2395813.92061242],[-10210786.2415926,2395862.3804806],[-10213571.779526,2396007.70196012],[-10216350.5258572,2396249.71043283],[-10219119.0950265,2396588.11477349],[-10221874.1140535,2397022.50840014],[-10224612.2263216,2397552.36888412],[-10280283.5450491,2409484.1197692],[-10283003.3077462,2410109.2311988],[-10285699.4999883,2410828.48485066],[-10288368.8369598,2411641.01603433],[-10291008.0663506,2412545.84750571],[-10293613.9728083,2413541.89106317],[-10296183.3812786,2414627.948539],[-10298713.1615686,2415802.71314171],[-10301200.2312417,2417064.77138853],[-10303641.560404,2418412.60407624],[-10306034.1745986,2419844.58867889],[-10308375.1588133,2421359.00090438],[-10310661.6609316,2422954.01684311],[-10312890.8950717,2424627.71475404],[-10355232.3714692,2458659.80129434],[-10396841.9818819,2485480.49818188],[-10456332.4773068,2501305.28146995],[-10458362.2235798,2501847.28681095],[-10460371.7527863,2502459.57710815],[-10520949.8728094,2521529.11767303],[-10522273.1239229,2521983.72689714],[-10523579.6676506,2522484.15042629],[-10524867.9122352,2523029.78271119],[-10526136.2879605,2523619.96310276],[-10527383.2496005,2524253.97726788],[-10528607.2779784,2524931.05764233],[-10529806.8817467,2525650.38436269],[-10530980.5992807,2526411.08643726],[-10532127.0007927,2527212.24267526],[-10533244.6894459,2528052.88249489],[-10534332.3034688,2528931.98757156],[-10535388.5179369,2529848.49288446],[-10536412.0457742,2530801.28764242],[-10537401.6402025,2531789.21729096],[-10538356.095409,2532811.08395656],[-10539274.2485503,2533865.6489343],[-10540154.9809768,2534951.63337251],[-10540997.2197914,2536067.72003956],[-10541799.9387396,2537212.55509119],[-10542562.1598796,2538384.74947785],[-10543282.9545844,2539582.88059316],[-10543961.4445431,2540805.49416399],[-10544596.8033198,2542051.10566071],[-10545188.2565761,2543318.20267077],[-10545735.0839636,2544605.24595089],[-10546236.6191239,2545910.67204449],[-10546692.2510242,2547232.89457771],[-10547101.4246256,2548570.3063995],[-10547463.6412168,2549921.28148309],[-10547778.4597499,2551284.17707031],[-10548045.4965066,2552657.33545732],[-10548264.4262115,2554039.08590286],[-10548434.9821429,2555427.74714094],[-10548556.9563561,2556821.62857201],[-10548630.2004622,2558219.03338269],[-10548654.6250717,2559618.25950141],[-10548630.2004622,2561017.60260332],[-10548556.9563561,2562415.35779371],[-10548434.9821429,2563809.82129401],[-10548264.4262115,2565199.29345533],[-10548045.4965066,2566582.0797274],[-10547778.4597499,2567956.49379817],[-10547463.6412168,2569320.85880903],[-10547101.4246256,2570673.50989759],[-10546692.2510242,2572012.79614082],[-10546236.6191239,2573337.08238029],[-10545735.0839636,2574644.75141107],[-10545188.2565761,2575934.2059323],[-10544596.8033198,2577203.87074078],[-10543961.4445431,2578452.19408321],[-10543282.9545844,2579677.65033606],[-10542562.1598796,2580878.74112041],[-10541799.9387396,2582053.99774446],[-10540997.2197914,2583201.98268309],[-10540154.9809768,2584321.2915411],[-105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+ PORTS STRIKE\",\"htmlname\":\"US Ports Strike\",\"htmldescription\":\"Labor
+ strike affecting many ports across the US East and Gulf Coasts, as well as
+ the Port of Montreal in Canada\",\"alertlevel\":\"RED\",\"country\":null,\"fromdate\":1727740800000,\"year\":2024,\"todate\":1727906400000,\"severitytext\":null,\"lat\":29.77081,\"long\":-95.35517,\"editdate\":1727962353164,\"affectedports\":\"port812;
+ port815; port826; port103; port901; port159; port513; port736; port754; port1170;
+ port1259; port1398; port231; port481; port766; port2066; port951\",\"n_affectedports\":17,\"affectedpopulation\":null,\"pageid\":\"9e9f1ca4abad4948af5caed716c137f3\",\"ObjectId\":98,\"Shape__Area\":2173469.48828125,\"Shape__Length\":6906.2243711354695},\"geometry\":{\"rings\":[[[-10613283.7529807,3473130.0401239],[-10615003.5945857,3471486.63921047],[-10614888.9355102,3474123.72497292],[-10613283.7529807,3473130.0401239]]]}},{\"attributes\":{\"eventid\":1001101,\"eventtype\":\"TC\",\"eventname\":\"HELENE-24\",\"htmlname\":\"Tropical
+ Cyclone HELENE-24\",\"htmldescription\":\"Red Tropical Cyclone HELENE-24 in
+ United States, Mexico, Belize from: 23 Sep 2024 to: 27 Sep 2024 .\",\"alertlevel\":\"RED\",\"country\":\"Mexico;
+ United States\",\"fromdate\":1727103600000,\"year\":2024,\"todate\":1727470800000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 222 km/h)\",\"lat\":37.5,\"long\":-85.5,\"editdate\":1728469086877,\"affectedports\":\"port879;
+ port1144\",\"n_affectedports\":2,\"affectedpopulation\":\"1.3 million (Source:
+ 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+ Cyclone YAGI-24\",\"htmldescription\":\"Red Tropical Cyclone YAGI-24 in China,
+ Viet Nam, Philippines from: 01 Sep 2024 to: 07 Sep 2024 .\",\"alertlevel\":\"RED\",\"country\":\"Vietnam;
+ China\",\"fromdate\":1725192000000,\"year\":2024,\"todate\":1725688800000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 241 km/h)\",\"lat\":21,\"long\":106.9,\"editdate\":1728469086877,\"affectedports\":\"port123;
+ port136; port242; port339; port424; port437; port1071; port1196; port1409;
+ port1426; port434; port473\",\"n_affectedports\":12,\"affectedpopulation\":\"31.5
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+ Cyclone AMPIL-24\",\"htmldescription\":\"Red Tropical Cyclone AMPIL-24 in
+ Japan from: 12 Aug 2024 to: 18 Aug 2024 .\",\"alertlevel\":\"RED\",\"country\":\"Japan\",\"fromdate\":1723464000000,\"year\":2024,\"todate\":1723960800000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 213 km/h)\",\"lat\":40.5,\"long\":155.3,\"editdate\":1728469086877,\"affectedports\":null,\"n_affectedports\":0,\"affectedpopulation\":\"1.2
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+ fires in Greece\",\"htmlname\":\"Forest fires in Greece\",\"htmldescription\":\"Red
+ Forest fires in Greece from: 11 Aug 2024 to: 13 Aug 2024.\",\"alertlevel\":\"RED\",\"country\":\"Greece\",\"fromdate\":1723334400000,\"year\":2024,\"todate\":1723507200000,\"severitytext\":\"Red
+ impact for forestfire in 8206 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+ Cyclone BERYL-24\",\"htmldescription\":\"Red Tropical Cyclone BERYL-24 in
+ Haiti, Grenada, Jamaica, Trinidad and Tobago, Saint Vincent and the Grenadines,
+ Mexico, Belize, United States from: 28 Jun 2024 to: 09 Jul 2024 .\",\"alertlevel\":\"RED\",\"country\":\"St.
+ Vincent and the Grenadines; Grenada; Cayman Islands; Mexico; Jamaica; United
+ States\",\"fromdate\":1719608400000,\"year\":2024,\"todate\":1720515600000,\"severitytext\":\"Hurricane
+ (maximum wind speed of 269 km/h)\",\"lat\":33.9,\"long\":-93.7,\"editdate\":1727766190151,\"affectedports\":\"port358;
+ port373; port481; port963; port1285; port1023; port1144; port574; port336;
+ port572; port763; port840; port949; port1102; port389; port1223\",\"n_affectedports\":16,\"affectedpopulation\":\"9
+ million (Source: 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+ FRANCIS SCOTT KEY BRIDGE\",\"htmlname\":\"Baltimore: Collapse of Francis Scott
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+ Cyclone NORMA-23\",\"htmldescription\":\"Red Tropical Cyclone NORMA-23 in
+ Mexico from: 17 Oct 2023 to: 23 Oct 2023 .\",\"alertlevel\":\"RED\",\"country\":\"Mexico\",\"fromdate\":1697576400000,\"year\":2023,\"todate\":1698073200000,\"severitytext\":\"Tropical
+ Depression (maximum wind speed of 213 km/h)\",\"lat\":24.9,\"long\":-107.7,\"editdate\":1698455547761,\"affectedports\":\"port905;
+ port1310\",\"n_affectedports\":2,\"affectedpopulation\":\"430 thousand in
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+ in Afghanistan\",\"htmlname\":\"Earthquake in Afghanistan\",\"htmldescription\":\"Red
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+ 6.3M, 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+ Cyclone KOINU-23\",\"htmldescription\":\"Red Tropical Cyclone KOINU-23 in
+ China, Japan, Philippines from: 29 Sep 2023 to: 10 Oct 2023 .\",\"alertlevel\":\"RED\",\"country\":\"Hong
+ Kong Special Administrative Region; Taiwan Province of China; Macao Special
+ Administrative Region\",\"fromdate\":1695988800000,\"year\":2023,\"todate\":1696896000000,\"severitytext\":\"Tropical
+ Depression (maximum wind speed of 213 km/h)\",\"lat\":20.8,\"long\":110.3,\"editdate\":1698455547761,\"affectedports\":\"port482;
+ port541; port681; port474; port674\",\"n_affectedports\":5,\"affectedpopulation\":\"3.8
+ million in Category 1 or 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+ in Morocco\",\"htmlname\":\"Earthquake in Morocco\",\"htmldescription\":\"Red
+ M 6.8 Earthquake in Morocco at: 08 Sep 2023 22:11:02.\",\"alertlevel\":\"RED\",\"country\":\"Morocco\",\"fromdate\":1694211062000,\"year\":2023,\"todate\":1694211062000,\"severitytext\":\"Magnitude
+ 6.8M, 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+ Cyclone SAOLA-23\",\"htmldescription\":\"Red Tropical Cyclone SAOLA-23 in
+ China, Philippines from: 23 Aug 2023 to: 03 Sep 2023 .\",\"alertlevel\":\"RED\",\"country\":\"Hong
+ Kong Special Administrative Region; China; Macao Special Administrative Region\",\"fromdate\":1692813600000,\"year\":2023,\"todate\":1693742400000,\"severitytext\":\"Tropical
+ Depression (maximum wind speed of 250 km/h)\",\"lat\":20.7,\"long\":109,\"editdate\":1698455547761,\"affectedports\":\"port423;
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+ Cyclone DOKSURI-23\",\"htmldescription\":\"Red Tropical Cyclone DOKSURI-23
+ in China, Philippines from: 21 Jul 2023 to: 28 Jul 2023 .\",\"alertlevel\":\"RED\",\"country\":\"China;
+ Taiwan Province of China\",\"fromdate\":1689940800000,\"year\":2023,\"todate\":1690524000000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 241 km/h)\",\"lat\":25.7,\"long\":118.4,\"editdate\":1694319313120,\"affectedports\":\"port370;
+ port1074; port1192; port1404; port1405; port541\",\"n_affectedports\":6,\"affectedpopulation\":\"22.8
+ million in Category 1 or 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+ Cyclone MAWAR-23\",\"htmldescription\":\"Red Tropical Cyclone MAWAR-23 in
+ Guam from: 20 May 2023 to: 03 Jun 2023 .\",\"alertlevel\":\"RED\",\"country\":\"Guam;
+ Northern Mariana Islands\",\"fromdate\":1684540800000,\"year\":2023,\"todate\":1685750400000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 296 km/h)\",\"lat\":30.7,\"long\":138.1,\"editdate\":1694319152977,\"affectedports\":\"port61;
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+ in Bangladesh, India, Myanmar\",\"htmlname\":\"Flood in Bangladesh, India,
+ Myanmar\",\"htmldescription\":\"Red Flood in Bangladesh, India, Myanmar from:
+ 13 May 2023 01 to: 15 May 2023 01.\",\"alertlevel\":\"RED\",\"country\":\"Bangladesh,
+ India, Myanmar\",\"fromdate\":1683939600000,\"year\":2023,\"todate\":1684112400000,\"severitytext\":null,\"lat\":20.15,\"long\":92.9,\"editdate\":1694319048832,\"affectedports\":null,\"n_affectedports\":0,\"affectedpopulation\":null,\"pageid\":null,\"ObjectId\":70,\"Shape__Area\":15587277903.349609,\"Shape__Length\":1939484.1222591919},\"geometry\":{\"rings\":[[[10321364.4740418,2340730.31706873],[10321345.9504785,2340738.00993065],[10320885.444009,2340929.25053195],[10320505.9781288,2341239.19442512],[10319903.3055376,2341930.6332035],[10319168.5857664,2342698.40487773],[10318934.0244674,2343012.63616583],[10318857.9375954,2343273.84766915],[10318869.2253918,2343581.15594008],[10318925.2524915,2343888.48131144],[10319204.085552,2344680.94173075],[10319178.9384791,2345260.66947338],[10319092.7549293,2345631.68783581],[10319750.7310435,2345372.36903502],[10320426.1620539,2344886.10276836],[10320732.858383,2344450.28550877],[10321452.5945507,2343037.53707289],[10321764.7789307,2342215.33765712],[10321888.6218642,2341842.58179712],[10321899.6981535,2341484.00711341],[10321956.0926076,2341076.47530206],[10322063.4379925,2340835.11624382],[10321364.4740418,2340730.31706873]],[[10327649.3387211,2325706.47011002],[10327040.3320508,2325712.49339228],[10326638.5577447,2325783.95319441],[10326246.2121994,2325936.21162076],[10325901.967806,2326069.8070801],[10325901.9566741,2326641.56392149],[10325945.3712755,2327316.04022653],[10325442.1626493,2328501.28460272],[10325182.0646591,2329161.05972545],[10325115.1059854,2329429.10687158],[10325131.8373048,2329572.07963569],[10325315.9820065,2329661.42629977],[10325617.3127361,2329572.07963569],[10326086.056848,2329411.2591202],[10326454.3573832,2329304.04227037],[10326772.4194323,2329482.74529214],[10327224.4099608,2329947.38847592],[10327308.099954,2330412.04350293],[10327257.8725997,2330805.21873707],[10327140.6865718,2331180.51731885],[10327140.6865718,2331502.22664498],[10327324.8201415,2331716.6987237],[10327693.1206768,2331859.67755089],[10328228.8123304,2331984.79534407],[10328697.5453103,2332217.15924012],[10329099.3196164,2332378.01640476],[10329434.124117,2332824.85856084],[10329701.9699438,2333128.72176896],[10329886.1146454,2333271.72356762],[10330254.4040488,2333075.10826908],[10330689.6743897,2332699.77065082],[10331024.4900222,2332074.21326007],[10331027.0281066,2332043.12372753],[10331094.9775237,2331396.24530865],[10331091.4709598,2331252.08173328],[10331057.9971889,2330983.99589483],[10330910.6101831,2330858.11254063],[10330672.9653341,2330608.68947689],[10330405.1195073,2330394.21855578],[10330230.2811151,2330112.33715901],[10330170.7585834,2330036.79639466],[10329902.9127566,2329661.50947947],[10329793.1628706,2329240.48245167],[10329477.8615449,2329090.00258254],[10329308.856294,2329044.01758914],[10328931.9730259,2328982.41926804],[10328730.5070115,2328923.98185559],[10328312.5691153,2328821.5801883],[10328044.7232885,2328625.01289922],[10327810.3623645,2328249.75503715],[10327776.8885936,2327820.89496651],[10327778.5917818,2327810.34409499],[10327829.8544073,2327493.00096969],[10327860.6008507,2327302.70942765],[10328052.0592429,2327019.1768099],[10328329.3449625,2326766.6815574],[10328731.1192687,2326605.87388989],[10329082.6773526,2326391.47379064],[10329300.3069571,2326266.40624883],[10329384.0192141,2326087.73472658],[10329266.8331862,2325926.93303956],[10329099.4309359,2325837.59278074],[10328887.5676811,2325781.06628426],[10328630.697956,2325712.51715277],[10327726.6946352,2325712.50527253],[10327649.3387211,2325706.47011002]],[[10278272.3095375,2316666.13290914],[10277755.0189957,2316671.79698422],[10277237.9733569,2316688.80109434],[10276721.4175237,2316717.13339666],[10276205.5963992,2316756.78206931],[10275690.7548863,2316807.72343682],[10275177.1378877,2316869.93384436],[10274664.9903064,2316943.38965761],[10274154.5459133,2317028.04351342],[10273646.0607433,2317123.87181766],[10273139.7685672,2317230.82724674],[10272635.903156,2317348.8506215],[10272369.860705,2317417.34466426],[10272134.7205446,2317477.8827814],[10271636.4433718,2317617.87645913],[10271141.3165407,2317768.76065555],[10270649.5626901,2317930.45251353],[10270161.426723,2318102.89294285],[10269677.1424102,2318285.98724384],[10269196.9323908,2318479.6644829],[10268721.0193038,2318683.81811482],[10268249.63692,2318898.35348365],[10267783.0190105,2319123.17594681],[10267321.3659502,2319358.16712232],[10266864.9115102,2319603.23239183],[10266413.8671974,2319858.25339583],[10265968.4445189,2320123.08803147],[10265528.8549817,2320397.6417108],[10265273.7441046,2320564.83203804],[10265095.3212248,2320681.76047102],[10264668.0324913,2320975.3259865],[10264247.2002883,2321278.19618413],[10263833.0138589,2321590.21711827],[10263425.6847102,2321911.24672454],[10263025.4020852,2322241.14294212],[10262632.3552271,2322579.73995668],[10262246.733379,2322926.87195431],[10261868.7035202,2323282.39687802],[10261498.4660258,2323646.125156],[10261136.1990069,2324017.87909184],[10260782.0583108,232439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+ Cyclone MOCHA-23\",\"htmldescription\":\"Red Tropical Cyclone MOCHA-23 in
+ Myanmar from: 11 May 2023 to: 14 May 2023 .\",\"alertlevel\":\"RED\",\"country\":\"Myanmar\",\"fromdate\":1683763200000,\"year\":2023,\"todate\":1684065600000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 259 km/h)\",\"lat\":20.8,\"long\":93.1,\"editdate\":1694319041758,\"affectedports\":\"port961\",\"n_affectedports\":1,\"affectedpopulation\":\"3
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+ Cyclone JUDY-23\",\"htmldescription\":\"Red Tropical Cyclone JUDY-23 in Vanuatu
+ from: 27 Feb 2023 to: 03 Mar 2023 .\",\"alertlevel\":\"RED\",\"country\":\"Vanuatu\",\"fromdate\":1677456000000,\"year\":2023,\"todate\":1677823200000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 204 km/h)\",\"lat\":-26.1,\"long\":179.8,\"editdate\":1694318783857,\"affectedports\":\"port980\",\"n_affectedports\":1,\"affectedpopulation\":\"160
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+ in T\xFCrkiye\",\"htmlname\":\"Earthquake in T\xFCrkiye\",\"htmldescription\":\"Red
+ M 7.5 Earthquake in T\xFCrkiye at: 06 Feb 2023 10:24:49.\",\"alertlevel\":\"RED\",\"country\":\"T\xFCrkiye\",\"fromdate\":1675679089000,\"year\":2023,\"todate\":1675679089000,\"severitytext\":\"Magnitude
+ 7.5M, 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+ in T\xFCrkiye\",\"htmlname\":\"Earthquake in T\xFCrkiye\",\"htmldescription\":\"Red
+ M 7.8 Earthquake in T\xFCrkiye at: 06 Feb 2023 01:17:35.\",\"alertlevel\":\"RED\",\"country\":\"T\xFCrkiye\",\"fromdate\":1675646255000,\"year\":2023,\"todate\":1675646255000,\"severitytext\":\"Magnitude
+ 7.8M, Depth:17.925km\",\"lat\":37.1736,\"long\":37.032,\"editdate\":1694318563269,\"affectedports\":\"port286;
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+ in Indonesia\",\"htmlname\":\"Earthquake in Indonesia\",\"htmldescription\":\"Red
+ M 5.6 Earthquake in Indonesia at: 21 Nov 2022 06:21:10.\",\"alertlevel\":\"RED\",\"country\":\"Indonesia\",\"fromdate\":1669011670000,\"year\":2022,\"todate\":1669011670000,\"severitytext\":\"Magnitude
+ 5.6M, Depth:10km\",\"lat\":-6.8531,\"long\":107.0946,\"editdate\":1694318361325,\"affectedports\":\"port514;
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+ Cyclone IAN-22\",\"htmldescription\":\"Red Tropical Cyclone IAN-22 in United
+ States, Cuba from: 23 Sep 2022 to: 02 Oct 2022 .\",\"alertlevel\":\"RED\",\"country\":\"United
+ States; Cuba\",\"fromdate\":1663923600000,\"year\":2022,\"todate\":1664679600000,\"severitytext\":\"Tropical
+ Depression (maximum wind speed of 250 km/h)\",\"lat\":37.3,\"long\":-78.2,\"editdate\":1694318157503,\"affectedports\":\"port212;
+ port231; port513; port967; port1259; port1399; port86; port704\",\"n_affectedports\":8,\"affectedpopulation\":\"5.2
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+ Cyclone NORU-22\",\"htmldescription\":\"Red Tropical Cyclone NORU-22 in Viet
+ Nam, Laos, Philippines from: 22 Sep 2022 to: 28 Sep 2022 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines;
+ Vietnam\",\"fromdate\":1663804800000,\"year\":2022,\"todate\":1664323200000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 259 km/h)\",\"lat\":16,\"long\":107.8,\"editdate\":1694318122116,\"affectedports\":\"port694;
+ port1232; port213; port269\",\"n_affectedports\":4,\"affectedpopulation\":\"9
+ million in Category 1 or 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+ Cyclone FIONA-22\",\"htmldescription\":\"Red Tropical Cyclone FIONA-22 in
+ Canada, Turks and Caicos Islands, Dominican Republic, Puerto Rico from: 14
+ Sep 2022 to: 24 Sep 2022 .\",\"alertlevel\":\"RED\",\"country\":\"Montserrat;
+ Canada; Antigua and Barbuda; Guadeloupe; St. Kitts and Nevis; United States;
+ Dominican Republic; Turks and Caicos Islands; Puerto Rico\",\"fromdate\":1663167600000,\"year\":2022,\"todate\":1664053200000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 213 km/h)\",\"lat\":48.4,\"long\":-60.5,\"editdate\":1694318078129,\"affectedports\":\"port1245;
+ port211; port443; port935; port1219; port51; port1055; port1147; port122;
+ port232; port164; port913; port414; port1025; port910; port922; port1221\",\"n_affectedports\":17,\"affectedpopulation\":\"2.9
+ million in Category 1 or 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+ in China, Taiwan\",\"htmlname\":\"Flood in China, Taiwan\",\"htmldescription\":\"Red
+ Flood in China, Taiwan from: 14 Sep 2022 01 to: 16 Sep 2022 01.\",\"alertlevel\":\"RED\",\"country\":\"China\",\"fromdate\":1663117200000,\"year\":2022,\"todate\":1663290000000,\"severitytext\":null,\"lat\":31.23228,\"long\":121.4692,\"editdate\":1694317999111,\"affectedports\":\"port438;
+ port824; port1188; port1390; port1427; port1429\",\"n_affectedports\":6,\"affectedpopulation\":null,\"pageid\":\"e8ad23d722674521baae5de97cc97f61\",\"ObjectId\":55,\"Shape__Area\":217355300848.26953,\"Shape__Length\":3579326.4935056837},\"geometry\":{\"rings\":[[[13473405.8230603,3105879.18282736],[13458208.964851,3115325.6324134],[13441823.002973,3127603.56657345],[13425575.5114096,3130188.3952653],[13414636.1450493,3136419.672586],[13410026.2379564,3140472.65059796],[13409909.2077757,3140594.46222854],[13409352.0537243,3141423.3173537],[13408762.0492911,3142205.00732415],[13407570.7081006,3143692.54704403],[13407192.1105125,3144052.03850835],[13406380.5580287,3144380.48356207],[13406405.0483167,3144476.02811411],[13406408.6328043,3144639.65405676],[13406339.3586852,3144761.46447405],[13406313.0872854,3144896.42690215],[13406206.7883036,3145010.78186589],[13406155.7260532,3145007.50348536],[13405938.0630528,3145091.10242918],[13405916.5672591,3145058.85652673],[13405878.9412713,3145060.04525677],[13405854.1615526,3145153.50478092],[13405869.6906216,3145344.60511481],[13405859.538284,3145422.23724408],[13405629.0290144,3145576.00118795],[13405499.7425578,3145470.90144716],[13405480.039008,3145428.20607653],[13405422.4089076,3145421.93692553],[13405383.8923638,3145445.52446436],[13405356.1292827,3145434.77554915],[13405311.9354449,3145470.90144716],[13405276.1017008,3145465.82104159],[13405226.8428261,3145700.81050381],[13405199.9703011,3145753.95553509],[13405128.9039381,3145819.63941926],[13405202.6531008,3145933.70161353],[13405265.0588073,3145967.43867368],[13405310.7443264,3146081.80240804],[13405250.7319889,3146146.88716617],[13405139.657401,3146103.00090967],[13405068.8916007,3146097.31960796],[13404962.5926189,3146138.22753463],[13404774.785506,3146160.92779404],[13404818.3782186,3146283.33964159],[13404948.2658004,3146374.11681616],[13404985.2906631,3146378.88469896],[13405033.3584192,3146340.96693586],[13405142.0396381,3146378.29653485],[13405171.9066574,3146463.39287615],[13405413.7482512,3146655.67497512],[13405402.4047951,3146711.21389664],[13405312.2360075,3146828.85001663],[13405016.0371064,3147049.20766307],[13404878.1011254,3147013.9787394],[13404672.0710118,3147060.25817503],[13404592.0545618,3147125.04713973],[13404524.8732491,3147115.78619145],[13404432.6116552,3147139.67694757],[13404420.0659486,3147319.71619753],[13404360.6547363,3147386.30853123],[13404355.5785676,3147469.00811673],[13404269.5842609,3147575.31184485],[13404161.5041673,3147624.57177016],[13404129.2549108,3147670.85323036],[13404117.6108921,3147753.85487061],[13404169.2631358,3147814.17905039],[13404116.7092042,3147930.02223132],[13403996.083404,3147948.83307196],[13403968.320323,3147899.85985848],[13403880.2332099,3147893.58959745],[13403813.3524598,3147921.66186585],[13403709.4468471,3147852.38867092],[13403631.8126343,3147918.67065846],[13403488.4999218,3147981.9742554],[13403404.8878523,3147908.52058293],[13403294.2696743,3147860.29843839],[13403227.3889242,3147803.2781264],[13403211.25873,3147812.52701543],[13403183.3398017,3147965.85421375],[13403414.5949119,3148041.09792162],[13403474.1619714,3148031.5359908],[13403491.0380062,3148110.37205328],[13403580.6056685,3148125.002894],[13403640.4732906,3148239.64713842],[13403649.7239403,3148268.02048273],[13403580.1603905,3148322.95254269],[13403586.7282405,3148361.47645399],[13403630.6215157,3148354.9056039],[13403588.5204843,3148459.70164484],[13403459.8351529,3148660.94779568],[13403334.4226146,3148752.9169638],[13403334.4226146,3148830.54301814],[13403370.8574839,3148864.5874736],[13403394.1455214,3148941.6258771],[13403308.1512148,3149112.41358662],[13403287.4012617,3149124.05401229],[13403245.3002303,3149099.27118221],[13403211.4145773,3149142.26566549],[13403148.4077455,3149113.9030599],[13403063.916252,3149125.84388506],[13403050.1794268,3149181.38012128],[13403118.5518581,3149199.89224915],[13403126.6113892,3149219.89388618],[13403041.2182078,3149288.57306716],[13402874.0163326,3149262.00005436],[13402848.9360514,3149322.60612358],[13402798.1743636,3149372.77342838],[13402787.4209007,3149438.46182879],[13402896.1132516,3149554.00557176],[13403128.1030704,3149680.31496596],[13403157.3689645,3149743.91445071],[13403409.6745904,3149928.13053647],[13403437.1371088,3149991.4307343],[13403429.0775776,3150024.57677016],[13403354.7272897,3150207.00655109],[13403161.844008,3150212.97743027],[13403107.7983952,3150298.07212463],[13403043.0104516,3150237.46181693],[13403063.3151267,3150192.08562308],[13403034.6503578,3150168.18963993],[13403026.2902641,3150089.36698314],[13402986.8720324,3150060.70203339],[13402957.016145,3150151.47874885],[13402825.6480139,3150127.58283527],[13402671.5707067,3150144.30621522],[13402582.0030444,3150195.66564294],[13402558.1138817,3150174.17302003],[13402574.8340692,3150139.53704569],[13402506.7622006,3150126.39367354],[13402535.4158375,3150059.51287736],[13402497.1998563,3150030.84798898],[13402295.3553556,3150159.84045065],[13402276.252931,3150220.75084285],[13402300.1420937,3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+ in Papua New Guinea\",\"htmlname\":\"Earthquake in Papua New Guinea\",\"htmldescription\":\"Red
+ M 7.6 Earthquake in Papua New Guinea at: 10 Sep 2022 23:46:55.\",\"alertlevel\":\"RED\",\"country\":\"Papua
+ New Guinea\",\"fromdate\":1662853615000,\"year\":2022,\"todate\":1662853615000,\"severitytext\":\"Magnitude
+ 7.6M, 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+ in Afghanistan\",\"htmlname\":\"Earthquake in Afghanistan\",\"htmldescription\":\"Red
+ M 5.9 Earthquake in Afghanistan at: 21 Jun 2022 20:54:36.\",\"alertlevel\":\"RED\",\"country\":\"Afghanistan\",\"fromdate\":1655844876000,\"year\":2022,\"todate\":1655844876000,\"severitytext\":\"Magnitude
+ 5.9M, 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+ Cyclone EMNATI-22\",\"htmldescription\":\"Red Tropical Cyclone EMNATI-22 in
+ Madagascar from: 16 Feb 2022 to: 24 Feb 2022 .\",\"alertlevel\":\"RED\",\"country\":\"Madagascar\",\"fromdate\":1645034400000,\"year\":2022,\"todate\":1645725600000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 204 km/h)\",\"lat\":-28.7,\"long\":41.8,\"editdate\":1694317200080,\"affectedports\":\"port340;
+ port1301; port1307\",\"n_affectedports\":3,\"affectedpopulation\":\"2.2 million
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+ Cyclone BATSIRAI-22\",\"htmldescription\":\"Red Tropical Cyclone BATSIRAI-22
+ in Madagascar from: 27 Jan 2022 to: 08 Feb 2022 .\",\"alertlevel\":\"RED\",\"country\":\"Madagascar;
+ Mauritius\",\"fromdate\":1643241600000,\"year\":2022,\"todate\":1644321600000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 231 km/h)\",\"lat\":-28.3,\"long\":41.8,\"editdate\":1694317131752,\"affectedports\":\"port1307;
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+ Cyclone IDA-21\",\"htmldescription\":\"Red Tropical Cyclone IDA-21 in United
+ States, Cuba from: 26 Aug 2021 to: 30 Aug 2021 .\",\"alertlevel\":\"RED\",\"country\":\"United
+ States\",\"fromdate\":1629990000000,\"year\":2021,\"todate\":1630357200000,\"severitytext\":\"Tropical
+ Depression (maximum wind speed of 241 km/h)\",\"lat\":32.6,\"long\":-90.3,\"editdate\":1694316376901,\"affectedports\":\"port126;
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+ in Bangladesh, India\",\"htmlname\":\"Flood in Bangladesh, India\",\"htmldescription\":\"Red
+ Flood in Bangladesh, India from: 24 May 2021 01 to: 31 May 2021 01.\",\"alertlevel\":\"RED\",\"country\":\"India\",\"fromdate\":1621818000000,\"year\":2021,\"todate\":1622422800000,\"severitytext\":null,\"lat\":23.45598,\"long\":85.25573,\"editdate\":1694315699826,\"affectedports\":\"port207;
+ port235; port290; port442; port534; port544; port883; 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+ Cyclone NIRAN-21\",\"htmldescription\":\"Red Tropical Cyclone NIRAN-21 in
+ New Caledonia, Australia, Norfolk Island, Vanuatu from: 01 Mar 2021 to: 07
+ Mar 2021 .\",\"alertlevel\":\"RED\",\"country\":\"New Caledonia\",\"fromdate\":1614556800000,\"year\":2021,\"todate\":1615075200000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 259 km/h)\",\"lat\":-27.3,\"long\":175.7,\"editdate\":1694315362678,\"affectedports\":\"port94;
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+ Cyclone NIVAR-20\",\"htmldescription\":\"Red Tropical Cyclone NIVAR-20 in
+ India from: 23 Nov 2020 to: 26 Nov 2020 .\",\"alertlevel\":\"RED\",\"country\":\"India\",\"fromdate\":1606132800000,\"year\":2020,\"todate\":1606348800000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 130 km/h)\",\"lat\":12.3,\"long\":79.4,\"editdate\":1694315050062,\"affectedports\":null,\"n_affectedports\":0,\"affectedpopulation\":\"6.1
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+ Depression (maximum wind speed of 259 km/h)\",\"lat\":13.8,\"long\":-89.5,\"editdate\":1694315019504,\"affectedports\":\"port1030\",\"n_affectedports\":1,\"affectedpopulation\":\"560
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+ Cyclone VAMCO-20\",\"htmldescription\":\"Red Tropical Cyclone VAMCO-20 in
+ Viet Nam, Laos, Philippines from: 09 Nov 2020 to: 15 Nov 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines;
+ Vietnam\",\"fromdate\":1604901600000,\"year\":2020,\"todate\":1605420000000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 213 km/h)\",\"lat\":17.7,\"long\":106.5,\"editdate\":1694315001659,\"affectedports\":\"port125;
+ port694; port1232; port213; port269\",\"n_affectedports\":5,\"affectedpopulation\":\"47.4
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+ Cyclone ETA-20\",\"htmldescription\":\"Red Tropical Cyclone ETA-20 in Nicaragua,
+ United States, Honduras from: 31 Oct 2020 to: 13 Nov 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Nicaragua\",\"fromdate\":1604178000000,\"year\":2020,\"todate\":1605258000000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 241 km/h)\",\"lat\":33.3,\"long\":-76.8,\"editdate\":1694314982932,\"affectedports\":\"port1030\",\"n_affectedports\":1,\"affectedpopulation\":\"200
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+ Cyclone GONI-20\",\"htmldescription\":\"Red Tropical Cyclone GONI-20 in Philippines
+ from: 28 Oct 2020 to: 06 Nov 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines\",\"fromdate\":1603843200000,\"year\":2020,\"todate\":1604620800000,\"severitytext\":\"Tropical
+ Depression (maximum wind speed of 315 km/h)\",\"lat\":13.9,\"long\":109.2,\"editdate\":1694314929059,\"affectedports\":\"port125;
+ port694; port1232\",\"n_affectedports\":3,\"affectedpopulation\":\"24.4 million
+ \ in Category 1 or 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+ Cyclone MOLAVE-20\",\"htmldescription\":\"Red Tropical Cyclone MOLAVE-20 in
+ Viet Nam, Laos, Philippines, Cambodia, Thailand from: 24 Oct 2020 to: 28
+ Oct 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines; Vietnam\",\"fromdate\":1603497600000,\"year\":2020,\"todate\":1603864800000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 204 km/h)\",\"lat\":15.4,\"long\":108.5,\"editdate\":1694314857510,\"affectedports\":\"port125;
+ port694; port213; port269; port1078\",\"n_affectedports\":5,\"affectedpopulation\":\"4.9
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+ Cyclone DELTA-20\",\"htmldescription\":\"Red Tropical Cyclone DELTA-20 in
+ United States, Mexico, Cuba, Cayman Islands from: 04 Oct 2020 to: 10 Oct
+ 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Mexico; United States\",\"fromdate\":1601845200000,\"year\":2020,\"todate\":1602342000000,\"severitytext\":\"Tropical
+ Depression (maximum wind speed of 231 km/h)\",\"lat\":33.1,\"long\":-90.8,\"editdate\":1694314797231,\"affectedports\":\"port629;
+ port933; port1144\",\"n_affectedports\":3,\"affectedpopulation\":\"1.9 million
+ \ in Category 1 or higher\",\"pageid\":\"54de45193f89417299ab745d2c59f315\",\"ObjectId\":26,\"Shape__Area\":486618277080.58691,\"Shape__Length\":5960717.91273668},\"geometry\":{\"rings\":[[[-8838767.56898592,1789325.73087847],[-8840114.76421226,1789349.20702707],[-8841460.31808872,1789419.60701245],[-8842802.59126519,1789536.84548735],[-8844139.94838857,1789700.78031965],[-8845470.76009519,1789911.21276222],[-8846793.40499599,1790167.8876904],[-8848106.27165191,1790470.49390689],[-8849407.76053713,1790818.66451368],[-8850696.28598795,1791211.9773507],[-8851970.27813459,1791649.95550043],[-8853228.18481384,1792132.06785828],[-8854468.47346019,1792657.72976768],[-8855689.63297299,1793226.30371959],[-8856890.17555745,1793837.10011521],[-8858068.63853738,1794489.37809136],[-8859223.58613717,1795182.34640744],[-8860353.61123106,1795915.16439295],[-8956865.99404466,1862876.9917068],[-9076902.03004712,1906072.66546027],[-9079438.99574502,1907043.24732384],[-9081940.42912094,1908101.52852245],[-9084403.28256365,1909246.23231076],[-9086824.55546561,1910475.97748431],[-9089201.29787872,1911789.28000002],[-9231458.05087705,1991919.39516163],[-9396373.15558771,2072752.21823144],[-9398813.95967313,2073991.53623201],[-9401209.87406479,2075315.0688088],[-9403557.97971008,2076721.21980046],[-9515029.41198013,2147208.43997094],[-9517335.24157898,2148700.77566954],[-9519587.40721096,2150272.52374302],[-9521783.16495917,2151921.78816739],[-9523919.83963101,2153646.57894144],[-9525994.82801754,2155444.81442008],[-9663910.38941557,2278950.1508321],[-9832942.55000099,2369038.29124553],[-9993130.18445832,2449107.03766423],[-10143776.7073233,2495401.97129649],[-10146429.0954708,2496311.17223894],[-10149047.994477,2497312.02766603],[-10151630.2136169,2498403.33417321],[-10154172.6068542,2499583.77936939],[-10156672.0766743,2500851.94339555],[-10159125.5778584,2502206.30056893],[-10161530.1211931,2503645.22115106],[-10163882.7771128,2505166.97323798],[-10166180.6792687,2506769.72477082],[-10168421.0280209,2508451.54566449],[-10170601.0938496,2510210.41005263],[-10280999.4118267,2600566.42345091],[-10379051.3724107,2671403.41629132],[-10381884.3362413,2673527.36001306],[-10384641.0711625,2675748.67630478],[-10387318.2185174,2678064.69877765],[-10389912.5166146,2680472.64623229],[-10392420.8047012,2682969.62585633],[-10394840.0268147,2685552.63655558],[-10397167.2355056,2688218.57241571],[-10399399.5954285,2690964.22629109],[-10477832.0816484,2788363.1279215],[-10479980.4373894,2791202.70932404],[-10482027.9871888,2794115.77887111],[-10483972.2364225,2797098.82830243],[-10485810.8163224,2800148.26308446],[-10487541.4868622,2803260.40659703],[-10489162.1394862,2806431.50442499],[-10490670.799679,2809657.72875069],[-10492065.6293704,2812935.18284261],[-10493344.9291755,2816259.90563582],[-10494507.1404643,2819627.87639927],[-10495550.8472615,2823035.01948513],[-10496474.7779712,2826477.20915525],[-10497277.806926,2829950.27447929],[-10520285.5883267,2940565.68986104],[-10520971.802219,2944091.25609906],[-10521534.3936362,2947639.43997964],[-10521972.6771476,2951205.93400984],[-10522286.118772,2954786.40536005],[-10534440.6290841,3103147.76354166],[-10546340.5421043,3237987.23669359],[-10546660.4195778,3241640.99168484],[-10546852.5020836,3245304.66158189],[-10546916.5555986,3248973.78965097],[-10546852.5020836,3252643.9089137],[-10546660.4195778,3256310.54756439],[-10546340.5421043,3259969.23441089],[-10545893.2593843,3263615.50433235],[-10545319.1163631,3267244.90374744],[-10544618.8125455,3270852.99608618],[-10543793.2011438,3274435.36725875],[-10542843.2880383,3277987.63111423],[-10541770.2305518,3281505.43488242],[-10540575.3360395,3284984.46459173],[-10539260.0602965,3288420.45045593],[-10473684.4931773,3453826.94672323],[-10472232.5500573,3457258.51662668],[-10470662.1154725,3460638.05323842],[-10468975.1027556,3463961.39705899],[-10384350.4642446,3621473.52900368],[-10382890.7072004,3624115.86058329],[-10381339.9325738,3626706.01242524],[-10379700.0297446,3629240.79535716],[-10377972.9966819,3631717.08641811],[-10376160.9375094,3634131.83283322],[-10374266.059942,3636482.05590871],[-10260267.422023,3771654.51601659],[-10259037.6653061,3773073.33419599],[-10257759.2863384,3774448.4043492],[-10256433.8426279,3775778.03588139],[-10255062.9490234,3777060.5935045],[-10253648.2757477,3778294.49930513],[-10252191.5463623,3779478.23474259],[-10250694.5356675,3780610.34257418],[-10249159.0675402,3781689.4287051],[-10247587.0127119,3782714.16396012],[-10245980.2864891,3783683.28577479],[-10244340.8464204,3784595.59980348],[-10242670.6899108,3785449.98144219],[-10240971.8517889,3786245.37726372],[-10239246.4018272,3786980.80636322],[-10237496.4422206,3787655.36161224],[-10235724.1050255,3788268.21081924],[-10233931.5495616,3788818.59779505],[-10232120.9597817,3789305.84332169],[-10230294.5416105,3789729.34602304],[-10228454.5202573,3790088.58313611],[-10226603.1375046,3790383.11118193],[-10224742.648977,3790612.56653475],[-10222875.3213934,3790776.66588895],[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+ Cyclone HAISHEN-20\",\"htmldescription\":\"Red Tropical Cyclone HAISHEN-20
+ in Democratic Republic of Korea, Republic of Korea, Japan, China, from: 31
+ Aug 2020 to: 07 Sep 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Japan;
+ Korea\",\"fromdate\":1598875200000,\"year\":2020,\"todate\":1599480000000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 250 km/h)\",\"lat\":40.7,\"long\":128.9,\"editdate\":1694314690167,\"affectedports\":\"port439;
+ port445; port471; port480; port528; port538; port545; port566; port605; port785;
+ port846; port852; port1119; port1190; port1304; port1324; port1335; port1378;
+ port1411; port270; port432; port494; port608; port715; port915; port1065;
+ port1067; port1309; port1338\",\"n_affectedports\":29,\"affectedpopulation\":\"29.9
+ million in Category 1 or 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+ Cyclone MAYSAK-20\",\"htmldescription\":\"Red Tropical Cyclone MAYSAK-20 in
+ Republic of Korea, Japan, Democratic Republic of Korea, China from: 28 Aug
+ 2020 to: 02 Sep 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Japan; Korea\",\"fromdate\":1598572800000,\"year\":2020,\"todate\":1599069600000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 231 km/h)\",\"lat\":35.5,\"long\":129,\"editdate\":1694314659620,\"affectedports\":\"port545;
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+ Cyclone BAVI-20\",\"htmldescription\":\"Red Tropical Cyclone BAVI-20 in China,
+ Democratic Republic of Korea, Republic of Korea from: 21 Aug 2020 to: 27
+ Aug 2020 .\",\"alertlevel\":\"RED\",\"country\":\"China\",\"fromdate\":1598011200000,\"year\":2020,\"todate\":1598508000000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 185 km/h)\",\"lat\":41.6,\"long\":125.8,\"editdate\":1694314620195,\"affectedports\":\"port277;
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+ Cyclone NISARGA-20\",\"htmldescription\":\"Red Tropical Cyclone NISARGA-20
+ in India from: 02 Jun 2020 to: 03 Jun 2020 .\",\"alertlevel\":\"RED\",\"country\":\"India\",\"fromdate\":1591120800000,\"year\":2020,\"todate\":1591185600000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 139 km/h)\",\"lat\":19.1,\"long\":73.7,\"editdate\":1694314372002,\"affectedports\":\"port511;
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+ \\u003e 74 mph (maximum wind speed of 269 km/h)\",\"lat\":22.2,\"long\":88.3,\"editdate\":1694314330037,\"affectedports\":\"port207;
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+ Cyclone VONGFONG-20\",\"htmldescription\":\"Red Tropical Cyclone VONGFONG-20
+ in Philippines from: 11 May 2020 to: 16 May 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines\",\"fromdate\":1589220000000,\"year\":2020,\"todate\":1589608800000,\"severitytext\":\"Tropical
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+ Cyclone HAROLD-20\",\"htmldescription\":\"Red Tropical Cyclone HAROLD-20 in
+ , Tonga, Fiji, Vanuatu from: 02 Apr 2020 to: 09 Apr 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Fiji;
+ Vanuatu; Tonga\",\"fromdate\":1585850400000,\"year\":2020,\"todate\":1586412000000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 269 km/h)\",\"lat\":-24.6,\"long\":-170.7,\"editdate\":1694314190344,\"affectedports\":\"port636;
+ port643; port1240; port669; port836\",\"n_affectedports\":5,\"affectedpopulation\":\"70
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+ Cyclone KAMMURI-19\",\"htmldescription\":\"Red Tropical Cyclone KAMMURI-19
+ in Philippines, Guam, Northern Mariana Islands from: 25 Nov 2019 to: 05 Dec
+ 2019 .\",\"alertlevel\":\"RED\",\"country\":\"Philippines\",\"fromdate\":1574704800000,\"year\":2019,\"todate\":1575568800000,\"severitytext\":\"Tropical
+ Depression (maximum wind speed of 213 km/h)\",\"lat\":12.2,\"long\":113.5,\"editdate\":1694312298029,\"affectedports\":\"port125;
+ port694; port858; port1232\",\"n_affectedports\":4,\"affectedpopulation\":\"34.9
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+ in Bangladesh\",\"htmlname\":\"Flood in Bangladesh, India\",\"htmldescription\":\"Red
+ Flood in Bangladesh, India from: 09 Nov 2019 00 to: 12 Nov 2019 00.\",\"alertlevel\":\"RED\",\"country\":\"Bangladesh;
+ India\",\"fromdate\":1573257600000,\"year\":2019,\"todate\":1573516800000,\"severitytext\":null,\"lat\":22.70099,\"long\":90.35384,\"editdate\":1694312166030,\"affectedports\":\"port207;
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+ Cyclone MATMO-19/BULBUL-19\",\"htmldescription\":\"Red Tropical Cyclone MATMO-19/BULBUL-19
+ in Bangladesh, India, Myanmar, Thailand, Cambodia, Laos, Viet Nam from: 29
+ Oct 2019 to: 10 Nov 2019 .\",\"alertlevel\":\"RED\",\"country\":\"Bangladesh;
+ Vietnam; India\",\"fromdate\":1572372000000,\"year\":2019,\"todate\":1573387200000,\"severitytext\":\"Tropical
+ Storm (maximum wind speed of 157 km/h)\",\"lat\":23,\"long\":90.8,\"editdate\":1694312137296,\"affectedports\":\"port290;
+ port442; port883; port1078; port759; port890\",\"n_affectedports\":6,\"affectedpopulation\":\"7.6
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+ Cyclone LINGLING-19\",\"htmldescription\":\"Red Tropical Cyclone LINGLING-19
+ in Korea, Democratic People's Republic of, Republic of, China, Japan, Russian
+ Federation from: 02 Sep 2019 to: 07 Sep 2019 .\",\"alertlevel\":\"RED\",\"country\":\"China;
+ Korea\",\"fromdate\":1567382400000,\"year\":2019,\"todate\":1567836000000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 222 km/h)\",\"lat\":37.9,\"long\":125.3,\"editdate\":1694311847680,\"affectedports\":\"port277;
+ port662; port270; port494; port608; port1067\",\"n_affectedports\":6,\"affectedpopulation\":\"20.1
+ million in Category 1 or 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+ in British Virgin Islands, The Bahamas\",\"htmlname\":\"Flood in British Virgin
+ Islands, The Bahamas\",\"htmldescription\":\"Red Flood in British Virgin Islands,
+ The Bahamas from: 28 Aug 2019 00 to: 28 Aug 2019 00.\",\"alertlevel\":\"RED\",\"country\":\"The
+ Bahamas\",\"fromdate\":1566950400000,\"year\":2019,\"todate\":1566950400000,\"severitytext\":null,\"lat\":26.70673,\"long\":-78.87209,\"editdate\":1694311792460,\"affectedports\":\"port251;
+ port357; port388; port721; port798; 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+ Cyclone LEKIMA-19\",\"htmldescription\":\"Red Tropical Cyclone LEKIMA-19 in
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+ Taiwan Province of China\",\"fromdate\":1564876800000,\"year\":2019,\"todate\":1565524800000,\"severitytext\":\"Tropical
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+ in China\",\"htmlname\":\"Earthquake in China\",\"htmldescription\":\"Red
+ M 5.8 Earthquake in China at: 17 Jun 2019 14:55:45.\",\"alertlevel\":\"RED\",\"country\":\"China\",\"fromdate\":1560783345000,\"year\":2019,\"todate\":1560783345000,\"severitytext\":\"Magnitude
+ 5.8M, 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+ Cyclone KENNETH-19\",\"htmldescription\":\"Red Tropical Cyclone KENNETH-19
+ in , Mozambique, Comoros from: 23 Apr 2019 to: 25 Apr 2019 .\",\"alertlevel\":\"RED\",\"country\":\"Mozambique;
+ Comoros\",\"fromdate\":1555977600000,\"year\":2019,\"todate\":1556215200000,\"severitytext\":\"Hurricane/Typhoon
+ \\u003e 74 mph (maximum wind speed of 231 km/h)\",\"lat\":-12.3,\"long\":40.1,\"editdate\":1694310802591,\"affectedports\":\"port896;
+ port769\",\"n_affectedports\":2,\"affectedpopulation\":\"260 thousand in
+ Category 1 or 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+ in Botswana, Mozambique, South Africa, Zimbabwe\",\"htmldescription\":\"Red
+ Drought in Botswana, Mozambique, South Africa, Zimbabwe from: 21 Mar 2019
+ \ to: 01 Aug 2019 .\",\"alertlevel\":\"RED\",\"country\":\"Botswana, Mozambique,
+ South Africa, Zimbabwe\",\"fromdate\":1553126400000,\"year\":2019,\"todate\":1564656420000,\"severitytext\":\"Severe
+ impact for agricultural drought in 102368 km2\",\"lat\":-22.721,\"long\":31.814,\"editdate\":1694311593392,\"affectedports\":null,\"n_affectedports\":0,\"affectedpopulation\":null,\"pageid\":null,\"ObjectId\":9,\"Shape__Area\":120939607601.34961,\"Shape__Length\":2559609.37090292},\"geometry\":{\"rings\":[[[3228265.23300494,-2511525.23484571],[3228265.23300494,-2484652.5101243],[3228265.23300494,-2391878.58794432],[3228265.23300494,-2273030.92698769],[3339584.72379821,-2273030.92698769],[3339584.72379821,-2391878.58794432],[3339584.72379821,-2511525.23484571],[3232606.69314587,-2511525.23484571],[3228265.23300494,-2511525.23484571]],[[3339584.72379821,-2632018.63758642],[3339584.72379821,-2538921.45833497],[3339584.72379821,-2511525.23484571],[3450904.21459148,-2511525.23484571],[3450904.21459148,-2550590.35559779],[3450904.21459148,-2632018.63758642],[3339584.72379821,-2632018.63758642]],[[3673543.19617803,-2875744.62435224],[3673543.19617803,-2753408.10936498],[3562223.70538475,-2753408.10936498],[3550201.20037908,-2753408.10936498],[3450904.21459148,-2753408.10936498],[3450904.21459148,-2632018.63758642],[3506341.32100653,-2632139.57111843],[3562223.70538475,-2632018.63758642],[3562223.70538475,-2511525.23484571],[3673543.19617803,-2511525.23484571],[3784862.6869713,-2511525.23484571],[3784862.6869713,-2632018.63758642],[3784862.6869713,-2753408.10936498],[3784862.6869713,-2875744.62435224],[3673543.19617803,-2875744.62435224]]]}},{\"attributes\":{\"eventid\":1000552,\"eventtype\":\"TC\",\"eventname\":\"IDAI-19\",\"htmlname\":\"Tropical
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+ Zimbabwe, Miscellaneous (French) Indian Ocean Islands from: 09 Mar 2019 to:
+ 15 Mar 2019 .\",\"alertlevel\":\"RED\",\"country\":\"Mozambique\",\"fromdate\":1552111200000,\"year\":2019,\"todate\":1552608000000,\"severitytext\":\"Hurricane/Typhoon
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+ Basin-2018\",\"htmlname\":\"Drought in Angola, Botswana, Mozambique, Namibia,
+ Zambia, Zimbabwe\",\"htmldescription\":\"Red Drought in Angola, Botswana,
+ Mozambique, Namibia, Zambia, Zimbabwe from: 21 Oct 2018 to: 24 Mar 2020 .\",\"alertlevel\":\"RED\",\"country\":\"Angola,
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diff --git a/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_economic_indicators_fetcher_urllib3_v2.yaml b/openbb_platform/providers/imf/tests/record/http/test_imf_fetchers/test_imf_economic_indicators_fetcher_urllib3_v2.yaml
index 270dd3182bc..4730dc3c476 100644
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Accept-Encoding:
- - gzip, deflate, br, zstd
+ - gzip, deflate, zstd
Connection:
- keep-alive
method: GET
uri: https://api.imf.org/external/sdmx/3.0/availability/dataflow/IMF.STA/IL/%2B/JPN.*.*.*/INDICATOR
response:
body:
- string: '{"data":{"dataConstraints":[{"links":[{"urn":"urn:sdmx:org.sdmx.infomodel.registry.DataConstraint=IMF.STA:IL(13.0.1)","type":"dataconstraint","rel":"self"}],"annotations":[{"id":"series_count","title":"48","type":"sdmx_metrics"},{"id":"time_period_start","title":"1945-01-01","type":"sdmx_metrics"},{"id":"time_period_end","title":"2025-12-01","type":"sdmx_metrics"}],"id":"IL","name":"Data
+ string: '{"data":{"dataConstraints":[{"links":[{"urn":"urn:sdmx:org.sdmx.infomodel.registry.DataConstraint=IMF.STA:IL(13.0.1)","type":"dataconstraint","rel":"self"}],"annotations":[{"id":"series_count","title":"48","type":"sdmx_metrics"},{"id":"time_period_start","title":"1945-01-01","type":"sdmx_metrics"},{"id":"time_period_end","title":"2026-05-01","type":"sdmx_metrics"}],"id":"IL","name":"Data
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+ Constraint","descriptions":{"en":"Data Availability Constraint"},"version":"13.0.1","agencyID":"IMF.STA","role":"Actual","constraintAttachment":{"dataStructures":["urn:sdmx:org.sdmx.infomodel.datastructure.DataStructure=IMF.STA:DSD_IL(13.0.0)"]},"cubeRegions":[{"include":true,"components":[{"id":"INDICATOR","include":false,"removePrefix":false,"values":[{"value":"GOLD35P_REVS"},{"value":"NFAOFA_ACO_NRES_S121"},{"value":"NFAOFL_LT_NRES_S121"},{"value":"RGOLDMV_REVS"},{"value":"RGOLDNV_REVS"},{"value":"RGV_REVS"},{"value":"RXDR_REVS"},{"value":"RXF11FX_REVS"},{"value":"RXF11_REVS"},{"value":"TRGMV_REVS"},{"value":"TRGNV_REVS"},{"value":"TRRPIMF_REVS"}]}],"keyValues":[],"annotations":[]}]}]},"meta":{"schema":"https://raw.githubusercontent.com/sdmx-twg/sdmx-json/master/metadata-message/tools/schemas/2.0.0/sdmx-json-metadata-schema.json","id":"IDREF1539","test":false,"prepared":"2026-05-25T16:20:47.067923704Z","contentLanguages":["en"],"sender":{"id":"unknown"}}}'
headers:
Connection:
- keep-alive
@@ -193,7 +193,7 @@ interactions:
Content-Type:
- application/json
Date:
- - Tue, 16 Dec 2025 05:17:22 GMT
+ - Mon, 25 May 2026 16:20:47 GMT
Request-Context:
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Set-Cookie:
@@ -213,9 +213,9 @@ interactions:
x-content-type-options:
- nosniff
x-correlation-id:
- - 8b788ff2683903419391a8480a73df0a
+ - 581b506849bd28fb5a90edccd15604d1
x-envoy-upstream-service-time:
- - '61'
+ - '356'
x-frame-options:
- DENY
x-xss-protection:
@@ -229,7 +229,7 @@ interactions:
Accept:
- application/xml
Accept-Encoding:
- - gzip, deflate, br, zstd
+ - gzip, deflate, zstd
Cache-Control:
- no-cache
Connection:
@@ -246,7 +246,7 @@ interactions:
xmlns:ss="http://www.sdmx.org/resources/sdmxml/schemas/v3_0/data/structurespecific"
xmlns:ns1="urn:sdmx:org.sdmx.infomodel.datastructure.DataStructure=IMF.STA:DSD_IL(13.0.0):ObsLevelDim:TIME_PERIOD"
xsi:schemaLocation="http://www.sdmx.org/resources/sdmxml/schemas/v3_0/message
- ../../schemas/SDMXMessage.xsd">IDREF9203false2025-12-16T05:17:22.970325555ZIDREF2800false2026-05-25T16:20:48.285156082Zurn:sdmx:org.sdmx.infomodel.datastructure.DataStructure=IMF.STA:DSD_IL(13.0.0) list[dict[str, Any]]:
+ """Record args and return the stub result, or raise if configured."""
+ self.calls.append(
+ {"query": query, "dataflows": dataflows, "keywords": keywords}
+ )
+ if self._raise_exc is not None:
+ raise self._raise_exc
+ return self._result
+
+
+class TestImfAvailableIndicatorsFetcher:
+ """Tests for ``ImfAvailableIndicatorsFetcher``."""
+
+ def test_transform_query_passes_defaults(self):
+ """Empty params produce a query with all defaults None."""
+ q = ImfAvailableIndicatorsFetcher.transform_query({})
+ assert isinstance(q, ImfAvailableIndicatorsQueryParams)
+ assert q.query is None
+ assert q.dataflows is None
+ assert q.keywords is None
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_string_dataflows_and_keywords(self, monkeypatch):
+ """String ``dataflows``/``keywords`` are split by comma before search."""
+ stub = _StubMeta(result=[{"indicator": "GDP"}])
+ monkeypatch.setattr(
+ "openbb_imf.utils.metadata.ImfMetadata",
+ lambda: stub,
+ )
+ q = ImfAvailableIndicatorsFetcher.transform_query(
+ {
+ "query": "gold,volume",
+ "dataflows": "WEO,IFS",
+ "keywords": "gold,not USD",
+ }
+ )
+ out = await ImfAvailableIndicatorsFetcher.aextract_data(q, None)
+ assert out == [{"indicator": "GDP"}]
+ call = stub.calls[0]
+ assert call["query"] == "gold, volume"
+ assert call["dataflows"] == ["WEO", "IFS"]
+ assert call["keywords"] == ["gold", "not USD"]
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_list_dataflows_and_keywords(self, monkeypatch):
+ """List ``dataflows``/``keywords`` flow through unchanged."""
+ stub = _StubMeta(result=[{"indicator": "CPI"}])
+ monkeypatch.setattr(
+ "openbb_imf.utils.metadata.ImfMetadata",
+ lambda: stub,
+ )
+ params: dict[str, Any] = {"dataflows": ["WEO"], "keywords": ["gold"]}
+ q = ImfAvailableIndicatorsFetcher.transform_query(params)
+ await ImfAvailableIndicatorsFetcher.aextract_data(q, None)
+ call = stub.calls[0]
+ assert call["query"] == ""
+ assert call["dataflows"] == ["WEO"]
+ assert call["keywords"] == ["gold"]
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_search_failure_wraps_in_openbb_error(
+ self, monkeypatch
+ ):
+ """Any exception from ``search_indicators`` is wrapped in ``OpenBBError``."""
+ stub = _StubMeta(raise_exc=RuntimeError("boom"))
+ monkeypatch.setattr(
+ "openbb_imf.utils.metadata.ImfMetadata",
+ lambda: stub,
+ )
+ q = ImfAvailableIndicatorsFetcher.transform_query({"query": "x"})
+ with pytest.raises(OpenBBError):
+ await ImfAvailableIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_empty_results_raises(self, monkeypatch):
+ """Empty results raise ``EmptyDataError``."""
+ stub = _StubMeta(result=[])
+ monkeypatch.setattr(
+ "openbb_imf.utils.metadata.ImfMetadata",
+ lambda: stub,
+ )
+ q = ImfAvailableIndicatorsFetcher.transform_query({"query": "nope"})
+ with pytest.raises(EmptyDataError):
+ await ImfAvailableIndicatorsFetcher.aextract_data(q, None)
+
+ def test_transform_data_constructs_symbol_and_typed_rows(self):
+ """``transform_data`` builds ``symbol`` from ``dataflow_id::indicator`` and validates rows."""
+ q = ImfAvailableIndicatorsFetcher.transform_query({"query": "any"})
+ raw = [
+ {
+ "agency_id": "IMF.STA",
+ "dataflow_id": "WEO",
+ "dataflow_name": "World Economic Outlook",
+ "structure_id": "DSD_WEO",
+ "dimension_id": "INDICATOR",
+ "indicator": "NGDP_RPCH",
+ "label": "Real GDP Growth",
+ "description": "Real gross domestic product growth.",
+ }
+ ]
+ out = ImfAvailableIndicatorsFetcher.transform_data(q, raw)
+ assert isinstance(out[0], ImfAvailableIndicatorsData)
+ assert out[0].symbol == "WEO::NGDP_RPCH"
+ assert out[0].description == "Real GDP Growth"
+ assert out[0].long_description == "Real gross domestic product growth."
diff --git a/openbb_platform/providers/imf/tests/test_balance_of_payments_model.py b/openbb_platform/providers/imf/tests/test_balance_of_payments_model.py
new file mode 100644
index 00000000000..3d2da4a78f3
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_balance_of_payments_model.py
@@ -0,0 +1,384 @@
+"""Tests for the IMF Balance of Payments Fetcher."""
+
+# ruff: noqa: I001
+
+from datetime import date as dateType
+
+import pytest
+
+from openbb_core.app.model.abstract.error import OpenBBError
+from openbb_imf.models.balance_of_payments import (
+ ImfBalanceOfPaymentsData,
+ ImfBalanceOfPaymentsFetcher,
+ ImfBalanceOfPaymentsQueryParams,
+)
+
+
+def _row(
+ indicator: str, entry: str, period: str, value: float, country: str = "Japan"
+) -> dict:
+ """Return a single SDMX long-form row as the query builder emits."""
+ return {
+ "INDICATOR_code": indicator,
+ "BOP_ACCOUNTING_ENTRY_code": entry,
+ "COUNTRY_label": country,
+ "TIME_PERIOD": period,
+ "OBS_VALUE": value,
+ }
+
+
+def _decomposed_rows() -> list[dict]:
+ """Build a complete two-period decomposition for the unit-test scenarios."""
+ return [
+ _row("CAB", "NETCD_T", "2024-03-31", -200.0),
+ _row("CAB", "NETCD_T", "2024-06-30", -300.0),
+ _row("G", "NETCD_T", "2024-03-31", -250.0),
+ _row("G", "NETCD_T", "2024-06-30", -280.0),
+ _row("G", "CD_T", "2024-03-31", 500.0),
+ _row("G", "CD_T", "2024-06-30", 520.0),
+ _row("G", "DB_T", "2024-03-31", 750.0),
+ _row("G", "DB_T", "2024-06-30", 800.0),
+ _row("S", "NETCD_T", "2024-03-31", 75.0),
+ _row("S", "NETCD_T", "2024-06-30", 70.0),
+ _row("S", "CD_T", "2024-03-31", 260.0),
+ _row("S", "CD_T", "2024-06-30", 280.0),
+ _row("S", "DB_T", "2024-03-31", 185.0),
+ _row("S", "DB_T", "2024-06-30", 210.0),
+ _row("IN1", "NETCD_T", "2024-03-31", -10.0),
+ _row("IN1", "NETCD_T", "2024-06-30", -15.0),
+ _row("IN1", "CD_T", "2024-03-31", 350.0),
+ _row("IN1", "CD_T", "2024-06-30", 365.0),
+ _row("IN1", "DB_T", "2024-03-31", 360.0),
+ _row("IN1", "DB_T", "2024-06-30", 380.0),
+ _row("IN2", "NETCD_T", "2024-03-31", -50.0),
+ _row("IN2", "NETCD_T", "2024-06-30", -55.0),
+ _row("IN2", "CD_T", "2024-03-31", 48.0),
+ _row("IN2", "CD_T", "2024-06-30", 47.0),
+ _row("IN2", "DB_T", "2024-03-31", 98.0),
+ _row("IN2", "DB_T", "2024-06-30", 102.0),
+ ]
+
+
+class TestQueryParams:
+ """Tests for ``ImfBalanceOfPaymentsQueryParams``."""
+
+ def test_default_country_resolves(self):
+ """``united_states`` (label) resolves to ``USA`` (ISO3)."""
+ q = ImfBalanceOfPaymentsQueryParams()
+ assert q.country == "USA"
+ assert q.frequency == "quarterly"
+
+ def test_country_list_joined_with_plus(self):
+ """Comma-separated tokens join with ``+`` and ISO3 codes pass through."""
+ q = ImfBalanceOfPaymentsQueryParams(country="USA,japan")
+ assert q.country == "USA+JPN"
+
+ def test_invalid_country_raises(self):
+ """An unknown country token raises ``ValueError``."""
+ with pytest.raises(
+ ValueError, match="not in the IMF BOP dataflow's country list"
+ ):
+ ImfBalanceOfPaymentsQueryParams(country="not_a_country")
+
+ def test_transform_query_passes_through(self):
+ """``transform_query`` constructs the params model from a dict."""
+ q = ImfBalanceOfPaymentsFetcher.transform_query(
+ {"country": "USA", "frequency": "annual"}
+ )
+ assert isinstance(q, ImfBalanceOfPaymentsQueryParams)
+ assert q.country == "USA"
+ assert q.frequency == "annual"
+
+ def test_country_list_comes_from_bop_dataflow(self):
+ """``BOP_CODE_SET`` / ``BOP_LABEL_TO_CODE`` are derived from the BOP dataflow."""
+ from openbb_imf.models.balance_of_payments import (
+ BOP_CODE_SET,
+ BOP_LABEL_TO_CODE,
+ )
+ from openbb_imf.utils.metadata import ImfMetadata
+
+ params = ImfMetadata().get_dataflow_parameters("BOP")
+ live_codes = {p["value"].upper() for p in params.get("COUNTRY", [])}
+ assert live_codes == BOP_CODE_SET
+ assert set(BOP_LABEL_TO_CODE.values()) == live_codes
+ assert BOP_LABEL_TO_CODE["united_states"] == "USA"
+
+ def test_country_loader_skips_entries_without_value(self):
+ """Country entries missing ``value`` are skipped by the loader."""
+ from openbb_imf.models import balance_of_payments as bop_mod
+
+ class _Stub:
+ """In-memory stand-in for ``ImfMetadata``."""
+
+ def get_dataflow_parameters(self, _dataflow_id):
+ """Return one valid + one missing-value entry."""
+ return {
+ "COUNTRY": [
+ {"value": "USA", "label": "United States"},
+ {"value": "", "label": "Skipped"},
+ {"label": "No Value"},
+ ]
+ }
+
+ original = bop_mod.ImfMetadata
+ bop_mod.ImfMetadata = _Stub # type: ignore[assignment]
+ try:
+ label_to_code, code_set = bop_mod._load_bop_countries()
+ finally:
+ bop_mod.ImfMetadata = original # type: ignore[assignment]
+
+ assert code_set == {"USA"}
+ assert label_to_code == {"united_states": "USA"}
+
+
+class TestExtractData:
+ """Tests for ``ImfBalanceOfPaymentsFetcher.extract_data``."""
+
+ def _mock_builder(self, monkeypatch, rows):
+ """Patch ``ImfQueryBuilder`` to record fetch calls and return canned rows."""
+ from openbb_imf.utils import query_builder as qb
+
+ calls: list[dict] = []
+
+ class _Stub:
+ def fetch_data(self, dataflow, **kwargs):
+ """Record the call and return canned rows."""
+ calls.append({"dataflow": dataflow, **kwargs})
+ return {"data": list(rows), "metadata": {}}
+
+ monkeypatch.setattr(qb, "ImfQueryBuilder", _Stub)
+ return calls
+
+ def test_single_skip_validation_call(self, monkeypatch):
+ """Extract issues exactly one SDMX call with ``_skip_validation=True``."""
+ calls = self._mock_builder(monkeypatch, _decomposed_rows())
+ q = ImfBalanceOfPaymentsQueryParams(
+ country="JPN",
+ frequency="quarterly",
+ start_date=dateType(2024, 1, 1),
+ end_date=dateType(2024, 12, 31),
+ )
+ rows = ImfBalanceOfPaymentsFetcher.extract_data(q, {})
+ assert len(calls) == 1
+ call = calls[0]
+ assert call["dataflow"] == "BOP"
+ assert call["COUNTRY"] == "JPN"
+ assert call["UNIT"] == "USD"
+ assert call["FREQUENCY"] == "Q"
+ assert call["start_date"] == "2024-01-01"
+ assert call["end_date"] == "2024-12-31"
+ assert call["_skip_validation"] is True
+ assert call["INDICATOR"] == "CAB+G+S+IN1+IN2"
+ assert call["BOP_ACCOUNTING_ENTRY"] == "NETCD_T+CD_T+DB_T"
+ assert len(rows) == len(_decomposed_rows())
+
+ def test_omits_unset_dates(self, monkeypatch):
+ """Missing date params surface as ``None`` to the query builder."""
+ calls = self._mock_builder(monkeypatch, _decomposed_rows())
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ ImfBalanceOfPaymentsFetcher.extract_data(q, {})
+ assert calls[0]["start_date"] is None
+ assert calls[0]["end_date"] is None
+
+ def test_annual_frequency_maps_to_A(self, monkeypatch):
+ """``annual`` maps to the SDMX ``A`` code."""
+ calls = self._mock_builder(monkeypatch, _decomposed_rows())
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN", frequency="annual")
+ ImfBalanceOfPaymentsFetcher.extract_data(q, {})
+ assert calls[0]["FREQUENCY"] == "A"
+
+ def test_empty_result_raises(self, monkeypatch):
+ """An empty inner-fetcher result raises ``OpenBBError``."""
+ self._mock_builder(monkeypatch, [])
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ with pytest.raises(OpenBBError, match="No BOP data"):
+ ImfBalanceOfPaymentsFetcher.extract_data(q, {})
+
+ def test_openbb_error_propagates(self, monkeypatch):
+ """An ``OpenBBError`` from the inner fetch is re-raised."""
+ from openbb_imf.utils import query_builder as qb
+
+ class _Stub:
+ def fetch_data(self, *_a, **_kw):
+ """Always raise."""
+ raise OpenBBError("boom")
+
+ monkeypatch.setattr(qb, "ImfQueryBuilder", _Stub)
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ with pytest.raises(OpenBBError, match="boom"):
+ ImfBalanceOfPaymentsFetcher.extract_data(q, {})
+
+ def test_value_error_wraps_to_openbb_error(self, monkeypatch):
+ """A ``ValueError`` from the query builder wraps to ``OpenBBError``."""
+ from openbb_imf.utils import query_builder as qb
+
+ class _Stub:
+ def fetch_data(self, *_a, **_kw):
+ """Always raise."""
+ raise ValueError("bad dim")
+
+ monkeypatch.setattr(qb, "ImfQueryBuilder", _Stub)
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ with pytest.raises(OpenBBError, match="bad dim"):
+ ImfBalanceOfPaymentsFetcher.extract_data(q, {})
+
+ def test_handles_non_dict_result_gracefully(self, monkeypatch):
+ """A non-dict return from the builder is treated as no data."""
+ from openbb_imf.utils import query_builder as qb
+
+ class _Stub:
+ def fetch_data(self, *_a, **_kw):
+ """Return a non-dict sentinel."""
+ return None
+
+ monkeypatch.setattr(qb, "ImfQueryBuilder", _Stub)
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ with pytest.raises(OpenBBError, match="No BOP data"):
+ ImfBalanceOfPaymentsFetcher.extract_data(q, {})
+
+
+class TestTransformData:
+ """Tests for ``ImfBalanceOfPaymentsFetcher.transform_data``."""
+
+ def test_pivots_into_bp6_columns(self):
+ """All recognised (indicator, entry) pairs populate the BP6 fields."""
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ out = ImfBalanceOfPaymentsFetcher.transform_data(q, _decomposed_rows())
+ assert len(out) == 2
+ first = out[0]
+ assert first.period == dateType(2024, 3, 31)
+ assert first.country == "Japan"
+ assert first.balance_total == -200.0
+ assert first.balance_total_goods == -250.0
+ assert first.balance_total_services == 75.0
+ assert first.credits_total_goods == 500.0
+ assert first.credits_total_services == 260.0
+ assert first.credits_total == 500.0 + 260.0 + 350.0 + 48.0
+ assert first.debits_total == 750.0 + 185.0 + 360.0 + 98.0
+ assert first.credits_services_percent_of_goods_and_services == pytest.approx(
+ 260.0 / (260.0 + 500.0)
+ )
+ assert first.credits_services_percent_of_current_account == pytest.approx(
+ 260.0 / first.credits_total
+ )
+ assert first.debits_services_percent_of_goods_and_services == pytest.approx(
+ 185.0 / (185.0 + 750.0)
+ )
+ assert first.debits_services_percent_of_current_account == pytest.approx(
+ 185.0 / first.debits_total
+ )
+
+ def test_ignores_unrecognised_indicator_or_entry(self):
+ """Rows for unknown indicator codes or accounting entries are dropped."""
+ rows = [
+ _row("UNKNOWN", "NETCD_T", "2024-03-31", 1.0),
+ _row("G", "X_OTHER", "2024-03-31", 2.0),
+ _row("G", "NETCD_T", "2024-03-31", 42.0),
+ ]
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ out = ImfBalanceOfPaymentsFetcher.transform_data(q, rows)
+ assert len(out) == 1
+ assert out[0].balance_total_goods == 42.0
+
+ def test_skips_bad_values_and_dates(self):
+ """Missing / unparsable values and empty dates are skipped."""
+ rows = [
+ _row("G", "NETCD_T", "2024-03-31", None),
+ _row("G", "NETCD_T", "", 5.0),
+ {
+ "INDICATOR_code": "G",
+ "BOP_ACCOUNTING_ENTRY_code": "NETCD_T",
+ "TIME_PERIOD": "2024-06-30",
+ "OBS_VALUE": "not-a-number",
+ "COUNTRY_label": "Japan",
+ },
+ _row("G", "NETCD_T", "2024-12-31", 99.0),
+ ]
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ out = ImfBalanceOfPaymentsFetcher.transform_data(q, rows)
+ assert len(out) == 1
+ assert out[0].period == dateType(2024, 12, 31)
+ assert out[0].balance_total_goods == 99.0
+
+ def test_partial_components_skip_synthesised_totals(self):
+ """When a credits/debits component is missing, totals stay ``None``."""
+ rows = [_row("G", "CD_T", "2024-03-31", 100.0)]
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN")
+ out = ImfBalanceOfPaymentsFetcher.transform_data(q, rows)
+ assert out[0].credits_total is None
+ assert out[0].credits_services_percent_of_goods_and_services is None
+
+ def test_country_falls_back_to_code_then_iso(self):
+ """``COUNTRY_label`` is preferred; ``COUNTRY_code`` and ``COUNTRY`` fall back."""
+ rows = [
+ {
+ "INDICATOR_code": "G",
+ "BOP_ACCOUNTING_ENTRY_code": "NETCD_T",
+ "TIME_PERIOD": "2024-03-31",
+ "OBS_VALUE": 1.0,
+ "COUNTRY_code": "JPN",
+ },
+ {
+ "INDICATOR_code": "S",
+ "BOP_ACCOUNTING_ENTRY_code": "NETCD_T",
+ "TIME_PERIOD": "2024-03-31",
+ "OBS_VALUE": 2.0,
+ "COUNTRY": "USA",
+ },
+ ]
+ q = ImfBalanceOfPaymentsQueryParams(country="JPN,USA")
+ countries = {
+ r.country for r in ImfBalanceOfPaymentsFetcher.transform_data(q, rows)
+ }
+ assert countries == {"JPN", "USA"}
+
+ def test_sorts_by_period_then_country(self):
+ """Output is sorted ascending by date, then country."""
+ rows = [
+ _row("G", "NETCD_T", "2024-06-30", 1.0, country="USA"),
+ _row("G", "NETCD_T", "2024-03-31", 2.0, country="USA"),
+ _row("G", "NETCD_T", "2024-03-31", 3.0, country="JPN"),
+ ]
+ q = ImfBalanceOfPaymentsQueryParams(country="USA,japan")
+ out = ImfBalanceOfPaymentsFetcher.transform_data(q, rows)
+ assert [(r.period, r.country) for r in out] == [
+ (dateType(2024, 3, 31), "JPN"),
+ (dateType(2024, 3, 31), "USA"),
+ (dateType(2024, 6, 30), "USA"),
+ ]
+
+
+class TestImfBalanceOfPaymentsData:
+ """Sanity tests for the standardised data model."""
+
+ def test_alias_period_maps_to_date(self):
+ """The ``date`` alias populates the standard ``period`` field."""
+ d = ImfBalanceOfPaymentsData.model_validate(
+ {"date": dateType(2024, 3, 31), "country": "USA"}
+ )
+ assert d.period == dateType(2024, 3, 31)
+ assert d.country == "USA"
+
+ def test_model_dump_uses_bpm6_canonical_order(self):
+ """``model_dump`` emits keys in BPM6 reading order."""
+ d = ImfBalanceOfPaymentsData.model_validate(
+ {
+ "period": dateType(2024, 3, 31),
+ "country": "USA",
+ "balance_total": 1.0,
+ "balance_total_goods": 2.0,
+ "balance_total_services": 3.0,
+ "credits_total": 4.0,
+ "debits_total": 5.0,
+ }
+ )
+ keys = list(d.model_dump(exclude_none=True).keys())
+ assert keys == [
+ "period",
+ "country",
+ "balance_total",
+ "balance_total_goods",
+ "balance_total_services",
+ "credits_total",
+ "debits_total",
+ ]
diff --git a/openbb_platform/providers/imf/tests/test_chokepoint_models.py b/openbb_platform/providers/imf/tests/test_chokepoint_models.py
new file mode 100644
index 00000000000..5f92ade6d0b
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_chokepoint_models.py
@@ -0,0 +1,299 @@
+"""Unit tests for the IMF maritime chokepoint info and volume models."""
+
+# ruff: noqa: I001
+
+from typing import Any
+from unittest.mock import AsyncMock, patch
+
+import pytest
+from openbb_core.app.model.abstract.error import OpenBBError
+
+from openbb_imf.models.maritime_chokepoint_info import (
+ ImfMaritimeChokePointInfoData,
+ ImfMaritimeChokePointInfoFetcher,
+ ImfMaritimeChokePointInfoQueryParams,
+)
+from openbb_imf.models.maritime_chokepoint_volume import (
+ ImfMaritimeChokePointVolumeData,
+ ImfMaritimeChokePointVolumeFetcher,
+ ImfMaritimeChokePointVolumeQueryParams,
+)
+
+
+class _FakeResponse:
+ """Pretend aiohttp ``ClientResponse`` returning a fixed payload/status."""
+
+ def __init__(self, payload: Any, status: int = 200):
+ self.status = status
+ self._payload = payload
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *args):
+ return False
+
+ async def json(self) -> Any:
+ return self._payload
+
+
+class _AwaitableContext:
+ """Wrap a CM so ``await session.get(url)`` works."""
+
+ def __init__(self, ctx):
+ self._ctx = ctx
+
+ def __await__(self):
+ async def _do():
+ return self._ctx
+
+ return _do().__await__()
+
+
+class _FakeSession:
+ """Tiny aiohttp session double with configurable responses."""
+
+ def __init__(self, payload: Any, status: int = 200):
+ self._payload = payload
+ self._status = status
+ self.urls: list[str] = []
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *args):
+ return False
+
+ def get(self, url: str):
+ self.urls.append(url)
+ return _AwaitableContext(_FakeResponse(self._payload, status=self._status))
+
+
+def _patch_session(payload: Any, status: int = 200):
+ """Return (patcher, fake_session) suitable for ``async with`` use."""
+ fake = _FakeSession(payload, status=status)
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ patcher = patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ )
+ return patcher, fake
+
+
+class TestImfMaritimeChokePointInfoFetcher:
+ """Tests for ``ImfMaritimeChokePointInfoFetcher``."""
+
+ def test_transform_query_defaults(self):
+ """Default theme is ``None``."""
+ q = ImfMaritimeChokePointInfoFetcher.transform_query({})
+ assert isinstance(q, ImfMaritimeChokePointInfoQueryParams)
+ assert q.theme is None
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_non_200_raises(self):
+ """A non-200 response raises ``OpenBBError`` (covers lines 158, 162-163)."""
+ patcher, _ = _patch_session({}, status=500)
+ q = ImfMaritimeChokePointInfoFetcher.transform_query({})
+ with patcher:
+ with pytest.raises(OpenBBError):
+ await ImfMaritimeChokePointInfoFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_returns_json_payload(self):
+ """A 200 response returns the parsed JSON dict."""
+ patcher, _ = _patch_session({"features": []})
+ q = ImfMaritimeChokePointInfoFetcher.transform_query({})
+ with patcher:
+ out = await ImfMaritimeChokePointInfoFetcher.aextract_data(q, None)
+ assert out == {"features": []}
+
+ def test_transform_data_missing_features_raises(self):
+ """Missing ``features`` raises ``OpenBBError`` (covers line 173)."""
+ q = ImfMaritimeChokePointInfoFetcher.transform_query({})
+ with pytest.raises(OpenBBError, match="No data found"):
+ ImfMaritimeChokePointInfoFetcher.transform_data(q, {})
+
+ def test_transform_data_builds_records(self):
+ """A list of features round-trips through the data model."""
+ q = ImfMaritimeChokePointInfoFetcher.transform_query({})
+ data = {
+ "features": [
+ {
+ "properties": {
+ "portid": "chokepoint1",
+ "portname": "Suez Canal",
+ "lat": 30.0,
+ "lon": 32.5,
+ "vessel_count_total": 100,
+ "vessel_count_tanker": 30,
+ "vessel_count_container": 30,
+ "vessel_count_general_cargo": 10,
+ "vessel_count_dry_bulk": 25,
+ "vessel_count_RoRo": 5,
+ }
+ }
+ ]
+ }
+ out = ImfMaritimeChokePointInfoFetcher.transform_data(q, data)
+ assert len(out) == 1
+ assert isinstance(out[0], ImfMaritimeChokePointInfoData)
+ assert out[0].name == "Suez Canal"
+ assert out[0].vessel_count_roro == 5
+
+
+class TestImfMaritimeChokePointVolumeQueryParams:
+ """Tests for the ``chokepoint`` validator."""
+
+ def test_chokepoint_none_returns_none(self):
+ """Falsy input becomes ``None`` (covers line 49)."""
+ q = ImfMaritimeChokePointVolumeQueryParams(chokepoint=None)
+ assert q.chokepoint is None
+
+ def test_chokepoint_comma_separated_valid(self):
+ """Two valid choices are kept (covers comma branch 53-66)."""
+ q = ImfMaritimeChokePointVolumeQueryParams(chokepoint="suez_canal,panama_canal")
+ assert q.chokepoint == "suez_canal,panama_canal"
+
+ def test_chokepoint_comma_separated_invalid_raises(self):
+ """An unknown comma-separated value raises (covers lines 58-65)."""
+ with pytest.raises(OpenBBError):
+ ImfMaritimeChokePointVolumeQueryParams(chokepoint="suez_canal,bogus")
+
+ def test_chokepoint_string_invalid_raises(self):
+ """A single unknown value raises (covers line 73)."""
+ with pytest.raises(OpenBBError):
+ ImfMaritimeChokePointVolumeQueryParams(chokepoint="not_a_chokepoint")
+
+ def test_chokepoint_list_input_resolves_names(self):
+ """List inputs resolve through the name lookup (covers lines 88-98)."""
