diff --git a/.gitignore b/.gitignore index 01c3bc92e52..11bb5f4b3f5 100644 --- a/.gitignore +++ b/.gitignore @@ -28,7 +28,7 @@ openbb_terminal/portfolio/portfolios/* *.swp *.http .coverage.* -!openbb_terminal/custom_reports/*/.ipynb +!openbb_terminal/reports/templates/*.ipynb # pyinstaller artifacts *.pyo diff --git a/build/pyinstaller/hooks/hook-debugpy.py b/build/pyinstaller/hooks/hook-debugpy.py new file mode 100644 index 00000000000..42438ae0300 --- /dev/null +++ b/build/pyinstaller/hooks/hook-debugpy.py @@ -0,0 +1,8 @@ +import os + +# This environment variable suppresses the warning: +# 0.00s - Debugger warning: The os.path.realpath.__code__.co_filename (posixpath.py) +# 0.00s - is not absolute, which may make the debugger miss breakpoints. +# 0.00s - Note: Debugging will proceed. Set PYDEVD_DISABLE_FILE_VALIDATION=1 to disable this validation. + +os.environ["PYDEVD_DISABLE_FILE_VALIDATION"] = "1" diff --git a/build/pyinstaller/terminal.spec b/build/pyinstaller/terminal.spec index 8d2902e5e0b..1d2dc508569 100644 --- a/build/pyinstaller/terminal.spec +++ b/build/pyinstaller/terminal.spec @@ -62,6 +62,7 @@ added_files = [ "pymongo", ), (os.path.join(pathex, "bson"), "bson"), + (os.path.join(pathex, "debugpy", "_vendored"), os.path.join("debugpy", "_vendored")), (".env", "."), ] @@ -89,6 +90,7 @@ hidden_imports = [ "bson", "_sysconfigdata__darwin_darwin", "prophet", + "debugpy", ] @@ -100,7 +102,7 @@ analysis_kwargs = dict( hiddenimports=hidden_imports, hookspath=["build/pyinstaller/hooks"], hooksconfig={}, - runtime_hooks=[], + runtime_hooks=["build/pyinstaller/hooks/hook-debugpy.py"], excludes=[], win_no_prefer_redirects=False, win_private_assemblies=False, diff --git a/openbb_terminal/core/config/paths.py b/openbb_terminal/core/config/paths.py index 09a1aef40f8..4a6d7710b3d 100644 --- a/openbb_terminal/core/config/paths.py +++ b/openbb_terminal/core/config/paths.py @@ -32,3 +32,5 @@ USER_PORTFOLIO_DATA_DIRECTORY = USER_DATA_DIRECTORY / "portfolio" USER_ROUTINES_DIRECTORY = USER_DATA_DIRECTORY / "routines" USER_DATA_SOURCES_DEFAULT_FILE = USER_DATA_DIRECTORY / "data_sources_default.json" USER_PRESETS_DIRECTORY = USER_DATA_DIRECTORY / "presets" +USER_REPORTS_DIRECTORY = USER_DATA_DIRECTORY / "reports" +USER_CUSTOM_REPORTS_DIRECTORY = USER_DATA_DIRECTORY / "reports" / "custom reports" diff --git a/openbb_terminal/core/config/paths_helper.py b/openbb_terminal/core/config/paths_helper.py index d5a2ec1f9cd..0e780d8fca0 100644 --- a/openbb_terminal/core/config/paths_helper.py +++ b/openbb_terminal/core/config/paths_helper.py @@ -43,12 +43,13 @@ dirs_list = [ SETTINGS_DIRECTORY, USER_DATA_DIRECTORY, USER_DATA_DIRECTORY / "styles", + USER_DATA_DIRECTORY / "reports", + USER_DATA_DIRECTORY / "reports" / "custom reports", USER_CUSTOM_IMPORTS_DIRECTORY, USER_CUSTOM_IMPORTS_DIRECTORY / "econometrics", USER_CUSTOM_IMPORTS_DIRECTORY / "stocks", USER_CUSTOM_IMPORTS_DIRECTORY / "dashboards", USER_EXPORTS_DIRECTORY, - USER_EXPORTS_DIRECTORY / "reports", USER_PORTFOLIO_DATA_DIRECTORY, USER_PORTFOLIO_DATA_DIRECTORY / "views", USER_PORTFOLIO_DATA_DIRECTORY / "holdings", diff --git a/openbb_terminal/helper_funcs.py b/openbb_terminal/helper_funcs.py index 30fbde8eab8..a38897bf453 100644 --- a/openbb_terminal/helper_funcs.py +++ b/openbb_terminal/helper_funcs.py @@ -153,7 +153,7 @@ def parse_and_split_input(an_input: str, custom_filters: List) -> List[str]: # everything from ` -f ` to the next known extension file_flag = r"(\ -f |\ --file )" up_to = r".*?" - known_extensions = r"(\.xlsx|.csv|.xls|.tsv|.json|.yaml|.ini|.openbb)" + known_extensions = r"(\.xlsx|.csv|.xls|.tsv|.json|.yaml|.ini|.openbb|.ipynb)" unix_path_arg_exp = f"({file_flag}{up_to}{known_extensions})" # Add custom expressions to handle edge cases of individual controllers diff --git a/openbb_terminal/menu.py b/openbb_terminal/menu.py index b7a6a30594b..9b4909ac894 100644 --- a/openbb_terminal/menu.py +++ b/openbb_terminal/menu.py @@ -1,3 +1,4 @@ +import sys from typing import Optional import logging import os @@ -19,6 +20,23 @@ def is_jupyter() -> bool: return False +def is_papermill() -> bool: + """Check if session is being launched with args '-m ipykernel_launcher', + thus coming from papermill Popen. See 'ipykernel_launcher' in reports_model + for more detail. + """ + + return all( + i in sys.argv + for i in [ + "-m", + "ipykernel_launcher", + "-f", + "--HistoryManager.hist_file=:memory:", + ] + ) + + def inputhook(inputhook_context): while not inputhook_context.input_is_ready(): try: @@ -32,7 +50,7 @@ def inputhook(inputhook_context): history_file = os.path.join(os.path.expanduser("~"), ".openbb_terminal.his") try: - if not is_jupyter(): + if not is_jupyter() and not is_papermill(): session: Optional[PromptSession] = PromptSession( history=FileHistory(history_file) ) diff --git a/openbb_terminal/miscellaneous/i18n/en.yml b/openbb_terminal/miscellaneous/i18n/en.yml index c41b77790c0..ae2b79324b7 100644 --- a/openbb_terminal/miscellaneous/i18n/en.yml +++ b/openbb_terminal/miscellaneous/i18n/en.yml @@ -80,15 +80,14 @@ en: forex: foreign exchanges, quotes, forward rates for currency pairs and oanda integration funds: mutual funds search, overview, holdings and sector weights futures: commodities, bonds, index, bitcoin and forex + futures/search: search for a future based on category or exchange + futures/historical: get historical timeseries + futures/curve: get futures curves alternative: alternative datasets, such as COVID and open source metrics econometrics: statistical and quantitative methods for relationships between datasets forecast: timeseries forecasting with machine learning portfolio: perform portfolio optimization and look at portfolio performance and attribution dashboards: interactive dashboards using voila and jupyter notebooks - reports: customizable research reports through jupyter notebooks - futures/search: search for a future based on category or exchange - futures/historical: get historical timeseries - futures/curve: get futures curves stocks/search: search a specific stock ticker for analysis stocks/load: load a specific stock ticker and additional info for analysis stocks/_ticker: Stock @@ -1018,7 +1017,11 @@ en: dashboards/shortdata: finra shortdata analysis dashboards/crypto: cryptocurrency exchange rates against USD dashboards/futures: historical futures performance - reports/_reports_: Select one of the following report + reports: customizable research reports through jupyter notebooks + reports/_reports_: Build and run your custom reports or try one of our templates + reports/_OpenBB_reports_: OpenBB reports + reports/_Custom_reports_: Custom reports + reports/run: Run a Jupyter notebook from OpenBBUserData/reports/custom reports forecast/_disclaimer_: DISCLAIMER forecast/_data_loc: Looking for data in forecast/load: load a dataset from csv diff --git a/openbb_terminal/miscellaneous/scripts/reports/test_reports_crypto.openbb b/openbb_terminal/miscellaneous/scripts/reports/test_reports_crypto.openbb index 02e16b72683..827ffac17cc 100644 --- a/openbb_terminal/miscellaneous/scripts/reports/test_reports_crypto.openbb +++ b/openbb_terminal/miscellaneous/scripts/reports/test_reports_crypto.openbb @@ -1,12 +1,15 @@ reports +## defaults +crypto + ## simple coin -crypto BTC +crypto --symbol BTC ## small-cap coin -crypto STEPN +crypto --symbol STEPN ## shitcoins -crypto LUCKY +crypto --symbol LUCKY exit diff --git a/openbb_terminal/miscellaneous/scripts/reports/test_reports_economy.openbb b/openbb_terminal/miscellaneous/scripts/reports/test_reports_economy.openbb index f6d1357ce16..1c708833d20 100644 --- a/openbb_terminal/miscellaneous/scripts/reports/test_reports_economy.openbb +++ b/openbb_terminal/miscellaneous/scripts/reports/test_reports_economy.openbb @@ -2,7 +2,8 @@ reports economy -# Test with random tickers +# Test with random tickers, that should be ignored by the report. economy AAPL +economy --symbol MSFT exit diff --git a/openbb_terminal/miscellaneous/scripts/reports/test_reports_equity.openbb b/openbb_terminal/miscellaneous/scripts/reports/test_reports_equity.openbb index 283defa4909..f157efaee40 100644 --- a/openbb_terminal/miscellaneous/scripts/reports/test_reports_equity.openbb +++ b/openbb_terminal/miscellaneous/scripts/reports/test_reports_equity.openbb @@ -1,12 +1,15 @@ reports +## defaults +equity + ## simple ticker -equity AAPL +equity --symbol AAPL ## Non-US ticker -equity NXPI +equity --symbol NXPI ## Non-US ticker with suffix -equity PETR3.SA +equity --symbol PETR3.SA exit diff --git a/openbb_terminal/miscellaneous/scripts/reports/test_reports_etf.openbb b/openbb_terminal/miscellaneous/scripts/reports/test_reports_etf.openbb index 8c38e3a1da8..b806f239996 100644 --- a/openbb_terminal/miscellaneous/scripts/reports/test_reports_etf.openbb +++ b/openbb_terminal/miscellaneous/scripts/reports/test_reports_etf.openbb @@ -1,10 +1,13 @@ reports -etf VEA +## defaults +etf -etf VWCE +etf --symbol VEA + +etf --symbol VWCE # test with random pairs -etf ABCEF +etf --symbol ABCEF exit diff --git a/openbb_terminal/miscellaneous/scripts/reports/test_reports_forex.openbb b/openbb_terminal/miscellaneous/scripts/reports/test_reports_forex.openbb index c8405e64ec7..9e36b414ba0 100644 --- a/openbb_terminal/miscellaneous/scripts/reports/test_reports_forex.openbb +++ b/openbb_terminal/miscellaneous/scripts/reports/test_reports_forex.openbb @@ -1,11 +1,14 @@ reports -forex USDEUR +## defaults +forex + +forex --symbol USDEUR # Test with emerging pairs -forex USDVND +forex --symbol USDVND # Test with invalid pairs -forex USDABCXYZ +forex --symbol USDABCXYZ exit diff --git a/openbb_terminal/miscellaneous/scripts/test_reports_run.openbb b/openbb_terminal/miscellaneous/scripts/test_reports_run.openbb new file mode 100644 index 00000000000..3e9b965cab6 --- /dev/null +++ b/openbb_terminal/miscellaneous/scripts/test_reports_run.openbb @@ -0,0 +1,10 @@ +reports + +## defaults +run + +## Invalid inputs +run --file dummyfile.csv +run --file dummyfile.ipynb + +exit diff --git a/openbb_terminal/portfolio/portfolio_helper.py b/openbb_terminal/portfolio/portfolio_helper.py index 23cc45ee85b..fc5e9cc1921 100644 --- a/openbb_terminal/portfolio/portfolio_helper.py +++ b/openbb_terminal/portfolio/portfolio_helper.py @@ -223,7 +223,7 @@ def get_info_from_ticker(ticker: str) -> list: filename = "tickers_info.csv" - file_path = Path(str(DEFAULT_HOLDINGS_PATH), filename) + file_path = Path(str(USER_PORTFOLIO_DATA_DIRECTORY), filename) if file_path.is_file() and os.stat(file_path).st_size > 0: # file exists and is not empty, so append if necessary diff --git a/openbb_terminal/portfolio/portfolio_model.py b/openbb_terminal/portfolio/portfolio_model.py index a7dae3eeac0..0f3689c6f2e 100644 --- a/openbb_terminal/portfolio/portfolio_model.py +++ b/openbb_terminal/portfolio/portfolio_model.py @@ -56,7 +56,6 @@ class PortfolioModel: """ - @log_start_end(log=logger) def __init__(self, orderbook: pd.DataFrame = pd.DataFrame()): """Initialize PortfolioModel class""" @@ -129,7 +128,6 @@ class PortfolioModel: return df @staticmethod - @log_start_end(log=logger) def read_orderbook(path: str) -> pd.DataFrame: """Static method to read orderbook from file @@ -148,23 +146,24 @@ class PortfolioModel: @log_start_end(log=logger) def preprocess_orderbook(self): - """Method to preprocess, format and compute auxiliary fields""" + """Method to preprocess, format and compute auxiliary fields - # Preprocessing steps: - # 0. If optional fields not in the orderbook add missing - # 1. Convert Date to datetime - # 2. Sort orderbook by date - # 3. Capitalize Ticker and Type [of instrument...] - # 4. Translate side: ["deposit", "buy"] -> 1 and ["withdrawal", "sell"] -> -1 - # 5. Convert quantity to signed integer - # 6. Determining the investment/divestment value - # 7. Reformat crypto tickers to yfinance format (e.g. BTC -> BTC-USD) - # 8. Reformat STOCK/ETF tickers to yfinance format if ISIN provided - # 9. Remove unsupported ISINs that came out empty - # 10. Create tickers dictionary with structure {'Type': [Ticker]} - # 11. Create list with tickers except cash - # 12. Save orderbook inception date - # 13. Populate fields Sector, Industry and Country + Preprocessing steps: + 0. If optional fields not in the orderbook add missing + 1. Convert Date to datetime + 2. Sort orderbook by date + 3. Capitalize Ticker and Type [of instrument...] + 4. Translate side: ["deposit", "buy"] -> 1 and ["withdrawal", "sell"] -> -1 + 5. Convert quantity to signed integer + 6. Determining the investment/divestment value + 7. Reformat crypto tickers to yfinance format (e.g. BTC -> BTC-USD) + 8. Reformat STOCK/ETF tickers to yfinance format if ISIN provided + 9. Remove unsupported ISINs that came out empty + 10. Create tickers dictionary with structure {'Type': [Ticker]} + 11. Create list with tickers except cash + 12. Save orderbook inception date + 13. Populate fields Sector, Industry and Country + """ try: console.print(" Preprocessing orderbook: ", end="") @@ -412,7 +411,6 @@ class PortfolioModel: full_shares: bool whether to mimic the portfolio trades exactly (partial shares) or round down the quantity to the nearest number. - """ console.print("\n Loading benchmark: ", end="") diff --git a/openbb_terminal/reports/crypto.ipynb b/openbb_terminal/reports/crypto.ipynb deleted file mode 100644 index 96a077ad35e..00000000000 --- a/openbb_terminal/reports/crypto.ipynb +++ /dev/null @@ -1,1245 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "70ba2c8a", - "metadata": {}, - "source": [ - "## Notebook setup" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "driven-billion", - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import io\n", - "import warnings\n", - "import datetime\n", - "import numpy as np\n", - "import base64\n", - "import pandas as pd\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib_inline.backend_inline\n", - "\n", - "from IPython.display import HTML\n", - "\n", - "# import sys\n", - "# sys.path.append('../../')\n", - "\n", - "from openbb_terminal.sdk import widgets\n", - "from openbb_terminal.sdk import openbb\n", - "from openbb_terminal.helper_classes import TerminalStyle\n", - "\n", - "%matplotlib inline\n", - "matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n", - "warnings.filterwarnings(\"ignore\")\n", - "\n", - "pd.set_option(\"display.float_format\", lambda x: \"%.5f\" % x)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c3fe7db5-ec6a-42cf-9e66-52dc1de22370", - "metadata": {}, - "outputs": [], - "source": [ - "try:\n", - " theme = TerminalStyle(\"light\", \"light\", \"light\")\n", - "except:\n", - " pass\n", - "stylesheet = widgets.html_report_stylesheet()\n", - "try:\n", - " with open(\"./openbb_terminal/reports/OpenBB_reports_logo.png\", \"rb\") as image_file:\n", - " openbb_image_encoded = base64.b64encode(image_file.read())\n", - "except FileNotFoundError:\n", - " openbb_image_encoded = None" - ] - }, - { - "cell_type": "markdown", - "id": "807fda4e", - "metadata": {}, - "source": [ - "## Select Ticker" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "intended-sherman", - "metadata": { - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters that will be replaced when calling this notebook\n", - "# Do not leave parameters blank as notebook will not run otherwise\n", - "symbol = \"ATOM\"\n", - "report_name = \"Crypto Report for ATOM\"" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2c46efb8", - "metadata": {}, - "outputs": [], - "source": [ - "ticker = symbol" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d4897334", - "metadata": {}, - "outputs": [], - "source": [ - "author = \"\"\n", - "report_title = f\"INVESTMENT RESEARCH REPORT ON {ticker.upper()}\"\n", - "report_date = datetime.datetime.now().strftime(\"%d %B, %Y\")\n", - "report_time = datetime.datetime.now().strftime(\"%H:%M\")\n", - "report_timezone = datetime.datetime.now(datetime.timezone.utc).astimezone().tzinfo\n", - "report_title, report_date, report_time, report_timezone" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "35d9a943", - "metadata": {}, - "outputs": [], - "source": [ - "# basic info\n", - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", - "\n", - "cp_id = get_coinpaprika_id(ticker)\n", - "basic_info = openbb.crypto.dd.basic(cp_id)\n", - "if not basic_info.empty:\n", - " basic_info = basic_info.set_index(\"Metric\")\n", - " basic_info" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "091d305e", - "metadata": {}, - "outputs": [], - "source": [ - "news = openbb.common.news(term=ticker).head(10)\n", - "news = news.set_index(\"published\")\n", - "news.sort_index()\n", - "news[\"link\"] = news[\"link\"].apply(lambda x: f'{x}')\n", - "news" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "bd281ab8", - "metadata": {}, - "outputs": [], - "source": [ - "links = openbb.crypto.dd.links(ticker)\n", - "\n", - "if not links.empty:\n", - " links = links.set_index(\"Name\")\n", - "\n", - " links[\"Link\"] = links[\"Link\"].apply(lambda x: f'{x}')\n", - "\n", - " links" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9b73e41f", - "metadata": {}, - "outputs": [], - "source": [ - "# alt index\n", - "\n", - "# fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", - "# openbb.crypto.ov.altindex(external_axes=[ax], chart=True)\n", - "# fig.tight_layout()\n", - "# f = io.BytesIO()\n", - "# fig.savefig(f, format=\"svg\")\n", - "# altindex = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "07d09ce8", - "metadata": {}, - "outputs": [], - "source": [ - "five_year = datetime.datetime.now() - datetime.timedelta(days=1825)\n", - "three_year = datetime.datetime.now() - datetime.timedelta(days=1095)\n", - "one_year = datetime.datetime.now() - datetime.timedelta(days=365)\n", - "three_months = datetime.datetime.now() - datetime.timedelta(days=90)\n", - "\n", - "dates = {\n", - " \"three_months\": three_months,\n", - " \"one_year\": one_year,\n", - " \"three_year\": three_year,\n", - " \"five_year\": five_year,\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e6d6d43d", - "metadata": {}, - "outputs": [], - "source": [ - "def get_historical_data(ticker, dict_of_dates, is_plot=True):\n", - "\n", - " list_of_historical_data = []\n", - "\n", - " for date in dict_of_dates:\n", - " data = openbb.crypto.load(\n", - " symbol=ticker,\n", - " start_date=dict_of_dates[date],\n", - " )\n", - "\n", - " # we'll be using the adjusted close price as same as close price\n", - " data[\"Adj Close\"] = data[\"Close\"]\n", - "\n", - " if is_plot:\n", - " fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", - " plt.suptitle(\n", - " f\"{date} historical data for {ticker.upper()}\",\n", - " fontsize=14,\n", - " color=\"black\",\n", - " )\n", - " data.plot(y=\"Close\", ax=ax)\n", - " plt.ylabel(\"USDT\")\n", - "\n", - " fig.tight_layout()\n", - " f = io.BytesIO()\n", - " fig.savefig(f, format=\"svg\")\n", - " plot_data = f.getvalue().decode(\"utf-8\")\n", - "\n", - " list_of_historical_data.append(plot_data)\n", - " else:\n", - " list_of_historical_data.append(data)\n", - "\n", - " return list_of_historical_data" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ed19a708", - "metadata": {}, - "outputs": [], - "source": [ - "historical_data = get_historical_data(ticker, dates)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8f815dbc", - "metadata": {}, - "outputs": [], - "source": [ - "historical_data_one_year = get_historical_data(ticker, {\"one_year\": one_year}, False)[0]\n", - "historical_data_one_year" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "081a4bb3", - "metadata": {}, - "outputs": [], - "source": [ - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import show_quick_performance\n", - "\n", - "show_quick_performance(\n", - " crypto_df=historical_data_one_year,\n", - " symbol=ticker,\n", - " current_currency=\"USDT\",\n", - " source=\"cctx\",\n", - " exchange=\"binance\",\n", - " interval=\"1440\",\n", - ")\n", - "\n", - "fig = plt.figure(figsize=(11, 3), dpi=150)\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "quick_performance = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "88af0fbe", - "metadata": {}, - "outputs": [], - "source": [ - "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", - "openbb.crypto.dd.headlines(ticker, external_axes=[ax], chart=True)\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "headlines = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3b23868d", - "metadata": {}, - "outputs": [], - "source": [ - "# fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", - "# openbb.crypto.chart(\n", - "# historical_data_one_year,\n", - "# symbol=ticker,\n", - "# currency=\"USDT\",\n", - "# source=\"cctx\",\n", - "# exchange=\"binance\",\n", - "# interval=\"1440\",\n", - "# external_axes=[ax1, ax2],\n", - "# )\n", - "# fig.tight_layout()\n", - "# f = io.BytesIO()\n", - "# fig.savefig(f, format=\"svg\")\n", - "# one_year_candle = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e4509c6e", - "metadata": {}, - "outputs": [], - "source": [ - "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", - "openbb.crypto.chart(\n", - " historical_data_one_year,\n", - " to_symbol=ticker,\n", - " from_symbol=\"USDT\",\n", - " source=\"cctx\",\n", - " exchange=\"binance\",\n", - " interval=\"1440\",\n", - " external_axes=[ax1, ax2],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "candle_one_year = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "markdown", - "id": "7f83daae", - "metadata": {}, - "source": [ - "## Due Diligence" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "93d66cf1", - "metadata": {}, - "outputs": [], - "source": [ - "# market cap