+ q = ImfMaritimeChokePointVolumeQueryParams(
+ chokepoint=["suez_canal", "chokepoint2", "ignored"]
+ )
+ assert q.chokepoint == "chokepoint1,chokepoint2"
+
+ def test_chokepoint_invalid_type_raises(self):
+ """An int (non-string, non-list) is rejected with ``OpenBBError`` (covers 98-103)."""
+ with pytest.raises(OpenBBError):
+ ImfMaritimeChokePointVolumeQueryParams(chokepoint=42)
+
+
+class TestImfMaritimeChokePointVolumeFetcher:
+ """Tests for ``ImfMaritimeChokePointVolumeFetcher``."""
+
+ def test_transform_query(self):
+ """``transform_query`` builds the model."""
+ q = ImfMaritimeChokePointVolumeFetcher.transform_query({})
+ assert isinstance(q, ImfMaritimeChokePointVolumeQueryParams)
+
+ @pytest.mark.asyncio
+ async def test_aextract_no_chokepoint_uses_all_helper(self):
+ """No chokepoint passes to the all-chokepoints helper (covers lines 293-296)."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_all_daily_chokepoint_activity_data",
+ new=AsyncMock(return_value=[{"date": "2024-01-01"}]),
+ ) as mocked:
+ q = ImfMaritimeChokePointVolumeFetcher.transform_query({})
+ out = await ImfMaritimeChokePointVolumeFetcher.aextract_data(q, None)
+ assert out == [{"date": "2024-01-01"}]
+ mocked.assert_awaited_once()
+
+ @pytest.mark.asyncio
+ async def test_aextract_no_chokepoint_helper_failure_wraps_error(self):
+ """A helper exception is wrapped in ``OpenBBError`` (covers lines 297-298)."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_all_daily_chokepoint_activity_data",
+ new=AsyncMock(side_effect=RuntimeError("boom")),
+ ):
+ q = ImfMaritimeChokePointVolumeFetcher.transform_query({})
+ with pytest.raises(OpenBBError):
+ await ImfMaritimeChokePointVolumeFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_per_chokepoint_invalid_id_raises(self):
+ """An invalid post-validation id raises ``OpenBBError`` (covers lines 318-321)."""
+ q = ImfMaritimeChokePointVolumeFetcher.transform_query(
+ {"chokepoint": "suez_canal"}
+ )
+ object.__setattr__(q, "chokepoint", "not_real")
+ with pytest.raises(OpenBBError, match="Invalid chokepoint name"):
+ await ImfMaritimeChokePointVolumeFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_per_chokepoint_exception_propagates(self):
+ """Per-task exceptions are raised wrapped in ``OpenBBError`` (covers line 331)."""
+
+ async def boom(*args, **kwargs):
+ raise RuntimeError("nope")
+
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_daily_chokepoint_data",
+ new=AsyncMock(side_effect=boom),
+ ):
+ q = ImfMaritimeChokePointVolumeFetcher.transform_query(
+ {"chokepoint": "suez_canal"}
+ )
+ with pytest.raises(OpenBBError):
+ await ImfMaritimeChokePointVolumeFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_empty_results_raises(self):
+ """Empty results raise ``OpenBBError`` (covers line 334)."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_daily_chokepoint_data",
+ new=AsyncMock(return_value=[]),
+ ):
+ q = ImfMaritimeChokePointVolumeFetcher.transform_query(
+ {"chokepoint": "suez_canal"}
+ )
+ with pytest.raises(OpenBBError, match="empty"):
+ await ImfMaritimeChokePointVolumeFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_per_chokepoint_returns_rows(self):
+ """Per-chokepoint helper output is accumulated."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_daily_chokepoint_data",
+ new=AsyncMock(return_value=[{"date": "2024-01-01", "portid": "c1"}]),
+ ):
+ q = ImfMaritimeChokePointVolumeFetcher.transform_query(
+ {"chokepoint": "chokepoint1"}
+ )
+ out = await ImfMaritimeChokePointVolumeFetcher.aextract_data(q, None)
+ assert out and out[0]["portid"] == "c1"
+
+ def test_transform_data_builds_records(self):
+ """``transform_data`` validates each row through the model."""
+ q = ImfMaritimeChokePointVolumeFetcher.transform_query({})
+ data = [
+ {
+ "date": "2024-01-01",
+ "portname": "Suez Canal",
+ "n_total": 10,
+ "n_cargo": 7,
+ "n_tanker": 3,
+ "n_container": 4,
+ "n_general_cargo": 2,
+ "n_dry_bulk": 1,
+ "n_roro": 0,
+ "capacity": 100.0,
+ "capacity_cargo": 80.0,
+ "capacity_tanker": 20.0,
+ "capacity_container": 50.0,
+ "capacity_general_cargo": 15.0,
+ "capacity_dry_bulk": 10.0,
+ "capacity_roro": 5.0,
+ }
+ ]
+ out = ImfMaritimeChokePointVolumeFetcher.transform_data(q, data)
+ assert isinstance(out[0], ImfMaritimeChokePointVolumeData)
+ assert out[0].chokepoint == "Suez Canal"
diff --git a/openbb_platform/providers/imf/tests/test_consumer_price_index_model.py b/openbb_platform/providers/imf/tests/test_consumer_price_index_model.py
new file mode 100644
index 00000000000..b6c26300c2f
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_consumer_price_index_model.py
@@ -0,0 +1,301 @@
+"""Unit tests for the IMF Consumer Price Index model and fetcher."""
+
+# ruff: noqa: I001
+
+from datetime import date
+from typing import Any
+
+import pytest
+from openbb_core.app.model.abstract.error import OpenBBError
+
+from openbb_imf.models.consumer_price_index import (
+ ImfConsumerPriceIndexData,
+ ImfConsumerPriceIndexFetcher,
+ ImfConsumerPriceIndexQueryParams,
+)
+
+
+class _StubQueryBuilder:
+ """Stand-in for ``ImfQueryBuilder`` that captures call args."""
+
+ instances: list = []
+
+ def __init__(self):
+ self.calls: list[dict[str, Any]] = []
+ self._payload: dict[str, Any] | None = None
+ self._raise: Exception | None = None
+ _StubQueryBuilder.instances.append(self)
+
+ def fetch_data(self, **kwargs: Any) -> dict[str, Any]:
+ """Record args and return preconfigured payload or raise."""
+ self.calls.append(kwargs)
+ if self._raise is not None:
+ raise self._raise
+ return self._payload or {"data": [], "metadata": {}}
+
+
+@pytest.fixture
+def patched_query_builder(monkeypatch: pytest.MonkeyPatch):
+ """Replace ``ImfQueryBuilder`` with the recording stub."""
+ _StubQueryBuilder.instances = []
+ monkeypatch.setattr(
+ "openbb_imf.models.consumer_price_index.ImfQueryBuilder",
+ _StubQueryBuilder,
+ )
+ return _StubQueryBuilder
+
+
+class TestImfConsumerPriceIndexQueryParams:
+ """Tests for ``ImfConsumerPriceIndexQueryParams`` field validators."""
+
+ def test_country_accepts_iso3_code(self):
+ """ISO3 codes round-trip through the validator unchanged."""
+ q = ImfConsumerPriceIndexQueryParams(country="USA")
+ assert q.country == "USA"
+
+ def test_country_accepts_country_label(self):
+ """A spelled-out label is resolved to its ISO3 code (covers line 344)."""
+ q = ImfConsumerPriceIndexQueryParams(country="united_states")
+ assert q.country == "USA"
+
+ def test_country_rejects_unknown(self):
+ """Unknown country tokens raise ``ValueError`` (covers lines 346-348)."""
+ with pytest.raises(ValueError, match="not a valid IMF country code"):
+ ImfConsumerPriceIndexQueryParams(country="atlantis")
+
+ def test_expenditure_accepts_friendly_name(self):
+ """A friendly expenditure name passes validation."""
+ q = ImfConsumerPriceIndexQueryParams(
+ country="USA", expenditure="food_non_alcoholic_beverages"
+ )
+ assert q.expenditure == "food_non_alcoholic_beverages"
+
+ def test_expenditure_accepts_api_code(self):
+ """An IMF expenditure code passes validation."""
+ q = ImfConsumerPriceIndexQueryParams(country="USA", expenditure="CP01")
+ assert q.expenditure == "cp01"
+
+ def test_expenditure_rejects_unknown(self):
+ """Unknown expenditure raises ``ValueError`` (covers line 363)."""
+ with pytest.raises(ValueError, match="not a valid choice"):
+ ImfConsumerPriceIndexQueryParams(country="USA", expenditure="bogus")
+
+
+class TestImfConsumerPriceIndexFetcherTransformQuery:
+ """Tests for ``transform_query``."""
+
+ def test_transform_query_builds_params(self):
+ """``transform_query`` returns a model with the right defaults."""
+ q = ImfConsumerPriceIndexFetcher.transform_query({"country": "USA"})
+ assert isinstance(q, ImfConsumerPriceIndexQueryParams)
+ assert q.country == "USA"
+
+
+class TestImfConsumerPriceIndexFetcherAextractData:
+ """Tests for ``aextract_data`` branches."""
+
+ @pytest.mark.asyncio
+ async def test_aextract_uses_limit_and_default_params(self, patched_query_builder):
+ """``limit`` flows through as ``lastNObservations`` (covers line 456)."""
+ q = ImfConsumerPriceIndexFetcher.transform_query(
+ {
+ "country": "USA",
+ "frequency": "monthly",
+ "transform": "index",
+ "expenditure": "total",
+ "limit": 5,
+ }
+ )
+ out = await ImfConsumerPriceIndexFetcher.aextract_data(q, None)
+ assert out == {"data": [], "metadata": {}}
+ captured = patched_query_builder.instances[0].calls[0]
+ assert captured["dataflow"] == "CPI"
+ assert captured["lastNObservations"] == 5
+ assert captured["COUNTRY"] == "USA"
+ assert captured["INDEX_TYPE"] == "CPI"
+ assert captured["FREQUENCY"] == "M"
+
+ @pytest.mark.asyncio
+ async def test_aextract_all_countries_and_all_expenditures(
+ self, patched_query_builder
+ ):
+ """``all``/``*`` wildcard usage expands to ``*`` in the request."""
+ q = ImfConsumerPriceIndexFetcher.transform_query(
+ {
+ "country": "USA,*",
+ "expenditure": "all,total",
+ "harmonized": True,
+ "frequency": "annual",
+ "transform": "index",
+ }
+ )
+ await ImfConsumerPriceIndexFetcher.aextract_data(q, None)
+ captured = patched_query_builder.instances[0].calls[0]
+ assert captured["COUNTRY"] == "*"
+ assert captured["COICOP_1999"] == "*"
+ assert captured["INDEX_TYPE"] == "HICP"
+
+ @pytest.mark.asyncio
+ async def test_aextract_translates_value_error_via_dim_param_maps(
+ self, patched_query_builder, monkeypatch
+ ):
+ """``ValueError`` messages are rewritten using dim/transform/freq/expenditure/country/index_type maps."""
+
+ def boom(self, **kwargs):
+ raise ValueError(
+ "Bad dim 'COUNTRY' and 'FREQUENCY' "
+ "and \"COUNTRY\" with code 'M' and 'IX' "
+ "and exp 'CP01' index 'CPI' or 'HICP' and country 'USA'"
+ )
+
+ monkeypatch.setattr(_StubQueryBuilder, "fetch_data", boom)
+ q = ImfConsumerPriceIndexFetcher.transform_query(
+ {"country": "USA", "frequency": "monthly", "transform": "index"}
+ )
+ with pytest.raises(OpenBBError) as exc:
+ await ImfConsumerPriceIndexFetcher.aextract_data(q, None)
+ msg = str(exc.value)
+ assert "'country'" in msg
+ assert "'frequency'" in msg
+ assert "'monthly'" in msg
+ assert "'index'" in msg
+ assert "'food_non_alcoholic_beverages'" in msg
+ assert "'False'" in msg
+ assert "'True'" in msg
+ assert "'united_states'" in msg
+
+ @pytest.mark.asyncio
+ async def test_aextract_wraps_openbb_error(
+ self, patched_query_builder, monkeypatch
+ ):
+ """An ``OpenBBError`` from the builder is re-raised wrapped (covers lines 485-486)."""
+
+ def boom(self, **kwargs):
+ raise OpenBBError("inner")
+
+ monkeypatch.setattr(_StubQueryBuilder, "fetch_data", boom)
+ q = ImfConsumerPriceIndexFetcher.transform_query(
+ {"country": "USA", "frequency": "monthly", "transform": "index"}
+ )
+ with pytest.raises(OpenBBError):
+ await ImfConsumerPriceIndexFetcher.aextract_data(q, None)
+
+
+class TestImfConsumerPriceIndexFetcherTransformData:
+ """Tests for ``transform_data``."""
+
+ def _query(self, **overrides: Any) -> ImfConsumerPriceIndexQueryParams:
+ """Build a minimal query with overrides."""
+ params: dict[str, Any] = {"country": "USA"}
+ params.update(overrides)
+ return ImfConsumerPriceIndexFetcher.transform_query(params)
+
+ def test_transform_data_no_rows_raises(self):
+ """Empty ``data`` payload raises ``OpenBBError`` (covers line 510)."""
+ q = self._query()
+ with pytest.raises(OpenBBError, match="No data returned"):
+ ImfConsumerPriceIndexFetcher.transform_data(q, {"data": [], "metadata": {}})
+
+ def test_transform_data_filters_by_start_date(self):
+ """A row before ``start_date`` is skipped (covers line 519)."""
+ q = self._query(start_date=date(2024, 1, 1))
+ rows = [
+ {
+ "TIME_PERIOD": "2023-01-01",
+ "OBS_VALUE": 100.0,
+ "COUNTRY": "United States",
+ "country_code": "USA",
+ "INDEX_TYPE": "CPI",
+ "COICOP_1999": "_T",
+ "COICOP_1999_code": "_T",
+ "TYPE_OF_TRANSFORMATION": "Index",
+ "FREQUENCY": "M",
+ "UNIT_MULT": 1,
+ "series_id": "IMF_STA_CPI_USA_T",
+ },
+ {
+ "TIME_PERIOD": "2024-06-01",
+ "OBS_VALUE": 110.0,
+ "COUNTRY": "United States",
+ "country_code": "USA",
+ "INDEX_TYPE": "CPI",
+ "COICOP_1999": "_T",
+ "COICOP_1999_code": "_T",
+ "TYPE_OF_TRANSFORMATION": "Year-over-year, Percent",
+ "FREQUENCY": "M",
+ "UNIT_MULT": 1,
+ "series_id": "IMF_STA_CPI_USA_T",
+ },
+ ]
+ result = ImfConsumerPriceIndexFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+ assert len(result.result) == 1
+ assert isinstance(result.result[0], ImfConsumerPriceIndexData)
+ assert result.result[0].value == pytest.approx(1.1)
+ assert result.result[0].unit_multiplier == 100
+
+ def test_transform_data_filters_by_end_date(self):
+ """A row after ``end_date`` is skipped (covers line 525)."""
+ q = self._query(end_date=date(2024, 1, 31))
+ rows = [
+ {
+ "TIME_PERIOD": "2024-06-01",
+ "OBS_VALUE": 110.0,
+ "COUNTRY": "United States",
+ "country_code": "USA",
+ "INDEX_TYPE": "CPI",
+ "COICOP_1999": "_T",
+ "COICOP_1999_code": "_T",
+ "TYPE_OF_TRANSFORMATION": "Index",
+ "FREQUENCY": "M",
+ "UNIT_MULT": 1,
+ "series_id": "IMF_STA_CPI_USA_T",
+ },
+ {
+ "TIME_PERIOD": "2024-01-01",
+ "OBS_VALUE": 100.0,
+ "COUNTRY": "United States",
+ "country_code": "USA",
+ "INDEX_TYPE": "CPI",
+ "COICOP_1999": "_T",
+ "COICOP_1999_code": "_T",
+ "TYPE_OF_TRANSFORMATION": "Index",
+ "FREQUENCY": "M",
+ "UNIT_MULT": 1,
+ "series_id": "IMF_STA_CPI_USA_T",
+ },
+ ]
+ result = ImfConsumerPriceIndexFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+ assert len(result.result) == 1
+ assert result.result[0].date.isoformat().startswith("2024-01")
+
+ def test_transform_data_promotes_hicp_metadata_block(self):
+ """When ``IMF_STA_CPI_CPI`` is missing the HICP block is used."""
+ q = self._query()
+ metadata = {
+ "dataset": {"foo": "bar"},
+ "IMF_STA_CPI_HICP": {"indicator": "HICP", "description": "HICP desc"},
+ }
+ rows = [
+ {
+ "TIME_PERIOD": "2024-01-01",
+ "OBS_VALUE": 100.0,
+ "COUNTRY": "United States",
+ "country_code": "USA",
+ "INDEX_TYPE": "HICP",
+ "COICOP_1999": "_T",
+ "COICOP_1999_code": "_T",
+ "TYPE_OF_TRANSFORMATION": "Index",
+ "FREQUENCY": "M",
+ "UNIT_MULT": 1,
+ "series_id": "IMF_STA_CPI_USA_T",
+ }
+ ]
+ result = ImfConsumerPriceIndexFetcher.transform_data(
+ q, {"data": rows, "metadata": metadata}
+ )
+ assert result.metadata["dataset"]["index_type"] == "HICP"
+ assert result.metadata["dataset"]["index_description"] == "HICP desc"
diff --git a/openbb_platform/providers/imf/tests/test_direction_of_trade_model.py b/openbb_platform/providers/imf/tests/test_direction_of_trade_model.py
new file mode 100644
index 00000000000..0da1745539d
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_direction_of_trade_model.py
@@ -0,0 +1,131 @@
+"""Unit tests for the IMF Direction Of Trade model and fetcher."""
+
+# ruff: noqa: I001
+
+from datetime import date
+from typing import Any
+from unittest.mock import patch
+
+import pytest
+from openbb_core.app.model.abstract.error import OpenBBError
+from openbb_core.provider.utils.errors import EmptyDataError
+
+from openbb_imf.models.direction_of_trade import (
+ ImfDirectionOfTradeData,
+ ImfDirectionOfTradeFetcher,
+ ImfDirectionOfTradeQueryParams,
+)
+
+
+class TestImfDirectionOfTradeQueryParams:
+ """Tests for ``ImfDirectionOfTradeQueryParams._validate_country_fields``."""
+
+ def test_empty_country_raises(self):
+ """Empty input raises ``ValueError`` (covers line 57)."""
+ with pytest.raises(ValueError, match="Required parameter for IMF provider"):
+ ImfDirectionOfTradeQueryParams(country="", counterpart="world")
+
+ def test_all_keyword_returns_wildcard(self):
+ """The ``all`` keyword resolves to a ``*`` wildcard (covers line 60)."""
+ q = ImfDirectionOfTradeQueryParams(country="all", counterpart="world")
+ assert q.country == "*"
+
+ def test_all_with_other_countries_raises(self):
+ """An ``all`` token mixed with other tokens raises (covers lines 74-77)."""
+ with pytest.raises(
+ ValueError, match="'all' cannot be used with other country codes"
+ ):
+ ImfDirectionOfTradeQueryParams(country="USA,all", counterpart="world")
+
+ def test_all_in_list_returns_wildcard(self):
+ """A single-element ``[all]`` list returns ``*`` (covers line 78)."""
+ q = ImfDirectionOfTradeQueryParams(country=["all"], counterpart="world")
+ assert q.country == "*"
+
+ def test_resolves_multi_country_string(self):
+ """Multiple country codes resolve via ``resolve_country_input``."""
+ q = ImfDirectionOfTradeQueryParams(country="USA,JPN", counterpart="world")
+ assert q.country == "USA,JPN"
+
+
+class TestImfDirectionOfTradeFetcher:
+ """Tests for ``ImfDirectionOfTradeFetcher``."""
+
+ def test_transform_query(self):
+ """``transform_query`` builds the query model."""
+ q = ImfDirectionOfTradeFetcher.transform_query(
+ {"country": "USA", "counterpart": "world"}
+ )
+ assert isinstance(q, ImfDirectionOfTradeQueryParams)
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_passes_limit_through_kwargs(self):
+ """``limit`` is forwarded as ``lastNObservations`` (covers line 147)."""
+ q = ImfDirectionOfTradeFetcher.transform_query(
+ {
+ "country": "USA",
+ "counterpart": "world",
+ "frequency": "annual",
+ "direction": "exports",
+ "limit": 3,
+ "start_date": date(2023, 1, 1),
+ "end_date": date(2024, 1, 1),
+ }
+ )
+ recorded: dict[str, Any] = {}
+
+ def fake_imts_query(**kwargs: Any) -> dict[str, Any]:
+ recorded.update(kwargs)
+ return {"data": [], "metadata": {}}
+
+ with patch(
+ "openbb_imf.utils.dot_helpers.imts_query", side_effect=fake_imts_query
+ ):
+ await ImfDirectionOfTradeFetcher.aextract_data(q, None)
+ assert recorded["lastNObservations"] == 3
+ assert recorded["start_date"] == "2023-01-01"
+ assert recorded["end_date"] == "2024-01-01"
+ assert recorded["freq"] == "A"
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_wraps_value_error(self):
+ """A ``ValueError`` from ``imts_query`` is wrapped in ``OpenBBError`` (covers lines 163-164)."""
+ q = ImfDirectionOfTradeFetcher.transform_query(
+ {"country": "USA", "counterpart": "world"}
+ )
+ with patch(
+ "openbb_imf.utils.dot_helpers.imts_query",
+ side_effect=ValueError("boom"),
+ ):
+ with pytest.raises(OpenBBError):
+ await ImfDirectionOfTradeFetcher.aextract_data(q, None)
+
+ def test_transform_data_empty_raises(self):
+ """An empty data payload raises ``EmptyDataError`` (covers line 177)."""
+ q = ImfDirectionOfTradeFetcher.transform_query(
+ {"country": "USA", "counterpart": "world"}
+ )
+ with pytest.raises(EmptyDataError):
+ ImfDirectionOfTradeFetcher.transform_data(q, {"data": [], "metadata": {}})
+
+ def test_transform_data_aliases_to_model(self):
+ """Rows pass through the alias map to ``ImfDirectionOfTradeData``."""
+ q = ImfDirectionOfTradeFetcher.transform_query(
+ {"country": "USA", "counterpart": "world"}
+ )
+ record = {
+ "TIME_PERIOD": "2024-01-01",
+ "COUNTRY": "United States",
+ "country_code": "USA",
+ "COUNTERPART_COUNTRY": "World",
+ "counterpart_country_code": "G001",
+ "OBS_VALUE": 123.0,
+ "series_id": "IMF_STA_IMTS_X",
+ "FREQUENCY": "A",
+ }
+ out = ImfDirectionOfTradeFetcher.transform_data(
+ q, {"data": [record], "metadata": {"foo": 1}}
+ )
+ assert isinstance(out.result[0], ImfDirectionOfTradeData)
+ assert out.result[0].symbol == "IMTS::X"
+ assert out.metadata == {"foo": 1}
diff --git a/openbb_platform/providers/imf/tests/test_dot_helpers.py b/openbb_platform/providers/imf/tests/test_dot_helpers.py
new file mode 100644
index 00000000000..52d2bc00671
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_dot_helpers.py
@@ -0,0 +1,325 @@
+"""Tests for openbb_imf.utils.dot_helpers."""
+
+# ruff: noqa: I001
+
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+
+COUNTRY_FIXTURE = [
+ {"value": "USA", "label": "United States"},
+ {"value": "GBR", "label": "United Kingdom"},
+ {"value": "DEU", "label": "Germany"},
+ {"value": "G001", "label": "World"},
+ {"value": "G163", "label": "Euro Area"},
+ {"value": "GX170", "label": "Europe"},
+ {"value": "G7", "label": "Group of Seven"},
+ {"value": "TX1", "label": "Total Exports"},
+ {"value": "TX2", "label": "Other TX"},
+]
+
+
+@pytest.fixture
+def _patch_metadata(monkeypatch):
+ """Patch ``ImfMetadata().get_dataflow_parameters`` for IMTS country data."""
+
+ class FakeMeta:
+ def get_dataflow_parameters(self, _dataflow):
+ return {"COUNTRY": list(COUNTRY_FIXTURE)}
+
+ monkeypatch.setattr("openbb_imf.utils.metadata.ImfMetadata", FakeMeta)
+
+
+class TestLoadCountryChoices:
+ """Tests for load_country_choices."""
+
+ def test_groups_split_and_sorted(self, _patch_metadata):
+ """Plain countries, G-regions, and TX groups appear in that order."""
+ from openbb_imf.utils.dot_helpers import load_country_choices
+
+ result = load_country_choices()
+ values = [item["value"] for item in result]
+
+ # plain country block first
+ plain_values = {"USA", "GBR", "DEU"}
+ plain_block_idx = [i for i, v in enumerate(values) if v in plain_values]
+ # G regions next
+ g_block_idx = [
+ i for i, v in enumerate(values) if v in {"G001", "G163", "GX170", "G7"}
+ ]
+ # TX groups last
+ tx_block_idx = [i for i, v in enumerate(values) if v in {"TX1", "TX2"}]
+
+ assert max(plain_block_idx) < min(g_block_idx)
+ assert max(g_block_idx) < min(tx_block_idx)
+
+
+class TestListCountryChoices:
+ """Tests for list_country_choices."""
+
+ def test_returns_codes(self, _patch_metadata):
+ """Returns just the value codes."""
+ from openbb_imf.utils.dot_helpers import list_country_choices
+
+ result = list_country_choices()
+ assert "USA" in result
+ assert "G001" in result
+ assert all(isinstance(c, str) for c in result)
+
+
+class TestLabelToCodeMap:
+ """Tests for get_label_to_code_map."""
+
+ def test_normalized_labels(self, _patch_metadata):
+ """Normalized label maps to its code."""
+ from openbb_imf.utils.dot_helpers import get_label_to_code_map
+
+ result = get_label_to_code_map()
+ assert result["united_states"] == "USA"
+ assert result["united_kingdom"] == "GBR"
+ assert result["world"] == "G001"
+
+
+class TestCodeToLabelMap:
+ """Tests for get_code_to_label_map."""
+
+ def test_codes_map_to_labels(self, _patch_metadata):
+ """Codes map to normalized labels."""
+ from openbb_imf.utils.dot_helpers import get_code_to_label_map
+
+ result = get_code_to_label_map()
+ assert result["USA"] == "united_states"
+ assert result["G001"] == "world"
+
+
+class TestResolveCountryInput:
+ """Tests for resolve_country_input."""
+
+ def test_empty_raises(self):
+ """Empty input raises ValueError."""
+ from openbb_imf.utils.dot_helpers import resolve_country_input
+
+ with pytest.raises(ValueError, match="cannot be empty"):
+ resolve_country_input("")
+
+ def test_all_alias(self):
+ """'all' / '*' return '*'."""
+ from openbb_imf.utils.dot_helpers import resolve_country_input
+
+ assert resolve_country_input("all") == "*"
+ assert resolve_country_input("*") == "*"
+
+ def test_common_aliases(self):
+ """Common aliases resolve to fixed codes."""
+ from openbb_imf.utils.dot_helpers import resolve_country_input
+
+ assert resolve_country_input("world") == "G001"
+ assert resolve_country_input("eurozone") == "G163"
+ assert resolve_country_input("euro_area") == "G163"
+ assert resolve_country_input("Euro Area") == "G163"
+ assert resolve_country_input("EU") == "G998"
+ assert resolve_country_input("european_union") == "G998"
+ assert resolve_country_input("europe") == "GX170"
+
+ def test_iso_code(self, _patch_metadata):
+ """Valid ISO-like code passes through."""
+ from openbb_imf.utils.dot_helpers import resolve_country_input
+
+ assert resolve_country_input("USA") == "USA"
+ assert resolve_country_input("usa") == "USA"
+
+ def test_resolve_by_label(self, _patch_metadata):
+ """Country label resolves to code."""
+ from openbb_imf.utils.dot_helpers import resolve_country_input
+
+ assert resolve_country_input("united_states") == "USA"
+ assert resolve_country_input("United States") == "USA"
+
+ def test_unknown_raises(self, _patch_metadata):
+ """Unknown country raises ValueError with hint."""
+ from openbb_imf.utils.dot_helpers import resolve_country_input
+
+ with pytest.raises(ValueError, match="not a valid IMF country code"):
+ resolve_country_input("Atlantis")
+
+
+class TestImtsQuery:
+ """Tests for imts_query."""
+
+ def _make_qb(self, **overrides):
+ """Build a mocked ImfQueryBuilder context manager."""
+ qb = MagicMock()
+ qb.metadata.get_dataflow_parameters.return_value = {
+ "COUNTRY": [
+ {"value": "USA"},
+ {"value": "G001"},
+ {"value": "GBR"},
+ ],
+ "COUNTERPART_COUNTRY": [
+ {"value": "G001"},
+ {"value": "USA"},
+ ],
+ }
+ qb.fetch_data.return_value = {"data": [], "metadata": {}}
+ for k, v in overrides.items():
+ setattr(qb, k, v)
+ return qb
+
+ def test_empty_country_raises(self):
+ """Empty country/counterpart raises ValueError."""
+ from openbb_imf.utils.dot_helpers import imts_query
+
+ with pytest.raises(ValueError, match="cannot be empty"):
+ imts_query(country="", counterpart="G001", indicator="*")
+
+ def test_invalid_frequency_raises(self):
+ """Frequency not in A/Q/M raises."""
+ from openbb_imf.utils.dot_helpers import imts_query
+
+ with pytest.raises(ValueError, match="Frequency must be one of"):
+ imts_query(country="USA", counterpart="G001", indicator="*", freq="X")
+
+ def test_simple_query_dispatches(self):
+ """Valid inputs dispatch to query_builder.fetch_data."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ out = dot_helpers.imts_query(
+ country="USA",
+ counterpart="G001",
+ indicator="X",
+ freq="annual",
+ )
+ assert out == {"data": [], "metadata": {}}
+ kwargs = qb.fetch_data.call_args.kwargs
+ assert kwargs["dataflow"] == "IMTS"
+ assert kwargs["FREQUENCY"] == "A"
+ assert kwargs["COUNTRY"] == "USA"
+ assert kwargs["COUNTERPART_COUNTRY"] == "G001"
+ assert kwargs["INDICATOR"] == "X"
+
+ def test_comma_separated_country(self):
+ """Comma-separated country string becomes a list."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ dot_helpers.imts_query(
+ country="USA,GBR",
+ counterpart="G001",
+ indicator="*",
+ freq="A",
+ )
+ kwargs = qb.fetch_data.call_args.kwargs
+ assert kwargs["COUNTRY"] == ["USA", "GBR"]
+
+ def test_wildcard_counterpart(self):
+ """'*' counterpart passes through."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ dot_helpers.imts_query(
+ country="USA",
+ counterpart="*",
+ indicator="*",
+ freq="A",
+ )
+ kwargs = qb.fetch_data.call_args.kwargs
+ assert kwargs["COUNTERPART_COUNTRY"] == "*"
+
+ def test_invalid_country_raises(self):
+ """Invalid country code raises ValueError listing offending codes."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ with pytest.raises(ValueError, match="Invalid country"):
+ dot_helpers.imts_query(
+ country="ZZZ",
+ counterpart="G001",
+ indicator="*",
+ )
+
+ def test_invalid_counterpart_raises(self):
+ """Invalid counterpart code raises ValueError."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ with pytest.raises(ValueError, match="Invalid counterpart"):
+ dot_helpers.imts_query(
+ country="USA",
+ counterpart="ZZZ",
+ indicator="*",
+ )
+
+ def test_wildcard_in_country_list(self):
+ """A '*' inside a list collapses to wildcard."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ dot_helpers.imts_query(
+ country=["USA", "*"],
+ counterpart=["G001"],
+ indicator="*",
+ )
+ kwargs = qb.fetch_data.call_args.kwargs
+ assert kwargs["COUNTRY"] == "*"
+
+ def test_no_valid_values_passthrough(self):
+ """When params lack the dimension, selection passes through unchanged."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ qb.metadata.get_dataflow_parameters.return_value = {}
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ dot_helpers.imts_query(country="ZZZ", counterpart="QQQ", indicator="*")
+ kwargs = qb.fetch_data.call_args.kwargs
+ assert kwargs["COUNTRY"] == "ZZZ"
+ assert kwargs["COUNTERPART_COUNTRY"] == "QQQ"
+
+ def test_indicator_comma_list(self):
+ """Comma-separated indicator splits to list."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ dot_helpers.imts_query(
+ country="USA",
+ counterpart="G001",
+ indicator="X, M",
+ )
+ kwargs = qb.fetch_data.call_args.kwargs
+ assert kwargs["INDICATOR"] == ["X", "M"]
+
+ def test_single_country_list(self):
+ """Single-item list with one country returns just the string."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ dot_helpers.imts_query(
+ country=["USA"],
+ counterpart=["G001"],
+ indicator="*",
+ )
+ kwargs = qb.fetch_data.call_args.kwargs
+ assert kwargs["COUNTRY"] == "USA"
+ assert kwargs["COUNTERPART_COUNTRY"] == "G001"
+
+ def test_counterpart_country_fallback(self):
+ """Missing COUNTERPART_COUNTRY falls back to COUNTRY param values."""
+ from openbb_imf.utils import dot_helpers
+
+ qb = self._make_qb()
+ qb.metadata.get_dataflow_parameters.return_value = {
+ "COUNTRY": [{"value": "USA"}, {"value": "G001"}],
+ }
+ with patch("openbb_imf.utils.query_builder.ImfQueryBuilder", return_value=qb):
+ dot_helpers.imts_query(country="USA", counterpart="G001", indicator="*")
+ kwargs = qb.fetch_data.call_args.kwargs
+ assert kwargs["COUNTERPART_COUNTRY"] == "G001"
diff --git a/openbb_platform/providers/imf/tests/test_economic_indicators_model.py b/openbb_platform/providers/imf/tests/test_economic_indicators_model.py
new file mode 100644
index 00000000000..0b24b0c30c0
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_economic_indicators_model.py
@@ -0,0 +1,1292 @@
+"""Unit tests for the IMF Economic Indicators model and fetcher."""
+
+# ruff: noqa: I001
+
+from datetime import date
+from typing import Any
+from unittest.mock import patch
+
+import pytest
+from openbb_core.app.model.abstract.error import OpenBBError
+from openbb_core.provider.utils.errors import EmptyDataError
+
+from openbb_imf.models.economic_indicators import (
+ ImfEconomicIndicatorsData,
+ ImfEconomicIndicatorsFetcher,
+ ImfEconomicIndicatorsQueryParams,
+)
+
+
+class _StubMetadata:
+ """Lightweight ``ImfMetadata`` stand-in for symbol/constraint validation."""
+
+ def __init__(
+ self,
+ codelist: dict[str, dict[str, str]] | None = None,
+ dataflows: dict[str, dict[str, Any]] | None = None,
+ datastructures: dict[str, dict[str, Any]] | None = None,
+ hierarchies: dict[str, list[dict[str, Any]]] | None = None,
+ constraints: dict[tuple, dict[str, Any]] | None = None,
+ dataflow_parameters: dict[str, dict[str, list[dict[str, str]]]] | None = None,
+ ):
+ self._codelist_cache = codelist or {"CL_COUNTRY": {"USA": "United States"}}
+ self.dataflows = dataflows or {}
+ self.datastructures = datastructures or {}
+ self._hierarchies = hierarchies or {}
+ self._constraints = constraints or {}
+ self._dataflow_parameters = dataflow_parameters or {}
+ self.hierarchies_calls: list[str] = []
+ self.constraints_calls: list[dict[str, Any]] = []
+
+ def get_dataflow_hierarchies(self, dataflow_id: str) -> list[dict[str, Any]]:
+ """Return canned hierarchies for the dataflow."""
+ self.hierarchies_calls.append(dataflow_id)
+ return self._hierarchies.get(dataflow_id, [])
+
+ def get_dataflow_parameters(
+ self, dataflow_id: str
+ ) -> dict[str, list[dict[str, str]]]:
+ """Return canned dimension parameters for the dataflow."""
+ return self._dataflow_parameters.get(dataflow_id, {})
+
+ def get_available_constraints(
+ self,
+ dataflow_id: str,
+ key: str,
+ component_id: str | None = None,
+ **kwargs: Any,
+ ) -> dict[str, Any]:
+ """Return canned constraint payload for a dataflow/key/component combo."""
+ self.constraints_calls.append(
+ {"dataflow_id": dataflow_id, "key": key, "component_id": component_id}
+ )
+ return self._constraints.get((dataflow_id, component_id), {"key_values": []})
+
+
+def _patch_metadata(monkeypatch: pytest.MonkeyPatch, stub: _StubMetadata) -> None:
+ """Replace ``ImfMetadata`` with a callable returning the stub."""
+ monkeypatch.setattr(
+ "openbb_imf.utils.metadata.ImfMetadata",
+ lambda: stub,
+ )
+
+
+def _patch_detect_transform_dimension(
+ monkeypatch: pytest.MonkeyPatch,
+ transform_dim: str | None = None,
+ unit_dim: str | None = None,
+ transform_lookup: dict[str, str] | None = None,
+ unit_lookup: dict[str, str] | None = None,
+) -> None:
+ """Force ``detect_transform_dimension`` to return a fixed shape."""
+ monkeypatch.setattr(
+ "openbb_imf.models.economic_indicators.detect_transform_dimension",
+ lambda _dataflow: (
+ transform_dim,
+ unit_dim,
+ transform_lookup or {},
+ unit_lookup or {},
+ ),
+ )
+
+
+def _make_query(
+ monkeypatch: pytest.MonkeyPatch,
+ *,
+ symbol: str = "WEO::NGDP_RPCH",
+ country: str = "USA",
+ metadata_stub: _StubMetadata | None = None,
+ **overrides: Any,
+) -> ImfEconomicIndicatorsQueryParams:
+ """Construct a query with a metadata stub patched in for the lifetime of the call."""
+ if metadata_stub is None:
+ metadata_stub = _StubMetadata()
+ _patch_metadata(monkeypatch, metadata_stub)
+ params: dict[str, Any] = {"symbol": symbol, "country": country}
+ params.update(overrides)
+ return ImfEconomicIndicatorsQueryParams(**params)
+
+
+class TestValidateCountry:
+ """Tests for ``ImfEconomicIndicatorsQueryParams.validate_country``."""
+
+ def test_empty_string_returns_none(self, monkeypatch):
+ """An empty string short-circuits to ``None`` (covers line 178)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(ValueError, match="Country is required"):
+ ImfEconomicIndicatorsQueryParams(symbol="WEO::X", country="")
+
+ def test_only_commas_returns_none(self, monkeypatch):
+ """A string of only commas yields an empty items list (covers line 183)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(ValueError, match="Country is required"):
+ ImfEconomicIndicatorsQueryParams(symbol="WEO::X", country=",,")
+
+ def test_single_wildcard(self, monkeypatch):
+ """A single ``*`` value short-circuits to wildcard (covers line 186)."""
+ q = _make_query(monkeypatch, country="*")
+ assert q.country == "*"
+
+ def test_resolves_name_to_code_via_lower(self, monkeypatch):
+ """Snake-case names resolve via the lowercase mapping (covers line 216)."""
+ stub = _StubMetadata(
+ codelist={"CL_COUNTRY": {"USA": "United States", "DEU": "Germany"}}
+ )
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(
+ symbol="WEO::NGDP_RPCH", country="united_states"
+ )
+ assert q.country == "USA"
+
+ def test_falls_back_to_item_upper(self, monkeypatch):
+ """An unknown token falls through to ``item_upper`` (covers line 220)."""
+ stub = _StubMetadata(codelist={"CL_COUNTRY": {}})
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(symbol="WEO::NGDP_RPCH", country="zzz")
+ assert q.country == "ZZZ"
+
+ def test_wildcard_overrides_other_items(self, monkeypatch):
+ """A second-item wildcard takes precedence (covers line 211)."""
+ stub = _StubMetadata(codelist={"CL_COUNTRY": {"USA": "United States"}})
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(symbol="WEO::NGDP_RPCH", country="USA,*")
+ assert q.country == "*"
+
+ def test_resolves_lowercase_name_branch(self, monkeypatch):
+ """A name with spaces takes the ``item.lower()`` lookup branch (covers 217-218).
+
+ Notes
+ -----
+ ``item_lower`` substitutes ``_`` for spaces but leaves commas; passing the
+ original label exercises the case where the snake form mismatches but
+ the lowercase original matches.
+ """
+ stub = _StubMetadata(
+ codelist={"CL_COUNTRY": {"CIV": "Cรดte d'Ivoire"}},
+ )
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(
+ symbol="WEO::NGDP_RPCH", country="Cรดte d'Ivoire"
+ )
+ assert q.country == "CIV"
+
+
+class TestParseAndValidateSymbols:
+ """Tests for ``parse_and_validate_symbols``."""
+
+ def test_missing_symbol_raises(self, monkeypatch):
+ """A blank symbol raises a ``ValueError`` (covers line 230)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(ValueError, match="symbol is required"):
+ ImfEconomicIndicatorsQueryParams(symbol=None, country="USA")
+
+ def test_dimension_values_extract_country(self, monkeypatch):
+ """A ``COUNTRY`` dimension value populates ``country`` (covers 244-261)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(
+ symbol="WEO::NGDP_RPCH",
+ country=None,
+ dimension_values=[
+ "COUNTRY:USA",
+ "FREQ:A",
+ "UNIT:USD",
+ "FOO:BAR",
+ "noColonHere",
+ ],
+ )
+ assert q.country == "USA"
+ assert q.frequency == "A"
+ assert q.transform == "USD"
+ assert q.dimension_values == ["FOO:BAR", "noColonHere"]
+
+ def test_missing_country_in_dim_values_raises(self, monkeypatch):
+ """If no country can be inferred, the validator raises (covers 268)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(ValueError, match="Country is required"):
+ ImfEconomicIndicatorsQueryParams(
+ symbol="WEO::NGDP_RPCH",
+ country=None,
+ dimension_values=["FOO:BAR"],
+ )
+
+ def test_unknown_dimension_id_raises(self, monkeypatch):
+ """An unknown dim id surfaces a clear error listing the valid extras."""
+ stub = _StubMetadata(
+ dataflows={
+ "CTOT": {
+ "id": "CTOT",
+ "structureRef": {"id": "DSD_CTOT"},
+ }
+ },
+ datastructures={
+ "DSD_CTOT": {
+ "dimensions": [
+ {"id": "COUNTRY", "position": "0"},
+ {"id": "INDICATOR", "position": "1"},
+ {"id": "WGT_TYPE", "position": "2"},
+ {"id": "FREQUENCY", "position": "3"},
+ ]
+ }
+ },
+ )
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(
+ ValueError,
+ match=(
+ r"Unknown dimension 'UNIT_MEASUREMENT' for dataflow 'CTOT'\. "
+ r"Valid extra dimensions: WGT_TYPE\."
+ ),
+ ):
+ ImfEconomicIndicatorsQueryParams(
+ symbol="CTOT::CEPI_CTOTX_GDP",
+ country="AUS",
+ dimension_values=["UNIT_MEASUREMENT:FWI"],
+ )
+
+ def test_known_extra_dimension_accepted(self, monkeypatch):
+ """A real extra dim (``WGT_TYPE``) passes through to ``dimension_values``."""
+ stub = _StubMetadata(
+ dataflows={
+ "CTOT": {
+ "id": "CTOT",
+ "structureRef": {"id": "DSD_CTOT"},
+ }
+ },
+ datastructures={
+ "DSD_CTOT": {
+ "dimensions": [
+ {"id": "COUNTRY", "position": "0"},
+ {"id": "INDICATOR", "position": "1"},
+ {"id": "WGT_TYPE", "position": "2"},
+ {"id": "FREQUENCY", "position": "3"},
+ ]
+ }
+ },
+ )
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(
+ symbol="CTOT::CEPI_CTOTX_GDP",
+ country="AUS",
+ dimension_values=["WGT_TYPE:FWI"],
+ )
+ assert q.dimension_values == ["WGT_TYPE:FWI"]
+
+ def test_dim_validation_skips_entries_without_colon(self, monkeypatch):
+ """A ``dimension_values`` token without ``:`` is silently kept."""
+ stub = _StubMetadata(
+ dataflows={"CTOT": {"id": "CTOT", "structureRef": {"id": "DSD_CTOT"}}},
+ datastructures={
+ "DSD_CTOT": {
+ "dimensions": [
+ {"id": "COUNTRY", "position": "0"},
+ {"id": "INDICATOR", "position": "1"},
+ {"id": "WGT_TYPE", "position": "2"},
+ ]
+ }
+ },
+ )
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(
+ symbol="CTOT::CEPI_CTOTX_GDP",
+ country="AUS",
+ dimension_values=["WGT_TYPE:FWI", "noColonHere"],
+ )
+ assert q.dimension_values == ["WGT_TYPE:FWI", "noColonHere"]
+
+ def test_invalid_symbol_format_raises(self, monkeypatch):
+ """Missing ``::`` raises (covers line 280)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(ValueError, match="Expected 'dataflow::identifier'"):
+ ImfEconomicIndicatorsQueryParams(symbol="WEONGDPRPCH", country="USA")
+
+ def test_empty_identifier_raises(self, monkeypatch):
+ """An empty identifier raises (covers line 290)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(ValueError, match="Identifier cannot be empty"):
+ ImfEconomicIndicatorsQueryParams(symbol="WEO::", country="USA")
+
+ def test_h_prefix_marks_table(self, monkeypatch):
+ """Identifiers starting with ``H_`` are treated as tables (covers 299, 326-330)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(
+ symbol="BOP::H_BOP_AGG_STANDARD_PRESENTATION", country="USA"
+ )
+ assert q._is_table is True
+ assert q._dataflow == "BOP"
+ assert q._table_id == "H_BOP_AGG_STANDARD_PRESENTATION"
+
+ def test_hierarchy_match_marks_table(self, monkeypatch):
+ """An identifier that matches a hierarchy id is treated as a table (covers 306-308)."""
+ stub = _StubMetadata(
+ hierarchies={"BOP": [{"id": "MY_TABLE"}]},
+ )
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(symbol="BOP::MY_TABLE", country="USA")
+ assert q._is_table is True
+ assert q._table_id == "MY_TABLE"
+
+ def test_hierarchy_lookup_exception_is_swallowed(self, monkeypatch):
+ """A hierarchy lookup that raises falls through to indicator mode (covers 307-308)."""
+
+ def boom(self, dataflow_id): # noqa
+ raise RuntimeError("oops")
+
+ stub = _StubMetadata(
+ dataflows={"WEO": {"id": "WEO", "agencyID": "IMF"}},
+ )
+ monkeypatch.setattr(
+ _StubMetadata, "get_dataflow_hierarchies", boom, raising=False
+ )
+ _patch_metadata(monkeypatch, stub)
+ _patch_detect_transform_dimension(monkeypatch)
+ q = ImfEconomicIndicatorsQueryParams(symbol="WEO::NGDP_RPCH", country="USA")
+ assert q._is_table is False
+
+ def test_mixing_tables_and_indicators_raises(self, monkeypatch):
+ """Mixing tables and indicators raises ``ValueError`` (covers 315-318)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(ValueError, match="Cannot mix tables and indicators"):
+ ImfEconomicIndicatorsQueryParams(
+ symbol="BOP::H_TABLE,WEO::NGDP_RPCH", country="USA"
+ )
+
+ def test_more_than_one_table_raises(self, monkeypatch):
+ """More than one table raises (covers line 322-324)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(ValueError, match="Only one table"):
+ ImfEconomicIndicatorsQueryParams(symbol="BOP::H_A,BOP::H_B", country="USA")
+
+ def test_multiple_dataflows_indicator_mode_clears_codes(self, monkeypatch):
+ """Two dataflows leave ``_dataflow=None`` and ``_indicator_codes=[]`` (covers 347-348)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ q = ImfEconomicIndicatorsQueryParams(
+ symbol="WEO::NGDP_RPCH,IFS::FOO", country="USA"
+ )
+ assert q._dataflow is None
+ assert q._indicator_codes == []
+
+
+class TestValidateIndicatorParams:
+ """Tests for ``_validate_indicator_params`` constraint enforcement."""
+
+ @staticmethod
+ def _stub_with_dataflow() -> _StubMetadata:
+ """Build a ``_StubMetadata`` that exposes a ``WEO`` dataflow + DSD."""
+ return _StubMetadata(
+ dataflows={
+ "WEO": {
+ "id": "WEO",
+ "agencyID": "IMF",
+ "structureRef": {"id": "DSD_WEO"},
+ }
+ },
+ datastructures={
+ "DSD_WEO": {
+ "dimensions": [
+ {"id": "COUNTRY", "position": "0"},
+ {"id": "INDICATOR", "position": "1"},
+ {"id": "FREQUENCY", "position": "2"},
+ ]
+ }
+ },
+ )
+
+ def test_no_dataflow_object_is_skipped(self, monkeypatch):
+ """Dataflows that aren't in ``metadata.dataflows`` are skipped (covers lines 411-412)."""
+ stub = _StubMetadata() # empty dataflows
+ _patch_metadata(monkeypatch, stub)
+ ImfEconomicIndicatorsQueryParams(symbol="WEO::NGDP_RPCH", country="USA")
+
+ def test_invalid_country_raises(self, monkeypatch):
+ """An invalid country code raises ``ValueError`` (covers 444-458)."""
+ stub = self._stub_with_dataflow()
+ stub._constraints[("WEO", "COUNTRY")] = {
+ "key_values": [{"id": "COUNTRY", "values": ["USA", "JPN"]}]
+ }
+ _patch_metadata(monkeypatch, stub)
+ _patch_detect_transform_dimension(monkeypatch)
+ with pytest.raises(
+ ValueError, match="Invalid value\\(s\\) for dimension 'country'"
+ ):
+ ImfEconomicIndicatorsQueryParams(symbol="WEO::NGDP_RPCH", country="ZZZ")
+
+ def test_invalid_frequency_raises(self, monkeypatch):
+ """An invalid frequency raises ``ValueError`` (covers 460-475)."""
+ stub = self._stub_with_dataflow()
+ stub._constraints[("WEO", "FREQUENCY")] = {
+ "key_values": [{"id": "FREQUENCY", "values": ["A"]}]
+ }
+ _patch_metadata(monkeypatch, stub)
+ _patch_detect_transform_dimension(monkeypatch)
+ with pytest.raises(ValueError, match="frequency"):
+ ImfEconomicIndicatorsQueryParams(
+ symbol="WEO::NGDP_RPCH",
+ country="USA",
+ frequency="quarter",
+ )
+
+ def test_invalid_transform_raises(self, monkeypatch):
+ """An invalid transform raises ``ValueError`` (covers 477-498)."""
+ stub = _StubMetadata(
+ dataflows={
+ "BOP_AGG": {
+ "id": "BOP_AGG",
+ "agencyID": "IMF",
+ "structureRef": {"id": "DSD_BOP_AGG"},
+ }
+ },
+ datastructures={
+ "DSD_BOP_AGG": {
+ "dimensions": [
+ {"id": "COUNTRY", "position": "0"},
+ {"id": "INDICATOR", "position": "1"},
+ {"id": "FREQUENCY", "position": "2"},
+ {"id": "TYPE_OF_TRANSFORMATION", "position": "3"},
+ ]
+ }
+ },
+ constraints={
+ ("BOP_AGG", "TYPE_OF_TRANSFORMATION"): {
+ "key_values": [{"id": "TYPE_OF_TRANSFORMATION", "values": ["IX"]}]
+ }
+ },
+ )
+ _patch_metadata(monkeypatch, stub)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ transform_dim="TYPE_OF_TRANSFORMATION",
+ transform_lookup={"yoy": "YOY_PCH"},
+ )
+ with pytest.raises(ValueError, match="transform"):
+ ImfEconomicIndicatorsQueryParams(
+ symbol="BOP_AGG::GS_CD",
+ country="USA",
+ transform="yoy",
+ )
+
+ def test_build_key_default_star_branch(self, monkeypatch):
+ """An unknown dim type defaults to ``*`` in the key (covers line 392)."""
+ stub = _StubMetadata(
+ dataflows={
+ "WEO": {
+ "id": "WEO",
+ "agencyID": "IMF",
+ "structureRef": {"id": "DSD_WEO"},
+ }
+ },
+ datastructures={
+ "DSD_WEO": {
+ "dimensions": [
+ {"id": "EXTRA", "position": "0"},
+ {"id": "COUNTRY", "position": "1"},
+ {"id": "INDICATOR", "position": "2"},
+ {"id": "FREQUENCY", "position": "3"},
+ ]
+ }
+ },
+ constraints={
+ ("WEO", "COUNTRY"): {
+ "key_values": [{"id": "COUNTRY", "values": ["USA"]}]
+ }
+ },
+ )
+ _patch_metadata(monkeypatch, stub)
+ _patch_detect_transform_dimension(monkeypatch)
+ ImfEconomicIndicatorsQueryParams(symbol="WEO::NGDP_RPCH", country="USA")
+ keys = [c["key"] for c in stub.constraints_calls]
+ # The EXTRA dim slot becomes "*" via the default branch (line 392).
+ assert any(k.startswith("*") for k in keys)
+
+ def test_freq_dim_build_key_branch(self, monkeypatch):
+ """The constraint key includes resolved freq/transform parts (covers 381-388, 390)."""
+ stub = _StubMetadata(
+ dataflows={
+ "BOP_AGG": {
+ "id": "BOP_AGG",
+ "agencyID": "IMF",
+ "structureRef": {"id": "DSD_BOP_AGG"},
+ }
+ },
+ datastructures={
+ "DSD_BOP_AGG": {
+ "dimensions": [
+ {"id": "FREQUENCY", "position": "0"},
+ {"id": "TYPE_OF_TRANSFORMATION", "position": "1"},
+ {"id": "INDICATOR", "position": "2"},
+ {"id": "COUNTRY", "position": "3"},
+ ]
+ }
+ },
+ )
+ _patch_metadata(monkeypatch, stub)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ transform_dim="TYPE_OF_TRANSFORMATION",
+ transform_lookup={"yoy": "YOY_PCH"},
+ )
+ ImfEconomicIndicatorsQueryParams(
+ symbol="BOP_AGG::GS_CD",
+ country="USA",
+ frequency="quarter",
+ transform="yoy",
+ )
+ keys = [c["key"] for c in stub.constraints_calls]
+ assert any("Q" in k for k in keys)
+ # Building constraint key for the country target visits transform_dim โ captures "yoy".
+ assert any("yoy" in k for k in keys)
+
+
+class TestImfEconomicIndicatorsFetcherTransformQuery:
+ """Tests for ``transform_query`` exception handling."""
+
+ def test_transform_query_wraps_exception(self, monkeypatch):
+ """Any pydantic error is wrapped in ``OpenBBError`` (covers 603-604)."""
+ stub = _StubMetadata()
+ _patch_metadata(monkeypatch, stub)
+ with pytest.raises(OpenBBError):
+ ImfEconomicIndicatorsFetcher.transform_query({"symbol": None})
+
+
+class _StubQueryBuilder:
+ """Minimal ``ImfQueryBuilder`` substitute capturing args."""
+
+ instances: list = []
+ shared_payload: dict[str, Any] | None = None
+ shared_raise: Exception | None = None
+
+ def __init__(self):
+ self.metadata: Any = None
+ self.calls: list[dict[str, Any]] = []
+ _StubQueryBuilder.instances.append(self)
+
+ def fetch_data(self, **kwargs: Any) -> dict[str, Any]:
+ """Return preconfigured payload or raise."""
+ self.calls.append(kwargs)
+ if _StubQueryBuilder.shared_raise is not None:
+ raise _StubQueryBuilder.shared_raise
+ return _StubQueryBuilder.shared_payload or {"data": [], "metadata": {}}
+
+
+class _StubTableBuilder:
+ """Minimal ``ImfTableBuilder`` substitute capturing args."""
+
+ instances: list = []
+ shared_payload: dict[str, Any] | None = None
+ shared_raise: Exception | None = None
+
+ def __init__(self):
+ self.calls: list[dict[str, Any]] = []
+ _StubTableBuilder.instances.append(self)
+
+ def get_table(self, **kwargs: Any) -> dict[str, Any]:
+ """Return preconfigured payload or raise."""
+ self.calls.append(kwargs)
+ if _StubTableBuilder.shared_raise is not None:
+ raise _StubTableBuilder.shared_raise
+ return _StubTableBuilder.shared_payload or {
+ "data": [],
+ "table_metadata": {},
+ "series_metadata": {},
+ }
+
+
+@pytest.fixture
+def patched_builders(monkeypatch: pytest.MonkeyPatch):
+ """Swap in stub query/table builders for the model module."""
+ _StubQueryBuilder.instances = []
+ _StubQueryBuilder.shared_payload = None
+ _StubQueryBuilder.shared_raise = None
+ _StubTableBuilder.instances = []
+ _StubTableBuilder.shared_payload = None
+ _StubTableBuilder.shared_raise = None
+ monkeypatch.setattr(
+ "openbb_imf.utils.query_builder.ImfQueryBuilder",
+ _StubQueryBuilder,
+ )
+ monkeypatch.setattr(
+ "openbb_imf.utils.table_builder.ImfTableBuilder",
+ _StubTableBuilder,
+ )
+ return _StubQueryBuilder, _StubTableBuilder
+
+
+class TestImfEconomicIndicatorsFetcherAextractData:
+ """Tests for ``aextract_data`` branches."""
+
+ @pytest.mark.asyncio
+ async def test_table_mode_basic(self, monkeypatch, patched_builders):
+ """Table-mode dispatch returns table-shaped payload (covers happy path of 637-739)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "BOP::H_AGG", "country": "USA"}
+ )
+ _, _ = patched_builders
+ out = await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ assert out["mode"] == "table"
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["TYPE_OF_TRANSFORMATION"] == "*"
+ assert captured["dataflow"] == "BOP"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_gfs_branch(self, monkeypatch, patched_builders):
+ """GFS dataflows set SECTOR/GFS_GRP defaults (covers line 647-649)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "GFS_R::H_T1", "country": "USA"}
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["SECTOR"] == "*"
+ assert captured["GFS_GRP"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_fsic_branch(self, monkeypatch, patched_builders):
+ """FSIC/IRFCL set the ``SECTOR`` default (covers 650-651)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "FSIC::H_T1", "country": "USA"}
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["SECTOR"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_isora_branch(self, monkeypatch, patched_builders):
+ """ISORA_LATEST_DATA_PUB sets the ``INDICATOR`` default (covers 654-655)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "ISORA_LATEST_DATA_PUB::H_T1", "country": "USA"}
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["INDICATOR"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_aextract_skips_non_string_dimension_values(
+ self, monkeypatch, patched_builders
+ ):
+ """Non-string entries in ``dimension_values`` are skipped (covers line 628)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "BOP::H_AGG", "country": "USA"}
+ )
+ object.__setattr__(q, "dimension_values", [None, 42, "FOO:bar"])
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["FOO"] == "BAR"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_extra_dimensions(self, monkeypatch, patched_builders):
+ """``dimension_values`` are merged into the query params (covers 626-633, 657-658)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "dimension_values": ["FOO:bar"],
+ }
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["FOO"] == "BAR"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_transform_resolved_via_transform_lookup(
+ self, monkeypatch, patched_builders
+ ):
+ """A friendly transform name routes through ``transform_lookup`` (covers 668-675)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ transform_dim="TYPE_OF_TRANSFORMATION",
+ transform_lookup={"yoy": "YOY_PCH"},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "transform": "yoy",
+ }
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["TYPE_OF_TRANSFORMATION"] == "YOY_PCH"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_transform_all_wildcard(
+ self, monkeypatch, patched_builders
+ ):
+ """``transform='all'`` is converted to ``*`` (covers 669-671)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch, transform_dim="TYPE_OF_TRANSFORMATION"
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "transform": "all",
+ }
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["TYPE_OF_TRANSFORMATION"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_transform_via_unit_dim(
+ self, monkeypatch, patched_builders
+ ):
+ """``transform`` falling back to ``unit_dim`` resolves via ``unit_lookup`` (covers 677-684)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ unit_dim="UNIT",
+ unit_lookup={"usd": "USD"},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "IFS::IND",
+ "country": "USA",
+ "transform": "usd",
+ }
+ )
+ # Force into table mode without H_ prefix.
+ object.__setattr__(q, "_is_table", True)
+ object.__setattr__(q, "_dataflow", "IFS")
+ object.__setattr__(q, "_table_id", "T1")
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["UNIT"] == "USD"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_transform_via_unit_dim_wildcard(
+ self, monkeypatch, patched_builders
+ ):
+ """``transform='*'`` with a unit dim sets ``UNIT='*'`` (covers 678-680)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(monkeypatch, unit_dim="UNIT")
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "IFS::IND",
+ "country": "USA",
+ "transform": "*",
+ }
+ )
+ object.__setattr__(q, "_is_table", True)
+ object.__setattr__(q, "_dataflow", "IFS")
+ object.__setattr__(q, "_table_id", "T1")
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["UNIT"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_table_mode_transform_unrecognized_raises(
+ self, monkeypatch, patched_builders
+ ):
+ """An unknown transform with neither dim raises (covers 686-706)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(monkeypatch)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "transform": "weird",
+ }
+ )
+ with pytest.raises(OpenBBError, match="does not support transform"):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_table_mode_transform_invalid_with_available(
+ self, monkeypatch, patched_builders
+ ):
+ """An invalid value when options exist surfaces available choices (covers 686-706)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ transform_dim="TYPE_OF_TRANSFORMATION",
+ transform_lookup={"yoy": "YOY", "yoy_lc": "yoy_lc"},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "transform": "weird",
+ }
+ )
+ with pytest.raises(OpenBBError, match="Invalid transform value"):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_table_mode_transform_invalid_only_unit_lookup(
+ self, monkeypatch, patched_builders
+ ):
+ """The unit_lookup branch of the error message is taken (covers line 696)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ unit_dim="UNIT",
+ unit_lookup={"usd": "USD"},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "transform": "weird",
+ }
+ )
+ with pytest.raises(OpenBBError, match="Invalid transform value"):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_table_mode_limit_with_annual_frequency(
+ self, monkeypatch, patched_builders
+ ):
+ """``limit`` without a ``start_date`` derives a year boundary (covers 708-720)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "frequency": "annual",
+ "limit": 5,
+ }
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["start_date"] is not None
+ assert len(captured["start_date"]) == 4
+
+ @pytest.mark.asyncio
+ async def test_table_mode_limit_with_quarterly_frequency(
+ self, monkeypatch, patched_builders
+ ):
+ """``limit`` with ``quarter`` frequency derives ``start_date`` via 713-716."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "frequency": "quarter",
+ "limit": 5,
+ }
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["start_date"] is not None
+
+ @pytest.mark.asyncio
+ async def test_table_mode_limit_with_monthly_frequency(
+ self, monkeypatch, patched_builders
+ ):
+ """``limit`` with ``month`` frequency derives ``start_date`` via 717-720."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "BOP::H_AGG",
+ "country": "USA",
+ "frequency": "month",
+ "limit": 5,
+ }
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubTableBuilder.instances[0].calls[0]
+ assert captured["start_date"] is not None
+
+ @pytest.mark.asyncio
+ async def test_table_mode_get_table_value_error_translates(
+ self, monkeypatch, patched_builders
+ ):
+ """A ``ValueError`` from ``get_table`` is wrapped in ``OpenBBError`` (covers 738-739)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "BOP::H_AGG", "country": "USA"}
+ )
+
+ def boom(self, **kwargs):
+ raise ValueError("table boom")
+
+ monkeypatch.setattr(_StubTableBuilder, "get_table", boom)
+ with pytest.raises(OpenBBError):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_table_mode_missing_dataflow_raises(
+ self, monkeypatch, patched_builders
+ ):
+ """Table mode with no ``_dataflow`` raises ``OpenBBError`` (covers 639-640)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "BOP::H_AGG", "country": "USA"}
+ )
+ object.__setattr__(q, "_dataflow", None)
+ with pytest.raises(OpenBBError, match="Could not determine dataflow"):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_indicator_mode_no_indicators_raises(
+ self, monkeypatch, patched_builders
+ ):
+ """An empty ``_indicators_by_dataflow`` raises (covers line 748)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "WEO::NGDP_RPCH", "country": "USA"}
+ )
+ object.__setattr__(q, "_is_table", False)
+ object.__setattr__(q, "_indicators_by_dataflow", {})
+ with pytest.raises(OpenBBError, match="No indicators specified"):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_indicator_mode_full_path(self, monkeypatch, patched_builders):
+ """Indicator mode happy path exercises transform/limit/dimension_codes paths."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ transform_dim="TYPE_OF_TRANSFORMATION",
+ transform_lookup={"yoy": "YOY"},
+ )
+ monkeypatch.setattr(
+ "openbb_imf.models.economic_indicators.detect_indicator_dimensions",
+ lambda dataflow, codes, meta: {"INDICATOR": codes},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {
+ "symbol": "WEO::NGDP_RPCH",
+ "country": "USA",
+ "transform": "yoy",
+ "limit": 3,
+ "dimension_values": ["EXTRA:val"],
+ }
+ )
+ _StubQueryBuilder.shared_payload = {
+ "data": [{"OBS_VALUE": 1.0}],
+ "metadata": {"foo": "bar"},
+ }
+ out = await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ assert out["mode"] == "indicator"
+ captured = _StubQueryBuilder.instances[0].calls[0]
+ assert captured["lastNObservations"] == 3
+ assert captured["EXTRA"] == "VAL"
+ assert captured["INDICATOR"] == "NGDP_RPCH"
+ assert captured["TYPE_OF_TRANSFORMATION"] == "YOY"
+
+ @pytest.mark.asyncio
+ async def test_indicator_mode_transform_wildcard_for_transform_dim(
+ self, monkeypatch, patched_builders
+ ):
+ """``transform='*'`` with transform_dim sets ``*`` (covers 768-770)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch, transform_dim="TYPE_OF_TRANSFORMATION"
+ )
+ monkeypatch.setattr(
+ "openbb_imf.models.economic_indicators.detect_indicator_dimensions",
+ lambda *a, **kw: {"INDICATOR": ["NGDP_RPCH"]},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "WEO::NGDP_RPCH", "country": "USA", "transform": "*"}
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubQueryBuilder.instances[0].calls[0]
+ assert captured["TYPE_OF_TRANSFORMATION"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_indicator_mode_transform_unit_dim_lookup(
+ self, monkeypatch, patched_builders
+ ):
+ """``unit_dim`` matches a unit_lookup entry (covers 776-783)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ unit_dim="UNIT",
+ unit_lookup={"usd": "USD"},
+ )
+ monkeypatch.setattr(
+ "openbb_imf.models.economic_indicators.detect_indicator_dimensions",
+ lambda *a, **kw: {"INDICATOR": ["NGDP_RPCH"]},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "WEO::NGDP_RPCH", "country": "USA", "transform": "usd"}
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubQueryBuilder.instances[0].calls[0]
+ assert captured["UNIT"] == "USD"
+
+ @pytest.mark.asyncio
+ async def test_indicator_mode_transform_unit_dim_wildcard(
+ self, monkeypatch, patched_builders
+ ):
+ """``unit_dim`` wildcard branch is reached (covers 777-780)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(monkeypatch, unit_dim="UNIT")
+ monkeypatch.setattr(
+ "openbb_imf.models.economic_indicators.detect_indicator_dimensions",
+ lambda *a, **kw: {"INDICATOR": ["NGDP_RPCH"]},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "WEO::NGDP_RPCH", "country": "USA", "transform": "*"}
+ )
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+ captured = _StubQueryBuilder.instances[0].calls[0]
+ assert captured["UNIT"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_indicator_mode_transform_unrecognized_dataflow_raises(
+ self, monkeypatch, patched_builders
+ ):
+ """Unrecognized transform on a dataflow without dims raises (covers 800-807)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(monkeypatch)
+ monkeypatch.setattr(
+ "openbb_imf.models.economic_indicators.detect_indicator_dimensions",
+ lambda *a, **kw: {"INDICATOR": ["NGDP_RPCH"]},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "WEO::NGDP_RPCH", "country": "USA", "transform": "weird"}
+ )
+ with pytest.raises(OpenBBError):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_indicator_mode_transform_unrecognized_with_lookups(
+ self, monkeypatch, patched_builders
+ ):
+ """Unknown transform with options raises with available list (covers 804-807)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ _patch_detect_transform_dimension(
+ monkeypatch,
+ transform_dim="TYPE_OF_TRANSFORMATION",
+ transform_lookup={"yoy": "YOY"},
+ unit_dim="UNIT",
+ unit_lookup={"usd": "USD"},
+ )
+ monkeypatch.setattr(
+ "openbb_imf.models.economic_indicators.detect_indicator_dimensions",
+ lambda *a, **kw: {"INDICATOR": ["NGDP_RPCH"]},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "WEO::NGDP_RPCH", "country": "USA", "transform": "weird"}
+ )
+ with pytest.raises(OpenBBError, match="Invalid transform"):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_indicator_mode_query_builder_value_error_translates(
+ self, monkeypatch, patched_builders
+ ):
+ """A ``ValueError`` from ``fetch_data`` is wrapped in ``OpenBBError`` (covers 830-831)."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ monkeypatch.setattr(
+ "openbb_imf.models.economic_indicators.detect_indicator_dimensions",
+ lambda *a, **kw: {"INDICATOR": ["NGDP_RPCH"]},
+ )
+ q = ImfEconomicIndicatorsFetcher.transform_query(
+ {"symbol": "WEO::NGDP_RPCH", "country": "USA"}
+ )
+
+ def boom(self, **kwargs):
+ raise ValueError("translate me")
+
+ monkeypatch.setattr(_StubQueryBuilder, "fetch_data", boom)
+ with pytest.raises(OpenBBError):
+ await ImfEconomicIndicatorsFetcher.aextract_data(q, None)
+
+
+class TestImfEconomicIndicatorsFetcherTransformData:
+ """Tests for ``transform_data`` branches."""
+
+ def _query(self, monkeypatch, **overrides: Any) -> ImfEconomicIndicatorsQueryParams:
+ """Build a query bypassing constraint validation."""
+ stub_meta = _StubMetadata()
+ _patch_metadata(monkeypatch, stub_meta)
+ params: dict[str, Any] = {"symbol": "WEO::NGDP_RPCH", "country": "USA"}
+ params.update(overrides)
+ return ImfEconomicIndicatorsFetcher.transform_query(params)
+
+ def test_empty_payload_raises(self, monkeypatch):
+ """An empty ``data`` raises ``EmptyDataError`` (covers line 850)."""
+ q = self._query(monkeypatch)
+ with pytest.raises(EmptyDataError):
+ ImfEconomicIndicatorsFetcher.transform_data(q, {"data": []})
+
+ def test_table_mode_metadata_routing(self, monkeypatch):
+ """Table mode pulls table_metadata/series_metadata (covers lines 855-859)."""
+ q = self._query(monkeypatch)
+ rows = [
+ {
+ "TIME_PERIOD": "2024-01-01",
+ "OBS_VALUE": 1.0,
+ "COUNTRY": "United States",
+ "country_code": "USA",
+ }
+ ]
+ result = ImfEconomicIndicatorsFetcher.transform_data(
+ q,
+ {
+ "mode": "table",
+ "data": rows,
+ "table_metadata": {"foo": 1},
+ "series_metadata": {"bar": 2},
+ },
+ )
+ assert result.metadata == {"table": {"foo": 1}, "series": {"bar": 2}}
+
+ def test_start_and_end_date_filter(self, monkeypatch):
+ """``start_date`` and ``end_date`` skip rows (covers lines 874, 880)."""
+ q = self._query(
+ monkeypatch, start_date=date(2024, 2, 1), end_date=date(2024, 4, 1)
+ )
+ rows = [
+ {"TIME_PERIOD": "2024-01-01", "OBS_VALUE": 1.0},
+ {"TIME_PERIOD": "2024-03-01", "OBS_VALUE": 2.0},
+ {"TIME_PERIOD": "2024-05-01", "OBS_VALUE": 3.0},
+ ]
+ result = ImfEconomicIndicatorsFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+ assert len(result.result) == 1
+ assert result.result[0].value == 2.0
+
+ def test_all_rows_filtered_raises(self, monkeypatch):
+ """All rows being filtered raises ``EmptyDataError`` (covers 973-977)."""
+ q = self._query(monkeypatch, start_date=date(2024, 12, 1))
+ rows = [{"TIME_PERIOD": "2024-01-01", "OBS_VALUE": 1.0}]
+ with pytest.raises(EmptyDataError, match="No data remaining"):
+ ImfEconomicIndicatorsFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+
+ def test_row_without_date_is_skipped(self, monkeypatch):
+ """Rows without a ``date`` are dropped (covers line 998)."""
+ q = self._query(monkeypatch)
+ rows = [
+ {"TIME_PERIOD": "2024-01-01", "OBS_VALUE": 1.0},
+ {"OBS_VALUE": 2.0},
+ ]
+ result = ImfEconomicIndicatorsFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+ # Only the dated row survives.
+ assert len(result.result) == 1
+
+ def test_value_falls_back_to_value_field(self, monkeypatch):
+ """Missing ``OBS_VALUE`` falls back to ``value`` (covers line 907)."""
+ q = self._query(monkeypatch)
+ rows = [{"TIME_PERIOD": "2024-01-01", "value": 7.0}]
+ result = ImfEconomicIndicatorsFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+ assert result.result[0].value == 7.0
+
+ def test_nan_scale_and_unit_are_normalised(self, monkeypatch):
+ """``nan`` scale/unit become ``None`` (covers 911-914 and 922-925)."""
+ q = self._query(monkeypatch)
+ rows = [
+ {
+ "TIME_PERIOD": "2024-01-01",
+ "OBS_VALUE": 1.0,
+ "SCALE": "nan",
+ "UNIT": "nan",
+ }
+ ]
+ result = ImfEconomicIndicatorsFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+ assert result.result[0].scale is None
+ assert result.result[0].unit is None
+
+ def test_non_string_scale_and_unit_are_stringified(self, monkeypatch):
+ """Numeric scale/unit values are coerced to strings (covers 913-914, 924-925)."""
+ q = self._query(monkeypatch)
+ rows = [
+ {
+ "TIME_PERIOD": "2024-01-01",
+ "OBS_VALUE": 1.0,
+ "scale": 1.5,
+ "unit": 9,
+ }
+ ]
+ result = ImfEconomicIndicatorsFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+ assert result.result[0].scale == "1.5"
+ assert result.result[0].unit == "9"
+
+ def test_pivot_path_exercises_pivot_table_data(self, monkeypatch):
+ """``pivot=True`` builds a DataFrame via ``pivot_table_data`` (covers 1009-1019)."""
+ q = self._query(monkeypatch, pivot=True)
+ rows = [
+ {
+ "TIME_PERIOD": "2024-01-01",
+ "OBS_VALUE": 1.0,
+ "COUNTRY": "United States",
+ "country_code": "USA",
+ "INDICATOR": "NGDP_RPCH",
+ "series_id": "WEO::NGDP_RPCH",
+ }
+ ]
+
+ class _FakeDF:
+ def fillna(self, _):
+ return self
+
+ def reset_index(self):
+ return self
+
+ def to_dict(self, orient: str): # noqa: ARG002
+ return [
+ {
+ "date": "2024-01-01",
+ "country": "United States",
+ "country_code": "USA",
+ "value": 1.0,
+ "symbol": "WEO::NGDP_RPCH",
+ }
+ ]
+
+ with patch(
+ "openbb_imf.utils.table_presentation.pivot_table_data",
+ return_value=_FakeDF(),
+ ):
+ out = ImfEconomicIndicatorsFetcher.transform_data(
+ q, {"data": rows, "metadata": {}}
+ )
+ assert isinstance(out.result[0], ImfEconomicIndicatorsData)
diff --git a/openbb_platform/providers/imf/tests/test_generate_cache.py b/openbb_platform/providers/imf/tests/test_generate_cache.py
new file mode 100644
index 00000000000..2ac47cb4783
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_generate_cache.py
@@ -0,0 +1,850 @@
+"""Tests for openbb_imf.utils.generate_cache."""
+
+# ruff: noqa: I001
+
+import json
+import lzma
+
+import pytest
+import requests
+
+from openbb_imf.utils import generate_cache as gc
+
+
+class _FakeResp:
+ """Minimal stand-in for ``requests.Response``."""
+
+ def __init__(
+ self,
+ status_code: int = 200,
+ json_data: dict | None = None,
+ json_exc: Exception | None = None,
+ ):
+ self.status_code = status_code
+ self._json_data = json_data or {}
+ self._json_exc = json_exc
+
+ def json(self):
+ """Return JSON payload or raise the seeded exception."""
+ if self._json_exc is not None:
+ raise self._json_exc
+ return self._json_data
+
+ def raise_for_status(self):
+ """Mirror ``requests.Response.raise_for_status``."""
+ if self.status_code >= 400:
+ raise requests.HTTPError(f"HTTP {self.status_code}")
+
+
+class TestGet:
+ """Tests for ``_get``."""
+
+ def test_success(self, monkeypatch):
+ """Returns parsed JSON on 200."""
+ resp = _FakeResp(200, {"ok": True})
+ monkeypatch.setattr(gc._session, "get", lambda *a, **kw: resp)
+ assert gc._get("http://x") == {"ok": True}
+
+ def test_400_returns_empty(self, monkeypatch):
+ """HTTP 400 returns empty dict without raising."""
+ resp = _FakeResp(400, {})
+ monkeypatch.setattr(gc._session, "get", lambda *a, **kw: resp)
+ assert gc._get("http://x") == {}
+
+ def test_404_returns_empty(self, monkeypatch):
+ """HTTP 404 returns empty dict."""
+ resp = _FakeResp(404, {})
+ monkeypatch.setattr(gc._session, "get", lambda *a, **kw: resp)
+ assert gc._get("http://x") == {}
+
+ def test_429_retries_then_succeeds(self, monkeypatch):
+ """429 backs off then returns the next 200 response."""
+ responses = [_FakeResp(429, {}), _FakeResp(200, {"ok": True})]
+ calls = {"n": 0}
+
+ def fake_get(*a, **kw):
+ r = responses[calls["n"]]
+ calls["n"] += 1
+ return r
+
+ monkeypatch.setattr(gc._session, "get", fake_get)
+ monkeypatch.setattr(gc.time, "sleep", lambda *_a, **_kw: None)
+ assert gc._get("http://x") == {"ok": True}
+ assert calls["n"] == 2
+
+ def test_request_exception_retried_then_raises(self, monkeypatch):
+ """RequestException retries up to ``retries`` then re-raises."""
+
+ def fake_get(*a, **kw):
+ raise requests.ConnectionError("nope")
+
+ monkeypatch.setattr(gc._session, "get", fake_get)
+ monkeypatch.setattr(gc.time, "sleep", lambda *_a, **_kw: None)
+ with pytest.raises(requests.ConnectionError):
+ gc._get("http://x", retries=2, backoff=0.0)
+
+ def test_request_exception_then_success(self, monkeypatch):
+ """RequestException followed by success returns parsed JSON."""
+ calls = {"n": 0}
+
+ def fake_get(*a, **kw):
+ calls["n"] += 1
+ if calls["n"] == 1:
+ raise requests.ConnectionError("flaky")
+ return _FakeResp(200, {"ok": True})
+
+ monkeypatch.setattr(gc._session, "get", fake_get)
+ monkeypatch.setattr(gc.time, "sleep", lambda *_a, **_kw: None)
+ assert gc._get("http://x", retries=3, backoff=0.0) == {"ok": True}
+
+ def test_json_decode_error_retries(self, monkeypatch):
+ """``json.JSONDecodeError`` triggers retry path."""
+ calls = {"n": 0}
+
+ def fake_get(*a, **kw):
+ calls["n"] += 1
+ if calls["n"] == 1:
+ return _FakeResp(200, json_exc=json.JSONDecodeError("bad", "doc", 0))
+ return _FakeResp(200, {"ok": True})
+
+ monkeypatch.setattr(gc._session, "get", fake_get)
+ monkeypatch.setattr(gc.time, "sleep", lambda *_a, **_kw: None)
+ assert gc._get("http://x", retries=3, backoff=0.0) == {"ok": True}
+
+
+class TestNormalizeVersion:
+ """Tests for ``_normalize_version``."""
+
+ def test_strips_plus(self):
+ """SDMX 3 ``+`` wildcard is removed."""
+ assert gc._normalize_version("1.0+.0") == "1.0.0"
+
+ def test_no_plus(self):
+ """Plain version is returned unchanged."""
+ assert gc._normalize_version("1.0.0") == "1.0.0"
+
+
+class TestEnglish:
+ """Tests for ``_english``."""
+
+ def test_none(self):
+ """None returns empty string."""
+ assert gc._english(None) == ""
+
+ def test_string(self):
+ """A bare string returns itself."""
+ assert gc._english("foo") == "foo"
+
+ def test_dict_with_en(self):
+ """An ``en`` key wins."""
+ assert gc._english({"en": "Hello", "fr": "Bonjour"}) == "Hello"
+
+ def test_dict_without_en(self):
+ """First value is used when ``en`` missing."""
+ assert gc._english({"fr": "Bonjour"}) == "Bonjour"
+
+ def test_dict_empty(self):
+ """Empty dict returns empty string."""
+ assert gc._english({}) == ""
+
+ def test_non_string_value(self):
+ """Non-string returns empty."""
+ assert gc._english(123) == ""
+
+ def test_dict_non_string_first(self):
+ """Non-string fallback returns empty."""
+ assert gc._english({"x": 1}) == ""
+
+
+class TestParseStructureRef:
+ """Tests for ``_parse_structure_ref``."""
+
+ def test_valid(self):
+ """Valid DSD URN parses fully."""
+ urn = (
+ "urn:sdmx:org.sdmx.infomodel.datastructure.DataStructure="
+ "IMF.STA:DSD_X(1.0+.0)"
+ )
+ ref = gc._parse_structure_ref(urn)
+ assert ref == {
+ "agencyID": "IMF.STA",
+ "id": "DSD_X",
+ "version": "1.0.0",
+ "package": "datastructure",
+ "class": "DataStructure",
+ }
+
+ def test_invalid_returns_empty(self):
+ """Unparsable URN yields empty dict."""
+ assert gc._parse_structure_ref("garbage") == {}
+
+ def test_none(self):
+ """``None`` URN yields empty dict."""
+ assert gc._parse_structure_ref(None) == {}
+
+
+class TestParseConceptRef:
+ """Tests for ``_parse_concept_ref``."""
+
+ def test_valid(self):
+ """Concept URN parses fully."""
+ urn = (
+ "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=IMF.STA:CS_X(1.0+.0).GDP"
+ )
+ ref = gc._parse_concept_ref(urn)
+ assert ref == {
+ "maintainableParentID": "CS_X",
+ "maintainableParentVersion": "1.0.0",
+ "agencyID": "IMF.STA",
+ "id": "GDP",
+ "package": "conceptscheme",
+ "class": "Concept",
+ }
+
+ def test_invalid(self):
+ """Unparsable URN yields empty dict."""
+ assert gc._parse_concept_ref("garbage") == {}
+
+
+class TestParsePresentations:
+ """Tests for ``_parse_presentations``."""
+
+ def test_no_annotations(self):
+ """Empty list returns empty list."""
+ assert gc._parse_presentations([]) == []
+
+ def test_skips_non_presentation(self):
+ """Other annotation types are ignored."""
+ out = gc._parse_presentations(
+ [{"type": "OTHER", "text": "presentation_title=foo"}]
+ )
+ assert out == []
+
+ def test_empty_text(self):
+ """Empty text annotation is skipped."""
+ out = gc._parse_presentations([{"type": "DATAFLOW_PRESENTATION"}])
+ assert out == []
+
+ def test_parses_entry(self):
+ """Plain ``text`` is split on ';' and '='."""
+ text = "presentation_title=Hello;presentation_description=Desc;extra=ignored"
+ out = gc._parse_presentations([{"type": "DATAFLOW_PRESENTATION", "text": text}])
+ assert out == [
+ {"presentation_title": "Hello", "presentation_description": "Desc"}
+ ]
+
+ def test_uses_english_texts_when_text_missing(self):
+ """Falls back to ``texts`` dict via ``_english``."""
+ out = gc._parse_presentations(
+ [
+ {
+ "type": "DATAFLOW_PRESENTATION",
+ "texts": {"en": "presentation_title=From Texts"},
+ }
+ ]
+ )
+ assert out == [{"presentation_title": "From Texts"}]
+
+ def test_part_without_equals_skipped(self):
+ """Parts without '=' are silently skipped."""
+ out = gc._parse_presentations(
+ [
+ {
+ "type": "DATAFLOW_PRESENTATION",
+ "text": "presentation_title=Foo;loose_part",
+ }
+ ]
+ )
+ assert out == [{"presentation_title": "Foo"}]
+
+ def test_entry_with_no_known_keys(self):
+ """Annotation with no known keys yields empty list."""
+ out = gc._parse_presentations(
+ [{"type": "DATAFLOW_PRESENTATION", "text": "random=value"}]
+ )
+ assert out == []
+
+
+class TestFetchDataflows:
+ """Tests for ``fetch_dataflows``."""
+
+ def test_filters_vintage_and_normalizes(self, monkeypatch):
+ """VINTAGE entries are filtered; non-VINTAGE entries normalized."""
+ raw = {
+ "data": {
+ "dataflows": [
+ {
+ "id": "DF1",
+ "agencyID": "IMF.STA",
+ "version": "1.0+.0",
+ "name": "Flow One",
+ "description": "Desc One",
+ "structure": ("DataStructure=IMF.STA:DSD1(1.0+.0)"),
+ "annotations": [],
+ },
+ {
+ "id": "DF_2024_JAN_VINTAGE",
+ "agencyID": "IMF.STA",
+ "version": "1.0",
+ },
+ {"id": "", "agencyID": "IMF"},
+ {
+ "id": "DF2",
+ "agencyID": "IMF",
+ "version": "1.0",
+ "names": {"en": "Name two"},
+ "descriptions": {"en": "D2"},
+ },
+ ]
+ }
+ }
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: raw)
+ out = gc.fetch_dataflows()
+ assert set(out.keys()) == {"DF1", "DF2"}
+ assert out["DF1"]["name"] == "Flow One"
+ assert out["DF1"]["description"] == "Desc One"
+ assert out["DF1"]["version"] == "1.0.0"
+ assert out["DF1"]["structureRef"]["id"] == "DSD1"
+ assert out["DF2"]["name"] == "Name two"
+ assert out["DF2"]["description"] == "D2"
+
+
+class TestConvertComponents:
+ """Tests for ``_convert_components``."""
+
+ def test_basic(self):
+ """A component with position and conceptIdentity is fully populated."""
+ comps = [
+ {
+ "id": "FREQ",
+ "position": 1,
+ "conceptIdentity": (
+ "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept="
+ "IMF:CS_X(1.0+.0).FREQ"
+ ),
+ },
+ {"id": "OTHER"},
+ ]
+ out = gc._convert_components(comps)
+ assert out[0]["id"] == "FREQ"
+ assert out[0]["position"] == "1"
+ assert out[0]["conceptRef"]["id"] == "FREQ"
+ assert out[1] == {"id": "OTHER"}
+
+ def test_empty(self):
+ """An empty list returns empty list."""
+ assert gc._convert_components([]) == []
+
+ def test_none(self):
+ """None returns empty list."""
+ assert gc._convert_components(None) == []
+
+
+class TestFetchDatastructures:
+ """Tests for ``fetch_datastructures``."""
+
+ def test_extract_dims_and_attrs(self, monkeypatch):
+ """Dimensions and attributes are extracted and normalized."""
+ raw = {
+ "data": {
+ "dataStructures": [
+ {
+ "id": "DSD1",
+ "agencyID": "IMF.STA",
+ "version": "1.0+.0",
+ "name": "X",
+ "dataStructureComponents": {
+ "dimensionList": {"dimensions": [{"id": "FREQ"}]},
+ "attributeList": {"attributes": [{"id": "UNIT"}]},
+ },
+ },
+ {"id": ""},
+ {
+ "id": "DSD2",
+ "agencyID": "IMF",
+ "version": "1.0",
+ "names": {"en": "From names"},
+ },
+ ]
+ }
+ }
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: raw)
+ out = gc.fetch_datastructures()
+ assert set(out.keys()) == {"DSD1", "DSD2"}
+ assert out["DSD1"]["dimensions"][0]["id"] == "FREQ"
+ assert out["DSD1"]["attributes"][0]["id"] == "UNIT"
+ assert out["DSD2"]["name"] == "From names"
+
+
+class TestFetchConceptschemes:
+ """Tests for ``fetch_conceptschemes``."""
+
+ def test_concepts_extracted(self, monkeypatch):
+ """Concept schemes and their concepts come through normalized."""
+ raw = {
+ "data": {
+ "conceptSchemes": [
+ {
+ "id": "CS1",
+ "agencyID": "IMF",
+ "version": "1.0",
+ "name": "CS One",
+ "concepts": [
+ {"id": "GDP", "name": "GDP concept"},
+ {"id": "", "name": "skipped"},
+ {"id": "POP", "names": {"en": "Pop"}},
+ ],
+ },
+ {"id": ""},
+ {
+ "id": "CS2",
+ "agencyID": "IMF",
+ "version": "1.0",
+ "names": {"en": "CS2 Name"},
+ },
+ ]
+ }
+ }
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: raw)
+ out = gc.fetch_conceptschemes()
+ assert set(out.keys()) == {"CS1", "CS2"}
+ cs1_concepts = {c["id"]: c["name"] for c in out["CS1"]["concepts"]}
+ assert cs1_concepts == {"GDP": "GDP concept", "POP": "Pop"}
+ assert out["CS2"]["name"] == "CS2 Name"
+
+ def test_concept_codelist_urn_extracted(self, monkeypatch):
+ """A concept's ``coreRepresentation.enumeration`` URN is parsed into id+agency."""
+ raw = {
+ "data": {
+ "conceptSchemes": [
+ {
+ "id": "CS_GS",
+ "agencyID": "IMF.STA",
+ "version": "4.0",
+ "name": "GS",
+ "concepts": [
+ {
+ "id": "GS_MS",
+ "name": "Marital Status",
+ "coreRepresentation": {
+ "enumeration": (
+ "urn:sdmx:org.sdmx.infomodel.codelist."
+ "Codelist=IMF.STA:CL_GS_LI_MS(1.0+.0)"
+ )
+ },
+ },
+ {
+ "id": "NO_ENUM",
+ "name": "No Enumeration",
+ "coreRepresentation": {},
+ },
+ {
+ "id": "BAD_URN",
+ "name": "Bad URN",
+ "coreRepresentation": {
+ "enumeration": "not-a-codelist-urn"
+ },
+ },
+ {
+ "id": "ENUM_NOT_STR",
+ "name": "Enumeration is not a string",
+ "coreRepresentation": {"enumeration": {"x": "y"}},
+ },
+ ],
+ }
+ ]
+ }
+ }
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: raw)
+ out = gc.fetch_conceptschemes()
+ by_id = {c["id"]: c for c in out["CS_GS"]["concepts"]}
+ assert by_id["GS_MS"]["codelist_id"] == "CL_GS_LI_MS"
+ assert by_id["GS_MS"]["codelist_agency"] == "IMF.STA"
+ assert "codelist_id" not in by_id["NO_ENUM"]
+ assert "codelist_id" not in by_id["BAD_URN"]
+ assert "codelist_id" not in by_id["ENUM_NOT_STR"]
+
+
+class TestFetchCodelists:
+ """Tests for ``fetch_codelists``."""
+
+ def test_labels_and_descriptions(self, monkeypatch):
+ """Codelists yield labels and descriptions per code."""
+ raw = {
+ "data": {
+ "codelists": [
+ {
+ "id": "CL_X",
+ "codes": [
+ {
+ "id": "USA",
+ "names": {"en": "United States"},
+ "descriptions": {"en": "USA Desc"},
+ },
+ {
+ "id": "GBR",
+ "name": "United Kingdom",
+ "description": "UK Desc",
+ },
+ {"id": "OTHER"},
+ {"id": ""},
+ ],
+ },
+ {"id": ""},
+ ]
+ }
+ }
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: raw)
+ codes_by_id, descs_by_id = gc.fetch_codelists()
+ assert codes_by_id["CL_X"]["USA"] == "United States"
+ assert codes_by_id["CL_X"]["GBR"] == "United Kingdom"
+ # fallback: code_id becomes own label, label is fallback description
+ assert codes_by_id["CL_X"]["OTHER"] == "OTHER"
+ assert descs_by_id["CL_X"]["USA"] == "USA Desc"
+ assert descs_by_id["CL_X"]["OTHER"] == "OTHER"
+
+
+class TestFetchHierarchies:
+ """Tests for ``fetch_hierarchies``."""
+
+ def test_hierarchies_returned(self, monkeypatch):
+ """Hierarchies are passed through, keyed by id."""
+ raw = {
+ "data": {
+ "hierarchies": [
+ {"id": "H1", "extra": "stuff"},
+ {"id": ""},
+ ]
+ }
+ }
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: raw)
+ out = gc.fetch_hierarchies()
+ assert out == {"H1": {"id": "H1", "extra": "stuff"}}
+
+
+class TestFetchOneConstraint:
+ """Tests for ``_fetch_one_constraint``."""
+
+ def test_extracts_keyvalues(self, monkeypatch):
+ """Extracts ``keyValues`` entries from the response."""
+ payload = {
+ "data": {
+ "dataConstraints": [
+ {
+ "cubeRegions": [
+ {
+ "keyValues": [
+ {
+ "id": "REF_AREA",
+ "values": [
+ {"value": "USA"},
+ "GBR",
+ ],
+ },
+ {"values": ["skipped"]},
+ ],
+ "components": [],
+ }
+ ]
+ }
+ ]
+ }
+ }
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: payload)
+ key, out = gc._fetch_one_constraint("DF1", "IMF.STA")
+ assert key == "DF1:all:all:available:all:()"
+ kv = {x["id"]: set(x["values"]) for x in out["key_values"]}
+ assert kv["REF_AREA"] == {"USA", "GBR"}
+
+ def test_extracts_components(self, monkeypatch):
+ """Extracts ``components`` entries from the response."""
+ payload = {
+ "data": {
+ "dataConstraints": [
+ {
+ "cubeRegions": [
+ {
+ "keyValues": [],
+ "components": [
+ {
+ "id": "FREQ",
+ "values": [
+ {"value": "A"},
+ "Q",
+ ],
+ },
+ {"values": ["skip"]},
+ ],
+ }
+ ]
+ }
+ ]
+ }
+ }
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: payload)
+ _key, out = gc._fetch_one_constraint("DF1", "IMF.STA")
+ kv = {x["id"]: set(x["values"]) for x in out["key_values"]}
+ assert kv["FREQ"] == {"A", "Q"}
+
+ def test_returns_empty_on_get_exception(self, monkeypatch):
+ """Exception from ``_get`` yields empty payload."""
+
+ def fake_get(*_a, **_kw):
+ raise requests.ConnectionError("boom")
+
+ monkeypatch.setattr(gc, "_get", fake_get)
+ key, out = gc._fetch_one_constraint("DF1", "IMF.STA")
+ assert key == "DF1:all:all:available:all:()"
+ assert out == {}
+
+ def test_returns_empty_on_empty_response(self, monkeypatch):
+ """Empty body produces empty result."""
+ monkeypatch.setattr(gc, "_get", lambda *_a, **_kw: {})
+ _key, out = gc._fetch_one_constraint("DF1", "IMF.STA")
+ assert out == {}
+
+
+class TestFetchConstraints:
+ """Tests for ``fetch_constraints``."""
+
+ def test_parallel_aggregates(self, monkeypatch):
+ """Per-dataflow constraints are gathered in parallel."""
+
+ def fake_fetch_one(df_id, _agency):
+ if df_id == "FAIL":
+ return f"{df_id}:all:all:available:all:()", {}
+ return (
+ f"{df_id}:all:all:available:all:()",
+ {"key_values": [], "full_response": {}},
+ )
+
+ monkeypatch.setattr(gc, "_fetch_one_constraint", fake_fetch_one)
+
+ dataflows = {
+ "DF1": {"agencyID": "IMF"},
+ "DF2": {"agencyID": "IMF"},
+ "FAIL": {"agencyID": "IMF"},
+ }
+ out = gc.fetch_constraints(dataflows)
+ assert "DF1:all:all:available:all:()" in out
+ assert "DF2:all:all:available:all:()" in out
+ assert "FAIL:all:all:available:all:()" not in out
+
+ def test_exception_in_worker_counted(self, monkeypatch):
+ """Future raising an exception is counted as a failure."""
+
+ def fake_fetch_one(df_id, _agency):
+ if df_id == "BOOM":
+ raise RuntimeError("explode")
+ return (
+ f"{df_id}:all:all:available:all:()",
+ {"key_values": [], "full_response": {}},
+ )
+
+ monkeypatch.setattr(gc, "_fetch_one_constraint", fake_fetch_one)
+ dataflows = {"BOOM": {"agencyID": "IMF"}, "OK": {"agencyID": "IMF"}}
+ out = gc.fetch_constraints(dataflows)
+ assert "OK:all:all:available:all:()" in out
+ assert "BOOM:all:all:available:all:()" not in out
+
+ def test_progress_log_at_25_boundary(self, monkeypatch):
+ """Logs every 25 dataflows and on the final entry."""
+
+ def fake_fetch_one(df_id, _agency):
+ return (
+ f"{df_id}:all:all:available:all:()",
+ {"key_values": [], "full_response": {}},
+ )
+
+ monkeypatch.setattr(gc, "_fetch_one_constraint", fake_fetch_one)
+ dataflows = {f"DF{i}": {"agencyID": "IMF"} for i in range(26)}
+ out = gc.fetch_constraints(dataflows)
+ assert len(out) == 26
+
+
+class TestDeriveDataflowGroups:
+ """Tests for ``derive_dataflow_groups``."""
+
+ def test_groups_and_sorts(self):
+ """Dataflows are grouped by agency and sorted by id."""
+ dataflows = {
+ "DF2": {
+ "urn": "u2",
+ "agencyID": "A",
+ "id": "DF2",
+ "version": "1.0",
+ "name": "n2",
+ "description": "d2",
+ },
+ "DF1": {
+ "urn": "u1",
+ "agencyID": "A",
+ "id": "DF1",
+ "version": "1.0",
+ "name": "n1",
+ "description": "d1",
+ },
+ "DFX": {
+ "urn": "ux",
+ "agencyID": "B",
+ "id": "DFX",
+ "version": "1.0",
+ "name": "nx",
+ "description": "dx",
+ },
+ }
+ groups = gc.derive_dataflow_groups(dataflows)
+ assert [d["id"] for d in groups["A"]] == ["DF1", "DF2"]
+ assert [d["id"] for d in groups["B"]] == ["DFX"]
+
+
+class TestMain:
+ """Tests for ``main``."""
+
+ def test_main_writes_blob(self, monkeypatch, tmp_path):
+ """``main`` collects fetchers and writes a compressed blob."""
+ cache_file = tmp_path / "imf_cache.json.xz"
+ assets_dir = tmp_path
+ monkeypatch.setattr(gc, "CACHE_FILE", cache_file)
+ monkeypatch.setattr(gc, "ASSETS_DIR", assets_dir)
+
+ monkeypatch.setattr(
+ gc,
+ "fetch_dataflows",
+ lambda: {
+ "DF1": {
+ "agencyID": "IMF",
+ "id": "DF1",
+ "urn": "u",
+ "version": "1.0",
+ "name": "N",
+ "description": "D",
+ }
+ },
+ )
+ monkeypatch.setattr(gc, "fetch_datastructures", lambda: {"DSD": {}})
+ monkeypatch.setattr(gc, "fetch_conceptschemes", lambda: {"CS": {}})
+ monkeypatch.setattr(
+ gc, "fetch_codelists", lambda: ({"CL": {"A": "Annual"}}, {"CL": {"A": "A"}})
+ )
+ monkeypatch.setattr(gc, "fetch_hierarchies", lambda: {"H": {}})
+ monkeypatch.setattr(gc, "fetch_constraints", lambda _d: {"k": {}})
+
+ result = gc.main()
+ assert result is None
+ assert cache_file.exists()
+
+ with lzma.open(cache_file, "rb") as fh:
+ blob = json.loads(fh.read().decode("utf-8"))
+
+ assert set(blob.keys()) == {
+ "dataflows",
+ "datastructures",
+ "conceptschemes",
+ "dataflow_groups",
+ "metadata_cache",
+ "constraints_cache",
+ "codelist_cache",
+ "codelist_descriptions",
+ "dataflow_parameters",
+ "dataflow_indicators",
+ "hierarchies",
+ }
+ assert blob["dataflows"]["DF1"]["id"] == "DF1"
+ assert blob["dataflow_groups"]["IMF"][0]["id"] == "DF1"
+ assert blob["constraints_cache"] == {"k": {}}
+ assert blob["metadata_cache"] == {}
+
+
+class TestModuleEntrypoint:
+ """Tests to exercise the ``__main__`` guard."""
+
+ def test_session_headers(self):
+ """Module-level session has IMF-specific headers."""
+ assert gc._session.headers["Accept"] == "application/json"
+ assert "openbb-imf" in gc._session.headers["User-Agent"]
+
+ def test_get_raises_unreachable_runtime_branch(self, monkeypatch):
+ """Verify the unreachable ``raise`` after the loop is wired."""
+ # We invoke _get with retries=0 โ the for loop body never runs,
+ # so we hit the final ``raise requests.RequestException`` line.
+ monkeypatch.setattr(gc.time, "sleep", lambda *_a, **_kw: None)
+ with pytest.raises(requests.RequestException, match="failed after"):
+ gc._get("http://x", retries=0, backoff=0.0)
+
+
+class TestSessionGetCalled:
+ """Smoke test: confirm ``_session.get`` is wired in fetchers."""
+
+ def test_fetch_dataflows_calls_session(self, monkeypatch):
+ """The ``_get`` helper is hit and uses the seeded URL."""
+ captured = {}
+
+ def fake_session_get(url, timeout=300):
+ captured["url"] = url
+ return _FakeResp(200, {"data": {"dataflows": []}})
+
+ monkeypatch.setattr(gc._session, "get", fake_session_get)
+ gc.fetch_dataflows()
+ assert "dataflow" in captured["url"]
+
+
+class TestScriptEntrypoint:
+ """Tests for the ``__main__`` guard."""
+
+ @pytest.mark.filterwarnings("ignore::RuntimeWarning")
+ def test_script_run_invokes_main_and_exits(self, monkeypatch, tmp_path):
+ """Running the module as a script triggers ``sys.exit(main())``."""
+ import runpy
+
+ cache_file = tmp_path / "imf_cache.json.xz"
+
+ def fake_session_get(self, *_a, **_kw): # noqa: ARG001
+ return _FakeResp(200, {"data": {}})
+
+ monkeypatch.setattr("requests.sessions.Session.get", fake_session_get)
+ monkeypatch.setattr(gc.time, "sleep", lambda *_a, **_kw: None)
+ monkeypatch.setattr(
+ "openbb_imf.utils.generate_cache.CACHE_FILE",
+ cache_file,
+ raising=True,
+ )
+ monkeypatch.setattr(
+ "openbb_imf.utils.generate_cache.ASSETS_DIR",
+ tmp_path,
+ raising=True,
+ )
+
+ # runpy re-executes the module body in a fresh namespace; module-level
+ # names (CACHE_FILE/ASSETS_DIR) get recomputed from the script path,
+ # so we also need to redirect lzma.open and Path.mkdir for safety.
+ real_open = lzma.open
+
+ def safe_lzma_open(*_a, **kw):
+ return real_open(cache_file, "wb", format=lzma.FORMAT_XZ, preset=6)
+
+ monkeypatch.setattr(lzma, "open", safe_lzma_open)
+
+ from pathlib import Path as _P
+
+ real_mkdir = _P.mkdir
+
+ def fake_mkdir(self, *_a, **_kw):
+ return real_mkdir(tmp_path, parents=True, exist_ok=True)
+
+ monkeypatch.setattr(_P, "mkdir", fake_mkdir)
+
+ # Stub stat so the post-write size lookup hits our tmp file.
+ # Pass-through for any other path (pathlib's ``is_dir``/``mkdir``
+ # internals also call ``Path.stat``; redirecting those breaks the
+ # ``exist_ok=True`` recovery path on Python 3.10).
+ real_stat = _P.stat
+
+ def fake_stat(self, *args, **kw):
+ target = cache_file if str(self).endswith("imf_cache.json.xz") else self
+ return real_stat(target, *args, **kw)
+
+ monkeypatch.setattr(_P, "stat", fake_stat)
+
+ with pytest.raises(SystemExit):
+ runpy.run_module("openbb_imf.utils.generate_cache", run_name="__main__")
diff --git a/openbb_platform/providers/imf/tests/test_helpers.py b/openbb_platform/providers/imf/tests/test_helpers.py
index dba004e1748..7274d38afe4 100644
--- a/openbb_platform/providers/imf/tests/test_helpers.py
+++ b/openbb_platform/providers/imf/tests/test_helpers.py
@@ -1,17 +1,29 @@
"""Tests for IMF helper utilities."""
# ruff: noqa: I001
-# pylint: disable=W0621,W0613,W0612,W0212,R0903,C0302,C0415
from unittest.mock import MagicMock, patch
import pytest
from openbb_core.app.model.abstract.error import OpenBBError
from openbb_imf.utils.helpers import (
+ _build_dimension_lookups,
+ _parse_compound_code,
+ build_codelist_to_hierarchies_map,
+ build_hierarchy_to_codelist_map,
+ build_time_period_params,
detect_indicator_dimensions,
detect_transform_dimension,
+ extract_all_codelists_from_hierarchy,
normalize_country_label,
+ parse_agency_from_urn,
+ parse_codelist_id_from_urn,
+ parse_codelist_urn,
+ parse_indicator_code_from_urn,
+ parse_search_query,
+ parse_time_period,
resolve_country_code,
+ translate_error_message,
)
@@ -188,7 +200,6 @@ class TestDetectTransformDimension:
detect_transform_dimension("CPI")
)
- # Direct codes should be accessible (case-insensitive)
assert "ix" in transform_lookup
assert "pc_pa" in transform_lookup
assert transform_lookup["ix"] == "IX"
@@ -222,7 +233,6 @@ class TestDetectIndicatorDimensions:
def test_indicator_dimension_mapping(self):
"""Test that indicators are mapped to correct dimensions."""
mock_metadata = MagicMock()
- # Mock get_dataflow_parameters to return dimension -> codes mapping
mock_metadata.get_dataflow_parameters.return_value = {
"INDICATOR": [
{"value": "GDP", "label": "GDP"},
@@ -254,7 +264,6 @@ class TestDetectIndicatorDimensions:
mock_metadata.dataflows = {}
mock_metadata.datastructures = {}
- # "UNKNOWN" is not in any dimension - raises OpenBBError
with pytest.raises(OpenBBError):
detect_indicator_dimensions("TEST", ["GDP", "UNKNOWN"], mock_metadata)
@@ -268,7 +277,6 @@ class TestDetectIndicatorDimensions:
mock_metadata.dataflows = {}
mock_metadata.datastructures = {}
- # Compound code: S1_I1 (underscore separator)
result = detect_indicator_dimensions("TEST", ["S1_I1"], mock_metadata)
assert "SECTOR" in result
@@ -295,7 +303,6 @@ class TestDetectIndicatorDimensions:
}
}
- # Compound code with missing dimension: S1 (implies wildcard for INDICATOR)
result = detect_indicator_dimensions("TEST", ["S1"], mock_metadata)
assert "SECTOR" in result
@@ -324,6 +331,632 @@ class TestDetectIndicatorDimensions:
mock_metadata.dataflows = {}
mock_metadata.datastructures = {}
- # When metadata fails, the function should raise an error for invalid codes
with pytest.raises(OpenBBError):
detect_indicator_dimensions("TEST", ["GDP", "CPI"], mock_metadata)
+
+
+class TestBuildDimensionLookups:
+ """Tests for _build_dimension_lookups."""
+
+ def test_params_exception_handled(self):
+ """Exception from get_dataflow_parameters is swallowed."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.side_effect = RuntimeError("boom")
+ meta.dataflows = {}
+ meta.datastructures = {}
+ code_to_dim, codes_by_dim, dim_order = _build_dimension_lookups("X", meta)
+ assert code_to_dim == {}
+ assert codes_by_dim == {}
+ assert dim_order == []
+
+ def test_dim_order_skips_trailing_and_transform(self):
+ """TIME_PERIOD/FREQUENCY/TRANSFORMATION-like dims are filtered out."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {}
+ meta.dataflows = {"DF": {"structureRef": {"id": "DSD"}}}
+ meta.datastructures = {
+ "DSD": {
+ "dimensions": [
+ {"id": "SECTOR"},
+ {"id": "FREQUENCY"},
+ {"id": "TIME_PERIOD"},
+ {"id": "TYPE_OF_TRANSFORMATION"},
+ {"id": "MY_TRANSFORM"},
+ {"id": "INDICATOR"},
+ {"id": ""},
+ ]
+ }
+ }
+ _ct, _cb, dim_order = _build_dimension_lookups("DF", meta)
+ assert dim_order == ["SECTOR", "INDICATOR"]
+
+ def test_dsd_exception_handled(self):
+ """Exception inside DSD inspection is swallowed."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {}
+
+ class _DataflowsRaises:
+ def get(self, *_, **__):
+ raise RuntimeError("nope")
+
+ meta.dataflows = _DataflowsRaises()
+ meta.datastructures = {}
+ _ct, _cb, dim_order = _build_dimension_lookups("DF", meta)
+ assert dim_order == []
+
+
+class TestParseCompoundCode:
+ """Tests for _parse_compound_code."""
+
+ def test_unmatched_parts(self):
+ """Unmatched parts are returned as-is."""
+ code_to_dim = {"S1": "SECTOR"}
+ matched, unmatched = _parse_compound_code("S1_X9_T", code_to_dim)
+ assert matched == [("SECTOR", "S1")]
+ assert unmatched == ["X9", "T"]
+
+ def test_duplicate_dimension_skipped(self):
+ """A second match for the same dimension is skipped."""
+ code_to_dim = {"S1": "SECTOR", "S2": "SECTOR", "I1": "INDICATOR"}
+ matched, unmatched = _parse_compound_code("S1_S2_I1", code_to_dim)
+ # First match for SECTOR wins; S2 becomes unmatched
+ matched_dims = [m[0] for m in matched]
+ assert matched_dims.count("SECTOR") == 1
+ assert "S2" in unmatched
+
+
+class TestDetectIndicatorDimensionsExtra:
+ """Extra branches for detect_indicator_dimensions."""
+
+ def test_wildcard_with_indicator(self):
+ """Wildcard maps to INDICATOR when available."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}]
+ }
+ meta.dataflows = {}
+ meta.datastructures = {}
+ result = detect_indicator_dimensions("X", ["*"], meta)
+ assert result["INDICATOR"] == ["*"]
+
+ def test_wildcard_with_no_indicator_dim_uses_first(self):
+ """Wildcard falls back to first known dimension when no INDICATOR."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "SECTOR": [{"value": "S1", "label": "Sector 1"}]
+ }
+ meta.dataflows = {}
+ meta.datastructures = {}
+ result = detect_indicator_dimensions("X", ["*"], meta)
+ assert "*" in result.get("SECTOR", [])
+
+ def test_wildcard_with_empty_lookups(self):
+ """Wildcard falls back to INDICATOR when no codes mapped."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {}
+ meta.dataflows = {}
+ meta.datastructures = {}
+ result = detect_indicator_dimensions("X", ["*"], meta)
+ assert result["INDICATOR"] == ["*"]
+
+ def test_compound_skips_duplicate_dimension_match(self):
+ """Compound code dedups same code per dimension list."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "SECTOR": [{"value": "S1", "label": "S1"}],
+ "INDICATOR": [{"value": "I1", "label": "I1"}],
+ }
+ meta.dataflows = {}
+ meta.datastructures = {}
+ result = detect_indicator_dimensions("X", ["S1_I1", "S1_I1"], meta)
+ assert result["SECTOR"] == ["S1"]
+ assert result["INDICATOR"] == ["I1"]
+
+ def test_error_with_country_match_uses_full_order(self):
+ """Error message uses full dim order when COUNTRY/REF_AREA was matched."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "REF_AREA": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ }
+ meta.dataflows = {"X": {"structureRef": {"id": "DSD"}}}
+ meta.datastructures = {
+ "DSD": {
+ "dimensions": [
+ {"id": "REF_AREA"},
+ {"id": "INDICATOR"},
+ ]
+ }
+ }
+ with pytest.raises(OpenBBError) as exc_info:
+ detect_indicator_dimensions("X", ["USA_BAD"], meta)
+ assert "BAD" in str(exc_info.value)
+
+ def test_error_message_with_expected_dim(self):
+ """Error message lists expected dimension samples."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "SECTOR": [{"value": "S1", "label": "S1"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ }
+ meta.dataflows = {"X": {"structureRef": {"id": "DSD"}}}
+ meta.datastructures = {
+ "DSD": {"dimensions": [{"id": "SECTOR"}, {"id": "INDICATOR"}]}
+ }
+ with pytest.raises(OpenBBError) as exc_info:
+ detect_indicator_dimensions("X", ["S1_BAD"], meta)
+ msg = str(exc_info.value)
+ assert "BAD" in msg
+ assert "INDICATOR" in msg or "unrecognized" in msg
+
+ def test_unmatched_beyond_dim_order(self):
+ """Unmatched segment beyond dimension order falls to 'unrecognized'."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "SECTOR": [{"value": "S1", "label": "S1"}],
+ }
+ meta.dataflows = {"X": {"structureRef": {"id": "DSD"}}}
+ meta.datastructures = {"DSD": {"dimensions": [{"id": "SECTOR"}]}}
+ with pytest.raises(OpenBBError) as exc_info:
+ detect_indicator_dimensions("X", ["S1_BAD_EXTRA"], meta)
+ assert "unrecognized" in str(exc_info.value) or "EXTRA" in str(exc_info.value)
+
+ def test_unexpected_exception_falls_back(self):
+ """Unexpected error inside try-block falls back to plain INDICATOR mapping."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ }
+ meta.dataflows = {}
+ meta.datastructures = {}
+ with patch(
+ "openbb_imf.utils.helpers._parse_compound_code",
+ side_effect=RuntimeError("kaboom"),
+ ):
+ result = detect_indicator_dimensions("X", ["UNKNOWN"], meta)
+ assert result == {"INDICATOR": ["UNKNOWN"]}
+
+
+class TestDetectTransformDimensionExtra:
+ """Branches in detect_transform_dimension not covered elsewhere."""
+
+ def test_currency_and_percent_gdp(self, monkeypatch):
+ """Labels matching currency/percent_gdp map correctly."""
+ from openbb_imf.utils import helpers as helpers_mod
+
+ class FakeMeta:
+ def get_dataflow_parameters(self, _dataflow):
+ return {
+ "TRANSFORMATION": [
+ {"value": "PG", "label": "Percent of GDP"},
+ {"value": "DC", "label": "Domestic currency"},
+ ]
+ }
+
+ monkeypatch.setattr("openbb_imf.utils.metadata.ImfMetadata", FakeMeta)
+ _td, _ud, t_lookup, _ul = helpers_mod.detect_transform_dimension("CPI")
+ assert t_lookup.get("percent_gdp") == "PG"
+ assert t_lookup.get("currency") == "DC"
+
+ def test_unit_percent_label(self, monkeypatch):
+ """UNIT dimension picks up percent variants."""
+ from openbb_imf.utils import helpers as helpers_mod
+
+ class FakeMeta:
+ def get_dataflow_parameters(self, _dataflow):
+ return {
+ "UNIT": [
+ {"value": "PCT", "label": "Percent change"},
+ ]
+ }
+
+ monkeypatch.setattr("openbb_imf.utils.metadata.ImfMetadata", FakeMeta)
+ _td, ud, _tl, u_lookup = helpers_mod.detect_transform_dimension("X")
+ assert ud == "UNIT"
+ assert u_lookup.get("percent") == "PCT"
+
+ def test_metadata_keyerror_swallowed(self, monkeypatch):
+ """KeyError from metadata results in empty lookups."""
+ from openbb_imf.utils import helpers as helpers_mod
+
+ class FakeMeta:
+ def get_dataflow_parameters(self, _dataflow):
+ raise KeyError("missing")
+
+ monkeypatch.setattr("openbb_imf.utils.metadata.ImfMetadata", FakeMeta)
+ td, ud, tl, ul = helpers_mod.detect_transform_dimension("X")
+ assert td is None
+ assert ud is None
+ assert tl == {}
+ assert ul == {}
+
+
+class TestParseTimePeriod:
+ """Tests for parse_time_period."""
+
+ def test_empty_string(self):
+ """Empty string returns empty."""
+ assert parse_time_period("") == ""
+
+ def test_monthly(self):
+ """YYYY-Mm becomes period end of month."""
+ assert parse_time_period("2023-M02") == "2023-02-28"
+ assert parse_time_period("2024-M02") == "2024-02-29"
+
+ def test_monthly_malformed(self):
+ """Extra split parts return input untouched."""
+ assert parse_time_period("2023-M01-M02") == "2023-M01-M02"
+
+ def test_quarterly(self):
+ """YYYY-Qn becomes quarter-end date."""
+ assert parse_time_period("2023-Q1") == "2023-03-31"
+ assert parse_time_period("2023-Q4") == "2023-12-31"
+
+ def test_quarterly_malformed(self):
+ """Multi-Q strings return input untouched."""
+ assert parse_time_period("2023-Q1-Q2") == "2023-Q1-Q2"
+
+ def test_quarterly_unknown_quarter(self):
+ """Unknown quarter falls back to December."""
+ assert parse_time_period("2023-Q9") == "2023-12-31"
+
+ def test_yearly(self):
+ """Bare year becomes Dec 31."""
+ assert parse_time_period("2024") == "2024-12-31"
+
+ def test_passthrough(self):
+ """Strings not matching known formats pass through."""
+ assert parse_time_period("2024-01-15") == "2024-01-15"
+ assert parse_time_period("abc") == "abc"
+
+ def test_invalid_month_returns_input(self):
+ """Invalid month (13) triggers ValueError and returns input."""
+ assert parse_time_period("2023-M13") == "2023-M13"
+
+
+class TestParseAgencyFromUrn:
+ """Tests for parse_agency_from_urn."""
+
+ def test_simple(self):
+ """Parses agency from URN."""
+ urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=ISORA:CL_X(1.0+.0).A"
+ assert parse_agency_from_urn(urn) == "ISORA"
+
+ def test_compound_agency(self):
+ """Parses compound agency."""
+ urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_X(1.0+.0).A"
+ assert parse_agency_from_urn(urn) == "IMF.STA"
+
+ def test_no_equals(self):
+ """Returns None for URN without '='."""
+ assert parse_agency_from_urn("no-equals-here:foo") is None
+
+ def test_no_colon(self):
+ """Returns None for URN without ':'."""
+ assert parse_agency_from_urn("foo=bar") is None
+
+ def test_empty(self):
+ """Empty input returns None."""
+ assert parse_agency_from_urn("") is None
+
+ def test_malformed_after_equals(self):
+ """Returns None when no colon after equals."""
+ # has ":" elsewhere but not after "=" โ split would fail
+ assert parse_agency_from_urn("urn:sdmx=onlypart") is None
+
+ def test_string_method_raises_returns_none(self):
+ """Defensive except: rsplit raising returns None."""
+
+ class WeirdStr(str):
+ def rsplit(self, *_a, **_kw):
+ raise RuntimeError("boom")
+
+ # Passes early "=" and ":" checks because __contains__ inherited
+ assert parse_agency_from_urn(WeirdStr("a=b:c")) is None
+
+
+class TestParseIndicatorCodeFromUrn:
+ """Tests for parse_indicator_code_from_urn."""
+
+ def test_simple(self):
+ """Parses indicator code from URN."""
+ urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_X(4.0+.0).INTINC"
+ assert parse_indicator_code_from_urn(urn) == "INTINC"
+
+ def test_no_dot(self):
+ """No dot returns None."""
+ assert parse_indicator_code_from_urn("nodothere") is None
+
+ def test_empty(self):
+ """Empty returns None."""
+ assert parse_indicator_code_from_urn("") is None
+
+
+class TestParseCodelistIdFromUrn:
+ """Tests for parse_codelist_id_from_urn."""
+
+ def test_simple(self):
+ """Parses codelist ID."""
+ urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_BOP(10.0+.0).CAB"
+ assert parse_codelist_id_from_urn(urn) == "CL_BOP"
+
+ def test_no_colon(self):
+ """Missing colon returns None."""
+ assert parse_codelist_id_from_urn("nocolon(x)") is None
+
+ def test_no_paren(self):
+ """Missing paren returns None."""
+ assert parse_codelist_id_from_urn("a:b") is None
+
+ def test_empty(self):
+ """Empty returns None."""
+ assert parse_codelist_id_from_urn("") is None
+
+ def test_string_method_raises_returns_none(self):
+ """Defensive except: rsplit raising returns None."""
+
+ class WeirdStr(str):
+ def rsplit(self, *_a, **_kw):
+ raise RuntimeError("boom")
+
+ assert parse_codelist_id_from_urn(WeirdStr("a:b(c)")) is None
+
+
+class TestParseSearchQuery:
+ """Tests for parse_search_query."""
+
+ def test_or_groups(self):
+ """OR groups separated by pipe."""
+ result = parse_search_query('inflation | "consumer price"')
+ assert result == [["inflation"], ["consumer price"]]
+
+ def test_simple_and(self):
+ """Whitespace creates AND terms."""
+ assert parse_search_query("gdp growth") == [["gdp", "growth"]]
+
+ def test_plus_treated_as_space(self):
+ """Plus separates AND terms."""
+ assert parse_search_query("gdp+growth") == [["gdp", "growth"]]
+
+ def test_stop_words_filtered(self):
+ """Stop words like 'of' / 'the' are dropped."""
+ assert parse_search_query("of the gdp") == [["gdp"]]
+
+ def test_quoted_with_leading_term(self):
+ """Bare term before quote is processed."""
+ result = parse_search_query('gdp "consumer price"')
+ assert result == [["gdp", "consumer price"]]
+
+ def test_quoted_with_attached_leading_term(self):
+ """Term butted up against opening quote is processed then quote starts."""
+ result = parse_search_query('gdp"consumer price"')
+ assert result == [["gdp", "consumer price"]]
+
+ def test_quoted_attached_stop_word_dropped(self):
+ """Stop-word attached to opening quote is dropped from output."""
+ result = parse_search_query('the"price"')
+ assert result == [["price"]]
+
+ def test_quoted_with_empty_close(self):
+ """An empty quoted region is skipped."""
+ result = parse_search_query('"" inflation')
+ assert result == [["inflation"]]
+
+ def test_empty_or_part_skipped(self):
+ """Empty OR groups are skipped."""
+ assert parse_search_query("inflation | | gdp") == [["inflation"], ["gdp"]]
+
+ def test_only_stop_words(self):
+ """A part containing only stop words produces no group."""
+ assert parse_search_query("of the") == []
+
+ def test_punctuation_strip(self):
+ """Trailing punctuation is stripped."""
+ result = parse_search_query("gdp.")
+ assert result == [["gdp"]]
+
+
+class TestBuildTimePeriodParams:
+ """Tests for build_time_period_params."""
+
+ def test_none_input(self):
+ """None constraints return empties."""
+ assert build_time_period_params(None) == ([], None)
+
+ def test_empty_dict(self):
+ """Empty dict returns empties."""
+ opts, count = build_time_period_params({})
+ assert opts == []
+ assert count is None
+
+ def test_full_payload(self):
+ """Full payload yields start/end/series_count."""
+ resp = {
+ "full_response": {
+ "data": {
+ "contentConstraints": [
+ {
+ "annotations": [
+ {"id": "time_period_start", "title": "2000-01"},
+ {"id": "time_period_end", "title": "2024-12"},
+ {"id": "series_count", "title": "42"},
+ {"id": "other", "title": "ignored"},
+ ]
+ }
+ ]
+ }
+ }
+ }
+ opts, count = build_time_period_params(resp)
+ assert {"label": "Start Date: 2000-01", "value": "2000-01"} in opts
+ assert {"label": "End Date: 2024-12", "value": "2024-12"} in opts
+ assert count == "42"
+
+ def test_no_content_constraints(self):
+ """Empty contentConstraints returns empty options."""
+ resp = {"full_response": {"data": {"contentConstraints": []}}}
+ opts, count = build_time_period_params(resp)
+ assert opts == []
+ assert count is None
+
+
+class TestParseCodelistUrn:
+ """Tests for parse_codelist_urn."""
+
+ def test_simple(self):
+ """Parses codelist URN."""
+ urn = (
+ "urn:sdmx:com.epam.quanthub.sdmxplus.infomodel.Glossary="
+ "IMF.STA:CL_FSIBSIS(4.0+.0)"
+ )
+ assert parse_codelist_urn(urn) == "CL_FSIBSIS"
+
+ def test_empty(self):
+ """Empty returns None."""
+ assert parse_codelist_urn("") is None
+
+ def test_no_equals(self):
+ """No '=' returns None."""
+ assert parse_codelist_urn("noequals") is None
+
+ def test_string_method_raises_returns_none(self):
+ """Defensive except: rsplit raising returns None."""
+
+ class WeirdStr(str):
+ def rsplit(self, *_a, **_kw):
+ raise RuntimeError("boom")
+
+ assert parse_codelist_urn(WeirdStr("a=b")) is None
+
+
+class TestExtractAllCodelistsFromHierarchy:
+ """Tests for extract_all_codelists_from_hierarchy."""
+
+ def test_empty(self):
+ """Hierarchy with no codes returns empty set."""
+ assert extract_all_codelists_from_hierarchy({}) == set()
+
+ def test_recursive(self):
+ """Nested hierarchies are scanned."""
+ urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_TOP(1.0+.0).A"
+ sub_urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_SUB(1.0+.0).B"
+ hier = {
+ "hierarchicalCodes": [
+ {
+ "code": urn,
+ "hierarchicalCodes": [{"code": sub_urn}],
+ }
+ ]
+ }
+ result = extract_all_codelists_from_hierarchy(hier)
+ assert "CL_TOP" in result
+ assert "CL_SUB" in result
+
+ def test_empty_code(self):
+ """Entry with empty code is skipped."""
+ hier = {"hierarchicalCodes": [{"code": ""}]}
+ assert extract_all_codelists_from_hierarchy(hier) == set()
+
+ def test_non_list_hcodes(self):
+ """Non-list hierarchicalCodes returns empty set."""
+ assert extract_all_codelists_from_hierarchy({"hierarchicalCodes": "x"}) == set()
+
+
+class TestBuildHierarchyToCodelistMap:
+ """Tests for build_hierarchy_to_codelist_map."""
+
+ def test_via_annotation(self):
+ """Mapping is derived from owningCodelistUrn annotation."""
+ urn = (
+ "urn:sdmx:com.epam.quanthub.sdmxplus.infomodel.Glossary="
+ "IMF.STA:CL_X(1.0+.0)"
+ )
+ hierarchies = {
+ "H1": {"annotations": [{"id": "owningCodelistUrn", "text": urn}]}
+ }
+ mapping = build_hierarchy_to_codelist_map(hierarchies)
+ assert mapping == {"H1": "CL_X"}
+
+ def test_fallback_to_first_code(self):
+ """Falls back to first hierarchicalCode when no annotation."""
+ code_urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF:CL_FIRST(1.0+.0).A"
+ hierarchies = {"H1": {"hierarchicalCodes": [{"code": code_urn}]}}
+ mapping = build_hierarchy_to_codelist_map(hierarchies)
+ assert mapping == {"H1": "CL_FIRST"}
+
+ def test_no_match(self):
+ """Empty hierarchy yields nothing."""
+ assert build_hierarchy_to_codelist_map({"H1": {}}) == {}
+
+ def test_annotation_without_urn(self):
+ """Annotation with empty URN falls back to hierarchicalCodes."""
+ hierarchies = {
+ "H1": {
+ "annotations": [{"id": "owningCodelistUrn", "text": ""}],
+ "hierarchicalCodes": [
+ {
+ "code": (
+ "urn:sdmx:org.sdmx.infomodel.codelist.Code="
+ "IMF:CL_FALLBACK(1.0+.0).A"
+ )
+ }
+ ],
+ }
+ }
+ mapping = build_hierarchy_to_codelist_map(hierarchies)
+ assert mapping == {"H1": "CL_FALLBACK"}
+
+
+class TestBuildCodelistToHierarchiesMap:
+ """Tests for build_codelist_to_hierarchies_map."""
+
+ def test_basic(self):
+ """Reverse mapping covers all codelists."""
+ urn1 = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF:CL_A(1.0+.0).X"
+ urn2 = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF:CL_B(1.0+.0).Y"
+ hierarchies = {
+ "H1": {"hierarchicalCodes": [{"code": urn1}, {"code": urn2}]},
+ "H2": {"hierarchicalCodes": [{"code": urn1}]},
+ }
+ mapping = build_codelist_to_hierarchies_map(hierarchies)
+ assert set(mapping["CL_A"]) == {"H1", "H2"}
+ assert mapping["CL_B"] == ["H1"]
+
+ def test_dedupes_hierarchy(self):
+ """Same hierarchy ID is not duplicated."""
+ urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF:CL_A(1.0+.0).X"
+ hierarchies = {"H1": {"hierarchicalCodes": [{"code": urn}, {"code": urn}]}}
+ mapping = build_codelist_to_hierarchies_map(hierarchies)
+ assert mapping["CL_A"] == ["H1"]
+
+
+class TestTranslateErrorMessage:
+ """Tests for translate_error_message."""
+
+ def test_dim_translation(self):
+ """COUNTRY/INDICATOR mapped to user-friendly names."""
+ msg = "Invalid value for 'COUNTRY'"
+ assert "'country'" in translate_error_message(msg)
+
+ def test_frequency_value_translation(self):
+ """Frequency code 'A' maps to 'annual'."""
+ msg = "Invalid value 'A'"
+ out = translate_error_message(msg)
+ assert "'annual'" in out
+
+ def test_dimension_phrase_replacement(self):
+ """`'X'` quoted dimensions are translated."""
+ msg = "Invalid dimension 'BOP_ACCOUNTING_ENTRY'"
+ out = translate_error_message(msg)
+ assert "'accounting_entry'" in out
+
+ def test_codes_phrase_replacement(self):
+ """`X codes` becomes ` codes`."""
+ msg = "Available SECTOR codes: x"
+ out = translate_error_message(msg)
+ assert "sector codes" in out
+
+ def test_double_quote_variant(self):
+ """Double-quoted dimension name is also translated."""
+ msg = 'Invalid value for "COUNTRY"'
+ assert '"country"' in translate_error_message(msg)
diff --git a/openbb_platform/providers/imf/tests/test_imf_fetchers.py b/openbb_platform/providers/imf/tests/test_imf_fetchers.py
index ae3c8911978..d0ba0c7c265 100644
--- a/openbb_platform/providers/imf/tests/test_imf_fetchers.py
+++ b/openbb_platform/providers/imf/tests/test_imf_fetchers.py
@@ -4,14 +4,21 @@ from datetime import date
import pytest
from openbb_core.app.service.user_service import UserService
+
from openbb_imf.models.available_indicators import ImfAvailableIndicatorsFetcher
+from openbb_imf.models.balance_of_payments import ImfBalanceOfPaymentsFetcher
from openbb_imf.models.consumer_price_index import ImfConsumerPriceIndexFetcher
+from openbb_imf.models.container_metrics import ImfContainerMetricsFetcher
+from openbb_imf.models.country_activity import ImfCountryActivityFetcher
from openbb_imf.models.direction_of_trade import ImfDirectionOfTradeFetcher
+from openbb_imf.models.disruption_events import ImfDisruptionEventsFetcher
+from openbb_imf.models.disruption_sankey import ImfDisruptionSankeyFetcher
from openbb_imf.models.economic_indicators import ImfEconomicIndicatorsFetcher
from openbb_imf.models.maritime_chokepoint_info import ImfMaritimeChokePointInfoFetcher
from openbb_imf.models.maritime_chokepoint_volume import (
ImfMaritimeChokePointVolumeFetcher,
)
+from openbb_imf.models.monthly_trade import ImfMonthlyTradeFetcher
from openbb_imf.models.port_info import ImfPortInfoFetcher
from openbb_imf.models.port_volume import ImfPortVolumeFetcher
@@ -25,6 +32,7 @@ def vcr_config():
"""VCR configuration."""
return {
"filter_headers": [("User-Agent", None)],
+ "decode_compressed_response": True,
}
@@ -66,13 +74,25 @@ def test_imf_economic_indicators_fetcher(credentials=test_credentials):
assert result is None
-# The data for this request are local files, so we can't record them.
def test_imf_available_indicators_fetcher(credentials=test_credentials):
- """Test the IMF Available Indicators fetcher."""
+ """Test the IMF Available Indicators fetcher.
+
+ The IMF SDMX catalog references a handful of codelists
+ (``CL_NA_MAIN_REF_SECTOR``, ``CL_NA_MAIN_EXPENDITURE``,
+ ``CL_GS_LI_GS_MS``, ``CL_SDG_COMPOSITE_BREAKDOWN``) that aren't
+ published as standalone resources and one dataflow (``FFS``) with
+ no clear indicator dimension; the fetcher warns on these by design.
+ """
+ import warnings as _warnings
+
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+
params = {"query": "gold+volume"}
fetcher = ImfAvailableIndicatorsFetcher()
- result = fetcher.test(params, credentials)
+ with _warnings.catch_warnings():
+ _warnings.simplefilter("ignore", OpenBBWarning)
+ result = fetcher.test(params, credentials)
assert result is None
@@ -140,3 +160,83 @@ def test_imf_maritime_chokepoint_volume_fetcher(credentials=test_credentials):
fetcher = ImfMaritimeChokePointVolumeFetcher()
result = fetcher.test(params, credentials)
assert result is None
+
+
+@pytest.mark.record_http
+def test_imf_balance_of_payments_fetcher(credentials=test_credentials):
+ """Test the ImfBalanceOfPayments fetcher."""
+ params = {
+ "country": "JPN",
+ "frequency": "quarterly",
+ "start_date": date(2023, 1, 1),
+ "end_date": date(2024, 1, 1),
+ }
+
+ fetcher = ImfBalanceOfPaymentsFetcher()
+ result = fetcher.test(params, credentials)
+ assert result is None
+
+
+@pytest.mark.record_http
+def test_imf_container_metrics_fetcher(credentials=test_credentials):
+ """Test the ImfContainerMetrics fetcher."""
+ params = {
+ "metric": "portcalls",
+ "port_ids": "TOP10",
+ "start_date": "2024-01-01",
+ "end_date": "2024-03-31",
+ }
+
+ fetcher = ImfContainerMetricsFetcher()
+ result = fetcher.test(params, credentials)
+ assert result is None
+
+
+@pytest.mark.record_http
+def test_imf_country_activity_fetcher(credentials=test_credentials):
+ """Test the ImfCountryActivity fetcher."""
+ params = {
+ "country_code": "USA",
+ "metric": "portcalls",
+ "start_date": "2024-01-01",
+ "end_date": "2024-01-31",
+ }
+
+ fetcher = ImfCountryActivityFetcher()
+ result = fetcher.test(params, credentials)
+ assert result is None
+
+
+@pytest.mark.record_http
+def test_imf_disruption_events_fetcher(credentials=test_credentials):
+ """Test the ImfDisruptionEvents fetcher."""
+ params = {"alertlevel": "ALL", "active_only": False}
+
+ fetcher = ImfDisruptionEventsFetcher()
+ result = fetcher.test(params, credentials)
+ assert result is None
+
+
+@pytest.mark.record_http
+def test_imf_disruption_sankey_fetcher(credentials=test_credentials):
+ """Test the ImfDisruptionSankey fetcher."""
+ params = {"event_id": "1001234"}
+
+ fetcher = ImfDisruptionSankeyFetcher()
+ result = fetcher.test(params, credentials)
+ assert result is None
+
+
+@pytest.mark.record_http
+def test_imf_monthly_trade_fetcher(credentials=test_credentials):
+ """Test the ImfMonthlyTrade fetcher."""
+ params = {
+ "code": "USA",
+ "metric": "trade_value",
+ "start_date": "2024-01-01",
+ "end_date": "2024-06-30",
+ }
+
+ fetcher = ImfMonthlyTradeFetcher()
+ result = fetcher.test(params, credentials)
+ assert result is None
diff --git a/openbb_platform/providers/imf/tests/test_imf_router.py b/openbb_platform/providers/imf/tests/test_imf_router.py
new file mode 100644
index 00000000000..763c57b747e
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_imf_router.py
@@ -0,0 +1,1638 @@
+"""Tests for the IMF utilities router."""
+
+# ruff: noqa: I001
+
+from types import SimpleNamespace
+from unittest.mock import AsyncMock, MagicMock, patch
+
+import pytest
+
+from openbb_imf.imf_router import (
+ _APPS_WIDGET_ID_FALLBACK_MAP,
+ _INDENT_UNIT,
+ _dump_economic_indicator_rows,
+ _indent_title,
+ _rewrap_indent,
+ _render_dataflows_markdown,
+ _render_parameters_markdown,
+ _rewrite_widget_ids,
+ get_dataflow_dimensions,
+ get_imf_apps_json,
+ indicator_choices,
+ list_bop_country_choices,
+ list_cpi_country_choices,
+ list_dataflow_choices,
+ list_dataflows,
+ list_table_choices,
+ list_tables,
+ presentation_table,
+ presentation_table_choices,
+ router,
+)
+from openbb_imf.portwatch_router import (
+ container_metrics,
+ country_activity,
+ disruption_events,
+ disruption_sankey,
+ disruptions_map,
+ list_container_port_choices,
+ list_country_choices,
+ list_disruption_event_choices,
+ list_port_id_choices,
+ list_tradenow_region_choices,
+ monthly_trade,
+)
+
+
+class TestIndentHelpers:
+ """Tests for ``_INDENT_UNIT`` and ``_indent_title``."""
+
+ def test_indent_unit_starts_with_gt(self):
+ """The unit string starts with ``>`` then eight non-breaking spaces."""
+ assert _INDENT_UNIT[0] == ">"
+ assert _INDENT_UNIT[1:] == "ย " * 8
+
+ def test_indent_zero_level_returns_title_unchanged(self):
+ """Level 0 (or below) leaves the title untouched."""
+ assert _indent_title("Total", 0) == "Total"
+ assert _indent_title("Total", -1) == "Total"
+
+ def test_indent_positive_level_prefixes_unit(self):
+ """Each positive level prepends one ``_INDENT_UNIT``."""
+ assert _indent_title("Total", 1) == _INDENT_UNIT + "Total"
+ assert _indent_title("Sub", 2) == _INDENT_UNIT * 2 + "Sub"
+
+ def test_indent_non_string_passes_through(self):
+ """Non-string titles short-circuit and return as-is."""
+ assert _indent_title(None, 3) is None
+ assert _indent_title(7, 3) == 7
+
+
+class TestRewrapIndent:
+ """Tests for ``_rewrap_indent``."""
+
+ def test_no_leading_spaces_returns_unchanged(self):
+ """A title without leading whitespace is returned as-is."""
+ assert _rewrap_indent("โธ Header") == "โธ Header"
+ assert _rewrap_indent("") == ""
+
+ def test_three_spaces_becomes_one_indent_unit(self):
+ """Three leading ASCII spaces map to ``_INDENT_UNIT`` (level 1)."""
+ assert (
+ _rewrap_indent(" Financial assets") == _INDENT_UNIT + "Financial assets"
+ )
+
+ def test_six_spaces_becomes_two_indent_units(self):
+ """Six leading ASCII spaces map to two ``_INDENT_UNIT`` markers."""
+ assert (
+ _rewrap_indent(" Monetary gold and SDRs")
+ == _INDENT_UNIT * 2 + "Monetary gold and SDRs"
+ )
+
+ def test_eight_spaces_floor_divides_to_two(self):
+ """Non-multiple leading spaces floor-divide by 3 to a level integer."""
+ assert (
+ _rewrap_indent(" General government")
+ == _INDENT_UNIT * 2 + "General government"
+ )
+
+ def test_eleven_spaces_floor_divides_to_three(self):
+ """Eleven leading spaces collapse to three ``_INDENT_UNIT`` markers."""
+ assert (
+ _rewrap_indent(" General government")
+ == _INDENT_UNIT * 3 + "General government"
+ )
+
+ def test_non_string_passes_through(self):
+ """Non-string inputs short-circuit."""
+ assert _rewrap_indent(None) is None
+ assert _rewrap_indent(7) == 7
+
+ def test_first_character_is_gt_when_indented(self):
+ """Every indented title's first character is the literal ``>``."""
+ for raw in (" A", " B", " C", " D"):
+ out = _rewrap_indent(raw)
+ assert out[0] == ">"
+
+
+class TestDumpEconomicIndicatorRows:
+ """Tests for ``_dump_economic_indicator_rows``."""
+
+ def test_handles_results_attribute(self):
+ """The helper unwraps ``.result`` and serialises each model."""
+ item = SimpleNamespace(model_dump=lambda **kw: {"k": 1})
+ results = SimpleNamespace(result=[item])
+ assert _dump_economic_indicator_rows(results) == [{"k": 1}]
+
+ def test_handles_plain_list(self):
+ """A plain list is iterated directly."""
+ item = SimpleNamespace(model_dump=lambda **kw: {"k": 2})
+ assert _dump_economic_indicator_rows([item]) == [{"k": 2}]
+
+ def test_handles_dict_rows(self):
+ """Dict rows fall through the ``dict(r)`` branch."""
+
+ class _Mapping:
+ """A mapping-like object lacking ``model_dump``."""
+
+ def keys(self):
+ """Expose the single ``k`` key."""
+ return ["k"]
+
+ def __getitem__(self, key):
+ """Return the value for ``k``."""
+ return 3 if key == "k" else None
+
+ assert _dump_economic_indicator_rows([_Mapping()]) == [{"k": 3}]
+
+ def test_handles_empty(self):
+ """Empty or falsy input returns an empty list."""
+ assert _dump_economic_indicator_rows(None) == []
+ assert _dump_economic_indicator_rows([]) == []
+ assert _dump_economic_indicator_rows(SimpleNamespace(result=[])) == []
+
+
+class TestRenderMarkdownHelpers:
+ """Tests for ``_render_dataflows_markdown`` and ``_render_parameters_markdown``."""
+
+ def test_render_parameters_emits_dim_headers(self):
+ """Each dimension produces a level-3 markdown header and a code list."""
+ params = {"COUNTRY": [{"value": "USA", "label": "United States"}]}
+ md = _render_parameters_markdown(params)
+ assert "### `COUNTRY`" in md
+ assert "- `USA` : United States" in md
+ assert "---" in md
+
+ def test_render_dataflows_walks_dataflows(self):
+ """The dataflow renderer pulls indicators, params, and presentations."""
+ metadata = MagicMock()
+ metadata.dataflows = {"TF": {"name": "Test", "description": "Desc"}}
+ metadata.list_all_dataflow_tables.return_value = {
+ "TF": [
+ {
+ "name": "T1",
+ "description": "d1",
+ "id": "P1",
+ "friendly_name": "Friendly",
+ }
+ ]
+ }
+ metadata.get_indicators_in.return_value = [{"code": "X"}]
+ metadata.get_dataflow_parameters.return_value = {"COUNTRY": []}
+
+ md = _render_dataflows_markdown(metadata)
+ assert "## `TF` - Test" in md
+ assert "**Number of Series:** 1" in md
+ assert "**Dimensions:** `COUNTRY`" in md
+ assert "#### T1" in md
+ assert "**Symbol:** `TF::P1`" in md
+ assert "**Friendly Name:** `Friendly`" in md
+ assert "d1" in md
+
+ def test_render_dataflows_drops_duplicate_presentation_names(self):
+ """Duplicate presentation names are emitted only once."""
+ metadata = MagicMock()
+ metadata.dataflows = {"TF": {"name": "X", "description": ""}}
+ metadata.list_all_dataflow_tables.return_value = {
+ "TF": [
+ {"name": "Same", "id": "P1", "description": "Same"},
+ {"name": "Same", "id": "P2", "description": "Same"},
+ ]
+ }
+ metadata.get_indicators_in.return_value = []
+ metadata.get_dataflow_parameters.return_value = {}
+
+ md = _render_dataflows_markdown(metadata)
+ assert md.count("#### Same") == 1
+
+ def test_render_dataflows_tolerates_missing_indicator_dim(self):
+ """A dataflow whose ``get_indicators_in`` raises ``KeyError`` is skipped."""
+ metadata = MagicMock()
+ metadata.dataflows = {
+ "FFS": {"name": "Financial Soundness", "description": "desc"},
+ "OK": {"name": "Other", "description": ""},
+ }
+ metadata.list_all_dataflow_tables.return_value = {}
+
+ def _indicators(df_id):
+ """Raise ``KeyError`` for ``FFS`` only."""
+ if df_id == "FFS":
+ raise KeyError(
+ "Could not find an indicator-like dimension for dataflow 'FFS'."
+ )
+ return [{"indicator": "X"}]
+
+ metadata.get_indicators_in.side_effect = _indicators
+ metadata.get_dataflow_parameters.return_value = {}
+
+ md = _render_dataflows_markdown(metadata)
+ assert "## `FFS` - Financial Soundness" in md
+ assert "## `OK` - Other" in md
+ assert "**Number of Series:** 1" in md
+
+
+class TestChoiceEndpoints:
+ """Tests for the small ``list_*_choices`` async endpoints."""
+
+ @patch("openbb_imf.utils.port_watch_helpers.list_countries")
+ @pytest.mark.asyncio
+ async def test_list_country_choices_delegates(self, mock_list):
+ """``list_country_choices`` defers to ``list_countries``."""
+ mock_list.return_value = [{"label": "USA", "value": "USA"}]
+ assert await list_country_choices() == [{"label": "USA", "value": "USA"}]
+ mock_list.assert_called_once()
+
+ @patch("openbb_imf.utils.port_watch_helpers.get_tradenow_region_choices")
+ @pytest.mark.asyncio
+ async def test_list_tradenow_region_choices(self, mock_get):
+ """The endpoint surfaces the helper's choices unchanged."""
+ mock_get.return_value = [{"label": "WLD", "value": "WLD"}]
+ assert await list_tradenow_region_choices() == [
+ {"label": "WLD", "value": "WLD"}
+ ]
+
+ @patch("openbb_imf.utils.port_watch_helpers.get_container_port_choices")
+ @pytest.mark.asyncio
+ async def test_list_container_port_choices_prepends_top10(self, mock_get):
+ """The container-port endpoint prepends the ``TOP10`` sentinel."""
+ mock_get.return_value = [{"label": "Port A", "value": "1"}]
+ choices = await list_container_port_choices()
+ assert choices[0] == {"label": "Top 10 by Metric", "value": "TOP10"}
+ assert choices[1] == {"label": "Port A", "value": "1"}
+
+ @patch("openbb_imf.utils.port_watch_helpers.get_sankey_event_choices")
+ @pytest.mark.asyncio
+ async def test_list_disruption_event_choices_prepends_latest(self, mock_get):
+ """The disruption endpoint prepends the ``LATEST`` sentinel."""
+ mock_get.return_value = [{"label": "Event A", "value": "1"}]
+ choices = await list_disruption_event_choices()
+ assert choices[0] == {"label": "Latest Disruption", "value": "LATEST"}
+ assert choices[1] == {"label": "Event A", "value": "1"}
+
+
+class TestPresentationTableIndent:
+ """Tests for the ``presentation_table`` post-processing indent logic."""
+
+ def test_indent_rows_via_level_string(self):
+ """A string ``level`` is parsed back into an int before indenting."""
+ rows = [
+ {"title": "A", "level": "0"},
+ {"title": "B", "level": "1"},
+ {"title": "C", "level": "2"},
+ ]
+ for row in rows:
+ level = row.get("level")
+ try:
+ lvl = int(level) if level is not None else 0
+ except (TypeError, ValueError):
+ lvl = 0
+ row["title"] = _indent_title(row.get("title", ""), lvl)
+
+ assert rows[0]["title"] == "A"
+ assert rows[1]["title"] == _INDENT_UNIT + "B"
+ assert rows[2]["title"] == _INDENT_UNIT * 2 + "C"
+
+ def test_indent_rows_with_invalid_level_treats_as_zero(self):
+ """A non-numeric level falls back to level 0 (no indent)."""
+ row = {"title": "X", "level": "bogus"}
+ try:
+ lvl = int(row.get("level"))
+ except (TypeError, ValueError):
+ lvl = 0
+ row["title"] = _indent_title(row.get("title", ""), lvl)
+ assert row["title"] == "X"
+
+
+class TestAppsJson:
+ """Tests for ``get_imf_apps_json``."""
+
+ @pytest.mark.asyncio
+ async def test_returns_apps_json_when_present(self, tmp_path, monkeypatch):
+ """A valid ``apps.json`` next to the router yields a parsed list."""
+ from openbb_imf import imf_router as router_module
+
+ apps_path = tmp_path / "apps.json"
+ apps_path.write_text('[{"name": "Demo"}]', encoding="utf-8")
+
+ monkeypatch.setattr(router_module, "__file__", str(tmp_path / "imf_router.py"))
+
+ assert await get_imf_apps_json() == [{"name": "Demo"}]
+
+ @pytest.mark.asyncio
+ async def test_returns_empty_when_missing(self, tmp_path, monkeypatch):
+ """A missing ``apps.json`` returns the empty fallback list."""
+ from openbb_imf import imf_router as router_module
+
+ monkeypatch.setattr(router_module, "__file__", str(tmp_path / "imf_router.py"))
+ assert await get_imf_apps_json() == []
+
+
+class TestRouterRegistration:
+ """Tests confirming the new fetcher endpoints are registered on the router."""
+
+ def test_country_activity_registered(self):
+ """``country_activity`` is reachable through the router's api routes."""
+ paths = {r.path for r in router.api_router.routes}
+ assert any(p.endswith("/country_activity") for p in paths)
+
+ def test_monthly_trade_registered(self):
+ """``monthly_trade`` is registered."""
+ paths = {r.path for r in router.api_router.routes}
+ assert any(p.endswith("/monthly_trade") for p in paths)
+
+ def test_container_metrics_registered(self):
+ """``container_metrics`` is registered."""
+ paths = {r.path for r in router.api_router.routes}
+ assert any(p.endswith("/container_metrics") for p in paths)
+
+ def test_disruption_events_registered(self):
+ """``disruption_events`` is registered."""
+ paths = {r.path for r in router.api_router.routes}
+ assert any(p.endswith("/disruption_events") for p in paths)
+
+ def test_disruptions_map_registered(self):
+ """``disruptions_map`` is registered."""
+ paths = {r.path for r in router.api_router.routes}
+ assert any(p.endswith("/disruptions_map") for p in paths)
+
+ def test_disruption_sankey_registered(self):
+ """``disruption_sankey`` is registered."""
+ paths = {r.path for r in router.api_router.routes}
+ assert any(p.endswith("/disruption_sankey") for p in paths)
+
+ def test_choice_endpoints_registered(self):
+ """The 4 ``list_*_choices`` endpoints are registered."""
+ paths = {r.path for r in router.api_router.routes}
+ assert any(p.endswith("/list_country_choices") for p in paths)
+ assert any(p.endswith("/list_tradenow_region_choices") for p in paths)
+ assert any(p.endswith("/list_container_port_choices") for p in paths)
+ assert any(p.endswith("/list_disruption_event_choices") for p in paths)
+
+
+def _patched_query_and_obbject(sentinel):
+ """Return contextmanagers patching ``OBBQuery`` and ``OBBject.from_query``."""
+ return (
+ patch("openbb_imf.portwatch_router.OBBQuery", new=MagicMock()),
+ patch(
+ "openbb_imf.portwatch_router.OBBject.from_query",
+ new=AsyncMock(return_value=sentinel),
+ ),
+ )
+
+
+class TestFetcherEndpointBodies:
+ """Invocation tests for the 6 new fetcher-backed endpoint bodies."""
+
+ @pytest.mark.asyncio
+ async def test_country_activity_calls_from_query(self):
+ """``country_activity`` delegates to ``OBBject.from_query``."""
+
+ sentinel = SimpleNamespace(result=[])
+ q_patch, o_patch = _patched_query_and_obbject(sentinel)
+ with q_patch, o_patch as mock_from_query:
+ out = await country_activity(
+ cc=MagicMock(),
+ provider_choices=MagicMock(),
+ standard_params=MagicMock(),
+ extra_params=MagicMock(),
+ )
+ assert out is sentinel
+ mock_from_query.assert_awaited_once()
+
+ @pytest.mark.asyncio
+ async def test_monthly_trade_calls_from_query(self):
+ """``monthly_trade`` delegates to ``OBBject.from_query``."""
+
+ sentinel = SimpleNamespace(result=[])
+ q_patch, o_patch = _patched_query_and_obbject(sentinel)
+ with q_patch, o_patch:
+ out = await monthly_trade(
+ cc=MagicMock(),
+ provider_choices=MagicMock(),
+ standard_params=MagicMock(),
+ extra_params=MagicMock(),
+ )
+ assert out is sentinel
+
+ @pytest.mark.asyncio
+ async def test_container_metrics_calls_from_query(self):
+ """``container_metrics`` delegates to ``OBBject.from_query``."""
+
+ sentinel = SimpleNamespace(result=[])
+ q_patch, o_patch = _patched_query_and_obbject(sentinel)
+ with q_patch, o_patch:
+ out = await container_metrics(
+ cc=MagicMock(),
+ provider_choices=MagicMock(),
+ standard_params=MagicMock(),
+ extra_params=MagicMock(),
+ )
+ assert out is sentinel
+
+ @pytest.mark.asyncio
+ async def test_disruption_events_calls_from_query(self):
+ """``disruption_events`` delegates to ``OBBject.from_query``."""
+
+ sentinel = SimpleNamespace(result=[])
+ q_patch, o_patch = _patched_query_and_obbject(sentinel)
+ with q_patch, o_patch:
+ out = await disruption_events(
+ cc=MagicMock(),
+ provider_choices=MagicMock(),
+ standard_params=MagicMock(),
+ extra_params=MagicMock(),
+ )
+ assert out is sentinel
+
+ @pytest.mark.asyncio
+ async def test_disruptions_map_calls_from_query(self):
+ """``disruptions_map`` delegates to ``OBBject.from_query``."""
+
+ sentinel = SimpleNamespace(result=[])
+ q_patch, o_patch = _patched_query_and_obbject(sentinel)
+ with q_patch, o_patch:
+ out = await disruptions_map(
+ cc=MagicMock(),
+ provider_choices=MagicMock(),
+ standard_params=MagicMock(),
+ extra_params=MagicMock(),
+ )
+ assert out is sentinel
+
+ @pytest.mark.asyncio
+ async def test_disruption_sankey_calls_from_query(self):
+ """``disruption_sankey`` delegates to ``OBBject.from_query``."""
+
+ sentinel = SimpleNamespace(result=[])
+ q_patch, o_patch = _patched_query_and_obbject(sentinel)
+ with q_patch, o_patch:
+ out = await disruption_sankey(
+ cc=MagicMock(),
+ provider_choices=MagicMock(),
+ standard_params=MagicMock(),
+ extra_params=MagicMock(),
+ )
+ assert out is sentinel
+
+
+class TestListDataflows:
+ """Tests for ``list_dataflows``."""
+
+ @pytest.mark.asyncio
+ async def test_json_returns_dataflow_dict(self):
+ """JSON output returns ``metadata.dataflows`` verbatim."""
+ meta = MagicMock()
+ meta.dataflows = {"X": {"name": "X"}}
+ meta.list_all_dataflow_tables.return_value = {}
+ out = await list_dataflows(meta, output_format="json")
+ assert out.results == {"X": {"name": "X"}}
+
+ @pytest.mark.asyncio
+ async def test_markdown_returns_rendered_string(self):
+ """Markdown output delegates to ``_render_dataflows_markdown``."""
+ meta = MagicMock()
+ meta.dataflows = {"X": {"name": "X"}}
+ meta.list_all_dataflow_tables.return_value = {}
+ meta.get_indicators_in.return_value = []
+ meta.get_dataflow_parameters.return_value = {}
+ out = await list_dataflows(meta, output_format="markdown")
+ assert isinstance(out.results, str)
+ assert "## `X`" in out.results
+
+
+class TestGetDataflowDimensions:
+ """Tests for ``get_dataflow_dimensions``."""
+
+ @pytest.mark.asyncio
+ async def test_json_format_returns_params(self):
+ """JSON format returns the raw parameters dict."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {"COUNTRY": []}
+ out = await get_dataflow_dimensions(meta, dataflow_id="X", output_format="json")
+ assert out.results == {"COUNTRY": []}
+
+ @pytest.mark.asyncio
+ async def test_markdown_format_renders(self):
+ """Markdown format goes through ``_render_parameters_markdown``."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [{"value": "USA", "label": "United States"}]
+ }
+ out = await get_dataflow_dimensions(
+ meta, dataflow_id="X", output_format="markdown"
+ )
+ assert "### `COUNTRY`" in out.results
+
+
+class TestListPortIdChoices:
+ """Tests for ``list_port_id_choices``."""
+
+ @pytest.mark.asyncio
+ async def test_delegates_to_helper(self):
+ """The endpoint forwards the helper output unchanged."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_port_id_choices",
+ return_value=[{"label": "Port", "value": "P1"}],
+ ):
+ assert await list_port_id_choices() == [{"label": "Port", "value": "P1"}]
+
+
+class TestListTables:
+ """Tests for ``list_tables``."""
+
+ @pytest.mark.asyncio
+ async def test_builds_imf_table_metadata(self):
+ """Each presentation becomes an ``ImfTableMetadata`` instance."""
+ meta = MagicMock()
+ meta.list_all_dataflow_tables.return_value = {
+ "DF1": [
+ {
+ "id": "T1",
+ "name": "Table 1",
+ "description": " desc ",
+ "agency_id": "IMF.STA",
+ "codelist_id": "CL",
+ }
+ ]
+ }
+ out = await list_tables(meta)
+ assert len(out.results) == 1
+ first = out.results[0]
+ assert first.name == "Table 1"
+ assert first.symbol == "DF1::T1"
+ assert first.description == "desc"
+
+
+class TestListTableChoices:
+ """Tests for ``list_table_choices``."""
+
+ @pytest.mark.asyncio
+ async def test_flattens_presentations(self):
+ """Each presentation becomes a ``{label, value}`` row."""
+ meta = MagicMock()
+ meta.list_all_dataflow_tables.return_value = {
+ "DF1": [{"id": "T1", "name": "Table 1"}],
+ "DF2": [{"id": "T2", "name": "Table 2"}],
+ }
+ out = await list_table_choices(meta)
+ assert {row["value"] for row in out} == {"DF1::T1", "DF2::T2"}
+
+
+class TestListDataflowChoices:
+ """Tests for ``list_dataflow_choices``."""
+
+ @pytest.mark.asyncio
+ async def test_sorts_by_label(self):
+ """Choices are sorted by the human-readable label."""
+ meta = MagicMock()
+ meta.dataflows = {
+ "Z": {"name": "Zeta"},
+ "A": {"name": "Alpha"},
+ }
+ out = await list_dataflow_choices(meta)
+ assert [r["label"] for r in out] == ["Alpha", "Zeta"]
+
+
+class TestPresentationTableChoices:
+ """Tests for the progressive ``presentation_table_choices`` endpoint."""
+
+ @pytest.mark.asyncio
+ async def test_no_dataflow_group_returns_global_choices(self):
+ """With no ``dataflow_group``, the global table_dataflow_choices is returned."""
+ from openbb_imf.utils.constants import table_dataflow_choices
+
+ meta = MagicMock()
+ out = await presentation_table_choices(meta)
+ assert out == table_dataflow_choices
+
+ @pytest.mark.asyncio
+ async def test_dataflow_group_only_returns_table_choices(self):
+ """Group without table returns the table names for that group."""
+ meta = MagicMock()
+ out = await presentation_table_choices(meta, dataflow_group="cpi")
+ assert any(r["value"] == "cpi" for r in out)
+
+ @pytest.mark.asyncio
+ async def test_table_with_country_dim_returns_country_choices(self):
+ """Group+table returns sorted countries using the ``COUNTRY`` dimension."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [
+ {"label": "Zambia", "value": "ZMB"},
+ {"label": "Angola", "value": "AGO"},
+ ]
+ }
+ out = await presentation_table_choices(meta, dataflow_group="cpi", table="cpi")
+ assert [r["value"] for r in out] == ["AGO", "ZMB"]
+
+ @pytest.mark.asyncio
+ async def test_table_with_jurisdiction_dim(self):
+ """When ``COUNTRY`` is absent, fall back to ``JURISDICTION``."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "JURISDICTION": [{"label": "USA", "value": "USA"}]
+ }
+ out = await presentation_table_choices(meta, dataflow_group="cpi", table="cpi")
+ assert out == [{"label": "USA", "value": "USA"}]
+
+ @pytest.mark.asyncio
+ async def test_table_with_ref_area_dim(self):
+ """When neither ``COUNTRY`` nor ``JURISDICTION`` is present, use ``REF_AREA``."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "REF_AREA": [{"label": "World", "value": "WLD"}]
+ }
+ out = await presentation_table_choices(meta, dataflow_group="cpi", table="cpi")
+ assert out == [{"label": "World", "value": "WLD"}]
+
+ @pytest.mark.asyncio
+ async def test_frequency_branch_calls_params_builder(self):
+ """Group+table+country reaches the ``ImfParamsBuilder`` frequency branch."""
+
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {"COUNTRY": [], "FREQUENCY": []}
+ meta.get_dataflow_table_structure.return_value = {
+ "indicators": [
+ {"indicator_code": "X", "dimension_id": "INDICATOR"},
+ {"indicator_code": "X", "dimension_id": "INDICATOR"},
+ {"indicator_code": "Y", "dimension_id": "INDICATOR"},
+ {"indicator_code": None, "dimension_id": "BAD"},
+ ]
+ }
+
+ fake_pb = MagicMock()
+ fake_pb._get_dimensions_in_order.return_value = [
+ "INDICATOR",
+ "COUNTRY",
+ "FREQUENCY",
+ "OTHER",
+ ]
+ fake_pb.get_options_for_dimension.return_value = [
+ {"label": "Annual", "value": "A"}
+ ]
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ return_value=fake_pb,
+ ):
+ out = await presentation_table_choices(
+ meta,
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA,GBR",
+ )
+ assert out == [{"label": "Annual", "value": "A"}]
+ fake_pb.get_options_for_dimension.assert_called_once_with("FREQUENCY")
+ fake_pb.set_dimension.assert_any_call(("INDICATOR", "X+Y"))
+ fake_pb.set_dimension.assert_any_call(("COUNTRY", "USA+GBR"))
+
+ @pytest.mark.asyncio
+ async def test_indicator_long_joined_truncated_to_top20(self):
+ """Joined indicator codes >800 chars are truncated to the first 20."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {"COUNTRY": []}
+ codes = [f"CODE{i:016d}" for i in range(60)]
+ meta.get_dataflow_table_structure.return_value = {
+ "indicators": [
+ {"indicator_code": c, "dimension_id": "INDICATOR"} for c in codes
+ ]
+ }
+
+ fake_pb = MagicMock()
+ fake_pb._get_dimensions_in_order.return_value = ["INDICATOR", "COUNTRY"]
+ fake_pb.get_options_for_dimension.return_value = []
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ return_value=fake_pb,
+ ):
+ await presentation_table_choices(
+ meta,
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA",
+ )
+ ind_call = next(
+ c
+ for c in fake_pb.set_dimension.call_args_list
+ if c.args[0][0] == "INDICATOR"
+ )
+ joined = ind_call.args[0][1]
+ assert len(joined.split("+")) == 20
+
+ @pytest.mark.asyncio
+ async def test_indicator_codes_truncated_to_wildcard(self):
+ """Even truncated to 20, oversize joined codes collapse to ``*``."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {"COUNTRY": []}
+ codes = [f"CODE_{i:0050d}" for i in range(40)]
+ meta.get_dataflow_table_structure.return_value = {
+ "indicators": [
+ {"indicator_code": c, "dimension_id": "INDICATOR"} for c in codes
+ ]
+ }
+
+ fake_pb = MagicMock()
+ fake_pb._get_dimensions_in_order.return_value = ["INDICATOR", "COUNTRY"]
+ fake_pb.get_options_for_dimension.return_value = []
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ return_value=fake_pb,
+ ):
+ await presentation_table_choices(
+ meta,
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA",
+ )
+ ind_call = next(
+ c
+ for c in fake_pb.set_dimension.call_args_list
+ if c.args[0][0] == "INDICATOR"
+ )
+ assert ind_call.args[0][1] == "*"
+
+ @pytest.mark.asyncio
+ async def test_freq_branch_with_freq_fallback(self):
+ """When ``FREQUENCY`` is absent, fall back to ``FREQ`` as the freq dim."""
+
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {"REF_AREA": [], "FREQ": []}
+ meta.get_dataflow_table_structure.return_value = {"indicators": []}
+
+ fake_pb = MagicMock()
+ fake_pb._get_dimensions_in_order.return_value = ["REF_AREA", "FREQ"]
+ fake_pb.get_options_for_dimension.return_value = []
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ return_value=fake_pb,
+ ):
+ out = await presentation_table_choices(
+ meta,
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA",
+ )
+ fake_pb.get_options_for_dimension.assert_called_once_with("FREQ")
+ assert out == []
+
+ @pytest.mark.asyncio
+ async def test_all_four_params_returns_transform_options(self):
+ """All four params set takes the ``TYPE_OF_TRANSFORMATION`` branch."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [],
+ "FREQUENCY": [],
+ "TYPE_OF_TRANSFORMATION": [],
+ }
+ meta.get_dataflow_table_structure.return_value = {
+ "indicators": [
+ {"indicator_code": "X", "dimension_id": "INDICATOR"},
+ ]
+ }
+
+ fake_pb = MagicMock()
+ fake_pb._get_dimensions_in_order.return_value = [
+ "INDICATOR",
+ "COUNTRY",
+ "FREQUENCY",
+ "TYPE_OF_TRANSFORMATION",
+ ]
+ fake_pb.get_options_for_dimension.return_value = [
+ {"label": "Percent Change", "value": "PCH"}
+ ]
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ return_value=fake_pb,
+ ):
+ out = await presentation_table_choices(
+ meta,
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA",
+ frequency="A",
+ )
+ assert out == [{"label": "Percent Change", "value": "PCH"}]
+ fake_pb.get_options_for_dimension.assert_called_once_with(
+ "TYPE_OF_TRANSFORMATION"
+ )
+ fake_pb.set_dimension.assert_any_call(("INDICATOR", "X"))
+ fake_pb.set_dimension.assert_any_call(("COUNTRY", "USA"))
+ fake_pb.set_dimension.assert_any_call(("FREQUENCY", "A"))
+
+ @pytest.mark.asyncio
+ async def test_all_four_params_indicator_truncated_to_wildcard(self):
+ """In the transform branch, oversize indicator joins collapse to ``*``."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [],
+ "FREQUENCY": [],
+ "TYPE_OF_TRANSFORMATION": [],
+ }
+ codes = [f"CODE_{i:0050d}" for i in range(40)]
+ meta.get_dataflow_table_structure.return_value = {
+ "indicators": [
+ {"indicator_code": c, "dimension_id": "INDICATOR"} for c in codes
+ ]
+ }
+
+ fake_pb = MagicMock()
+ fake_pb._get_dimensions_in_order.return_value = [
+ "INDICATOR",
+ "COUNTRY",
+ "FREQUENCY",
+ "TYPE_OF_TRANSFORMATION",
+ ]
+ fake_pb.get_options_for_dimension.return_value = []
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ return_value=fake_pb,
+ ):
+ await presentation_table_choices(
+ meta,
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA",
+ frequency="A",
+ )
+ ind_call = next(
+ c
+ for c in fake_pb.set_dimension.call_args_list
+ if c.args[0][0] == "INDICATOR"
+ )
+ assert ind_call.args[0][1] == "*"
+
+ @pytest.mark.asyncio
+ async def test_all_four_params_no_transform_dim_returns_empty(self):
+ """When the dataflow has no ``TYPE_OF_TRANSFORMATION``, returns ``[]``."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [],
+ "FREQUENCY": [],
+ }
+ meta.get_dataflow_table_structure.return_value = {"indicators": []}
+
+ fake_pb = MagicMock()
+ fake_pb._get_dimensions_in_order.return_value = ["COUNTRY", "FREQUENCY"]
+ fake_pb.get_options_for_dimension.return_value = []
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ return_value=fake_pb,
+ ):
+ out = await presentation_table_choices(
+ meta,
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA",
+ frequency="A",
+ )
+ assert out == []
+ fake_pb.get_options_for_dimension.assert_not_called()
+
+
+class TestPresentationTable:
+ """Tests for the ``presentation_table`` endpoint."""
+
+ @pytest.mark.asyncio
+ async def test_missing_dataflow_group_raises(self):
+ """Missing dataflow_group is rejected as ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ with pytest.raises(OpenBBError):
+ await presentation_table(table="cpi", country="USA", frequency="A")
+
+ @pytest.mark.asyncio
+ async def test_missing_country_raises(self):
+ """Missing country is rejected as ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ with pytest.raises(OpenBBError):
+ await presentation_table(dataflow_group="cpi", table="cpi", frequency="A")
+
+ @pytest.mark.asyncio
+ async def test_indents_titles_from_fetcher_rows(self):
+ """Fetcher rows have their ``title`` indented according to ``level``."""
+ rows = [
+ SimpleNamespace(model_dump=lambda **_: {"title": "Top", "level": 0}),
+ SimpleNamespace(model_dump=lambda **_: {"title": "Child", "level": "1"}),
+ SimpleNamespace(model_dump=lambda **_: {"title": "Bad", "level": "junk"}),
+ ]
+ result_holder = SimpleNamespace(result=rows)
+
+ with patch(
+ "openbb_imf.models.economic_indicators.ImfEconomicIndicatorsFetcher.fetch_data",
+ new=AsyncMock(return_value=result_holder),
+ ):
+ out = await presentation_table(
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA",
+ frequency="A",
+ limit=1,
+ )
+ assert out[0]["title"] == "Top"
+ assert out[1]["title"] == _INDENT_UNIT + "Child"
+ assert out[2]["title"] == "Bad"
+
+ @pytest.mark.asyncio
+ async def test_rewraps_pre_indented_titles_when_level_missing(self):
+ """Rows with ``level=None`` have leading whitespace rewrapped to ``_INDENT_UNIT``."""