dominance\n", - "\n", - "fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", - "openbb.crypto.dd.mcapdom(symbol=ticker, external_axes=[ax], chart=True)\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "mcapdom = f.getvalue().decode(\"utf-8\")\n", - "mcapdom_df = openbb.crypto.dd.mcapdom(symbol=ticker)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "284b0586", - "metadata": {}, - "outputs": [], - "source": [ - "# roadmap\n", - "\n", - "fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", - "openbb.crypto.dd.rm(symbol=ticker, external_axes=[ax], chart=True)\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "roadmap_view = f.getvalue().decode(\"utf-8\")\n", - "\n", - "roadmap_model = openbb.crypto.dd.rm(symbol=ticker)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f496d047", - "metadata": {}, - "outputs": [], - "source": [ - "if not roadmap_model.empty:\n", - " roadmap_model = roadmap_model.set_index(\"Date\")\n", - " roadmap_model.sort_index()\n", - " roadmap_model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9ddbc654", - "metadata": {}, - "outputs": [], - "source": [ - "fig, ax1 = plt.subplots(figsize=(11, 5), dpi=150)\n", - "ax2 = ax1.twinx()\n", - "openbb.crypto.dd.tk(symbol=ticker, external_axes=[ax1, ax2], chart=True)\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "tokenomics_view = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "aecd816f", - "metadata": {}, - "outputs": [], - "source": [ - "tokenomics_model = openbb.crypto.dd.rm(symbol=ticker)\n", - "if not tokenomics_model.empty:\n", - " tokenomics_model = tokenomics_model.set_index(\"Date\")\n", - " tokenomics_model.sort_index()\n", - " tokenomics_model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7d02fcc4", - "metadata": {}, - "outputs": [], - "source": [ - "# fundraise\n", - "\n", - "fundraise = openbb.crypto.dd.fr(symbol=ticker)\n", - "fundraise_info = fundraise[0]\n", - "fundraise_df = fundraise[1]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5e625a2e", - "metadata": {}, - "outputs": [], - "source": [ - "trading_pair_info = openbb.crypto.dd.trading_pair_info(f\"{ticker}-USDT\")\n", - "if not trading_pair_info.empty:\n", - " trading_pair_info = trading_pair_info.set_index(\"Metric\")\n", - " trading_pair_info" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8f33b4d8", - "metadata": {}, - "outputs": [], - "source": [ - "import openbb_terminal.cryptocurrency.due_diligence.pycoingecko_model as gecko\n", - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coingecko_id\n", - "\n", - "ath = pd.DataFrame()\n", - "try:\n", - " cg_id = get_coingecko_id(symbol=ticker)\n", - " coin = gecko.Coin(ticker)\n", - " ath = coin.get_all_time_high(currency=cg_id)\n", - "\n", - "except Exception as e:\n", - " # ath = str(\"Reached coingecko API limit\")\n", - " pass" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2a82e990", - "metadata": {}, - "outputs": [], - "source": [ - "import openbb_terminal.cryptocurrency.due_diligence.pycoingecko_model as gecko\n", - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coingecko_id\n", - "\n", - "atl = pd.DataFrame()\n", - "try:\n", - " cg_id = get_coingecko_id(symbol=ticker)\n", - " coin = gecko.Coin(ticker)\n", - " atl = coin.get_all_time_low(currency=cg_id)\n", - "\n", - "except Exception as e:\n", - " # atl = str(\"Reached coingecko API limit\")\n", - " pass" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e9e512e9", - "metadata": {}, - "outputs": [], - "source": [ - "# market stats about loaded coin\n", - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", - "\n", - "cp_id = get_coinpaprika_id(ticker)\n", - "market = openbb.crypto.dd.mkt(cp_id)\n", - "\n", - "if not market.empty:\n", - " market = market.set_index(\"exchange\")\n", - "\n", - " market[\"market_url\"] = market[\"market_url\"].apply(\n", - " lambda x: f'{x}'\n", - " )\n", - "\n", - " market" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1d6e76cb", - "metadata": {}, - "outputs": [], - "source": [ - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", - "\n", - "# all exchanges where loaded coin is listed\n", - "cp_id = get_coinpaprika_id(ticker)\n", - "ex = openbb.crypto.dd.ex(cp_id)\n", - "if not ex.empty:\n", - " ex = ex.set_index(\"id\")\n", - " ex" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1fcdbc67", - "metadata": {}, - "outputs": [], - "source": [ - "# last trades\n", - "trades = openbb.crypto.dd.trades(symbol=f\"{ticker}-USDT\")\n", - "if not trades.empty:\n", - " trades = trades.set_index(\"time\")\n", - " trades" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "262d190a", - "metadata": {}, - "outputs": [], - "source": [ - "# order book\n", - "\n", - "fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", - "openbb.crypto.dd.cbbook(symbol=f\"{ticker}-USDT\", external_axes=[ax], chart=True)\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "order_book = f.getvalue().decode(\"utf-8\")\n", - "order_book_raw = openbb.crypto.dd.cbbook(symbol=f\"{ticker}-USDT\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "95cdc32e", - "metadata": {}, - "outputs": [], - "source": [ - "order_book_raw" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "679d0d79", - "metadata": {}, - "outputs": [], - "source": [ - "# price and supply related metrics for loaded coin\n", - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", - "\n", - "cp_id = get_coinpaprika_id(ticker)\n", - "ps = openbb.crypto.dd.ps(cp_id)\n", - "if not ps.empty:\n", - " ps = ps.set_index(\"Metric\")\n", - " ps" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "92e76d79", - "metadata": {}, - "outputs": [], - "source": [ - "# events\n", - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", - "\n", - "cp_id = get_coinpaprika_id(ticker)\n", - "events = openbb.crypto.dd.events(cp_id)\n", - "\n", - "if not events.empty:\n", - " events = events.set_index(\"date\")\n", - "\n", - " events[\"link\"] = events[\"link\"].apply(lambda x: f'{x}')\n", - "\n", - "events" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a14130db", - "metadata": {}, - "outputs": [], - "source": [ - "# social media\n", - "\n", - "from openbb_terminal.cryptocurrency.due_diligence.pycoingecko_view import display_social\n", - "\n", - "display_social(ticker)\n", - "fig = plt.figure()\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "social = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8f89627f", - "metadata": {}, - "outputs": [], - "source": [ - "# tweets for loaded coin\n", - "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", - "\n", - "cp_id = get_coinpaprika_id(ticker)\n", - "tweets = openbb.crypto.dd.twitter(cp_id)\n", - "tweets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9bb75443", - "metadata": {}, - "outputs": [], - "source": [ - "# github activity over time\n", - "\n", - "gh_data = openbb.crypto.dd.gh(symbol=ticker)\n", - "\n", - "if not gh_data.empty:\n", - " fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", - " openbb.crypto.dd.gh(symbol=ticker, external_axes=[ax], chart=True)\n", - " fig.tight_layout()\n", - " f = io.BytesIO()\n", - " fig.savefig(f, format=\"svg\")\n", - " gh = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "markdown", - "id": "fcaa973d", - "metadata": {}, - "source": [ - "## TA\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "477317b4", - "metadata": {}, - "outputs": [], - "source": [ - "ticker_data = historical_data_one_year.copy()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7af3695c", - "metadata": {}, - "outputs": [], - "source": [ - "# simple moving average\n", - "ticker_data.index.names = [\"date\"]\n", - "\n", - "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", - "openbb.common.ta.ma(\n", - " data=ticker_data[\"Close\"],\n", - " ma_type=\"SMA\",\n", - " symbol=ticker,\n", - " external_axes=[ax],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "sma = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5d5089fa", - "metadata": {}, - "outputs": [], - "source": [ - "# exponential moving average\n", - "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", - "openbb.common.ta.ma(\n", - " data=ticker_data[\"Close\"],\n", - " ma_type=\"EMA\",\n", - " symbol=ticker,\n", - " external_axes=[ax],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "ema = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5facfbf4", - "metadata": {}, - "outputs": [], - "source": [ - "# zero lag exponential moving average\n", - "\n", - "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", - "openbb.common.ta.ma(\n", - " data=ticker_data[\"Close\"],\n", - " ma_type=\"ZLMA\",\n", - " symbol=ticker,\n", - " external_axes=[ax],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "zlma = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "df54f7ad", - "metadata": {}, - "outputs": [], - "source": [ - "# commodity channel index\n", - "\n", - "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", - "openbb.common.ta.cci(\n", - " data=ticker_data,\n", - " symbol=ticker,\n", - " external_axes=[ax1, ax2],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "cci = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f53469eb", - "metadata": {}, - "outputs": [], - "source": [ - "# moving average convergence/divergence\n", - "\n", - "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", - "openbb.common.ta.macd(\n", - " data=ticker_data[\"Adj Close\"],\n", - " symbol=ticker,\n", - " external_axes=[ax1, ax2],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "macd = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "dd79e6b6", - "metadata": {}, - "outputs": [], - "source": [ - "# fisher transform\n", - "\n", - "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 11), dpi=150)\n", - "ax3 = ax2.twinx()\n", - "openbb.common.ta.fisher(\n", - " data=ticker_data,\n", - " symbol=ticker,\n", - " external_axes=[ax1, ax2, ax3],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "fisher = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b699e61f", - "metadata": {}, - "outputs": [], - "source": [ - "# aroon indicator\n", - "\n", - "fig, (ax1, ax2, ax3) = plt.subplots(nrows=3, ncols=1, figsize=(11, 11), dpi=150)\n", - "openbb.common.ta.aroon(\n", - " data=ticker_data,\n", - " symbol=ticker,\n", - " external_axes=[ax1, ax2, ax3],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "aroon = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "79401027", - "metadata": {}, - "outputs": [], - "source": [ - "# bollinger bands\n", - "\n", - "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", - "openbb.common.ta.bbands(\n", - " data=ticker_data,\n", - " symbol=ticker,\n", - " external_axes=[ax],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "bbands = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0b5e2949", - "metadata": {}, - "outputs": [], - "source": [ - "# fibonacci retracement\n", - "\n", - "fig, ax1 = plt.subplots(figsize=(11, 5), dpi=150)\n", - "ax2 = ax1.twinx()\n", - "openbb.common.ta.fib(\n", - " data=ticker_data,\n", - " symbol=ticker,\n", - " external_axes=[ax1, ax2],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "fib = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "markdown", - "id": "48847a7f", - "metadata": {}, - "source": [ - "## QA" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e77b373b", - "metadata": {}, - "outputs": [], - "source": [ - "# summary\n", - "\n", - "summary = openbb.common.qa.summary(data=ticker_data)\n", - "summary" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3ecfc93e", - "metadata": {}, - "outputs": [], - "source": [ - "# normality statistics and tests\n", - "\n", - "# fig, _ = plt.subplots(figsize=(11, 3), dpi=150)\n", - "# openbb.common.qa.normality(\n", - "# data=ticker_data,\n", - "# target=\"Close\",\n", - "# chart=True,\n", - "# )\n", - "# fig.tight_layout()\n", - "# f = io.BytesIO()\n", - "# fig.savefig(f, format=\"svg\")\n", - "\n", - "normality = openbb.common.qa.normality(\n", - " data=ticker_data[\"Close\"],\n", - ")\n", - "normality" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8abe96b0", - "metadata": {}, - "outputs": [], - "source": [ - "# box and whisker plot\n", - "\n", - "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", - "openbb.common.qa.bw(\n", - " symbol=ticker,\n", - " data=ticker_data,\n", - " target=\"Close\",\n", - " yearly=False,\n", - " external_axes=[ax],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "bw = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "66a7dccc", - "metadata": {}, - "outputs": [], - "source": [ - "# rolling mean and std deviation of prices\n", - "\n", - "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", - "openbb.common.qa.rolling(\n", - " symbol=ticker,\n", - " data=ticker_data,\n", - " target=\"Close\",\n", - " external_axes=[ax1, ax2],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "rolling = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d6b43dd7", - "metadata": {}, - "outputs": [], - "source": [ - "# rolling kurtosis of distribution of prices\n", - "\n", - "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", - "openbb.common.qa.kurtosis(\n", - " symbol=ticker,\n", - " data=ticker_data,\n", - " target=\"Close\",\n", - " external_axes=[ax1, ax2],\n", - " chart=True,\n", - ")\n", - "fig.tight_layout()\n", - "f = io.BytesIO()\n", - "fig.savefig(f, format=\"svg\")\n", - "kurtosis = f.getvalue().decode(\"utf-8\")" - ] - }, - { - "cell_type": "markdown", - "id": "ebdbebf5", - "metadata": {}, - "source": [ - "## PRED" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "fd5136de", - "metadata": {}, - "outputs": [], - "source": [ - "# TODO: add prediction" - ] - }, - { - "cell_type": "markdown", - "id": "ac501a32-124d-4d21-aae1-a8d147bb1071", - "metadata": {}, - "source": [ - "## Render the report template to a file" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "abfe37e4-ea38-42c3-8fb5-7cceb233fb12", - "metadata": {}, - "outputs": [], - "source": [ - "body = \"\"\n", - "\n", - "if openbb_image_encoded:\n", - " img = f'\"OpenBB\"'\n", - "else:\n", - " img = None\n", - "floppy_disk_img = \"openbb_terminal/reports/floppy-disc.png\"\n", - "body += widgets.header(\n", - " img,\n", - " floppy_disk_img,\n", - " author,\n", - " report_date,\n", - " report_time,\n", - " report_timezone,\n", - " f\"INVESTMENT RESEARCH REPORT: {ticker}\",\n", - ")\n", - "\n", - "body += widgets.tablinks(\n", - " [\n", - " \"SUMMARY\",\n", - " \"Due Diligence\",\n", - " \"Technical Analysis\",\n", - " \"Quantitative Analysis\",\n", - " ]\n", - ")\n", - "\n", - "comment = \"\"\n", - "\n", - "# Summary tab\n", - "htmlcode = \"\"\n", - "htmlcode += widgets.row(\n", - " [widgets.h(3, \"Basic information about loaded coin\") + basic_info.to_html()]\n", - ")\n", - "if not links.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"Links\") + links.to_html(escape=False)])\n", - "\n", - "htmlcode += widgets.row([widgets.h(3, \"Published news\") + news.to_html(escape=False)])\n", - "# htmlcode += widgets.row([widgets.h(3, \"Altindex\")])\n", - "# htmlcode += widgets.row([altindex])\n", - "\n", - "htmlcode += widgets.row([widgets.h(3, \"Historical data\")])\n", - "for data in historical_data:\n", - " htmlcode += widgets.row([data])\n", - "\n", - "htmlcode += widgets.row([widgets.h(3, \"1-year historical data candlestick chart\")])\n", - "htmlcode += widgets.row([candle_one_year])\n", - "htmlcode += widgets.row([widgets.h(3, \"Sentiment analysis\")])\n", - "htmlcode += widgets.row([headlines])\n", - "# TODO: print rich table\n", - "# htmlcode += widgets.row([widgets.h(3, \"Quick performance\")])\n", - "# htmlcode += widgets.row([quick_performance])\n", - "body += widgets.add_tab(\"SUMMARY\", htmlcode)\n", - "\n", - "# # Due diligence tab\n", - "htmlcode = \"\"\n", - "htmlcode += widgets.row(\n", - " [widgets.h(3, f\"Trading pair info {ticker}/USDT\") + trading_pair_info.to_html()]\n", - ")\n", - "if not mcapdom_df.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"Market cap dominance\")])\n", - " htmlcode += widgets.row([mcapdom])\n", - "\n", - "if not roadmap_model.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"Roadmap\") + roadmap_model.to_html()])\n", - " htmlcode += widgets.row([roadmap_view])\n", - "\n", - "if not tokenomics_model.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"Tokenomics\") + tokenomics_model.to_html()])\n", - " htmlcode += widgets.row([tokenomics_view])\n", - "\n", - "if not fundraise_df.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"Fundraising Details\")])\n", - " htmlcode += widgets.row([widgets.p(fundraise_info)])\n", - " htmlcode += widgets.row([fundraise_df.to_html()])\n", - "\n", - "if not ath.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"All time high\")])\n", - " htmlcode += widgets.row([ath.to_html()])\n", - "\n", - "if not atl.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"All time low\")])\n", - " htmlcode += widgets.row([atl.to_html()])\n", - "\n", - "htmlcode += widgets.row([widgets.h(3, \"All markets\")])\n", - "htmlcode += widgets.row([market.sample(n=20).sort_index().to_html(escape=False)])\n", - "htmlcode += widgets.row([widgets.h(3, \"Exchanges where loaded coin is listed\")])\n", - "htmlcode += widgets.row([ex.sample(n=20).sort_index().to_html()])\n", - "htmlcode += widgets.row([widgets.h(3, \"Last trades\")])\n", - "htmlcode += widgets.row([trades.tail(20).to_html()])\n", - "\n", - "if order_book_raw:\n", - " htmlcode += widgets.row([widgets.h(3, \"Order book\")])\n", - " htmlcode += widgets.row([order_book])\n", - "\n", - "htmlcode += widgets.row(\n", - " [widgets.h(3, \"Price and supply related metrics for loaded coin\")]\n", - ")\n", - "htmlcode += widgets.row([ps.to_html()])\n", - "if not events.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"Events\")])\n", - " htmlcode += widgets.row([events.to_html(escape=False)])\n", - "# TODO: print rich table\n", - "# htmlcode += widgets.row([widgets.h(3, \"Tweets for loaded coin\")])\n", - "# htmlcode += widgets.row([tweets])\n", - "# htmlcode += widgets.row([widgets.h(3, \"Social media\")])\n", - "# htmlcode += widgets.row([social.to_html()])\n", - "if not gh_data.empty:\n", - " htmlcode += widgets.row([widgets.h(3, \"Github activity over time\")])\n", - " htmlcode += widgets.row([gh])\n", - "else:\n", - " htmlcode += widgets.row([widgets.h(3, \"Github activity over time\")])\n", - " htmlcode += widgets.row([widgets.p(\"No data available.\")])\n", - "\n", - "body += widgets.add_tab(\"Due Diligence\", htmlcode)\n", - "\n", - "# Technical Analysis tab\n", - "htmlcode = \"\"\n", - "htmlcode = widgets.row([widgets.h(3, \"Simple moving average\")])\n", - "htmlcode += widgets.row([sma])\n", - "htmlcode += widgets.row([widgets.h(3, \"Exponential moving average\")])\n", - "htmlcode += widgets.row([ema])\n", - "htmlcode += widgets.row([widgets.h(3, \"Zero lag exponential moving average\")])\n", - "htmlcode += widgets.row([zlma])\n", - "htmlcode += widgets.row([widgets.h(3, \"Commodity channel index\")])\n", - "htmlcode += widgets.row([cci])\n", - "htmlcode += widgets.row([widgets.h(3, \"Moving average convergence/divergence\")])\n", - "htmlcode += widgets.row([macd])\n", - "htmlcode += widgets.row([widgets.h(3, \"Fisher transform\")])\n", - "htmlcode += widgets.row([fisher])\n", - "htmlcode += widgets.row([widgets.h(3, \"Aroon indicator\")])\n", - "htmlcode += widgets.row([aroon])\n", - "htmlcode += widgets.row([widgets.h(3, \"Bollinger bands\")])\n", - "htmlcode += widgets.row([bbands])\n", - "htmlcode += widgets.row([widgets.h(3, \"Fibonacci retracement\")])\n", - "htmlcode += widgets.row([fib])\n", - "body += widgets.add_tab(\"Technical Analysis\", htmlcode)\n", - "\n", - "# Quantitative Analysis tab\n", - "htmlcode = \"\"\n", - "htmlcode = widgets.row([widgets.h(3, \"Summary\") + summary.to_html()])\n", - "htmlcode += widgets.row(\n", - " [widgets.h(3, \"Normality statistics and tests\") + normality.to_html()]\n", - ")\n", - "htmlcode += widgets.row([widgets.h(3, \"Box and whisker plot\")])\n", - "htmlcode += widgets.row([bw])\n", - "htmlcode += widgets.row([widgets.h(3, \"Rolling mean and std deviation of prices\")])\n", - "htmlcode += widgets.row([rolling])\n", - "htmlcode += widgets.row([widgets.h(3, \"Rolling kurtosis of distribution of prices\")])\n", - "htmlcode += widgets.row([kurtosis])\n", - "body += widgets.add_tab(\"Quantitative Analysis\", htmlcode)\n", - "\n", - "body += widgets.tab_clickable_and_save_evt()\n", - "report = widgets.html_report(title=report_name, stylesheet=stylesheet, body=body)\n", - "\n", - "# # to save the results\n", - "with open(report_name + \".html\", \"w\", encoding=\"utf-8\") as fh:\n", - " fh.write(report)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "746a3e56", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "celltoolbar": "Tags", - "kernelspec": { - "display_name": "Python 3.10.4 ('obb')", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.4" - }, - "vscode": { - "interpreter": { - "hash": "1a8cc6b6e60740679b24fc1ea93bdeb94d949a22102a80c99b7fd3f0d572afd6" - } - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/openbb_terminal/reports/data/crypto_tickers.csv b/openbb_terminal/reports/data/crypto_tickers.csv new file mode 100644 index 00000000000..8e08688fb64 --- /dev/null +++ b/openbb_terminal/reports/data/crypto_tickers.csv @@ -0,0 +1,100 @@ +Symbol +BTC +ETH +BNB +ADA +DOT +XRP +UNI +LTC +LINK +THETA +USDC +BCH +XLM +LUNA +WBTC +DOGE +VET +CRO +FIL +AAVE +TRX +MIOTA +ATOM +SOL +EOS +AVAX +XMR +BSV +KSM +FTT +XTZ +XEM +BTT +ALGO +NEO +CHZ +DAI +HT +HBAR +EGLD +SUSHI +SNX +DASH +TFUEL +LEO +GRT +DCR +MKR +ZIL +COMP +MATIC +NEAR +ENJ +RVN +BAT +NPXS +ZEC +CAKE +ONE +MANA +NEXO +UMA +ETC +BNT +CHSB +RUNE +YFI +HOT +RSR +ICX +CEL +ZRX +WAVES +FTM +REN +SC +REV +VGX +ONT +DGB +DENT +OKB +IOST +OMG +PAX +CELO +1INCH +NANO +NANO +QTUM +LRC +OCEAN +CRV +KNC +ZEN +MVL +BTG +LSK +XVG diff --git a/openbb_terminal/reports/data/etf_tickers.csv b/openbb_terminal/reports/data/etf_tickers.csv new file mode 100644 index 00000000000..22de7024835 --- /dev/null +++ b/openbb_terminal/reports/data/etf_tickers.csv @@ -0,0 +1,101 @@ +Symbol +SPY +IVV +VOO +VTI +QQQ +VTV +VEA +BND +AGG +IEFA +VUG +VWO +IJR +VIG +IJH +IEMG +IWF +GLD +IWM +IWD +VO +BNDX +VYM +VXUS +VCSH +EFA +VB +BSV +XLE +ITOT +VGT +VCIT +XLV +SCHD +XLK +LQD +VNQ +MUB +SHY +VEU +RSP +SCHX +USMV +XLF +IVW +TIP +BIL +DIA +IAU +IWB +IWR +GOVT +TLT +IXUS +SHV +SCHF +VV +JPST +IVE +VBR +IEF +DGRO +IGSB +VT +SDY +EEM +ESGU +DVY +VTEB +MBB +SCHB +VTIP +IUSB +VGSH +MDY +QUAL +VHT +XLU +XLP +ACWI +VOE +SCHP +DFAC +VMBS +XLY +PFF +EMB +SPLG +SCHG +JEPI +EFV +SCHA +VXF +HYG +BIV +VGK +STIP +IWS +SPYG +VGIT diff --git a/openbb_terminal/reports/data/stocks_tickers.csv b/openbb_terminal/reports/data/stocks_tickers.csv new file mode 100644 index 00000000000..1d355c5a570 --- /dev/null +++ b/openbb_terminal/reports/data/stocks_tickers.csv @@ -0,0 +1,52 @@ +Symbol +AAPL +ABBV +ABT +ACN +AMZN +ASML +AVGO +AZN +BABA +BAC +BMY +BRK-A +COP +COST +CRM +CSCO +CVX +DHR +DIS +GOOGL +HD +JNJ +JPM +KO +LLY +MA +MCD +META +MRK +MSFT +NEE +NVDA +NVO +NVS +ORCL +PEP +PFE +PG +TM +TMO +TMUS +TSLA +TSM +UNH +UPS +V +VZ +WFC +WMT +XOM +Summ diff --git a/openbb_terminal/reports/reports_controller.py b/openbb_terminal/reports/reports_controller.py index 9d1365cc482..be83c726794 100644 --- a/openbb_terminal/reports/reports_controller.py +++ b/openbb_terminal/reports/reports_controller.py @@ -1,28 +1,19 @@ """Reports Controller Module.""" __docformat__ = "numpy" +import argparse import logging +import os # pylint: disable=R1732, R0912 -import os -from pathlib import Path -import re -import webbrowser -from ast import literal_eval -from datetime import datetime -from typing import List -import importlib -import contextlib -import io - -from nbconvert.nbconvertapp import NbConvertApp -from nbconvert.exporters import ScriptExporter -from nbconvert.writers import FilesWriter -from matplotlib import pyplot as plt - +from typing import Any, Dict, List from openbb_terminal import feature_flags as obbff -from openbb_terminal.core.config.paths import USER_EXPORTS_DIRECTORY +from openbb_terminal.core.config.paths import ( + USER_CUSTOM_REPORTS_DIRECTORY, +) +from openbb_terminal.helper_funcs import parse_simple_args +from openbb_terminal.reports import reports_model from openbb_terminal.custom_prompt_toolkit import NestedCompleter from openbb_terminal.decorators import log_start_end from openbb_terminal.menu import session @@ -35,283 +26,239 @@ logger = logging.getLogger(__name__) class ReportController(BaseController): """Report Controller class.""" - reports_folder = Path(__file__).parent - - report_names = [ - notebooks[:-6] - for notebooks in os.listdir(reports_folder) - if notebooks.endswith(".ipynb") + CHOICES_COMMANDS: List[str] = [ + "crypto", + "economy", + "equity", + "etf", + "forecast", + "forex", + "portfolio", + "run", + "load", ] - - ids_reports = [str(val + 1) for val in range(len(report_names))] - - d_id_to_report_name = {} - for id_report, report_name in enumerate(report_names): - d_id_to_report_name[str(id_report + 1)] = report_name - - d_params = {} - - max_len_name = max(len(name) for name in report_names) + 2 - reports_opts = "" - for k, report_to_run in d_id_to_report_name.items(): - # Crawl data to look into what - notebook_file = Path(__file__).parent / report_to_run - - # Open notebook with report template - with open(str(notebook_file) + ".ipynb") as n_file: - notebook_content = n_file.read() - - # Look for the metadata cell to understand if there are parameters required by the report - metadata_cell = """"metadata": {\n "tags": [\n "parameters"\n ]\n },\n "outputs":""" - - # Locate position of the data of interest and get parameters - notebook_metadata_content = notebook_content[ - notebook_content.find(metadata_cell) : # noqa: E203 - ] - cell_start = 'source": ' - cell_end = "]" - params = notebook_metadata_content[ - notebook_metadata_content.find( - cell_start - ) : notebook_metadata_content.find( # noqa: E203 - cell_end, notebook_metadata_content.find(cell_start) - ) - + 1 - ] - # Make sure that the parameters provided are relevant - if "parameters" in notebook_content: - l_params = [ - param.split("=")[0][:-1] - for param in literal_eval(params.strip('source": ')) - if param[0] not in ["#", "\n"] - ] - def_params = [ - param.split("=")[1][2:-1] - for param in literal_eval(params.strip('source": ')) - if param[0] not in ["#", "\n"] - ] - # to ensure default value is correctly selected - for param in range(len(def_params) - 1): - def_params[param] = def_params[param][:-1] - - if "report_name" in l_params: - l_params.remove("report_name") - d_params[report_to_run] = [l_params, def_params] - - # On the menu of choices add the parameters necessary for each template report - if len(l_params) > 1 or not l_params: - args = f"<{'> <'.join(l_params)}>" - else: - args = f"<{l_params[0]}>" - - reports_opts += ( - f" {k}. {report_to_run}" - + f"{(max_len_name-len(report_to_run))*' '} " - + f"{args if args != '<>' else ''}\n" - ) - CHOICES_MENUS = report_names + ids_reports + ["r", "reset"] PATH = "/reports/" + REPORTS: List[str] = reports_model.get_reports_available() + REPORTS = sorted(list(set(CHOICES_COMMANDS).intersection(REPORTS))) + PARAMETERS_DICT: Dict[str, Any] = {} + def __init__(self, queue: List[str] = None): """Constructor""" + super().__init__(queue) + self.update_choices() + + def update_choices(self): + """Update controller choices with reports available under templates folder.""" + + for report_name in self.REPORTS: + # Extract report parameters do display on menu + self.PARAMETERS_DICT[report_name] = reports_model.extract_parameters( + str(reports_model.REPORTS_FOLDER / report_name) + ) if session and obbff.USE_PROMPT_TOOLKIT: - choices: dict = {c: {} for c in self.controller_choices} - choices["support"] = self.SUPPORT_CHOICES - choices["about"] = self.ABOUT_CHOICES + self.choices: dict = {c: {} for c in self.controller_choices} + self.choices["run"] = { + "--file": {c: None for c in reports_model.USER_REPORTS}, + "-f": "--file", + "--parameters": {}, + "-p": "--parameters", + } + for report_name in self.REPORTS: - self.completer = NestedCompleter.from_nested_dict(choices) + # Completer with limited user choices to avoid unforeseen problems + self.choices[report_name] = {} + for arg in self.PARAMETERS_DICT[report_name]: + if report_name in reports_model.REPORT_CHOICES: + self.choices[report_name][ + "--" + arg + ] = reports_model.REPORT_CHOICES[report_name]["--" + arg] + + self.choices["support"] = self.SUPPORT_CHOICES + self.choices["about"] = self.ABOUT_CHOICES + + self.completer = NestedCompleter.from_nested_dict(self.choices) def print_help(self): """Print help.""" + + self.REPORTS = reports_model.get_reports_available() + self.REPORTS = sorted( + list(set(self.CHOICES_COMMANDS).intersection(self.REPORTS)) + ) + self.update_choices() + mt = MenuText("reports/") mt.add_info("_reports_") - mt.add_raw(f"[cmds]{self.reports_opts}[/cmds]") + mt.add_raw("\n") + mt.add_info("_OpenBB_reports_") + MAX_LEN_NAME = max(len(name) for name in self.REPORTS) + 2 + templates_string = "" + for report_name in self.REPORTS: + + parameters_names = list(self.PARAMETERS_DICT[report_name].keys()) + + if len(parameters_names) > 1 or not parameters_names: + args = f"<{'> <'.join(parameters_names)}>" + else: + args = f"<{parameters_names[0]}>" + + templates_string += ( + f" [cmds]{report_name}[/cmds]" + + f"{(MAX_LEN_NAME-len(report_name))*' '} " + + f"[param]{args if args != '<>' else ''}[/param]\n" + ) + mt.add_raw(f"{templates_string}") + mt.add_raw("\n") + mt.add_info("_Custom_reports_") + mt.add_cmd("run") console.print(text=mt.menu_text, menu="Reports - WORK IN PROGRESS") @log_start_end(log=logger) - def switch(self, an_input: str): - """Process and dispatch input. + def call_etf(self, other_args: List[str]): + self.run_report("etf", other_args) - Parameters - ---------- - an_input : str - string with input arguments + @log_start_end(log=logger) + def call_forex(self, other_args: List[str]): + self.run_report("forex", other_args) - Returns - ------- - List[str] - List of commands in the queue to execute - """ - # Empty command - if not an_input: - console.print("") - return self.queue + @log_start_end(log=logger) + def call_portfolio(self, other_args: List[str]): + self.run_report("portfolio", other_args) - # Navigation slash is being used - if "/" in an_input: - actions = an_input.split("/") + @log_start_end(log=logger) + def call_economy(self, other_args: List[str]): + self.run_report("economy", other_args) - # Absolute path is specified - if not actions[0]: - an_input = "home" - # Relative path so execute first instruction - else: - an_input = actions[0] + @log_start_end(log=logger) + def call_equity(self, other_args: List[str]): + self.run_report("equity", other_args) - # Add all instructions to the queue - for cmd in actions[1:][::-1]: - if cmd: - self.queue.insert(0, cmd) + @log_start_end(log=logger) + def call_crypto(self, other_args: List[str]): + self.run_report("crypto", other_args) - (known_args, other_args) = self.parser.parse_known_args(an_input.split()) - - # Redirect commands to their correct functions - if known_args.cmd: - if known_args.cmd in ("..", "q"): - known_args.cmd = "quit" - elif known_args.cmd in ("?", "h"): - known_args.cmd = "help" - elif known_args.cmd == "r": - known_args.cmd = "reset" - - if known_args.cmd in ["quit", "help", "reset", "home", "exit", "cls"]: - getattr( - self, - "call_" + known_args.cmd, - lambda _: "Command not recognized!", - )(other_args) - - return self.queue - - # Execute the requested report - if known_args.cmd in self.d_id_to_report_name: - report_to_run = self.d_id_to_report_name[known_args.cmd] - else: - report_to_run = known_args.cmd - - params = self.d_params[report_to_run][0] - - # Check that the number of arguments match. We can't check validity of the - # argument used because this depends on what the user will use it for in - # the notebook. This is a downside of allowing the user to have this much - # flexibility. - if len(other_args) != len(params): - console.print("Wrong number of arguments provided!") - if len(params): - console.print("Provide, in order:") - for k, v in enumerate(params): - console.print(f"{k+1}. {v}") - else: - console.print("No argument required.") - console.print("") - return [] - - args_to_output = f"_{'_'.join(other_args)}" if "_".join(other_args) else "" - report_output_name = ( - f"{datetime.now().strftime('%Y%m%d_%H%M%S')}" - + "_" - + f"{report_to_run}{args_to_output}" - ) - notebook_output = str( - USER_EXPORTS_DIRECTORY / "reports" / report_output_name + @log_start_end(log=logger) + def call_forecast(self, other_args: List[str]): + try: + import darts # pyright: reportMissingImports=false # noqa: F401, E501 #pylint: disable=import-outside-toplevel, unused-import + from darts import ( # pyright: reportMissingImports=false # noqa: F401, E501 #pylint: disable=import-outside-toplevel, unused-import + utils, ) - # only a single backslash appears in the .py file otherwise - notebook_output = notebook_output.replace("\\", "\\\\") - notebook_output = notebook_output.replace("\\", "\\\\") + forecast = True + except ImportError: + forecast = False + console.print( + "\n'forecast' menu dependencies are not installed." + " This part of the SDK will not be usable.