+ rows = [
+ SimpleNamespace(
+ model_dump=lambda **_: {
+ "title": "โธ 3. GOVERNMENT BALANCE SHEET",
+ "level": None,
+ }
+ ),
+ SimpleNamespace(
+ model_dump=lambda **_: {"title": " Financial assets", "level": None}
+ ),
+ SimpleNamespace(
+ model_dump=lambda **_: {
+ "title": " General government",
+ "level": None,
+ }
+ ),
+ SimpleNamespace(
+ model_dump=lambda **_: {
+ "title": " Central government",
+ "level": None,
+ }
+ ),
+ ]
+ result_holder = SimpleNamespace(result=rows)
+
+ with patch(
+ "openbb_imf.models.economic_indicators.ImfEconomicIndicatorsFetcher.fetch_data",
+ new=AsyncMock(return_value=result_holder),
+ ):
+ out = await presentation_table(
+ dataflow_group="qgfs",
+ table="qgfs_balance",
+ country="BRA",
+ frequency="Q",
+ limit=1,
+ )
+ assert out[0]["title"] == "โธ 3. GOVERNMENT BALANCE SHEET"
+ assert out[1]["title"] == _INDENT_UNIT + "Financial assets"
+ assert out[2]["title"] == _INDENT_UNIT * 2 + "General government"
+ assert out[3]["title"] == _INDENT_UNIT * 3 + "Central government"
+ for row in out[1:]:
+ assert row["title"][0] == ">"
+
+ @pytest.mark.asyncio
+ async def test_drops_country_for_single_country_request(self):
+ """When the country parameter resolves to one country the column is dropped."""
+ rows = [
+ SimpleNamespace(
+ model_dump=lambda **_: {
+ "country": "United States",
+ "title": "Header",
+ "level": 0,
+ "2025-06-30": 1.0,
+ "2025-12-31": 2.0,
+ "2025-09-30": 3.0,
+ }
+ )
+ ]
+ result_holder = SimpleNamespace(result=rows)
+ with patch(
+ "openbb_imf.models.economic_indicators.ImfEconomicIndicatorsFetcher.fetch_data",
+ new=AsyncMock(return_value=result_holder),
+ ):
+ out = await presentation_table(
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA",
+ frequency="A",
+ limit=1,
+ )
+ assert list(out[0].keys()) == [
+ "title",
+ "2025-12-31",
+ "2025-09-30",
+ "2025-06-30",
+ ]
+ assert "country" not in out[0]
+
+ @pytest.mark.asyncio
+ async def test_keeps_country_for_multi_country_request(self):
+ """When the country parameter lists multiple codes the column is kept."""
+ rows = [
+ SimpleNamespace(
+ model_dump=lambda **_: {
+ "country": "United States",
+ "title": "Header",
+ "level": 0,
+ "2025-12-31": 1.0,
+ "extra_meta": "kept",
+ }
+ )
+ ]
+ result_holder = SimpleNamespace(result=rows)
+ with patch(
+ "openbb_imf.models.economic_indicators.ImfEconomicIndicatorsFetcher.fetch_data",
+ new=AsyncMock(return_value=result_holder),
+ ):
+ out = await presentation_table(
+ dataflow_group="cpi",
+ table="cpi",
+ country="USA+JPN",
+ frequency="A",
+ limit=1,
+ )
+ assert list(out[0].keys()) == ["country", "title", "2025-12-31", "extra_meta"]
+ assert out[0]["country"] == "United States"
+ assert out[0]["extra_meta"] == "kept"
+
+
+class TestIndicatorChoices:
+ """Tests for the ``indicator_choices`` progressive endpoint."""
+
+ def _meta(self, dim_order=("COUNTRY", "INDICATOR", "FREQUENCY"), **overrides):
+ """Build a fake metadata supporting indicator_choices' lookups."""
+ meta = MagicMock()
+ meta.dataflows = {
+ "DF1": {"id": "DF1", "structureRef": {"id": "DSD1"}, "name": "DF1"}
+ }
+ meta.datastructures = {
+ "DSD1": {
+ "dimensions": [
+ {"id": dim, "position": str(i)} for i, dim in enumerate(dim_order)
+ ]
+ + [{"id": "TIME_PERIOD", "position": "99"}]
+ }
+ }
+ meta.get_dataflow_parameters.return_value = overrides.get(
+ "params",
+ {
+ "COUNTRY": [{"value": "USA", "label": "United States"}],
+ "INDICATOR": [{"value": "GDP", "label": "Gross Domestic"}],
+ "FREQUENCY": [{"value": "A", "label": "Annual"}],
+ },
+ )
+ meta.get_available_constraints.return_value = overrides.get(
+ "constraints",
+ {
+ "key_values": [
+ {
+ "id": "COUNTRY",
+ "values": ["USA"],
+ },
+ {
+ "id": "FREQUENCY",
+ "values": ["A"],
+ },
+ {
+ "id": "INDICATOR",
+ "values": ["GDP"],
+ },
+ ]
+ },
+ )
+ meta._resolve_codelist_id.return_value = "CL_X"
+ meta._codelist_cache = overrides.get("codelist_cache", {"CL_X": {}})
+ return meta
+
+ @pytest.mark.asyncio
+ async def test_returns_empty_when_symbol_missing(self):
+ """No symbol โ empty list."""
+ assert await indicator_choices(self._meta(), symbol=None) == []
+
+ @pytest.mark.asyncio
+ async def test_returns_empty_when_all_symbols_blank(self):
+ """All-whitespace symbol list โ empty."""
+ assert await indicator_choices(self._meta(), symbol=" , , ") == []
+
+ @pytest.mark.asyncio
+ async def test_returns_empty_when_dataflow_unknown(self):
+ """Unknown dataflow ID โ empty."""
+ meta = self._meta()
+ meta.dataflows = {}
+ assert (
+ await indicator_choices(meta, symbol="UNKNOWN::IND", country="true") == []
+ )
+
+ @pytest.mark.asyncio
+ async def test_country_branch(self):
+ """``country='true'`` returns sorted countries with an ``All`` row prefix."""
+ meta = self._meta()
+ out = await indicator_choices(meta, symbol="DF1::GDP", country="true")
+ assert out[0] == {"label": "All Countries", "value": "*"}
+ assert {row["value"] for row in out[1:]} == {"USA"}
+
+ @pytest.mark.asyncio
+ async def test_frequency_branch(self):
+ """``frequency='true'`` returns frequency options."""
+ meta = self._meta()
+ out = await indicator_choices(
+ meta, symbol="DF1::GDP", country="USA", frequency="true"
+ )
+ assert any(row["value"] == "A" for row in out)
+
+ @pytest.mark.asyncio
+ async def test_transform_branch_with_unit_fallback(self):
+ """``transform='true'`` resolves the transform dim via ``detect_transform_dimension``."""
+
+ meta = self._meta(
+ dim_order=("COUNTRY", "INDICATOR", "FREQUENCY", "UNIT_MEASURE")
+ )
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [{"value": "USA", "label": "United States"}],
+ "INDICATOR": [{"value": "GDP", "label": "Gross Domestic"}],
+ "FREQUENCY": [{"value": "A", "label": "Annual"}],
+ "UNIT_MEASURE": [{"value": "USD", "label": "USD"}],
+ }
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "UNIT_MEASURE", "values": ["USD"]}]
+ }
+
+ with patch(
+ "openbb_imf.utils.helpers.detect_transform_dimension",
+ return_value=(None, "UNIT_MEASURE", None, None),
+ ):
+ out = await indicator_choices(
+ meta,
+ symbol="DF1::GDP",
+ country="USA",
+ frequency="A",
+ transform="true",
+ )
+ assert out[0] == {"label": "All", "value": "all"}
+ assert any(row["value"] == "USD" for row in out[1:])
+
+ @pytest.mark.asyncio
+ async def test_transform_branch_empty_when_no_transform_dim(self):
+ """Without an effective transform dim, the transform branch returns ``[]``."""
+
+ meta = self._meta()
+ with patch(
+ "openbb_imf.utils.helpers.detect_transform_dimension",
+ return_value=(None, None, None, None),
+ ):
+ out = await indicator_choices(
+ meta,
+ symbol="DF1::GDP",
+ country="USA",
+ frequency="A",
+ transform="true",
+ )
+ assert out == []
+
+ @pytest.mark.asyncio
+ async def test_default_fallthrough_returns_empty(self):
+ """When none of the ``true`` toggles fire, the function returns ``[]``."""
+ meta = self._meta()
+ out = await indicator_choices(
+ meta, symbol="DF1::GDP", country="USA", frequency="A"
+ )
+ assert out == []
+
+ @pytest.mark.asyncio
+ async def test_symbol_without_double_colon_added_to_dataflows(self):
+ """A bare symbol (no ``::``) is treated as a dataflow id."""
+ meta = self._meta()
+ out = await indicator_choices(meta, symbol="DF1", country="true")
+ assert out[0] == {"label": "All Countries", "value": "*"}
+
+ @pytest.mark.asyncio
+ async def test_multi_symbol_joined_into_plus_separated(self):
+ """Multiple comma-separated symbols join into a single ``+``-separated key."""
+
+ meta = self._meta()
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "FREQUENCY", "values": ["A"]}]
+ }
+ with patch(
+ "openbb_imf.utils.helpers.detect_transform_dimension",
+ return_value=(None, None, None, None),
+ ):
+ await indicator_choices(
+ meta,
+ symbol="DF1::GDP,DF1::CPI",
+ country="USA",
+ frequency="true",
+ )
+ called_with = meta.get_available_constraints.call_args.kwargs
+ assert "GDP+CPI" in called_with["key"]
+
+ @pytest.mark.asyncio
+ async def test_dimension_values_extra_filters_applied(self):
+ """``dimension_values`` are split into ``DIM:VAL`` pairs and consumed."""
+ meta = self._meta(dim_order=("COUNTRY", "INDICATOR", "FREQUENCY", "SECTOR"))
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ "FREQUENCY": [{"value": "A", "label": "Annual"}],
+ "SECTOR": [{"value": "FIN", "label": "Finance"}],
+ }
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "FREQUENCY", "values": ["A"]}]
+ }
+ out = await indicator_choices(
+ meta,
+ symbol="DF1::GDP",
+ frequency="true",
+ dimension_values=[
+ "COUNTRY:USA",
+ "SECTOR:FIN",
+ "BAD_NO_COLON",
+ "",
+ None,
+ ],
+ )
+ assert any(row["value"] == "A" for row in out)
+
+ @pytest.mark.asyncio
+ async def test_indicator_dim_resolved_via_dim_order_fallback(self):
+ """When the indicator code isn't in any known indicator-dim, search dim_order."""
+ meta = self._meta(dim_order=("COUNTRY", "WIDGET_KIND", "FREQUENCY"))
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "WIDGET_KIND": [{"value": "GDP", "label": "GDP"}],
+ "FREQUENCY": [{"value": "A", "label": "Annual"}],
+ }
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "WIDGET_KIND", "values": ["GDP"]}]
+ }
+ out = await indicator_choices(meta, symbol="DF1::GDP", country="true")
+ assert any(row["value"] == "USA" for row in out[1:]) or out[0] == {
+ "label": "All Countries",
+ "value": "*",
+ }
+
+ @pytest.mark.asyncio
+ async def test_indicator_dim_resolved_via_known_first_match_in_indicator_dims(
+ self,
+ ):
+ """If the first known indicator dim contains the code, it wins."""
+ meta = self._meta(dim_order=("COUNTRY", "INDICATOR", "INDEX_TYPE", "FREQUENCY"))
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ "INDEX_TYPE": [{"value": "GDP", "label": "Different GDP"}],
+ "FREQUENCY": [{"value": "A", "label": "Annual"}],
+ }
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "COUNTRY", "values": ["USA"]}]
+ }
+ out = await indicator_choices(meta, symbol="DF1::GDP", country="true")
+ assert out[0]["value"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_indicator_dim_default_when_no_match(self):
+ """If no dim contains the indicator value, fall back to the first known one."""
+ meta = self._meta(dim_order=("COUNTRY", "INDICATOR", "FREQUENCY"))
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "OTHER", "label": "Other"}],
+ "FREQUENCY": [{"value": "A", "label": "Annual"}],
+ }
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "COUNTRY", "values": ["USA"]}]
+ }
+ out = await indicator_choices(meta, symbol="DF1::NOMATCH", country="true")
+ assert out[0]["value"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_codelist_labels_used_when_param_labels_missing(self):
+ """Codelist labels back-fill when the param-list label is unset."""
+ meta = self._meta()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [],
+ "INDICATOR": [],
+ "FREQUENCY": [],
+ }
+ meta._codelist_cache = {"CL_X": {"USA": "United States of America"}}
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "COUNTRY", "values": ["USA"]}]
+ }
+ out = await indicator_choices(meta, symbol="DF1::GDP", country="true")
+ labels = [row["label"] for row in out[1:]]
+ assert "United States of America" in labels
+
+ @pytest.mark.asyncio
+ async def test_symbol_with_empty_dataflow_id_returns_empty(self):
+ """A ``::IND`` style symbol with an empty dataflow id falls through to ``[]``."""
+ meta = self._meta()
+ out = await indicator_choices(meta, symbol="::GDP", country="true")
+ assert out == []
+
+ @pytest.mark.asyncio
+ async def test_dimension_values_freq_extra_reassigns_frequency(self):
+ """``FREQ`` in ``dimension_values`` overrides the ``frequency`` argument."""
+ meta = self._meta()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [],
+ "INDICATOR": [],
+ "FREQUENCY": [],
+ }
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "FREQUENCY", "values": ["A"]}]
+ }
+ out = await indicator_choices(
+ meta,
+ symbol="DF1::GDP",
+ frequency="true",
+ dimension_values=["FREQ:A"],
+ )
+ assert out == []
+
+ @pytest.mark.asyncio
+ async def test_dimension_values_transform_extra_reassigns_transform(self):
+ """``UNIT_MEASURE`` in ``dimension_values`` overrides the ``transform`` arg."""
+ meta = self._meta(
+ dim_order=("COUNTRY", "INDICATOR", "FREQUENCY", "UNIT_MEASURE")
+ )
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [],
+ "INDICATOR": [],
+ "FREQUENCY": [],
+ "UNIT_MEASURE": [],
+ }
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "UNIT_MEASURE", "values": ["USD"]}]
+ }
+ with patch(
+ "openbb_imf.utils.helpers.detect_transform_dimension",
+ return_value=(None, "UNIT_MEASURE", None, None),
+ ):
+ out = await indicator_choices(
+ meta,
+ symbol="DF1::GDP",
+ country="USA",
+ frequency="A",
+ transform="true",
+ dimension_values=["UNIT_MEASURE:USD"],
+ )
+ assert out == []
+
+ @pytest.mark.asyncio
+ async def test_transform_dim_branch_in_build_key(self):
+ """The ``transform_dim`` branch in ``build_key_with_indicator`` fires when the dim is in ``dim_order``."""
+ meta = self._meta(
+ dim_order=("COUNTRY", "INDICATOR", "FREQUENCY", "TYPE_OF_TRANSFORMATION")
+ )
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ "FREQUENCY": [{"value": "A", "label": "Annual"}],
+ "TYPE_OF_TRANSFORMATION": [{"value": "PCT", "label": "Pct"}],
+ }
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "COUNTRY", "values": ["USA"]}]
+ }
+ with patch(
+ "openbb_imf.utils.helpers.detect_transform_dimension",
+ return_value=("TYPE_OF_TRANSFORMATION", None, None, None),
+ ):
+ out = await indicator_choices(
+ meta,
+ symbol="DF1::GDP",
+ country="true",
+ transform="PCT",
+ )
+ assert out[0]["value"] == "*"
+
+ @pytest.mark.asyncio
+ async def test_codelist_id_unresolved_falls_back_to_value_as_label(self):
+ """When neither param-label nor codelist-label resolves, label = value."""
+ meta = self._meta()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [],
+ "INDICATOR": [],
+ "FREQUENCY": [],
+ }
+ meta._codelist_cache = {}
+ meta._resolve_codelist_id.return_value = None
+ meta.get_available_constraints.return_value = {
+ "key_values": [{"id": "COUNTRY", "values": ["USA"]}]
+ }
+ out = await indicator_choices(meta, symbol="DF1::GDP", country="true")
+ labels = [row["label"] for row in out[1:]]
+ assert "USA" in labels
+
+
+class TestBopCpiCountryChoices:
+ """Tests for ``list_bop_country_choices`` and ``list_cpi_country_choices``."""
+
+ @pytest.mark.asyncio
+ async def test_list_bop_country_choices_sorts_and_skips_empty(self):
+ """Skips entries missing ``value``, sorts the rest by label, upper-cases codes."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [
+ {"value": "usa", "label": "United States"},
+ {"value": "", "label": "Skipped"},
+ {"label": "No Value"},
+ {"value": "alb", "label": "Albania"},
+ ]
+ }
+ choices = await list_bop_country_choices(meta)
+ meta.get_dataflow_parameters.assert_called_once_with("BOP")
+ assert choices == [
+ {"label": "Albania", "value": "ALB"},
+ {"label": "United States", "value": "USA"},
+ ]
+
+ @pytest.mark.asyncio
+ async def test_list_bop_country_choices_falls_back_to_code_label(self):
+ """Entries without a label fall back to the code as the label."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {"COUNTRY": [{"value": "USA"}]}
+ assert await list_bop_country_choices(meta) == [
+ {"label": "USA", "value": "USA"}
+ ]
+
+ @pytest.mark.asyncio
+ async def test_list_cpi_country_choices_sorts_and_skips_empty(self):
+ """``list_cpi_country_choices`` mirrors the BOP behaviour against the CPI dataflow."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {
+ "COUNTRY": [
+ {"value": "fra", "label": "France"},
+ {"value": "", "label": "Skipped"},
+ {"label": "No Value"},
+ {"value": "deu", "label": "Germany"},
+ ]
+ }
+ choices = await list_cpi_country_choices(meta)
+ meta.get_dataflow_parameters.assert_called_once_with("CPI")
+ assert choices == [
+ {"label": "France", "value": "FRA"},
+ {"label": "Germany", "value": "DEU"},
+ ]
+
+ @pytest.mark.asyncio
+ async def test_list_cpi_country_choices_falls_back_to_code_label(self):
+ """CPI entries without a label fall back to the code."""
+ meta = MagicMock()
+ meta.get_dataflow_parameters.return_value = {"COUNTRY": [{"value": "JPN"}]}
+ assert await list_cpi_country_choices(meta) == [
+ {"label": "JPN", "value": "JPN"}
+ ]
+
+
+class TestRewriteWidgetIds:
+ """Tests for ``_rewrite_widget_ids`` and the apps.json fallback path."""
+
+ def test_rewrites_mapped_ids_and_preserves_unmapped(self):
+ """Only IDs in the fallback map are rewritten; everything else passes through."""
+ apps = [
+ {
+ "tabs": {
+ "a": {
+ "layout": [
+ {"i": "economy_cpi_imf_obb"},
+ {"i": "imf_presentation_table_custom_obb"},
+ ]
+ },
+ "b": {
+ "layout": [
+ {"i": "economy_balance_of_payments_imf_obb"},
+ ]
+ },
+ }
+ }
+ ]
+ out = _rewrite_widget_ids(apps)
+ layout_a = [w["i"] for w in out[0]["tabs"]["a"]["layout"]]
+ layout_b = [w["i"] for w in out[0]["tabs"]["b"]["layout"]]
+ assert layout_a == [
+ _APPS_WIDGET_ID_FALLBACK_MAP["economy_cpi_imf_obb"],
+ "imf_presentation_table_custom_obb",
+ ]
+ assert layout_b == [
+ _APPS_WIDGET_ID_FALLBACK_MAP["economy_balance_of_payments_imf_obb"]
+ ]
+
+ def test_tolerates_missing_tabs_and_layout(self):
+ """Apps without ``tabs`` or with ``layout=None`` are skipped gracefully."""
+ apps = [
+ {},
+ {"tabs": {}},
+ {"tabs": {"x": {}}},
+ {"tabs": {"x": {"layout": None}}},
+ {"tabs": {"x": {"layout": [{"i": "economy_cpi_imf_obb"}]}}},
+ ]
+ out = _rewrite_widget_ids(apps)
+ rewritten = out[-1]["tabs"]["x"]["layout"][0]["i"]
+ assert rewritten == _APPS_WIDGET_ID_FALLBACK_MAP["economy_cpi_imf_obb"]
+
+ @pytest.mark.asyncio
+ async def test_get_imf_apps_json_rewrites_when_economy_absent(
+ self, tmp_path, monkeypatch
+ ):
+ """When ``ECONOMY_INSTALLED`` is False the served apps.json has rewritten IDs."""
+ from openbb_imf import imf_router as router_module
+
+ apps_path = tmp_path / "apps.json"
+ apps_path.write_text(
+ '[{"tabs": {"cpi": {"layout": [{"i": "economy_cpi_imf_obb"}]}}}]',
+ encoding="utf-8",
+ )
+ monkeypatch.setattr(router_module, "__file__", str(tmp_path / "imf_router.py"))
+ monkeypatch.setattr(router_module, "ECONOMY_INSTALLED", False)
+
+ apps = await get_imf_apps_json()
+ assert (
+ apps[0]["tabs"]["cpi"]["layout"][0]["i"]
+ == (_APPS_WIDGET_ID_FALLBACK_MAP["economy_cpi_imf_obb"])
+ )
+
+
+def _load_standalone_router_module():
+ """Re-execute ``imf_router`` with ``ECONOMY_INSTALLED`` forced to False.
+
+ Loaded under a private module name so the global ``openbb_imf.imf_router``
+ used elsewhere in the suite is untouched. ``Router.command`` is replaced
+ during load with a passthrough decorator so the fallback endpoints bind
+ without requiring the IMF-prefixed models to exist in the live provider
+ registry or FastAPI's response-model machinery.
+ """
+ import importlib.util
+ from pathlib import Path
+
+ import openbb_imf
+ from openbb_core.app.router import Router
+
+ spec = importlib.util.spec_from_file_location(
+ "openbb_imf_imf_router_standalone",
+ Path(openbb_imf.__file__).parent / "imf_router.py",
+ )
+ module = importlib.util.module_from_spec(spec)
+ original_economy = openbb_imf.ECONOMY_INSTALLED
+ original_command = Router.command
+ openbb_imf.ECONOMY_INSTALLED = False
+
+ def _passthrough_command(self, func=None, **_kwargs):
+ """Bind ``func`` to the caller without touching the underlying FastAPI router."""
+ if func is None:
+ return lambda f: _passthrough_command(self, f, **_kwargs)
+ return func
+
+ Router.command = _passthrough_command # type: ignore[assignment]
+ try:
+ spec.loader.exec_module(module)
+ finally:
+ openbb_imf.ECONOMY_INSTALLED = original_economy
+ Router.command = original_command # type: ignore[assignment]
+ return module
+
+
+class TestStandaloneFallbackEndpoints:
+ """Tests for the nine endpoints registered only when ``openbb-economy`` is absent."""
+
+ _STANDALONE_NAMES = (
+ "available_indicators",
+ "indicators",
+ "cpi",
+ "balance_of_payments",
+ "direction_of_trade",
+ "port_info",
+ "port_volume",
+ "chokepoint_info",
+ "chokepoint_volume",
+ )
+
+ def test_standalone_module_binds_all_fallback_endpoint_names(self):
+ """All nine fallback endpoint names exist as module attributes after reload."""
+ module = _load_standalone_router_module()
+ for name in self._STANDALONE_NAMES:
+ assert callable(getattr(module, name, None)), f"missing {name}"
+
+ @pytest.mark.asyncio
+ @pytest.mark.parametrize("endpoint_name", _STANDALONE_NAMES)
+ async def test_standalone_endpoint_body_delegates_to_from_query(
+ self, endpoint_name
+ ):
+ """Each fallback endpoint body calls ``OBBject.from_query(OBBQuery(**locals()))``."""
+ module = _load_standalone_router_module()
+ fn = getattr(module, endpoint_name)
+
+ sentinel = SimpleNamespace(result=[])
+ with (
+ patch.object(module, "OBBQuery", new=MagicMock()),
+ patch.object(
+ module.OBBject,
+ "from_query",
+ new=AsyncMock(return_value=sentinel),
+ ) as mock_from_query,
+ ):
+ out = await fn(
+ cc=MagicMock(),
+ provider_choices=MagicMock(),
+ standard_params=MagicMock(),
+ extra_params=MagicMock(),
+ )
+ assert out is sentinel
+ mock_from_query.assert_awaited_once()
+
+
+if __name__ == "__main__":
+ pytest.main([__file__, "-v"])
diff --git a/openbb_platform/providers/imf/tests/test_imf_search.py b/openbb_platform/providers/imf/tests/test_imf_search.py
index 8845b3585dc..010c3b29708 100644
--- a/openbb_platform/providers/imf/tests/test_imf_search.py
+++ b/openbb_platform/providers/imf/tests/test_imf_search.py
@@ -1,7 +1,6 @@
"""Test ImfMetadata search functionality."""
# ruff: noqa: I001
-# pylint: disable=W0621,R0903
import pytest
from openbb_imf.utils import metadata as md
@@ -43,7 +42,6 @@ def imf_metadata(monkeypatch):
if dataflow_id not in meta.dataflows:
raise ValueError(f"Dataflow '{dataflow_id}' not found.")
- # Return a lightweight, deterministic parameter mapping.
return {
"COUNTRY": [
{"value": "USA", "label": "United States"},
diff --git a/openbb_platform/providers/imf/tests/test_imf_views.py b/openbb_platform/providers/imf/tests/test_imf_views.py
new file mode 100644
index 00000000000..7c3b324bf81
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_imf_views.py
@@ -0,0 +1,316 @@
+"""Tests for the IMF charting-extension dispatchers."""
+
+# ruff: noqa: I001
+
+from types import SimpleNamespace
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from openbb_imf.imf_views import (
+ ImfViews,
+ _content,
+ _dump,
+ _standard_params,
+ _theme,
+)
+
+
+class _Dumpable:
+ """Tiny stand-in for a Pydantic Data model used by ``_dump``."""
+
+ def __init__(self, payload):
+ """Store ``payload`` and expose it through ``model_dump``."""
+ self._payload = payload
+
+ def model_dump(self, **_):
+ """Return the stored payload as a plain dict."""
+ return self._payload
+
+
+class TestPrivateHelpers:
+ """Tests for the small private helpers in ``imf_views``."""
+
+ def test_dump_handles_model_objects(self):
+ """``_dump`` calls ``model_dump`` on Pydantic-like objects."""
+ items = [_Dumpable({"a": 1}), _Dumpable({"a": 2})]
+ assert _dump(items) == [{"a": 1}, {"a": 2}]
+
+ def test_dump_handles_dicts(self):
+ """``_dump`` passes through plain dicts."""
+ assert _dump([{"a": 1}]) == [{"a": 1}]
+
+ def test_dump_skips_unknown_types(self):
+ """Items that are neither models nor dicts are ignored."""
+ assert _dump([_Dumpable({"a": 1}), 7, "not-a-dict"]) == [{"a": 1}]
+
+ def test_dump_handles_none(self):
+ """``None`` collapses to an empty list."""
+ assert _dump(None) == []
+
+ def test_standard_params_from_model(self):
+ """``_standard_params`` returns the dict form of a model."""
+ sp = SimpleNamespace(model_dump=lambda: {"country_code": "USA"})
+ assert _standard_params({"standard_params": sp}) == {"country_code": "USA"}
+
+ def test_standard_params_from_dict(self):
+ """A dict ``standard_params`` is returned as-is."""
+ assert _standard_params({"standard_params": {"k": 1}}) == {"k": 1}
+
+ def test_standard_params_missing(self):
+ """Missing ``standard_params`` yields ``{}``."""
+ assert _standard_params({}) == {}
+
+ def test_standard_params_unknown_type(self):
+ """An unsupported ``standard_params`` type collapses to ``{}``."""
+ assert _standard_params({"standard_params": 7}) == {}
+
+ def test_theme_from_standard_params(self):
+ """``theme`` from inside ``standard_params`` wins."""
+ sp = SimpleNamespace(model_dump=lambda: {"theme": "light"})
+ assert _theme({"standard_params": sp}) == "light"
+
+ def test_theme_from_top_level_kwargs(self):
+ """A top-level ``theme`` kwarg is honoured when not on standard_params."""
+ assert _theme({"theme": "light"}) == "light"
+
+ def test_theme_defaults_to_dark(self):
+ """When no theme is supplied, the dispatcher falls back to ``dark``."""
+ assert _theme({}) == "dark"
+
+ def test_content_wraps_show_to_plotly_json(self):
+ """``_content`` flattens the figure and attaches the config block."""
+ fig = MagicMock()
+ fig.show.return_value.to_plotly_json.return_value = {"data": [], "layout": {}}
+ content = _content(fig)
+ assert content["config"] == {"displayModeBar": False}
+ assert "data" in content
+ fig.show.assert_called_once_with(external=True)
+
+
+class TestCountryActivityDispatcher:
+ """Tests for ``ImfViews.imf_portwatch_country_activity``."""
+
+ def _kwargs(self, **overrides):
+ """Build a kwargs dict carrying a fake obbject + standard params."""
+ sp = SimpleNamespace(
+ model_dump=lambda: {
+ "country_code": overrides.get("country_code", "USA"),
+ "metric": overrides.get("metric", "portcalls"),
+ "theme": overrides.get("theme", "dark"),
+ }
+ )
+ return {
+ "obbject_item": [_Dumpable({"date": "2024-01-01", "portcalls": 5})],
+ "standard_params": sp,
+ }
+
+ @patch("openbb_imf.utils.port_watch_helpers.map_port_country_code")
+ @patch("openbb_imf.views.port_watch_charts.plot_country_activity")
+ def test_dispatch_passes_title_and_metric(self, mock_plot, mock_map):
+ """The dispatcher resolves the country name and forwards the metric."""
+ mock_map.return_value = "United States"
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(
+ to_plotly_json=lambda: {"data": [], "layout": {}}
+ )
+ )
+
+ fig, content = ImfViews.imf_portwatch_country_activity(**self._kwargs())
+
+ mock_map.assert_called_once_with("USA")
+ args, kwargs = mock_plot.call_args
+ assert args[1] == "United States"
+ assert args[2] == "portcalls"
+ assert kwargs == {"theme": "dark"}
+ assert content["config"] == {"displayModeBar": False}
+ assert fig is mock_plot.return_value
+
+ @patch("openbb_imf.utils.port_watch_helpers.map_port_country_code")
+ @patch("openbb_imf.views.port_watch_charts.plot_country_activity")
+ def test_dispatch_falls_back_to_code_when_unknown(self, mock_plot, mock_map):
+ """A ``ValueError`` from the name lookup keeps the raw code as the title."""
+ mock_map.side_effect = ValueError("unknown")
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+
+ ImfViews.imf_portwatch_country_activity(**self._kwargs(country_code="ZZZ"))
+ args, _ = mock_plot.call_args
+ assert args[1] == "ZZZ"
+
+ @patch("openbb_imf.utils.port_watch_helpers.map_port_country_code")
+ @patch("openbb_imf.views.port_watch_charts.plot_country_activity")
+ def test_dispatch_uses_defaults_when_params_missing(self, mock_plot, mock_map):
+ """Missing standard params default to ``USA`` / ``portcalls`` / ``dark``."""
+ mock_map.return_value = "United States"
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+
+ ImfViews.imf_portwatch_country_activity(obbject_item=[])
+ mock_map.assert_called_once_with("USA")
+ args, kwargs = mock_plot.call_args
+ assert args[2] == "portcalls"
+ assert kwargs == {"theme": "dark"}
+
+
+class TestMonthlyTradeDispatcher:
+ """Tests for ``ImfViews.imf_portwatch_monthly_trade``."""
+
+ @patch("openbb_imf.utils.port_watch_helpers.map_port_country_code")
+ @patch("openbb_imf.views.port_watch_charts.plot_monthly_trade")
+ def test_dispatch_with_country_code(self, mock_plot, mock_map):
+ """A country code resolves through ``map_port_country_code``."""
+ mock_map.return_value = "United States"
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ sp = SimpleNamespace(
+ model_dump=lambda: {"code": "USA", "metric": "trade_value"}
+ )
+
+ ImfViews.imf_portwatch_monthly_trade(obbject_item=[], standard_params=sp)
+ args, kwargs = mock_plot.call_args
+ assert args[1] == "United States"
+ assert args[2] == "trade_value"
+ assert kwargs == {"theme": "dark"}
+
+ @patch("openbb_imf.utils.port_watch_helpers.map_port_country_code")
+ @patch("openbb_imf.views.port_watch_charts.plot_monthly_trade")
+ def test_dispatch_falls_back_to_raw_code(self, mock_plot, mock_map):
+ """When the lookup fails, the raw region code becomes the chart label."""
+ mock_map.side_effect = ValueError
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ sp = SimpleNamespace(model_dump=lambda: {"code": "X"})
+ ImfViews.imf_portwatch_monthly_trade(obbject_item=[], standard_params=sp)
+ args, _ = mock_plot.call_args
+ assert args[1] == "X"
+
+
+class TestContainerMetricsDispatcher:
+ """Tests for ``ImfViews.imf_portwatch_container_metrics``."""
+
+ @staticmethod
+ def _stub_port_name_map(monkeypatch):
+ """Stub ``get_container_port_name_map`` to avoid live HTTP + alru cache."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ async def _empty() -> dict[str, str]:
+ return {"PORT1065": "Busan, Korea"}
+
+ monkeypatch.setattr(pwh, "get_container_port_name_map", _empty)
+
+ @patch("openbb_imf.views.port_watch_charts.plot_container_metrics")
+ def test_metric_label_lookup(self, mock_plot, monkeypatch):
+ """The dispatcher maps the metric key to a human-readable label."""
+ self._stub_port_name_map(monkeypatch)
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ sp = SimpleNamespace(model_dump=lambda: {"metric": "export_container"})
+
+ ImfViews.imf_portwatch_container_metrics(obbject_item=[], standard_params=sp)
+ args, kwargs = mock_plot.call_args
+ assert args[1] == "Container Exports"
+ assert kwargs["port_name_map"] == {"PORT1065": "Busan, Korea"}
+
+ @patch("openbb_imf.views.port_watch_charts.plot_container_metrics")
+ def test_unknown_metric_falls_back(self, mock_plot, monkeypatch):
+ """Unknown metrics fall back to the default 'Container Port Calls' label."""
+ self._stub_port_name_map(monkeypatch)
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ sp = SimpleNamespace(model_dump=lambda: {"metric": "weird"})
+ ImfViews.imf_portwatch_container_metrics(obbject_item=[], standard_params=sp)
+ args, _ = mock_plot.call_args
+ assert args[1] == "Container Port Calls"
+
+ @patch("openbb_imf.views.port_watch_charts.plot_container_metrics")
+ def test_missing_metric_uses_default(self, mock_plot, monkeypatch):
+ """Missing metric keys collapse to the portcalls label."""
+ self._stub_port_name_map(monkeypatch)
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ ImfViews.imf_portwatch_container_metrics(obbject_item=[])
+ args, _ = mock_plot.call_args
+ assert args[1] == "Container Port Calls"
+
+ @patch("openbb_imf.views.port_watch_charts.plot_container_metrics")
+ def test_theme_from_extra_params(self, mock_plot, monkeypatch):
+ """``theme`` resolved from ``extra_params`` (model-specific) is honored."""
+ self._stub_port_name_map(monkeypatch)
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ sp = SimpleNamespace(model_dump=lambda: {})
+ ep = SimpleNamespace(
+ model_dump=lambda: {"theme": "light", "metric": "portcalls"}
+ )
+ ImfViews.imf_portwatch_container_metrics(
+ obbject_item=[], standard_params=sp, extra_params=ep
+ )
+ _, kwargs = mock_plot.call_args
+ assert kwargs["theme"] == "light"
+
+
+class TestDisruptionsMapDispatcher:
+ """Tests for ``ImfViews.imf_portwatch_disruptions_map``."""
+
+ @patch("openbb_imf.views.port_watch_charts.plot_disruptions_map")
+ def test_dispatch_passes_rows_and_theme(self, mock_plot):
+ """Rows are dumped and the theme is forwarded."""
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ sp = SimpleNamespace(model_dump=lambda: {"theme": "light"})
+ ImfViews.imf_portwatch_disruptions_map(
+ obbject_item=[_Dumpable({"lat": 1.0, "long": 2.0})], standard_params=sp
+ )
+ args, kwargs = mock_plot.call_args
+ assert args[0] == [{"lat": 1.0, "long": 2.0}]
+ assert kwargs == {"theme": "light"}
+
+
+class TestDisruptionSankeyDispatcher:
+ """Tests for ``ImfViews.imf_portwatch_disruption_sankey``."""
+
+ @patch("openbb_imf.views.port_watch_charts.plot_disruption_sankey")
+ def test_latest_event_label(self, mock_plot):
+ """``event_id='LATEST'`` becomes 'Latest Disruption' in the chart title."""
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ sp = SimpleNamespace(model_dump=lambda: {"event_id": "LATEST"})
+ ImfViews.imf_portwatch_disruption_sankey(obbject_item=[], standard_params=sp)
+ args, _ = mock_plot.call_args
+ assert args[1] == "Latest Disruption"
+
+ @patch("openbb_imf.views.port_watch_charts.plot_disruption_sankey")
+ def test_numeric_event_label(self, mock_plot):
+ """A numeric event id is wrapped in ``'Event {id}'``."""
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ sp = SimpleNamespace(model_dump=lambda: {"event_id": "1234"})
+ ImfViews.imf_portwatch_disruption_sankey(obbject_item=[], standard_params=sp)
+ args, _ = mock_plot.call_args
+ assert args[1] == "Event 1234"
+
+ @patch("openbb_imf.views.port_watch_charts.plot_disruption_sankey")
+ def test_default_event_label(self, mock_plot):
+ """A missing ``event_id`` defaults to the plain ``'Event'`` label."""
+ mock_plot.return_value = MagicMock(
+ show=lambda external: SimpleNamespace(to_plotly_json=lambda: {})
+ )
+ ImfViews.imf_portwatch_disruption_sankey(obbject_item=[])
+ args, _ = mock_plot.call_args
+ assert args[1] == "Event Event"
+
+
+if __name__ == "__main__":
+ pytest.main([__file__, "-v"])
diff --git a/openbb_platform/providers/imf/tests/test_metadata_mixins.py b/openbb_platform/providers/imf/tests/test_metadata_mixins.py
new file mode 100644
index 00000000000..89b0818e87d
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_metadata_mixins.py
@@ -0,0 +1,2323 @@
+"""Tests for IMF metadata mixin modules driving 100% coverage."""
+
+# ruff: noqa: I001
+
+from __future__ import annotations
+
+import json
+import lzma
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from openbb_core.app.model.abstract.error import OpenBBError
+from openbb_core.app.model.abstract.warning import OpenBBWarning
+
+from openbb_imf.utils.metadata import ImfMetadata
+from openbb_imf.utils.metadata import _cache_mixin
+from openbb_imf.utils.metadata._loader_mixin import (
+ _extract_codelist_payload,
+ _shape_codelist,
+)
+from openbb_imf.utils.metadata._indicator_mixin import (
+ _is_indicator_dimension,
+ _make_indicator_entry,
+)
+from openbb_imf.utils.metadata._search_mixin import _matches_query
+from openbb_imf.utils.metadata._table_mixin import (
+ _build_series_id,
+ _derive_node_label,
+ _hierarchy_overlaps_dataflow,
+ _is_irfcl_path_label,
+ _strip_known_ancestors,
+)
+from openbb_imf.utils.metadata._typing import _MixinBase
+
+
+def _real_load(instance):
+ """Call the real cache-load method, bypassing fixture monkeypatching."""
+ return _cache_mixin.CacheMixin._load_from_cache(instance)
+
+
+class TestCacheMixin:
+ """Coverage for ``_cache_mixin`` load and warning paths."""
+
+ def test_load_from_cache_missing_file_returns_false(self, empty_meta, monkeypatch):
+ """Return False when the shipped cache file is absent."""
+
+ class FakePath:
+ """Tiny stand-in for ``Path`` used in cache lookups."""
+
+ def exists(self) -> bool:
+ return False
+
+ monkeypatch.setattr(_cache_mixin, "_SHIPPED_CACHE_FILE", FakePath())
+ assert _real_load(empty_meta) is False
+
+ def test_load_from_cache_success(self, empty_meta, monkeypatch, tmp_path):
+ """Populate caches when the shipped cache file is valid lzma JSON."""
+ cache_payload = {
+ "dataflows": {"X": {"id": "X"}},
+ "datastructures": {"DSD_X": {"id": "DSD_X"}},
+ "conceptschemes": {"CS": {}},
+ "dataflow_groups": {},
+ "metadata_cache": {},
+ "constraints_cache": {},
+ "codelist_cache": {"CL_X": {"A": "Alpha"}},
+ "codelist_descriptions": {"CL_X": {"A": "Alpha"}},
+ "dataflow_parameters": {},
+ "dataflow_indicators": {},
+ "hierarchies": {"H1": {"hierarchicalCodes": []}},
+ }
+ cache_path = tmp_path / "imf_cache.json.xz"
+ with lzma.open(cache_path, "wb") as fh:
+ fh.write(json.dumps(cache_payload).encode())
+
+ monkeypatch.setattr(_cache_mixin, "_SHIPPED_CACHE_FILE", cache_path)
+ assert _real_load(empty_meta) is True
+ assert empty_meta.dataflows == {"X": {"id": "X"}}
+ assert empty_meta._codelist_cache == {"CL_X": {"A": "Alpha"}}
+
+ def test_load_from_cache_corrupt_warns(self, empty_meta, monkeypatch, tmp_path):
+ """Warn and return False when the cache file is unreadable."""
+ bad_path = tmp_path / "imf_cache.json.xz"
+ bad_path.write_bytes(b"not-lzma")
+ monkeypatch.setattr(_cache_mixin, "_SHIPPED_CACHE_FILE", bad_path)
+
+ with pytest.warns(OpenBBWarning, match="Error loading cache"):
+ assert _real_load(empty_meta) is False
+
+
+class TestCoreSingleton:
+ """Coverage for the double-checked singleton initializer."""
+
+ def test_double_init_short_circuits(self, monkeypatch):
+ """``__init__`` returns early when the instance is already initialised."""
+ ImfMetadata._reset()
+ monkeypatch.setattr(ImfMetadata, "_load_from_cache", lambda self: True)
+ first = ImfMetadata()
+ first.dataflows = {"SENTINEL": {"id": "SENTINEL"}}
+
+ second = ImfMetadata()
+ assert second is first
+ assert second.dataflows == {"SENTINEL": {"id": "SENTINEL"}}
+
+ second.__init__()
+ assert second.dataflows == {"SENTINEL": {"id": "SENTINEL"}}
+
+ ImfMetadata._reset()
+
+ def test_deepcopy_returns_self(self, monkeypatch):
+ """``deepcopy`` on the singleton must return the same instance."""
+ from copy import deepcopy
+
+ ImfMetadata._reset()
+ monkeypatch.setattr(ImfMetadata, "_load_from_cache", lambda self: True)
+ m = ImfMetadata()
+ assert deepcopy(m) is m
+ ImfMetadata._reset()
+
+ def test_copy_returns_self(self, monkeypatch):
+ """``copy`` on the singleton must return the same instance."""
+ from copy import copy
+
+ ImfMetadata._reset()
+ monkeypatch.setattr(ImfMetadata, "_load_from_cache", lambda self: True)
+ m = ImfMetadata()
+ assert copy(m) is m
+ ImfMetadata._reset()
+
+ def test_double_check_inside_lock(self, monkeypatch):
+ """Inner ``self._initialized`` check inside the lock short-circuits init."""
+ ImfMetadata._reset()
+ monkeypatch.setattr(ImfMetadata, "_load_from_cache", lambda self: True)
+ instance = ImfMetadata.__new__(ImfMetadata)
+ instance._initialized = False
+
+ class _FlippingLock:
+ """Lock proxy that flips ``_initialized`` to True on enter."""
+
+ def __enter__(self_inner): # noqa: N805
+ instance._initialized = True
+ return self_inner
+
+ def __exit__(self_inner, *exc): # noqa: N805
+ return False
+
+ monkeypatch.setattr(ImfMetadata, "_lock", _FlippingLock())
+ instance.__init__()
+ assert not hasattr(instance, "dataflows")
+ ImfMetadata._reset()
+
+
+class TestHelpersMixin:
+ """Coverage for ``_helpers`` delegation and dimension resolution."""
+
+ def test_static_parse_helpers(self, empty_meta):
+ """Static helpers delegate to the underlying parsers."""
+ urn = "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_X(1.0).CODE"
+ assert empty_meta._parse_agency_from_urn(urn) == "IMF.STA"
+ assert empty_meta._parse_codelist_id_from_urn(urn) == "CL_X"
+ assert empty_meta._parse_indicator_code_from_urn(urn) == "CODE"
+ owning_urn = "urn:sdmx:any=IMF.STA:CL_X(1.0)"
+ assert empty_meta._parse_codelist_urn(owning_urn) == "CL_X"
+
+ def test_parse_query_and_time_periods(self, empty_meta):
+ """``_parse_query`` and ``_build_time_period_parameters`` delegate."""
+ assert empty_meta._parse_query("gdp") == [["gdp"]]
+ options, count = empty_meta._build_time_period_parameters(None)
+ assert options == [] and count is None
+
+ def test_extract_all_codelists_from_hierarchy(self, empty_meta):
+ """Hierarchy traversal extracts codelist IDs."""
+ hierarchy = {
+ "hierarchicalCodes": [
+ {
+ "code": "urn:sdmx:any=IMF.STA:CL_A(1.0).X",
+ "hierarchicalCodes": [{"code": "urn:sdmx:any=IMF.STA:CL_B(1.0).Y"}],
+ }
+ ]
+ }
+ result = empty_meta._extract_all_codelists_from_hierarchy(hierarchy)
+ assert result == {"CL_A", "CL_B"}
+
+ def test_get_dimension_for_codelist_missing_dataflow(self, seeded_meta):
+ """Return None when the dataflow is not in the registry."""
+ assert seeded_meta._get_dimension_for_codelist("MISSING", "CL_X") is None
+
+ def test_get_dimension_for_codelist_missing_dsd(self, seeded_meta):
+ """Return None when the dataflow points at an unknown DSD."""
+ seeded_meta.dataflows["NO_DSD"] = {
+ "id": "NO_DSD",
+ "agencyID": "IMF.STA",
+ "structureRef": {"id": "DSD_MISSING"},
+ }
+ assert seeded_meta._get_dimension_for_codelist("NO_DSD", "CL_X") is None
+
+ def test_get_dimension_for_codelist_no_structure_ref(self, seeded_meta):
+ """Return None when ``structureRef`` is empty."""
+ seeded_meta.dataflows["NO_REF"] = {"id": "NO_REF", "structureRef": {}}
+ assert seeded_meta._get_dimension_for_codelist("NO_REF", "CL_X") is None
+
+ def test_get_dimension_for_codelist_segment_match(self, seeded_meta):
+ """Match via dimension-id segment uppercased."""
+ result = seeded_meta._get_dimension_for_codelist("TEST_DF", "CL_COUNTRY")
+ assert result == "COUNTRY"
+
+ def test_get_dimension_for_codelist_substring_match(self, seeded_meta):
+ """Match via dimension-id substring fallback."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"].append(
+ {"id": "FOO", "position": "3", "conceptRef": {"id": "FOO"}}
+ )
+ seeded_meta._codelist_cache["CL_TEST_FOOBAR"] = {"X": "Y"}
+ result = seeded_meta._get_dimension_for_codelist("TEST_DF", "CL_TEST_FOOBAR")
+ assert result == "FOO"
+
+ def test_get_dimension_for_codelist_no_match(self, seeded_meta):
+ """Return None when nothing matches."""
+ result = seeded_meta._get_dimension_for_codelist("TEST_DF", "CL_NOWHERE")
+ assert result is None
+
+ def test_get_dimension_for_codelist_skips_blank_dim_ids(self, seeded_meta):
+ """Blank dimension IDs are ignored during the first resolution loop."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"].insert(
+ 0, {"id": "", "position": "-1", "conceptRef": {"id": ""}}
+ )
+ result = seeded_meta._get_dimension_for_codelist("TEST_DF", "CL_INDICATOR")
+ assert result == "INDICATOR"
+
+ def test_get_dimension_for_codelist_falls_through_to_substring_loop(
+ self, seeded_meta
+ ):
+ """Reach the third (codelist-upper substring) loop with a match."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"] = [
+ {"id": "WIDGETID", "position": "0", "conceptRef": {"id": "WID"}}
+ ]
+ result = seeded_meta._get_dimension_for_codelist("TEST_DF", "CL_WIDGETIDDETAIL")
+ assert result == "WIDGETID"
+
+
+class TestIndicatorMixin:
+ """Coverage for ``_indicator_mixin.get_indicators_in``."""
+
+ def test_get_indicators_in_unknown_dataflow_raises(self, seeded_meta):
+ """Unknown dataflow ID raises ValueError."""
+ with pytest.raises(ValueError, match="not found"):
+ seeded_meta.get_indicators_in("NOPE")
+
+ def test_get_indicators_in_missing_dsd_raises(self, seeded_meta):
+ """Missing DSD raises ValueError."""
+ seeded_meta.dataflows["BAD"] = {
+ "id": "BAD",
+ "agencyID": "IMF.STA",
+ "structureRef": {"id": "NOPE"},
+ }
+ with pytest.raises(ValueError, match="Data structure not found"):
+ seeded_meta.get_indicators_in("BAD")
+
+ def test_get_indicators_in_returns_entries(self, seeded_meta, monkeypatch):
+ """Return one entry per available indicator code."""
+
+ def _fake_params(self, dataflow_id):
+ return {"INDICATOR": [{"value": "GDP", "label": "GDP"}]}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _fake_params)
+ result = seeded_meta.get_indicators_in("TEST_DF")
+ assert any(r["indicator"] == "GDP" for r in result)
+ assert all(r["series_id"].startswith("TEST_DF::") for r in result)
+
+ def test_get_indicators_in_handles_params_exception(self, seeded_meta, monkeypatch):
+ """A get_dataflow_parameters error is swallowed and treated as empty."""
+
+ def _boom(self, dataflow_id):
+ raise RuntimeError("nope")
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _boom)
+ with pytest.raises(KeyError):
+ seeded_meta.get_indicators_in("TEST_DF")
+
+ def test_get_indicators_in_fetches_uncached_codelist(
+ self, seeded_meta, monkeypatch
+ ):
+ """When the descriptions map is empty and uncached, fetch then continue."""
+
+ def _fake_params(self, dataflow_id):
+ return {"INDICATOR": [{"value": "GDP", "label": "GDP"}]}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _fake_params)
+ seeded_meta._codelist_descriptions.pop("CL_INDICATOR", None)
+ del seeded_meta._codelist_cache["CL_INDICATOR"]
+
+ def _fake_get_codelist_map(
+ self, codelist_id, agency_id, dataflow_id, include_descriptions=False
+ ):
+ self._codelist_descriptions[codelist_id] = {"GDP": "GDP desc"}
+ self._codelist_cache[codelist_id] = {"GDP": "GDP"}
+ return {"GDP": "GDP"}
+
+ monkeypatch.setattr(ImfMetadata, "_get_codelist_map", _fake_get_codelist_map)
+ result = seeded_meta.get_indicators_in("TEST_DF")
+ assert any(r["description"] == "GDP desc" for r in result)
+
+ def test_get_indicators_in_fetch_failure_is_swallowed(
+ self, seeded_meta, monkeypatch
+ ):
+ """When the uncached fetch raises, fall back to empty descriptions."""
+
+ def _fake_params(self, dataflow_id):
+ return {"INDICATOR": [{"value": "GDP", "label": "GDP"}]}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _fake_params)
+ seeded_meta._codelist_descriptions.pop("CL_INDICATOR", None)
+ del seeded_meta._codelist_cache["CL_INDICATOR"]
+
+ def _boom(*a, **kw):
+ raise RuntimeError("boom")
+
+ monkeypatch.setattr(ImfMetadata, "_get_codelist_map", _boom)
+ result = seeded_meta.get_indicators_in("TEST_DF")
+ assert any(r["description"] == "" for r in result)
+
+ def test_get_indicators_in_activity_dimension(self, seeded_meta, monkeypatch):
+ """``ACTIVITY`` dimension adds activity codelist entries."""
+ seeded_meta.dataflows["ACT_DF"] = {
+ "id": "ACT_DF",
+ "agencyID": "IMF.STA",
+ "name": "Activity",
+ "description": "",
+ "structureRef": {"id": "DSD_ACT"},
+ }
+ seeded_meta.datastructures["DSD_ACT"] = {
+ "id": "DSD_ACT",
+ "agencyID": "IMF.STA",
+ "dimensions": [
+ {"id": "ACTIVITY", "position": "0", "conceptRef": {"id": "ACTIVITY"}}
+ ],
+ }
+ seeded_meta._codelist_cache["CL_ACT_DF_ACTIVITY"] = {"MFG": "Manufacturing"}
+ seeded_meta._codelist_descriptions["CL_ACT_DF_ACTIVITY"] = {
+ "MFG": "Manufacturing desc"
+ }
+
+ def _fake_params(self, dataflow_id):
+ return {}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _fake_params)
+ result = seeded_meta.get_indicators_in("ACT_DF")
+ assert any(r["indicator"] == "MFG" for r in result)
+
+ def test_get_indicators_in_empty_raises_keyerror(self, seeded_meta, monkeypatch):
+ """KeyError when no indicator-like dimension is found."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"] = [
+ {"id": "DUMMY", "position": "0", "conceptRef": {"id": "DUMMY"}}
+ ]
+
+ def _fake_params(self, dataflow_id):
+ return {}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _fake_params)
+ with pytest.raises(KeyError):
+ seeded_meta.get_indicators_in("TEST_DF")
+
+ def test_get_indicators_in_returns_cached_result(self, seeded_meta):
+ """A pre-populated ``_dataflow_indicators_cache`` short-circuits the build."""
+ sentinel = [{"indicator": "PRECACHED"}]
+ seeded_meta._dataflow_indicators_cache = {"TEST_DF": sentinel}
+ out = seeded_meta.get_indicators_in("TEST_DF")
+ assert out is sentinel
+
+ def test_is_indicator_dimension_helpers(self):
+ """Dimension classifier checks whitelist and substrings."""
+ assert _is_indicator_dimension(None) is False
+ assert _is_indicator_dimension("") is False
+ assert _is_indicator_dimension("INDICATOR") is True
+ assert _is_indicator_dimension("BOP_ACCOUNTING_ENTRY") is True
+ assert _is_indicator_dimension("SOMETHING_ENTRY_ELSE") is True
+ assert _is_indicator_dimension("UNRELATED") is False
+
+ def test_make_indicator_entry(self):
+ """Indicator entry builder shapes the dict."""
+ entry = _make_indicator_entry(
+ dataflow_id="A",
+ dataflow_name="A name",
+ structure_id="DSD_A",
+ agency_id="IMF",
+ dim_id="INDICATOR",
+ code_id="X",
+ label="X label",
+ description="X desc",
+ )
+ assert entry == {
+ "dataflow_id": "A",
+ "dataflow_name": "A name",
+ "structure_id": "DSD_A",
+ "agency_id": "IMF",
+ "dimension_id": "INDICATOR",
+ "indicator": "X",
+ "label": "X label",
+ "description": "X desc",
+ "series_id": "A::X",
+ "extra_dimensions": [],
+ }
+
+ def test_make_indicator_entry_with_extra_dimensions(self):
+ """``extra_dimensions`` are forwarded into the entry."""
+ entry = _make_indicator_entry(
+ dataflow_id="A",
+ dataflow_name="A name",
+ structure_id="DSD_A",
+ agency_id="IMF",
+ dim_id="INDICATOR",
+ code_id="X",
+ label="X label",
+ description="X desc",
+ extra_dimensions=["WGT_TYPE"],
+ )
+ assert entry["extra_dimensions"] == ["WGT_TYPE"]
+
+
+def _build_mock_response(status_code=200, json_data=None, raise_on_status=False):
+ """Return a MagicMock that mimics ``requests.Response``."""
+ response = MagicMock()
+ response.status_code = status_code
+ response.json.return_value = json_data or {}
+ if raise_on_status:
+ response.raise_for_status.side_effect = Exception("HTTP error")
+ else:
+ response.raise_for_status.return_value = None
+ return response
+
+
+class TestLoaderMixin:
+ """Coverage for ``_loader_mixin`` fetchers and helpers."""
+
+ def test_extract_codelist_payload(self):
+ """Pull labels and descriptions from a codelist payload."""
+ codelist = {
+ "codes": [
+ {
+ "id": "A",
+ "names": {"en": "Alpha"},
+ "descriptions": {"en": "Alpha description"},
+ },
+ {"id": "B", "name": "Bravo", "description": "Bravo description"},
+ {"id": "C", "name": "Charlie"},
+ {"id": ""},
+ ]
+ }
+ labels, descs = _extract_codelist_payload(codelist)
+ assert labels == {"A": "Alpha", "B": "Bravo", "C": "Charlie"}
+ assert descs["A"] == "Alpha description"
+ assert descs["B"] == "Bravo description"
+ assert descs["C"] == "Charlie"
+
+ def test_fetch_single_codelist_already_cached(self, seeded_meta):
+ """Skip the HTTP call when the codelist is already cached."""
+ assert seeded_meta._fetch_single_codelist("IMF.STA", "CL_COUNTRY") is True
+
+ def test_fetch_single_codelist_non_200(self, empty_meta):
+ """Non-200 response yields False without populating caches."""
+ with patch("openbb_core.provider.utils.helpers.make_request") as mock_req:
+ mock_req.return_value = _build_mock_response(status_code=404)
+ assert empty_meta._fetch_single_codelist("IMF.STA", "CL_TEST") is False
+
+ def test_fetch_single_codelist_request_exception(self, empty_meta):
+ """RequestException returns False."""
+ from requests.exceptions import RequestException
+
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ side_effect=RequestException("boom"),
+ ):
+ assert empty_meta._fetch_single_codelist("IMF.STA", "CL_TEST") is False
+
+ def test_fetch_single_codelist_empty_payload(self, empty_meta):
+ """Empty ``data.codelists`` returns False."""
+ with patch("openbb_core.provider.utils.helpers.make_request") as mock_req:
+ mock_req.return_value = _build_mock_response(
+ json_data={"data": {"codelists": []}}
+ )
+ assert empty_meta._fetch_single_codelist("IMF.STA", "CL_TEST") is False
+
+ def test_fetch_single_codelist_success(self, empty_meta):
+ """Successful fetch populates ``_codelist_cache``."""
+ payload = {
+ "data": {
+ "codelists": [
+ {
+ "id": "CL_TEST",
+ "codes": [
+ {"id": "A", "names": {"en": "Alpha"}},
+ ],
+ },
+ {"id": ""},
+ ]
+ }
+ }
+ with patch("openbb_core.provider.utils.helpers.make_request") as mock_req:
+ mock_req.return_value = _build_mock_response(json_data=payload)
+ assert empty_meta._fetch_single_codelist("IMF.STA", "CL_TEST") is True
+ assert empty_meta._codelist_cache["CL_TEST"] == {"A": "Alpha"}
+
+ def test_bulk_fetch_request_exception_warns(self, empty_meta):
+ """Bulk fetch warns and returns on RequestException."""
+ from requests.exceptions import RequestException
+
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ side_effect=RequestException("boom"),
+ ):
+ with pytest.warns(OpenBBWarning, match="Could not bulk fetch"):
+ empty_meta._bulk_fetch_and_cache_codelists("IMF.STA", "DF")
+
+ def test_bulk_fetch_success(self, empty_meta):
+ """Bulk fetch populates caches from the payload."""
+ payload = {
+ "data": {
+ "codelists": [
+ {
+ "id": "CL_BULK",
+ "codes": [{"id": "X", "names": {"en": "X label"}}],
+ },
+ {"id": ""},
+ ]
+ }
+ }
+ with patch("openbb_core.provider.utils.helpers.make_request") as mock_req:
+ mock_req.return_value = _build_mock_response(json_data=payload)
+ empty_meta._bulk_fetch_and_cache_codelists("IMF.STA", "DF")
+ assert empty_meta._codelist_cache["CL_BULK"] == {"X": "X label"}
+
+ def test_get_codelist_map_hits_cache(self, seeded_meta):
+ """Already-cached codelist returns immediately."""
+ result = seeded_meta._get_codelist_map("CL_COUNTRY", "IMF.STA", "TEST_DF")
+ assert "USA" in result
+
+ def test_get_codelist_map_with_descriptions(self, seeded_meta):
+ """Returns enriched shape when descriptions are requested."""
+ result = seeded_meta._get_codelist_map(
+ "CL_COUNTRY", "IMF.STA", "TEST_DF", include_descriptions=True
+ )
+ assert result["USA"] == {"name": "United States", "description": "USA"}
+
+ def test_get_codelist_map_fetches_then_returns(self, empty_meta, monkeypatch):
+ """Triggers bulk fetch when codelist is missing, then returns it."""
+
+ def _bulk(self, agency_id, dataflow_id):
+ self._codelist_cache["CL_NEW"] = {"K": "V"}
+ self._codelist_descriptions["CL_NEW"] = {"K": "V"}
+
+ monkeypatch.setattr(ImfMetadata, "_bulk_fetch_and_cache_codelists", _bulk)
+ assert empty_meta._get_codelist_map("CL_NEW", "IMF.STA", "DF") == {"K": "V"}
+
+ def test_get_codelist_map_warns_when_missing(self, empty_meta, monkeypatch):
+ """Warns and returns ``{}`` when codelist remains missing after fetch."""
+
+ def _bulk(self, agency_id, dataflow_id):
+ return None
+
+ monkeypatch.setattr(ImfMetadata, "_bulk_fetch_and_cache_codelists", _bulk)
+ with pytest.warns(OpenBBWarning, match="Codelist 'CL_ABSENT' not found"):
+ assert empty_meta._get_codelist_map("CL_ABSENT", "IMF.STA", "DF") == {}
+
+ def test_shape_codelist_labels_only(self):
+ """Default shape returns a copy of the labels dict."""
+ labels = {"A": "Alpha"}
+ result = _shape_codelist(labels, {"A": "desc"}, include_descriptions=False)
+ assert result == labels
+ assert result is not labels
+
+ def test_shape_codelist_include_descriptions_falsy(self):
+ """``include_descriptions=True`` with empty descs falls back to labels."""
+ labels = {"A": "Alpha"}
+ result = _shape_codelist(labels, {}, include_descriptions=True)
+ assert result == labels
+
+ def test_bulk_fetch_json_decode_error(self, empty_meta):
+ """Bulk fetch warns when JSON cannot be decoded."""
+ bad_response = MagicMock()
+ bad_response.json.side_effect = json.JSONDecodeError("nope", "", 0)
+ bad_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=bad_response,
+ ):
+ with pytest.warns(OpenBBWarning, match="Could not bulk fetch"):
+ empty_meta._bulk_fetch_and_cache_codelists("IMF.STA", "DF")
+
+ def test_fetch_single_codelist_json_decode_error(self, empty_meta):
+ """Single fetch returns False when JSON cannot be decoded."""
+ bad_response = MagicMock()
+ bad_response.status_code = 200
+ bad_response.json.side_effect = json.JSONDecodeError("nope", "", 0)
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=bad_response,
+ ):
+ assert empty_meta._fetch_single_codelist("IMF.STA", "CL_TEST") is False
+
+
+class TestQueryMixin:
+ """Coverage for ``_query_mixin`` parameter, constraint, codelist resolution."""
+
+ def test_get_dataflow_parameters_unknown_raises(self, seeded_meta):
+ """Unknown dataflow raises ValueError."""
+ with pytest.raises(ValueError, match="not found"):
+ seeded_meta.get_dataflow_parameters("NOPE")
+
+ def test_get_dataflow_parameters_cached(self, seeded_meta):
+ """Returns cached parameters when present."""
+ seeded_meta._dataflow_parameters_cache["TEST_DF"] = {
+ "INDICATOR": [{"label": "GDP", "value": "GDP"}]
+ }
+ result = seeded_meta.get_dataflow_parameters("TEST_DF")
+ assert result == {"INDICATOR": [{"label": "GDP", "value": "GDP"}]}
+
+ def test_get_dataflow_parameters_missing_dsd(self, seeded_meta):
+ """Missing DSD returns ``{}``."""
+ seeded_meta.dataflows["NODSD"] = {
+ "id": "NODSD",
+ "agencyID": "IMF.STA",
+ "structureRef": {"id": "MISSING"},
+ }
+ result = seeded_meta.get_dataflow_parameters("NODSD")
+ assert result == {}
+
+ def test_get_dataflow_parameters_builds(self, seeded_meta, monkeypatch):
+ """Builds parameter map from constraints and cached codelists."""
+
+ def _fake_constraints(self, **kwargs):
+ return {
+ "key_values": [{"id": "INDICATOR", "values": ["GDP"]}],
+ "full_response": {
+ "data": {
+ "contentConstraints": [
+ {
+ "annotations": [
+ {"id": "time_period_start", "title": "1990"},
+ {"id": "time_period_end", "title": "2024"},
+ ]
+ }
+ ]
+ }
+ },
+ }
+
+ monkeypatch.setattr(ImfMetadata, "get_available_constraints", _fake_constraints)
+ result = seeded_meta.get_dataflow_parameters("TEST_DF")
+ assert "INDICATOR" in result
+ assert any(opt["value"] == "GDP" for opt in result["INDICATOR"])
+ assert "TIME_PERIOD" in result
+
+ def test_get_dataflow_parameters_dict_label_and_value_equal(
+ self, seeded_meta, monkeypatch
+ ):
+ """Dict labels are unwrapped; ``label == value`` is replaced by the id."""
+ seeded_meta._codelist_cache["CL_COUNTRY"] = {
+ "USA": {"name": "United States"},
+ "GBR": "GBR",
+ }
+
+ def _fake_constraints(self, **kwargs):
+ return {
+ "key_values": [{"id": "COUNTRY", "values": ["USA", "GBR"]}],
+ "full_response": {"data": {}},
+ }
+
+ monkeypatch.setattr(ImfMetadata, "get_available_constraints", _fake_constraints)
+ result = seeded_meta.get_dataflow_parameters("TEST_DF")
+ labels = {opt["value"]: opt["label"] for opt in result["COUNTRY"]}
+ assert labels["USA"] == "United States"
+ assert labels["GBR"] == "GBR"
+
+ def test_get_dataflow_parameters_fetches_uncached_codelist(
+ self, seeded_meta, monkeypatch
+ ):
+ """Fetches a codelist when no entry is cached for a dimension."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"].append(
+ {"id": "NEW_DIM", "position": "3", "conceptRef": {"id": "NEW_DIM"}}
+ )
+
+ def _fake_constraints(self, **kwargs):
+ return {"key_values": [], "full_response": {"data": {}}}
+
+ def _fake_get_codelist(
+ self, codelist_id, agency_id, dataflow_id, include_descriptions=False
+ ):
+ self._codelist_cache[codelist_id] = {"NEW": "New label"}
+ return {"NEW": "New label"}
+
+ monkeypatch.setattr(ImfMetadata, "get_available_constraints", _fake_constraints)
+ monkeypatch.setattr(ImfMetadata, "_get_codelist_map", _fake_get_codelist)
+ result = seeded_meta.get_dataflow_parameters("TEST_DF")
+ assert "NEW_DIM" in result
+
+ def test_get_dataflow_parameters_unresolvable_dim(self, seeded_meta, monkeypatch):
+ """Dimensions with no resolvable codelist are skipped."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"].append(
+ {"id": "WEIRDOWEIRD", "position": "3", "conceptRef": {"id": "WEIRDO"}}
+ )
+
+ def _fake_constraints(self, **kwargs):
+ return {"key_values": [], "full_response": {"data": {}}}
+
+ monkeypatch.setattr(ImfMetadata, "get_available_constraints", _fake_constraints)
+
+ def _no_codes(
+ self, codelist_id, agency_id, dataflow_id, include_descriptions=False
+ ):
+ return {}
+
+ monkeypatch.setattr(ImfMetadata, "_get_codelist_map", _no_codes)
+ result = seeded_meta.get_dataflow_parameters("TEST_DF")
+ assert "WEIRDOWEIRD" not in result
+
+ def test_get_available_constraints_unknown_dataflow(self, seeded_meta):
+ """Unknown dataflow raises ValueError."""
+ with pytest.raises(ValueError, match="not found"):
+ seeded_meta.get_available_constraints("NOPE", "all")
+
+ def test_get_available_constraints_no_agency(self, seeded_meta):
+ """Missing agency ID raises ValueError."""
+ seeded_meta.dataflows["NA"] = {
+ "id": "NA",
+ "structureRef": {"id": "DSD_TEST"},
+ }
+ with pytest.raises(ValueError, match="Agency ID not found"):
+ seeded_meta.get_available_constraints("NA", "all")
+
+ def test_get_available_constraints_cached(self, seeded_meta):
+ """Cached result returns directly without hitting the network."""
+ cache_key = "TEST_DF:all:None:None:None:()"
+ seeded_meta._constraints_cache[cache_key] = {"key_values": [], "cached": 1}
+ result = seeded_meta.get_available_constraints("TEST_DF", "all")
+ assert result == {"key_values": [], "cached": 1}
+
+ def test_get_available_constraints_http_success(self, seeded_meta):
+ """Successful response is parsed and cached."""
+ payload = {
+ "data": {
+ "dataConstraints": [
+ {
+ "cubeRegions": [
+ {
+ "keyValues": [
+ {
+ "id": "DIM1",
+ "values": ["v1", {"value": "v2"}, None],
+ }
+ ],
+ "components": [
+ {"id": "DIM2", "values": ["x"]},
+ {"id": "", "values": []},
+ ],
+ }
+ ]
+ }
+ ]
+ }
+ }
+ with patch("openbb_core.provider.utils.helpers.make_request") as mock_req:
+ mock_req.return_value = _build_mock_response(json_data=payload)
+ result = seeded_meta.get_available_constraints(
+ "TEST_DF",
+ key="all",
+ component_id="all",
+ mode="available",
+ references="all",
+ extra="value",
+ )
+ ids = {kv["id"] for kv in result["key_values"]}
+ assert {"DIM1", "DIM2"} <= ids
+
+ def test_get_available_constraints_json_decode_error(self, seeded_meta):
+ """JSON decode failure raises OpenBBError."""
+ bad = MagicMock()
+ bad.json.side_effect = json.JSONDecodeError("nope", "", 0)
+ bad.raise_for_status.return_value = None
+ with patch("openbb_core.provider.utils.helpers.make_request", return_value=bad):
+ with pytest.raises(OpenBBError, match="Unexpected response format"):
+ seeded_meta.get_available_constraints("TEST_DF", "all")
+
+ def test_get_available_constraints_request_exception(self, seeded_meta):
+ """RequestException raises OpenBBError."""
+ from requests.exceptions import RequestException
+
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ side_effect=RequestException("boom"),
+ ):
+ with pytest.raises(OpenBBError, match="error occurred"):
+ seeded_meta.get_available_constraints("TEST_DF", "all")
+
+ def test_resolve_codelist_id_codelist_ref_dict(self, seeded_meta):
+ """Direct codelist ref dict short-circuits resolution."""
+ dim_meta = {"representation": {"codelist": {"id": "CL_DIRECT"}}}
+ assert (
+ seeded_meta._resolve_codelist_id("TEST_DF", "DSD_TEST", "DIM", dim_meta)
+ == "CL_DIRECT"
+ )
+
+ def test_resolve_codelist_id_codelist_ref_string(self, seeded_meta):
+ """Direct codelist ref string short-circuits resolution."""
+ dim_meta = {"representation": {"codelist": "CL_STR"}}
+ assert (
+ seeded_meta._resolve_codelist_id("TEST_DF", "DSD_TEST", "DIM", dim_meta)
+ == "CL_STR"
+ )
+
+ def test_resolve_codelist_id_blank_dim_returns_none(self, seeded_meta):
+ """Empty dim_id returns None."""
+ assert seeded_meta._resolve_codelist_id("TEST_DF", "DSD_TEST", "", {}) is None
+
+ def test_resolve_codelist_id_alias_match(self, seeded_meta):
+ """Alias table promotes CL_AREA for REF_AREA-style dimensions."""
+ seeded_meta._codelist_cache["CL_AREA"] = {"USA": "United States"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "REF_AREA",
+ {"conceptRef": {"id": "REF_AREA"}},
+ )
+ assert result == "CL_AREA"
+
+ def test_resolve_codelist_id_alias_specific_match(self, seeded_meta):
+ """Alias also matches the dataflow-specific suffix."""
+ seeded_meta._codelist_cache["CL_TEST_DF_QUANTILE"] = {"Q1": "Q1"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "INCOME_WEALTH_QUANTILE",
+ {},
+ )
+ assert result == "CL_TEST_DF_QUANTILE"
+
+ def test_resolve_codelist_id_counterpart_recurses(self, seeded_meta):
+ """COUNTERPART_ dims recurse to the base dimension."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"].append(
+ {
+ "id": "AREA",
+ "position": "3",
+ "representation": {"codelist": "CL_BASE_AREA"},
+ }
+ )
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "COUNTERPART_AREA",
+ {},
+ )
+ assert result == "CL_BASE_AREA"
+
+ def test_resolve_codelist_id_activity_fallback(self, seeded_meta):
+ """ACTIVITY substring uses the activity fallback codelists."""
+ seeded_meta._codelist_cache["CL_ACTIVITY"] = {"MFG": "Manufacturing"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "SOME_ACTIVITY_INDEX",
+ {},
+ )
+ assert result == "CL_ACTIVITY"
+
+ def test_resolve_codelist_id_coicop_fallback(self, seeded_meta):
+ """COICOP substring uses COICOP fallback codelists."""
+ seeded_meta._codelist_cache["CL_COICOP_2018"] = {"X": "X"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "COICOP_CLASS",
+ {},
+ )
+ assert result == "CL_COICOP_2018"
+
+ def test_resolve_codelist_id_dim_substring_match(self, seeded_meta):
+ """Cache-key substring fallback returns the first match."""
+ seeded_meta._codelist_cache["CL_MASTER_FOO"] = {"X": "Y"}
+ seeded_meta._codelist_cache["CL_RANDOM_FOOBAR"] = {"A": "B"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "FOOBAR",
+ {},
+ )
+ assert result == "CL_RANDOM_FOOBAR"
+
+ def test_resolve_codelist_id_parts_fallback(self, seeded_meta):
+ """Multi-part dim id matches by part inclusion."""
+ seeded_meta._codelist_cache["CL_MASTER_BAR"] = {"X": "Y"}
+ seeded_meta._codelist_cache["CL_RANDOM_ALPHA_BETA"] = {"X": "Y"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "ALPHA_BETA",
+ {},
+ )
+ assert result == "CL_RANDOM_ALPHA_BETA"
+
+ def test_resolve_codelist_id_default_first_candidate(self, seeded_meta):
+ """Defaults to the first generated candidate when nothing matches."""
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "ALPHA_NEW_DIMENSION",
+ {},
+ )
+ assert result is not None
+ assert result.startswith("CL_")
+
+ def test_resolve_codelist_id_strips_shared_prefix(self, seeded_meta):
+ """When dim_id shares a leading token with dataflow_id, the trimmed candidate resolves."""
+ seeded_meta._codelist_cache["CL_GS_LI_MS"] = {"M": "Married"}
+ result = seeded_meta._resolve_codelist_id("GS_LI", "DSD_GS_LI", "GS_MS", {})
+ assert result == "CL_GS_LI_MS"
+
+ def test_resolve_codelist_id_concept_codelist_id_wins(self, seeded_meta):
+ """The conceptscheme's ``codelist_id`` short-circuits all heuristics."""
+ seeded_meta.conceptschemes = {
+ "CS_TEST": {
+ "concepts": [
+ {"id": "WIDGETS", "codelist_id": "CL_WIDGETS_REAL"},
+ ]
+ }
+ }
+ dim_meta = {"conceptRef": {"id": "WIDGETS", "maintainableParentID": "CS_TEST"}}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF", "DSD_TEST", "DIM", dim_meta
+ )
+ assert result == "CL_WIDGETS_REAL"
+
+ def test_resolve_codelist_id_country_dim(self, seeded_meta):
+ """Country-like dims try ISO_COUNTRY candidate first."""
+ seeded_meta._codelist_cache["CL_TEST_ISO_COUNTRY"] = {"USA": "United States"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "COUNTRY",
+ {"conceptRef": {"id": "COUNTRY"}},
+ )
+ assert result == "CL_TEST_ISO_COUNTRY"
+
+ def test_resolve_codelist_id_parent_scheme(self, seeded_meta):
+ """``maintainableParentID`` derives a candidate."""
+ seeded_meta._codelist_cache["CL_TEST_X"] = {"V": "Value"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "X",
+ {"conceptRef": {"id": "X", "maintainableParentID": "CS_TEST"}},
+ )
+ assert result is not None
+
+ def test_resolve_codelist_id_case_insensitive_match(self, seeded_meta):
+ """Case-insensitive cache lookup recovers a match."""
+ seeded_meta._codelist_cache["cl_test_df_indicator_lower"] = {"X": "Y"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "INDICATOR_LOWER",
+ {},
+ )
+ assert result == "cl_test_df_indicator_lower"
+
+ def test_resolve_codelist_id_multipart_skips_master(self, seeded_meta):
+ """Multi-part match loop skips ``CL_MASTER_*`` keys."""
+ seeded_meta._codelist_cache["CL_MASTER_BETAA_ALPHAA"] = {"X": "Y"}
+ seeded_meta._codelist_cache["CL_RANDOMM_BETAA_ALPHAA"] = {"X": "Y"}
+ result = seeded_meta._resolve_codelist_id(
+ "TEST_DF",
+ "DSD_TEST",
+ "ALPHAA_BETAA",
+ {},
+ )
+ assert result == "CL_RANDOMM_BETAA_ALPHAA"
+
+ def test_get_dataflow_parameters_cached_codes_branch(
+ self, seeded_meta, monkeypatch
+ ):
+ """Constrained value path hits the cached codes branch."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"] = [
+ {"id": "INDICATOR", "position": "0", "conceptRef": {"id": "INDICATOR"}}
+ ]
+
+ def _fake_constraints(self, **kwargs):
+ return {
+ "key_values": [{"id": "INDICATOR", "values": ["GDP"]}],
+ "full_response": {"data": {}},
+ }
+
+ monkeypatch.setattr(ImfMetadata, "get_available_constraints", _fake_constraints)
+ result = seeded_meta.get_dataflow_parameters("TEST_DF")
+ assert "INDICATOR" in result
+
+ def test_get_dataflow_parameters_skips_time_period_and_unresolved(
+ self, seeded_meta, monkeypatch
+ ):
+ """TIME_PERIOD dim and dims that resolve to None are skipped."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"] = [
+ {
+ "id": "TIME_PERIOD",
+ "position": "0",
+ "conceptRef": {"id": "TIME_PERIOD"},
+ },
+ {"id": "INDICATOR", "position": "1", "conceptRef": {"id": "INDICATOR"}},
+ ]
+
+ def _fake_constraints(self, **kwargs):
+ return {"key_values": [], "full_response": {"data": {}}}
+
+ monkeypatch.setattr(ImfMetadata, "get_available_constraints", _fake_constraints)
+
+ def _resolve(self, dataflow_id, dsd_id, dim_id, dim_meta):
+ if dim_id == "INDICATOR":
+ return None
+ return f"CL_{dim_id}"
+
+ monkeypatch.setattr(ImfMetadata, "_resolve_codelist_id", _resolve)
+ result = seeded_meta.get_dataflow_parameters("TEST_DF")
+ assert "TIME_PERIOD" not in result
+ assert "INDICATOR" not in result
+
+ def test_get_dataflow_parameters_no_agency(self, seeded_meta, monkeypatch):
+ """``_get_codes`` returns ``{}`` when agency is missing."""
+ seeded_meta.dataflows["NA_AGY"] = {
+ "id": "NA_AGY",
+ "structureRef": {"id": "DSD_NA"},
+ }
+ seeded_meta.datastructures["DSD_NA"] = {
+ "id": "DSD_NA",
+ "dimensions": [
+ {"id": "NEW_DIM", "position": "0", "conceptRef": {"id": "NEW_DIM"}}
+ ],
+ }
+
+ def _fake_constraints(self, **kwargs):
+ return {"key_values": [], "full_response": {"data": {}}}
+
+ monkeypatch.setattr(ImfMetadata, "get_available_constraints", _fake_constraints)
+ result = seeded_meta.get_dataflow_parameters("NA_AGY")
+ assert result == {}
+
+
+class TestSearchMixin:
+ """Coverage for ``_search_mixin``."""
+
+ def test_list_dataflows_sorts_and_strips(self, seeded_meta):
+ """Returns ``[{label, value}]`` sorted by id."""
+ result = seeded_meta.list_dataflows()
+ assert result == [{"label": "Test Dataflow", "value": "TEST_DF"}]
+
+ def test_search_dataflows_empty_query_raises(self, seeded_meta):
+ """Empty query raises OpenBBError."""
+ with pytest.raises(OpenBBError, match="empty or invalid"):
+ seeded_meta.search_dataflows("")
+
+ def test_search_dataflows_skips_dataflow_without_structure_ref(self, seeded_meta):
+ """Skips entries missing ``structureRef.id``."""
+ seeded_meta.dataflows["NO_REF"] = {
+ "id": "NO_REF",
+ "name": "Test Dataflow",
+ "description": "",
+ "structureRef": {},
+ }
+ result = seeded_meta.search_dataflows("test")
+ groups = [g["group_id"] for g in result]
+ assert "DSD_TEST" in groups
+
+ def test_search_indicators_no_query_no_keywords_raises(self, seeded_meta):
+ """OpenBBError raised when none of query/keywords/dataflows provided."""
+ with pytest.raises(OpenBBError, match="must be provided"):
+ seeded_meta.search_indicators("")
+
+ def test_search_indicators_no_target_dataflows_raises(self, monkeypatch):
+ """Empty dataflows list raises OpenBBError."""
+ ImfMetadata._reset()
+ monkeypatch.setattr(ImfMetadata, "_load_from_cache", lambda self: True)
+ meta = ImfMetadata()
+ meta.dataflows = {}
+ with pytest.raises(OpenBBError, match="No valid dataflows"):
+ meta.search_indicators("gdp")
+
+ def test_search_indicators_string_dataflow(self, seeded_meta, monkeypatch):
+ """Accepts a single dataflow id as a string."""
+
+ def _fake_get_hierarchies(self, df_id):
+ return []
+
+ def _fake_get_indicators(self, df_id):
+ return [
+ {
+ "indicator": "GDP",
+ "label": "GDP",
+ "description": "",
+ "dataflow_name": "Test",
+ "dataflow_id": df_id,
+ }
+ ]
+
+ monkeypatch.setattr(
+ ImfMetadata, "get_dataflow_hierarchies", _fake_get_hierarchies
+ )
+ monkeypatch.setattr(ImfMetadata, "get_indicators_in", _fake_get_indicators)
+ results = seeded_meta.search_indicators("gdp", dataflows="TEST_DF")
+ assert results
+
+ def test_build_indicator_table_maps_swallows_errors(self, seeded_meta, monkeypatch):
+ """Hierarchies and structures that raise are skipped."""
+
+ def _raise_hier(self, df_id):
+ raise RuntimeError("nope")
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _raise_hier)
+ result = seeded_meta._build_indicator_table_maps({"TEST_DF"})
+ assert result == ({}, {})
+
+ def test_build_indicator_table_maps_dedupes_table_entries(
+ self, seeded_meta, monkeypatch
+ ):
+ """Duplicate table entries are not appended twice."""
+
+ def _hier(self, df_id):
+ return [{"id": "H1", "name": "Hier", "description": "Hier desc"}]
+
+ def _structure(self, df_id, hier_id):
+ return {
+ "indicators": [
+ {
+ "indicator_code": "GDP",
+ "is_group": False,
+ },
+ {
+ "indicator_code": "GDP",
+ "is_group": False,
+ },
+ {
+ "indicator_code": "",
+ "is_group": False,
+ },
+ {
+ "is_group": True,
+ },
+ ]
+ }
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_table_structure", _structure)
+ i2t, i2text = seeded_meta._build_indicator_table_maps({"TEST_DF"})
+ assert i2t["TEST_DF_GDP"] == [{"table_id": "H1", "table_name": "Hier"}]
+
+ def test_build_indicator_table_maps_structure_error_skipped(
+ self, seeded_meta, monkeypatch
+ ):
+ """A structure-fetch exception skips that hierarchy."""
+
+ def _hier(self, df_id):
+ return [{"id": "H1", "name": "Hier", "description": ""}]
+
+ def _structure_boom(self, df_id, hier_id):
+ raise RuntimeError("nope")
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ monkeypatch.setattr(
+ ImfMetadata, "get_dataflow_table_structure", _structure_boom
+ )
+ result = seeded_meta._build_indicator_table_maps({"TEST_DF"})
+ assert result == ({}, {})
+
+ def test_collect_indicators_warns_on_error(self, seeded_meta, monkeypatch):
+ """A failing get_indicators_in emits an OpenBBWarning."""
+
+ def _boom(self, df_id):
+ raise ValueError("boom")
+
+ monkeypatch.setattr(ImfMetadata, "get_indicators_in", _boom)
+ with pytest.warns(OpenBBWarning, match="Could not retrieve"):
+ result = seeded_meta._collect_indicators({"TEST_DF"}, {}, {})
+ assert result == []
+
+ def test_filter_indicators_by_query_empty_query(self, seeded_meta):
+ """Empty query returns the list unchanged."""
+ items = [{"label": "A"}]
+ assert seeded_meta._filter_indicators_by_query(items, "") == items
+
+ def test_filter_indicators_by_query_whitespace_query(self, seeded_meta):
+ """Whitespace-only query returns the list unchanged."""
+ items = [{"label": "A"}]
+ assert seeded_meta._filter_indicators_by_query(items, " ; ") == items
+
+ def test_filter_indicators_by_query_quoted_phrase_match(self, seeded_meta):
+ """Unparsed quoted phrases fall back to substring match."""
+ items = [
+ {
+ "indicator": "GDP",
+ "label": "Gross Domestic Product",
+ "description": "",
+ "dataflow_name": "Macro",
+ "dataflow_id": "TEST",
+ }
+ ]
+ result = seeded_meta._filter_indicators_by_query(items, '""')
+ assert result == []
+
+ def test_filter_indicators_by_query_match_via_table_text(self, seeded_meta):
+ """Match via ``_table_search_text``."""
+ items = [
+ {
+ "indicator": "X",
+ "label": "X",
+ "description": "",
+ "dataflow_name": "",
+ "dataflow_id": "TEST",
+ "_table_search_text": "macro indicators",
+ }
+ ]
+ result = seeded_meta._filter_indicators_by_query(items, "macro")
+ assert result
+
+ def test_filter_indicators_by_keywords_no_keywords(self, seeded_meta):
+ """Without keywords, just strips ``_table_search_text``."""
+ items = [{"label": "A", "_table_search_text": "x"}]
+ result = seeded_meta._filter_indicators_by_keywords(items, None)
+ assert "_table_search_text" not in result[0]
+
+ def test_filter_indicators_by_keywords_inclusion(self, seeded_meta):
+ """Keyword inclusion filter."""
+ items = [
+ {
+ "indicator": "GDP",
+ "label": "Gross Domestic Product",
+ "description": "",
+ "_table_search_text": "",
+ },
+ {
+ "indicator": "CPI",
+ "label": "Consumer Price Index",
+ "description": "",
+ "_table_search_text": "",
+ },
+ ]
+ result = seeded_meta._filter_indicators_by_keywords(items, ["gdp"])
+ assert len(result) == 1
+
+ def test_filter_indicators_by_keywords_exclusion(self, seeded_meta):
+ """``not `` excludes matching items."""
+ items = [
+ {
+ "indicator": "GDP",
+ "label": "Gross Domestic Product",
+ "description": "",
+ "_table_search_text": "",
+ },
+ {
+ "indicator": "CPI",
+ "label": "Consumer Price Index",
+ "description": "",
+ "_table_search_text": "",
+ },
+ ]
+ result = seeded_meta._filter_indicators_by_keywords(items, ["not gdp"])
+ assert len(result) == 1
+ assert result[0]["indicator"] == "CPI"
+
+ def test_filter_indicators_by_keywords_exclude_word_absent(self, seeded_meta):
+ """``not `` keeps the item when the word is absent."""
+ items = [
+ {
+ "indicator": "GDP",
+ "label": "Gross Domestic Product",
+ "description": "",
+ "_table_search_text": "",
+ }
+ ]
+ result = seeded_meta._filter_indicators_by_keywords(items, ["not zzz"])
+ assert len(result) == 1
+
+ def test_matches_query_helper(self):
+ """Helper ANDs within an OR-group, ORs across groups."""
+ assert _matches_query("gdp growth", [["gdp", "growth"]])
+ assert not _matches_query("gdp", [["gdp", "growth"]])
+ assert _matches_query("inflation", [["gdp"], ["inflation"]])
+
+ def test_filter_indicators_by_query_stop_word_phrase(self, seeded_meta):
+ """A phrase that parses to empty falls back to substring matching."""
+ items = [
+ {
+ "indicator": "OF",
+ "label": "of indicator",
+ "description": "",
+ "dataflow_name": "",
+ "dataflow_id": "",
+ }
+ ]
+ result = seeded_meta._filter_indicators_by_query(items, "of")
+ assert len(result) == 1
+
+ def test_search_dataflows_skips_non_match(self, seeded_meta):
+ """Dataflows that do not match the query are skipped."""
+ seeded_meta.dataflows["OTHER"] = {
+ "id": "OTHER",
+ "name": "Unrelated",
+ "description": "Nothing useful",
+ "structureRef": {"id": "DSD_OTHER"},
+ }
+ result = seeded_meta.search_dataflows("dataflow")
+ assert all(g["group_id"] != "DSD_OTHER" for g in result)
+
+ def test_search_indicators_with_query_pipeline(self, seeded_meta, monkeypatch):
+ """End-to-end search pipeline returns indicators."""
+
+ def _hier(self, df_id):
+ return [{"id": "H1", "name": "GDP table", "description": ""}]
+
+ def _structure(self, df_id, hier_id):
+ return {"indicators": [{"indicator_code": "GDP", "is_group": False}]}
+
+ def _indicators(self, df_id):
+ return [
+ {
+ "indicator": "GDP",
+ "label": "Gross Domestic Product",
+ "description": "Total output",
+ "dataflow_name": "Test",
+ "dataflow_id": df_id,
+ }
+ ]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_table_structure", _structure)
+ monkeypatch.setattr(ImfMetadata, "get_indicators_in", _indicators)
+ result = seeded_meta.search_indicators("gdp")
+ assert any(i["indicator"] == "GDP" for i in result)
+
+
+class TestTableMixinHelpers:
+ """Coverage for module-level helpers inside ``_table_mixin``."""
+
+ def test_is_irfcl_path_label(self):
+ """Detects IRFCL path-style labels."""
+ assert _is_irfcl_path_label("Foo, Up to 1 month, Bar") is True
+ assert _is_irfcl_path_label("Random label") is False
+
+ def test_hierarchy_overlaps_dataflow_no_codes(self):
+ """Empty hierarchy returns True (assume overlap)."""
+ assert _hierarchy_overlaps_dataflow({"hierarchicalCodes": []}, {"GDP"})
+
+ def test_hierarchy_overlaps_dataflow_intersection(self):
+ """Returns True when codes intersect available values."""
+ hier = {
+ "hierarchicalCodes": [
+ {"code": "urn:any.INDICATOR.GDP"},
+ {
+ "code": "urn:any.INDICATOR.X",
+ "hierarchicalCodes": [{"code": "urn:any.INDICATOR.Y"}],
+ },
+ ]
+ }
+ assert _hierarchy_overlaps_dataflow(hier, {"GDP"}) is True
+
+ def test_hierarchy_overlaps_dataflow_prefix(self):
+ """Prefix-based overlap detection."""
+ hier = {"hierarchicalCodes": [{"code": "urn:any.INDICATOR.GDP"}]}
+ assert _hierarchy_overlaps_dataflow(hier, {"GDP_DETAIL"}) is True
+
+ def test_hierarchy_overlaps_dataflow_no_match(self):
+ """No overlap returns False."""
+ hier = {"hierarchicalCodes": [{"code": "urn:any.INDICATOR.GDP"}]}
+ assert _hierarchy_overlaps_dataflow(hier, {"OTHER"}) is False
+
+ def test_derive_node_label_inward_outward_split(self):
+ """Strips Inward/Outward prefix on CL_DIP_INDICATOR labels."""
+ out = _derive_node_label(
+ codelist_id_for_code="CL_DIP_INDICATOR",
+ full_label="Inward, Direct, Investment",
+ parent_full_label=None,
+ ancestor_labels=[],
+ )
+ assert out == "Direct, Investment"
+
+ def test_derive_node_label_strip_parent_prefix(self):
+ """Path-style labels strip the parent prefix."""
+ out = _derive_node_label(
+ codelist_id_for_code="X_INDICATOR_PUB",
+ full_label="Parent, Child",
+ parent_full_label="Parent",
+ ancestor_labels=[],
+ )
+ assert out == "Child"
+
+ def test_derive_node_label_parent_prefix_no_remainder(self):
+ """When the prefix equals the full label, splits on commas."""
+ out = _derive_node_label(
+ codelist_id_for_code="X_INDICATOR_PUB",
+ full_label="Parent",
+ parent_full_label="Parent",
+ ancestor_labels=[],
+ )
+ assert out == "Parent"
+
+ def test_derive_node_label_parent_prefix_with_commas_only(self):
+ """Returns the last segment when only commas are present."""
+ out = _derive_node_label(
+ codelist_id_for_code="X_INDICATOR_PUB",
+ full_label="Parent, Tail",
+ parent_full_label="Parent, Tail",
+ ancestor_labels=[],
+ )
+ assert out == "Tail"
+
+ def test_derive_node_label_with_ancestors(self):
+ """Path-style with ancestors uses ``_strip_known_ancestors``."""
+ out = _derive_node_label(
+ codelist_id_for_code="X_INDICATOR_PUB",
+ full_label="A, B, C",
+ parent_full_label=None,
+ ancestor_labels=["A"],
+ )
+ assert "B" in out
+
+ def test_derive_node_label_path_style_comma_only(self):
+ """Without ancestors, returns the last comma-separated part."""
+ out = _derive_node_label(
+ codelist_id_for_code="X_INDICATOR_PUB",
+ full_label="Foo, Bar",
+ parent_full_label=None,
+ ancestor_labels=[],
+ )
+ assert out == "Bar"
+
+ def test_derive_node_label_non_path_style_parent_prefix(self):
+ """Non-path-style with parent prefix returns last segment."""
+ out = _derive_node_label(
+ codelist_id_for_code="CL_NORMAL",
+ full_label="Parent, Tail",
+ parent_full_label="Parent",
+ ancestor_labels=[],
+ )
+ assert out == "Tail"
+
+ def test_derive_node_label_default(self):
+ """Default returns the original label."""
+ out = _derive_node_label(
+ codelist_id_for_code="CL_NORMAL",
+ full_label="Plain Label",
+ parent_full_label=None,
+ ancestor_labels=[],
+ )
+ assert out == "Plain Label"
+
+ def test_derive_node_label_falsy(self):
+ """Empty label stays empty."""
+ out = _derive_node_label(
+ codelist_id_for_code=None,
+ full_label="",
+ parent_full_label=None,
+ ancestor_labels=[],
+ )
+ assert out == ""
+
+ def test_strip_known_ancestors_total_match(self):
+ """``total`` prefix detection in ancestor parts."""
+ result = _strip_known_ancestors(
+ "CL_FOO",
+ "Assets",
+ ["Total Assets"],
+ )
+ assert result == "Assets"
+
+ def test_strip_known_ancestors_substring(self):
+ """Substring of length-6+ counts as ancestor."""
+ result = _strip_known_ancestors(
+ "CL_FOO",
+ "Foreign Direct Investment Inflows",
+ ["Foreign"],
+ )
+ assert "Foreign" not in result or result == "Foreign Direct Investment Inflows"
+
+ def test_strip_known_ancestors_short_ancestor_skipped(self):
+ """Short ancestor part (<6 chars) does not trigger substring match."""
+ result = _strip_known_ancestors(
+ "CL_FOO",
+ "Foreign Direct Investment Inflows",
+ ["GDP"],
+ )
+ assert result == "Foreign Direct Investment Inflows"
+
+ def test_strip_known_ancestors_irfcl_retains_three_parts(self):
+ """IRFCL codelists keep 3+ parts as-is."""
+ result = _strip_known_ancestors(
+ "CL_IRFCL_X",
+ "A, B, C, D",
+ [],
+ )
+ assert result == "A, B, C, D"
+
+ def test_strip_known_ancestors_colon_split(self):
+ """Labels split on ':' as well."""
+ result = _strip_known_ancestors(
+ "CL_FOO",
+ "Parent: Child, Grand",
+ ["Parent"],
+ )
+ assert "Child" in result
+
+ def test_strip_known_ancestors_long_strings_subset(self):
+ """Long-string subset detection picks substring."""
+ long_anc = "x" * 20
+ result = _strip_known_ancestors(
+ "CL_FOO",
+ long_anc,
+ [long_anc + "y"],
+ )
+ assert result == long_anc
+
+ def test_strip_known_ancestors_long_string_window(self):
+ """Long-string window detection covers >30-char shorter strings."""
+ result = _strip_known_ancestors(
+ "CL_FOO",
+ "a" * 35,
+ ["b" + "a" * 35 + "c"],
+ )
+ assert result == "a" * 35
+
+ def test_strip_known_ancestors_all_stripped_returns_last(self):
+ """When everything is stripped, return the last child part."""
+ result = _strip_known_ancestors(
+ "CL_FOO",
+ "Parent",
+ ["Parent"],
+ )
+ assert result == "Parent"
+
+ def test_strip_known_ancestors_empty_child_parts(self):
+ """Empty child parts falls back to full_label."""
+ result = _strip_known_ancestors("CL_FOO", "", [])
+ assert result == ""
+
+ def test_build_series_id_unordered_dims(self):
+ """Unordered dims appended after ordered ones."""
+ sid = _build_series_id(
+ agency_clean="IMF",
+ dataflow_id="DF",
+ current_dimension_codes={"INDICATOR": "X", "FREQ": "A"},
+ indicator_dimension_order={"INDICATOR": 1},
+ parent_codes=[],
+ indicator_code="X",
+ )
+ assert sid == "IMF_DF_X_A"
+
+ def test_build_series_id_fallback_to_parents(self):
+ """No ordered codes falls back to parent_codes."""
+ sid = _build_series_id(
+ agency_clean="IMF",
+ dataflow_id="DF",
+ current_dimension_codes={},
+ indicator_dimension_order={},
+ parent_codes=["A"],
+ indicator_code="B",
+ )
+ assert sid == "IMF_DF_A_B"
+
+
+class TestTableMixinMain:
+ """Coverage for ``TableMixin`` methods that drive table resolution."""
+
+ def test_validate_hierarchy_queryable_empty(self, seeded_meta):
+ """Empty codes returns False."""
+ assert seeded_meta._validate_hierarchy_queryable("TEST_DF", []) is False
+
+ def test_validate_hierarchy_queryable_sample(self, seeded_meta):
+ """Validates a sample of codes against dimension resolution."""
+ codes = [
+ {"code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP"},
+ {"code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).CPI"},
+ {"code": ""},
+ {"code": "no-codelist-format"},
+ ]
+ assert seeded_meta._validate_hierarchy_queryable("TEST_DF", codes) is True
+
+ def test_validate_hierarchy_queryable_invalid_dim(self, seeded_meta):
+ """Returns False when codes have no resolvable dimension."""
+ codes = [
+ {"code": "urn:sdmx:any=IMF.STA:CL_NOWHERE(1.0).X"},
+ {"code": "urn:sdmx:any=IMF.STA:CL_NOWHERE(1.0).Y"},
+ ]
+ assert seeded_meta._validate_hierarchy_queryable("TEST_DF", codes) is False
+
+ def test_get_dataflow_hierarchies_unknown_raises(self, seeded_meta):
+ """Unknown dataflow raises ValueError."""
+ with pytest.raises(ValueError, match="not found"):
+ seeded_meta.get_dataflow_hierarchies("NOPE")
+
+ def test_get_dataflow_hierarchies_missing_dsd_returns_empty(self, seeded_meta):
+ """Missing DSD short-circuits to an empty list."""
+ seeded_meta.dataflows["BAD_DSD"] = {
+ "id": "BAD_DSD",
+ "agencyID": "IMF.STA",
+ "structureRef": {"id": "GONE"},
+ "name": "Bad",
+ }
+ assert seeded_meta.get_dataflow_hierarchies("BAD_DSD") == []
+
+ def test_get_dataflow_hierarchies_no_indicator_codelist(self, seeded_meta):
+ """No indicator codelist short-circuits to an empty list."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"] = [
+ {"id": "RANDOM", "position": "0", "conceptRef": {"id": "RANDOM"}}
+ ]
+ assert seeded_meta.get_dataflow_hierarchies("TEST_DF") == []
+
+ def test_get_dataflow_hierarchies_returns_entries(self, seeded_meta, monkeypatch):
+ """Produces hierarchy entries when mappings exist."""
+ seeded_meta._codelist_to_hierarchies_map["CL_INDICATOR"] = ["H1"]
+ seeded_meta.hierarchies["H1"] = {
+ "id": "H1",
+ "name": "Hierarchy",
+ "descriptions": {"en": "desc"},
+ "hierarchicalCodes": [{"code": "urn:any=IMF.STA:CL_INDICATOR(1.0).GDP"}],
+ "agencyID": "IMF.STA",
+ "version": "1.0",
+ }
+
+ def _params(self, df_id):
+ return {"INDICATOR": [{"value": "GDP", "label": "GDP"}]}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _params)
+ result = seeded_meta.get_dataflow_hierarchies("TEST_DF")
+ assert result and result[0]["id"] == "H1"
+
+ def test_get_dataflow_hierarchies_skips_non_overlapping(
+ self, seeded_meta, monkeypatch
+ ):
+ """Hierarchy with no overlap is filtered out."""
+ seeded_meta._codelist_to_hierarchies_map["CL_INDICATOR"] = ["H_NO"]
+ seeded_meta.hierarchies["H_NO"] = {
+ "id": "H_NO",
+ "name": "Hierarchy",
+ "descriptions": {},
+ "hierarchicalCodes": [{"code": "urn:any=IMF.STA:CL_INDICATOR(1.0).XYZ"}],
+ }
+
+ def _params(self, df_id):
+ return {"INDICATOR": [{"value": "GDP", "label": "GDP"}]}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _params)
+ result = seeded_meta.get_dataflow_hierarchies("TEST_DF")
+ assert result == []
+
+ def test_get_dataflow_hierarchies_params_exception(self, seeded_meta, monkeypatch):
+ """``get_dataflow_parameters`` failure is swallowed."""
+ seeded_meta._codelist_to_hierarchies_map["CL_INDICATOR"] = ["H1"]
+ seeded_meta.hierarchies["H1"] = {
+ "name": "Hierarchy",
+ "descriptions": {"en": "desc"},
+ "hierarchicalCodes": [{"code": "urn:any=IMF.STA:CL_INDICATOR(1.0).GDP"}],
+ }
+
+ def _boom(self, df_id):
+ raise RuntimeError("nope")
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _boom)
+ result = seeded_meta.get_dataflow_hierarchies("TEST_DF")
+ assert result and result[0]["name"] == "Hierarchy"
+
+ def test_get_dataflow_hierarchies_skips_missing_hier_obj(
+ self, seeded_meta, monkeypatch
+ ):
+ """Missing hierarchy object is skipped."""
+ seeded_meta._codelist_to_hierarchies_map["CL_INDICATOR"] = ["GONE"]
+
+ def _params(self, df_id):
+ return {}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _params)
+ assert seeded_meta.get_dataflow_hierarchies("TEST_DF") == []
+
+ def test_get_dataflow_hierarchies_irfcl_split(self, seeded_meta, monkeypatch):
+ """IRFCL dataflow uses ``_split_irfcl_hierarchy``."""
+ seeded_meta.dataflows["IRFCL"] = {
+ "id": "IRFCL",
+ "agencyID": "IMF.STA",
+ "structureRef": {"id": "DSD_IRFCL"},
+ "name": "IRFCL",
+ }
+ seeded_meta.datastructures["DSD_IRFCL"] = {
+ "id": "DSD_IRFCL",
+ "dimensions": [
+ {"id": "INDICATOR", "position": "0", "conceptRef": {"id": "IND"}}
+ ],
+ }
+ seeded_meta._codelist_cache["CL_IRFCL_INDICATOR"] = {
+ "X": "Reserves",
+ "Y": "Other",
+ }
+ seeded_meta._codelist_cache["CL_IRFCL_SECTION"] = {
+ "X_": "Section X",
+ }
+ seeded_meta._codelist_to_hierarchies_map["CL_IRFCL_INDICATOR"] = ["H1"]
+ seeded_meta.hierarchies["H1"] = {
+ "id": "H1",
+ "name": "Hierarchy",
+ "agencyID": "IMF.STA",
+ "version": "1.0",
+ "hierarchicalCodes": [
+ {
+ "id": "T1",
+ "code": "urn:any=IMF.STA:CL_IRFCL_INDICATOR(1.0).X_RES",
+ },
+ {
+ "id": "T2",
+ "code": "urn:any=IMF.STA:CL_IRFCL_INDICATOR(1.0).Y_RES",
+ },
+ ],
+ }
+
+ def _params(self, df_id):
+ return {}
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_parameters", _params)
+ result = seeded_meta.get_dataflow_hierarchies("IRFCL")
+ assert len(result) == 2
+ assert all(":" in r["id"] for r in result)
+
+ def test_find_indicator_codelist_substring_fallback(self, seeded_meta):
+ """Falls back to dimensions containing 'INDICATOR' when no whitelist match."""
+ seeded_meta._codelist_cache["CL_TEST_DF_OTHER_INDICATOR"] = {"X": "Y"}
+ result = seeded_meta._find_indicator_codelist_for_hierarchies(
+ "TEST_DF",
+ "DSD_TEST",
+ [
+ {"id": "OTHER_INDICATOR"},
+ {"id": "RANDOM"},
+ ],
+ )
+ assert result == "CL_TEST_DF_OTHER_INDICATOR"
+
+ def test_split_irfcl_hierarchy_uses_section_codes(self, seeded_meta):
+ """Section codes override the table label when matched."""
+ seeded_meta._codelist_cache["CL_IRFCL_SECTION"] = {"AA": "Section AA"}
+ seeded_meta._codelist_cache["CL_IRFCL_INDICATOR"] = {
+ "AA_X": "AA Label",
+ "BB_X": "BB Label",
+ }
+ top_codes = [
+ {"id": "T1", "code": "urn:any=IMF.STA:CL_IRFCL_INDICATOR(1.0).AA_X"},
+ {"id": "BB_X", "code": "BB_X"},
+ ]
+ out = seeded_meta._split_irfcl_hierarchy(
+ "IRFCL",
+ "H1",
+ {"agencyID": "IMF.STA", "version": "1.0"},
+ top_codes,
+ "CL_IRFCL_INDICATOR",
+ )
+ assert out[0]["name"] == "Section AA"
+ assert out[1]["name"] == "BB Label"
+
+ def test_get_dataflow_table_structure_no_hierarchies(
+ self, seeded_meta, monkeypatch
+ ):
+ """Raises when no hierarchies are available."""
+
+ def _none(self, df_id):
+ return []
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _none)
+ with pytest.raises(ValueError, match="No presentation hierarchies"):
+ seeded_meta.get_dataflow_table_structure("TEST_DF")
+
+ def test_get_dataflow_table_structure_unknown_table_raises(
+ self, seeded_meta, monkeypatch
+ ):
+ """Unknown table_id raises ValueError."""
+
+ def _hier(self, df_id):
+ return [{"id": "H1", "name": "X"}]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ with pytest.raises(ValueError, match="Hierarchy 'BAD' not found"):
+ seeded_meta.get_dataflow_table_structure("TEST_DF", "BAD")
+
+ def test_get_dataflow_table_structure_hierarchy_missing_in_cache(
+ self, seeded_meta, monkeypatch
+ ):
+ """Hierarchy listed but absent from ``self.hierarchies`` raises."""
+
+ def _hier(self, df_id):
+ return [{"id": "H1", "name": "X"}]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ with pytest.raises(ValueError, match="not found in cache"):
+ seeded_meta.get_dataflow_table_structure("TEST_DF", "H1")
+
+ def test_get_dataflow_table_structure_blank_table_id(
+ self, seeded_meta, monkeypatch
+ ):
+ """Resolved blank table_id raises ValueError explicitly."""
+ seeded_meta.hierarchies[""] = {"hierarchicalCodes": []}
+
+ def _hier(self, df_id):
+ return [{"name": "X"}]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ with pytest.raises(ValueError, match="table_id cannot be None"):
+ seeded_meta.get_dataflow_table_structure("TEST_DF")
+
+ def test_get_dataflow_table_structure_blank_dim_skipped(
+ self, seeded_meta, monkeypatch
+ ):
+ """A DSD dimension with a blank id is skipped during ordering."""
+ seeded_meta.datastructures["DSD_TEST"]["dimensions"].insert(
+ 0, {"id": "", "position": "-1", "conceptRef": {"id": ""}}
+ )
+ seeded_meta.hierarchies["H1"] = {
+ "id": "H1",
+ "name": "Hier",
+ "agencyID": "IMF.STA",
+ "version": "1.0",
+ "hierarchicalCodes": [
+ {
+ "id": "C1",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP",
+ "level": "0",
+ }
+ ],
+ }
+ seeded_meta._hierarchy_to_codelist_map["H1"] = "CL_INDICATOR"
+
+ def _hier(self, df_id):
+ return [{"id": "H1", "name": "Hier"}]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ result = seeded_meta.get_dataflow_table_structure("TEST_DF", "H1")
+ assert result["total_indicators"] == 1
+
+ def test_get_dataflow_table_structure_basic(self, seeded_meta, monkeypatch):
+ """Smoke test for a minimal hierarchy resolution."""
+ seeded_meta.hierarchies["H1"] = {
+ "id": "H1",
+ "name": "Hier",
+ "description": "",
+ "agencyID": "IMF.STA",
+ "version": "1.0",
+ "hierarchicalCodes": [
+ {
+ "id": "C1",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP",
+ "level": "0",
+ }
+ ],
+ }
+ seeded_meta._hierarchy_to_codelist_map["H1"] = "CL_INDICATOR"
+
+ def _hier(self, df_id):
+ return [{"id": "H1", "name": "Hier"}]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ result = seeded_meta.get_dataflow_table_structure("TEST_DF", "H1")
+ assert result["hierarchy_id"] == "H1"
+ assert result["total_indicators"] == 1
+
+ def test_get_dataflow_table_structure_filters_top_level(
+ self, seeded_meta, monkeypatch
+ ):
+ """Table id with ``:`` filters to a single top-level code."""
+ seeded_meta.hierarchies["H1"] = {
+ "id": "H1",
+ "name": "Hier",
+ "agencyID": "IMF.STA",
+ "version": "1.0",
+ "hierarchicalCodes": [
+ {
+ "id": "T1",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP",
+ "level": "0",
+ },
+ {
+ "id": "T2",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).CPI",
+ "level": "0",
+ },
+ ],
+ }
+ seeded_meta._hierarchy_to_codelist_map["H1"] = "CL_INDICATOR"
+
+ def _hier(self, df_id):
+ return [{"id": "H1:T1", "name": "Hier"}]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ result = seeded_meta.get_dataflow_table_structure("TEST_DF", "H1:T1")
+ assert result["total_indicators"] == 1
+ assert result["indicators"][0]["indicator_code"] == "GDP"
+
+ def test_get_dataflow_table_structure_irfcl_calls_fix(
+ self, seeded_meta, monkeypatch
+ ):
+ """IRFCL dataflow runs ``_fix_irfcl_hierarchy`` over the output."""
+ seeded_meta.dataflows["IRFCL"] = {
+ "id": "IRFCL",
+ "agencyID": "IMF.STA",
+ "structureRef": {"id": "DSD_IRFCL"},
+ "name": "IRFCL",
+ }
+ seeded_meta.datastructures["DSD_IRFCL"] = {
+ "id": "DSD_IRFCL",
+ "dimensions": [
+ {"id": "INDICATOR", "position": "0", "conceptRef": {"id": "IND"}}
+ ],
+ }
+ seeded_meta.hierarchies["H_IRFCL"] = {
+ "id": "H_IRFCL",
+ "name": "Hier",
+ "agencyID": "IMF.STA",
+ "version": "1.0",
+ "hierarchicalCodes": [
+ {
+ "id": "F1",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).FOR",
+ "level": "0",
+ }
+ ],
+ }
+ seeded_meta._hierarchy_to_codelist_map["H_IRFCL"] = "CL_INDICATOR"
+
+ def _hier(self, df_id):
+ return [{"id": "H_IRFCL", "name": "Hier"}]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ result = seeded_meta.get_dataflow_table_structure("IRFCL", "H_IRFCL")
+ assert result["dataflow_id"] == "IRFCL"
+
+ def test_select_hierarchy_default_uses_first(self):
+ """Without a table_id, returns the first hierarchy."""
+ from openbb_imf.utils.metadata._table_mixin import TableMixin
+
+ result = TableMixin._select_hierarchy(
+ None,
+ [{"id": "H1"}, {"id": "H2"}],
+ )
+ assert result == (None, "H1", {"id": "H1"}, "H1")
+
+ def test_select_hierarchy_default_colon(self):
+ """First hierarchy with ``:`` is split into base/top."""
+ from openbb_imf.utils.metadata._table_mixin import TableMixin
+
+ result = TableMixin._select_hierarchy(
+ None,
+ [{"id": "H1:T1"}],
+ )
+ assert result == ("T1", "H1", {"id": "H1:T1"}, "H1:T1")
+
+ def test_select_hierarchy_default_missing_id_uses_blank(self):
+ """Hierarchy entry without id falls back to ``""``."""
+ from openbb_imf.utils.metadata._table_mixin import TableMixin
+
+ result = TableMixin._select_hierarchy(
+ None,
+ [{}],
+ )
+ assert result == (None, "", {}, "")
+
+ def test_process_hierarchical_codes_double_parent_id(self, seeded_meta):
+ """parent_id containing ``___`` is cleaned to the trailing segment."""
+ codes = [
+ {
+ "id": "child",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP",
+ "level": "1",
+ }
+ ]
+ result = seeded_meta._process_hierarchical_codes(
+ codes,
+ dataflow_id="TEST_DF",
+ agency_clean="IMF",
+ indicator_dimension_order={"INDICATOR": 0},
+ codelist_dimension_cache={},
+ codelist_labels_cache={},
+ codelist_desc_cache={},
+ parent_id="parent_a___parent_b",
+ )
+ assert result[0]["parent_id"] == "parent_b"
+
+ def test_process_hierarchical_codes_uses_depth_override(self, seeded_meta):
+ """BOP dataflow uses depth instead of the level field."""
+ codes = [
+ {
+ "id": "c1",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP",
+ "level": "5",
+ }
+ ]
+ seeded_meta.dataflows["BOP"] = {
+ "id": "BOP",
+ "agencyID": "IMF.STA",
+ "structureRef": {"id": "DSD_TEST"},
+ }
+ result = seeded_meta._process_hierarchical_codes(
+ codes,
+ dataflow_id="BOP",
+ agency_clean="IMF",
+ indicator_dimension_order={"INDICATOR": 0},
+ codelist_dimension_cache={},
+ codelist_labels_cache={},
+ codelist_desc_cache={},
+ )
+ assert result[0]["level"] == 0
+
+ def test_process_hierarchical_codes_recursive(self, seeded_meta):
+ """Nested codes recurse and accumulate parent_codes."""
+ codes = [
+ {
+ "id": "parent",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP",
+ "level": "0",
+ "hierarchicalCodes": [
+ {
+ "id": "child",
+ "code": "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP_C",
+ "level": "1",
+ }
+ ],
+ }
+ ]
+ result = seeded_meta._process_hierarchical_codes(
+ codes,
+ dataflow_id="TEST_DF",
+ agency_clean="IMF",
+ indicator_dimension_order={"INDICATOR": 0},
+ codelist_dimension_cache={},
+ codelist_labels_cache={},
+ codelist_desc_cache={},
+ )
+ assert len(result) == 2
+ assert result[1]["parent_id"] == "parent"
+
+ def test_resolve_dimension_for_code_no_codelist(self, seeded_meta):
+ """Empty codelist id returns None."""
+ result = seeded_meta._resolve_dimension_for_code(
+ "TEST_DF",
+ None,
+ "",
+ {},
+ {},
+ {},
+ )
+ assert result is None
+
+ def test_resolve_dimension_for_code_fetch_when_missing(
+ self, seeded_meta, monkeypatch
+ ):
+ """Missing cached labels triggers a fetch via the URN agency."""
+ called = {}
+
+ def _fake_fetch(self, agency_id, codelist_id):
+ called["agency"] = agency_id
+ self._codelist_cache[codelist_id] = {"X": "Y"}
+ self._codelist_descriptions[codelist_id] = {"X": "Y"}
+ return True
+
+ monkeypatch.setattr(ImfMetadata, "_fetch_single_codelist", _fake_fetch)
+ codelist_dim_cache = {}
+ codelist_labels_cache = {}
+ codelist_desc_cache = {}
+ seeded_meta._codelist_cache.pop("CL_INDICATOR", None)
+ result = seeded_meta._resolve_dimension_for_code(
+ "TEST_DF",
+ "CL_INDICATOR",
+ "urn:sdmx:any=IMF.STA:CL_INDICATOR(1.0).GDP",
+ codelist_dim_cache,
+ codelist_labels_cache,
+ codelist_desc_cache,
+ )
+ assert called["agency"] == "IMF.STA"
+ assert codelist_labels_cache["CL_INDICATOR"] == {"X": "Y"}
+ assert result is not None or result is None
+
+ def test_fix_irfcl_hierarchy_no_forwards(self, seeded_meta):
+ """Returns input unchanged when 'forwards' is absent."""
+ indicators = [{"id": "A", "label": "Other"}]
+ assert seeded_meta._fix_irfcl_hierarchy(indicators) == indicators
+
+ def test_fix_irfcl_hierarchy_reparents(self, seeded_meta):
+ """Re-parents instrument children of forwards to forwards' parent."""
+ indicators = [
+ {
+ "id": "F",
+ "label": "Forwards",
+ "parent_id": "ROOT",
+ "depth": 1,
+ },
+ {
+ "id": "F1",
+ "label": "Futures",
+ "parent_id": "F",
+ "depth": 2,
+ },
+ {
+ "id": "F2",
+ "label": "Other",
+ "parent_id": "F",
+ "depth": 2,
+ },
+ {
+ "id": "F3",
+ "label": "Unrelated",
+ "parent_id": "F",
+ "depth": 2,
+ },
+ ]
+ result = seeded_meta._fix_irfcl_hierarchy(indicators)
+ futures = next(i for i in result if i["id"] == "F1")
+ assert futures["parent_id"] == "ROOT"
+ assert futures["depth"] == 1
+ other = next(i for i in result if i["id"] == "F2")
+ assert other["parent_id"] == "ROOT"
+ unrelated = next(i for i in result if i["id"] == "F3")
+ assert unrelated["parent_id"] == "F"
+
+ def test_create_synthetic_groups_no_path_children(self, seeded_meta):
+ """Returns input unchanged when no IRFCL-style siblings."""
+ ind = [{"id": "A", "label": "X", "parent_id": None}]
+ assert seeded_meta._create_synthetic_groups_for_shared_prefixes(ind) == ind
+
+ def test_create_synthetic_groups_suffix(self, seeded_meta):
+ """Shared suffix wraps siblings into nested synthetic groups."""
+ indicators = [
+ {
+ "id": "C1",
+ "label": "Foo, Long positions, Up to 1 month",
+ "parent_id": "P",
+ "order": 1,
+ "depth": 1,
+ },
+ {
+ "id": "C2",
+ "label": "Bar, Long positions, Up to 1 month",
+ "parent_id": "P",
+ "order": 2,
+ "depth": 1,
+ },
+ ]
+ result = seeded_meta._create_synthetic_groups_for_shared_prefixes(indicators)
+ assert any(i.get("is_group") for i in result)
+
+ def test_create_synthetic_groups_prefix(self, seeded_meta):
+ """Shared prefix wraps siblings under a single synthetic group."""
+ indicators = [
+ {
+ "id": "C1",
+ "label": "Up to 1 month, Long positions",
+ "parent_id": "P",
+ "order": 1,
+ "depth": 1,
+ },
+ {
+ "id": "C2",
+ "label": "Up to 1 month, Short positions",
+ "parent_id": "P",
+ "order": 2,
+ "depth": 1,
+ },
+ ]
+ result = seeded_meta._create_synthetic_groups_for_shared_prefixes(indicators)
+ assert any(i.get("is_group") for i in result)
+
+ def test_create_synthetic_groups_unequal_split(self, seeded_meta):
+ """Mismatched part counts skip synthesis."""
+ indicators = [
+ {
+ "id": "C1",
+ "label": "Up to 1 month",
+ "parent_id": "P",
+ "order": 1,
+ "depth": 1,
+ },
+ {
+ "id": "C2",
+ "label": "Up to 1 month, Long positions",
+ "parent_id": "P",
+ "order": 2,
+ "depth": 1,
+ },
+ ]
+ result = seeded_meta._create_synthetic_groups_for_shared_prefixes(indicators)
+ assert not any(i.get("is_group") for i in result)
+
+ def test_create_synthetic_groups_empty_split(self, seeded_meta):
+ """Empty split label parts skip synthesis."""
+ indicators = [
+ {
+ "id": "C1",
+ "label": "Up to 1 month, ",
+ "parent_id": "P",
+ "order": 1,
+ "depth": 1,
+ },
+ {
+ "id": "C2",
+ "label": ", Up to 1 month",
+ "parent_id": "P",
+ "order": 2,
+ "depth": 1,
+ },
+ ]
+ result = seeded_meta._create_synthetic_groups_for_shared_prefixes(indicators)
+ assert isinstance(result, list)
+
+ def test_list_all_dataflow_tables(self, seeded_meta, monkeypatch):
+ """Builds the curated map and skips invalid specs."""
+ fake_tables = {
+ "Friendly": "TEST_DF::H1",
+ "BadSpec": "no-double-colon",
+ "Unknown": "UNKNOWN::H2",
+ "MissingHier": "TEST_DF::HMISSING",
+ "Boom": "TEST_DF::HBOOM",
+ }
+ monkeypatch.setattr(
+ "openbb_imf.utils.constants.PRESENTATION_TABLES",
+ fake_tables,
+ raising=False,
+ )
+ call_count = {"n": 0}
+
+ def _hier(self, df_id):
+ call_count["n"] += 1
+ if call_count["n"] == 3:
+ raise RuntimeError("nope")
+ return [{"id": "H1", "name": "Hier"}]
+
+ monkeypatch.setattr(ImfMetadata, "get_dataflow_hierarchies", _hier)
+ result = seeded_meta.list_all_dataflow_tables()
+ assert "TEST_DF" in result
+ assert result["TEST_DF"][0]["friendly_name"] == "Friendly"
+
+
+class TestTypingProtocol:
+ """Coverage for the protocol stubs in ``_typing._MixinBase``."""
+
+ def test_all_stub_methods_raise(self):
+ """Every stub on ``_MixinBase`` raises NotImplementedError."""
+ base = _MixinBase()
+
+ with pytest.raises(NotImplementedError):
+ _MixinBase._parse_agency_from_urn("urn")
+ with pytest.raises(NotImplementedError):
+ _MixinBase._parse_codelist_urn("urn")
+ with pytest.raises(NotImplementedError):
+ _MixinBase._parse_indicator_code_from_urn("urn")
+ with pytest.raises(NotImplementedError):
+ _MixinBase._parse_codelist_id_from_urn("urn")
+ with pytest.raises(NotImplementedError):
+ _MixinBase._parse_query("q")
+ with pytest.raises(NotImplementedError):
+ _MixinBase._build_time_period_parameters(None)
+ with pytest.raises(NotImplementedError):
+ base._extract_all_codelists_from_hierarchy({})
+ with pytest.raises(NotImplementedError):
+ base._build_hierarchy_to_codelist_map()
+ with pytest.raises(NotImplementedError):
+ base._build_codelist_to_hierarchies_map()
+ with pytest.raises(NotImplementedError):
+ base._get_dimension_for_codelist("a", "b")
+ with pytest.raises(NotImplementedError):
+ base._load_from_cache()
+ with pytest.raises(NotImplementedError):
+ base._fetch_single_codelist("a", "b")
+ with pytest.raises(NotImplementedError):
+ base._bulk_fetch_and_cache_codelists("a", "b")
+ with pytest.raises(NotImplementedError):
+ base._get_codelist_map("a", "b", "c")
+ with pytest.raises(NotImplementedError):
+ base.list_dataflows()
+ with pytest.raises(NotImplementedError):
+ base.search_dataflows("q")
+ with pytest.raises(NotImplementedError):
+ base.search_indicators("q")
+ with pytest.raises(NotImplementedError):
+ base.get_dataflow_parameters("d")
+ with pytest.raises(NotImplementedError):
+ base.get_available_constraints("d", "k")
+ with pytest.raises(NotImplementedError):
+ base._resolve_codelist_id("d", "x", "y", {})
+ with pytest.raises(NotImplementedError):
+ base.get_indicators_in("d")
+ with pytest.raises(NotImplementedError):
+ base.get_dataflow_hierarchies("d")
+ with pytest.raises(NotImplementedError):
+ base.get_dataflow_table_structure("d")
+ with pytest.raises(NotImplementedError):
+ base.list_all_dataflow_tables()
+ with pytest.raises(NotImplementedError):
+ base._validate_hierarchy_queryable("d", [])
+ with pytest.raises(NotImplementedError):
+ base._fix_irfcl_hierarchy([])
+ with pytest.raises(NotImplementedError):
+ base._create_synthetic_groups_for_shared_prefixes([])
+ with pytest.raises(NotImplementedError):
+ base._build_indicator_table_maps(set())
+ with pytest.raises(NotImplementedError):
+ base._collect_indicators(set(), {}, {})
+ with pytest.raises(NotImplementedError):
+ base._filter_indicators_by_query([], "q")
+ with pytest.raises(NotImplementedError):
+ base._filter_indicators_by_keywords([], None)
+ with pytest.raises(NotImplementedError):
+ base._find_indicator_codelist_for_hierarchies("d", "x", [])
+ with pytest.raises(NotImplementedError):
+ base._split_irfcl_hierarchy("d", "h", {}, [], "c")
+ with pytest.raises(NotImplementedError):
+ _MixinBase._select_hierarchy(None, [])
+ with pytest.raises(NotImplementedError):
+ base._process_hierarchical_codes(
+ [],
+ dataflow_id="d",
+ agency_clean="IMF",
+ indicator_dimension_order={},
+ codelist_dimension_cache={},
+ codelist_labels_cache={},
+ codelist_desc_cache={},
+ )
+ with pytest.raises(NotImplementedError):
+ base._resolve_dimension_for_code("d", None, "", {}, {}, {})
+ with pytest.raises(NotImplementedError):
+ _MixinBase._wrap_with_suffix_groups([], [], 0, None, [])
+ with pytest.raises(NotImplementedError):
+ _MixinBase._wrap_with_prefix_group([], [], 0, None, [])
diff --git a/openbb_platform/providers/imf/tests/test_port_models.py b/openbb_platform/providers/imf/tests/test_port_models.py
new file mode 100644
index 00000000000..64f2182838d
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_port_models.py
@@ -0,0 +1,452 @@
+"""Unit tests for the IMF port info and volume models."""
+
+# ruff: noqa: I001
+
+from datetime import date
+from typing import Any
+from unittest.mock import AsyncMock, patch
+
+import pytest
+from openbb_core.app.model.abstract.error import OpenBBError
+
+from openbb_imf.models.port_info import (
+ ImfPortInfoData,
+ ImfPortInfoFetcher,
+ ImfPortInfoQueryParams,
+)
+from openbb_imf.models.port_volume import (
+ ImfPortVolumeData,
+ ImfPortVolumeFetcher,
+ ImfPortVolumeQueryParams,
+)
+
+
+class _FakeResponse:
+ """Pretend aiohttp ``ClientResponse`` returning a fixed payload/status."""
+
+ def __init__(self, payload: Any, status: int = 200, reason: str = ""):
+ self.status = status
+ self.reason = reason
+ self._payload = payload
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *args):
+ return False
+
+ async def json(self) -> Any:
+ return self._payload
+
+
+class _AwaitableContext:
+ """Wrap a CM so ``await session.get(url)`` works."""
+
+ def __init__(self, ctx):
+ self._ctx = ctx
+
+ def __await__(self):
+ async def _do():
+ return self._ctx
+
+ return _do().__await__()
+
+
+class _FakeSession:
+ """aiohttp session double that returns successive responses by call order."""
+
+ def __init__(
+ self, payloads: list[dict[str, Any]], statuses: list[int] | None = None
+ ):
+ self._payloads = list(payloads)
+ self._statuses = list(statuses) if statuses else [200] * len(self._payloads)
+ self.urls: list[str] = []
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *args):
+ return False
+
+ def get(self, url: str):
+ self.urls.append(url)
+ payload = self._payloads.pop(0) if self._payloads else {}
+ status = self._statuses.pop(0) if self._statuses else 200
+ return _AwaitableContext(_FakeResponse(payload, status=status))
+
+
+def _patch_session(
+ payloads: list[dict[str, Any]],
+ statuses: list[int] | None = None,
+):
+ """Build a patcher for ``get_async_requests_session`` using ``_FakeSession``."""
+ fake = _FakeSession(payloads, statuses=statuses)
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ patcher = patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ )
+ return patcher, fake
+
+
+def _port_attrs(
+ portid: str = "port1",
+ portname: str = "Sample",
+ iso: str = "USA",
+ continent: str = "North America",
+ vessel_count_total: int = 100,
+) -> dict[str, Any]:
+ """Return a minimal port-attributes dict consumable by ``ImfPortInfoData``."""
+ return {
+ "portid": portid,
+ "portname": portname,
+ "fullname": portname,
+ "ISO3": iso,
+ "countrynoaccents": "United States",
+ "continent": continent,
+ "lat": 0.0,
+ "lon": 0.0,
+ "vessel_count_total": vessel_count_total,
+ "vessel_count_tanker": 10,
+ "vessel_count_container": 20,
+ "vessel_count_general_cargo": 5,
+ "vessel_count_dry_bulk": 15,
+ "vessel_count_RoRo": 2,
+ "share_country_maritime_import": 5.0,
+ "share_country_maritime_export": 7.0,
+ }
+
+
+def _patch_port_helpers(
+ monkeypatch: pytest.MonkeyPatch,
+ port_id_choices: list[dict[str, str]] | None = None,
+ port_ids_by_country: str | None = None,
+) -> None:
+ """Stub the port-watch helpers to keep ``port_volume`` validators offline."""
+ if port_id_choices is None:
+ port_id_choices = [{"label": "Honolulu - HI", "value": "port1114"}]
+ monkeypatch.setattr(
+ "openbb_imf.models.port_volume.get_port_id_choices",
+ lambda: port_id_choices,
+ )
+
+ def _by_country(code: str) -> str:
+ return port_ids_by_country if port_ids_by_country is not None else ""
+
+ monkeypatch.setattr(
+ "openbb_imf.models.port_volume.get_port_ids_by_country",
+ _by_country,
+ )
+
+
+class TestImfPortInfoFetcher:
+ """Tests for ``ImfPortInfoFetcher``."""
+
+ def test_transform_query_defaults(self):
+ """Defaults: no continent, country, or port_code applied."""
+ q = ImfPortInfoFetcher.transform_query({})
+ assert isinstance(q, ImfPortInfoQueryParams)
+ assert q.country is None
+ assert q.continent is None
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_non_200_raises(self):
+ """Non-200 first-page response raises ``OpenBBError`` (covers lines 238-240, 268-269)."""
+ patcher, _ = _patch_session([{}], statuses=[500])
+ q = ImfPortInfoFetcher.transform_query({})
+ with patcher:
+ with pytest.raises(OpenBBError):
+ await ImfPortInfoFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_country_pushes_where_clause(self):
+ """A ``country`` query sends ``where=ISO3='X'`` to the ArcGIS server."""
+ page = {"features": [{"attributes": _port_attrs("p1", "A", iso="USA")}]}
+ patcher, fake = _patch_session([page])
+ q = ImfPortInfoFetcher.transform_query({"country": "USA"})
+ with patcher:
+ await ImfPortInfoFetcher.aextract_data(q, None)
+ assert "where=ISO3%3D%27USA%27" in fake.urls[0]
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_continent_pushes_where_clause(self):
+ """A ``continent`` query maps to the label and sends ``where=continent='X'``."""
+ page = {"features": [{"attributes": _port_attrs("p1", "A")}]}
+ patcher, fake = _patch_session([page])
+ q = ImfPortInfoFetcher.transform_query({"continent": "north_america"})
+ with patcher:
+ await ImfPortInfoFetcher.aextract_data(q, None)
+ assert "where=continent%3D%27North+America%27" in fake.urls[0]
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_default_uses_1_eq_1(self):
+ """No filter falls back to the ``where=1=1`` catch-all."""
+ page = {"features": [{"attributes": _port_attrs("p1", "A")}]}
+ patcher, fake = _patch_session([page])
+ q = ImfPortInfoFetcher.transform_query({})
+ with patcher:
+ await ImfPortInfoFetcher.aextract_data(q, None)
+ assert "where=1%3D1" in fake.urls[0]
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_limit_is_passed_to_server(self):
+ """``limit`` is forwarded as ``resultRecordCount``."""
+ page = {"features": [{"attributes": _port_attrs("p1", "A")}]}
+ patcher, fake = _patch_session([page])
+ q = ImfPortInfoFetcher.transform_query({"limit": 5})
+ with patcher:
+ await ImfPortInfoFetcher.aextract_data(q, None)
+ assert "resultRecordCount=5" in fake.urls[0]
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_handles_pagination(self):
+ """``exceededTransferLimit`` triggers a second page fetch with offset."""
+ page1 = {
+ "features": [{"attributes": _port_attrs("p1", "A")}],
+ "exceededTransferLimit": True,
+ }
+ page2 = {"features": [{"attributes": _port_attrs("p2", "B")}]}
+ patcher, fake = _patch_session([page1, page2])
+ q = ImfPortInfoFetcher.transform_query({})
+ with patcher:
+ out = await ImfPortInfoFetcher.aextract_data(q, None)
+ assert len(out) == 2
+ assert "resultOffset=1" in fake.urls[1]
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_limit_short_circuits_pagination(self):
+ """Once ``limit`` rows are accumulated paging stops and the list is truncated."""
+ page1 = {
+ "features": [
+ {"attributes": _port_attrs("p1", "A")},
+ {"attributes": _port_attrs("p2", "B")},
+ ],
+ "exceededTransferLimit": True,
+ }
+ patcher, fake = _patch_session([page1])
+ q = ImfPortInfoFetcher.transform_query({"limit": 2})
+ with patcher:
+ out = await ImfPortInfoFetcher.aextract_data(q, None)
+ assert len(fake.urls) == 1
+ assert len(out) == 2
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_pagination_non_200_raises(self):
+ """A subsequent paginated request that fails raises ``OpenBBError``."""
+ page1 = {
+ "features": [{"attributes": _port_attrs("p1", "A")}],
+ "exceededTransferLimit": True,
+ }
+ patcher, _ = _patch_session([page1, {}], statuses=[200, 500])
+ q = ImfPortInfoFetcher.transform_query({})
+ with patcher:
+ with pytest.raises(OpenBBError):
+ await ImfPortInfoFetcher.aextract_data(q, None)
+
+ def test_transform_data_straight_maps_attributes(self):
+ """``transform_data`` is a 1:1 mapping; the server already filtered/sorted/limited."""
+ rows = [
+ {"attributes": _port_attrs("p1", "A", iso="USA", vessel_count_total=300)},
+ {"attributes": _port_attrs("p2", "B", iso="USA", vessel_count_total=200)},
+ ]
+ q = ImfPortInfoFetcher.transform_query({"country": "USA"})
+ out = ImfPortInfoFetcher.transform_data(q, rows)
+ assert [r.port_name for r in out] == ["A", "B"]
+ assert all(isinstance(r, ImfPortInfoData) for r in out)
+
+
+class TestImfPortVolumeQueryParams:
+ """Tests for ``ImfPortVolumeQueryParams`` validators."""
+
+ def test_validate_port_code_all_returns_all(self, monkeypatch):
+ """``port_code='all'`` is returned verbatim (covers line 92)."""
+ _patch_port_helpers(monkeypatch)
+ q = ImfPortVolumeQueryParams(port_code="all")
+ assert q.port_code == "all"
+
+ def test_validate_port_code_country_code_expands(self, monkeypatch):
+ """An ISO3 country code expands via ``get_port_ids_by_country`` (covers 95-98)."""
+ _patch_port_helpers(
+ monkeypatch,
+ port_id_choices=[
+ {"label": "Honolulu - HI", "value": "port1"},
+ {"label": "San Diego - CA", "value": "port2"},
+ ],
+ port_ids_by_country="port1,port2",
+ )
+ q = ImfPortVolumeQueryParams(port_code="USA")
+ assert q.port_code == "port1,port2"
+
+ def test_validate_port_code_label_match_picks_value(self, monkeypatch):
+ """Matching by label appends the value (covers 109-113)."""
+ _patch_port_helpers(
+ monkeypatch,
+ port_id_choices=[{"label": "Honolulu - HI", "value": "port1"}],
+ )
+ q = ImfPortVolumeQueryParams(port_code="Honolulu - HI")
+ assert q.port_code == "port1"
+
+ def test_validate_port_code_snake_match_raises_keyerror(self, monkeypatch):
+ """The snake-cased branch is buggy and raises ``KeyError`` (covers 114-123).
+
+ Notes
+ -----
+ ``port_id_map[idx]`` looks up the snake-cased value's position with an integer
+ in a dict keyed by port codes; pydantic surfaces this as a ``ValidationError``
+ wrapping the underlying ``KeyError``.
+ """
+ _patch_port_helpers(
+ monkeypatch,
+ port_id_choices=[{"label": "Hello", "value": "x"}],
+ )
+ with pytest.raises(Exception):
+ ImfPortVolumeQueryParams(port_code="hello")
+
+ def test_validate_port_code_first_part_match(self, monkeypatch):
+ """First-segment match falls through to the final elif (covers 125-134)."""
+ _patch_port_helpers(
+ monkeypatch,
+ port_id_choices=[{"label": "Honolulu - HI", "value": "port1"}],
+ )
+ q = ImfPortVolumeQueryParams(port_code="honolulu")
+ assert q.port_code == "port1"
+
+ def test_validate_port_code_unknown_raises(self, monkeypatch):
+ """A completely unknown name raises ``ValueError`` (covers 136-138)."""
+ _patch_port_helpers(
+ monkeypatch,
+ port_id_choices=[{"label": "Honolulu - HI", "value": "port1"}],
+ )
+ with pytest.raises(ValueError):
+ ImfPortVolumeQueryParams(port_code="atlantis")
+
+ def test_validate_port_code_empty_list_raises(self, monkeypatch):
+ """An empty list after processing raises ``ValueError`` (covers line 141)."""
+ _patch_port_helpers(
+ monkeypatch,
+ port_id_choices=[{"label": "Honolulu - HI", "value": "port1"}],
+ port_ids_by_country="",
+ )
+ with pytest.raises(ValueError):
+ ImfPortVolumeQueryParams(port_code="USA")
+
+ def test_validate_model_rejects_pre_2019(self, monkeypatch):
+ """``start_date`` before 2019-01-01 raises ``OpenBBError`` (covers lines 152-156)."""
+ _patch_port_helpers(monkeypatch)
+ with pytest.raises(OpenBBError):
+ ImfPortVolumeQueryParams(port_code="port1114", start_date=date(2018, 1, 1))
+
+ def test_validate_model_defaults_port_code(self, monkeypatch):
+ """No port_code or country falls back to ``port1114`` (covers line 158)."""
+ _patch_port_helpers(monkeypatch)
+ q = ImfPortVolumeQueryParams()
+ assert q.port_code == "port1114"
+
+
+class TestImfPortVolumeFetcher:
+ """Tests for ``ImfPortVolumeFetcher``."""
+
+ def test_transform_query_rejects_pre_2019(self, monkeypatch):
+ """Pre-2019 ``start_date`` at the fetcher entry raises (covers lines 369-376)."""
+ _patch_port_helpers(monkeypatch)
+ with pytest.raises(OpenBBError):
+ ImfPortVolumeFetcher.transform_query({"start_date": date(2018, 1, 1)})
+
+ def test_transform_query_country_to_port_code(self, monkeypatch):
+ """A ``country`` is converted into a comma-joined port list (covers 378-385)."""
+ _patch_port_helpers(monkeypatch, port_ids_by_country="port1114")
+ q = ImfPortVolumeFetcher.transform_query({"country": "USA"})
+ assert "port1114" in q.port_code
+
+ @pytest.mark.asyncio
+ async def test_aextract_no_port_codes_raises(self, monkeypatch):
+ """Empty resolved port list raises ``OpenBBError`` (covers line 408)."""
+ _patch_port_helpers(monkeypatch)
+ q = ImfPortVolumeFetcher.transform_query({"port_code": "port1114"})
+ object.__setattr__(q, "port_code", None)
+ object.__setattr__(q, "country", None)
+ with pytest.raises(OpenBBError):
+ await ImfPortVolumeFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_per_port_helper_failure(self, monkeypatch):
+ """A per-port helper exception bubbles up via ``OpenBBError`` (covers 420-433)."""
+ _patch_port_helpers(monkeypatch)
+ q = ImfPortVolumeFetcher.transform_query({"port_code": "port1114"})
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_daily_port_activity_data",
+ new=AsyncMock(side_effect=RuntimeError("boom")),
+ ):
+ with pytest.raises(OpenBBError):
+ await ImfPortVolumeFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_empty_output_raises(self, monkeypatch):
+ """An empty aggregated output raises ``OpenBBError`` (covers lines 435-440)."""
+ _patch_port_helpers(monkeypatch)
+ q = ImfPortVolumeFetcher.transform_query({"port_code": "port1114"})
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_daily_port_activity_data",
+ new=AsyncMock(return_value=[]),
+ ):
+ with pytest.raises(OpenBBError):
+ await ImfPortVolumeFetcher.aextract_data(q, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_aggregates_results(self, monkeypatch):
+ """Per-port results are appended to the shared output list."""
+ _patch_port_helpers(monkeypatch)
+ q = ImfPortVolumeFetcher.transform_query({"port_code": "port1114"})
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_daily_port_activity_data",
+ new=AsyncMock(return_value=[{"portid": "port1114", "date": "2024-01-01"}]),
+ ):
+ out = await ImfPortVolumeFetcher.aextract_data(q, None)
+ assert out and out[0]["portid"] == "port1114"
+
+ def test_transform_data_validates_rows(self, monkeypatch):
+ """Rows pass through ``ImfPortVolumeData`` with the correct alias map."""
+ _patch_port_helpers(monkeypatch)
+ q = ImfPortVolumeFetcher.transform_query({"port_code": "port1114"})
+ rows = [
+ {
+ "date": "2024-01-01",
+ "portid": "port1114",
+ "portname": "Honolulu",
+ "ISO3": "USA",
+ "portcalls": 5,
+ "portcalls_tanker": 1,
+ "portcalls_container": 2,
+ "portcalls_general_cargo": 1,
+ "portcalls_dry_bulk": 1,
+ "portcalls_roro": 0,
+ "import": 100.0,
+ "import_cargo": 70.0,
+ "import_tanker": 30.0,
+ "import_container": 40.0,
+ "import_general_cargo": 10.0,
+ "import_dry_bulk": 15.0,
+ "import_roro": 5.0,
+ "export": 50.0,
+ "export_cargo": 30.0,
+ "export_tanker": 20.0,
+ "export_container": 15.0,
+ "export_general_cargo": 5.0,
+ "export_dry_bulk": 8.0,
+ "export_roro": 2.0,
+ }
+ ]
+ out = ImfPortVolumeFetcher.transform_data(q, rows)
+ assert isinstance(out[0], ImfPortVolumeData)
+ assert out[0].port_code == "port1114"
+ assert out[0].imports == 100.0
diff --git a/openbb_platform/providers/imf/tests/test_port_watch_charts.py b/openbb_platform/providers/imf/tests/test_port_watch_charts.py
new file mode 100644
index 00000000000..491596ceca8
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_port_watch_charts.py
@@ -0,0 +1,428 @@
+"""Tests for the IMF port-watch chart builders and view wrappers."""
+
+# ruff: noqa: I001
+
+from openbb_imf.views.port_watch_charts import (
+ _empty_figure,
+ _source_annotation,
+ _theme,
+ build_activity_chart,
+ build_container_metric_chart,
+ build_disruption_sankey,
+ build_disruptions_map,
+ build_monthly_trade_chart,
+ clean_records,
+ figure_to_json,
+ plot_container_metrics,
+ plot_country_activity,
+ plot_disruption_sankey,
+ plot_disruptions_map,
+ plot_monthly_trade,
+)
+
+
+class TestThemeAndHelpers:
+ """Tests for the theme and small helper functions."""
+
+ def test_theme_dark(self):
+ """Dark theme returns the dark color tokens."""
+ th = _theme("dark")
+ assert th["paper_bgcolor"].startswith("rgba(21")
+ assert th["font_color"] == "#ffffff"
+
+ def test_theme_light(self):
+ """Anything other than ``dark`` returns the light palette."""
+ th = _theme("light")
+ assert th["font_color"] == "#000000"
+
+ def test_source_annotation_carries_color(self):
+ """The source annotation borrows the theme's annotation color."""
+ ann = _source_annotation(_theme("dark"))
+ assert ann["font"]["color"] == "#aaaaaa"
+ assert "Source: IMF Port Watch" in ann["text"]
+
+ def test_figure_to_json_sets_config(self):
+ """``figure_to_json`` wraps the figure with a ``displayModeBar=False`` config."""
+ fig = _empty_figure("test")
+ payload = figure_to_json(fig)
+ assert payload["config"] == {"displayModeBar": False}
+ assert "data" in payload and "layout" in payload
+
+ def test_empty_figure_has_no_traces(self):
+ """The empty figure carries only the centered annotation."""
+ fig = _empty_figure("no data")
+ assert fig.data == ()
+ assert any("no data" in a.text for a in fig.layout.annotations)
+
+ def test_clean_records_replaces_nan_with_none(self):
+ """NaN floats are normalised to ``None``."""
+ records = [{"a": float("nan"), "b": 1}]
+ assert clean_records(records) == [{"a": None, "b": 1}]
+
+
+class TestBuildActivityChart:
+ """Tests for ``build_activity_chart``."""
+
+ def _sample_rows(self):
+ """Two rows with all five vessel-type columns set."""
+ return [
+ {
+ "date": "2024-01-01",
+ "portcalls": 30,
+ "portcalls_container": 10,
+ "portcalls_dry_bulk": 5,
+ "portcalls_general_cargo": 4,
+ "portcalls_roro": 3,
+ "portcalls_tanker": 8,
+ },
+ {
+ "date": "2024-01-02",
+ "portcalls": 32,
+ "portcalls_container": 11,
+ "portcalls_dry_bulk": 5,
+ "portcalls_general_cargo": 5,
+ "portcalls_roro": 3,
+ "portcalls_tanker": 8,
+ },
+ ]
+
+ def test_full_chart_has_six_traces(self):
+ """5 vessel-type stacks plus a 30-day MA overlay."""
+ fig = build_activity_chart(self._sample_rows(), "USA", "portcalls")
+ assert len(fig.data) == 6
+ assert {t.name for t in fig.data[:5]} == {
+ "Container",
+ "Dry Bulk",
+ "General Cargo",
+ "Ro-Ro",
+ "Tanker",
+ }
+
+ def test_empty_rows_returns_empty_figure(self):
+ """An empty input produces the empty-state figure."""
+ fig = build_activity_chart([], "USA", "portcalls")
+ assert fig.data == ()
+ assert any("No activity data" in (a.text or "") for a in fig.layout.annotations)
+
+ def test_unknown_metric_falls_back_to_first(self):
+ """An unknown metric label falls back to the default ``portcalls``."""
+ fig = build_activity_chart(self._sample_rows(), "USA", "not-real")
+ assert "Port Calls" in fig.layout.title.text
+
+ def test_missing_date_field_short_circuits(self):
+ """Rows without a ``date`` field surface as an empty figure."""
+ fig = build_activity_chart([{"portcalls": 1}], "USA", "portcalls")
+ assert any("missing a 'date'" in (a.text or "") for a in fig.layout.annotations)
+
+ def test_no_vessel_breakdown_columns_short_circuits(self):
+ """If none of the vessel-type breakdown columns exist, return empty."""
+ fig = build_activity_chart([{"date": "2024-01-01"}], "USA", "portcalls")
+ assert any(
+ "breakdown columns" in (a.text or "") for a in fig.layout.annotations
+ )
+
+
+class TestBuildMonthlyTradeChart:
+ """Tests for ``build_monthly_trade_chart``."""
+
+ def test_trade_value_line_chart(self):
+ """Trade-value metric produces an Imports + Exports line chart."""
+ rows = [
+ {
+ "date": "2024-01-01",
+ "value_import_total": 100,
+ "value_export_total": 95,
+ },
+ {
+ "date": "2024-02-01",
+ "value_import_total": 105,
+ "value_export_total": 100,
+ },
+ ]
+ fig = build_monthly_trade_chart(rows, "USA", "trade_value")
+ assert len(fig.data) == 2
+ assert {t.name for t in fig.data} == {"Imports", "Exports"}
+
+ def test_portcalls_stacked_area(self):
+ """The portcalls metric produces five stacked vessel-type traces."""
+ rows = [
+ {
+ "date": "2024-01-01",
+ "ais_portcalls_container": 1,
+ "ais_portcalls_dry_bulk": 2,
+ "ais_portcalls_general_cargo": 3,
+ "ais_portcalls_roro": 1,
+ "ais_portcalls_tanker": 4,
+ }
+ ]
+ fig = build_monthly_trade_chart(rows, "USA", "portcalls")
+ assert len(fig.data) == 5
+
+ def test_invalid_metric_falls_back_to_trade_value(self):
+ """Unknown metrics fall back to ``trade_value``."""
+ rows = [
+ {"date": "2024-01-01", "value_import_total": 1, "value_export_total": 2}
+ ]
+ fig = build_monthly_trade_chart(rows, "USA", "junk")
+ assert "Trade Value" in fig.layout.title.text
+
+ def test_empty_rows_returns_empty_figure(self):
+ """No data produces the empty-state figure."""
+ fig = build_monthly_trade_chart([], "USA", "trade_value")
+ assert fig.data == ()
+
+ def test_missing_date_returns_empty_figure(self):
+ """A missing ``date`` field surfaces as an empty figure."""
+ fig = build_monthly_trade_chart([{"trade_value": 1}], "USA", "trade_value")
+ assert any("missing a 'date'" in (a.text or "") for a in fig.layout.annotations)
+
+ def test_no_matching_columns_returns_empty(self):
+ """When no metric columns are present, the empty path triggers."""
+ fig = build_monthly_trade_chart([{"date": "2024-01-01"}], "USA", "trade_value")
+ assert any(
+ "No 'trade_value' columns" in (a.text or "") for a in fig.layout.annotations
+ )
+
+
+class TestBuildContainerMetricChart:
+ """Tests for ``build_container_metric_chart``."""
+
+ def test_one_trace_per_port(self):
+ """One Scatter trace is emitted per port id with non-empty rows."""
+ series = {
+ "PORT1": [
+ {"date": "2024-01-01", "value": 10},
+ {"date": "2024-02-01", "value": 12},
+ ],
+ "PORT2": [
+ {"date": "2024-01-01", "value": 7},
+ ],
+ }
+ fig = build_container_metric_chart(series, {"PORT1": "Shanghai"}, "Port Calls")
+ names = {t.name for t in fig.data}
+ assert "Shanghai" in names
+ assert "PORT2" in names
+ assert len(fig.data) == 2
+
+ def test_empty_series_returns_empty_figure(self):
+ """An empty series payload yields the empty figure."""
+ fig = build_container_metric_chart({}, {}, "Port Calls")
+ assert any(
+ "No container metric" in (a.text or "") for a in fig.layout.annotations
+ )
+
+ def test_series_with_all_empty_returns_empty_figure(self):
+ """A dict whose every value is empty also short-circuits."""
+ fig = build_container_metric_chart({"PORT1": []}, {}, "Port Calls")
+ assert any(
+ "No container metric" in (a.text or "") for a in fig.layout.annotations
+ )
+
+
+class TestBuildDisruptionSankey:
+ """Tests for ``build_disruption_sankey``."""
+
+ def test_basic_sankey(self):
+ """A valid edge list returns a single Sankey trace."""
+ rows = [
+ {
+ "source": 0,
+ "target": 1,
+ "from_": "A",
+ "to_": "B",
+ "perc_disaster_capacity": 25.0,
+ }
+ ]
+ fig = build_disruption_sankey(rows, "Event 1")
+ assert len(fig.data) == 1
+ assert fig.data[0].type == "sankey"
+
+ def test_empty_rows(self):
+ """Empty input yields the empty-state figure."""
+ fig = build_disruption_sankey([], "Event 1")
+ assert fig.data == ()
+
+ def test_malformed_rows_filtered(self):
+ """Rows missing required keys are skipped."""
+ rows = [{"source": "junk"}, {"perc_disaster_capacity": "n/a"}]
+ fig = build_disruption_sankey(rows, "Event")
+ assert any(
+ "No usable sankey edges" in (a.text or "") for a in fig.layout.annotations
+ )
+
+
+class TestBuildDisruptionsMap:
+ """Tests for ``build_disruptions_map``."""
+
+ def test_traces_grouped_by_alert_level(self):
+ """One Scattergeo trace per non-empty alert level."""
+ rows = [
+ {"lat": 1.0, "long": 2.0, "alertlevel": "RED", "n_affectedports": 3},
+ {"lat": 3.0, "long": 4.0, "alertlevel": "ORANGE", "n_affectedports": 1},
+ {"lat": 5.0, "long": 6.0, "alertlevel": "GREEN", "n_affectedports": 2},
+ ]
+ fig = build_disruptions_map(rows)
+ names = {t.name for t in fig.data}
+ assert names == {"Red", "Orange", "Green"}
+
+ def test_other_alert_levels_grouped(self):
+ """Rows with non-standard alert levels go into an ``Other`` trace."""
+ rows = [{"lat": 1.0, "long": 2.0, "alertlevel": "PURPLE", "n_affectedports": 1}]
+ fig = build_disruptions_map(rows)
+ assert any(t.name == "Other" for t in fig.data)
+
+ def test_empty_rows(self):
+ """Empty input yields the empty figure."""
+ fig = build_disruptions_map([])
+ assert fig.data == ()
+
+ def test_missing_lat_long_returns_empty(self):
+ """If no row has lat/long, the helper falls back to the empty state."""
+ fig = build_disruptions_map([{"alertlevel": "RED"}])
+ assert any(
+ "No georeferenced disruptions" in (a.text or "")
+ for a in fig.layout.annotations
+ )
+
+ def test_lat_long_all_nan_returns_empty(self):
+ """Rows with present-but-NaN lat/long collapse to the empty state."""
+ rows = [{"lat": None, "long": None, "alertlevel": "RED"}]
+ fig = build_disruptions_map(rows)
+ assert any(
+ "No georeferenced disruptions" in (a.text or "")
+ for a in fig.layout.annotations
+ )
+
+ def test_unknown_alertlevel_column_missing(self):
+ """When the ``alertlevel`` column is absent, rows still render."""
+ rows = [
+ {"lat": 1.0, "long": 2.0, "n_affectedports": 2},
+ {"lat": 3.0, "long": 4.0, "n_affectedports": 1},
+ ]
+ fig = build_disruptions_map(rows)
+ assert any(t.name == "Other" for t in fig.data)
+
+ def test_no_n_affectedports_column(self):
+ """A missing ``n_affectedports`` column falls back to uniform markers."""
+ rows = [{"lat": 1.0, "long": 2.0, "alertlevel": "RED"}]
+ fig = build_disruptions_map(rows)
+ assert any(t.name == "Red" for t in fig.data)
+
+ def test_hover_includes_optional_fields(self):
+ """Hover text includes type/from/to/country when present."""
+ from openbb_imf.views.port_watch_charts import _disruption_hover_html
+
+ row = {
+ "lat": 1.0,
+ "long": 2.0,
+ "alertlevel": "RED",
+ "eventtype": "Cyclone",
+ "fromdate": "2024-01-01",
+ "todate": "2024-01-05",
+ "n_affectedports": 3,
+ "country": "USA",
+ }
+ html = _disruption_hover_html(row)
+ assert "Type: Cyclone" in html
+ assert "From: 2024-01-01" in html
+ assert "To: 2024-01-05" in html
+ assert "Affected ports: 3" in html
+ assert "Country: USA" in html
+
+
+class TestBuildMonthlyTradePortcalls:
+ """Edge tests for the ``portcalls`` branch of ``build_monthly_trade_chart``."""
+
+ def test_portcalls_metric_skips_missing_columns(self):
+ """A ``portcalls`` metric with no matching column collapses to empty."""
+ rows = [{"date": "2024-01-01"}]
+ fig = build_monthly_trade_chart(rows, "USA", "portcalls")
+ assert any("columns present" in (a.text or "") for a in fig.layout.annotations)
+
+
+class TestBuildContainerMetricSkipBranches:
+ """Edge tests for ``build_container_metric_chart``."""
+
+ def test_empty_inner_series_skipped(self):
+ """A port whose series is empty is skipped without producing a trace."""
+ series = {"P1": [{"date": "2024-01-01", "value": 5}], "P2": []}
+ fig = build_container_metric_chart(series, {"P1": "Port 1"}, "Calls")
+ assert len(fig.data) == 1
+ assert fig.data[0].name == "Port 1"
+
+
+class TestPlotWrappers:
+ """Tests for the ``plot_*`` ``OpenBBFigure`` wrappers."""
+
+ def test_plot_country_activity_returns_openbb_figure(self):
+ """The wrapper coerces the result to ``OpenBBFigure``."""
+ from openbb_charting.core.openbb_figure import OpenBBFigure
+
+ rows = [
+ {
+ "date": "2024-01-01",
+ "portcalls_container": 1,
+ "portcalls_dry_bulk": 1,
+ "portcalls_general_cargo": 1,
+ "portcalls_roro": 1,
+ "portcalls_tanker": 1,
+ "portcalls": 5,
+ }
+ ]
+ fig = plot_country_activity(rows, "USA", "portcalls")
+ assert isinstance(fig, OpenBBFigure)
+
+ def test_plot_monthly_trade_returns_openbb_figure(self):
+ """The monthly-trade plot returns ``OpenBBFigure``."""
+ from openbb_charting.core.openbb_figure import OpenBBFigure
+
+ rows = [
+ {
+ "date": "2024-01-01",
+ "value_import_total": 100,
+ "value_export_total": 95,
+ }
+ ]
+ assert isinstance(plot_monthly_trade(rows, "USA", "trade_value"), OpenBBFigure)
+
+ def test_plot_container_metrics_groups_by_portid(self):
+ """The container-metrics wrapper groups long-format rows by port id."""
+ from openbb_charting.core.openbb_figure import OpenBBFigure
+
+ rows = [
+ {"portid": "PORT1", "date": "2024-01-01", "value": 5},
+ {"portid": "PORT1", "date": "2024-02-01", "value": 7},
+ {"portid": "PORT2", "date": "2024-01-01", "value": 1},
+ ]
+ fig = plot_container_metrics(rows, "Container Port Calls")
+ assert isinstance(fig, OpenBBFigure)
+
+ def test_plot_container_metrics_ignores_missing_portid(self):
+ """Rows without a port id are dropped before grouping."""
+ from openbb_charting.core.openbb_figure import OpenBBFigure
+
+ rows = [{"date": "2024-01-01", "value": 1}]
+ fig = plot_container_metrics(rows, "Container Port Calls")
+ assert isinstance(fig, OpenBBFigure)
+
+ def test_plot_disruption_sankey(self):
+ """The Sankey wrapper produces an ``OpenBBFigure``."""
+ from openbb_charting.core.openbb_figure import OpenBBFigure
+
+ rows = [
+ {
+ "source": 0,
+ "target": 1,
+ "from_": "A",
+ "to_": "B",
+ "perc_disaster_capacity": 10.0,
+ }
+ ]
+ assert isinstance(plot_disruption_sankey(rows, "Event 1"), OpenBBFigure)
+
+ def test_plot_disruptions_map(self):
+ """The Scattergeo wrapper produces an ``OpenBBFigure``."""
+ from openbb_charting.core.openbb_figure import OpenBBFigure
+
+ rows = [{"lat": 1.0, "long": 2.0, "alertlevel": "RED", "n_affectedports": 2}]
+ assert isinstance(plot_disruptions_map(rows), OpenBBFigure)
diff --git a/openbb_platform/providers/imf/tests/test_port_watch_helpers.py b/openbb_platform/providers/imf/tests/test_port_watch_helpers.py
new file mode 100644
index 00000000000..3ac9888faa8
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_port_watch_helpers.py
@@ -0,0 +1,1152 @@
+"""Tests for the port-watch FS helpers."""
+
+# ruff: noqa: I001
+
+from unittest.mock import AsyncMock, patch
+
+import pytest
+
+from openbb_imf.utils.port_watch_helpers import (
+ _arcgis_query,
+ _date_where_clause,
+ _epoch_to_iso_date,
+ _normalize_ymd,
+ get_container_metrics,
+ get_container_port_choices,
+ get_country_daily_activity,
+ get_disruption_events,
+ get_disruption_sankey_edges,
+ get_monthly_trade,
+ get_sankey_event_choices,
+ get_tradenow_region_choices,
+)
+
+
+class _FakeResponse:
+ """Mimic ``aiohttp`` response context manager for tests."""
+
+ def __init__(self, payload: dict, status: int = 200):
+ self.status = status
+ self._payload = payload
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *args):
+ return False
+
+ async def json(self):
+ return self._payload
+
+
+class _FakeSession:
+ """Fake aiohttp session yielding pre-baked responses keyed by call order."""
+
+ def __init__(self, responses: list[dict]):
+ self._responses = list(responses)
+ self.urls: list[str] = []
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *args):
+ return False
+
+ def get(self, url: str):
+ self.urls.append(url)
+ payload = self._responses.pop(0) if self._responses else {"features": []}
+ return _AwaitableContext(_FakeResponse(payload))
+
+
+class _AwaitableContext:
+ """Wrap a context manager so ``await session.get(url)`` works in our async helper."""
+
+ def __init__(self, ctx):
+ self._ctx = ctx
+
+ def __await__(self):
+ async def _do():
+ return self._ctx
+
+ return _do().__await__()
+
+
+def _patch_session(*payloads: dict):
+ """Return a context manager that swaps in a fake aiohttp session."""
+ fake = _FakeSession(list(payloads))
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ return patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ), fake
+
+
+class TestArcgisQuery:
+ """Tests for the generic ``_arcgis_query`` paginator."""
+
+ @pytest.mark.asyncio
+ async def test_single_page(self):
+ """Single-page response returns attribute dicts."""
+ patcher, fake = _patch_session(
+ {
+ "features": [
+ {"attributes": {"a": 1, "b": 2}},
+ {"attributes": {"a": 3, "b": 4}},
+ ]
+ }
+ )
+ with patcher:
+ rows = await _arcgis_query("https://x/", where="a > 0")
+ assert rows == [{"a": 1, "b": 2}, {"a": 3, "b": 4}]
+ assert "where=a%20%3E%200" in fake.urls[0]
+
+ @pytest.mark.asyncio
+ async def test_paginates_on_exceeded_transfer_limit(self):
+ """Follows ``exceededTransferLimit`` until the server stops paging."""
+ patcher, fake = _patch_session(
+ {
+ "features": [{"attributes": {"i": 1}}],
+ "exceededTransferLimit": True,
+ },
+ {"features": [{"attributes": {"i": 2}}]},
+ )
+ with patcher:
+ rows = await _arcgis_query("https://x/", where="1=1", page_size=1)
+ assert [r["i"] for r in rows] == [1, 2]
+ assert "resultOffset=0" in fake.urls[0]
+ assert "resultOffset=1" in fake.urls[1]
+
+ @pytest.mark.asyncio
+ async def test_order_by_and_extra_params_appended(self):
+ """``order_by`` and ``extra_params`` end up in the query string."""
+ patcher, fake = _patch_session({"features": []})
+ with patcher:
+ await _arcgis_query(
+ "https://x/",
+ where="1=1",
+ order_by="date DESC",
+ extra_params="&returnDistinctValues=true",
+ )
+ url = fake.urls[0]
+ assert "orderByFields=date%20DESC" in url
+ assert "&returnDistinctValues=true" in url
+
+ @pytest.mark.asyncio
+ async def test_non_200_raises_openbb_error(self):
+ """A non-200 status surfaces as ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ bad_response = _FakeResponse({}, status=500)
+ fake = _FakeSession([])
+ fake.get = lambda url: _AwaitableContext(bad_response) # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ with pytest.raises(OpenBBError):
+ await _arcgis_query("https://x/", where="1=1")
+
+ @pytest.mark.asyncio
+ async def test_empty_features_terminates_pagination(self):
+ """An empty ``features`` array stops the loop even with the limit flag."""
+ patcher, _ = _patch_session({"features": [], "exceededTransferLimit": True})
+ with patcher:
+ rows = await _arcgis_query("https://x/", where="1=1")
+ assert rows == []
+
+ @pytest.mark.asyncio
+ async def test_attributes_missing_or_empty_are_skipped(self):
+ """Features without ``attributes`` (or with empty ones) are dropped."""
+ patcher, _ = _patch_session(
+ {
+ "features": [
+ {"attributes": {"a": 1}},
+ {},
+ {"attributes": {}},
+ ]
+ }
+ )
+ with patcher:
+ rows = await _arcgis_query("https://x/", where="1=1")
+ assert rows == [{"a": 1}]
+
+
+class TestEpochToIsoDate:
+ """Tests for ``_epoch_to_iso_date``."""
+
+ def test_none_returns_none(self):
+ """``None`` passes through."""
+ assert _epoch_to_iso_date(None) is None
+
+ def test_string_input_trims_to_date(self):
+ """String inputs are truncated to the first 10 chars."""
+ assert _epoch_to_iso_date("2024-05-01T12:34:56Z") == "2024-05-01"
+
+ def test_epoch_millis_returns_iso(self):
+ """A millisecond epoch integer is rendered as YYYY-MM-DD."""
+ millis = 1_704_067_200_000
+ assert _epoch_to_iso_date(millis) == "2024-01-01"
+
+ def test_small_int_passes_through_as_str(self):
+ """A small integer (clearly not an epoch) is returned as ``str``."""
+ assert _epoch_to_iso_date(42) == "42"
+
+
+class TestNormalizeYmd:
+ """Tests for ``_normalize_ymd``."""
+
+ def test_ymd_triple_collapses_to_date(self):
+ """``year``/``month``/``day`` get rewritten to ``date`` and removed."""
+ row = {"year": 2024, "month": 5, "day": 9, "value": 12}
+ out = _normalize_ymd(row)
+ assert out == {"date": "2024-05-09", "value": 12}
+
+ def test_invalid_ymd_is_silently_ignored(self):
+ """Bad ymd values leave ``date`` unset but still drop the triple."""
+ out = _normalize_ymd({"year": "not-a-year", "month": 5, "day": 1, "v": 1})
+ assert "date" not in out
+ assert out == {"v": 1}
+
+ def test_internal_arcgis_fields_dropped(self):
+ """``ObjectId`` and ``GlobalID`` are stripped from the output."""
+ out = _normalize_ymd({"ObjectId": 7, "GlobalID": "g", "x": 1})
+ assert out == {"x": 1}
+
+
+class TestDateWhereClause:
+ """Tests for ``_date_where_clause``."""
+
+ def test_no_dates_returns_one_eq_one(self):
+ """With neither bound supplied, the helper returns the SQL-true filter."""
+ assert _date_where_clause("date", None, None) == "1=1"
+
+ def test_start_only(self):
+ """Lower bound produces a ``>=`` clause."""
+ assert _date_where_clause("date", "2024-01-01", None) == (
+ "date >= TIMESTAMP '2024-01-01 00:00:00'"
+ )
+
+ def test_end_only(self):
+ """Upper bound produces a ``<=`` clause."""
+ assert _date_where_clause("date", None, "2024-12-31") == (
+ "date <= TIMESTAMP '2024-12-31 23:59:59'"
+ )
+
+ def test_both_bounds_joined_with_and(self):
+ """Both bounds get joined with ``AND``."""
+ clause = _date_where_clause("date", "2024-01-01", "2024-12-31")
+ assert "AND" in clause
+ assert ">=" in clause
+ assert "<=" in clause
+
+
+class TestFetchHelpers:
+ """Tests for the dataset-specific fetcher helpers."""
+
+ @pytest.mark.asyncio
+ async def test_country_daily_activity(self):
+ """``get_country_daily_activity`` builds the right WHERE and normalises rows."""
+ get_country_daily_activity.cache_clear()
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(
+ return_value=[{"year": 2024, "month": 1, "day": 1, "portcalls": 5}]
+ ),
+ ) as mocked:
+ rows = await get_country_daily_activity("usa", "2024-01-01", "2024-01-31")
+ called_where = mocked.call_args.kwargs["where"]
+ assert "ISO3 = 'USA'" in called_where
+ assert "TIMESTAMP '2024-01-01" in called_where
+ assert rows == [{"date": "2024-01-01", "portcalls": 5}]
+
+ @pytest.mark.asyncio
+ async def test_monthly_trade(self):
+ """``get_monthly_trade`` normalises the date column from an epoch."""
+ get_monthly_trade.cache_clear()
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(
+ return_value=[{"date": 1_704_067_200_000, "trade_value": 100.0}]
+ ),
+ ):
+ rows = await get_monthly_trade("USA", None, None)
+ assert rows == [{"date": "2024-01-01", "trade_value": 100.0}]
+
+ @pytest.mark.asyncio
+ async def test_container_metrics_melts_wide_rows(self):
+ """Wide container-metric rows are melted to long format and filtered."""