\n\n" + "For more information see the official documentation at: " + "[blue]https://openbb-finance.github.io/OpenBBTerminal/sdk/[/blue]\n" + ) + if forecast: + self.run_report("forecast", other_args) - # gather params from user - d_report_params = {} - for idx, param in enumerate(params): - d_report_params[param] = other_args[idx] + @log_start_end(log=logger) + def run_report(self, report_name: str, other_args: List[str]): + parser = argparse.ArgumentParser( + add_help=False, + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + prog=report_name, + description=f"Run {report_name} report.", + ) - d_report_params["report_name"] = notebook_output + if report_name in self.PARAMETERS_DICT: - notebook_file = str(Path(__file__).parent / report_to_run) + # Assign respective parameters as arguments + for arg_name, arg_default in self.PARAMETERS_DICT[report_name].items(): - with open(notebook_file + ".ipynb") as n_file: - notebook_content = n_file.read() + choices = reports_model.get_arg_choices(report_name, arg_name) - params.append("report_name") # re-add report_name - - # replace params in notebook - if "parameters" in notebook_content: - params_to_change = self.d_params[report_to_run][1] - for idx, param in enumerate(params_to_change): - notebook_content = notebook_content.replace( - param, d_report_params[params[idx]], 1 - ) - - notebook_file_copy = notebook_file + "copy" - - with open(notebook_file_copy + ".ipynb", "w") as file: - file.write(notebook_content) - - # use nbconvert to switch to .py - converter = NbConvertApp() - converter.log_level = 40 - converter.export_format = "script" - converter.exporter = ScriptExporter() - converter.writer = FilesWriter() - - converter.convert_single_notebook(notebook_file_copy + ".ipynb") - - python_file = Path(notebook_file_copy + ".py") - python_text = python_file.read_text().split("\n") - - # remove lines with get_ipython - lines = [ - line - for line in python_text - if len(line) == 0 or "get_ipython()" not in line - ] - clean_code = "\n".join(lines) - clean_code = re.sub(r"\n{2,}", "\n\n", clean_code) - python_file.write_text(clean_code.strip()) - - # Check for existing matplotlib figures - _figures_before = plt.get_fignums() - - # Run the report - try: - notebook_execution_output = io.StringIO() - with contextlib.redirect_stdout(notebook_execution_output): - importlib.import_module( - f"openbb_terminal.reports.{report_to_run}copy" - ) - except Exception as error: - console.print("[red]\nReport wasn't executed correctly.\n[/red]") - console.print(f"[red]\nError : {error}\n[/red]") - - # Close the figures that were created during report execution - _figures_after = plt.get_fignums() - for fig_number in _figures_after: - if fig_number not in _figures_before: - plt.close(fig_number) - - notebook_output = notebook_output.replace("\\\\", "\\") - notebook_output = notebook_output.replace("\\\\", "\\") - report_output_path = notebook_output + ".html" - - params.remove("report_name") # remove report_name - - os.remove(notebook_file_copy + ".ipynb") - os.remove(notebook_file_copy + ".py") - - if Path(report_output_path).is_file(): - if obbff.OPEN_REPORT_AS_HTML: - console.print(report_output_path) - webbrowser.open(f"file://{report_output_path}") - - console.print("") - console.print( - f"Exported: {report_output_path}", - "\n", + getattr(parser, "add_argument")( + "--" + arg_name, + type=str, + default=arg_default, + choices=choices, + dest=arg_name, + help=arg_name, ) - else: - console.print("[red]\nReport couldn't be created.\n[/red]") - return self.queue + if ( + other_args + and "-" not in other_args[0][0] + and len(self.PARAMETERS_DICT[report_name]) == 1 + ): + other_args.insert( + 0, "--" + list(self.PARAMETERS_DICT[report_name].keys())[0] + ) + ns_parser = parse_simple_args(parser, other_args) + + if ns_parser: + parameters = vars(ns_parser) + parameters.pop("help") + reports_model.render_report( + input_path=str(reports_model.REPORTS_FOLDER / report_name), + args_dict=parameters, + ) + + else: + console.print("[red]Notebook not found![/red]\n") + + @log_start_end(log=logger) + def call_run(self, other_args: List[str]): + """Process run command""" + parser = argparse.ArgumentParser( + add_help=False, + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + prog="run", + description=f"Run a notebook from this folder: '{str(USER_CUSTOM_REPORTS_DIRECTORY)}'.", + ) + parser.add_argument( + "-f", + "--file", + dest="file", + choices=reports_model.USER_REPORTS, + required="-h" not in other_args, + help="The file to be loaded", + ) + parser.add_argument( + "-p", + "--parameters", + nargs="+", + dest="parameters", + help="Report parameters with format 'name:value'.", + ) + + ns_parser = self.parse_known_args_and_warn(parser, other_args) + + if ns_parser: + # Validate parameter inputs + parameters_dict = {} + if ns_parser.parameters: + for p in ns_parser.parameters: + if ":" in p: + item = p.split(":") + if item[1]: + parameters_dict[item[0]] = item[1] + else: + console.print( + f"[red]Bad format '{p}': empty value.[/red]\nExecuting with defaults.\n" + ) + else: + console.print( + f"[red]Bad format '{p}': use format 'name:value'.[/red]\nExecuting with defaults.\n" + ) + + if ns_parser.file: + complete_file_path = str(USER_CUSTOM_REPORTS_DIRECTORY / ns_parser.file) + if os.path.exists(complete_file_path): + reports_model.render_report( + input_path=complete_file_path, args_dict=parameters_dict + ) + else: + console.print( + f"[red]Notebook '{ns_parser.file}' not found![/red]\n" + ) diff --git a/openbb_terminal/reports/reports_model.py b/openbb_terminal/reports/reports_model.py new file mode 100644 index 00000000000..a19f2385e05 --- /dev/null +++ b/openbb_terminal/reports/reports_model.py @@ -0,0 +1,420 @@ +"""Reports Model Module.""" +__docformat__ = "numpy" + +import logging + +# pylint: disable=R1732, R0912 +import os +from pathlib import Path +from threading import Thread +import webbrowser +from ast import literal_eval +from datetime import datetime +from typing import Any, Dict, List, Union +from ipykernel.kernelapp import IPKernelApp +import papermill as pm +import pandas as pd + +from openbb_terminal import feature_flags as obbff +from openbb_terminal.core.config.paths import ( + MISCELLANEOUS_DIRECTORY, + USER_PORTFOLIO_DATA_DIRECTORY, + USER_REPORTS_DIRECTORY, + USER_CUSTOM_REPORTS_DIRECTORY, +) +from openbb_terminal.decorators import log_start_end +from openbb_terminal.rich_config import console +from openbb_terminal.forex.forex_controller import FX_TICKERS + +logger = logging.getLogger(__name__) + +CURRENT_LOCATION = Path(__file__) +REPORTS_FOLDER = CURRENT_LOCATION.parent / "templates" + +USER_REPORTS = { + filepath.name: filepath + for file_type in ["ipynb"] + for filepath in USER_CUSTOM_REPORTS_DIRECTORY.rglob(f"*.{file_type}") +} + +# TODO: Trim available choices to avoid errors in notebooks. + +etf_data_path = CURRENT_LOCATION.parent / "data" / "etf_tickers.csv" +ETF_TICKERS = pd.read_csv(etf_data_path).iloc[:, 0].to_list() + +crypto_data_path = CURRENT_LOCATION.parent / "data" / "crypto_tickers.csv" +CRYPTO_TICKERS = pd.read_csv(crypto_data_path).iloc[:, 0].to_list() + +stocks_data_path = CURRENT_LOCATION.parent / "data" / "stocks_tickers.csv" +STOCKS_TICKERS = pd.read_csv(stocks_data_path).iloc[:, 0].to_list() + +PORTFOLIO_HOLDINGS_FILES = { + filepath.name: filepath + for file_type in ["xlsx", "csv"] + for filepath in (USER_PORTFOLIO_DATA_DIRECTORY / "holdings").rglob(f"*.{file_type}") +} + +PORTFOLIO_HOLDINGS_FILES.update( + { + filepath.name: filepath + for file_type in ["xlsx", "csv"] + for filepath in ( + MISCELLANEOUS_DIRECTORY / "portfolio_examples" / "holdings" + ).rglob(f"*.{file_type}") + } +) + +REPORT_CHOICES = { + "etf": { + "--symbol": {c: None for c in ETF_TICKERS}, + }, + "forex": { + "--symbol": {c: None for c in FX_TICKERS}, + }, + "portfolio": { + "--orderbook": {c: None for c in PORTFOLIO_HOLDINGS_FILES}, + }, + "economy": None, + "equity": { + "--symbol": {c: None for c in STOCKS_TICKERS}, + }, + "crypto": { + "--symbol": {c: None for c in CRYPTO_TICKERS}, + }, + "forecast": { + "--symbol": {c: None for c in STOCKS_TICKERS + ETF_TICKERS}, + }, +} + + +@log_start_end(log=logger) +def get_arg_choices(report_name: str, arg_name: str) -> Union[List[str], None]: + """Get argument choices from autocompletion for crypto, forex and portfolio. + + Parameters + ---------- + report_name: str + Name of report chosen. + arg_name: str + Argument to limit choices. + + Returns: + List[str]: List with argument choices from autocompletion. + """ + + choices = None + if report_name in ("forex", "portfolio"): + if "--" + arg_name in REPORT_CHOICES[report_name]: # type: ignore + choices = list(REPORT_CHOICES[report_name]["--" + arg_name].keys()) # type: ignore + return choices + + +@log_start_end(log=logger) +def get_reports_available( + folder: Path = REPORTS_FOLDER, warn: bool = True +) -> List[str]: + """Get Jupyter notebook available in folder. + + Parameters + ---------- + folder: Path + Path to folder. + + Returns: + List[str]: List with names of notebooks available. + """ + + bad_format = [] + available = [] + + for notebook in os.listdir(folder): + if notebook.endswith(".ipynb"): + if " " in notebook: + bad_format.append(notebook) + else: + available.append(notebook[:-6]) + + if bad_format and warn: + s = ", ".join(bad_format) + console.print( + f"[red]Character '_' not allowed in the following names: {s}.