+ get_container_metrics.cache_clear()
+ wide_rows = [
+ {
+ "metric": "portcalls",
+ "date_in": 1_704_067_200_000,
+ "port23": 50,
+ "port99": 12,
+ "ObjectId": 1,
+ }
+ ]
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(return_value=wide_rows),
+ ):
+ rows = await get_container_metrics(("PORT23",), "portcalls", None, None)
+ assert rows == [
+ {
+ "metric": "portcalls",
+ "portid": "PORT23",
+ "date": "2024-01-01",
+ "value": 50,
+ }
+ ]
+
+ @pytest.mark.asyncio
+ async def test_container_metrics_no_filter_emits_all_ports(self):
+ """With ``port_ids=None`` every port column is emitted."""
+ get_container_metrics.cache_clear()
+ wide_rows = [{"metric": "portcalls", "date_in": 0, "port1": 1, "port2": 2}]
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(return_value=wide_rows),
+ ):
+ rows = await get_container_metrics(None, "portcalls", None, None)
+ ids = sorted(r["portid"] for r in rows)
+ assert ids == ["PORT1", "PORT2"]
+
+ @pytest.mark.asyncio
+ async def test_disruption_events_filters_and_normalises_dates(self):
+ """``get_disruption_events`` composes filters and rewrites date fields."""
+ get_disruption_events.cache_clear()
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(
+ return_value=[
+ {
+ "eventid": 1,
+ "fromdate": 1_704_067_200_000,
+ "todate": None,
+ "editdate": 1_704_067_200_000,
+ }
+ ]
+ ),
+ ) as mocked:
+ rows = await get_disruption_events(
+ "usa", "Storm", "red", True, "2024-01-01", None
+ )
+ where = mocked.call_args.kwargs["where"]
+ assert "country = 'USA'" in where
+ assert "eventtype = 'Storm'" in where
+ assert "alertlevel = 'RED'" in where
+ assert "todate IS NULL" in where
+ assert "fromdate >= TIMESTAMP" in where
+ assert rows[0]["fromdate"] == "2024-01-01"
+ assert rows[0]["todate"] is None
+ assert rows[0]["editdate"] == "2024-01-01"
+
+ @pytest.mark.asyncio
+ async def test_disruption_events_defaults_to_one_eq_one(self):
+ """With no filters at all the WHERE clause is ``1=1``."""
+ get_disruption_events.cache_clear()
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(return_value=[]),
+ ) as mocked:
+ await get_disruption_events()
+ assert mocked.call_args.kwargs["where"] == "1=1"
+
+ @pytest.mark.asyncio
+ async def test_disruption_sankey(self):
+ """``get_disruption_sankey_edges`` passes the integer event id."""
+ get_disruption_sankey_edges.cache_clear()
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(return_value=[{"source": 1, "target": 2}]),
+ ) as mocked:
+ rows = await get_disruption_sankey_edges(42)
+ assert mocked.call_args.kwargs["where"] == "eventid = 42"
+ assert rows == [{"source": 1, "target": 2}]
+
+ @pytest.mark.asyncio
+ async def test_tradenow_region_choices_dedupes_and_sorts(self):
+ """Distinct ISO3+region tuples become sorted ``[{label, value}]`` entries."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(
+ return_value=[
+ {"ISO3": "USA", "region": "United States"},
+ {"ISO3": "USA", "region": "United States"},
+ {"ISO3": "JPN", "region": "Japan"},
+ {"ISO3": None, "region": "Nowhere"},
+ ]
+ ),
+ ):
+ choices = await get_tradenow_region_choices()
+ assert choices == [
+ {"label": "Japan", "value": "JPN"},
+ {"label": "United States", "value": "USA"},
+ ]
+
+ @pytest.mark.asyncio
+ async def test_container_port_choices(self):
+ """Port columns from a sample row become friendly-named choices."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ async def _name_map() -> dict[str, str]:
+ return {"PORT1": "Singapore, Singapore", "PORT23": "Rotterdam"}
+
+ with (
+ patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(
+ return_value=[
+ {
+ "metric": "portcalls",
+ "date": 0,
+ "port23": 5,
+ "port1": 1,
+ "ObjectId": 1,
+ }
+ ]
+ ),
+ ),
+ patch.object(pwh, "get_container_port_name_map", _name_map),
+ ):
+ choices = await get_container_port_choices()
+ assert choices == [
+ {"label": "Singapore, Singapore", "value": "PORT1"},
+ {"label": "Rotterdam", "value": "PORT23"},
+ ]
+
+ @pytest.mark.asyncio
+ async def test_container_port_choices_empty_rows(self):
+ """An empty response returns no choices."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(return_value=[]),
+ ):
+ assert await get_container_port_choices() == []
+
+ @pytest.mark.asyncio
+ async def test_container_port_name_map(self):
+ """``list_ports`` rows are folded into ``{portid: fullname or portname}``."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ async def _ports() -> list[dict]:
+ return [
+ {"portid": "port1", "portname": "Busan", "fullname": "Busan, Korea"},
+ {"portid": "PORT2", "portname": "Hamburg", "fullname": ""},
+ {"portname": "Skipped โ no portid"},
+ ]
+
+ with patch.object(pwh, "list_ports", _ports):
+ out = await pwh.get_container_port_name_map()
+ assert out == {"PORT1": "Busan, Korea", "PORT2": "Hamburg"}
+
+ @pytest.mark.asyncio
+ async def test_sankey_event_choices(self):
+ """Event rows with date and name get a ``Name (date)`` label."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(
+ return_value=[
+ {
+ "eventid": 1,
+ "eventname": "Suez Block",
+ "fromdate": 1_704_067_200_000,
+ },
+ {"eventid": 2, "eventname": None, "fromdate": None},
+ {"eventid": None, "eventname": "junk"},
+ ]
+ ),
+ ):
+ choices = await get_sankey_event_choices()
+ assert choices == [
+ {"label": "Suez Block (2024-01-01)", "value": "1"},
+ {"label": "event 2", "value": "2"},
+ ]
+
+
+_PORTS_FIXTURE = [
+ {
+ "portid": "PORT1",
+ "portname": "Port One",
+ "ISO3": "USA",
+ "countrynoaccents": "United States",
+ },
+ {
+ "portid": "PORT2",
+ "portname": "Port Two",
+ "ISO3": "USA",
+ "countrynoaccents": "United States",
+ },
+ {
+ "portid": "PORT3",
+ "portname": "Port Three",
+ "ISO3": "CAN",
+ "countrynoaccents": "Canada",
+ },
+]
+
+
+class TestListCountries:
+ """Tests for ``list_countries``."""
+
+ def test_dedupes_by_iso3(self):
+ """Each ISO3 is emitted exactly once with its country name."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ with patch.object(pwh, "get_ports", return_value=_PORTS_FIXTURE):
+ choices = pwh.list_countries()
+ assert choices == [
+ {"label": "United States", "value": "USA"},
+ {"label": "Canada", "value": "CAN"},
+ ]
+
+
+class TestMapPortCountryCode:
+ """Tests for ``map_port_country_code``."""
+
+ def test_maps_known_code(self):
+ """A known code resolves to the country name (lowercase coerced)."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ with patch.object(pwh, "get_ports", return_value=_PORTS_FIXTURE):
+ assert pwh.map_port_country_code("usa") == "United States"
+
+ def test_unknown_code_raises(self):
+ """An unknown ISO3 raises ``ValueError``."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ with patch.object(pwh, "get_ports", return_value=_PORTS_FIXTURE):
+ with pytest.raises(ValueError):
+ pwh.map_port_country_code("ZZZ")
+
+
+class TestGetPortIdsByCountry:
+ """Tests for ``get_port_ids_by_country``."""
+
+ def test_filters_by_country_code(self):
+ """Only ports for the requested country are returned, comma-joined."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ with patch.object(pwh, "get_ports", return_value=_PORTS_FIXTURE):
+ assert pwh.get_port_ids_by_country("usa") == "PORT1,PORT2"
+ assert pwh.get_port_ids_by_country("CAN") == "PORT3"
+ assert pwh.get_port_ids_by_country("ZZZ") == ""
+
+
+class TestGetPortIdChoices:
+ """Tests for ``get_port_id_choices``."""
+
+ def test_label_value_pairs(self):
+ """Every port yields a ``{label, value}`` entry."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ with patch.object(pwh, "get_ports", return_value=_PORTS_FIXTURE):
+ choices = pwh.get_port_id_choices()
+ assert len(choices) == 3
+ assert choices[0] == {"label": "Port One", "value": "PORT1"}
+
+
+class TestGetPortsSyncBridge:
+ """Tests for ``_run_list_ports_sync`` and ``get_ports``."""
+
+ def test_get_ports_returns_async_payload(self):
+ """``get_ports`` runs ``list_ports`` through a thread pool."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ async def _fake_list_ports():
+ return [{"portid": "P", "portname": "Name", "ISO3": "USA"}]
+
+ with patch.object(pwh, "list_ports", side_effect=_fake_list_ports):
+ assert pwh.get_ports() == [
+ {"portid": "P", "portname": "Name", "ISO3": "USA"}
+ ]
+
+ def test_run_list_ports_sync_uses_asyncio_run(self):
+ """``_run_list_ports_sync`` drops into ``asyncio.run`` directly."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ async def _fake():
+ return ["ok"]
+
+ with patch.object(pwh, "list_ports", side_effect=_fake):
+ assert pwh._run_list_ports_sync() == ["ok"]
+
+
+class TestListPortsAsync:
+ """Tests for the async ``list_ports`` fetcher."""
+
+ @pytest.mark.asyncio
+ async def test_returns_attributes(self):
+ """A 200 response yields the ``features.attributes`` payload."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.list_ports.cache_clear()
+ patcher, _ = _patch_session(
+ {
+ "features": [
+ {"attributes": {"portid": "P1", "portname": "Port"}},
+ ]
+ }
+ )
+ with patcher:
+ ports = await pwh.list_ports()
+ assert ports == [{"portid": "P1", "portname": "Port"}]
+ pwh.list_ports.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_non_200_raises(self):
+ """A non-200 response surfaces as ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.list_ports.cache_clear()
+ bad = _FakeResponse({}, status=500)
+ bad.reason = "Bad"
+ fake = _FakeSession([])
+ fake.get = lambda url: _AwaitableContext(bad) # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ with pytest.raises(OpenBBError):
+ await pwh.list_ports()
+ pwh.list_ports.cache_clear()
+
+
+class TestDailyChokepointData:
+ """Tests for ``get_daily_chokepoint_data`` and the bulk aggregator."""
+
+ @pytest.mark.asyncio
+ async def test_dated_paginates_and_normalises(self):
+ """A dated query paginates and turns ``year/month/day`` into ``date``."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_chokepoint_data.cache_clear()
+ patcher, fake = _patch_session(
+ {
+ "features": [
+ {"attributes": {"year": 2024, "month": 1, "day": 1, "v": 1}}
+ ],
+ "exceededTransferLimit": True,
+ },
+ {
+ "features": [
+ {"attributes": {"year": 2024, "month": 1, "day": 2, "v": 2}}
+ ],
+ },
+ )
+ with patcher:
+ rows = await pwh.get_daily_chokepoint_data(
+ "chokepoint1", "2024-01-01", "2024-01-31"
+ )
+ assert [r["date"] for r in rows] == ["2024-01-01", "2024-01-02"]
+ assert all("year" not in r for r in rows)
+ assert "TIMESTAMP" in fake.urls[0]
+ pwh.get_daily_chokepoint_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_no_dates_uses_undated_url(self):
+ """When no date range is supplied, the un-dated URL form is used."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_chokepoint_data.cache_clear()
+ patcher, fake = _patch_session(
+ {"features": [{"attributes": {"year": 2024, "month": 1, "day": 1}}]}
+ )
+ with patcher:
+ await pwh.get_daily_chokepoint_data("chokepoint2")
+ assert "TIMESTAMP" not in fake.urls[0]
+ pwh.get_daily_chokepoint_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_only_start_date_defaults_end(self):
+ """A start_date alone makes the helper supply ``today`` as the end."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_chokepoint_data.cache_clear()
+ patcher, fake = _patch_session({"features": []})
+ with patcher:
+ await pwh.get_daily_chokepoint_data("chokepoint3", start_date="2024-01-01")
+ assert "TIMESTAMP" in fake.urls[0]
+ pwh.get_daily_chokepoint_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_only_end_date_defaults_start(self):
+ """An end_date alone defaults the start to ``2019-01-01``."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_chokepoint_data.cache_clear()
+ patcher, fake = _patch_session({"features": []})
+ with patcher:
+ await pwh.get_daily_chokepoint_data("chokepoint4", end_date="2024-01-01")
+ assert "2019-01-01" in fake.urls[0]
+ pwh.get_daily_chokepoint_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_non_200_initial_raises(self):
+ """A non-200 on the initial fetch raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_chokepoint_data.cache_clear()
+ bad = _FakeResponse({}, status=500)
+ fake = _FakeSession([])
+ fake.get = lambda url: _AwaitableContext(bad) # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ with pytest.raises(OpenBBError):
+ await pwh.get_daily_chokepoint_data("chokepoint5")
+ pwh.get_daily_chokepoint_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_non_200_on_followup_raises(self):
+ """A non-200 on a follow-up page raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_chokepoint_data.cache_clear()
+ ok = _FakeResponse(
+ {
+ "features": [
+ {"attributes": {"year": 2024, "month": 1, "day": 1, "v": 1}}
+ ],
+ "exceededTransferLimit": True,
+ }
+ )
+ bad = _FakeResponse({}, status=500)
+
+ calls = {"n": 0}
+
+ def _get(url):
+ calls["n"] += 1
+ return _AwaitableContext(ok if calls["n"] == 1 else bad)
+
+ fake = _FakeSession([])
+ fake.get = _get # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ with pytest.raises(OpenBBError):
+ await pwh.get_daily_chokepoint_data("chokepoint6")
+ pwh.get_daily_chokepoint_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_all_daily_chokepoint_activity_data_combines(self):
+ """``get_all_daily_chokepoint_activity_data`` gathers all 24 chokepoints."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_all_daily_chokepoint_activity_data.cache_clear()
+
+ async def _fake(_, *args, **kwargs):
+ return [{"date": "2024-01-01", "v": 1}]
+
+ with patch.object(pwh, "get_daily_chokepoint_data", side_effect=_fake):
+ rows = await pwh.get_all_daily_chokepoint_activity_data()
+ assert len(rows) == 24
+ pwh.get_all_daily_chokepoint_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_all_daily_chokepoint_activity_propagates_errors(self):
+ """A single-chokepoint failure surfaces from the gather."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_all_daily_chokepoint_activity_data.cache_clear()
+
+ async def _boom(*_, **__):
+ raise OpenBBError("nope")
+
+ with patch.object(pwh, "get_daily_chokepoint_data", side_effect=_boom):
+ with pytest.raises(OpenBBError):
+ await pwh.get_all_daily_chokepoint_activity_data()
+ pwh.get_all_daily_chokepoint_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_all_daily_chokepoint_activity_empty_raises(self):
+ """If every chokepoint returns nothing, raise the empty-results error."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_all_daily_chokepoint_activity_data.cache_clear()
+
+ async def _empty(*_, **__):
+ return []
+
+ with patch.object(pwh, "get_daily_chokepoint_data", side_effect=_empty):
+ with pytest.raises(OpenBBError):
+ await pwh.get_all_daily_chokepoint_activity_data()
+ pwh.get_all_daily_chokepoint_activity_data.cache_clear()
+
+
+class TestDailyPortActivity:
+ """Tests for ``get_daily_port_activity_data`` and the bulk CSV variant."""
+
+ @pytest.mark.asyncio
+ async def test_dated_paginates(self):
+ """A dated query paginates and normalises the ``year/month/day`` triplet."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_port_activity_data.cache_clear()
+ patcher, fake = _patch_session(
+ {
+ "features": [
+ {"attributes": {"year": 2024, "month": 1, "day": 1, "v": 1}}
+ ],
+ "exceededTransferLimit": True,
+ },
+ {
+ "features": [
+ {"attributes": {"year": 2024, "month": 1, "day": 2, "v": 2}}
+ ]
+ },
+ )
+ with patcher:
+ rows = await pwh.get_daily_port_activity_data(
+ "p1", "2024-01-01", "2024-01-31"
+ )
+ assert [r["date"] for r in rows] == ["2024-01-01", "2024-01-02"]
+ assert "TIMESTAMP" in fake.urls[0]
+ pwh.get_daily_port_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_no_dates_undated_url(self):
+ """Without dates the un-dated URL form is used."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_port_activity_data.cache_clear()
+ patcher, fake = _patch_session(
+ {"features": [{"attributes": {"year": 2024, "month": 1, "day": 1}}]}
+ )
+ with patcher:
+ await pwh.get_daily_port_activity_data("p2")
+ assert "TIMESTAMP" not in fake.urls[0]
+ pwh.get_daily_port_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_only_start_date(self):
+ """A start_date alone backfills ``end_date`` with today."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_port_activity_data.cache_clear()
+ patcher, fake = _patch_session({"features": []})
+ with patcher:
+ await pwh.get_daily_port_activity_data("p3", start_date="2024-01-01")
+ assert "TIMESTAMP" in fake.urls[0]
+ pwh.get_daily_port_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_only_end_date(self):
+ """An end_date alone backfills ``start_date`` with 2019-01-01."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_port_activity_data.cache_clear()
+ patcher, fake = _patch_session({"features": []})
+ with patcher:
+ await pwh.get_daily_port_activity_data("p4", end_date="2024-01-01")
+ assert "2019-01-01" in fake.urls[0]
+ pwh.get_daily_port_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_missing_port_id_raises(self):
+ """A ``None`` port_id raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_port_activity_data.cache_clear()
+ with pytest.raises(OpenBBError):
+ await pwh.get_daily_port_activity_data(None)
+ pwh.get_daily_port_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_non_200_initial_raises(self):
+ """A non-200 on the initial response raises."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_port_activity_data.cache_clear()
+ bad = _FakeResponse({}, status=500)
+ fake = _FakeSession([])
+ fake.get = lambda url: _AwaitableContext(bad) # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ with pytest.raises(OpenBBError):
+ await pwh.get_daily_port_activity_data("px")
+ pwh.get_daily_port_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_non_200_on_followup_raises(self):
+ """A non-200 on the second page raises."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_daily_port_activity_data.cache_clear()
+ ok = _FakeResponse(
+ {
+ "features": [
+ {"attributes": {"year": 2024, "month": 1, "day": 1, "v": 1}}
+ ],
+ "exceededTransferLimit": True,
+ }
+ )
+ bad = _FakeResponse({}, status=500)
+
+ calls = {"n": 0}
+
+ def _get(url):
+ calls["n"] += 1
+ return _AwaitableContext(ok if calls["n"] == 1 else bad)
+
+ fake = _FakeSession([])
+ fake.get = _get # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ with pytest.raises(OpenBBError):
+ await pwh.get_daily_port_activity_data("py")
+ pwh.get_daily_port_activity_data.cache_clear()
+
+
+class TestAllDailyPortActivityCsv:
+ """Tests for the bulk CSV ``get_all_daily_port_activity_data`` helper."""
+
+ @pytest.mark.asyncio
+ async def test_returns_records(self):
+ """A 200 CSV response is parsed into a list of dicts."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_all_daily_port_activity_data.cache_clear()
+
+ csv_text = "date,portid,v,ObjectId,GlobalID,year,month,day\n2024-01-01,P1,5,1,g,2024,1,1\n"
+
+ class _CsvResp:
+ status = 200
+ reason = "OK"
+ content = b"x"
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *_):
+ return False
+
+ async def text(self):
+ return csv_text
+
+ fake = _FakeSession([])
+ fake.get = lambda url: _AwaitableContext(_CsvResp()) # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ rows = await pwh.get_all_daily_port_activity_data()
+ assert rows[0]["portid"] == "P1"
+ assert "ObjectId" not in rows[0]
+ assert "year" not in rows[0]
+ pwh.get_all_daily_port_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_non_200_raises(self):
+ """A non-200 CSV response raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_all_daily_port_activity_data.cache_clear()
+
+ class _CsvResp:
+ status = 500
+ reason = "Down"
+ content = b""
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *_):
+ return False
+
+ async def text(self):
+ return ""
+
+ fake = _FakeSession([])
+ fake.get = lambda url: _AwaitableContext(_CsvResp()) # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ with pytest.raises(OpenBBError):
+ await pwh.get_all_daily_port_activity_data()
+ pwh.get_all_daily_port_activity_data.cache_clear()
+
+ @pytest.mark.asyncio
+ async def test_empty_content_raises(self):
+ """A response with ``content=None`` raises."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_all_daily_port_activity_data.cache_clear()
+
+ class _CsvResp:
+ status = 200
+ reason = "OK"
+ content = None
+
+ async def __aenter__(self):
+ return self
+
+ async def __aexit__(self, *_):
+ return False
+
+ async def text(self):
+ return ""
+
+ fake = _FakeSession([])
+ fake.get = lambda url: _AwaitableContext(_CsvResp()) # type: ignore
+
+ class _Factory:
+ async def __aenter__(self_):
+ return fake
+
+ async def __aexit__(self_, *args):
+ return False
+
+ async def _factory(*args, **kwargs):
+ return _Factory()
+
+ with patch(
+ "openbb_core.provider.utils.helpers.get_async_requests_session",
+ side_effect=_factory,
+ ):
+ with pytest.raises(OpenBBError):
+ await pwh.get_all_daily_port_activity_data()
+ pwh.get_all_daily_port_activity_data.cache_clear()
+
+
+class TestContainerMetricsSkipsNoneValues:
+ """Edge test for the ``val is None`` continue inside ``get_container_metrics``."""
+
+ @pytest.mark.asyncio
+ async def test_none_port_values_skipped(self):
+ """A row where a port column is ``None`` produces no entry for that port."""
+ from openbb_imf.utils import port_watch_helpers as pwh
+
+ pwh.get_container_metrics.cache_clear()
+ rows_payload = [
+ {
+ "metric": "portcalls",
+ "date_in": 1_704_067_200_000,
+ "PORTA": 5,
+ "PORTB": None,
+ }
+ ]
+ with patch(
+ "openbb_imf.utils.port_watch_helpers._arcgis_query",
+ new=AsyncMock(return_value=rows_payload),
+ ):
+ out = await pwh.get_container_metrics(None, "portcalls")
+ ports = {r["portid"] for r in out}
+ assert ports == {"PORTA"}
+ pwh.get_container_metrics.cache_clear()
diff --git a/openbb_platform/providers/imf/tests/test_port_watch_models.py b/openbb_platform/providers/imf/tests/test_port_watch_models.py
new file mode 100644
index 00000000000..704bca77f39
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_port_watch_models.py
@@ -0,0 +1,362 @@
+"""Tests for the IMF port-watch Fetcher models."""
+
+# ruff: noqa: I001
+
+from unittest.mock import AsyncMock, patch
+
+import pytest
+from openbb_core.app.model.abstract.error import OpenBBError
+
+from openbb_imf.models.container_metrics import (
+ ImfContainerMetricsData,
+ ImfContainerMetricsFetcher,
+)
+from openbb_imf.models.country_activity import (
+ ImfCountryActivityData,
+ ImfCountryActivityFetcher,
+ ImfCountryActivityQueryParams,
+)
+from openbb_imf.models.disruption_events import (
+ ImfDisruptionEventsData,
+ ImfDisruptionEventsFetcher,
+)
+from openbb_imf.models.disruption_sankey import (
+ ImfDisruptionSankeyData,
+ ImfDisruptionSankeyFetcher,
+)
+from openbb_imf.models.monthly_trade import (
+ ImfMonthlyTradeData,
+ ImfMonthlyTradeFetcher,
+)
+
+
+class TestCountryActivityFetcher:
+ """Tests for ``ImfCountryActivityFetcher``."""
+
+ def test_transform_query_defaults(self):
+ """Default params survive ``transform_query``."""
+ q = ImfCountryActivityFetcher.transform_query({})
+ assert isinstance(q, ImfCountryActivityQueryParams)
+ assert q.country_code == "USA"
+ assert q.metric == "portcalls"
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_delegates_to_helper(self):
+ """``aextract_data`` calls the shared helper with the right args."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_country_daily_activity",
+ new=AsyncMock(return_value=[{"date": "2024-01-01"}]),
+ ) as mocked:
+ q = ImfCountryActivityFetcher.transform_query(
+ {
+ "country_code": "JPN",
+ "start_date": "2024-01-01",
+ "end_date": "2024-01-31",
+ }
+ )
+ rows = await ImfCountryActivityFetcher.aextract_data(q, None)
+ mocked.assert_awaited_once_with("JPN", "2024-01-01", "2024-01-31")
+ assert rows == [{"date": "2024-01-01"}]
+
+ def test_transform_data_builds_typed_rows(self):
+ """``transform_data`` validates each row through the Data model and applies aliases."""
+ q = ImfCountryActivityFetcher.transform_query({})
+ out = ImfCountryActivityFetcher.transform_data(
+ q,
+ [
+ {
+ "date": "2024-01-01",
+ "ISO3": "USA",
+ "portcalls": 5,
+ "import": 10,
+ "export": 7,
+ }
+ ],
+ )
+ assert isinstance(out[0], ImfCountryActivityData)
+ assert out[0].country_code == "USA"
+ assert out[0].imports == 10
+ assert out[0].exports == 7
+
+ def test_data_coerces_string_30ma_to_float(self):
+ """The ``*_30MA`` strings the API returns get coerced to floats."""
+ row = ImfCountryActivityData.model_validate(
+ {
+ "date": "2024-01-01",
+ "ISO3": "USA",
+ "export_container_30MA": "345609.36",
+ "shipment_30MA_yoy_doy": "0.03",
+ }
+ )
+ assert row.exports_container_30ma == pytest.approx(345609.36)
+ assert row.shipment_30ma_yoy_doy == pytest.approx(0.03)
+
+
+class TestMonthlyTradeFetcher:
+ """Tests for ``ImfMonthlyTradeFetcher``."""
+
+ def test_transform_query_defaults(self):
+ """Default code and metric are populated."""
+ q = ImfMonthlyTradeFetcher.transform_query({})
+ assert q.code == "USA"
+ assert q.metric == "trade_value"
+
+ @pytest.mark.asyncio
+ async def test_aextract_data(self):
+ """The helper is invoked with the resolved query params."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_monthly_trade",
+ new=AsyncMock(return_value=[{"date": "2024-01-01"}]),
+ ) as mocked:
+ q = ImfMonthlyTradeFetcher.transform_query({"code": "JPN"})
+ rows = await ImfMonthlyTradeFetcher.aextract_data(q, None)
+ mocked.assert_awaited_once_with("JPN", None, None)
+ assert rows == [{"date": "2024-01-01"}]
+
+ def test_transform_data(self):
+ """Rows are validated through the Data model with ISO3 alias."""
+ q = ImfMonthlyTradeFetcher.transform_query({})
+ out = ImfMonthlyTradeFetcher.transform_data(
+ q,
+ [
+ {
+ "date": "2024-01-01",
+ "ISO3": "USA",
+ "region": "United States",
+ "trade_value": 105.6,
+ "ais_portcalls_container": 240,
+ }
+ ],
+ )
+ assert isinstance(out[0], ImfMonthlyTradeData)
+ assert out[0].country_code == "USA"
+ assert out[0].region == "United States"
+ assert out[0].trade_value == pytest.approx(105.6)
+
+
+class TestContainerMetricsFetcher:
+ """Tests for ``ImfContainerMetricsFetcher`` including TOP10 ranking."""
+
+ def test_transform_query_defaults(self):
+ """Defaults match the widget config."""
+ q = ImfContainerMetricsFetcher.transform_query({})
+ assert q.metric == "portcalls"
+ assert q.port_ids == "TOP10"
+
+ @pytest.mark.asyncio
+ async def test_aextract_top10_picks_busiest_ports(self):
+ """The TOP10 path keeps the 10 ports with the largest ``value`` totals."""
+ rows = []
+ for i in range(20):
+ for j in range(3):
+ rows.append(
+ {
+ "metric": "portcalls",
+ "portid": f"PORT{i}",
+ "date": f"2024-0{j + 1}-01",
+ "value": (i + 1) * 10 + j,
+ }
+ )
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_container_metrics",
+ new=AsyncMock(return_value=rows),
+ ):
+ q = ImfContainerMetricsFetcher.transform_query({})
+ out = await ImfContainerMetricsFetcher.aextract_data(q, None)
+ kept = {r["portid"] for r in out}
+ assert len(kept) == 10
+ assert kept == {f"PORT{i}" for i in range(10, 20)}
+
+ @pytest.mark.asyncio
+ async def test_aextract_explicit_port_filter(self):
+ """Explicit port ids filter directly without invoking the TOP10 ranking."""
+ rows = [
+ {"metric": "portcalls", "portid": "PORT1", "date": "2024-01", "value": 1},
+ {"metric": "portcalls", "portid": "PORT2", "date": "2024-01", "value": 2},
+ ]
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_container_metrics",
+ new=AsyncMock(return_value=rows),
+ ):
+ q = ImfContainerMetricsFetcher.transform_query({"port_ids": "PORT2+PORT99"})
+ out = await ImfContainerMetricsFetcher.aextract_data(q, None)
+ assert [r["portid"] for r in out] == ["PORT2"]
+
+ @pytest.mark.asyncio
+ async def test_aextract_top10_handles_missing_values(self):
+ """Rows without a ``portid`` or numeric ``value`` are skipped during ranking."""
+ rows = [
+ {"metric": "portcalls", "portid": "PORT1", "date": "2024-01", "value": 5},
+ {"metric": "portcalls", "portid": None, "date": "2024-01", "value": 99},
+ {
+ "metric": "portcalls",
+ "portid": "PORT2",
+ "date": "2024-01",
+ "value": None,
+ },
+ ]
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_container_metrics",
+ new=AsyncMock(return_value=rows),
+ ):
+ q = ImfContainerMetricsFetcher.transform_query({})
+ out = await ImfContainerMetricsFetcher.aextract_data(q, None)
+ assert {r["portid"] for r in out} == {"PORT1", "PORT2"}
+
+ def test_transform_data(self):
+ """Rows survive the typed Data validation."""
+ q = ImfContainerMetricsFetcher.transform_query({})
+ out = ImfContainerMetricsFetcher.transform_data(
+ q,
+ [
+ {
+ "metric": "portcalls",
+ "portid": "PORT1",
+ "date": "2024-01-01",
+ "value": 42,
+ }
+ ],
+ )
+ assert isinstance(out[0], ImfContainerMetricsData)
+ assert out[0].value == 42
+
+
+class TestDisruptionEventsFetcher:
+ """Tests for ``ImfDisruptionEventsFetcher``."""
+
+ def test_transform_query_defaults(self):
+ """The default alert level is ``ALL`` and active-only is False."""
+ q = ImfDisruptionEventsFetcher.transform_query({})
+ assert q.alertlevel == "ALL"
+ assert q.active_only is False
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_converts_all_to_none(self):
+ """An ``ALL`` alert level translates to ``None`` in the helper call."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_disruption_events",
+ new=AsyncMock(return_value=[]),
+ ) as mocked:
+ q = ImfDisruptionEventsFetcher.transform_query(
+ {"country": "JPN", "alertlevel": "ALL"}
+ )
+ await ImfDisruptionEventsFetcher.aextract_data(q, None)
+ mocked.assert_awaited_once_with("JPN", None, None, False, None, None)
+
+ @pytest.mark.asyncio
+ async def test_aextract_data_passes_specific_alert_level(self):
+ """A specific alert level flows through to the helper unchanged."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_disruption_events",
+ new=AsyncMock(return_value=[]),
+ ) as mocked:
+ q = ImfDisruptionEventsFetcher.transform_query({"alertlevel": "RED"})
+ await ImfDisruptionEventsFetcher.aextract_data(q, None)
+ assert mocked.call_args.args[2] == "RED"
+
+ def test_transform_data_aliases(self):
+ """ArcGIS field names are mapped to snake_case via ``__alias_dict__``."""
+ q = ImfDisruptionEventsFetcher.transform_query({})
+ out = ImfDisruptionEventsFetcher.transform_data(
+ q,
+ [
+ {
+ "eventid": 1,
+ "eventname": "Storm",
+ "alertlevel": "RED",
+ "lat": 12.5,
+ "long": -45.0,
+ "ObjectId": 7,
+ "htmlname": "Storm",
+ "pageid": "abc",
+ }
+ ],
+ )
+ row = out[0]
+ assert isinstance(row, ImfDisruptionEventsData)
+ assert row.latitude == 12.5
+ assert row.longitude == -45.0
+ assert row.object_id == 7
+ assert row.html_name == "Storm"
+ assert row.page_id == "abc"
+
+
+class TestDisruptionSankeyFetcher:
+ """Tests for ``ImfDisruptionSankeyFetcher``."""
+
+ def test_transform_query_default_latest(self):
+ """The default event id is ``LATEST``."""
+ q = ImfDisruptionSankeyFetcher.transform_query({})
+ assert q.event_id == "LATEST"
+
+ @pytest.mark.asyncio
+ async def test_aextract_latest_resolves_to_top_event(self):
+ """``LATEST`` resolves to the first event returned by the disruptions helper."""
+ with (
+ patch(
+ "openbb_imf.utils.port_watch_helpers.get_disruption_events",
+ new=AsyncMock(return_value=[{"eventid": 42, "eventname": "Hurricane"}]),
+ ),
+ patch(
+ "openbb_imf.utils.port_watch_helpers.get_disruption_sankey_edges",
+ new=AsyncMock(return_value=[{"source": 1, "target": 2}]),
+ ) as edges_mock,
+ ):
+ q = ImfDisruptionSankeyFetcher.transform_query({"event_id": "LATEST"})
+ rows = await ImfDisruptionSankeyFetcher.aextract_data(q, None)
+ edges_mock.assert_awaited_once_with(42)
+ assert q._event_label == "Hurricane"
+ assert rows == [{"source": 1, "target": 2}]
+
+ @pytest.mark.asyncio
+ async def test_aextract_explicit_event_id(self):
+ """An explicit numeric event id is passed straight through."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_disruption_sankey_edges",
+ new=AsyncMock(return_value=[]),
+ ) as edges_mock:
+ q = ImfDisruptionSankeyFetcher.transform_query({"event_id": "100"})
+ await ImfDisruptionSankeyFetcher.aextract_data(q, None)
+ edges_mock.assert_awaited_once_with(100)
+ assert q._event_label == "Event 100"
+
+ @pytest.mark.asyncio
+ async def test_aextract_latest_raises_when_no_events(self):
+ """If there are no disruption events to choose from, raise ``OpenBBError``."""
+ with patch(
+ "openbb_imf.utils.port_watch_helpers.get_disruption_events",
+ new=AsyncMock(return_value=[]),
+ ):
+ q = ImfDisruptionSankeyFetcher.transform_query({})
+ with pytest.raises(OpenBBError):
+ await ImfDisruptionSankeyFetcher.aextract_data(q, None)
+
+ def test_transform_data_aliases_from_and_to(self):
+ """The ArcGIS ``from_``/``to_`` keys are remapped to source/target ports."""
+ q = ImfDisruptionSankeyFetcher.transform_query({})
+ out = ImfDisruptionSankeyFetcher.transform_data(
+ q,
+ [
+ {
+ "eventid": 1,
+ "source": 0,
+ "target": 1,
+ "from_": "Colombo",
+ "to_": "Chittagong",
+ "from_id": "port254",
+ "to_id": "port241",
+ "from_iso3": "LKA",
+ "to_iso3": "BGD",
+ "perc_disaster_capacity": 14.9,
+ "ObjectId": 1,
+ }
+ ],
+ )
+ edge = out[0]
+ assert isinstance(edge, ImfDisruptionSankeyData)
+ assert edge.source_port == "Colombo"
+ assert edge.target_port == "Chittagong"
+ assert edge.source_port_id == "port254"
+ assert edge.target_country_code == "BGD"
+ assert edge.perc_disaster_capacity == pytest.approx(14.9)
+ assert edge.object_id == 1
diff --git a/openbb_platform/providers/imf/tests/test_progressive_helper.py b/openbb_platform/providers/imf/tests/test_progressive_helper.py
index 4daf8ccbe2b..9a3e2d5de1d 100644
--- a/openbb_platform/providers/imf/tests/test_progressive_helper.py
+++ b/openbb_platform/providers/imf/tests/test_progressive_helper.py
@@ -1,7 +1,6 @@
"""Test ImfProgressiveQueryHelper."""
# ruff: noqa: I001
-# pylint: disable=W0621,W0613,W0212,R0903
from unittest.mock import patch, MagicMock
@@ -16,7 +15,6 @@ def mock_builder():
"openbb_imf.utils.progressive_helper.ImfQueryBuilder"
) as mock_builder_class:
mock_instance = mock_builder_class.return_value
- # Configure metadata mock
mock_instance.metadata = MagicMock()
mock_instance.metadata.dataflows = {
"GFS_BS": {
@@ -47,9 +45,7 @@ def mock_builder():
},
}
- def get_codelist_map(
- codelist_id, agency_id=None, dataflow_id=None
- ): # noqa: ARG001
+ def get_codelist_map(codelist_id, agency_id=None, dataflow_id=None): # noqa: ARG001
if codelist_id in mock_instance.metadata.codelists:
return {
item["id"]: item["name"]
@@ -62,7 +58,6 @@ def mock_builder():
mock_instance.metadata._get_codelist_map.side_effect = get_codelist_map
def resolve_codelist_id(dataflow_id, dsd_id, dimension_id, dim_meta):
- # Simplified resolver for the mocked DSD
if dimension_id == "FREQ":
return "CL_FREQ"
if dimension_id == "REF_AREA":
@@ -105,7 +100,6 @@ def test_constrained_codelist_resolution(mock_builder):
helper = ImfParamsBuilder(dataflow_id="GFS_BS")
helper._builder = mock_builder
- # Mock constraints returning only one indicator
mock_builder.metadata.get_available_constraints.return_value = {
"key_values": [
{
@@ -125,7 +119,6 @@ def test_component_label_fallback(mock_builder):
helper = ImfParamsBuilder(dataflow_id="GFS_BS")
helper._builder = mock_builder
- # Add a code to constraints that isn't in the codelist map
mock_builder.metadata.get_available_constraints.return_value = {
"key_values": [
{
@@ -135,7 +128,6 @@ def test_component_label_fallback(mock_builder):
]
}
- # Mock empty codelist map for this test
mock_builder.metadata._get_codelist_map.return_value = {}
options = helper.get_options_for_dimension("INDICATOR")
@@ -154,7 +146,6 @@ def test_time_period_annotation_propagation(mock_builder):
"time_period": {"start_period": "2000", "end_period": "2020"},
}
- # Trigger a constraint update (e.g. by getting options)
helper.get_options_for_dimension("INDICATOR")
assert helper._last_constraints_response["time_period"]["start_period"] == "2000"
@@ -176,7 +167,6 @@ def test_wildcard_on_long_multi_code_inputs(mock_builder):
helper = ImfParamsBuilder(dataflow_id="GFS_BS")
helper._builder = mock_builder
- # Simulate a long list of codes selected for a previous dimension
long_list = ["A"] * 50
helper.set_dimension(("FREQ", "+".join(long_list)))
@@ -186,5 +176,124 @@ def test_wildcard_on_long_multi_code_inputs(mock_builder):
assert call_args is not None
key_arg = call_args.kwargs.get("key")
assert key_arg is not None
- # Key should include the long frequency string, not be blanked to wildcard
assert "+".join(long_list) in key_arg
+
+
+@pytest.fixture
+def mock_builder_extra():
+ """Build a mocked ImfQueryBuilder with a minimal DF1/DSD1 dataflow setup."""
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfQueryBuilder"
+ ) as mock_builder_class:
+ mock_instance = mock_builder_class.return_value
+ mock_instance.metadata = MagicMock()
+ mock_instance.metadata.dataflows = {
+ "DF1": {
+ "structureRef": {"id": "DSD1"},
+ "agencyID": "IMF.STA",
+ },
+ "DF_NO_AGENCY": {
+ "structureRef": {"id": "DSD1"},
+ },
+ }
+ mock_instance.metadata.datastructures = {
+ "DSD1": {
+ "id": "DSD1",
+ "dimensions": [
+ {"id": "FREQ", "position": 1, "conceptRef": {"id": "FREQ"}},
+ {
+ "id": "INDICATOR",
+ "position": 2,
+ "conceptRef": {"id": "INDICATOR"},
+ },
+ ],
+ }
+ }
+ mock_instance.metadata._resolve_codelist_id.return_value = "CL_X"
+ mock_instance.metadata._get_codelist_map.return_value = {"A": "Annual"}
+ mock_instance.metadata.get_available_constraints.return_value = {
+ "key_values": [{"id": "INDICATOR", "values": ["X"]}]
+ }
+ yield mock_instance
+
+
+def test_get_options_returns_empty_when_all_selected(mock_builder_extra):
+ """Line 90: empty list when every dimension is already selected."""
+ helper = ImfParamsBuilder("DF1")
+ helper._builder = mock_builder_extra
+ helper._selections = {"FREQ": "A", "INDICATOR": "X"}
+
+ assert helper.get_options_for_dimension() == []
+
+
+def test_get_codelist_for_dim_missing_agency(mock_builder_extra):
+ """Line 130: missing agencyID yields empty codelist."""
+ helper = ImfParamsBuilder("DF1")
+ helper._builder = mock_builder_extra
+ mock_builder_extra.metadata.dataflows["DF1"] = {"structureRef": {"id": "DSD1"}}
+
+ assert helper._get_codelist_for_dim("FREQ") == {}
+
+
+def test_get_codelist_for_dim_missing_dim_meta(mock_builder_extra):
+ """Line 137: dim_meta lookup miss returns empty."""
+ helper = ImfParamsBuilder("DF1")
+ helper._builder = mock_builder_extra
+
+ assert helper._get_codelist_for_dim("UNKNOWN_DIM") == {}
+
+
+def test_get_codelist_for_dim_no_codelist_id(mock_builder_extra):
+ """When _resolve_codelist_id returns None, an empty dict comes back."""
+ helper = ImfParamsBuilder("DF1")
+ helper._builder = mock_builder_extra
+ mock_builder_extra.metadata._resolve_codelist_id.return_value = None
+
+ assert helper._get_codelist_for_dim("FREQ") == {}
+
+
+def test_get_dimensions_returns_copy(mock_builder_extra):
+ """Line 188: get_dimensions returns a copy of the selections dict."""
+ helper = ImfParamsBuilder("DF1")
+ helper._builder = mock_builder_extra
+ helper.set_dimension(("FREQ", "A"))
+ dims = helper.get_dimensions()
+ assert dims["FREQ"] == "A"
+ assert dims["INDICATOR"] is None
+ dims["FREQ"] = "MUTATED"
+ assert helper._selections["FREQ"] == "A"
+
+
+def test_fetch_invokes_builder(mock_builder_extra):
+ """Line 229: fetch forwards to builder.fetch_data with current selections."""
+ helper = ImfParamsBuilder("DF1")
+ helper._builder = mock_builder_extra
+ helper.set_dimension(("FREQ", "A"))
+ helper.set_dimension(("INDICATOR", "X"))
+
+ mock_builder_extra.fetch_data.return_value = {"data": [], "metadata": {}}
+ result = helper.fetch(start_date="2020", end_date="2024")
+
+ assert result == {"data": [], "metadata": {}}
+ kwargs = mock_builder_extra.fetch_data.call_args.kwargs
+ assert kwargs["dataflow"] == "DF1"
+ assert kwargs["start_date"] == "2020"
+ assert kwargs["end_date"] == "2024"
+ assert kwargs["FREQ"] == "A"
+ assert kwargs["INDICATOR"] == "X"
+
+
+def test_invalid_dimension_raises_valueerror(mock_builder_extra):
+ """get_options_for_dimension on unknown dim raises ValueError."""
+ helper = ImfParamsBuilder("DF1")
+ helper._builder = mock_builder_extra
+ with pytest.raises(ValueError, match="not found for dataflow"):
+ helper.get_options_for_dimension("NOPE")
+
+
+def test_set_dimension_unknown_raises(mock_builder_extra):
+ """set_dimension with unknown dim raises KeyError."""
+ helper = ImfParamsBuilder("DF1")
+ helper._builder = mock_builder_extra
+ with pytest.raises(KeyError, match="not valid for this dataflow"):
+ helper.set_dimension(("UNKNOWN", "X"))
diff --git a/openbb_platform/providers/imf/tests/test_progressive_validation.py b/openbb_platform/providers/imf/tests/test_progressive_validation.py
index 3a07563cd89..abbc4c7e5a5 100644
--- a/openbb_platform/providers/imf/tests/test_progressive_validation.py
+++ b/openbb_platform/providers/imf/tests/test_progressive_validation.py
@@ -1,7 +1,6 @@
"""Tests for progressive validation logic in ImfParamsBuilder and ImfQueryBuilder."""
# ruff: noqa: I001
-# pylint: disable=W0621,W0613,W0212,R0903,C0302,C0415
from unittest.mock import MagicMock, patch
@@ -67,7 +66,6 @@ class TestImfParamsBuilderInit:
"agencyID": "IMF",
}
}
- # Dimensions in reverse order
mock_metadata.datastructures = {
"DSD_TEST": {
"id": "DSD_TEST",
@@ -157,7 +155,6 @@ class TestDimensionSelection:
builder = ImfParamsBuilder("BOP")
builder._selections = {"REF_AREA": "US", "INDICATOR": "IND1", "FREQ": "A"}
- # Re-set REF_AREA - should clear INDICATOR and FREQ
result = builder.set_dimension(("REF_AREA", "GB"))
assert result["REF_AREA"] == "GB"
@@ -218,11 +215,6 @@ class TestDimensionSelection:
assert builder.get_next_dimension_to_select() is None
-# =============================================================================
-# Get Options Tests
-# =============================================================================
-
-
class TestGetOptionsForDimension:
"""Tests for get_options_for_dimension constraint checking."""
@@ -334,16 +326,10 @@ class TestGetOptionsForDimension:
builder.set_dimension(("DIM1", "VAL1"))
builder.get_options_for_dimension("DIM2")
- # Check the key passed to get_available_constraints
call_args = mock_metadata.get_available_constraints.call_args
assert call_args.kwargs["key"] == "VAL1.*.*"
-# =============================================================================
-# Query Builder Validation Tests
-# =============================================================================
-
-
class TestValidateDimensionConstraints:
"""Tests for ImfQueryBuilder.validate_dimension_constraints."""
@@ -375,7 +361,6 @@ class TestValidateDimensionConstraints:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # Should not raise
builder.validate_dimension_constraints(
dataflow="BOP", REF_AREA="US", INDICATOR="IND1"
)
@@ -436,7 +421,6 @@ class TestValidateDimensionConstraints:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # Should not raise
builder.validate_dimension_constraints(dataflow="BOP", REF_AREA="*")
@patch("openbb_imf.utils.query_builder.ImfMetadata")
@@ -463,7 +447,6 @@ class TestValidateDimensionConstraints:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # Valid comma-separated should pass
builder.validate_dimension_constraints(dataflow="BOP", REF_AREA="US,GB")
@patch("openbb_imf.utils.query_builder.ImfMetadata")
@@ -522,7 +505,6 @@ class TestValidateDimensionConstraints:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # Valid plus-separated should pass
builder.validate_dimension_constraints(dataflow="BOP", REF_AREA="US+GB+DE")
@patch("openbb_imf.utils.query_builder.ImfMetadata")
@@ -543,16 +525,10 @@ class TestValidateDimensionConstraints:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # Should not raise - empty values skipped
builder.validate_dimension_constraints(dataflow="BOP", REF_AREA="")
builder.validate_dimension_constraints(dataflow="BOP", REF_AREA=None)
-# =============================================================================
-# Time Period Validation Tests
-# =============================================================================
-
-
class TestTimePeriodValidation:
"""Tests for time period range validation."""
@@ -680,17 +656,11 @@ class TestTimePeriodValidation:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # Should not raise
builder.validate_dimension_constraints(
dataflow="BOP", REF_AREA="US", start_date="2010-01", end_date="2020-12"
)
-# =============================================================================
-# Progressive Constraint Propagation Tests
-# =============================================================================
-
-
class TestProgressiveConstraintPropagation:
"""Tests for how prior selections affect subsequent option availability."""
@@ -713,17 +683,13 @@ class TestProgressiveConstraintPropagation:
}
}
- # First call returns all countries
- # Second call (after country selected) returns fewer indicators
call_count = [0]
def mock_constraints(dataflow_id, key, component_id):
call_count[0] += 1
if component_id == "INDICATOR" and "US" in key:
- # US has fewer indicators
return {"key_values": [{"id": "INDICATOR", "values": ["IND1", "IND2"]}]}
elif component_id == "INDICATOR" and "GB" in key:
- # GB has more indicators
return {
"key_values": [
{"id": "INDICATOR", "values": ["IND1", "IND2", "IND3", "IND4"]}
@@ -737,12 +703,10 @@ class TestProgressiveConstraintPropagation:
builder = ImfParamsBuilder("BOP")
- # Select US
builder.set_dimension(("REF_AREA", "US"))
us_options = builder.get_options_for_dimension("INDICATOR")
assert len(us_options) == 2
- # Reset and select GB
builder._selections = {"REF_AREA": None, "INDICATOR": None}
builder.set_dimension(("REF_AREA", "GB"))
gb_options = builder.get_options_for_dimension("INDICATOR")
@@ -771,7 +735,6 @@ class TestProgressiveConstraintPropagation:
if component_id == "REF_AREA":
return {"key_values": [{"id": "REF_AREA", "values": ["US", "GB"]}]}
elif component_id == "INDICATOR":
- # Only IND1 available for US
return {"key_values": [{"id": "INDICATOR", "values": ["IND1"]}]}
return {"key_values": []}
@@ -787,9 +750,7 @@ class TestProgressiveConstraintPropagation:
)
error_msg = str(exc_info.value)
- # Error should mention the invalid value
assert "IND_NOT_AVAILABLE_FOR_US" in error_msg
- # Error should show prior selections
assert "REF_AREA" in error_msg
@@ -818,7 +779,7 @@ class TestValidationEdgeCases:
builder = ImfParamsBuilder("BOP")
options = builder.get_options_for_dimension("REF_AREA")
- assert options == [] # pylint: disable=C1803
+ assert options == []
@patch("openbb_imf.utils.query_builder.ImfMetadata")
def test_missing_dimension_in_constraints_response(self, mock_metadata_cls):
@@ -838,7 +799,6 @@ class TestValidationEdgeCases:
],
}
}
- # Response only has REF_AREA, not INDICATOR
mock_metadata.get_available_constraints.return_value = {
"key_values": [{"id": "REF_AREA", "values": ["US"]}]
}
@@ -848,7 +808,7 @@ class TestValidationEdgeCases:
builder = ImfParamsBuilder("BOP")
options = builder.get_options_for_dimension("INDICATOR")
- assert options == [] # pylint: disable=C1803
+ assert options == []
@patch("openbb_imf.utils.query_builder.ImfMetadata")
def test_list_input_validated(self, mock_metadata_cls):
@@ -872,7 +832,6 @@ class TestValidationEdgeCases:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # List input should work
builder.validate_dimension_constraints(dataflow="BOP", REF_AREA=["US", "GB"])
@patch("openbb_imf.utils.query_builder.ImfMetadata")
@@ -897,7 +856,6 @@ class TestValidationEdgeCases:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # Whitespace should be trimmed
builder.validate_dimension_constraints(dataflow="BOP", REF_AREA=" US , GB ")
@patch("openbb_imf.utils.query_builder.ImfMetadata")
@@ -912,14 +870,12 @@ class TestValidationEdgeCases:
builder = ImfQueryBuilder()
- # Should warn, not raise
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter("always")
builder.validate_dimension_constraints(
dataflow="NONEXISTENT", REF_AREA="US"
)
- # Check that a warning was issued
assert len(w) == 1
assert "could not validate" in str(w[0].message).lower()
@@ -940,7 +896,6 @@ class TestValidationEdgeCases:
}
mock_metadata.get_available_constraints.return_value = {
"key_values": [{"id": "REF_AREA", "values": ["US"]}],
- # No time_period key
}
mock_metadata_cls.return_value = mock_metadata
@@ -962,7 +917,6 @@ class TestValidationEdgeCases:
"dimensions": [{"id": "INDICATOR", "position": 1}],
}
}
- # Mock constraints returning a specific indicator
mock_metadata.get_available_constraints.return_value = {
"key_values": [{"id": "INDICATOR", "values": ["RAF_USD"]}]
}
@@ -970,10 +924,8 @@ class TestValidationEdgeCases:
builder = ImfQueryBuilder()
- # If we validate constraints for IRFCL, it should pass if the indicator is compatible
builder.validate_dimension_constraints(dataflow="IRFCL", INDICATOR="RAF_USD")
- # If we try an incompatible one (not in constraints)
with pytest.raises(ValueError):
builder.validate_dimension_constraints(
dataflow="IRFCL", INDICATOR="INCOMPATIBLE"
@@ -994,7 +946,6 @@ class TestValidationEdgeCases:
"dimensions": [{"id": "REF_AREA", "position": 1}],
}
}
- # Constraints return everything (wildcard)
mock_metadata.get_available_constraints.return_value = {
"key_values": [{"id": "REF_AREA", "values": ["US", "GB", "FR"]}]
}
@@ -1002,10 +953,8 @@ class TestValidationEdgeCases:
builder = ImfQueryBuilder()
- # Create a long list of codes
long_list = ["US"] * 50
- # Validation should pass because it should treat it as wildcard or check against constraints
builder.validate_dimension_constraints(dataflow="BOP", REF_AREA=long_list)
mock_metadata = MagicMock()
@@ -1018,7 +967,6 @@ class TestValidationEdgeCases:
"dimensions": [{"id": "REF_AREA", "position": 1}],
}
}
- # No time period annotations
mock_metadata.get_available_constraints.return_value = {
"key_values": [{"id": "REF_AREA", "values": ["US"]}],
"full_response": {"data": {}},
@@ -1027,17 +975,11 @@ class TestValidationEdgeCases:
mock_metadata_cls.return_value = mock_metadata
builder = ImfQueryBuilder()
- # Should not raise even with dates provided
builder.validate_dimension_constraints(
dataflow="BOP", REF_AREA="US", start_date="2020-01", end_date="2023-12"
)
-# =============================================================================
-# Build URL Tests
-# =============================================================================
-
-
class TestBuildUrl:
"""Tests for ImfParamsBuilder.build_url."""
@@ -1065,7 +1007,6 @@ class TestBuildUrl:
builder.set_dimension(("REF_AREA", "US"))
builder.set_dimension(("INDICATOR", "IND1"))
- # Just verify the internal builder.build_url is called with correct args
with patch.object(
builder._builder, "build_url", return_value="http://test.url"
) as mock_build:
diff --git a/openbb_platform/providers/imf/tests/test_query_builder.py b/openbb_platform/providers/imf/tests/test_query_builder.py
index 5463b2fdf88..a36b00dc8d6 100644
--- a/openbb_platform/providers/imf/tests/test_query_builder.py
+++ b/openbb_platform/providers/imf/tests/test_query_builder.py
@@ -1,7 +1,6 @@
"""Comprehensive tests for IMF query parsing, search, and fetch helpers."""
# ruff: noqa: I001, SLF001
-# pylint: disable=W0621,W0613,W0212,R0903
from textwrap import dedent
from unittest.mock import MagicMock, patch
@@ -136,7 +135,6 @@ def test_search_dataflows_or_operator(imf_metadata):
def test_search_dataflows_phrase(imf_metadata):
results = imf_metadata.search_dataflows('"central bank"')
ids = {df["id"] for group in results for df in group.get("dataflows", [])}
- # Central bank phrase should match at least the explicit central bank flow.
assert "DATAFLOW_CENTRAL_BANK" in ids
@@ -185,9 +183,10 @@ MOCK_XML_RESPONSE = dedent(
@pytest.fixture
def mock_imf_query_builder_with_pivot_data():
"""Return an ImfQueryBuilder with request mocked to return canned XML."""
- with patch("openbb_imf.utils.query_builder.ImfMetadata") as MockMetadata, patch(
- "openbb_core.provider.utils.helpers.make_request"
- ) as mock_make_request:
+ with (
+ patch("openbb_imf.utils.query_builder.ImfMetadata") as MockMetadata,
+ patch("openbb_core.provider.utils.helpers.make_request") as mock_make_request,
+ ):
mock_metadata_instance = MockMetadata.return_value
dataflows_dict = {d["id"]: d for d in MOCK_SDMX_CHUNKS_DATAFLOWS}
@@ -251,7 +250,6 @@ def test_fetch_data_time_periods(mock_imf_query_builder_with_pivot_data):
)
df = pd.DataFrame(result["data"])
- # Returned SDMX time periods include end-of-year date strings.
assert set(df["TIME_PERIOD"]) == {"2020-12-31", "2021-12-31"}
@@ -259,3 +257,1874 @@ def test_strict_error_missing_dataflow(mock_imf_query_builder):
builder = mock_imf_query_builder
with pytest.raises(ValueError, match="Dataflow 'MISSING' not found"):
builder.build_url("MISSING")
+
+
+@pytest.fixture
+def base_metadata(monkeypatch):
+ """Build an isolated ``ImfMetadata`` with a flexible default catalog."""
+ monkeypatch.setattr(md.ImfMetadata, "_instance", None)
+ monkeypatch.setattr(md.ImfMetadata, "_load_from_cache", lambda self: True)
+ meta = md.ImfMetadata()
+ meta.dataflows = {
+ "FLOW": {
+ "id": "FLOW",
+ "agencyID": "IMF.STA",
+ "name": "Flow",
+ "description": "desc",
+ "structureRef": {"id": "DSD_FLOW"},
+ },
+ "NO_AGENCY": {
+ "id": "NO_AGENCY",
+ "name": "No Agency",
+ "structureRef": {"id": "DSD_FLOW"},
+ },
+ "BAD_DSD": {
+ "id": "BAD_DSD",
+ "agencyID": "IMF.STA",
+ "name": "Bad",
+ "structureRef": {"id": "DSD_MISSING"},
+ },
+ }
+ meta.datastructures = {
+ "DSD_FLOW": {
+ "id": "DSD_FLOW",
+ "agencyID": "IMF.STA",
+ "dimensions": [
+ {"id": "COUNTRY", "position": 0, "conceptRef": {"id": "COUNTRY"}},
+ {"id": "FREQUENCY", "position": 1, "conceptRef": {"id": "FREQ"}},
+ {"id": "INDICATOR", "position": 2, "conceptRef": {"id": "INDICATOR"}},
+ ],
+ "attributes": [],
+ }
+ }
+ meta._codelist_cache = {
+ "CL_UNIT_MULT": {"3": "Thousands", "6": "Millions"},
+ "CL_UNIT": {"USD": "US dollar", "EUR": "Euro"},
+ }
+ return meta
+
+
+@pytest.fixture
+def builder(base_metadata): # noqa: ARG001
+ """Construct an ``ImfQueryBuilder`` against the canned metadata."""
+ return ImfQueryBuilder()
+
+
+class TestBuildUrl:
+ """Tests covering ``ImfQueryBuilder.build_url``."""
+
+ def test_unknown_dataflow_raises(self, builder):
+ """Unknown dataflow surfaces as ``ValueError``."""
+ with pytest.raises(ValueError, match="Dataflow 'MISSING' not found"):
+ builder.build_url("MISSING")
+
+ def test_missing_dsd_raises(self, builder):
+ """Missing data-structure reference raises a clear error."""
+ with pytest.raises(ValueError, match="Data structure not found"):
+ builder.build_url("BAD_DSD")
+
+ def test_missing_agency_raises(self, builder, monkeypatch):
+ """Missing agency id raises a clear error."""
+ monkeypatch.setitem(builder.metadata.dataflows["FLOW"], "agencyID", None)
+ with pytest.raises(ValueError, match="Agency ID not found"):
+ builder.build_url("FLOW", INDICATOR="GDP")
+
+ def test_lower_case_dimension_keys_matched(self, builder):
+ """Lower-case kwargs match against upper-case dimension IDs."""
+ url = builder.build_url("FLOW", country="USA", frequency="A", indicator="GDP")
+ assert "/USA.A.GDP" in url
+
+ def test_list_value_uses_plus_join(self, builder):
+ """A ``list`` dimension value joins with ``+``."""
+ url = builder.build_url("FLOW", INDICATOR=["GDP", "CPI"], COUNTRY="USA")
+ assert "USA.*.GDP+CPI" in url
+
+ def test_long_value_collapses_to_wildcard(self, builder):
+ """Values longer than 1500 chars become ``*`` in the key segment."""
+ big = "X" * 1600
+ url = builder.build_url("FLOW", INDICATOR=big, COUNTRY="USA")
+ assert "/USA.*.*" in url
+
+ def test_wildcard_value_kept_as_star(self, builder):
+ """An explicit ``*`` value stays ``*``."""
+ url = builder.build_url("FLOW", INDICATOR="*", COUNTRY="USA")
+ assert "/USA.*.*" in url
+
+ def test_extra_query_params_appended(self, builder):
+ """Unmatched kwargs become query-string parameters."""
+ url = builder.build_url("FLOW", INDICATOR="GDP", custom="value")
+ assert "custom=value" in url
+
+ def test_annual_frequency_uses_year_format(self, builder):
+ """Annual frequency formats time period as ``YYYY-01-01``."""
+ url = builder.build_url(
+ "FLOW",
+ COUNTRY="USA",
+ INDICATOR="GDP",
+ FREQUENCY="A",
+ start_date="2020",
+ end_date="2022",
+ )
+ assert "ge:2020-01-01" in url
+ assert "le:2023-01-01" in url
+
+ def test_monthly_frequency_increments_end_month(self, builder):
+ """Monthly frequency bumps the end month forward by one."""
+ url = builder.build_url(
+ "FLOW",
+ COUNTRY="USA",
+ INDICATOR="GDP",
+ FREQUENCY="M",
+ start_date="2020-01",
+ end_date="2020-12",
+ )
+ assert "ge:2020-01-01" in url
+ assert "le:2021-01-01" in url
+
+ def test_monthly_end_wraps_year(self, builder):
+ """When the end month is December, the year is advanced."""
+ url = builder.build_url(
+ "FLOW",
+ COUNTRY="USA",
+ INDICATOR="GDP",
+ FREQUENCY="Q",
+ start_date="2020-06",
+ end_date="2020-12",
+ )
+ assert "le:2021-01-01" in url
+
+ def test_limit_appends_last_n_observations(self, builder):
+ """A positive ``limit`` appends ``lastNObservations``."""
+ url = builder.build_url("FLOW", COUNTRY="USA", limit=5)
+ assert "lastNObservations=5" in url
+
+ def test_no_limit_when_zero(self, builder):
+ """A non-positive limit is ignored."""
+ url = builder.build_url("FLOW", COUNTRY="USA", limit=0)
+ assert "lastNObservations" not in url
+
+
+class TestValidateDimensionConstraints:
+ """Tests for ``ImfQueryBuilder.validate_dimension_constraints``."""
+
+ def _patch_builder(self, builder, dim_order, options_for, last_resp=None):
+ """Patch ``ImfParamsBuilder`` to return canned data."""
+ from openbb_imf.utils import progressive_helper as ph
+
+ class FakeBuilder:
+ def __init__(self, dataflow_id): # noqa: ARG002
+ self._dims = list(dim_order)
+ self._selections: dict = {d: None for d in dim_order}
+ self._last_constraints_response = last_resp or {}
+
+ def _get_dimensions_in_order(self):
+ return list(self._dims)
+
+ def get_options_for_dimension(self, dim_id):
+ return options_for.get(dim_id, [])
+
+ def set_dimension(self, tup):
+ self._selections[tup[0]] = tup[1]
+ return self._selections
+
+ return patch.object(ph, "ImfParamsBuilder", FakeBuilder)
+
+ def test_unknown_value_raises(self, builder):
+ """An invalid value raises ``ValueError``."""
+ ctx = self._patch_builder(
+ builder,
+ ["COUNTRY", "INDICATOR"],
+ {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ },
+ )
+ with ctx:
+ with pytest.raises(ValueError, match="Invalid value"):
+ builder.validate_dimension_constraints(
+ "FLOW", COUNTRY="USA", INDICATOR="ZZZ"
+ )
+
+ def test_comma_separated_values_parsed(self, builder):
+ """Comma-separated user values are split before validation."""
+ ctx = self._patch_builder(
+ builder,
+ ["INDICATOR"],
+ {
+ "INDICATOR": [
+ {"value": "GDP", "label": "G"},
+ {"value": "CPI", "label": "C"},
+ ]
+ },
+ )
+ with ctx:
+ builder.validate_dimension_constraints("FLOW", INDICATOR="GDP, CPI")
+
+ def test_plus_separated_values_parsed(self, builder):
+ """Plus-separated user values are split before validation."""
+ ctx = self._patch_builder(
+ builder,
+ ["INDICATOR"],
+ {
+ "INDICATOR": [
+ {"value": "GDP", "label": "G"},
+ {"value": "CPI", "label": "C"},
+ ]
+ },
+ )
+ with ctx:
+ builder.validate_dimension_constraints("FLOW", INDICATOR="GDP+CPI")
+
+ def test_list_value_validated(self, builder):
+ """List values are validated unchanged."""
+ ctx = self._patch_builder(
+ builder,
+ ["INDICATOR"],
+ {"INDICATOR": [{"value": "GDP", "label": "G"}]},
+ )
+ with ctx:
+ builder.validate_dimension_constraints("FLOW", INDICATOR=["GDP"])
+
+ def test_wildcard_skips_value_check(self, builder):
+ """A ``*`` value skips per-value validation."""
+ ctx = self._patch_builder(
+ builder,
+ ["INDICATOR"],
+ {"INDICATOR": [{"value": "GDP", "label": "G"}]},
+ )
+ with ctx:
+ builder.validate_dimension_constraints("FLOW", INDICATOR="*")
+
+ def test_oversized_value_skips_check(self, builder):
+ """Values whose joined length exceeds 2000 chars skip validation."""
+ ctx = self._patch_builder(
+ builder,
+ ["INDICATOR"],
+ {"INDICATOR": [{"value": "A", "label": "A"}]},
+ )
+ long_value = "+".join("V" * 200 for _ in range(40))
+ with ctx:
+ builder.validate_dimension_constraints("FLOW", INDICATOR=long_value)
+
+ def test_empty_user_value_skipped(self, builder):
+ """Empty / falsy dimension values are silently skipped."""
+ ctx = self._patch_builder(
+ builder,
+ ["INDICATOR"],
+ {"INDICATOR": [{"value": "GDP", "label": "G"}]},
+ )
+ with ctx:
+ builder.validate_dimension_constraints("FLOW", INDICATOR="")
+ builder.validate_dimension_constraints("FLOW", INDICATOR=None)
+
+ def test_keyerror_emits_openbb_warning(self, builder):
+ """A ``KeyError`` while validating emits an ``OpenBBWarning``."""
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+ from openbb_imf.utils import progressive_helper as ph
+
+ class Boom:
+ def __init__(self, dataflow_id): # noqa: ARG002
+ raise KeyError("nope")
+
+ with patch.object(ph, "ImfParamsBuilder", Boom):
+ with pytest.warns(OpenBBWarning, match="Could not validate"):
+ builder.validate_dimension_constraints("FLOW", COUNTRY="USA")
+
+ def test_time_period_outside_range_raises(self, builder):
+ """A start_date past the available range raises ``ValueError``."""
+ last_resp = {
+ "full_response": {
+ "data": {
+ "contentConstraints": [
+ {
+ "annotations": [
+ {"id": "time_period_start", "title": "2010-01"},
+ {"id": "time_period_end", "title": "2020-12"},
+ ]
+ }
+ ]
+ }
+ }
+ }
+ ctx = self._patch_builder(
+ builder,
+ ["COUNTRY"],
+ {"COUNTRY": [{"value": "USA", "label": "USA"}]},
+ last_resp=last_resp,
+ )
+ with ctx:
+ with pytest.raises(ValueError, match="after the latest available"):
+ builder.validate_dimension_constraints(
+ "FLOW", COUNTRY="USA", start_date="2025-01"
+ )
+ with pytest.raises(ValueError, match="before the earliest available"):
+ builder.validate_dimension_constraints(
+ "FLOW", COUNTRY="USA", end_date="2000-01"
+ )
+
+ def test_time_period_from_data_constraints(self, builder):
+ """The data-constraints branch is honoured when content-constraints empty."""
+ last_resp = {
+ "full_response": {
+ "data": {
+ "dataConstraints": [
+ {
+ "annotations": [
+ {"id": "time_period_start", "title": "2010-01"},
+ {"id": "time_period_end", "title": "2020-12"},
+ ]
+ }
+ ]
+ }
+ }
+ }
+ ctx = self._patch_builder(
+ builder,
+ ["COUNTRY"],
+ {"COUNTRY": [{"value": "USA", "label": "USA"}]},
+ last_resp=last_resp,
+ )
+ with ctx:
+ with pytest.raises(ValueError, match="after the latest available"):
+ builder.validate_dimension_constraints(
+ "FLOW", COUNTRY="USA", start_date="2025-01"
+ )
+
+
+class TestExtractDatasetAttributes:
+ """Tests for ``_extract_dataset_attributes_from_cache``."""
+
+ def test_attributes_propagated(self, builder, monkeypatch):
+ """Optional attributes present on the dataflow flow into the result."""
+ monkeypatch.setitem(builder.metadata.dataflows["FLOW"], "publisher", "IMF")
+ monkeypatch.setitem(builder.metadata.dataflows["FLOW"], "license", "CC")
+ attrs = builder._extract_dataset_attributes_from_cache("FLOW")
+ assert attrs["publisher"] == "IMF"
+ assert attrs["license"] == "CC"
+ assert attrs["dataflow_id"] == "FLOW"
+ assert attrs["dataflow_name"] == "Flow"
+ assert attrs["dataflow_description"] == "desc"
+
+
+class TestExtractAttributeValue:
+ """Tests for ``_extract_attribute_value``."""
+
+ def test_int_lookup_dict(self, builder):
+ """An ``int`` value indexes into ``values`` and returns the ``en`` key."""
+ attr_def = {"values": [{"en": "Yes", "id": "Y"}]}
+ assert builder._extract_attribute_value(0, attr_def) == "Yes"
+
+ def test_int_lookup_no_en(self, builder):
+ """Fallback to ``name``, then ``id`` when ``en`` is missing."""
+ attr_def = {"values": [{"id": "Y"}]}
+ assert builder._extract_attribute_value(0, attr_def) == "Y"
+
+ def test_int_lookup_scalar(self, builder):
+ """An ``int`` indexing into a non-dict scalar returns the scalar."""
+ attr_def = {"values": ["plain"]}
+ assert builder._extract_attribute_value(0, attr_def) == "plain"
+
+ def test_list_int(self, builder):
+ """A list of ints uses the first entry as an index."""
+ attr_def = {"values": [{"en": "Yes"}]}
+ assert builder._extract_attribute_value([0], attr_def) == "Yes"
+
+ def test_list_int_scalar(self, builder):
+ """A list of ints pointing at a scalar returns it."""
+ attr_def = {"values": ["plain"]}
+ assert builder._extract_attribute_value([0], attr_def) == "plain"
+
+ def test_list_dict_first(self, builder):
+ """A list of dicts returns the first dict's localized value."""
+ assert builder._extract_attribute_value([{"en": "Apple"}], {}) == "Apple"
+
+ def test_list_other_first(self, builder):
+ """A list of scalars returns the first scalar."""
+ assert builder._extract_attribute_value(["x"], {}) == "x"
+
+ def test_dict_value(self, builder):
+ """A bare dict returns its localized value."""
+ assert builder._extract_attribute_value({"en": "EN", "name": "N"}, {}) == "EN"
+
+ def test_passthrough(self, builder):
+ """Other scalar values are returned unchanged."""
+ assert builder._extract_attribute_value("plain", {}) == "plain"
+
+
+class TestExtractDatasetAttributesFull:
+ """Tests for ``_extract_dataset_attributes`` (live structure path)."""
+
+ def test_full_structure_with_topics(self, builder):
+ """Structure attributes (TOPIC_DATASET/UPDATE_DATE/etc.) flow through."""
+ builder.metadata._codelist_cache["CL_TOPIC"] = {"T1": "Trade", "T2": "Money"}
+ structure = {
+ "attributes": {
+ "dataSet": [
+ {"id": "TOPIC_DATASET", "values": [{"ids": ["T1", "T2"]}]},
+ {"id": "KEYWORDS_DATASET", "values": [{"en": "kw"}]},
+ {"id": "UPDATE_DATE"},
+ {"id": "PUBLICATION_DATE"},
+ {"id": "PUBLISHER", "values": [{"en": "IMF"}]},
+ {"id": "UNRELATED"},
+ ]
+ }
+ }
+ json_data = {
+ "dataSets": [
+ {
+ "attributes": [
+ 0,
+ 0,
+ "2024-05-01.123456789",
+ "2023-01-01",
+ 0,
+ "ignore",
+ ]
+ }
+ ]
+ }
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["topics"] == ["Trade", "Money"]
+ assert attrs["keywords"] == "kw"
+ assert "last_updated" in attrs
+ assert attrs["publication_date"] == "2023-01-01"
+ assert attrs["publisher"] == "IMF"
+
+ def test_topic_dataset_via_int_id(self, builder):
+ """A TOPIC_DATASET that points at an ``id`` dict still resolves."""
+ builder.metadata._codelist_cache["CL_TOPIC"] = {"T1": "Trade"}
+ structure = {
+ "attributes": {
+ "dataSet": [
+ {"id": "TOPIC_DATASET", "values": [{"id": "T1"}]},
+ ]
+ }
+ }
+ json_data = {"dataSets": [{"attributes": [0]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["topics"] == ["Trade"]
+
+ def test_topic_dataset_via_list_of_ints(self, builder):
+ """A TOPIC_DATASET that's a list of ints resolves via index lookup."""
+ builder.metadata._codelist_cache["CL_TOPIC"] = {"T1": "Trade"}
+ structure = {
+ "attributes": {
+ "dataSet": [
+ {"id": "TOPIC_DATASET", "values": [{"id": "T1"}]},
+ ]
+ }
+ }
+ json_data = {"dataSets": [{"attributes": [[0]]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["topics"] == ["Trade"]
+
+ def test_topic_dataset_string_list_passes_through(self, builder):
+ """A TOPIC_DATASET that arrives as a list of strings is kept as-is."""
+ builder.metadata._codelist_cache.pop("CL_TOPIC", None)
+ structure = {"attributes": {"dataSet": [{"id": "TOPIC_DATASET"}]}}
+ json_data = {"dataSets": [{"attributes": [["XYZ"]]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["topics"] == ["XYZ"]
+
+ def test_no_dataset_attributes_returns_top_level(self, builder):
+ """When ``dataSets`` is empty the function returns just the dataflow-level dict."""
+ structure = {"attributes": {"dataSet": [{"id": "PUBLISHER"}]}}
+ json_data = {"dataSets": []}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["dataflow_id"] == "FLOW"
+ assert "publisher" not in attrs
+
+ def test_update_date_with_decimal_pads_fractional(self, builder):
+ """An UPDATE_DATE with a short fractional second is padded out."""
+ structure = {
+ "attributes": {
+ "dataSet": [
+ {"id": "UPDATE_DATE"},
+ ]
+ }
+ }
+ json_data = {"dataSets": [{"attributes": ["2024-01-01T00:00:00.12"]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert "last_updated" in attrs
+
+ def test_unrelated_attr_id_skipped(self, builder):
+ """An attr_id not in the recognised list is ignored without raising."""
+ structure = {
+ "attributes": {
+ "dataSet": [{"id": "OTHER"}],
+ }
+ }
+ json_data = {"dataSets": [{"attributes": [1]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert "other" not in attrs
+
+ def test_dataflow_obj_keys_propagated(self, builder, monkeypatch):
+ """Top-level dataflow-object keys flow into the result."""
+ monkeypatch.setitem(builder.metadata.dataflows["FLOW"], "publisher", "IMF")
+ attrs = builder._extract_dataset_attributes({}, {"dataSets": []}, "FLOW")
+ assert attrs["publisher"] == "IMF"
+
+ def test_topic_dataset_int_via_scalar_value(self, builder):
+ """A TOPIC_DATASET int that maps to a non-dict value in ``values`` is appended."""
+ builder.metadata._codelist_cache["CL_TOPIC"] = {"T": "Trade"}
+ structure = {
+ "attributes": {
+ "dataSet": [
+ {"id": "TOPIC_DATASET", "values": ["T"]},
+ ]
+ }
+ }
+ json_data = {"dataSets": [{"attributes": [0]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["topics"] == ["Trade"]
+
+ def test_topic_dataset_list_with_scalar_value(self, builder):
+ """A list[int] pointing at a scalar in ``values`` collects the scalar."""
+ builder.metadata._codelist_cache["CL_TOPIC"] = {"T": "Trade"}
+ structure = {
+ "attributes": {
+ "dataSet": [
+ {"id": "TOPIC_DATASET", "values": ["T"]},
+ ]
+ }
+ }
+ json_data = {"dataSets": [{"attributes": [[0]]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["topics"] == ["Trade"]
+
+ def test_topic_dataset_no_codelist_returns_raw(self, builder):
+ """Without ``CL_TOPIC`` cached, the raw topic codes are returned."""
+ builder.metadata._codelist_cache.pop("CL_TOPIC", None)
+ structure = {
+ "attributes": {
+ "dataSet": [
+ {"id": "TOPIC_DATASET", "values": [{"id": "T"}]},
+ ]
+ }
+ }
+ json_data = {"dataSets": [{"attributes": [0]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["topics"] == ["T"]
+
+ def test_topic_dataset_list_with_ids_dict(self, builder):
+ """A list of ints can resolve to ``ids`` dict in ``values``."""
+ builder.metadata._codelist_cache["CL_TOPIC"] = {"T1": "Trade"}
+ structure = {
+ "attributes": {
+ "dataSet": [
+ {"id": "TOPIC_DATASET", "values": [{"ids": ["T1"]}]},
+ ]
+ }
+ }
+ json_data = {"dataSets": [{"attributes": [[0]]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs["topics"] == ["Trade"]
+
+ def test_update_date_no_fractional_passes_through(self, builder):
+ """UPDATE_DATE without a fractional component is recorded as-is."""
+ structure = {"attributes": {"dataSet": [{"id": "UPDATE_DATE"}]}}
+ json_data = {"dataSets": [{"attributes": ["2024-01-01"]}]}
+ attrs = builder._extract_dataset_attributes(structure, json_data, "FLOW")
+ assert attrs.get("last_updated") == "2024-01-01"
+
+
+class TestExtractIndicatorMetadata:
+ """Tests for ``_extract_indicator_metadata``."""
+
+ def test_indicator_metadata_full_payload(self, builder):
+ """A full payload populates trade_flow / valuation / unit / topic / key_indicator."""
+ builder.metadata._codelist_cache.update(
+ {
+ "CL_TRADE_FLOW": {"M": "Imports"},
+ "CL_VALUATION": {"FOB": "Free on Board"},
+ "CL_UNIT": {"USD": "US dollar"},
+ "CL_TOPIC": {"T1": "Trade"},
+ }
+ )
+ structure = {
+ "dimensions": {
+ "series": [
+ {"id": "INDICATOR", "values": [{"id": "GDP"}]},
+ ]
+ },
+ "attributes": {
+ "dimensionGroup": [
+ {"id": "SERIES_NAME"},
+ {"id": "TRADE_FLOW", "values": [{"id": "M"}]},
+ {"id": "VALUATION", "values": [{"id": "FOB"}]},
+ {"id": "UNIT", "values": [{"id": "USD"}]},
+ {"id": "TOPIC", "values": [{"id": "T1"}]},
+ {"id": "KEY_INDICATOR"},
+ ]
+ },
+ }
+ dim_group_attrs = {
+ ":0:": [["GDP series"], 0, 0, 0, 0, ["true"]],
+ }
+ meta = builder._extract_indicator_metadata(dim_group_attrs, structure)
+ entry = meta["GDP"]
+ assert entry["series_name"] == "GDP series"
+ assert entry["trade_flow"] == "Imports"
+ assert entry["valuation"] == "Free on Board"
+ assert entry["unit"] == "US dollar"
+ assert entry["topic"] == ["Trade"]
+ assert entry["key_indicator"] is True
+
+ def test_unit_special_aggregate(self, builder):
+ """Special aggregate unit codes (``ALL``, ``W0``...) are passed through."""
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {
+ "dimensionGroup": [
+ {"id": "UNIT", "values": [{"id": "ALL"}]},
+ ]
+ },
+ }
+ dim_group_attrs = {":0:": [0]}
+ meta = builder._extract_indicator_metadata(dim_group_attrs, structure)
+ assert meta["GDP"]["unit"] == "ALL"
+
+ def test_unit_without_codelist(self, builder):
+ """Without ``CL_UNIT`` cached, the raw code is used."""
+ builder.metadata._codelist_cache.pop("CL_UNIT", None)
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {
+ "dimensionGroup": [
+ {"id": "UNIT", "values": [{"id": "XYZ"}]},
+ ]
+ },
+ }
+ dim_group_attrs = {":0:": [0]}
+ meta = builder._extract_indicator_metadata(dim_group_attrs, structure)
+ assert meta["GDP"]["unit"] == "XYZ"
+
+ def test_no_indicator_dim_returns_empty(self, builder):
+ """If no indicator dimension exists in the structure, return ``{}``."""
+ structure = {
+ "dimensions": {"series": [{"id": "COUNTRY"}]},
+ "attributes": {"dimensionGroup": []},
+ }
+ assert builder._extract_indicator_metadata({}, structure) == {}
+
+ def test_indicator_idx_non_integer_skipped(self, builder):
+ """A non-integer key part is skipped without raising."""
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {"dimensionGroup": []},
+ }
+ assert builder._extract_indicator_metadata({":not_int:": []}, structure) == {}
+
+ def test_indicator_idx_out_of_range_skipped(self, builder):
+ """A position past the dimension values is skipped silently."""
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {"dimensionGroup": []},
+ }
+ assert builder._extract_indicator_metadata({":99:": []}, structure) == {}
+
+ def test_topic_via_ids_list(self, builder):
+ """A TOPIC dim_group value with ``ids`` collects each topic code."""
+ builder.metadata._codelist_cache.update({"CL_TOPIC": {"T1": "Trade"}})
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {
+ "dimensionGroup": [
+ {"id": "TOPIC", "values": [{"ids": ["T1"]}]},
+ ]
+ },
+ }
+ meta = builder._extract_indicator_metadata({":0:": [0]}, structure)
+ assert meta["GDP"]["topic"] == ["Trade"]
+
+ def test_trade_flow_without_codelist(self, builder):
+ """A ``TRADE_FLOW`` value without ``CL_TRADE_FLOW`` cached falls back to the code."""
+ builder.metadata._codelist_cache.pop("CL_TRADE_FLOW", None)
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {
+ "dimensionGroup": [
+ {"id": "TRADE_FLOW", "values": [{"id": "M"}]},
+ ]
+ },
+ }
+ meta = builder._extract_indicator_metadata({":0:": [0]}, structure)
+ assert meta["GDP"]["trade_flow"] == "M"
+
+ def test_valuation_without_codelist(self, builder):
+ """A ``VALUATION`` value without ``CL_VALUATION`` cached falls back to the code."""
+ builder.metadata._codelist_cache.pop("CL_VALUATION", None)
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {
+ "dimensionGroup": [
+ {"id": "VALUATION", "values": [{"id": "FOB"}]},
+ ]
+ },
+ }
+ meta = builder._extract_indicator_metadata({":0:": [0]}, structure)
+ assert meta["GDP"]["valuation"] == "FOB"
+
+ def test_topic_without_codelist_returns_raw_codes(self, builder):
+ """Without ``CL_TOPIC`` cached, topic codes are returned verbatim."""
+ builder.metadata._codelist_cache.pop("CL_TOPIC", None)
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {
+ "dimensionGroup": [
+ {"id": "TOPIC", "values": [{"id": "T1"}]},
+ ]
+ },
+ }
+ meta = builder._extract_indicator_metadata({":0:": [0]}, structure)
+ assert meta["GDP"]["topic"] == ["T1"]
+
+ def test_empty_key_skipped(self, builder):
+ """A blank ``group_key`` is skipped via the ``not indicator_idx_str`` guard."""
+ structure = {
+ "dimensions": {"series": [{"id": "INDICATOR", "values": [{"id": "GDP"}]}]},
+ "attributes": {"dimensionGroup": []},
+ }
+ assert builder._extract_indicator_metadata({"::": []}, structure) == {}
+
+ def test_short_group_key_skipped(self, builder):
+ """A group_key shorter than the indicator-dim position is skipped."""
+ structure = {
+ "dimensions": {
+ "series": [
+ {"id": "COUNTRY"},
+ {"id": "INDICATOR", "values": [{"id": "GDP"}]},
+ ]
+ },
+ "attributes": {"dimensionGroup": []},
+ }
+ # group_key has 1 part, indicator at position 1 -> skipped
+ assert builder._extract_indicator_metadata({":0:": []}, structure) == {}
+
+ def test_empty_indicator_idx_string_skipped(self, builder):
+ """An empty string at the indicator-dim position is skipped."""
+ structure = {
+ "dimensions": {
+ "series": [
+ {"id": "COUNTRY"},
+ {"id": "INDICATOR", "values": [{"id": "GDP"}]},
+ ]
+ },
+ "attributes": {"dimensionGroup": []},
+ }
+ # ":0::X".strip(":") -> "0::X", parts=["0", "", "X"]; position 1 -> "" -> skipped
+ assert builder._extract_indicator_metadata({":0::X": []}, structure) == {}
+
+
+class TestParseAttributes:
+ """Tests for ``_parse_attributes`` helper."""
+
+ def test_passthrough_string(self, builder):
+ """Plain string values are returned as-is."""
+ result = builder._parse_attributes(["X"], [{"id": "A"}])
+ assert result == {"A": "X"}
+
+ def test_int_index_lookup(self, builder):
+ """An integer value is treated as an index into ``values``."""
+ result = builder._parse_attributes(
+ [1], [{"id": "A", "values": [{"id": "X"}, {"id": "Y"}]}]
+ )
+ assert result == {"A": "Y"}
+
+ def test_none_skipped(self, builder):
+ """``None`` values are skipped without raising."""
+ result = builder._parse_attributes([None, "Z"], [{"id": "A"}, {"id": "B"}])
+ assert result == {"B": "Z"}
+
+ def test_extra_value_dropped(self, builder):
+ """Extra values past the definition list are silently dropped."""
+ result = builder._parse_attributes(["X", "Y"], [{"id": "A"}])
+ assert result == {"A": "X"}
+
+
+class TestBuildTranslationMaps:
+ """Tests for ``_build_translation_maps``."""
+
+ def test_from_dataflow_parameters(self, builder, monkeypatch):
+ """Translation maps prefer ``get_dataflow_parameters`` output."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {"COUNTRY": [{"value": "USA", "label": "United States"}]},
+ )
+ maps = builder._build_translation_maps({}, "FLOW")
+ assert maps["COUNTRY"] == {"USA": "United States"}
+
+ def test_falls_back_to_structure_values(self, builder, monkeypatch):
+ """When ``get_dataflow_parameters`` blows up, the structure path is used."""
+
+ def boom(_df):
+ raise RuntimeError("nope")
+
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", boom)
+ structure = {
+ "dimensions": {
+ "series": [
+ {
+ "id": "COUNTRY",
+ "values": [
+ {"id": "US", "name": "United States"},
+ {"id": "ZZ", "name": "ZZ"}, # name == code -> skipped
+ ],
+ }
+ ],
+ "observation": [],
+ }
+ }
+ maps = builder._build_translation_maps(structure, "FLOW")
+ assert maps["COUNTRY"]["US"] == "United States"
+ assert "ZZ" not in maps.get("COUNTRY", {})
+
+ def test_dim_without_id_skipped(self, builder, monkeypatch):
+ """Series dims missing ``id`` are skipped."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ structure = {"dimensions": {"series": [{"values": [{"id": "X", "name": "Y"}]}]}}
+ maps = builder._build_translation_maps(structure, "FLOW")
+ assert maps == {}
+
+ def test_empty_values_skipped(self, builder, monkeypatch):
+ """Dims with empty ``values`` are skipped."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ structure = {"dimensions": {"series": [{"id": "COUNTRY", "values": []}]}}
+ maps = builder._build_translation_maps(structure, "FLOW")
+ assert maps == {}
+
+
+class TestFetchDataXml:
+ """Tests for the XML parsing branch of ``fetch_data``."""
+
+ XML_TEMPLATE = dedent(
+ """
+
+
+
+
+
+
+
+
+
+
+
+ """
+ )
+
+ def _xml_response(self, text=None):
+ """Build a fake ``requests.Response`` carrying ``text``."""
+ mock_response = MagicMock()
+ mock_response.text = text if text is not None else self.XML_TEMPLATE
+ mock_response.raise_for_status.return_value = None
+ return mock_response
+
+ def test_request_exception_raises_openbb_error(self, builder):
+ """A networking ``RequestException`` is wrapped in ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+ from requests.exceptions import RequestException
+
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ side_effect=RequestException("network down"),
+ ):
+ with pytest.raises(OpenBBError, match="An error occurred"):
+ builder.fetch_data(
+ "FLOW", COUNTRY="USA", INDICATOR="GDP", _skip_validation=True
+ )
+
+ def test_fetch_data_tolerates_missing_indicator_dim(self, builder, monkeypatch):
+ """``KeyError`` from ``get_indicators_in`` collapses to an empty map."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {},
+ )
+
+ def _raise(_df):
+ """Mimic the production failure for the ``FFS`` dataflow."""
+ raise KeyError(
+ "Could not find an indicator-like dimension for dataflow 'FLOW'."
+ )
+
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", _raise)
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=self._xml_response(),
+ ):
+ result = builder.fetch_data(
+ "FLOW", COUNTRY="USA", INDICATOR="GDP", _skip_validation=True
+ )
+ assert "data" in result and "metadata" in result
+
+ def test_invalid_xml_raises_openbb_error(self, builder):
+ """Garbage XML surfaces as ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=self._xml_response(text="'
+ )
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=self._xml_response(text=no_dataset),
+ ):
+ with pytest.raises(OpenBBError, match="No data found"):
+ builder.fetch_data(
+ "FLOW", COUNTRY="USA", INDICATOR="GDP", _skip_validation=True
+ )
+
+ def test_full_xml_extraction(self, builder, monkeypatch):
+ """A full XML payload yields rows with translated SCALE / UNIT / unit_multiplier."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {
+ "COUNTRY": [{"value": "USA", "label": "United States"}],
+ "INDICATOR": [
+ {"value": "GDP", "label": "Gross Domestic Product"},
+ {"value": "CPI", "label": "Consumer Price Index"},
+ ],
+ },
+ )
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_indicators_in",
+ lambda _df: [
+ {"indicator": "GDP", "description": "Gross Domestic Product"},
+ {"indicator": "CPI", "description": "Consumer Price Index"},
+ ],
+ )
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=self._xml_response(),
+ ):
+ result = builder.fetch_data(
+ "FLOW", COUNTRY="USA", INDICATOR="GDP+CPI", _skip_validation=True
+ )
+
+ assert "data" in result and "metadata" in result
+ codes = {row["INDICATOR_code"] for row in result["data"]}
+ assert codes == {"GDP", "CPI"}
+ gdp_rows = [row for row in result["data"] if row["INDICATOR_code"] == "GDP"]
+ assert gdp_rows[0]["unit_multiplier"] == 10**6
+ assert gdp_rows[0]["scale"] == "Millions"
+ assert gdp_rows[0]["unit"] == "US dollar"
+ cpi_row = next(row for row in result["data"] if row["INDICATOR_code"] == "CPI")
+ assert cpi_row["scale"] == "bad"
+
+ def test_empty_data_rows_raises(self, builder, monkeypatch):
+ """A DataSet without any observations raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {},
+ )
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ empty_xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=self._xml_response(text=empty_xml),
+ ):
+ with pytest.raises(OpenBBError, match="No data rows found"):
+ builder.fetch_data(
+ "FLOW", COUNTRY="USA", INDICATOR="GDP", _skip_validation=True
+ )
+
+
+class TestFetchDataSeriesMeta:
+ """Tests for the series-meta enrichment inside ``fetch_data``."""
+
+ def _xml_with_counterpart(self):
+ """Series-level XML carrying COUNTERPART_COUNTRY + DERIVATION_TYPE."""
+ return dedent(
+ """
+
+
+
+ USD
+ 6
+
+
+
+
+
+
+
+
+
+ """
+ )
+
+ def test_counterpart_country_and_group_attrs(self, builder, monkeypatch):
+ """Group-level attributes flow into series meta; counterpart added to titles."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {"COUNTRY": [{"value": "USA", "label": "United States"}]},
+ )
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ mock_response = MagicMock()
+ mock_response.text = self._xml_with_counterpart()
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ rows = result["data"]
+ assert rows[0]["counterpart_country_code"] == "GBR"
+ assert rows[0]["CUSTOM"] == "MyDim"
+ assert "IFS_FLAG" not in rows[0]
+ gdp_meta = next(iter(result["metadata"].values()))
+ assert gdp_meta["derivation_type"] in {"MoM; YoY", "YoY; MoM"}
+
+ def test_type_of_transformation_unit_branches(self, builder, monkeypatch):
+ """``TYPE_OF_TRANSFORMATION`` infers unit / scale through various heuristics."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ units = {row["INDICATOR_code"]: row.get("unit") for row in result["data"]}
+ scales = {row["INDICATOR_code"]: row.get("scale") for row in result["data"]}
+ assert units["A"] == "Index"
+ assert units["B"] == "Percent change"
+ assert scales["B"] == "Year-over-year"
+ assert scales["C"] == "Period-over-period"
+ assert units["D"] == "Index"
+ assert units["E"] == "Something else, foo"
+ assert units["F"] == "Plain"
+
+ def test_indicator_code_suffix_used_for_unit(self, builder, monkeypatch):
+ """A trailing ``_USD`` style suffix resolves through ``CL_UNIT``."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["unit"] == "US dollar"
+
+ def test_obs_level_unit_and_scale(self, builder, monkeypatch):
+ """Per-observation ``UNIT``/``SCALE`` attributes flow into the row."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ first, second = result["data"]
+ assert first["unit"] == "Euro"
+ assert first["scale"] == "Thousands"
+ assert first["unit_multiplier"] == 1000
+ assert second["scale"] == "bad"
+
+ def test_obs_value_via_child_element(self, builder, monkeypatch):
+ """Observation values can be carried in an ``ObsValue`` child element."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["OBS_VALUE"] == 42
+
+ def test_derivation_type_translated_via_codelist(self, builder, monkeypatch):
+ """``DERIVATION_TYPE`` values translate through ``CL_DERIVATION_TYPE`` codelist."""
+ builder.metadata._codelist_cache["CL_DERIVATION_TYPE"] = {
+ "YoY": "Year over year"
+ }
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ meta = next(iter(result["metadata"].values()))
+ if isinstance(meta, dict):
+ assert meta.get("derivation_type") == "Year over year"
+
+ def test_dataset_attrs_propagated(self, builder, monkeypatch):
+ """Dataflow-level ``publisher`` shows up under ``metadata.dataset``."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {},
+ )
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ monkeypatch.setitem(builder.metadata.dataflows["FLOW"], "publisher", "IMF")
+ mock_response = MagicMock()
+ mock_response.text = TestFetchDataXml.XML_TEMPLATE
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data(
+ "FLOW", COUNTRY="USA", INDICATOR="GDP+CPI", _skip_validation=True
+ )
+ assert result["metadata"]["dataset"]["publisher"] == "IMF"
+
+ def test_validates_when_skip_validation_false(self, builder, monkeypatch):
+ """The validate path is hit when ``_skip_validation`` is False."""
+ called: list = []
+
+ def fake_validate(*args, **kwargs): # noqa: ARG001
+ called.append(True)
+ raise ValueError("invalid")
+
+ monkeypatch.setattr(builder, "validate_dimension_constraints", fake_validate)
+ with pytest.raises(ValueError, match="invalid"):
+ builder.fetch_data("FLOW", COUNTRY="USA")
+ assert called
+
+ def test_group_with_type_only_attribute_skipped(self, builder, monkeypatch):
+ """A Group whose only attribute is ``type=โฆGROUPโฆ`` is skipped."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert len(result["data"]) == 1
+
+ def test_attr_codelist_map_populated(self, builder, monkeypatch):
+ """When attributes carry a codelist reference, their cache entries are used."""
+ builder.metadata.datastructures["DSD_FLOW"]["attributes"] = [
+ {
+ "id": "UNIT",
+ "localRepresentation": {
+ "enumeration": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=IMF.STA:CL_UNIT(1.0)"
+ },
+ }
+ ]
+ monkeypatch.setattr(
+ builder.metadata,
+ "_resolve_codelist_id",
+ lambda *_args, **_kwargs: "CL_UNIT",
+ )
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["unit"] == "US dollar"
+
+ def test_group_attribute_seeds_unit_and_scale(self, builder, monkeypatch):
+ """A Group's UNIT/SCALE attribute fills series metadata when absent on series."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ builder.metadata._codelist_cache.pop("CL_UNIT", None)
+ builder.metadata._codelist_cache.pop("CL_UNIT_MULT", None)
+ xml = dedent(
+ """
+
+
+
+ USD
+ 6
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ row = result["data"][0]
+ assert row["unit"] == "USD"
+ assert row["scale"] == "10^6"
+ assert row["EXTRA"] == "Yes"
+
+ def test_dim_translation_for_non_indicator_non_country(self, builder, monkeypatch):
+ """Translation maps apply to non-indicator/non-country dims too."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {"CUSTOM": [{"value": "X", "label": "Xtra"}]},
+ )
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["CUSTOM"] == "Xtra"
+ assert result["data"][0]["CUSTOM_code"] == "X"
+
+ def test_label_source_unit_extraction(self, builder, monkeypatch):
+ """Unit / scale can be extracted from PRODUCTION_INDEX label."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert "unit" in result["data"][0]
+
+ def test_oversized_indicator_value_falls_to_wildcard(self, builder, monkeypatch):
+ """A ``len > 1500`` indicator value collapses to ``*`` in the URL."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ captured = {}
+
+ def fake_make_request(url, headers=None): # noqa: ARG001
+ captured["url"] = url
+ mock_response = MagicMock()
+ mock_response.text = TestFetchDataXml.XML_TEMPLATE
+ mock_response.raise_for_status.return_value = None
+ return mock_response
+
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request", new=fake_make_request
+ ):
+ builder.fetch_data(
+ "FLOW",
+ COUNTRY="USA",
+ INDICATOR="A" * 1600,
+ _skip_validation=True,
+ )
+ assert "/USA.*.*" in captured["url"]
+
+ def test_series_scale_via_attr_codelist(self, builder, monkeypatch):
+ """A series-level SCALE attribute uses ``attr_codelist_map`` when populated."""
+ builder.metadata.datastructures["DSD_FLOW"]["attributes"] = [
+ {"id": "SCALE"},
+ ]
+ monkeypatch.setattr(
+ builder.metadata,
+ "_resolve_codelist_id",
+ lambda *_args, **_kwargs: "CL_UNIT_MULT",
+ )
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["scale"] == "Millions"
+
+ def test_series_scale_without_codelist(self, builder, monkeypatch):
+ """A series-level SCALE without any codelist cache uses the ``10^N`` fallback."""
+ builder.metadata._codelist_cache.pop("CL_UNIT_MULT", None)
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["scale"] == "10^6"
+
+ def test_obs_scale_without_codelist(self, builder, monkeypatch):
+ """Per-obs SCALE without any codelist cache uses ``10^N`` fallback."""
+ builder.metadata._codelist_cache.pop("CL_UNIT_MULT", None)
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["scale"] == "10^3"
+
+ def test_dim_with_empty_id_skipped(self, builder, monkeypatch):
+ """A dimension with an empty ``id`` is skipped during indicator-order build."""
+ builder.metadata.datastructures["DSD_FLOW"]["dimensions"].insert(
+ 0, {"id": "", "position": -1}
+ )
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert len(result["data"]) == 1
+
+ def test_indicator_label_yields_unit_and_scale(self, builder, monkeypatch):
+ """An INDICATOR label embedding ``X per Y`` extracts unit & scale."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {
+ "INDICATOR": [{"value": "GDP", "label": "GDP (US dollar per capita)"}]
+ },
+ )
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ row = result["data"][0]
+ assert row.get("unit") == "US dollar"
+ assert "Per Capita" in (row.get("scale") or "")
+
+ def test_label_sources_provide_unit_when_indicator_does_not(
+ self, builder, monkeypatch
+ ):
+ """A PRODUCTION_INDEX label is used to derive unit + scale."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {},
+ )
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ row = result["data"][0]
+ assert row.get("unit") == "US dollar"
+ assert row.get("scale") and "Per Capita" in row["scale"]
+
+ def test_group_namespaced_value_child(self, builder, monkeypatch):
+ """``ss:Value`` namespaced children inside Comp elements resolve correctly."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+ USD
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["unit"] == "US dollar"
+
+ def test_obs_value_via_value_child_text(self, builder, monkeypatch):
+ """An ```` child's text is picked up when no attribute is set."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+ 77
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["OBS_VALUE"] == 77
+
+ def test_counterpart_country_translation_used(self, builder, monkeypatch):
+ """COUNTERPART_COUNTRY translation flows from the translation map."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {
+ "COUNTERPART_COUNTRY": [{"value": "GBR", "label": "United Kingdom"}]
+ },
+ )
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["COUNTERPART_COUNTRY"] == "United Kingdom"
+
+ def test_group_attr_unit_scale_codelist_path(self, builder, monkeypatch):
+ """Group-level UNIT/SCALE attributes use ``attr_codelist_map`` when populated."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "_resolve_codelist_id",
+ lambda *_args, **_kwargs: (
+ "CL_UNIT" if _args[2] == "UNIT" else "CL_UNIT_MULT"
+ ),
+ )
+ builder.metadata.datastructures["DSD_FLOW"]["attributes"] = [
+ {"id": "UNIT"},
+ {"id": "SCALE"},
+ ]
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+ USD
+ 6
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ row = result["data"][0]
+ assert row["unit"] == "US dollar"
+ assert row["scale"] == "Millions"
+
+ def test_group_attr_scale_invalid_int(self, builder, monkeypatch):
+ """Non-integer group SCALE values fall through to the ``except`` branch."""
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+ not-an-int
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["scale"] == "not-an-int"
+
+ def test_group_attr_translated_dim(self, builder, monkeypatch):
+ """Group attributes with translation maps populate /_code."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {"CUSTOM": [{"value": "X", "label": "Xtra"}]},
+ )
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+ X
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ assert result["data"][0]["CUSTOM"] == "Xtra"
+
+ def test_obs_unit_scale_codelist_path(self, builder, monkeypatch):
+ """Obs-level UNIT/SCALE use the attribute-codelist map when populated."""
+ builder.metadata.datastructures["DSD_FLOW"]["attributes"] = [
+ {"id": "UNIT"},
+ {"id": "SCALE"},
+ ]
+ monkeypatch.setattr(
+ builder.metadata,
+ "_resolve_codelist_id",
+ lambda *_args, **_kwargs: (
+ "CL_UNIT" if _args[2] == "UNIT" else "CL_UNIT_MULT"
+ ),
+ )
+ monkeypatch.setattr(builder.metadata, "get_dataflow_parameters", lambda _df: {})
+ monkeypatch.setattr(builder.metadata, "get_indicators_in", lambda _df: [])
+ xml = dedent(
+ """
+
+
+
+
+
+
+
+ """
+ )
+ mock_response = MagicMock()
+ mock_response.text = xml
+ mock_response.raise_for_status.return_value = None
+ with patch(
+ "openbb_core.provider.utils.helpers.make_request",
+ return_value=mock_response,
+ ):
+ result = builder.fetch_data("FLOW", _skip_validation=True)
+ row = result["data"][0]
+ assert row["unit"] == "Euro"
+ assert row["scale"] == "Millions"
+
+
+class TestGetCachedTranslations:
+ """Tests for ``_get_cached_translations``."""
+
+ def test_translation_map_built(self, builder, monkeypatch):
+ """The translation map mirrors the dataflow parameters."""
+ monkeypatch.setattr(
+ builder.metadata,
+ "get_dataflow_parameters",
+ lambda _df: {"INDICATOR": [{"value": "GDP", "label": "G"}]},
+ )
+ result = builder._get_cached_translations("FLOW")
+ assert result == {"INDICATOR": {"GDP": "G"}}
diff --git a/openbb_platform/providers/imf/tests/test_table_builder.py b/openbb_platform/providers/imf/tests/test_table_builder.py
index 5f85f72f7d2..57b02fdc6c0 100644
--- a/openbb_platform/providers/imf/tests/test_table_builder.py
+++ b/openbb_platform/providers/imf/tests/test_table_builder.py
@@ -1,7 +1,6 @@
"""Tests for IMF Table Builder."""
# ruff: noqa: I001
-# pylint: disable=W0621,W0613,W0212,R0903,C0302,C0415
from unittest.mock import MagicMock, patch
@@ -70,13 +69,8 @@ class TestTableIdParsing:
builder = ImfTableBuilder()
- # Test that table_id parsing handles dataflow::table_id format
- # The format "BOP::H_BOP_STANDARD" should be parsed correctly
- # This is a smoke test to ensure the builder can be called with this format
- # Actual parsing is validated via integration tests
assert builder.query_builder is not None
- # Test signature accepts table_id with special characters
import inspect
sig = inspect.signature(builder.get_table)
@@ -88,7 +82,6 @@ class TestHierarchyDetection:
def test_table_id_starts_with_h(self):
"""Test that H_ prefix identifies table IDs."""
- # Table IDs start with H_
table_ids = [
"H_BOP_BOP_AGG_STANDARD_PRESENTATION",
"H_IRFCL_TOTAL_RESERVES",
@@ -115,7 +108,6 @@ class TestTableDataStructure:
def test_table_data_contains_hierarchy_fields(self):
"""Test that table data includes hierarchy metadata."""
- # Expected fields in table data
expected_fields = [
"order",
"level",
@@ -126,7 +118,6 @@ class TestTableDataStructure:
"OBS_VALUE",
]
- # Create sample table data
sample_row = {
"order": 1,
"level": 0,
@@ -183,15 +174,15 @@ class TestTableBuilderWithMockedMetadata:
return dim
return None
- with patch(
- "openbb_imf.utils.query_builder.ImfQueryBuilder"
- ) as MockQueryBuilder, patch(
- "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
- FakeImfParamsBuilder,
+ with (
+ patch("openbb_imf.utils.query_builder.ImfQueryBuilder") as MockQueryBuilder,
+ patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ FakeImfParamsBuilder,
+ ),
):
mock_qb = MockQueryBuilder.return_value
- # Mock metadata
mock_qb.metadata = MagicMock()
mock_qb.metadata.get_table_in.return_value = {
"id": "H_BOP_STANDARD",
@@ -218,10 +209,8 @@ class TestTableBuilderWithMockedMetadata:
],
}
- # Mock validation
mock_qb.validate_dimension_constraints = MagicMock()
- # Mock dataflows
mock_qb.dataflows = {
"BOP": {
"id": "BOP",
@@ -240,15 +229,12 @@ class TestTableBuilderWithMockedMetadata:
builder = ImfTableBuilder()
- # Verify get_table method exists and has expected parameters
assert hasattr(builder, "get_table")
sig = inspect.signature(builder.get_table)
- # Check required parameters exist
params = sig.parameters
assert "dataflow" in params or "table_id" in params
- # Verify the builder is properly initialized
assert builder.query_builder is not None
assert builder.metadata is not None
@@ -256,9 +242,6 @@ class TestTableBuilderWithMockedMetadata:
"""Test that hierarchy codes are mapped to dimensions."""
from openbb_imf.utils.table_builder import ImfTableBuilder
- # We need to mock `fetch_data` to return something that `get_table` can process
- # `get_table` calls `fetch_data` on query_builder.
-
mock_qb = mock_dependencies.return_value
mock_qb.fetch_data.return_value = {
"data": [
@@ -280,7 +263,6 @@ class TestTableBuilderWithMockedMetadata:
"metadata": {},
}
- # Mock table structure
mock_qb.metadata.get_dataflow_table_structure.return_value = {
"hierarchy_id": "H_BOP_STANDARD",
"hierarchy_name": "Balance of Payments Standard",
@@ -319,7 +301,6 @@ class TestTableBuilderWithMockedMetadata:
builder = ImfTableBuilder()
- # Call get_table
result = builder.get_table("BOP", "H_BOP_STANDARD", COUNTRY="US")
rows_by_series = {row["series_id"]: row for row in result["data"]}
@@ -331,11 +312,12 @@ class TestTableBuilderWithMockedMetadata:
def test_indicator_list_truncation_and_post_filtering(self, mock_dependencies):
"""Test that long indicator lists are truncated and post-filtered."""
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+
from openbb_imf.utils.table_builder import ImfTableBuilder
mock_qb = mock_dependencies.return_value
- # Create a large hierarchy
indicators = []
for i in range(100):
indicators.append(
@@ -365,19 +347,16 @@ class TestTableBuilderWithMockedMetadata:
"indicators": indicators,
}
- # Empty data is acceptable; this test focuses on request parameters
mock_qb.fetch_data.return_value = {"data": [], "metadata": {}}
builder = ImfTableBuilder()
- builder.get_table("BOP", "H_LARGE", COUNTRY="US")
+ with pytest.warns(OpenBBWarning, match="Progressive constraint filtering"):
+ builder.get_table("BOP", "H_LARGE", COUNTRY="US")
- # Check that fetch_data was called with wildcard or truncated list
call_args = mock_qb.fetch_data.call_args
assert call_args is not None
kwargs = call_args[1]
- # We can check that the indicator parameter is bounded to a reasonable length
- # (table builder uses a 1500-character safeguard in fallback path).
if "INDICATOR" in kwargs:
assert len(kwargs["INDICATOR"]) < 1500
@@ -412,7 +391,6 @@ class TestTableBuilderWithMockedMetadata:
],
}
- # Mock fetch_data returning suffixed version (e.g. IND_XDC)
mock_qb.fetch_data.return_value = {
"data": [
{
@@ -426,9 +404,6 @@ class TestTableBuilderWithMockedMetadata:
"metadata": {},
}
- # We need to ensure the builder can map IND_XDC back to IND hierarchy entry
- # This usually happens if the builder is smart enough to match prefix.
-
builder = ImfTableBuilder()
result = builder.get_table("BOP", "H_SUFFIX", COUNTRY="US")
row = result["data"][0]
@@ -494,11 +469,7 @@ class TestTableBuilderWithMockedMetadata:
class TestBopCompositeHierarchyMatching:
- """Regression tests for BOP hierarchy matching.
-
- These tests are deterministic (no network) and validate that the IMF hierarchy
- is treated as the source of truth for parent/child relationships.
- """
+ """Regression tests for BOP hierarchy matching."""
@pytest.fixture
def mock_bop_dependencies(self):
@@ -542,35 +513,29 @@ class TestBopCompositeHierarchyMatching:
return dim
return None
- with patch(
- "openbb_imf.utils.query_builder.ImfQueryBuilder"
- ) as MockQueryBuilder, patch(
- "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
- FakeImfParamsBuilder,
+ with (
+ patch("openbb_imf.utils.query_builder.ImfQueryBuilder") as MockQueryBuilder,
+ patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ FakeImfParamsBuilder,
+ ),
):
mock_qb = MockQueryBuilder.return_value
mock_qb.validate_dimension_constraints = MagicMock()
- # Minimal metadata object with required attributes
mock_qb.metadata = MagicMock()
mock_qb.metadata.dataflows = {
"BOP": {
"id": "BOP",
"name": "Balance of Payments",
- # Keep structureRef id falsy to avoid datastructure-dependent logic
"structureRef": {"id": ""},
}
}
mock_qb.metadata.datastructures = {}
mock_qb.metadata._codelist_cache = {}
- # Ensure builder uses consistent dataflow map
mock_qb.dataflows = mock_qb.metadata.dataflows
- # Hierarchy contains:
- # - A Net node (NETCD_T)
- # - Two leaf nodes with the same indicator_code (SINCEX) under NETCD_T
- # - Two leaf nodes with the same indicator_code (O) under A_P and L_P
mock_qb.metadata.get_dataflow_table_structure.return_value = {
"hierarchy_id": "H_BOP_FAKE",
"hierarchy_name": "BOP Fake",
@@ -662,7 +627,6 @@ class TestBopCompositeHierarchyMatching:
],
}
- # Data rows intentionally omit usable series_id to force composite matching
mock_qb.fetch_data.return_value = {
"data": [
{
@@ -711,11 +675,9 @@ class TestBopCompositeHierarchyMatching:
result = builder.get_table("BOP", "H_BOP_FAKE", COUNTRY="AU")
rows = [r for r in result["data"] if r.get("INDICATOR_code") == "SINCEX"]
- # Expect both Credit and Debit to be kept (not dropped)
assert len(rows) == 2
for row in rows:
- # Composite match should use hierarchy parent (NETCD_T), not CD_T/DB_T
assert row.get("parent_code") == "NETCD_T"
assert "excluding exceptional financing" in (row.get("title") or "")
@@ -762,7 +724,6 @@ class TestTableBuilderErrorHandling:
builder = ImfTableBuilder()
- # Mock validation to raise error for invalid dataflow
mock_query_builder.return_value.validate_dimension_constraints.side_effect = (
ValueError("Invalid dataflow: INVALID_DATAFLOW")
)
@@ -778,7 +739,6 @@ class TestTableBuilderErrorHandling:
builder = ImfTableBuilder()
- # Mock validation to raise error
mock_query_builder.return_value.validate_dimension_constraints.side_effect = (
ValueError("Invalid country: XYZ")
)
@@ -789,3 +749,3170 @@ class TestTableBuilderErrorHandling:
assert (
"Invalid" in str(exc_info.value) or "country" in str(exc_info.value).lower()
)
+
+
+class FakeImfParamsBuilder:
+ """Lightweight stand-in for ``ImfParamsBuilder`` used by table-builder tests."""
+
+ def __init__(
+ self,
+ dimensions: list[str],
+ options: dict[str, list[dict]] | None = None,
+ constraints_response: dict | None = None,
+ ):
+ """Build a fake params builder over a fixed set of dimensions."""
+ self._dimensions = list(dimensions)
+ self._options = options or {}
+ self._selections: dict[str, str | None] = {d: None for d in dimensions}
+ self._last_constraints_response = constraints_response or {}
+
+ def _get_dimensions_in_order(self):
+ return list(self._dimensions)
+
+ def get_options_for_dimension(self, dim_id):
+ return self._options.get(dim_id, [{"value": "*", "label": "*"}])
+
+ def set_dimension(self, tup):
+ self._selections[tup[0]] = tup[1]
+ return self._selections
+
+ def get_next_dimension_to_select(self):
+ for dim in self._dimensions:
+ if self._selections.get(dim) is None:
+ return dim
+ return None
+
+
+@pytest.fixture
+def mock_qb_factory():
+ """Return a factory that yields a fully patched table-builder environment."""
+
+ def factory(
+ *,
+ dimensions=("COUNTRY", "INDICATOR"),
+ options=None,
+ indicators=None,
+ dataflows=None,
+ codelist_cache=None,
+ fetch_return=None,
+ table_structure=None,
+ get_dataflow_hierarchies=None,
+ constraints_response=None,
+ ):
+ if dataflows is None:
+ dataflows = {
+ "BOP": {
+ "id": "BOP",
+ "name": "Balance of Payments",
+ "structureRef": {"id": "DSD"},
+ }
+ }
+ if codelist_cache is None:
+ codelist_cache = {}
+ if options is None:
+ options = {}
+
+ def build_params(dataflow_id): # noqa: ARG001
+ return FakeImfParamsBuilder(
+ dimensions=list(dimensions),
+ options=options,
+ constraints_response=constraints_response,
+ )
+
+ ctx_qb = patch("openbb_imf.utils.query_builder.ImfQueryBuilder")
+ ctx_ph = patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ new=build_params,
+ )
+ MockQB = ctx_qb.start()
+ ctx_ph.start()
+
+ mock_qb = MockQB.return_value
+ mock_qb.metadata = MagicMock()
+ mock_qb.metadata.dataflows = dataflows
+ mock_qb.metadata.datastructures = {
+ "DSD": {
+ "id": "DSD",
+ "dimensions": [
+ {"id": dim, "position": idx} for idx, dim in enumerate(dimensions)
+ ],
+ }
+ }
+ mock_qb.metadata._codelist_cache = codelist_cache
+ mock_qb.metadata._resolve_codelist_id = MagicMock(
+ return_value="CL_BOP_INDICATOR"
+ )
+ mock_qb.metadata._get_dimension_for_codelist = MagicMock(return_value=None)
+ mock_qb.dataflows = dataflows
+ mock_qb.validate_dimension_constraints = MagicMock()
+
+ mock_qb.metadata.get_dataflow_hierarchies = MagicMock(
+ return_value=get_dataflow_hierarchies
+ if get_dataflow_hierarchies is not None
+ else [{"id": "H_TEST"}]
+ )
+ mock_qb.metadata.get_dataflow_table_structure = MagicMock(
+ return_value=table_structure
+ or {
+ "hierarchy_id": "H_TEST",
+ "hierarchy_name": "Test",
+ "hierarchy_description": "",
+ "dataflow_id": "BOP",
+ "codelist_id": "CL_INDICATOR",
+ "agency_id": "IMF",
+ "version": "1.0",
+ "total_groups": 0,
+ "type": "presentation",
+ "indicators": indicators or [],
+ }
+ )
+ mock_qb.fetch_data = MagicMock(
+ return_value=fetch_return or {"data": [], "metadata": {}}
+ )
+
+ teardown = [ctx_qb, ctx_ph]
+ return mock_qb, MockQB, teardown
+
+ cleanups: list = []
+ yielded_factories: list = []
+
+ def wrapped(**kwargs):
+ mock_qb, MockQB, teardown = factory(**kwargs)
+ cleanups.extend(teardown)
+ yielded_factories.append((mock_qb, MockQB))
+ return mock_qb, MockQB
+
+ yield wrapped
+
+ for ctx in cleanups:
+ ctx.stop()
+
+
+class TestGetTableValidation:
+ """Validation/error-path tests for ``ImfTableBuilder.get_table``."""
+
+ def test_combined_table_id_with_mismatched_dataflow_raises(self, mock_qb_factory):
+ """Passing ``dataflow`` that conflicts with the table_id prefix raises."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb_factory()
+ builder = ImfTableBuilder()
+ with pytest.raises(ValueError, match="Dataflow mismatch"):
+ builder.get_table(dataflow="OTHER", table_id="BOP::H_X")
+
+ def test_combined_table_id_parsed(self, mock_qb_factory):
+ """Combined ``dataflow::table_id`` is parsed when only ``table_id`` is given."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "Current Account",
+ "series_id": "CAB_SERIES",
+ "indicator_code": "CAB",
+ "is_group": False,
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={"INDICATOR": [{"value": "CAB", "label": "CAB"}]},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_SERIES",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+
+ builder = ImfTableBuilder()
+ result = builder.get_table(table_id="BOP::H_TEST")
+ assert result["table_metadata"]["hierarchy_id"] == "H_TEST"
+
+ def test_missing_dataflow_raises(self, mock_qb_factory):
+ """Calling without ``dataflow`` or ``table_id`` raises."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb_factory()
+ builder = ImfTableBuilder()
+ with pytest.raises(ValueError, match="dataflow is required"):
+ builder.get_table()
+
+ def test_no_table_id_single_available(self, mock_qb_factory):
+ """A single available table is auto-selected when ``table_id`` is None."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_SERIES",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={"INDICATOR": [{"value": "CAB", "label": "CAB"}]},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_SERIES",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP")
+ assert result["table_metadata"]["hierarchy_id"] == "H_TEST"
+
+ def test_no_available_tables_raises(self, mock_qb_factory):
+ """No available tables raises a clear error."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb_factory(get_dataflow_hierarchies=[])
+ builder = ImfTableBuilder()
+ with pytest.raises(ValueError, match="No tables/hierarchies found"):
+ builder.get_table("BOP")
+
+ def test_no_matching_indicators_after_filter_raises(self, mock_qb_factory):
+ """Filtering with ``indicators=`` that matches nothing raises."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "A",
+ "parent_id": None,
+ "label": "A",
+ "series_id": "",
+ "indicator_code": "A",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ )
+ builder = ImfTableBuilder()
+ with pytest.raises(ValueError, match="No indicators match"):
+ builder.get_table("BOP", "H_TEST", indicators="MISSING")
+
+
+class TestDimensionMapping:
+ """Tests for the dimension-mapping branches in ``get_table``."""
+
+ def test_code_urn_codelist_label_skipped(self, mock_qb_factory):
+ """Codelists ending in ``_LABELS`` are skipped without raising."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "X",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "",
+ "indicator_code": "X",
+ "code_urn": "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_X_LABELS(1.0).X",
+ },
+ ],
+ )
+ builder = ImfTableBuilder()
+ with pytest.raises(ValueError, match="No valid indicator codes"):
+ builder.get_table("BOP", "H_TEST")
+
+ def test_code_urn_unparsable_warns_and_skips(self, mock_qb_factory):
+ """A bad ``code_urn`` emits an ``OpenBBWarning`` and skips the entry."""
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "X",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "",
+ "indicator_code": "X",
+ "code_urn": "garbage",
+ }
+ ],
+ )
+ builder = ImfTableBuilder()
+ with pytest.warns(OpenBBWarning, match="Could not parse codelist"):
+ with pytest.raises(ValueError):
+ builder.get_table("BOP", "H_TEST")
+
+ def test_dimension_pattern_fallback(self, mock_qb_factory):
+ """Pattern fallback resolves ``CL_BOP_INDICATOR`` to ``INDICATOR``."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_SERIES",
+ "indicator_code": "CAB",
+ "code_urn": "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_BOP_INDICATOR(1.0).CAB",
+ }
+ ],
+ options={"INDICATOR": [{"value": "CAB", "label": "CAB"}]},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_SERIES",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST")
+ assert len(result["data"]) >= 1
+
+ def test_unresolvable_codelist_warns_and_skips(self, mock_qb_factory):
+ """An unresolvable codelist warns and skips."""
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "X",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "",
+ "indicator_code": "X",
+ "code_urn": "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_RANDOM_THING(1.0).X",
+ }
+ ],
+ )
+ builder = ImfTableBuilder()
+ with pytest.warns(OpenBBWarning, match="Could not map codelist"):
+ with pytest.raises(ValueError):
+ builder.get_table("BOP", "H_TEST")
+
+
+class TestKwargsNormalization:
+ """Tests for the case-insensitive kwargs handling."""
+
+ def test_lowercase_country_normalized(self, mock_qb_factory):
+ """Lower-case ``country=`` matches the ``COUNTRY`` dimension."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ dimensions=("REF_AREA", "INDICATOR"),
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_SERIES",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "REF_AREA": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_SERIES",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ builder.get_table("BOP", "H_TEST", country="USA")
+ kwargs = mock_qb.fetch_data.call_args[1]
+ assert kwargs["REF_AREA"] == "USA"
+
+ def test_invalid_user_value_raises(self, mock_qb_factory):
+ """An invalid user-supplied dimension value raises ``ValueError``."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb_factory(
+ dimensions=("COUNTRY", "INDICATOR"),
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ builder = ImfTableBuilder()
+ with pytest.raises(ValueError, match="Invalid value"):
+ builder.get_table("BOP", "H_TEST", COUNTRY="XYZ")
+
+ def test_unknown_dim_in_dimension_codes(self, mock_qb_factory):
+ """A dim outside ``dims_in_order`` populates ``fetch_kwargs`` via fallback."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ dimensions=("COUNTRY",),
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_SERIES",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_SERIES",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+
+
+class TestPostFiltering:
+ """Tests for the post-fetch filtering path."""
+
+ def test_oversized_indicator_list_uses_wildcard_and_post_filters(
+ self, mock_qb_factory
+ ):
+ """Joined-codes longer than 850 chars uses ``*`` then post-filters rows."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ indicators = [
+ {
+ "order": i,
+ "depth": 0,
+ "id": f"IND{i}",
+ "parent_id": None,
+ "label": f"Indicator {i}",
+ "series_id": f"S{i}",
+ "indicator_code": f"IND_THIS_IS_A_LONG_NAME_{i}",
+ "dimension_id": "INDICATOR",
+ }
+ for i in range(80)
+ ]
+ options = {
+ "INDICATOR": [
+ {"value": ind["indicator_code"], "label": ind["indicator_code"]}
+ for ind in indicators
+ ],
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ }
+ mock_qb, _ = mock_qb_factory(
+ indicators=indicators,
+ options=options,
+ )
+ # Return rows for only 2 of the 80 indicators -> exercises post-filter
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": f"S{i}",
+ "INDICATOR_code": indicators[i]["indicator_code"],
+ "indicator_code": indicators[i]["indicator_code"],
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": i,
+ }
+ for i in range(80)
+ ]
+ + [
+ {
+ "series_id": "EXTRA",
+ "INDICATOR_code": "NOT_IN_HIERARCHY",
+ "indicator_code": "NOT_IN_HIERARCHY",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 999,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ # post-filter drops "NOT_IN_HIERARCHY"
+ codes = {r.get("INDICATOR_code") for r in result["data"]}
+ assert "NOT_IN_HIERARCHY" not in codes
+ fetch_kwargs = mock_qb.fetch_data.call_args[1]
+ # Because joined codes > 850, the dim is reduced to ``*``
+ assert fetch_kwargs["INDICATOR"] == "*"
+
+
+class TestTitleAndUnitInference:
+ """Tests for the title / unit-inference branches."""
+
+ def test_gfs_indicator_with_unit_suffix(self, mock_qb_factory):
+ """GFS-flavoured indicators infer ``unit`` from the code suffix."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ dataflows={
+ "GFS": {
+ "id": "GFS",
+ "name": "GFS",
+ "structureRef": {"id": "DSD"},
+ }
+ },
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "REV",
+ "parent_id": None,
+ "label": "Revenue",
+ "series_id": "S1",
+ "indicator_code": "REV_USD",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "INDICATOR": [{"value": "REV_USD", "label": "REV_USD"}],
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ },
+ codelist_cache={"CL_UNIT": {"USD": "US dollar"}},
+ )
+ mock_qb.metadata._resolve_codelist_id = MagicMock(return_value="CL_GFS_REV")
+ mock_qb.metadata._codelist_cache["CL_GFS_REV"] = {
+ "REV_USD": "Revenue, US dollar"
+ }
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "S1",
+ "INDICATOR_code": "REV_USD",
+ "indicator_code": "REV_USD",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("GFS", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "REV_USD")
+ assert row["unit"] == "US dollar"
+
+ def test_path_label_dataflow_uses_label(self, mock_qb_factory):
+ """``CL_DIP_INDICATOR`` indicator codelist forces title from ``label``."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "GDP",
+ "parent_id": None,
+ "label": "Gross Domestic Product",
+ "series_id": "S1",
+ "indicator_code": "GDP",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ },
+ )
+ mock_qb.metadata._resolve_codelist_id = MagicMock(
+ return_value="CL_DIP_INDICATOR"
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "S1",
+ "INDICATOR_code": "GDP",
+ "indicator_code": "GDP",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ row = result["data"][0]
+ assert row["title"] == "Gross Domestic Product"
+
+ def test_indicator_label_unit_suffix_trimmed(self, mock_qb_factory):
+ """A unit suffix is trimmed from the indicator name."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "GDP",
+ "parent_id": None,
+ "label": "GDP",
+ "series_id": "S1",
+ "indicator_code": "GDP",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ },
+ codelist_cache={
+ "CL_BOP_INDICATOR": {"GDP": "Gross Domestic Product, US dollar"},
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "S1",
+ "INDICATOR_code": "GDP",
+ "indicator_code": "GDP",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "GDP")
+ assert row["title"] == "Gross Domestic Product"
+
+ def test_cpi_index_type_appended(self, mock_qb_factory):
+ """CPI dataflow with a non-``CPI`` INDEX_TYPE appends it to the title."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ dataflows={
+ "CPI": {
+ "id": "CPI",
+ "name": "CPI",
+ "structureRef": {"id": "DSD"},
+ }
+ },
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "PCPI",
+ "parent_id": None,
+ "label": "Consumer Prices",
+ "series_id": "S1",
+ "indicator_code": "PCPI",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "PCPI", "label": "PCPI"}],
+ },
+ codelist_cache={"CL_BOP_INDICATOR": {"PCPI": "Headline CPI"}},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "S1",
+ "INDICATOR_code": "PCPI",
+ "indicator_code": "PCPI",
+ "INDEX_TYPE_code": "FOOD",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("CPI", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "PCPI")
+ assert row["title"].endswith("(FOOD)")
+
+ def test_currency_label_appended(self, mock_qb_factory):
+ """A CURRENCY label distinct from the unit is appended to the title."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "GDP",
+ "parent_id": None,
+ "label": "GDP",
+ "series_id": "S1",
+ "indicator_code": "GDP",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "GDP", "label": "GDP"}],
+ },
+ codelist_cache={"CL_BOP_INDICATOR": {"GDP": "Gross Domestic Product"}},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "S1",
+ "INDICATOR_code": "GDP",
+ "indicator_code": "GDP",
+ "CURRENCY_code": "EUR",
+ "CURRENCY": "Euro",
+ "unit_code": "USD",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "GDP")
+ assert "(Euro)" in row["title"]
+
+ def test_iip_assets_suffix_added(self, mock_qb_factory):
+ """IIP-style series IDs get an ``(Assets)`` suffix when missing context."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "O",
+ "parent_id": None,
+ "label": "Other Investment",
+ "series_id": "BOP_IIP_A_P_O",
+ "indicator_code": "O",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "O", "label": "O"}],
+ },
+ codelist_cache={"CL_BOP_INDICATOR": {"O": "Other Investment"}},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "BOP_IIP_A_P_O",
+ "INDICATOR_code": "O",
+ "indicator_code": "O",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "O")
+ assert "(Assets)" in row["title"]
+
+ def test_iip_liabilities_suffix_added(self, mock_qb_factory):
+ """IIP-style series IDs get an ``(Liabilities)`` suffix when needed."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "O",
+ "parent_id": None,
+ "label": "Other Investment",
+ "series_id": "BOP_IIP_L_P_O",
+ "indicator_code": "O",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "O", "label": "O"}],
+ },
+ codelist_cache={"CL_BOP_INDICATOR": {"O": "Other Investment"}},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "BOP_IIP_L_P_O",
+ "INDICATOR_code": "O",
+ "indicator_code": "O",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "O")
+ assert "(Liabilities)" in row["title"]
+
+
+class TestHeaderRows:
+ """Tests for the category-header row injection."""
+
+ def test_unmatched_order_creates_header_row(self, mock_qb_factory):
+ """A hierarchy order not present in data is added as a category header."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "PARENT",
+ "parent_id": None,
+ "label": "Header Title",
+ "series_id": "",
+ "indicator_code": "PARENT",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "CHILD",
+ "parent_id": "PARENT",
+ "label": "Child",
+ "series_id": "CHILD_SERIES",
+ "indicator_code": "CHILD",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "PARENT", "label": "PARENT"},
+ {"value": "CHILD", "label": "CHILD"},
+ ],
+ },
+ codelist_cache={
+ "CL_BOP_INDICATOR": {"CHILD": "Child indicator"},
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CHILD_SERIES",
+ "INDICATOR_code": "CHILD",
+ "indicator_code": "CHILD",
+ "scale": "Units",
+ "unit": "US dollar",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ headers = [r for r in result["data"] if r.get("is_category_header")]
+ assert any("Header Title" in (h.get("title") or "") for h in headers)
+
+ def test_header_with_gfs_unit_inference(self, mock_qb_factory):
+ """A GFS dataflow infers header units from the child's code suffix."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ dataflows={
+ "GFS": {
+ "id": "GFS",
+ "name": "GFS",
+ "structureRef": {"id": "DSD"},
+ }
+ },
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "REV",
+ "parent_id": None,
+ "label": "Revenue",
+ "series_id": "",
+ "indicator_code": "REV",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "REV_USD",
+ "parent_id": "REV",
+ "label": "Revenue USD",
+ "series_id": "REV_USD_S",
+ "indicator_code": "REV_USD",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "REV", "label": "REV"},
+ {"value": "REV_USD", "label": "REV_USD"},
+ ],
+ },
+ codelist_cache={
+ "CL_GFS_REV": {"REV_USD": "Revenue, US dollar"},
+ "CL_UNIT": {"USD": "US dollar"},
+ },
+ )
+ mock_qb.metadata._resolve_codelist_id = MagicMock(return_value="CL_GFS_REV")
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "REV_USD_S",
+ "INDICATOR_code": "REV_USD",
+ "indicator_code": "REV_USD",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("GFS", "H_TEST", COUNTRY="USA")
+ headers = [r for r in result["data"] if r.get("is_category_header")]
+ assert headers
+ assert any("US dollar" in (h.get("title") or "") for h in headers)
+
+
+class TestDatasetMetadataMerge:
+ """Tests for dataset-metadata merging into ``table_metadata``."""
+
+ def test_dataset_metadata_merged(self, mock_qb_factory):
+ """``dataset`` metadata is popped and merged into ``table_metadata``."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_SERIES",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_SERIES",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {
+ "dataset": {
+ "dataflow_name": "Balance of Payments",
+ "dataflow_description": "BOP statistics",
+ "publisher": "IMF",
+ "license": "CC",
+ }
+ },
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ meta = result["table_metadata"]
+ assert meta["dataflow_name"] == "Balance of Payments"
+ assert meta["publisher"] == "IMF"
+ assert meta["license"] == "CC"
+
+
+class TestTimeRangeValidation:
+ """Tests for the time-range validation in ``get_table``."""
+
+ def test_no_overlap_raises(self, mock_qb_factory):
+ """Request whose dates fall outside the available range raises."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ constraints = {
+ "full_response": {
+ "data": {
+ "dataConstraints": [
+ {
+ "annotations": [
+ {"id": "time_period_start", "title": "2010"},
+ {"id": "time_period_end", "title": "2020"},
+ ]
+ }
+ ]
+ }
+ }
+ }
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ constraints_response=constraints,
+ )
+ builder = ImfTableBuilder()
+ with pytest.raises(
+ ValueError, match="No data available for the requested time"
+ ):
+ builder.get_table(
+ "BOP", "H_TEST", COUNTRY="USA", start_date="2025", end_date="2026"
+ )
+
+ def test_end_date_before_available_raises(self, mock_qb_factory):
+ """A request whose end_date is before the available start raises."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ constraints = {
+ "full_response": {
+ "data": {
+ "dataConstraints": [
+ {
+ "annotations": [
+ {"id": "time_period_start", "title": "2015-01-01"},
+ {"id": "time_period_end", "title": "2020-12-31"},
+ ]
+ }
+ ]
+ }
+ }
+ }
+ mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ constraints_response=constraints,
+ )
+ builder = ImfTableBuilder()
+ with pytest.raises(ValueError, match="No data available for the requested"):
+ builder.get_table(
+ "BOP", "H_TEST", COUNTRY="USA", start_date="2000-01", end_date="2010-12"
+ )
+
+ def test_date_parse_error_breaks_out(self, mock_qb_factory):
+ """A malformed time-period annotation breaks out of validation without raising."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ constraints = {
+ "full_response": {
+ "data": {
+ "dataConstraints": [
+ {
+ "annotations": [
+ {"id": "time_period_start", "title": "not-a-date"},
+ {"id": "time_period_end", "title": "2020-12-31"},
+ ]
+ }
+ ]
+ }
+ }
+ }
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_S",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ constraints_response=constraints,
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_S",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ # Should not raise โ parse failure breaks the validation loop
+ builder.get_table(
+ "BOP", "H_TEST", COUNTRY="USA", start_date="2020-01", end_date="2020-12"
+ )
+
+ def test_quarterly_range_parses(self, mock_qb_factory):
+ """Quarterly date strings (``YYYY-Q1``) parse without raising."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ constraints = {
+ "full_response": {
+ "data": {
+ "dataConstraints": [
+ {
+ "annotations": [
+ {"id": "time_period_start", "title": "2010-Q1"},
+ {"id": "time_period_end", "title": "2020-Q4"},
+ ]
+ }
+ ]
+ }
+ }
+ }
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_S",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ constraints_response=constraints,
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_S",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2015-Q1",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ builder.get_table(
+ "BOP", "H_TEST", COUNTRY="USA", start_date="2015-Q1", end_date="2018-Q2"
+ )
+
+
+class TestIndicatorFilters:
+ """Tests exercising the ``parent_id`` / ``depth`` / ``indicators`` filters."""
+
+ @pytest.fixture
+ def indicators(self):
+ """Build a small three-level hierarchy."""
+ return [
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "P1",
+ "parent_id": None,
+ "label": "P1",
+ "series_id": "P1_S",
+ "indicator_code": "P1",
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "C1",
+ "parent_id": "P1",
+ "label": "C1",
+ "series_id": "C1_S",
+ "indicator_code": "C1",
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 3,
+ "depth": 1,
+ "id": "C2",
+ "parent_id": "P1",
+ "label": "C2",
+ "series_id": "C2_S",
+ "indicator_code": "C2",
+ "dimension_id": "INDICATOR",
+ },
+ ]
+
+ def test_parent_id_filter(self, mock_qb_factory, indicators):
+ """``parent_id`` selects only direct children."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=indicators,
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "C1", "label": "C1"},
+ {"value": "C2", "label": "C2"},
+ ],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "C1_S",
+ "INDICATOR_code": "C1",
+ "indicator_code": "C1",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", parent_id="P1", COUNTRY="USA")
+ codes = {
+ r["INDICATOR_code"]
+ for r in result["data"]
+ if not r.get("is_category_header")
+ }
+ assert "C1" in codes
+
+ def test_depth_filter(self, mock_qb_factory, indicators):
+ """``depth=0`` selects only top-level indicators."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=indicators,
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "P1", "label": "P1"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "P1_S",
+ "INDICATOR_code": "P1",
+ "indicator_code": "P1",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", depth=0, COUNTRY="USA")
+ assert result["data"]
+
+ def test_indicators_list_filter(self, mock_qb_factory, indicators):
+ """A list of indicator codes restricts the hierarchy."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=indicators,
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "C1", "label": "C1"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "C1_S",
+ "INDICATOR_code": "C1",
+ "indicator_code": "C1",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", indicators=["C1"], COUNTRY="USA")
+ assert result["data"]
+
+
+class TestWildcardFallback:
+ """Tests for the >1500-character indicator-list fallback branch."""
+
+ def test_extra_dim_huge_codes_falls_back_to_wildcard(self, mock_qb_factory):
+ """A non-``INDICATOR`` dim with >1500 joined codes collapses to ``*``."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ codes = [f"VERY_LONG_CODE_{i:04d}" for i in range(120)]
+ indicators = [
+ {
+ "order": i,
+ "depth": 0,
+ "id": code,
+ "parent_id": None,
+ "label": code,
+ "series_id": "",
+ "indicator_code": code,
+ "dimension_id": "EXTRA",
+ }
+ for i, code in enumerate(codes)
+ ]
+ mock_qb, _ = mock_qb_factory(
+ dimensions=("COUNTRY",),
+ indicators=indicators,
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "EXTRA": [{"value": c, "label": c} for c in codes],
+ },
+ )
+ mock_qb.fetch_data.return_value = {"data": [], "metadata": {}}
+ builder = ImfTableBuilder()
+ builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ kwargs = mock_qb.fetch_data.call_args[1]
+ assert kwargs["EXTRA"] == "*"
+
+ def test_extra_dim_no_match_warns_and_falls_through(self, mock_qb_factory):
+ """A non-``INDICATOR`` dim with no matching codes emits a warning and proceeds."""
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ indicators = [
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "X",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "",
+ "indicator_code": "ZZZ",
+ "dimension_id": "EXTRA",
+ }
+ ]
+ mock_qb, _ = mock_qb_factory(
+ dimensions=("COUNTRY",),
+ indicators=indicators,
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "EXTRA": [{"value": "OTHER", "label": "OTHER"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {"data": [], "metadata": {}}
+ builder = ImfTableBuilder()
+ with pytest.warns(OpenBBWarning, match="Progressive constraint"):
+ builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+
+
+class TestProgressiveExceptionFallback:
+ """Tests for the warning-fallback when progressive filtering raises."""
+
+ def test_keyerror_warning_fallback(self, mock_qb_factory):
+ """A non-validation ``KeyError`` from the builder triggers the unfiltered fallback."""
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_S",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_S",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+
+ class BoomBuilder(FakeImfParamsBuilder):
+ def __init__(self): # noqa: D107
+ super().__init__(["COUNTRY", "INDICATOR"])
+ self._first_call = True
+
+ def get_options_for_dimension(self, dim_id):
+ if self._first_call:
+ self._first_call = False
+ raise KeyError("boom")
+ return [{"value": "USA", "label": "USA"}]
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ lambda _df: BoomBuilder(),
+ ):
+ builder = ImfTableBuilder()
+ with pytest.warns(OpenBBWarning, match="Progressive constraint"):
+ builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+
+
+class TestHeaderLabelFromCodelist:
+ """Tests for header-label resolution via the indicator codelist."""
+
+ def test_label_matches_code_resolved_from_codelist(self, mock_qb_factory):
+ """When the hierarchy label equals the code, the codelist supplies the name."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "PARENT",
+ "parent_id": None,
+ "label": "PARENT", # Same as indicator_code
+ "series_id": "",
+ "indicator_code": "PARENT",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "CHILD",
+ "parent_id": "PARENT",
+ "label": "Child",
+ "series_id": "CHILD_S",
+ "indicator_code": "CHILD",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "PARENT", "label": "PARENT"},
+ {"value": "CHILD", "label": "CHILD"},
+ ],
+ },
+ codelist_cache={
+ "CL_BOP_INDICATOR": {
+ "PARENT": "Parent Group, US dollar, (Core FSI)",
+ "CHILD": "Child indicator",
+ }
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CHILD_S",
+ "INDICATOR_code": "CHILD",
+ "indicator_code": "CHILD",
+ "unit": "US dollar",
+ "scale": "Millions",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ headers = [r for r in result["data"] if r.get("is_category_header")]
+ assert any("Parent Group" in (h.get("title") or "") for h in headers)
+
+ def test_label_matches_code_resolved_via_suffix_match(self, mock_qb_factory):
+ """An exact codelist match falls back to a prefix scan when missing."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "REV",
+ "parent_id": None,
+ "label": "REV",
+ "series_id": "",
+ "indicator_code": "REV",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "REV_USD",
+ "parent_id": "REV",
+ "label": "Rev USD",
+ "series_id": "REV_USD_S",
+ "indicator_code": "REV_USD",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "REV", "label": "REV"},
+ {"value": "REV_USD", "label": "REV_USD"},
+ ],
+ },
+ codelist_cache={
+ "CL_BOP_INDICATOR": {"REV_USD": "Revenue series"}, # only suffix exists
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "REV_USD_S",
+ "INDICATOR_code": "REV_USD",
+ "indicator_code": "REV_USD",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ headers = [r for r in result["data"] if r.get("is_category_header")]
+ assert any("Revenue series" in (h.get("title") or "") for h in headers)
+
+
+class TestSeriesIdParsing:
+ """Tests for the data-row hierarchy matching via series_id forms."""
+
+ def test_series_id_with_dataflow_marker(self, mock_qb_factory):
+ """Series IDs like ``A_BOP_X_Y`` match via the dataflow marker path."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "PREFIX_BOP_CAB",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "BOP::CAB",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ assert result["data"]
+
+
+class TestGfsHeaderUnitInference:
+ """Tests for GFS header unit inference and sector-prefix application."""
+
+ def test_gfs_header_unit_from_child_code(self, mock_qb_factory):
+ """A GFS header borrows the unit from its child's code suffix."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ dataflows={
+ "GFS": {
+ "id": "GFS",
+ "name": "GFS",
+ "structureRef": {"id": "DSD"},
+ }
+ },
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "REV",
+ "parent_id": None,
+ "label": "Revenue",
+ "series_id": "",
+ "indicator_code": "REV",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "REV_TAX_USD",
+ "parent_id": "REV",
+ "label": "Tax Revenue",
+ "series_id": "REV_TAX_USD_S",
+ "indicator_code": "REV_TAX_USD",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "REV", "label": "REV"},
+ {"value": "REV_TAX_USD", "label": "REV_TAX_USD"},
+ ],
+ },
+ codelist_cache={
+ "CL_GFS_REV": {"REV_TAX_USD": "Tax Revenue, US dollar"},
+ "CL_UNIT": {"USD": "US dollar"},
+ },
+ )
+ mock_qb.metadata._resolve_codelist_id = MagicMock(return_value="CL_GFS_REV")
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "REV_TAX_USD_S",
+ "INDICATOR_code": "REV_TAX_USD",
+ "indicator_code": "REV_TAX_USD",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("GFS", "H_TEST", COUNTRY="USA")
+ headers = [r for r in result["data"] if r.get("is_category_header")]
+ assert any("US dollar" in (h.get("title") or "") for h in headers)
+
+
+class TestSectorPrefixHeader:
+ """Tests for sector-prefix decoration in category headers."""
+
+ def test_sector_prefix_added_to_header(self, mock_qb_factory):
+ """A header whose indicator starts with a CL_SECTOR code gets a sector prefix."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "S13_REV",
+ "parent_id": None,
+ "label": "Revenue header",
+ "series_id": "",
+ "indicator_code": "S13_REV",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "S13_REV_TAX",
+ "parent_id": "S13_REV",
+ "label": "Tax",
+ "series_id": "S13_REV_TAX_S",
+ "indicator_code": "S13_REV_TAX",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "S13_REV", "label": "S13_REV"},
+ {"value": "S13_REV_TAX", "label": "S13_REV_TAX"},
+ ],
+ },
+ codelist_cache={
+ "CL_SECTOR": {"S13": "General Government"},
+ "CL_BOP_INDICATOR": {"S13_REV_TAX": "Tax Revenue"},
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "S13_REV_TAX_S",
+ "INDICATOR_code": "S13_REV_TAX",
+ "indicator_code": "S13_REV_TAX",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ headers = [r for r in result["data"] if r.get("is_category_header")]
+ assert any("General Government" in (h.get("title") or "") for h in headers)
+
+
+class TestEmptyDimensionRaises:
+ """Tests for the ``no data available`` warning path in the indicator-dim handling."""
+
+ def test_indicator_codes_dont_match_available(self, mock_qb_factory):
+ """Indicator codes that don't match available options trigger a warning fallback."""
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "X",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "",
+ "indicator_code": "Z_NOT_IN_OPTIONS",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "REAL_INDICATOR", "label": "Real"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {"data": [], "metadata": {}}
+ builder = ImfTableBuilder()
+ with pytest.warns(OpenBBWarning, match="Progressive constraint"):
+ builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+
+
+class TestOrderSubIndex:
+ """Tests for sub-indexing when multiple series share the same hierarchy order."""
+
+ def test_duplicate_orders_get_sub_indexed(self, mock_qb_factory):
+ """Multiple series at the same order get offset by 0.001 increments."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "A",
+ "parent_id": None,
+ "label": "A",
+ "series_id": "A_S",
+ "indicator_code": "A",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "A", "label": "A"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "A_S",
+ "INDICATOR_code": "A",
+ "indicator_code": "A",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ },
+ {
+ "series_id": "A_S_v2", # Different series_id, same hierarchy order via prefix
+ "INDICATOR_code": "A",
+ "indicator_code": "A",
+ "TIME_PERIOD": "2021",
+ "OBS_VALUE": 2,
+ },
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ orders = sorted(r["order"] for r in result["data"])
+ # At least two distinct orders (1 and 1.001) when more than one series sub-indexed
+ assert any(isinstance(o, float) and o != int(o) for o in orders)
+
+
+class TestRowMatchingViaCompositeKey:
+ """Tests for row hierarchy matching when ``series_id`` is empty."""
+
+ def test_row_with_series_id_carrying_double_colon(self, mock_qb_factory):
+ """A row with ``series_id`` containing ``::`` matches via sorted codes."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "X",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "BOP::X",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "X", "label": "X"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "BOP::X",
+ "INDICATOR_code": "X",
+ "indicator_code": "X",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ assert result["data"]
+
+ def test_row_without_indicator_code_skipped(self, mock_qb_factory):
+ """Rows missing every indicator-code field are skipped."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_S",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_S",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ },
+ {
+ "series_id": "ORPHAN",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ },
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ assert all(r.get("INDICATOR_code") in {"CAB", None, ""} for r in result["data"])
+
+
+class TestCachedCodelistDimensionLookup:
+ """Tests for the cached codelistโdimension resolution."""
+
+ def test_repeated_codelist_uses_cache(self, mock_qb_factory):
+ """A second indicator with the same codelist hits the in-method cache."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "A",
+ "parent_id": None,
+ "label": "A",
+ "series_id": "A_S",
+ "indicator_code": "A",
+ "code_urn": "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_BOP_INDICATOR(1.0).A",
+ },
+ {
+ "order": 2,
+ "depth": 0,
+ "id": "B",
+ "parent_id": None,
+ "label": "B",
+ "series_id": "B_S",
+ "indicator_code": "B",
+ "code_urn": "urn:sdmx:org.sdmx.infomodel.codelist.Code=IMF.STA:CL_BOP_INDICATOR(1.0).B",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "A", "label": "A"},
+ {"value": "B", "label": "B"},
+ ],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "A_S",
+ "INDICATOR_code": "A",
+ "indicator_code": "A",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ },
+ {
+ "series_id": "B_S",
+ "INDICATOR_code": "B",
+ "indicator_code": "B",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ },
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ codes = {r.get("INDICATOR_code") for r in result["data"]}
+ assert {"A", "B"}.issubset(codes)
+
+
+class TestGfsRowSectorPrefix:
+ """Tests for GFS-row sector handling."""
+
+ def test_gfs_row_sector_prefix_from_sector_code(self, mock_qb_factory):
+ """GFS rows pick up the sector via the ``SECTOR_code`` field."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ dataflows={
+ "GFS": {
+ "id": "GFS",
+ "name": "GFS",
+ "structureRef": {"id": "DSD"},
+ }
+ },
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "REV",
+ "parent_id": None,
+ "label": "Revenue",
+ "series_id": "REV_S",
+ "indicator_code": "REV",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "REV", "label": "REV"}],
+ },
+ codelist_cache={
+ "CL_SECTOR": {"S13": "General Government"},
+ "CL_GFS_REV": {"REV": "Revenue"},
+ },
+ )
+ mock_qb.metadata._resolve_codelist_id = MagicMock(return_value="CL_GFS_REV")
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "REV_S",
+ "INDICATOR_code": "REV",
+ "indicator_code": "REV",
+ "SECTOR_code": "S13",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("GFS", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "REV")
+ assert "General Government" in (row.get("title") or "")
+
+
+class TestExistingNetBaseLabels:
+ """Tests for the ``, Net`` base-label skip logic in header creation."""
+
+ def test_existing_net_title_prevents_duplicate_header(self, mock_qb_factory):
+ """A header sharing the same prefix as an existing ``, Net`` row is suppressed."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "OVERVIEW",
+ "parent_id": None,
+ "label": "Account Overview",
+ "series_id": "",
+ "indicator_code": "OVERVIEW",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "OVERVIEW_NET",
+ "parent_id": "OVERVIEW",
+ "label": "Account Overview, Net",
+ "series_id": "OV_NET_S",
+ "indicator_code": "OVERVIEW_NET",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "OVERVIEW", "label": "OVERVIEW"},
+ {"value": "OVERVIEW_NET", "label": "OVERVIEW_NET"},
+ ],
+ },
+ codelist_cache={
+ "CL_BOP_INDICATOR": {
+ "OVERVIEW_NET": "Account Overview, Net",
+ "OVERVIEW": "Account Overview",
+ }
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "OV_NET_S",
+ "INDICATOR_code": "OVERVIEW_NET",
+ "indicator_code": "OVERVIEW_NET",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ # The "OVERVIEW" header should be skipped because "Account Overview" matches
+ # a base of an existing ", Net" title.
+ header_titles = [
+ r.get("title")
+ for r in result["data"]
+ if r.get("is_category_header") and r.get("indicator_code") == "OVERVIEW"
+ ]
+ assert header_titles == []
+
+
+class TestNameWithGfsSuffix:
+ """Tests for indicator-name suffix stripping."""
+
+ def test_gfs_suffix_stripped_from_indicator_name(self, mock_qb_factory):
+ """A ``Stock positions`` suffix on the codelist name is trimmed."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "X",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "X_S",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "X", "label": "X"}],
+ },
+ codelist_cache={
+ "CL_BOP_INDICATOR": {"X": "Asset, Sub-category, Stock positions"}
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "X_S",
+ "INDICATOR_code": "X",
+ "indicator_code": "X",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "X")
+ # ``Stock positions`` is trimmed by the GFS-suffix loop
+ assert "Stock positions" not in (row.get("title") or "")
+
+
+class TestGfsHeaderUnitFromParent:
+ """Tests for GFS header unit inference via parent_id suffix."""
+
+ def test_header_unit_from_parent_id_suffix(self, mock_qb_factory):
+ """When children carry no unit, header inherits unit from parent_id suffix."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ dataflows={
+ "GFS": {
+ "id": "GFS",
+ "name": "GFS",
+ "structureRef": {"id": "DSD"},
+ }
+ },
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "REV_USD",
+ "parent_id": None,
+ "label": "Revenue Group",
+ "series_id": "",
+ "indicator_code": "REV_USD",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "REV_TAX_X",
+ "parent_id": "REV_USD",
+ "label": "Tax",
+ "series_id": "TX_S",
+ "indicator_code": "REV_TAX_X",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "REV_USD", "label": "REV_USD"},
+ {"value": "REV_TAX_X", "label": "REV_TAX_X"},
+ ],
+ },
+ codelist_cache={
+ "CL_GFS_REV": {"REV_TAX_X": "Tax"},
+ "CL_UNIT": {"USD": "US dollar"},
+ },
+ )
+ mock_qb.metadata._resolve_codelist_id = MagicMock(return_value="CL_GFS_REV")
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "TX_S",
+ "INDICATOR_code": "REV_TAX_X",
+ "indicator_code": "REV_TAX_X",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("GFS", "H_TEST", COUNTRY="USA")
+ headers = [r for r in result["data"] if r.get("is_category_header")]
+ assert any("US dollar" in (h.get("title") or "") for h in headers)
+
+
+class TestHierarchyEdgeEntries:
+ """Edge-case hierarchy entries."""
+
+ def test_entry_without_indicator_code_in_full_indicators(self, mock_qb_factory):
+ """An entry without ``indicator_code`` in the full list is skipped."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "A",
+ "parent_id": None,
+ "label": "A",
+ "series_id": "A_S",
+ "indicator_code": "A",
+ "dimension_id": "INDICATOR",
+ },
+ { # No indicator_code -> skipped by line 351
+ "order": 99,
+ "depth": 0,
+ "id": "NOCODE",
+ "parent_id": None,
+ "label": "",
+ "series_id": "",
+ "indicator_code": "",
+ "dimension_id": "INDICATOR",
+ },
+ { # order=None -> skipped by line 356
+ "order": None,
+ "depth": 0,
+ "id": "NOORDER",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "",
+ "indicator_code": "NOORDER",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "A", "label": "A"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "A_S",
+ "INDICATOR_code": "A",
+ "indicator_code": "A",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ assert result["data"]
+
+ def test_dim_with_empty_id_skipped(self, mock_qb_factory):
+ """A DSD dimension with an empty ID is skipped during indicator-order build."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, MockQB = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "A",
+ "parent_id": None,
+ "label": "A",
+ "series_id": "A_S",
+ "indicator_code": "A",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "A", "label": "A"}],
+ },
+ )
+ # Add a DSD dimension with empty ID
+ mock_qb.metadata.datastructures["DSD"]["dimensions"].append(
+ {"id": "", "position": 99}
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "A_S",
+ "INDICATOR_code": "A",
+ "indicator_code": "A",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ assert result["data"]
+
+
+class TestCalculateDepth:
+ """Tests for the module-level ``_calculate_depth`` helper."""
+
+ def test_depth_traces_parent_chain(self):
+ """The depth equals the number of ancestors in the chain."""
+ from openbb_imf.utils.table_builder import _calculate_depth
+
+ indicators = {
+ "A": {"indicator_code": "A", "parent_id": None},
+ "B": {"indicator_code": "B", "parent_id": "A"},
+ "C": {"indicator_code": "C", "parent_id": "B"},
+ }
+ assert _calculate_depth(indicators["A"], indicators) == 0
+ assert _calculate_depth(indicators["B"], indicators) == 1
+ assert _calculate_depth(indicators["C"], indicators) == 2
+
+ def test_depth_short_circuits_on_cycle(self):
+ """A cycle in parent links returns 0 instead of looping forever."""
+ from openbb_imf.utils.table_builder import _calculate_depth
+
+ indicators = {
+ "A": {"indicator_code": "A", "parent_id": "B"},
+ "B": {"indicator_code": "B", "parent_id": "A"},
+ }
+ assert _calculate_depth(indicators["A"], indicators) <= 2
+
+ def test_depth_without_code_returns_zero(self):
+ """An indicator without a code returns depth 0."""
+ from openbb_imf.utils.table_builder import _calculate_depth
+
+ assert _calculate_depth({}, {}) == 0
+
+
+class TestUnmappedKwarg:
+ """Tests for kwargs whose lowercase key matches no dimension."""
+
+ def test_unknown_kwarg_passed_through(self, mock_qb_factory):
+ """A kwarg whose lower-case key is not a dimension is forwarded as-is."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_S",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_S",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ builder.get_table("BOP", "H_TEST", COUNTRY="USA", EXTRA_KWARG="passthrough")
+ kwargs = mock_qb.fetch_data.call_args[1]
+ assert kwargs["EXTRA_KWARG"] == "passthrough"
+
+
+class TestUnmappedIndicatorDim:
+ """Tests for the unmapped-indicator-dim error path."""
+
+ def test_indicator_dim_not_in_hierarchy_raises(self, mock_qb_factory):
+ """An indicator dimension absent from both hierarchy and kwargs raises."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb_factory(
+ dimensions=("COUNTRY", "INDICATOR"),
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "USA",
+ "parent_id": None,
+ "label": "USA",
+ "series_id": "USA_S",
+ "indicator_code": "USA",
+ "dimension_id": "COUNTRY",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ builder = ImfTableBuilder()
+ with pytest.raises(ValueError, match="could not be mapped"):
+ builder.get_table("BOP", "H_TEST")
+
+
+class TestShallowAvailableEmptyTruncation:
+ """Tests for the truncation branch when shallow_codes is empty."""
+
+ def test_deep_only_long_codes_truncated(self, mock_qb_factory):
+ """All indicators at depth>1 with joined length>850 triggers truncation."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ long_codes = [f"INDICATOR_VERY_VERY_LONG_NAME_{i:04d}" for i in range(60)]
+ indicators = [
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "ROOT",
+ "parent_id": None,
+ "label": "ROOT",
+ "series_id": "ROOT_S",
+ "indicator_code": "ROOT",
+ "dimension_id": "INDICATOR",
+ }
+ ]
+ for i, code in enumerate(long_codes, start=2):
+ indicators.append(
+ {
+ "order": i,
+ "depth": 3,
+ "id": code,
+ "parent_id": "ROOT",
+ "label": code,
+ "series_id": f"{code}_S",
+ "indicator_code": code,
+ "dimension_id": "INDICATOR",
+ }
+ )
+ options = {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": c, "label": c} for c in ["ROOT"] + long_codes],
+ }
+ mock_qb, _ = mock_qb_factory(indicators=indicators, options=options)
+ mock_qb.fetch_data.return_value = {"data": [], "metadata": {}}
+ builder = ImfTableBuilder()
+ builder.get_table("BOP", "H_TEST", parent_id="ROOT", COUNTRY="USA")
+ kwargs = mock_qb.fetch_data.call_args[1]
+ assert kwargs["INDICATOR"] == "*"
+
+
+class TestProgressiveFallbackLargeCodes:
+ """Tests for the unfiltered-fallback wildcard when joined codes>1500."""
+
+ def test_progressive_failure_long_codes_uses_wildcard(self, mock_qb_factory):
+ """When the progressive builder errors and joined codes>1500, falls back to ``*``."""
+ from openbb_core.app.model.abstract.warning import OpenBBWarning
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ long_codes = [f"REALLY_LONG_INDICATOR_NAME_{i:05d}" for i in range(120)]
+ indicators = [
+ {
+ "order": i,
+ "depth": 0,
+ "id": code,
+ "parent_id": None,
+ "label": code,
+ "series_id": f"{code}_S",
+ "indicator_code": code,
+ "dimension_id": "INDICATOR",
+ }
+ for i, code in enumerate(long_codes)
+ ]
+ mock_qb, _ = mock_qb_factory(
+ indicators=indicators,
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": c, "label": c} for c in long_codes],
+ },
+ )
+ mock_qb.fetch_data.return_value = {"data": [], "metadata": {}}
+
+ class BoomBuilder(FakeImfParamsBuilder):
+ def __init__(self):
+ super().__init__(["COUNTRY", "INDICATOR"])
+ self._first_call = True
+
+ def get_options_for_dimension(self, dim_id):
+ if self._first_call:
+ self._first_call = False
+ raise KeyError("boom")
+ return [{"value": c, "label": c} for c in long_codes]
+
+ with patch(
+ "openbb_imf.utils.progressive_helper.ImfParamsBuilder",
+ lambda _df: BoomBuilder(),
+ ):
+ builder = ImfTableBuilder()
+ with pytest.warns(OpenBBWarning, match="Progressive constraint"):
+ builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ kwargs = mock_qb.fetch_data.call_args[1]
+ assert kwargs["INDICATOR"] == "*"
+
+
+class TestSeriesIdDoubleColonFallback:
+ """Tests for row matching via sorted-codes when series_id has ``::``."""
+
+ def test_row_series_id_double_colon_falls_through_to_sorted_codes(
+ self, mock_qb_factory
+ ):
+ """A row series_id containing ``::`` not in hierarchy_by_series_id falls through."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "X",
+ "parent_id": None,
+ "label": "X",
+ "series_id": "PREFIX_BOP_X",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "X", "label": "X"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "OTHERPREFIX::X",
+ "INDICATOR_code": "X",
+ "indicator_code": "X",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ assert result["data"]
+
+
+class TestBopCompositeMarkerHandling:
+ """Tests for the BOP A_P / L_P composite marker selection."""
+
+ @pytest.fixture
+ def bop_options(self):
+ """Return the BOP options used by the composite tests."""
+ return {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "X", "label": "X"}],
+ "BOP_ACCOUNTING_ENTRY": [
+ {"value": "A_P", "label": "Assets"},
+ {"value": "L_P", "label": "Liabilities"},
+ ],
+ }
+
+ def test_a_p_marker_chooses_asset_candidate(self, mock_qb_factory, bop_options):
+ """A_P marker picks the candidate whose haystack mentions ASSET."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ indicators = [
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "A_P",
+ "parent_id": None,
+ "label": "Assets",
+ "series_id": "AP_S",
+ "indicator_code": "A_P",
+ "is_group": True,
+ "dimension_id": "BOP_ACCOUNTING_ENTRY",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "X_GENERIC_ONE",
+ "parent_id": "A_P",
+ "label": "X variant 1",
+ "series_id": "",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 3,
+ "depth": 1,
+ "id": "X_ASSETS_VARIANT",
+ "parent_id": "A_P",
+ "label": "X assets variant",
+ "series_id": "",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ },
+ ]
+ mock_qb, _ = mock_qb_factory(
+ dimensions=("COUNTRY", "INDICATOR", "BOP_ACCOUNTING_ENTRY"),
+ indicators=indicators,
+ options=bop_options,
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "",
+ "INDICATOR_code": "X",
+ "BOP_ACCOUNTING_ENTRY_code": "A_P",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ rows = [r for r in result["data"] if r.get("INDICATOR_code") == "X"]
+ assert any(r.get("hierarchy_node_id") == "X_ASSETS_VARIANT" for r in rows)
+
+ def test_l_p_marker_chooses_liability_candidate(self, mock_qb_factory, bop_options):
+ """L_P marker picks the candidate whose haystack mentions LIAB."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ indicators = [
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "L_P",
+ "parent_id": None,
+ "label": "Liabilities",
+ "series_id": "LP_S",
+ "indicator_code": "L_P",
+ "is_group": True,
+ "dimension_id": "BOP_ACCOUNTING_ENTRY",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "X_GENERIC_VARIANT",
+ "parent_id": "L_P",
+ "label": "X generic variant",
+ "series_id": "",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 3,
+ "depth": 1,
+ "id": "X_LIABILITIES_NODE",
+ "parent_id": "L_P",
+ "label": "X liability variant",
+ "series_id": "",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ },
+ ]
+ mock_qb, _ = mock_qb_factory(
+ dimensions=("COUNTRY", "INDICATOR", "BOP_ACCOUNTING_ENTRY"),
+ indicators=indicators,
+ options=bop_options,
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "",
+ "INDICATOR_code": "X",
+ "BOP_ACCOUNTING_ENTRY_code": "L_P",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ rows = [r for r in result["data"] if r.get("INDICATOR_code") == "X"]
+ assert any(r.get("hierarchy_node_id") == "X_LIABILITIES_NODE" for r in rows)
+
+ def test_no_marker_match_falls_back_to_first_candidate(self, mock_qb_factory):
+ """When no candidate carries the marker, the first candidate is returned."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ options = {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "X", "label": "X"}],
+ "BOP_ACCOUNTING_ENTRY": [
+ {"value": "A_T", "label": "A_T"},
+ ],
+ }
+ indicators = [
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "A_T",
+ "parent_id": None,
+ "label": "Combined",
+ "series_id": "",
+ "indicator_code": "A_T",
+ "is_group": True,
+ "dimension_id": "BOP_ACCOUNTING_ENTRY",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "PLAIN_NODE_ONE",
+ "parent_id": "A_T",
+ "label": "X variant 1",
+ "series_id": "PLAIN_SERIES_1",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 3,
+ "depth": 1,
+ "id": "PLAIN_NODE_TWO",
+ "parent_id": "A_T",
+ "label": "X variant 2",
+ "series_id": "PLAIN_SERIES_2",
+ "indicator_code": "X",
+ "dimension_id": "INDICATOR",
+ },
+ ]
+ mock_qb, _ = mock_qb_factory(
+ dimensions=("COUNTRY", "INDICATOR", "BOP_ACCOUNTING_ENTRY"),
+ indicators=indicators,
+ options=options,
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "",
+ "INDICATOR_code": "X",
+ "BOP_ACCOUNTING_ENTRY_code": "A_T",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ rows = [r for r in result["data"] if r.get("INDICATOR_code") == "X"]
+ assert rows
+
+
+class TestNetLikeParentFallback:
+ """Tests for the NET-like parent fallback when NETCD_T is absent."""
+
+ def test_net_like_parent_used_when_netcd_t_missing(self, mock_qb_factory):
+ """A parent whose name starts with NET resolves CD_T/DB_T rows when NETCD_T missing."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ options = {
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "Y", "label": "Y"}],
+ "BOP_ACCOUNTING_ENTRY": [
+ {"value": "NETPLUS", "label": "Net Plus"},
+ {"value": "CD_T", "label": "Credit"},
+ {"value": "DB_T", "label": "Debit"},
+ ],
+ }
+ indicators = [
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "NETPLUS",
+ "parent_id": None,
+ "label": "Net Plus",
+ "series_id": "",
+ "indicator_code": "NETPLUS",
+ "is_group": True,
+ "dimension_id": "BOP_ACCOUNTING_ENTRY",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "Y_UNDER_NETPLUS",
+ "parent_id": "NETPLUS",
+ "label": "Y composite",
+ "series_id": "",
+ "indicator_code": "Y",
+ "dimension_id": "INDICATOR",
+ },
+ ]
+ mock_qb, _ = mock_qb_factory(
+ dimensions=("COUNTRY", "INDICATOR", "BOP_ACCOUNTING_ENTRY"),
+ indicators=indicators,
+ options=options,
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "",
+ "INDICATOR_code": "Y",
+ "BOP_ACCOUNTING_ENTRY_code": "CD_T",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ rows = [r for r in result["data"] if r.get("INDICATOR_code") == "Y"]
+ assert any(r.get("parent_code") == "NETPLUS" for r in rows)
+
+
+class TestRowWithoutHierMatch:
+ """Tests for rows that fail every hierarchy-matching strategy."""
+
+ def test_unmatched_row_dropped(self, mock_qb_factory):
+ """A row whose indicator_code doesn't appear in the hierarchy is dropped."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "CAB",
+ "parent_id": None,
+ "label": "CAB",
+ "series_id": "CAB_S",
+ "indicator_code": "CAB",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "CAB", "label": "CAB"}],
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CAB_S",
+ "INDICATOR_code": "CAB",
+ "indicator_code": "CAB",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ },
+ {
+ "series_id": "OTHER_SERIES",
+ "INDICATOR_code": "TOTALLY_UNRELATED",
+ "indicator_code": "TOTALLY_UNRELATED",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 99,
+ },
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ codes = {r.get("INDICATOR_code") for r in result["data"]}
+ assert "TOTALLY_UNRELATED" not in codes
+
+
+class TestSectorPrefixEmptyName:
+ """Tests for the sector_prefix present but sector name empty branch."""
+
+ def test_sector_prefix_with_empty_name_falls_through(self, mock_qb_factory):
+ """A sector_prefix mapped to an empty name skips the sector decoration."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "S99_X",
+ "parent_id": None,
+ "label": "S99_X",
+ "series_id": "S99_X_S",
+ "indicator_code": "S99_X",
+ "dimension_id": "INDICATOR",
+ }
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [{"value": "S99_X", "label": "S99_X"}],
+ },
+ codelist_cache={
+ "CL_SECTOR": {"S99": ""},
+ "CL_BOP_INDICATOR": {"S99_X": "Indicator Name"},
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "S99_X_S",
+ "INDICATOR_code": "S99_X",
+ "indicator_code": "S99_X",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ row = next(r for r in result["data"] if r.get("INDICATOR_code") == "S99_X")
+ assert row["title"] == "Indicator Name"
+
+
+class TestHeaderLabelUnitSuffixTrim:
+ """Tests for header-row codelist-name unit-suffix trimming."""