[/red]" + ) + + return available + + +@log_start_end(log=logger) +def extract_parameters(input_path: str) -> Dict[str, str]: + """Extract required parameters from notebook content. + + Parameters + ---------- + input_path: str + Path of report to be rendered. + + Returns: + Dict[str, str]: Dictionary with parameters names and values. + """ + + input_path = add_ipynb_extension(input_path) + + with open(input_path, encoding="utf-8") as file: + notebook_content = file.read() + + # Look for the metadata cell to understand if there are parameters required by the report + metadata_cell = """"metadata": {\n "tags": [\n "parameters"\n ]\n },\n "outputs":""" + + # Locate position of the data of interest and get parameters + if notebook_content.find(metadata_cell) >= 0: + position = notebook_content.find(metadata_cell) + else: + return {} + + metadata = notebook_content[position:] # noqa: E203 + cell_start = 'source": ' + cell_end = "]" + start_position = metadata.find(cell_start) + params = metadata[ + start_position : metadata.find(cell_end, start_position) + 1 # noqa: E203 + ] + + # Make sure that the parameters provided are relevant + if "parameters" in notebook_content: + parameters_names = [ + param.split("=")[0][:-1] + for param in literal_eval(params.strip('source": ')) + if param[0] not in ["#", "\n"] + ] + parameters_values = [ + param.split("=")[1][2:-2] + for param in literal_eval(params.strip('source": ')) + if param[0] not in ["#", "\n"] + ] + + if "report_name" in parameters_names: + parameters_names.remove("report_name") + + parameters_dict = dict(zip(parameters_names, parameters_values)) + + return parameters_dict + + +@log_start_end(log=logger) +def render_report(input_path: str, args_dict: Dict[str, str]): + """Report rendering end to end. + + Workflow: + 1. Update parameters to use in notebook with received arguments + 2. Create output path + 3. Update parameters with output_path + 4. Validate and execute notebook in a new thread. + + Parameters + ---------- + input_path: str + Path of report to be rendered. + args_dict: Dict[str, str] + Dictionary with received arguments dictionary. + """ + + try: + parameters_dict = update_parameters(input_path, args_dict) + output_path = create_output_path(input_path, parameters_dict) + parameters_dict["report_name"] = output_path + if parameters_dict: + t = Thread( + target=execute_notebook, args=(input_path, parameters_dict, output_path) + ) + t.start() + t.join() + except Exception as e: + console.print(f"[red]Cannot execute notebook - {e}") + + +@log_start_end(log=logger) +def update_parameters(input_path: str, args_dict: Dict[str, str]) -> Dict[str, Any]: + """Update dictionary of parameters to be used in report with received arguments. + + Parameters + ---------- + input_path: str + Path of report to be rendered. + args_dict: Dict[str, str] + Dictionary with received arguments dictionary. + + Returns + ------- + Dict[str, Any] + Dictionary with report parameters. + """ + + parameters_dict = extract_parameters(input_path) + for key, val in args_dict.items(): + if key in parameters_dict: + parameters_dict[key] = val + else: + console.print(f"[red]'{key}' not found in notebook parameters.[/red]") + + return parameters_dict + + +@log_start_end(log=logger) +def create_output_path(input_path: str, parameters_dict: Dict[str, Any]) -> str: + """Create path to save rendered report, thus the output path. + + Parameters + ---------- + input_path: str + Path of report to be rendered. + parameters_dict: Dict[str, Any] + Dictionary with report parameters. + + Returns + ------- + str + Path of rendered report. + """ + + report_name = os.path.split(input_path)[-1] + param_values = list(parameters_dict.values()) + args_to_output = f"_{'_'.join(param_values)}" if "_".join(param_values) else "" + report_output_name = ( + f"{datetime.now().strftime('%Y%m%d_%H%M%S')}" + + "_" + + f"{report_name}{args_to_output}" + ) + output_path = str(USER_REPORTS_DIRECTORY / report_output_name) + output_path = output_path.replace(".", "_") + + return output_path + + +@log_start_end(log=logger) +def execute_notebook(input_path, parameters, output_path): + """Execute the input path's notebook with the parameters provided. + Then, save it in the output path. + + Parameters + ---------- + input_path: str + Path of report to be rendered. + parameters: Dict[str, Any] + Dictionary with report parameters. + output_path: str + Path of rendered report. + """ + + input_path = add_ipynb_extension(input_path) + + try: + result = pm.execute_notebook( + input_path=input_path, + output_path=output_path + ".ipynb", + parameters=parameters, + ) + + if not result["metadata"]["papermill"]["exception"]: + console.print(f"\n[green]Notebook:[/green] {output_path}.ipynb") + if obbff.OPEN_REPORT_AS_HTML: + report_output_path = os.path.join( + os.path.abspath(os.path.join(".")), output_path + ".html" + ) + webbrowser.open(f"file://{report_output_path}") + console.print(f"\n[green]Report:[/green] {report_output_path}\n") + else: + console.print("\n") + else: + console.print("[red]\nReport .html couldn't be created.\n[/red]") + + except pm.PapermillExecutionError as e: + console.print( + f"[red]An error was encountered in cell [{e.cell_index}], check the notebook:[/red]\n" + f"{output_path}\n" + ) + + +@log_start_end(log=logger) +def add_ipynb_extension(path: str) -> str: + """Add .ipynb extension to path. + Parameters + ---------- + path: str + Path to notebook file. + + Returns + ------- + str + Path to .ipynb file. + """ + + if not path.endswith(".ipynb"): + return path + ".ipynb" + return path + + +@log_start_end(log=logger) +def check_ipynb(path: str) -> str: + """Check if there is .ipynb extension in path. + This is useful to the controller type check. + + Parameters + ---------- + path: str + Path to notebook file. + + Returns + ------- + bool + Path if paths endswith .ipynb, else empty string. + """ + + if not path.endswith(".ipynb"): + console.print("[red]Please provide a .ipynb file.[/red]\n") + return "" + return path + + +def ipykernel_launcher(module_file: str, module_hist_file: str): + """This function mocks 'ipykernel_launcher.py' launching a Jupyter notebook kernel. + + It is useful when running python commands inside a frozen application like our + installer distribution, where sys.executable[0] is not the path to python + interpreter, rather it is the path to the application executable. + + Problem: + 'papermill' was trying to execute the following command on a subprocess: + $ .../bin/python -m ipykernel_launcher -f ... --HistoryManager.hist_file ... + + 'papermill' was using '.../bin/python' because it is looks for the sys.executable[0], + which most of the time leads to the python interpreter. In our frozen app, + sys.executable[0] leads to 'OpenBB Terminal/.OpenBB/OpenBBTerminal', which in turn + executes 'terminal.py. + + This means that the command was being executed in 'terminal.py'. Consequently, + one gets the following error message: + $ terminal: error: unrecognized arguments: -m ipykernel_launcher -f ... --HistoryManager.hist_file ... + + Solution: + Parse 'papermill' command in the 'terminal_controller', which is what follows + 'terminal.py' and here receive the parsed 'papermill' command arguments and + route them to IPKernelApp as if this is 'ipykernel_launcher' module + - the kernel is launched. + + Source: https://pyinstaller.org/en/stable/runtime-information.html#using-sys-executable-and-sys-argv-0 + + Parameters + ---------- + module_file: str + Specified connection file. + module_hist_file: str + History manager file. + """ + + IPKernelApp.launch_instance( + argv=[ + "-f", + module_file, + "--HistoryManager.hist_file", + module_hist_file, + ] + ) diff --git a/openbb_terminal/reports/OpenBB_reports_logo.png b/openbb_terminal/reports/templates/OpenBB_reports_logo.png similarity index 100% rename from openbb_terminal/reports/OpenBB_reports_logo.png rename to openbb_terminal/reports/templates/OpenBB_reports_logo.png diff --git a/openbb_terminal/reports/templates/crypto.ipynb b/openbb_terminal/reports/templates/crypto.ipynb new file mode 100644 index 00000000000..b2c07846499 --- /dev/null +++ b/openbb_terminal/reports/templates/crypto.ipynb @@ -0,0 +1,4231 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "70ba2c8a", + "metadata": {}, + "source": [ + "## Notebook setup" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "driven-billion", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import io\n", + "import warnings\n", + "import datetime\n", + "import numpy as np\n", + "import base64\n", + "import pandas as pd\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib_inline.backend_inline\n", + "\n", + "from IPython.display import HTML\n", + "\n", + "# import sys\n", + "# sys.path.append('../../')\n", + "\n", + "from openbb_terminal.sdk import widgets\n", + "from openbb_terminal.sdk import openbb\n", + "from openbb_terminal.helper_classes import TerminalStyle\n", + "from openbb_terminal.core.config.paths import REPOSITORY_DIRECTORY\n", + "\n", + "%matplotlib inline\n", + "matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "pd.set_option(\"display.float_format\", lambda x: \"%.5f\" % x)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "c3fe7db5-ec6a-42cf-9e66-52dc1de22370", + "metadata": {}, + "outputs": [], + "source": [ + "try:\n", + " theme = TerminalStyle(\"light\", \"light\", \"light\")\n", + "except:\n", + " pass\n", + "stylesheet = widgets.html_report_stylesheet()" + ] + }, + { + "cell_type": "markdown", + "id": "807fda4e", + "metadata": {}, + "source": [ + "## Select Ticker" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "intended-sherman", + "metadata": { + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters that will be replaced when calling this notebook\n", + "# Do not leave parameters blank as notebook will not run otherwise\n", + "symbol = \"BTC\"\n", + "report_name = f\"Crypto Report for {symbol}\"" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "2c46efb8", + "metadata": {}, + "outputs": [], + "source": [ + "ticker = symbol" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "d4897334", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('INVESTMENT RESEARCH REPORT ON BTC',\n", + " '21 October, 2022',\n", + " '19:28',\n", + " datetime.timezone(datetime.timedelta(seconds=3600), 'WEST'))" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "author = \"\"\n", + "report_title = f\"INVESTMENT RESEARCH REPORT ON {ticker.upper()}\"\n", + "report_date = datetime.datetime.now().strftime(\"%d %B, %Y\")\n", + "report_time = datetime.datetime.now().strftime(\"%H:%M\")\n", + "report_timezone = datetime.datetime.now(datetime.timezone.utc).astimezone().tzinfo\n", + "report_title, report_date, report_time, report_timezone" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "35d9a943", + "metadata": {}, + "outputs": [], + "source": [ + "# basic info\n", + "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", + "\n", + "cp_id = get_coinpaprika_id(ticker)\n", + "basic_info = openbb.crypto.dd.basic(cp_id)\n", + "if not basic_info.empty:\n", + " basic_info = basic_info.set_index(\"Metric\")\n", + " basic_info" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "091d305e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Fetching data. Please be patient\n",
+       "\n",
+       "
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2022-10-21 14:34:00+00:00Bitcoin, ether slipping even with stock market...<a href=\"https://news.google.com/__i/rss/rd/ar...