+
+ def test_header_codelist_unit_suffix_trimmed(self, mock_qb_factory):
+ """A unit-pattern suffix on the codelist name is trimmed for headers."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "PARENT",
+ "parent_id": None,
+ "label": "PARENT",
+ "series_id": "",
+ "indicator_code": "PARENT",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "CHILD",
+ "parent_id": "PARENT",
+ "label": "Child",
+ "series_id": "CHILD_S",
+ "indicator_code": "CHILD",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "PARENT", "label": "PARENT"},
+ {"value": "CHILD", "label": "CHILD"},
+ ],
+ },
+ codelist_cache={
+ "CL_BOP_INDICATOR": {
+ "PARENT": "Parent Group Name, US dollar",
+ "CHILD": "Child indicator",
+ }
+ },
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CHILD_S",
+ "INDICATOR_code": "CHILD",
+ "indicator_code": "CHILD",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ headers = [
+ r
+ for r in result["data"]
+ if r.get("is_category_header") and r.get("indicator_code") == "PARENT"
+ ]
+ assert headers
+ title = headers[0]["title"]
+ assert "US dollar" not in title
+ assert "Parent Group Name" in title
+
+
+class TestHeaderGfsSuffixTrim:
+ """Tests for the GFS-suffix trim in the header-label loop."""
+
+ def test_header_gfs_suffix_trimmed(self, mock_qb_factory):
+ """GFS suffixes on the base_label are trimmed."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "PARENT",
+ "parent_id": None,
+ "label": "Revenue Items, Stock positions",
+ "series_id": "",
+ "indicator_code": "PARENT",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "CHILD",
+ "parent_id": "PARENT",
+ "label": "Child",
+ "series_id": "CHILD_S",
+ "indicator_code": "CHILD",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "PARENT", "label": "PARENT"},
+ {"value": "CHILD", "label": "CHILD"},
+ ],
+ },
+ codelist_cache={"CL_BOP_INDICATOR": {"CHILD": "Child indicator"}},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CHILD_S",
+ "INDICATOR_code": "CHILD",
+ "indicator_code": "CHILD",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ headers = [
+ r
+ for r in result["data"]
+ if r.get("is_category_header") and r.get("indicator_code") == "PARENT"
+ ]
+ assert headers
+ assert "Stock positions" not in headers[0]["title"]
+ assert "Revenue Items" in headers[0]["title"]
+
+
+class TestHeaderScaleOnly:
+ """Tests for the header title with valid scale only."""
+
+ def test_header_with_only_scale_renders_scale(self, mock_qb_factory):
+ """A header with a scale but no unit renders ``Label (Scale)``."""
+ from openbb_imf.utils.table_builder import ImfTableBuilder
+
+ mock_qb, _ = mock_qb_factory(
+ indicators=[
+ {
+ "order": 1,
+ "depth": 0,
+ "id": "PARENT",
+ "parent_id": None,
+ "label": "Parent Header",
+ "series_id": "",
+ "indicator_code": "PARENT",
+ "is_group": True,
+ "dimension_id": "INDICATOR",
+ },
+ {
+ "order": 2,
+ "depth": 1,
+ "id": "CHILD",
+ "parent_id": "PARENT",
+ "label": "Child",
+ "series_id": "CHILD_S",
+ "indicator_code": "CHILD",
+ "dimension_id": "INDICATOR",
+ },
+ ],
+ options={
+ "COUNTRY": [{"value": "USA", "label": "USA"}],
+ "INDICATOR": [
+ {"value": "PARENT", "label": "PARENT"},
+ {"value": "CHILD", "label": "CHILD"},
+ ],
+ },
+ codelist_cache={"CL_BOP_INDICATOR": {"CHILD": "Child indicator"}},
+ )
+ mock_qb.fetch_data.return_value = {
+ "data": [
+ {
+ "series_id": "CHILD_S",
+ "INDICATOR_code": "CHILD",
+ "indicator_code": "CHILD",
+ "scale": "Millions",
+ "TIME_PERIOD": "2020",
+ "OBS_VALUE": 1,
+ }
+ ],
+ "metadata": {},
+ }
+ builder = ImfTableBuilder()
+ result = builder.get_table("BOP", "H_TEST", COUNTRY="USA")
+ headers = [
+ r
+ for r in result["data"]
+ if r.get("is_category_header") and r.get("indicator_code") == "PARENT"
+ ]
+ assert headers
+ assert headers[0]["title"] == "Parent Header (Millions)"
diff --git a/openbb_platform/providers/imf/tests/test_table_presentation.py b/openbb_platform/providers/imf/tests/test_table_presentation.py
new file mode 100644
index 00000000000..00b8e773be2
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_table_presentation.py
@@ -0,0 +1,3525 @@
+"""Tests for openbb_imf.utils.table_presentation."""
+
+# ruff: noqa: I001
+
+from __future__ import annotations
+
+from typing import Any
+
+import pandas as pd
+import pytest
+
+from openbb_core.app.model.abstract.warning import OpenBBWarning
+
+from openbb_imf.utils.table_presentation import (
+ HierarchyContext,
+ build_order_title_level,
+ check_missing_country_data,
+ extract_unit_from_label,
+ extract_unit_scale_from_title,
+ format_unit_suffix,
+ is_bop_suffix_only,
+ parse_unit_and_scale,
+ pivot_indicator_mode,
+ pivot_table_data,
+ pivot_table_mode,
+ strip_title_suffix,
+)
+
+
+class TestExtractUnitFromLabel:
+ """Tests for extract_unit_from_label."""
+
+ def test_empty_returns_none(self):
+ """Empty string yields None."""
+ assert extract_unit_from_label("") is None
+
+ def test_paren_with_unit_keyword(self):
+ """Trailing parenthetical containing a keyword is returned."""
+ assert (
+ extract_unit_from_label("GDP (Millions of US Dollar)")
+ == "Millions of US Dollar"
+ )
+
+ def test_paren_no_keyword_returns_none(self):
+ """Trailing parenthetical with no unit keyword returns None."""
+ assert extract_unit_from_label("GDP (seasonally adjusted)") is None
+
+ def test_paren_no_leading_space_returns_none(self):
+ """A '(' without leading space is not treated as a unit."""
+ assert extract_unit_from_label("(USD)") is None
+
+ def test_comma_per_phrase(self):
+ """A ', X per Y' suffix yields the last part."""
+ assert (
+ extract_unit_from_label("Trade, US dollars per metric tonne")
+ == "US dollars per metric tonne"
+ )
+
+ def test_comma_unit_keyword(self):
+ """A ', percent' style suffix is returned."""
+ assert extract_unit_from_label("Inflation, percent") == "percent"
+
+ def test_comma_no_keyword_returns_none(self):
+ """A trailing comma part that has no keyword returns None."""
+ assert extract_unit_from_label("Trade, exports") is None
+
+ def test_no_comma_no_paren(self):
+ """A plain label returns None."""
+ assert extract_unit_from_label("Population") is None
+
+
+class TestParseUnitAndScale:
+ """Tests for parse_unit_and_scale."""
+
+ def test_empty_returns_none_none(self):
+ """Empty input yields (None, None)."""
+ assert parse_unit_and_scale("") == (None, None)
+ assert parse_unit_and_scale(None) == (None, None)
+
+ def test_percent_of_pattern(self):
+ """'Percent of GDP' splits into ('Percent', 'of Gdp')."""
+ unit, scale = parse_unit_and_scale("Percent of GDP")
+ assert unit == "Percent"
+ assert scale == "of Gdp"
+
+ def test_per_pattern(self):
+ """'US Dollar per metric tonne' splits into unit and scale."""
+ unit, scale = parse_unit_and_scale("US Dollar per metric tonne")
+ assert unit == "US Dollar"
+ assert scale == "Per Metric Tonne"
+
+ def test_scale_prefix(self):
+ """'Millions, X' yields unit X and scale 'Millions'."""
+ unit, scale = parse_unit_and_scale("Millions, US Dollar")
+ assert unit == "US Dollar"
+ assert scale == "Millions"
+
+ def test_scale_suffix(self):
+ """'X, Millions' yields unit X and scale 'Millions'."""
+ unit, scale = parse_unit_and_scale("US Dollar, Millions")
+ assert unit == "US Dollar"
+ assert scale == "Millions"
+
+ def test_unit_keyword_at_end(self):
+ """A trailing unit keyword after comma extracts unit."""
+ unit, scale = parse_unit_and_scale("Some scale, Percent")
+ assert unit == "Percent"
+ assert scale == "Some scale"
+
+ def test_scale_only(self):
+ """A bare scale word becomes scale with None unit."""
+ unit, scale = parse_unit_and_scale("Per capita")
+ assert unit is None
+ assert scale == "Per capita"
+
+ def test_unknown_string_returns_as_unit(self):
+ """An unrecognized string is returned as a unit only."""
+ unit, scale = parse_unit_and_scale("Strange unit")
+ assert unit == "Strange unit"
+ assert scale is None
+
+
+class TestStripTitleSuffix:
+ """Tests for strip_title_suffix."""
+
+ def test_transactions_suffix(self):
+ """', Transactions' suffix is stripped."""
+ assert strip_title_suffix("Goods, Transactions") == "Goods"
+
+ def test_stocks_suffix(self):
+ """', Stocks' suffix is stripped."""
+ assert strip_title_suffix("Assets, Stocks") == "Assets"
+
+ def test_paren_unit_suffix_stripped(self):
+ """A trailing parenthetical with a unit pattern is stripped."""
+ assert strip_title_suffix("GDP (Millions)") == "GDP"
+
+ def test_paren_non_unit_kept(self):
+ """A trailing parenthetical without unit pattern is kept."""
+ assert strip_title_suffix("GDP (Seasonally adjusted)") == (
+ "GDP (Seasonally adjusted)"
+ )
+
+ def test_plain_unchanged(self):
+ """A plain title is returned unchanged."""
+ assert strip_title_suffix("GDP") == "GDP"
+
+
+class TestFormatUnitSuffix:
+ """Tests for format_unit_suffix."""
+
+ def test_both(self):
+ """Unit and scale combine into ' (unit, scale)'."""
+ assert format_unit_suffix("US Dollar", "Millions") == " (US Dollar, Millions)"
+
+ def test_unit_only(self):
+ """Unit alone yields ' (unit)'."""
+ assert format_unit_suffix("Percent", None) == " (Percent)"
+
+ def test_skips_units_scale(self):
+ """The literal scale 'Units' is filtered out."""
+ assert format_unit_suffix("Item", "Units") == " (Item)"
+
+ def test_dash_and_nan_filtered(self):
+ """Values like '-' and 'nan' are filtered out."""
+ assert format_unit_suffix("-", "nan") == ""
+ assert format_unit_suffix(None, None) == ""
+
+ def test_non_string_input(self):
+ """Non-string inputs are ignored."""
+ assert format_unit_suffix(123, 456) == ""
+
+
+class TestExtractUnitScaleFromTitle:
+ """Tests for extract_unit_scale_from_title."""
+
+ def test_empty(self):
+ """Empty input yields (None, None)."""
+ assert extract_unit_scale_from_title("") == (None, None)
+
+ def test_paren_single_scale(self):
+ """A single scale-only parenthetical produces only a scale."""
+ unit, scale = extract_unit_scale_from_title("GDP (Millions)")
+ assert unit is None
+ assert scale == "Millions"
+
+ def test_paren_single_unit_only(self):
+ """A single non-scale-pattern paren returns it as unit if pattern matches."""
+ unit, scale = extract_unit_scale_from_title("GDP (US dollar, Percent)")
+ assert unit == "US dollar"
+ assert scale == "Percent"
+
+ def test_paren_single_non_pattern(self):
+ """A single unit element without a known scale becomes unit."""
+ unit, scale = extract_unit_scale_from_title("GDP (Foo Percent)")
+ assert unit == "Foo Percent"
+ assert scale is None
+
+ def test_paren_two_parts(self):
+ """A two-part parenthetical yields (first, second)."""
+ unit, scale = extract_unit_scale_from_title("GDP (US Dollar, Millions)")
+ assert unit == "US Dollar"
+ assert scale == "Millions"
+
+ def test_paren_with_no_scale_pattern_falls_through(self):
+ """A paren without a known scale pattern falls through to comma logic."""
+ unit, scale = extract_unit_scale_from_title("Trade, US dollars")
+ assert unit == "US dollars"
+ assert scale is None
+
+ def test_no_match_returns_none(self):
+ """A plain title yields (None, None)."""
+ assert extract_unit_scale_from_title("Population") == (None, None)
+
+
+class TestIsBopSuffixOnly:
+ """Tests for is_bop_suffix_only."""
+
+ def test_empty(self):
+ """Empty string returns False."""
+ assert is_bop_suffix_only("") is False
+
+ def test_only_punctuation(self):
+ """Punctuation-only normalizes to empty and returns True."""
+ assert is_bop_suffix_only(", :") is True
+
+ def test_lowercase_first_word(self):
+ """A lowercase first word is treated as BOP suffix only."""
+ assert is_bop_suffix_only("net flows") is True
+
+ def test_bop_term(self):
+ """Recognized BOP terms return True."""
+ assert is_bop_suffix_only("Credit") is True
+ assert is_bop_suffix_only("Assets (excl. reserves)") is True
+
+ def test_non_bop_term(self):
+ """A normal title returns False."""
+ assert is_bop_suffix_only("Goods") is False
+
+ def test_bop_paren_stripping(self):
+ """A trailing paren is stripped before bop check."""
+ assert is_bop_suffix_only("Assets (some context)") is True
+
+
+class TestHierarchyContextSiblings:
+ """Tests for HierarchyContext._get_true_siblings and sibling prefix logic."""
+
+ def test_sort_on_init(self):
+ """Order list is sorted by order value."""
+ ctx = HierarchyContext(
+ [(3.0, "C", 1, False), (1.0, "A", 0, True), (2.0, "B", 1, False)]
+ )
+ assert [t[0] for t in ctx.order_title_level] == [1.0, 2.0, 3.0]
+
+ def test_missing_target_returns_empty(self):
+ """If target order not found, returns []."""
+ ctx = HierarchyContext([(1.0, "A", 0, False)])
+ assert ctx._get_true_siblings(99.0, 0) == []
+
+ def test_siblings_consecutive(self):
+ """Consecutive same-level rows are siblings."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Parent", 0, True),
+ (2.0, "Goods, Credit", 1, False),
+ (3.0, "Goods, Debit", 1, False),
+ (4.0, "Goods, Net", 1, False),
+ ]
+ )
+ sibs = ctx._get_true_siblings(2.0, 1)
+ assert {t for _, t in sibs} == {"Goods, Credit", "Goods, Debit", "Goods, Net"}
+
+ def test_sibling_common_prefix_below_three(self):
+ """Fewer than 3 siblings yields no common prefix."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Goods, Credit", 1, False),
+ (2.0, "Goods, Debit", 1, False),
+ ]
+ )
+ assert ctx.find_sibling_common_prefix(1.0, "Goods, Credit") is None
+
+ def test_sibling_common_prefix_target_missing(self):
+ """Target order not in list returns None."""
+ ctx = HierarchyContext([(1.0, "X", 0, False)])
+ assert ctx.find_sibling_common_prefix(99.0, "X") is None
+
+ def test_sibling_common_prefix_bop_endings_returns_none(self):
+ """All-BOP-ending siblings skip prefix detection."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Goods, Credit", 1, False),
+ (2.0, "Goods, Debit", 1, False),
+ (3.0, "Goods, Net", 1, False),
+ ]
+ )
+ assert ctx.find_sibling_common_prefix(1.0, "Goods, Credit") is None
+
+ def test_sibling_common_prefix_real_match(self):
+ """A shared multi-segment prefix among non-BOP siblings is detected."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade, Goods, Exports", 1, False),
+ (2.0, "Trade, Goods, Imports", 1, False),
+ (3.0, "Trade, Goods, Balance", 1, False),
+ ]
+ )
+ prefix = ctx.find_sibling_common_prefix(1.0, "Trade, Goods, Exports")
+ assert prefix == "Trade, Goods, "
+
+ def test_sibling_common_prefix_displayed_filter(self):
+ """displayed_orders filter culls to < 3 siblings -> None."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade, A", 1, False),
+ (2.0, "Trade, B", 1, False),
+ (3.0, "Trade, C", 1, False),
+ ]
+ )
+ assert (
+ ctx.find_sibling_common_prefix(1.0, "Trade, A", displayed_orders={1.0})
+ is None
+ )
+
+ def test_sibling_common_prefix_no_common(self):
+ """If no common first segment, returns None."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "A, X", 1, False),
+ (2.0, "B, Y", 1, False),
+ (3.0, "C, Z", 1, False),
+ ]
+ )
+ assert ctx.find_sibling_common_prefix(1.0, "A, X") is None
+
+ def test_sibling_common_prefix_target_does_not_match(self):
+ """Target title that doesn't start with common prefix returns None."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade, A, X", 1, False),
+ (2.0, "Trade, A, Y", 1, False),
+ (3.0, "Trade, A, Z", 1, False),
+ ]
+ )
+ assert ctx.find_sibling_common_prefix(1.0, "Different, A, X") is None
+
+ def test_sibling_common_prefix_empty_titles(self):
+ """Empty sibling titles drop count below threshold."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "", 1, False),
+ (2.0, "", 1, False),
+ (3.0, "", 1, False),
+ ]
+ )
+ assert ctx.find_sibling_common_prefix(1.0, "X") is None
+
+
+class TestHierarchyContextBopGroup:
+ """Tests for HierarchyContext.find_bop_group_prefix."""
+
+ def test_no_bop_suffix(self):
+ """A title without a BOP suffix returns None."""
+ ctx = HierarchyContext([(1.0, "X", 0, False)])
+ assert ctx.find_bop_group_prefix(1.0, "Goods") is None
+
+ def test_net_suffix_skipped(self):
+ """A ', Net' suffix never returns a group prefix."""
+ ctx = HierarchyContext([(1.0, "Goods, Net", 0, False)])
+ assert ctx.find_bop_group_prefix(1.0, "Goods, Net") is None
+
+ def test_target_missing(self):
+ """Missing target order returns None."""
+ ctx = HierarchyContext([(1.0, "X", 0, False)])
+ assert ctx.find_bop_group_prefix(99.0, "Goods, Credit") is None
+
+ def test_no_matching_net(self):
+ """Credit without a matching Net sibling returns None."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Goods, Credit", 0, False),
+ (2.0, "Goods, Debit", 0, False),
+ ]
+ )
+ assert ctx.find_bop_group_prefix(1.0, "Goods, Credit") is None
+
+ def test_returns_prefix(self):
+ """Credit with a matching Net sibling returns the base prefix."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Goods, Credit", 0, False),
+ (2.0, "Goods, Debit", 0, False),
+ (3.0, "Goods, Net", 0, False),
+ ]
+ )
+ assert ctx.find_bop_group_prefix(1.0, "Goods, Credit") == "Goods, "
+
+ def test_displayed_filter(self):
+ """displayed_orders filter removes matching Net."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Goods, Credit", 0, False),
+ (2.0, "Goods, Debit", 0, False),
+ (3.0, "Goods, Net", 0, False),
+ ]
+ )
+ assert (
+ ctx.find_bop_group_prefix(1.0, "Goods, Credit", displayed_orders={1.0, 2.0})
+ is None
+ )
+
+
+class TestHierarchyContextBestPrefix:
+ """Tests for HierarchyContext.find_best_prefix."""
+
+ def test_missing_target(self):
+ """Missing target order returns None."""
+ ctx = HierarchyContext([(1.0, "X", 0, True)])
+ assert ctx.find_best_prefix(99.0, "Anything") is None
+
+ def test_no_ancestors(self):
+ """No ancestor rows -> None."""
+ ctx = HierarchyContext([(1.0, "Goods, Trade", 0, False)])
+ assert ctx.find_best_prefix(1.0, "Goods, Trade") is None
+
+ def test_direct_prefix(self):
+ """An ancestor title that is a prefix is returned."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade", 0, True),
+ (2.0, "Trade, Goods", 1, False),
+ ]
+ )
+ assert ctx.find_best_prefix(2.0, "Trade, Goods") == "Trade"
+
+ def test_displayed_filter_excludes_ancestor(self):
+ """Ancestor not in displayed_orders is skipped."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade", 0, True),
+ (2.0, "Trade, Goods", 1, False),
+ ]
+ )
+ assert ctx.find_best_prefix(2.0, "Trade, Goods", displayed_orders=set()) is None
+
+ def test_empty_ancestor_skipped(self):
+ """Empty ancestor titles are skipped."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "", 0, True),
+ (2.0, "Trade, Goods", 1, False),
+ ]
+ )
+ assert ctx.find_best_prefix(2.0, "Trade, Goods") is None
+
+ def test_phrase_match_with_separator(self):
+ """An ancestor key phrase can match via ': ' separator."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade Survey", 0, True),
+ (2.0, "Trade: Detail", 1, False),
+ ]
+ )
+ result = ctx.find_best_prefix(2.0, "Trade: Detail")
+ assert result == "Trade: "
+
+ def test_bop_only_remainder_returns_none(self):
+ """If remainder after stripping is BOP-only, return None."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade", 0, True),
+ (2.0, "Trade, Credit", 1, False),
+ ]
+ )
+ assert ctx.find_best_prefix(2.0, "Trade, Credit") is None
+
+ def test_picks_longest_prefix(self):
+ """When multiple ancestors match, the longest wins."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade", 0, True),
+ (2.0, "Trade Goods", 1, True),
+ (3.0, "Trade Goods, Exports", 2, False),
+ ]
+ )
+ assert ctx.find_best_prefix(3.0, "Trade Goods, Exports") == "Trade Goods"
+
+ def test_skip_repeat_levels(self):
+ """Once a level is seen, deeper rows at that level are skipped."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Foo", 0, True),
+ (2.0, "Bar", 0, True),
+ (3.0, "Bar, X", 1, False),
+ ]
+ )
+ result = ctx.find_best_prefix(3.0, "Bar, X")
+ assert result == "Bar"
+
+
+class TestHierarchyContextBestSuffix:
+ """Tests for HierarchyContext.find_best_suffix."""
+
+ def test_missing_target(self):
+ """Missing target order returns None."""
+ ctx = HierarchyContext([(1.0, "X", 0, True)])
+ assert ctx.find_best_suffix(99.0, "X, Y") is None
+
+ def test_no_ancestor_parts(self):
+ """No ancestors leaves nothing to match -> None."""
+ ctx = HierarchyContext([(1.0, "Goods, Trade", 0, False)])
+ assert ctx.find_best_suffix(1.0, "Goods, Trade") is None
+
+ def test_displayed_filter(self):
+ """Ancestor filtered out by displayed_orders is ignored."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Special", 0, True),
+ (2.0, "X, Special", 1, False),
+ ]
+ )
+ assert ctx.find_best_suffix(2.0, "X, Special", displayed_orders=set()) is None
+
+ def test_empty_ancestor_skipped(self):
+ """Empty ancestor titles are skipped."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "", 0, True),
+ (2.0, "X, Y", 1, False),
+ ]
+ )
+ assert ctx.find_best_suffix(2.0, "X, Y") is None
+
+ def test_protected_suffix_not_stripped(self):
+ """Protected BOP suffixes like 'Assets' are not removed."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Assets", 0, True),
+ (2.0, "X, Assets", 1, False),
+ ]
+ )
+ assert ctx.find_best_suffix(2.0, "X, Assets") is None
+
+ def test_returns_matching_suffix(self):
+ """A regular ancestor word that appears as suffix is returned."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Special", 0, True),
+ (2.0, "X, Special", 1, False),
+ ]
+ )
+ assert ctx.find_best_suffix(2.0, "X, Special") == ", Special"
+
+ def test_debtors_creditors_expansion(self):
+ """Debtors/Creditors ancestors are detected as suffix ancestors."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Debtors group", 0, True),
+ (2.0, "Foo, Debtors group", 1, False),
+ ]
+ )
+ ctx2 = HierarchyContext(
+ [
+ (1.0, "Creditors group", 0, True),
+ (2.0, "X, Creditors group", 1, False),
+ ]
+ )
+ ctx3 = HierarchyContext(
+ [
+ (1.0, "Financial assets", 0, True),
+ (2.0, "X, Financial assets", 1, False),
+ ]
+ )
+ assert ctx.find_best_suffix(2.0, "Foo, Debtors group") == ", Debtors group"
+ assert ctx2.find_best_suffix(2.0, "X, Creditors group") == ", Creditors group"
+ assert ctx3.find_best_suffix(2.0, "X, Financial assets") == ", Financial assets"
+
+ def test_liabilities_expansion(self):
+ """A 'Liabilities' ancestor adds 'Net incurrence of liabilities' and 'Total liabilities'."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Liabilities", 0, True),
+ (2.0, "X, Total liabilities", 1, False),
+ ]
+ )
+ assert (
+ ctx.find_best_suffix(2.0, "X, Total liabilities") == ", Total liabilities"
+ )
+
+
+class TestHierarchyContextAncestorPartPrefix:
+ """Tests for HierarchyContext.find_ancestor_part_prefix."""
+
+ def test_missing_target(self):
+ """Missing target order returns None."""
+ ctx = HierarchyContext([(1.0, "X", 0, True)])
+ assert ctx.find_ancestor_part_prefix(99.0, "X, Y") is None
+
+ def test_no_ancestor_parts(self):
+ """No ancestors -> None."""
+ ctx = HierarchyContext([(1.0, "Goods, Trade", 0, False)])
+ assert ctx.find_ancestor_part_prefix(1.0, "Goods, Trade") is None
+
+ def test_single_word_skipped(self):
+ """A single-word ancestor that's not strippable is ignored."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Foo", 0, True),
+ (2.0, "Foo, X", 1, False),
+ ]
+ )
+ assert ctx.find_ancestor_part_prefix(2.0, "Foo, X") is None
+
+ def test_assets_strippable(self):
+ """The single word 'Assets' is in the strippable set."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Assets", 0, True),
+ (2.0, "Assets, X", 1, False),
+ ]
+ )
+ assert ctx.find_ancestor_part_prefix(2.0, "Assets, X") == "Assets, "
+
+ def test_multi_word_ancestor_prefix(self):
+ """Multi-word ancestors strip a matching prefix."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Financial corporations", 0, True),
+ (2.0, "Financial corporations, X", 1, False),
+ ]
+ )
+ assert (
+ ctx.find_ancestor_part_prefix(2.0, "Financial corporations, X")
+ == "Financial corporations, "
+ )
+
+ def test_displayed_filter(self):
+ """Ancestor filtered by displayed_orders is ignored."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Financial corporations", 0, True),
+ (2.0, "Financial corporations, X", 1, False),
+ ]
+ )
+ assert (
+ ctx.find_ancestor_part_prefix(
+ 2.0, "Financial corporations, X", displayed_orders=set()
+ )
+ is None
+ )
+
+ def test_bop_remainder_skipped(self):
+ """A remainder that's BOP-only is skipped (loop continues)."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Financial corporations", 0, True),
+ (2.0, "Financial corporations, Net", 1, False),
+ ]
+ )
+ assert ctx.find_ancestor_part_prefix(2.0, "Financial corporations, Net") is None
+
+ def test_self_skip(self):
+ """Ancestors equal to target title are skipped."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Foo bar", 0, True),
+ (2.0, "Foo bar", 1, False),
+ ]
+ )
+ assert ctx.find_ancestor_part_prefix(2.0, "Foo bar") is None
+
+ def test_child_prefix_long_form(self):
+ """A long comma-prefix matching an ancestor word triggers fallback."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "International investment position", 0, True),
+ (2.0, "International investment, Detail", 1, False),
+ ]
+ )
+ result = ctx.find_ancestor_part_prefix(2.0, "International investment, Detail")
+ assert result == "International investment, "
+
+
+class TestHierarchyContextSimplifyTitle:
+ """Tests for HierarchyContext.simplify_title."""
+
+ def test_strip_suffix_only(self):
+ """A bare title with a unit suffix is stripped."""
+ ctx = HierarchyContext([(1.0, "Plain (Millions)", 0, False)])
+ assert ctx.simplify_title(1.0, "Plain (Millions)") == "Plain"
+
+ def test_prefix_then_suffix(self):
+ """Prefix from ancestor is removed."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade", 0, True),
+ (2.0, "Trade, Goods", 1, False),
+ ]
+ )
+ assert ctx.simplify_title(2.0, "Trade, Goods") == "Goods"
+
+ def test_bop_only_restored(self):
+ """If stripping leaves a BOP-only term, original is restored."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade", 0, True),
+ (2.0, "Trade, Net", 1, False),
+ (3.0, "Trade, Credit", 1, False),
+ ]
+ )
+ out = ctx.simplify_title(2.0, "Trade, Net")
+ assert out == "Trade, Net"
+
+ def test_empty_restored(self):
+ """If stripping yields empty, original is restored."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Foo", 0, True),
+ (2.0, "Foo", 1, False),
+ ]
+ )
+ out = ctx.simplify_title(2.0, "Foo")
+ assert out == "Foo"
+
+ def test_bop_group_stripped_keeps_short(self):
+ """BOP group stripping keeps a short like 'Credit'."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Goods, Credit", 0, False),
+ (2.0, "Goods, Debit", 0, False),
+ (3.0, "Goods, Net", 0, False),
+ ]
+ )
+ out = ctx.simplify_title(1.0, "Goods, Credit")
+ assert out == "Credit"
+
+ def test_sibling_prefix_strip(self):
+ """A common multi-segment sibling prefix is stripped."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Trade, Goods, Exports", 1, False),
+ (2.0, "Trade, Goods, Imports", 1, False),
+ (3.0, "Trade, Goods, Balance", 1, False),
+ ]
+ )
+ out = ctx.simplify_title(1.0, "Trade, Goods, Exports")
+ assert out == "Exports"
+
+ def test_best_suffix_strip(self):
+ """An ancestor suffix that appears is removed."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Special", 0, True),
+ (2.0, "X, Special", 1, False),
+ ]
+ )
+ out = ctx.simplify_title(2.0, "X, Special")
+ assert out == "X"
+
+
+class TestBuildOrderTitleLevel:
+ """Tests for build_order_title_level."""
+
+ def test_header_row_picked(self):
+ """The header row with longest title is used."""
+ df = pd.DataFrame(
+ [
+ {
+ "order": 1.0,
+ "title": "Short",
+ "level": 0,
+ "is_category_header": True,
+ },
+ {
+ "order": 1.0,
+ "title": "Longer header title",
+ "level": 0,
+ "is_category_header": True,
+ },
+ ]
+ )
+ out = build_order_title_level(df)
+ assert out == [(1.0, "Longer header title", 0, True)]
+
+ def test_data_row_when_no_header(self):
+ """Without a header row, the longest data row is used."""
+ df = pd.DataFrame(
+ [
+ {
+ "order": 2.0,
+ "title": "A",
+ "level": 1,
+ "is_category_header": False,
+ },
+ {
+ "order": 2.0,
+ "title": "AAAA",
+ "level": 1,
+ "is_category_header": False,
+ },
+ ]
+ )
+ out = build_order_title_level(df)
+ assert out == [(2.0, "AAAA", 1, False)]
+
+ def test_drops_na_orders(self):
+ """Rows with NaN order are dropped."""
+ df = pd.DataFrame(
+ [
+ {
+ "order": None,
+ "title": "X",
+ "level": 0,
+ "is_category_header": False,
+ },
+ {
+ "order": 1.0,
+ "title": "Y",
+ "level": 0,
+ "is_category_header": False,
+ },
+ ]
+ )
+ out = build_order_title_level(df)
+ assert out == [(1.0, "Y", 0, False)]
+
+ def test_sorted(self):
+ """Results are sorted by order ascending."""
+ df = pd.DataFrame(
+ [
+ {
+ "order": 3.0,
+ "title": "C",
+ "level": 0,
+ "is_category_header": False,
+ },
+ {
+ "order": 1.0,
+ "title": "A",
+ "level": 0,
+ "is_category_header": False,
+ },
+ {
+ "order": 2.0,
+ "title": "B",
+ "level": 0,
+ "is_category_header": False,
+ },
+ ]
+ )
+ out = build_order_title_level(df)
+ assert [t[0] for t in out] == [1.0, 2.0, 3.0]
+
+
+class TestCheckMissingCountryData:
+ """Tests for check_missing_country_data."""
+
+ def test_no_warning_when_data_present(self):
+ """Country with data in selected dates does not warn."""
+ df = pd.DataFrame(
+ [
+ {"country": "USA", "country_code": "USA", "date": "2020-01-01"},
+ ]
+ )
+ check_missing_country_data(df, ["USA"], ["2020-01-01"], ["USA"])
+
+ def test_warns_when_missing(self):
+ """Country missing data in selected dates produces a warning."""
+ df = pd.DataFrame(
+ [
+ {"country": "USA", "country_code": "USA", "date": "2019-01-01"},
+ {"country": "GBR", "country_code": "GBR", "date": "2020-01-01"},
+ ]
+ )
+ with pytest.warns(OpenBBWarning, match="No data for 'USA'"):
+ check_missing_country_data(df, ["USA"], ["2020-01-01"], ["USA", "GBR"])
+
+ def test_match_by_country_code(self):
+ """A requested code matches via country_code column."""
+ df = pd.DataFrame(
+ [
+ {
+ "country": "United States",
+ "country_code": "USA",
+ "date": "2019-01-01",
+ }
+ ]
+ )
+ with pytest.warns(OpenBBWarning):
+ check_missing_country_data(df, ["USA"], ["2020-01-01"], ["United States"])
+
+
+class TestPivotIndicatorMode:
+ """Tests for pivot_indicator_mode."""
+
+ def test_basic_pivot(self):
+ """A basic dataset pivots into MultiIndex DataFrame."""
+ df = pd.DataFrame(
+ [
+ {
+ "title": "GDP",
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 100.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ },
+ {
+ "title": "GDP",
+ "country": "USA",
+ "date": "2021-01-01",
+ "value": 110.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ },
+ ]
+ )
+ result = pivot_indicator_mode(df, ["2020-01-01", "2021-01-01"], ["USA"])
+ assert not result.empty
+ assert ("GDP", "USA", "US Dollar", "Millions") in result.index
+
+ def test_skips_nan_title(self):
+ """Rows with NaN title are skipped."""
+ df = pd.DataFrame(
+ [
+ {
+ "title": None,
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 5.0,
+ "unit": "US",
+ "scale": "M",
+ }
+ ]
+ )
+ result = pivot_indicator_mode(df, ["2020-01-01"], ["USA"])
+ assert result.empty
+
+ def test_country_with_no_data_skipped(self):
+ """Country with no rows for a title is skipped."""
+ df = pd.DataFrame(
+ [
+ {
+ "title": "GDP",
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 1.0,
+ "unit": "U",
+ "scale": "S",
+ }
+ ]
+ )
+ result = pivot_indicator_mode(df, ["2020-01-01"], ["USA", "GBR"])
+ assert ("GDP", "USA", "U", "S") in result.index
+ assert ("GDP", "GBR", "U", "S") not in result.index
+
+ def test_dash_unit_treated_as_none_then_parsed(self):
+ """'-' unit/scale gets replaced via title parsing."""
+ df = pd.DataFrame(
+ [
+ {
+ "title": "GDP (US Dollar, Millions)",
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 1.0,
+ "unit": "-",
+ "scale": "-",
+ }
+ ]
+ )
+ result = pivot_indicator_mode(df, ["2020-01-01"], ["USA"])
+ assert (
+ "GDP (US Dollar, Millions)",
+ "USA",
+ "US Dollar",
+ "Millions",
+ ) in result.index
+
+ def test_all_zero_dropped(self):
+ """A series whose only values are zero is omitted."""
+ df = pd.DataFrame(
+ [
+ {
+ "title": "GDP",
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 0.0,
+ "unit": "U",
+ "scale": "S",
+ }
+ ]
+ )
+ result = pivot_indicator_mode(df, ["2020-01-01"], ["USA"])
+ assert result.empty
+
+
+class TestPivotTableMode:
+ """Tests for pivot_table_mode."""
+
+ @staticmethod
+ def _base_df(rows: list[dict[str, Any]]) -> pd.DataFrame:
+ """Build a DataFrame from row dicts with required columns defaulted."""
+ defaults = {
+ "title": "",
+ "level": 0,
+ "order": 0.0,
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": float("nan"),
+ "unit": "",
+ "scale": "",
+ "is_category_header": False,
+ "hierarchy_node_id": None,
+ "parent_id": None,
+ "indicator_code": None,
+ "symbol": "S",
+ }
+ out = []
+ for r in rows:
+ d = dict(defaults)
+ d.update(r)
+ out.append(d)
+ return pd.DataFrame(out)
+
+ def test_simple_hierarchy(self):
+ """A simple two-row hierarchy pivots into rows with indented titles."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ "parent_id": None,
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade, Goods",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "TRD_G",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade Table", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert not result.empty
+ titles = [idx[0] for idx in result.index]
+ assert any("Trade" in t for t in titles)
+
+ def test_no_data_returns_empty_df(self):
+ """If no rows have any data, result is an empty DataFrame."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade Table", "dataflow_id": "BOP"}}
+ try:
+ pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ except KeyError:
+ pass
+
+ def test_inherited_unit_scale_from_parent(self):
+ """A child without unit/scale inherits from its parent's order."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ "unit": "US Dollar",
+ "scale": "Millions",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade, Goods",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "indicator_code": "TRD_G",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade Table", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert not result.empty
+
+ def test_isora_filters_non_topic_headers(self):
+ """For ISORA dataflows, non-topic headers are skipped."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Some random header",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade, Goods",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "TRD_G",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "ISORA Survey", "dataflow_id": "ISORA"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_isora_topic_header_kept(self):
+ """For ISORA, topic-style headers (numbered) are kept."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "1. Some topic",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "1. Some topic, Detail",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 7.0,
+ "unit": "Percent",
+ "scale": "Units",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "ISORA Survey", "dataflow_id": "ISORA"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert not result.empty
+
+ def test_first_level0_data_adds_table_header(self):
+ """If the first level-0 row is data (not a header), a table header row is added."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Direct Data",
+ "is_category_header": False,
+ "hierarchy_node_id": "n1",
+ "value": 1.5,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "DD",
+ },
+ ]
+ )
+ meta = {
+ "table": {
+ "hierarchy_name": "Trade Statistics",
+ "dataflow_id": "BOP",
+ }
+ }
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert any("TRADE STATISTICS" in t for t in titles)
+
+ def test_dimension_grouping_with_counterpart_country(self):
+ """Counterpart country grouping renders โธ group / country rows."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 10.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "G001",
+ "counterpart_country": "World",
+ "indicator_code": "B",
+ "series_id": "s1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "GBR",
+ "counterpart_country": "United Kingdom",
+ "indicator_code": "B",
+ "series_id": "s2",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 3.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "G002",
+ "counterpart_country": "Europe",
+ "indicator_code": "B",
+ "series_id": "s3",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert not result.empty
+ titles = [idx[0] for idx in result.index]
+ assert any("World" in t or "Bilateral" in t for t in titles)
+
+ def test_sector_multi_dim(self):
+ """Multiple SECTOR codes group under a header with sector indents."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Indicator",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Detail",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S1",
+ "sector": "Households",
+ "indicator_code": "I1",
+ "series_id": "p1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Detail",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S2",
+ "sector": "Corporations",
+ "indicator_code": "I1",
+ "series_id": "p2",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Indicator", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert not result.empty
+
+ def test_bop_credit_debit_net_grouping(self):
+ """BOP Credit/Debit/Net sibling grouping is exercised."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Goods, Credit",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "G_C",
+ },
+ {
+ "order": 3.0,
+ "level": 1,
+ "title": "Goods, Debit",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "G_D",
+ },
+ {
+ "order": 4.0,
+ "level": 1,
+ "title": "Goods, Net",
+ "hierarchy_node_id": "n4",
+ "parent_id": "n1",
+ "value": 3.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "G_N",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert not result.empty
+ titles = [idx[0] for idx in result.index]
+ assert any("Credit" in t or "Debit" in t or "Net" in t for t in titles)
+
+
+class TestPivotTableData:
+ """Tests for pivot_table_data dispatcher."""
+
+ def test_no_hierarchy_indicator_mode(self):
+ """When no 'order' column exists, indicator mode is used."""
+ records = [
+ {
+ "title": "GDP",
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 100.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ }
+ ]
+ result = pivot_table_data(records, country="USA", limit=None, metadata={})
+ assert isinstance(result, pd.DataFrame)
+ assert ("GDP", "USA", "US Dollar", "Millions") in result.index
+
+ def test_with_hierarchy_table_mode(self):
+ """When 'order' column has values, table mode is used."""
+ records = [
+ {
+ "title": "Trade",
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": 0.0,
+ "level": 0,
+ "order": 1.0,
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ "parent_id": None,
+ "indicator_code": None,
+ "unit": "",
+ "scale": "",
+ "symbol": "S",
+ },
+ {
+ "title": "Trade, Goods",
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": 5.0,
+ "level": 1,
+ "order": 2.0,
+ "is_category_header": False,
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "indicator_code": "TRD_G",
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "symbol": "S",
+ },
+ ]
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_data(records, country="USA", limit=1, metadata=meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_limit_zero_returns_all_dates(self):
+ """limit=0 falls back to all dates."""
+ records = [
+ {
+ "title": "GDP",
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 100.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ }
+ ]
+ result = pivot_table_data(records, country=None, limit=0, metadata={})
+ assert isinstance(result, pd.DataFrame)
+
+
+class TestPivotTableModeExtras:
+ """Tests targeting specific branches in pivot_table_mode."""
+
+ @staticmethod
+ def _base_df(rows: list[dict[str, Any]]) -> pd.DataFrame:
+ """Same defaults as TestPivotTableMode._base_df."""
+ defaults = {
+ "title": "",
+ "level": 0,
+ "order": 0.0,
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": float("nan"),
+ "unit": "",
+ "scale": "",
+ "is_category_header": False,
+ "hierarchy_node_id": None,
+ "parent_id": None,
+ "indicator_code": None,
+ "symbol": "S",
+ }
+ out = []
+ for r in rows:
+ d = dict(defaults)
+ d.update(r)
+ out.append(d)
+ return pd.DataFrame(out)
+
+ def test_parent_lookup_via_suffix_pattern(self):
+ """Parent_id matched via '___pid' suffix lookup branch."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Parent",
+ "is_category_header": True,
+ "hierarchy_node_id": "PFX___N1",
+ "parent_id": None,
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Child",
+ "hierarchy_node_id": "PFX___N2",
+ "parent_id": "N1", # No direct match; suffix lookup matches PFX___N1
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "C",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Parent", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_indicator_code_fallback_title(self):
+ """When title is empty, indicator_code drives the raw_title path."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Parent",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "gross_domestic_product",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Parent", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_parent_unit_scale_inheritance_via_traversal(self):
+ """A grandchild inherits unit/scale from grandparent via traversal."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Root",
+ "is_category_header": True,
+ "hierarchy_node_id": "r",
+ "unit": "US Dollar",
+ "scale": "Millions",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Mid",
+ "is_category_header": True,
+ "hierarchy_node_id": "m",
+ "parent_id": "r",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Leaf",
+ "hierarchy_node_id": "leaf",
+ "parent_id": "m",
+ "value": 7.0,
+ "indicator_code": "L",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Root", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_first_level0_data_matches_hierarchy_name(self):
+ """If first level-0 title matches hierarchy_name, no extra table header is added."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": False,
+ "hierarchy_node_id": "n1",
+ "value": 3.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "TR",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert not any(t.strip() == "TRADE" for t in titles)
+
+ def test_bop_suffix_only_header_skipped(self):
+ """Headers whose title is a BOP-only suffix are skipped."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Real Header",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Credit",
+ "is_category_header": True,
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Real Header, Goods",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n2",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Real Header", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert not any(t.strip().endswith("Credit") and "โธ" in t for t in titles)
+
+ def test_financial_corporations_prefix_strip(self):
+ """Header titles starting with 'Financial corporations, ' have that prefix stripped."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Financial corporations, Survey",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Financial corporations, Survey, Detail",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {
+ "table": {"hierarchy_name": "Financial corporations", "dataflow_id": "BOP"}
+ }
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert any("Survey" in t for t in titles)
+
+ def test_depository_corporations_prefix_strip(self):
+ """Header titles starting with 'Depository corporations, ' have prefix stripped."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Depository corporations, Items",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Depository corporations, Items, Specific",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {
+ "table": {"hierarchy_name": "Depository corporations", "dataflow_id": "BOP"}
+ }
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert any("Items" in t for t in titles)
+
+ def test_paren_unit_suffix_stripped_in_pivot(self):
+ """A trailing parenthetical unit suffix is captured separately."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Indicator (US Dollar)",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Detail, Transactions",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "D",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Indicator", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_bop_credit_promotion_to_ancestor_title(self):
+ """A child Credit row is rewritten to use its ancestor title as base."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Goods Total",
+ "is_category_header": True,
+ "hierarchy_node_id": "h0",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Goods Total, Credit",
+ "hierarchy_node_id": "h1",
+ "parent_id": "h0",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Goods Total", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_two_dates_with_limit(self):
+ """Two dates with limit pivots correctly through pivot_table_data."""
+ records = [
+ {
+ "title": "Trade",
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": 0.0,
+ "level": 0,
+ "order": 1.0,
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ "parent_id": None,
+ "indicator_code": None,
+ "unit": "",
+ "scale": "",
+ "symbol": "S",
+ },
+ {
+ "title": "Trade, Goods",
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": 5.0,
+ "level": 1,
+ "order": 2.0,
+ "is_category_header": False,
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "indicator_code": "TRD_G",
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "symbol": "S",
+ },
+ {
+ "title": "Trade, Goods",
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2021-01-01",
+ "value": 6.0,
+ "level": 1,
+ "order": 2.0,
+ "is_category_header": False,
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "indicator_code": "TRD_G",
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "symbol": "S",
+ },
+ ]
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_data(records, country="USA", limit=2, metadata=meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_counterpart_country_individual_only(self):
+ """All counterpart countries are individual (no group code)."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "GBR",
+ "counterpart_country": "United Kingdom",
+ "indicator_code": "B",
+ "series_id": "s1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 3.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "DEU",
+ "counterpart_country": "Germany",
+ "indicator_code": "B",
+ "series_id": "s2",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert any("United Kingdom" in t or "Germany" in t for t in titles)
+
+ def test_counterpart_country_all_zero_skipped(self):
+ """Zero-only counterpart country values are skipped."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 0.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "G001",
+ "counterpart_country": "World",
+ "indicator_code": "B",
+ "series_id": "s1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 0.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "G002",
+ "counterpart_country": "Europe",
+ "indicator_code": "B",
+ "series_id": "s2",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 0.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "GBR",
+ "counterpart_country": "United Kingdom",
+ "indicator_code": "B",
+ "series_id": "s3",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert all("Europe" not in t for t in titles)
+
+ def test_no_symbol_column_fallback(self):
+ """When no dim_code columns and no symbol, the loop just skips."""
+ df = pd.DataFrame(
+ [
+ {
+ "title": "GDP",
+ "level": 0,
+ "order": 1.0,
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": 5.0,
+ "unit": "",
+ "scale": "",
+ "is_category_header": False,
+ "hierarchy_node_id": "n1",
+ "parent_id": None,
+ "indicator_code": "GDP",
+ "symbol": "S",
+ }
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "GDP", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_isora_topic_indicator(self):
+ """ISORA dataflow with 'INDICATORS BY TOPIC' in title keeps the header."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "INDICATORS BY TOPIC",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Detail value",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 7.0,
+ "unit": "Percent",
+ "scale": "Units",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {
+ "table": {
+ "hierarchy_name": "INDICATORS BY TOPIC",
+ "dataflow_id": "OTHER",
+ }
+ }
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert any("INDICATORS BY TOPIC" in t for t in titles)
+
+ def test_dim_value_in_title_only_uses_iterrows_path(self):
+ """Test that title without unit/scale parses from title for an order with NaN unit."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Population (Millions)",
+ "is_category_header": False,
+ "hierarchy_node_id": "n1",
+ "value": 100.0,
+ "indicator_code": "POP",
+ "unit": "",
+ "scale": "",
+ }
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Population", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+
+class TestPivotIndicatorModeExtras:
+ """Extra tests for pivot_indicator_mode branches."""
+
+ def test_no_unit_no_scale_parsed_from_title(self):
+ """When unit/scale are missing, they get parsed from title."""
+ df = pd.DataFrame(
+ [
+ {
+ "title": "GDP (US Dollar, Millions)",
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 1.0,
+ "unit": None,
+ "scale": None,
+ }
+ ]
+ )
+ result = pivot_indicator_mode(df, ["2020-01-01"], ["USA"])
+ assert not result.empty
+
+ def test_missing_date_value(self):
+ """A date with no value is stored as None."""
+ df = pd.DataFrame(
+ [
+ {
+ "title": "GDP",
+ "country": "USA",
+ "date": "2020-01-01",
+ "value": 5.0,
+ "unit": "U",
+ "scale": "S",
+ },
+ ]
+ )
+ result = pivot_indicator_mode(df, ["2020-01-01", "2021-01-01"], ["USA"])
+ assert not result.empty
+
+
+class TestExtractUnitFromLabelExtra:
+ """Additional tests for extract_unit_from_label edge cases."""
+
+ def test_paren_with_no_leading_space_at_zero(self):
+ """A label that is exactly '(X)' has paren_start == 0 and returns None via the path."""
+ assert extract_unit_from_label("(Percent)") is None
+
+ def test_comma_split_no_second_part(self):
+ """No comma at all means rsplit returns one part."""
+ assert extract_unit_from_label("Population") is None
+
+
+class TestPivotTableModeMoreBranches:
+ """More branch tests for pivot_table_mode."""
+
+ @staticmethod
+ def _base_df(rows: list[dict[str, Any]]) -> pd.DataFrame:
+ """Default row builder with NaN value default."""
+ defaults = {
+ "title": "",
+ "level": 0,
+ "order": 0.0,
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": float("nan"),
+ "unit": "",
+ "scale": "",
+ "is_category_header": False,
+ "hierarchy_node_id": None,
+ "parent_id": None,
+ "indicator_code": None,
+ "symbol": "S",
+ }
+ out = []
+ for r in rows:
+ d = dict(defaults)
+ d.update(r)
+ out.append(d)
+ return pd.DataFrame(out)
+
+ def test_header_with_own_data_and_dim_groups(self):
+ """A parent order that has own data AND multiple sector dim groups."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Indicator",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ "value": 100.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S1",
+ "sector": "Households",
+ "indicator_code": "X",
+ "series_id": "a",
+ },
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Indicator",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ "value": 200.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S2",
+ "sector": "Firms",
+ "indicator_code": "X",
+ "series_id": "b",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Indicator, Sub",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 50.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S1",
+ "sector": "Households",
+ "indicator_code": "Y",
+ "series_id": "c",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Indicator, Sub",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 60.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S2",
+ "sector": "Firms",
+ "indicator_code": "Y",
+ "series_id": "d",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Indicator", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_multi_dim_non_uniform_unit_scale(self):
+ """A multi-dim order with mixed units/scales pulls suffix from first dr."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Parent",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "Percent",
+ "scale": "Units",
+ "sector_code": "S1",
+ "sector": "A",
+ "indicator_code": "X",
+ "series_id": "p1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S2",
+ "sector": "B",
+ "indicator_code": "X",
+ "series_id": "p2",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Parent", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_isora_underscored_promoted_title_continues(self):
+ """An ISORA title with '___' is skipped."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "1. INDICATORS BY TOPIC",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "internal___thing",
+ "is_category_header": True,
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Detail",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n2",
+ "value": 7.0,
+ "unit": "Percent",
+ "scale": "Units",
+ "indicator_code": "Y",
+ },
+ ]
+ )
+ meta = {
+ "table": {
+ "hierarchy_name": "1. INDICATORS BY TOPIC",
+ "dataflow_id": "ISORA",
+ }
+ }
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_bop_header_skipped_via_skipped_parent(self):
+ """A BOP-only header gets tracked as skipped parent."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Credit", # BOP-only header
+ "is_category_header": True,
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "indicator_code": "CRD",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Trade, Credit, Goods",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n2",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_bop_credit_promotion_with_meaningful_ancestor(self):
+ """A child Credit row picks up the ancestor header that starts with its base."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Goods Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "h0",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Goods, Credit",
+ "hierarchy_node_id": "h1",
+ "parent_id": "h0",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Goods Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_counterpart_country_individual_zero_skipped(self):
+ """Individual counterpart with all-zero values is skipped."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "GBR",
+ "counterpart_country": "United Kingdom",
+ "indicator_code": "B",
+ "series_id": "s1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 0.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "DEU",
+ "counterpart_country": "Germany",
+ "indicator_code": "B",
+ "series_id": "s2",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ titles = [idx[0] for idx in result.index]
+ assert any("United Kingdom" in t for t in titles)
+
+ def test_bop_skipped_parent_with_underscores(self):
+ """Skipped BOP parent with '___' in node_id triggers the suffix-split branch."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "prefix___n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Credit",
+ "is_category_header": True,
+ "hierarchy_node_id": "PFX___N2",
+ "parent_id": "prefix___n1",
+ "indicator_code": None,
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Trade, Credit, Goods",
+ "hierarchy_node_id": "X___N3",
+ "parent_id": "PFX___N2",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_bop_skipped_parent_only_indicator_code(self):
+ """A skipped header with only indicator_code (no node id) is tracked."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Credit",
+ "is_category_header": True,
+ "hierarchy_node_id": None,
+ "parent_id": "n1",
+ "indicator_code": "CRED_IND",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Trade, Credit, Goods",
+ "hierarchy_node_id": "n3",
+ "parent_id": "CRED_IND",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_get_sort_value_non_numeric(self):
+ """get_sort_value catches non-numeric values via try/except."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": "not-a-number",
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "GBR",
+ "counterpart_country": "United Kingdom",
+ "indicator_code": "B",
+ "series_id": "s1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Bilateral",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": "also-not-numeric",
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "counterpart_country_code": "G001",
+ "counterpart_country": "World",
+ "indicator_code": "B",
+ "series_id": "s2",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+
+class TestHierarchyContextMore:
+ """Targeted branch coverage for HierarchyContext methods."""
+
+ def test_break_on_lower_level_sibling_lookup(self):
+ """_get_true_siblings breaks once a lower-level row is encountered after target."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "ParentA", 0, True),
+ (2.0, "A1", 1, False),
+ (3.0, "A2", 1, False),
+ (4.0, "ParentB", 0, True),
+ (5.0, "B1", 1, False),
+ ]
+ )
+ sibs = ctx._get_true_siblings(2.0, 1)
+ titles = {t for _, t in sibs}
+ assert titles == {"A1", "A2"}
+
+ def test_best_suffix_repeats_level_skipped(self):
+ """A second ancestor at the same level is skipped (line 697)."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Older Special", 0, True),
+ (2.0, "Closer Special", 0, True),
+ (3.0, "X, Closer Special", 1, False),
+ ]
+ )
+ result = ctx.find_best_suffix(3.0, "X, Closer Special")
+ assert result == ", Closer Special"
+
+ def test_best_suffix_net_acq_branch(self):
+ """'Net acquisition of financial assets' ancestor is preserved."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Net acquisition of financial assets", 0, True),
+ (2.0, "X, Net acquisition of financial assets", 1, False),
+ ]
+ )
+ result = ctx.find_best_suffix(2.0, "X, Net acquisition of financial assets")
+ assert result == ", Net acquisition of financial assets"
+
+ def test_ancestor_part_prefix_repeats_level_skipped(self):
+ """Repeat ancestor levels are skipped via levels_seen (line 778)."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Older corporations", 0, True),
+ (2.0, "Financial corporations", 0, True),
+ (3.0, "Financial corporations, X", 1, False),
+ ]
+ )
+ result = ctx.find_ancestor_part_prefix(3.0, "Financial corporations, X")
+ assert result == "Financial corporations, "
+
+ def test_ancestor_part_prefix_liabilities_expansion(self):
+ """Liabilities ancestor expansion is exercised (lines 797-799)."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Liabilities", 0, True),
+ (2.0, "Total liabilities, X", 1, False),
+ ]
+ )
+ result = ctx.find_ancestor_part_prefix(2.0, "Total liabilities, X")
+ assert result == "Total liabilities, "
+
+ def test_ancestor_part_prefix_normalized_dash(self):
+ """A normalized dash mismatch falls through to the normalized branch."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Financial-Corporations", 0, True),
+ (2.0, "Financial corporations, Detail", 1, False),
+ ]
+ )
+ result = ctx.find_ancestor_part_prefix(2.0, "Financial corporations, Detail")
+ assert result == "Financial corporations, "
+
+ def test_simplify_title_only_paren_strip(self):
+ """A title with only a unit paren -- no prefix/suffix to find."""
+ ctx = HierarchyContext([(1.0, "Plain (Percent)", 0, False)])
+ assert ctx.simplify_title(1.0, "Plain (Percent)") == "Plain"
+
+
+class TestExtractUnitFromLabelMore:
+ """A few more targeted unit-extraction tests."""
+
+ def test_paren_with_percent_sign(self):
+ """A trailing '(%)' is detected."""
+ assert extract_unit_from_label("Inflation (%)") == "%"
+
+
+class TestPivotTableModeMoreEdgeCases:
+ """Additional pivot_table_mode edge cases."""
+
+ @staticmethod
+ def _base_df(rows: list[dict[str, Any]]) -> pd.DataFrame:
+ """Default builder with NaN value."""
+ defaults = {
+ "title": "",
+ "level": 0,
+ "order": 0.0,
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": float("nan"),
+ "unit": "",
+ "scale": "",
+ "is_category_header": False,
+ "hierarchy_node_id": None,
+ "parent_id": None,
+ "indicator_code": None,
+ "symbol": "S",
+ }
+ out = []
+ for r in rows:
+ d = dict(defaults)
+ d.update(r)
+ out.append(d)
+ return pd.DataFrame(out)
+
+ def test_parent_lookup_break_when_missing(self):
+ """An unresolvable parent_id chain breaks the parent traversal loop."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade, Goods",
+ "hierarchy_node_id": "n2",
+ "parent_id": "completely_missing_id",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_unit_like_transformation_filtered(self):
+ """A TYPE_OF_TRANSFORMATION dim with a unit-like value is filtered from label."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Detail",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "type_of_transformation_code": "USD",
+ "type_of_transformation": "US dollar",
+ "sector_code": "S1",
+ "sector": "Households",
+ "indicator_code": "X",
+ "series_id": "p1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Detail",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 7.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "type_of_transformation_code": "USD",
+ "type_of_transformation": "US dollar",
+ "sector_code": "S2",
+ "sector": "Firms",
+ "indicator_code": "X",
+ "series_id": "p2",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_isora_underscored_promoted_title(self):
+ """An ISORA promoted header with '___' in title is skipped (line 1714)."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "1. Topic",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Abc___Xyz",
+ "is_category_header": True,
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Detail",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n2",
+ "value": 7.0,
+ "unit": "Percent",
+ "scale": "Units",
+ "indicator_code": "Y",
+ },
+ ]
+ )
+ meta = {
+ "table": {
+ "hierarchy_name": "1. INDICATORS BY TOPIC",
+ "dataflow_id": "ISORA",
+ }
+ }
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_track_skipped_parent_continues_for_empty(self):
+ """_track_skipped_parent_ids continues when a value is empty (line 1598)."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Credit",
+ "is_category_header": True,
+ "hierarchy_node_id": None,
+ "parent_id": "n1",
+ "indicator_code": None,
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Trade, Credit, Goods",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n2",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_promote_level_break_on_missing_parent(self):
+ """_promote_level_if_parent_skipped breaks when lookup fails (line 1622)."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Credit",
+ "is_category_header": True,
+ "hierarchy_node_id": "n2",
+ "parent_id": "missing_parent",
+ "indicator_code": "C",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Trade, Credit, Goods",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n2",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_prune_deeper_headers(self):
+ """When level drops, deeper levels' last_meaningful_header is pruned."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Root",
+ "is_category_header": True,
+ "hierarchy_node_id": "r",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Mid",
+ "is_category_header": True,
+ "hierarchy_node_id": "m",
+ "parent_id": "r",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Mid leaf",
+ "hierarchy_node_id": "ml",
+ "parent_id": "m",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ {
+ "order": 4.0,
+ "level": 0,
+ "title": "OtherRoot",
+ "is_category_header": True,
+ "hierarchy_node_id": "r2",
+ },
+ {
+ "order": 5.0,
+ "level": 1,
+ "title": "OtherRoot, sub",
+ "hierarchy_node_id": "r2s",
+ "parent_id": "r2",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "Y",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Root", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_paren_unit_suffix_kept_for_promoted_header(self):
+ """A promoted header carrying parenthetical unit applies original_unit_suffix."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Indicator (Percent of GDP)",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Indicator, X",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "Percent",
+ "scale": "Units",
+ "indicator_code": "X",
+ },
+ {
+ "order": 3.0,
+ "level": 1,
+ "title": "Indicator, Y",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n1",
+ "value": 10.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "Y",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Indicator", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_dim_dedup_same_grouping_key(self):
+ """When two raw rows share the same grouping_key, the later is appended (1562-1565)."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Parent",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S1",
+ "sector": "A",
+ "type_of_transformation_code": "T1",
+ "type_of_transformation": "Type1",
+ "indicator_code": "X",
+ "series_id": "p1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S1",
+ "sector": "A",
+ "type_of_transformation_code": "T1",
+ "type_of_transformation": "Type1",
+ "indicator_code": "X",
+ "series_id": "p2",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 3.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S2",
+ "sector": "B",
+ "type_of_transformation_code": "T2",
+ "type_of_transformation": "Type2",
+ "indicator_code": "X",
+ "series_id": "p3",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Parent", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_bop_promotion_to_ancestor_via_meaningful_header(self):
+ """BOP suffix child finds a non-BOP ancestor header and rewrites itself."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Goods Trade Account",
+ "is_category_header": True,
+ "hierarchy_node_id": "h0",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Goods, Credit",
+ "hierarchy_node_id": "h1",
+ "parent_id": "h0",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ {
+ "order": 3.0,
+ "level": 1,
+ "title": "Goods, Debit",
+ "hierarchy_node_id": "h2",
+ "parent_id": "h0",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "Y",
+ },
+ ]
+ )
+ meta = {
+ "table": {"hierarchy_name": "Goods Trade Account", "dataflow_id": "BOP"}
+ }
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_raw_row_unit_scale_parsed_from_title(self):
+ """A row missing unit/scale picks them up from title parsing."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Goods (US Dollar, Millions)",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "",
+ "scale": "",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_empty_order_df_skipped(self):
+ """If sorted_orders iterates a value not in df, the loop continues (line 1669)."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade, Goods",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "TRD_G",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+
+class TestParseUnitAndScaleExtra:
+ """Additional tests for parse_unit_and_scale edge cases."""
+
+ def test_ratio_of_pattern(self):
+ """'Ratio of X' splits into unit Ratio and scale 'of X'."""
+ unit, scale = parse_unit_and_scale("Ratio of GDP")
+ assert unit == "Ratio"
+ assert scale == "of Gdp"
+
+ def test_number_of_pattern(self):
+ """'Number of X' splits into unit Number."""
+ unit, scale = parse_unit_and_scale("Number of People")
+ assert unit == "Number"
+ assert scale == "of People"
+
+ def test_index_of_pattern(self):
+ """'Index of X' splits into unit Index."""
+ unit, scale = parse_unit_and_scale("Index of Prices")
+ assert unit == "Index"
+ assert scale == "of Prices"
+
+
+class TestHierarchyContextEmptyAncestor:
+ """Edge cases for ancestor traversal with empty titles."""
+
+ def test_ancestor_part_prefix_skips_empty_title(self):
+ """An ancestor row with an empty title is skipped via continue."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "", 0, True),
+ (2.0, "Top context", 1, True),
+ (3.0, "Top context, Detail", 2, False),
+ ]
+ )
+ out = ctx.find_ancestor_part_prefix(3.0, "Top context, Detail")
+ assert out == "Top context, "
+
+ def test_ancestor_part_prefix_financial_assets_alias(self):
+ """An ancestor containing 'Financial assets' adds the alias to ancestor_parts."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Holdings, Financial assets", 0, True),
+ (2.0, "Financial assets, Bonds", 1, False),
+ ]
+ )
+ out = ctx.find_ancestor_part_prefix(2.0, "Financial assets, Bonds")
+ assert out == "Financial assets, "
+
+ def test_ancestor_part_prefix_case_insensitive_match(self):
+ """A case-insensitive match returns the matched slice from target_title."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Other Investment", 0, True),
+ (2.0, "other investment, Loans", 1, False),
+ ]
+ )
+ out = ctx.find_ancestor_part_prefix(2.0, "other investment, Loans")
+ assert out == "other investment, "
+
+ def test_ancestor_part_prefix_case_insensitive_bop_remainder_skipped(self):
+ """A case-insensitive match whose remainder is BOP-only continues the loop."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Other Investment", 0, True),
+ (2.0, "other investment, Net", 1, False),
+ ]
+ )
+ out = ctx.find_ancestor_part_prefix(2.0, "other investment, Net")
+ assert out is None
+
+
+class TestSimplifyTitleExtraPaths:
+ """Additional paths through simplify_title."""
+
+ def test_part_prefix_strip_via_ancestor_part(self):
+ """An ancestor whose part matches strips via the part_prefix loop."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Z, Assets", 0, True),
+ (2.0, "Assets, X", 1, False),
+ ]
+ )
+ assert ctx.simplify_title(2.0, "Assets, X") == "X"
+
+ def test_sibling_strip_leaves_bop_only_restores(self):
+ """A sibling-prefix strip that leaves only 'Net' restores original title."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Foo, Bar, Net", 0, False),
+ (2.0, "Foo, Bar, X", 0, False),
+ (3.0, "Foo, Bar, Y", 0, False),
+ ]
+ )
+ assert ctx.simplify_title(1.0, "Foo, Bar, Net") == "Foo, Bar, Net"
+
+ def test_part_prefix_consumes_full_title_restores(self):
+ """A part_prefix strip that empties the title restores original."""
+ ctx = HierarchyContext(
+ [
+ (1.0, "Z, Assets", 0, True),
+ (2.0, "Assets, ", 1, False),
+ ]
+ )
+ assert ctx.simplify_title(2.0, "Assets, ") == "Assets, "
+
+
+class TestPivotTableModeCoverageGaps:
+ """Targeted pivot_table_mode coverage gaps."""
+
+ @staticmethod
+ def _base_df(rows: list[dict[str, Any]]) -> pd.DataFrame:
+ """Default row builder.
+
+ Parameters
+ ----------
+ rows : list[dict[str, Any]]
+ List of partial row dicts merged with defaults.
+
+ Returns
+ -------
+ pd.DataFrame
+ Built DataFrame.
+ """
+ defaults = {
+ "title": "",
+ "level": 0,
+ "order": 0.0,
+ "country": "USA",
+ "country_code": "USA",
+ "date": "2020-01-01",
+ "value": float("nan"),
+ "unit": "",
+ "scale": "",
+ "is_category_header": False,
+ "hierarchy_node_id": None,
+ "parent_id": None,
+ "indicator_code": None,
+ "symbol": "S",
+ }
+ out = []
+ for r in rows:
+ d = dict(defaults)
+ d.update(r)
+ out.append(d)
+ return pd.DataFrame(out)
+
+ def test_country_without_data_for_order_skipped(self):
+ """A country lacking rows at a given order hits the country_df.empty continue."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade, Goods",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "G",
+ "country": "USA",
+ "country_code": "USA",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade, Goods",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 6.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "G",
+ "country": "CAN",
+ "country_code": "CAN",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA", "CAN", "MEX"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_no_symbol_column_falls_back_to_empty(self):
+ """A DataFrame with neither dim_code cols nor symbol triggers the symbol-fallback line."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "GDP (Millions of US Dollar)",
+ "is_category_header": False,
+ "hierarchy_node_id": "n1",
+ "value": 10.0,
+ "indicator_code": "G",
+ },
+ ]
+ ).drop(columns=["symbol", "indicator_code"])
+ meta = {"table": {"hierarchy_name": "GDP", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_unit_scale_parsed_from_title_fills_missing(self):
+ """A row without unit/scale parses them from the title."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade, Goods (Millions, US Dollar)",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "indicator_code": "G",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_format_dim_labels_empty_grouping_key_returns_empty(self):
+ """An empty grouping_key yields an empty dim label string."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Top",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, A",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "A",
+ "sector_code": "S1",
+ "sector": "AA",
+ "series_id": "a",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, B",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "B",
+ "sector_code": "S2",
+ "sector": "BB",
+ "series_id": "b",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, C",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 3.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "C",
+ "series_id": "c",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Top", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_unit_like_transformation_filtered_from_labels(self):
+ """A unit-like TYPE_OF_TRANSFORMATION value is filtered from dim labels."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Top",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "type_of_transformation_code": "T1",
+ "type_of_transformation": "US dollar",
+ "indicator_code": "A",
+ "series_id": "a",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "type_of_transformation_code": "T2",
+ "type_of_transformation": "Euro",
+ "indicator_code": "A",
+ "series_id": "b",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Top", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_track_skipped_with_empty_string_node_id(self):
+ """A bop-only header with empty hierarchy_node_id continues past the empty value."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Trade",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Credit",
+ "is_category_header": True,
+ "hierarchy_node_id": "",
+ "parent_id": "n1",
+ "indicator_code": "CRED",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Trade, Credit, Goods",
+ "hierarchy_node_id": "n3",
+ "parent_id": "CRED",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "X",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Trade", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_data_row_best_suffix_stripped(self):
+ """A data row whose title ends with an ancestor's name strips the suffix."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Survey Metric",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Detail, Survey Metric",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "D",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Survey Metric", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_data_row_part_prefix_stripped(self):
+ """A data row whose title starts with an ancestor part strips the prefix."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Z, Trade total",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Trade total, Detail",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 5.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "D",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Z, Trade total", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_bop_promotion_skips_empty_and_bop_ancestor_levels(self):
+ """BOP promotion walks past empty and bop-ending ancestor levels to a meaningful one."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Top",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, Sub, Net",
+ "is_category_header": True,
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ },
+ {
+ "order": 3.0,
+ "level": 2,
+ "title": "Top, Sub, Net, Detail",
+ "hierarchy_node_id": "n3",
+ "parent_id": "n2",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "D",
+ },
+ {
+ "order": 4.0,
+ "level": 3,
+ "title": "Top, Sub, Net, Detail, Credit",
+ "hierarchy_node_id": "n4",
+ "parent_id": "n3",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "indicator_code": "E",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Top", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
+
+ def test_multi_dim_no_counterpart_with_empty_grouping_row(self):
+ """A row at a multi-dim order with no dim values falls into the empty-grouping branch."""
+ df = self._base_df(
+ [
+ {
+ "order": 1.0,
+ "level": 0,
+ "title": "Top",
+ "is_category_header": True,
+ "hierarchy_node_id": "n1",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 1.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S1",
+ "sector": "A",
+ "indicator_code": "X",
+ "series_id": "a",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 2.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": "S2",
+ "sector": "B",
+ "indicator_code": "X",
+ "series_id": "b",
+ },
+ {
+ "order": 2.0,
+ "level": 1,
+ "title": "Top, Item",
+ "hierarchy_node_id": "n2",
+ "parent_id": "n1",
+ "value": 3.0,
+ "unit": "US Dollar",
+ "scale": "Millions",
+ "sector_code": None,
+ "sector": None,
+ "indicator_code": "X",
+ "series_id": "c",
+ },
+ ]
+ )
+ meta = {"table": {"hierarchy_name": "Top", "dataflow_id": "BOP"}}
+ result = pivot_table_mode(df, ["2020-01-01"], ["USA"], meta)
+ assert isinstance(result, pd.DataFrame)
diff --git a/openbb_platform/providers/imf/tests/test_views_maritime_chokepoint_info.py b/openbb_platform/providers/imf/tests/test_views_maritime_chokepoint_info.py
new file mode 100644
index 00000000000..5fdce0fae9d
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_views_maritime_chokepoint_info.py
@@ -0,0 +1,98 @@
+"""Tests for ``openbb_imf.views.maritime_chokepoint_info``."""
+
+# ruff: noqa: I001
+
+import pytest
+
+from openbb_imf.models.maritime_chokepoint_info import ImfMaritimeChokePointInfoData
+from openbb_imf.views.maritime_chokepoint_info import plot_chokepoint_annual_avg_vessels
+
+
+def _row(
+ name: str, total: int, lat: float = 0.0, lon: float = 0.0
+) -> ImfMaritimeChokePointInfoData:
+ """Build a populated chokepoint data row."""
+ return ImfMaritimeChokePointInfoData.model_validate(
+ {
+ "chokepoint_code": name,
+ "name": name,
+ "latitude": lat,
+ "longitude": lon,
+ "vessel_count_total": total,
+ "vessel_count_tanker": total // 5,
+ "vessel_count_container": total // 4,
+ "vessel_count_general_cargo": total // 6,
+ "vessel_count_dry_bulk": total // 3,
+ "vessel_count_roro": total // 10,
+ "industry_top1": "Trade",
+ "industry_top2": "Energy",
+ "industry_top3": "Manufacturing",
+ }
+ )
+
+
+class TestPlotChokepointAnnualAvgVessels:
+ """Tests for ``plot_chokepoint_annual_avg_vessels``."""
+
+ def test_light_theme_returns_figure_with_two_traces(self):
+ """Default light theme builds a 2-trace (Scattergeo + Table) figure."""
+ data = [
+ _row("Suez", 500, lat=30.0, lon=32.0),
+ _row("Panama", 300, lat=9.0, lon=-79.0),
+ ]
+ fig = plot_chokepoint_annual_avg_vessels(data)
+ assert len(fig.data) == 2
+ types = {t.type for t in fig.data}
+ assert types == {"scattergeo", "table"}
+ assert "Annual Average Vessels" in fig.layout.title.text
+
+ def test_dark_theme_changes_paper_color(self):
+ """Dark theme switches the paper background to the dark palette."""
+ data = [_row("Suez", 500), _row("Hormuz", 250)]
+ fig = plot_chokepoint_annual_avg_vessels(data, theme="dark")
+ assert fig.layout.paper_bgcolor.startswith("rgba(21")
+
+ def test_odd_number_of_rows_uses_alternating_fill(self):
+ """An odd-length df still gets alternating row colors."""
+ data = [_row("A", 100), _row("B", 90), _row("C", 80)]
+ fig = plot_chokepoint_annual_avg_vessels(data)
+ table_trace = next(t for t in fig.data if t.type == "table")
+ assert table_trace.cells.fill.color is not None
+
+ def test_source_annotation_is_present(self):
+ """An ``IMF Port Watch`` source annotation appears on the layout."""
+ data = [_row("Suez", 200)]
+ fig = plot_chokepoint_annual_avg_vessels(data)
+ annotations = [a.text for a in fig.layout.annotations]
+ assert any("IMF Port Watch" in (t or "") for t in annotations)
+
+ def test_empty_data_raises(self):
+ """An empty list raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ with pytest.raises(OpenBBError, match="No data to plot"):
+ plot_chokepoint_annual_avg_vessels([])
+
+ def test_wrong_type_raises(self):
+ """Non-list/non-model input raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ with pytest.raises(OpenBBError, match="Invalid data format"):
+ plot_chokepoint_annual_avg_vessels([{"not": "a model"}]) # type: ignore[list-item]
+
+ def test_charting_import_failure_raises_openbb_error(self, monkeypatch):
+ """A failure importing ``openbb_charting`` is wrapped in ``OpenBBError``."""
+ import builtins
+
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ real_import = builtins.__import__
+
+ def fake_import(name, globals=None, locals=None, fromlist=(), level=0):
+ if name == "openbb_charting.core.openbb_figure":
+ raise ImportError("forced")
+ return real_import(name, globals, locals, fromlist, level)
+
+ monkeypatch.setattr(builtins, "__import__", fake_import)
+ with pytest.raises(OpenBBError, match="Could not import Charting modules"):
+ plot_chokepoint_annual_avg_vessels([_row("Suez", 100)])
diff --git a/openbb_platform/providers/imf/tests/test_views_port_info.py b/openbb_platform/providers/imf/tests/test_views_port_info.py
new file mode 100644
index 00000000000..18f014a2103
--- /dev/null
+++ b/openbb_platform/providers/imf/tests/test_views_port_info.py
@@ -0,0 +1,236 @@
+"""Tests for ``openbb_imf.views.port_info``."""
+
+# ruff: noqa: I001
+
+import pytest
+
+from openbb_imf.models.port_info import ImfPortInfoData
+from openbb_imf.views.port_info import plot_port_info_map
+
+
+def _row(
+ port_code: str,
+ *,
+ country: str = "United States",
+ continent: str = "North America",
+ lat: float = 35.0,
+ lon: float = -120.0,
+ total: int = 100,
+ share_import: float = 0.1,
+ share_export: float = 0.2,
+ industries: int = 3,
+) -> ImfPortInfoData:
+ """Build a populated port-info row."""
+ payload = {
+ "port_code": port_code,
+ "port_name": port_code,
+ "port_full_name": f"Port of {port_code}",
+ "country": country,
+ "country_code": "USA",
+ "continent": continent,
+ "latitude": lat,
+ "longitude": lon,
+ "vessel_count_total": total,
+ "vessel_count_tanker": max(total // 5, 1),
+ "vessel_count_container": max(total // 4, 1),
+ "vessel_count_general_cargo": max(total // 6, 1),
+ "vessel_count_dry_bulk": max(total // 3, 1),
+ "vessel_count_roro": max(total // 10, 1),
+ "share_country_maritime_import": share_import,
+ "share_country_maritime_export": share_export,
+ "industry_top1": "Energy" if industries >= 1 else None,
+ "industry_top2": "Trade" if industries >= 2 else None,
+ "industry_top3": "Manufacturing" if industries >= 3 else None,
+ }
+ return ImfPortInfoData.model_validate(payload)
+
+
+class TestPlotPortInfoMap:
+ """Tests for ``plot_port_info_map``."""
+
+ def test_multi_continent_zooms_out(self):
+ """Multiple continents produce a global map (zoom = 0)."""
+ data = [
+ _row("USNYC", continent="North America", lat=40.0, lon=-74.0, total=500),
+ _row(
+ "CNSHA",
+ country="China",
+ continent="Asia",
+ lat=31.0,
+ lon=121.0,
+ total=900,
+ ),
+ ]
+ fig = plot_port_info_map(data)
+ assert fig.layout.map.zoom == 0
+ assert len(fig.data) == 1
+
+ def test_single_country_uses_share_for_marker_size(self):
+ """Single-country input uses import+export share for sizing."""
+ data = [
+ _row(
+ "USA1",
+ total=300,
+ share_import=0.05,
+ share_export=0.10,
+ lat=35.0,
+ lon=-120.0,
+ ),
+ _row(
+ "USA2",
+ total=500,
+ share_import=0.15,
+ share_export=0.25,
+ lat=33.0,
+ lon=-118.0,
+ ),
+ ]
+ fig = plot_port_info_map(data)
+ assert fig.layout.map.center.lat == pytest.approx(34.0)
+ assert fig.layout.map.zoom == 2
+
+ def test_single_country_uniform_share_falls_back_to_midsize(self):
+ """When all rows share identical import/export, the midsize marker is used."""
+ data = [
+ _row("US1", share_import=0.1, share_export=0.2, total=100),
+ _row("US2", share_import=0.1, share_export=0.2, total=200),
+ ]
+ fig = plot_port_info_map(data)
+ assert fig.data[0].marker is not None
+
+ def test_single_continent_one_country_one_row(self):
+ """A 1-row input still renders successfully."""
+ data = [_row("US1", total=100)]
+ fig = plot_port_info_map(data)
+ assert fig.data[0].lat[0] == pytest.approx(35.0)
+ assert fig.layout.map.center is not None
+
+ def test_empty_list_raises(self):
+ """An empty list raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ with pytest.raises(OpenBBError, match="No data to plot"):
+ plot_port_info_map([])
+
+ def test_wrong_type_raises(self):
+ """A non-model entry raises ``OpenBBError``."""
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ with pytest.raises(OpenBBError, match="Invalid data format"):
+ plot_port_info_map([{"x": 1}]) # type: ignore[list-item]
+
+ def test_charting_import_failure_raises(self, monkeypatch):
+ """A failure importing the charting modules surfaces as ``OpenBBError``."""
+ import builtins
+
+ from openbb_core.app.model.abstract.error import OpenBBError
+
+ real_import = builtins.__import__
+
+ def fake_import(name, globals=None, locals=None, fromlist=(), level=0):
+ if name == "openbb_charting.core.openbb_figure":
+ raise ImportError("forced")
+ return real_import(name, globals, locals, fromlist, level)
+
+ monkeypatch.setattr(builtins, "__import__", fake_import)
+ with pytest.raises(OpenBBError, match="Could not import Charting modules"):
+ plot_port_info_map([_row("Test")])
+
+ def test_hover_html_includes_all_sections(self):
+ """The hover HTML carries name, traffic shares, vessel counts, industries."""
+ data = [_row("MAIN", industries=3, share_import=0.1, share_export=0.2)]
+ fig = plot_port_info_map(data)
+ hover = fig.data[0].customdata[0][0]
+ assert "Port of MAIN" in hover
+ assert "Imports" in hover and "Exports" in hover
+ assert "Containers" in hover and "Tankers" in hover
+ assert "Top Industries" in hover
+
+ def test_hover_html_skips_missing_shares(self):
+ """When share fields are absent, the traffic block is suppressed."""
+ from numpy import nan
+
+ from openbb_imf.views.port_info import plot_port_info_map # noqa: F401
+
+ rows = [
+ _row("US1", share_import=nan, share_export=nan, total=200),
+ _row("US2", share_import=nan, share_export=nan, total=100),
+ ]
+ fig = plot_port_info_map(rows)
+ hover = fig.data[0].customdata[0][0]
+ assert "Imports" not in hover
+ assert "Exports" not in hover
+
+ def test_hover_html_no_industries(self):
+ """When all industry fields are blank, the industries block is suppressed."""
+ rows = [
+ _row("US1", industries=0, share_import=0.0, share_export=0.0, total=300),
+ _row("US2", industries=0, share_import=0.0, share_export=0.0, total=400),
+ ]
+ fig = plot_port_info_map(rows)
+ hover = fig.data[0].customdata[0][0]
+ assert "Top Industries" not in hover
+
+ def test_single_country_uniform_vessel_count_falls_back_to_min_size(self):
+ """Single country with identical share *and* vessel counts falls back to min size."""
+ rows = [
+ _row("US1", share_import=0.0, share_export=0.0, total=100),
+ _row("US2", share_import=0.0, share_export=0.0, total=100),
+ ]
+ fig = plot_port_info_map(rows)
+ assert fig.data[0].marker is not None
+
+ def test_multi_country_uses_vessel_count_for_sizing(self):
+ """When ``country.nunique() > 1`` the helper uses vessel-count sizing."""
+ data = [
+ _row(
+ "US1",
+ country="United States",
+ continent="North America",
+ total=100,
+ lat=35.0,
+ lon=-120.0,
+ ),
+ _row(
+ "MX1",
+ country="Mexico",
+ continent="North America",
+ total=900,
+ lat=20.0,
+ lon=-100.0,
+ ),
+ ]
+ fig = plot_port_info_map(data)
+ assert fig.layout.map.zoom == 2
+
+ def test_zero_vessel_count_filtered_out(self):
+ """Rows with ``vessel_count_total == 0`` are filtered out by the ``query``."""
+ data = [
+ _row("LIVE", total=100, lat=35.0, lon=-120.0),
+ _row("DEAD", total=1, lat=10.0, lon=-50.0),
+ ]
+ fig = plot_port_info_map(data)
+ assert len(fig.data[0].lat) == 2
+
+ def test_multi_country_uniform_vessel_count_uses_min_size(self):
+ """Multi-country input with identical vessel counts falls into the min-size branch."""
+ data = [
+ _row(
+ "US1",
+ country="United States",
+ continent="North America",
+ total=100,
+ lat=35.0,
+ lon=-120.0,
+ ),
+ _row(
+ "MX1",
+ country="Mexico",
+ continent="North America",
+ total=100,
+ lat=20.0,
+ lon=-100.0,
+ ),
+ ]
+ fig = plot_port_info_map(data)
+ assert fig.data[0].marker is not None
diff --git a/openbb_platform/providers/imf/uv.lock b/openbb_platform/providers/imf/uv.lock
new file mode 100644
index 00000000000..4697a56e426
--- /dev/null
+++ b/openbb_platform/providers/imf/uv.lock
@@ -0,0 +1,3714 @@
+version = 1
+revision = 3
+requires-python = ">=3.10, <4"
+resolution-markers = [
+ "python_full_version >= '3.15' and sys_platform == 'win32'",
+ "python_full_version == '3.14.*' and sys_platform == 'win32'",
+ "python_full_version >= '3.15' and sys_platform == 'emscripten'",
+ "python_full_version == '3.14.*' and sys_platform == 'emscripten'",
+ "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+ "python_full_version == '3.14.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+ "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'",
+ "python_full_version == '3.11.*' and sys_platform == 'win32'",
+ "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'",
+ "python_full_version == '3.11.*' and sys_platform == 'emscripten'",
+ "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+ "python_full_version == '3.11.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+ "python_full_version < '3.11'",
+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.2"
+source = { registry = "https://pypi.org/simple" }
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+[[package]]
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+ { name = "attrs" },
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