\n", + "
" + ], + "text/plain": [ + " title \\\n", + "published \n", + "2022-10-21 18:01:55+00:00 Free BTC Faucet: What Is It And What Are Its B... \n", + "2022-10-21 17:37:15+00:00 Bitcoin Predictions: Why 55 Crypto Pros See BT... \n", + "2022-10-21 17:30:47+00:00 These Bitcoin [BTC] liquidation stats can help... \n", + "2022-10-21 17:01:50+00:00 Bitcoin Adoption: Relai Builds With Checkout.c... \n", + "2022-10-21 16:55:41+00:00 Tesla Holds On to $218,000,000 Bitcoin (BTC) P... \n", + "2022-10-21 16:08:17+00:00 Will ETH Continue in Its Five-Year Downtrend V... \n", + "2022-10-21 15:10:00+00:00 3 historically accurate Bitcoin on-chain metri... \n", + "2022-10-21 15:04:11+00:00 SUSHI to BTC prediction | SushiSwap Showing Si... \n", + "2022-10-21 14:44:31+00:00 Investment Giant Fidelity Plans Crypto Expansi... \n", + "2022-10-21 14:34:00+00:00 Bitcoin, ether slipping even with stock market... \n", + "\n", + " link \n", + "published \n", + "2022-10-21 18:01:55+00:00 {x}')\n", + "news" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "bd281ab8", + "metadata": {}, + "outputs": [], + "source": [ + "links = openbb.crypto.dd.links(ticker)\n", + "\n", + "if not links.empty:\n", + " links = links.set_index(\"Name\")\n", + "\n", + " links[\"Link\"] = links[\"Link\"].apply(lambda x: f'{x}')\n", + "\n", + " links" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "9b73e41f", + "metadata": {}, + "outputs": [], + "source": [ + "# alt index\n", + "\n", + "# fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", + "# openbb.crypto.ov.altindex(external_axes=[ax], chart=True)\n", + "# fig.tight_layout()\n", + "# f = io.BytesIO()\n", + "# fig.savefig(f, format=\"svg\")\n", + "# altindex = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "07d09ce8", + "metadata": {}, + "outputs": [], + "source": [ + "five_year = datetime.datetime.now() - datetime.timedelta(days=1825)\n", + "three_year = datetime.datetime.now() - datetime.timedelta(days=1095)\n", + "one_year = datetime.datetime.now() - datetime.timedelta(days=365)\n", + "three_months = datetime.datetime.now() - datetime.timedelta(days=90)\n", + "\n", + "dates = {\n", + " \"three_months\": three_months,\n", + " \"one_year\": one_year,\n", + " \"three_year\": three_year,\n", + " \"five_year\": five_year,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "e6d6d43d", + "metadata": {}, + "outputs": [], + "source": [ + "def get_historical_data(ticker, dict_of_dates, is_plot=True):\n", + "\n", + " list_of_historical_data = []\n", + "\n", + " for date in dict_of_dates:\n", + " data = openbb.crypto.load(\n", + " symbol=ticker,\n", + " start_date=dict_of_dates[date],\n", + " )\n", + "\n", + " # we'll be using the adjusted close price as same as close price\n", + " data[\"Adj Close\"] = data[\"Close\"]\n", + "\n", + " if is_plot:\n", + " fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", + " plt.suptitle(\n", + " f\"{date} historical data for {ticker.upper()}\",\n", + " fontsize=14,\n", + " color=\"black\",\n", + " )\n", + " data.plot(y=\"Close\", ax=ax)\n", + " plt.ylabel(\"USDT\")\n", + "\n", + " fig.tight_layout()\n", + " f = io.BytesIO()\n", + " fig.savefig(f, format=\"svg\")\n", + " plot_data = f.getvalue().decode(\"utf-8\")\n", + "\n", + " list_of_historical_data.append(plot_data)\n", + " else:\n", + " list_of_historical_data.append(data)\n", + "\n", + " return list_of_historical_data" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "ed19a708", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": "\n\n\n \n \n \n \n 2022-10-21T19:28:48.268944\n image/svg+xml\n \n \n Matplotlib v3.5.3, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "text/plain": [ + "
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "try:\n", + " historical_data = get_historical_data(ticker, dates)\n", + "except Exception as e:\n", + " raise KeyboardInterrupt" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "8f815dbc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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OpenHighLowCloseVolumeAdj Close
date
2021-10-2262193.1500063732.3900060000.0000060688.2200052119.3588660688.22000
2021-10-2360688.2300061747.6400059562.1500061286.7500027626.9367861286.75000
2021-10-2461286.7500061500.0000059510.6300060852.2200031226.5767660852.22000
2021-10-2560852.2200063710.6300060650.0000063078.7800036853.8380663078.78000
2021-10-2663078.7800063293.4800059817.5500060328.8100040217.5008360328.81000
.....................
2022-10-1719262.9800019676.9600019152.0300019549.86000222813.8763419549.86000
2022-10-1819548.4800019706.6600019091.0000019327.44000260313.0784819327.44000
2022-10-1919327.4400019360.1600019065.9700019123.97000186137.2953819123.97000
2022-10-2019123.3500019347.8200018900.0000019041.92000223530.1306819041.92000
2022-10-2119041.9200019229.0000018650.0000019139.03000231923.8289819139.03000
\n", + "

365 rows × 6 columns

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" + ], + "text/plain": [ + " Open High Low Close Volume \\\n", + "date \n", + "2021-10-22 62193.15000 63732.39000 60000.00000 60688.22000 52119.35886 \n", + "2021-10-23 60688.23000 61747.64000 59562.15000 61286.75000 27626.93678 \n", + "2021-10-24 61286.75000 61500.00000 59510.63000 60852.22000 31226.57676 \n", + "2021-10-25 60852.22000 63710.63000 60650.00000 63078.78000 36853.83806 \n", + "2021-10-26 63078.78000 63293.48000 59817.55000 60328.81000 40217.50083 \n", + "... ... ... ... ... ... \n", + "2022-10-17 19262.98000 19676.96000 19152.03000 19549.86000 222813.87634 \n", + "2022-10-18 19548.48000 19706.66000 19091.00000 19327.44000 260313.07848 \n", + "2022-10-19 19327.44000 19360.16000 19065.97000 19123.97000 186137.29538 \n", + "2022-10-20 19123.35000 19347.82000 18900.00000 19041.92000 223530.13068 \n", + "2022-10-21 19041.92000 19229.00000 18650.00000 19139.03000 231923.82898 \n", + "\n", + " Adj Close \n", + "date \n", + "2021-10-22 60688.22000 \n", + "2021-10-23 61286.75000 \n", + "2021-10-24 60852.22000 \n", + "2021-10-25 63078.78000 \n", + "2021-10-26 60328.81000 \n", + "... ... \n", + "2022-10-17 19549.86000 \n", + "2022-10-18 19327.44000 \n", + "2022-10-19 19123.97000 \n", + "2022-10-20 19041.92000 \n", + "2022-10-21 19139.03000 \n", + "\n", + "[365 rows x 6 columns]" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "historical_data_one_year = get_historical_data(ticker, {\"one_year\": one_year}, False)[0]\n", + "historical_data_one_year" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "081a4bb3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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                                              BTC/USDT Performance                                              \n",
+       "┏━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃              ┃        ┃        ┃        ┃          ┃                  ┃                 ┃                    ┃\n",
+       "┃ Price (USDT) ┃ 1D     ┃ 7D     ┃ 1M     ┃ YTD      ┃ Volatility (Ann) ┃ Volume (7D avg) ┃ Circulating Supply ┃\n",
+       "┡━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ 19139.03     │ 0.08 % │ -0.2 % │ 3.67 % │ -59.53 % │ 64.45 %          │ 238.06 K        │ 19.186 M           │\n",
+       "└──────────────┴────────┴────────┴────────┴──────────┴──────────────────┴─────────────────┴────────────────────┘\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[3m BTC/USDT Performance \u001b[0m\n", + "┏━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┓\n", + "┃\u001b[1m \u001b[0m\u001b[1m \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m┃\n", + "┃\u001b[1m \u001b[0m\u001b[1mPrice (USDT)\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m1D \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m7D \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m1M \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mYTD \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mVolatility (Ann)\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mVolume (7D avg)\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mCirculating Supply\u001b[0m\u001b[1m \u001b[0m┃\n", + "┡━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━┩\n", + "│ 19139.03 │ \u001b[32m0.08 %\u001b[0m │ \u001b[31m-0.2 %\u001b[0m │ \u001b[32m3.67 %\u001b[0m │ \u001b[31m-59.53 %\u001b[0m │ 64.45 % │ 238.06 K │ 19.186 M │\n", + "└──────────────┴────────┴────────┴────────┴──────────┴──────────────────┴─────────────────┴────────────────────┘\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import show_quick_performance\n", + "\n", + "show_quick_performance(\n", + " crypto_df=historical_data_one_year,\n", + " symbol=ticker,\n", + " current_currency=\"USDT\",\n", + " source=\"cctx\",\n", + " exchange=\"binance\",\n", + " interval=\"1440\",\n", + ")\n", + "\n", + "fig = plt.figure(figsize=(11, 3), dpi=150)\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "quick_performance = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "88af0fbe", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": "\n\n\n \n \n \n \n 2022-10-21T19:28:52.059193\n image/svg+xml\n \n \n Matplotlib v3.5.3, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", + "openbb.crypto.dd.headlines(ticker, external_axes=[ax], chart=True)\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "headlines = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "3b23868d", + "metadata": {}, + "outputs": [], + "source": [ + "# fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", + "# openbb.crypto.chart(\n", + "# historical_data_one_year,\n", + "# symbol=ticker,\n", + "# currency=\"USDT\",\n", + "# source=\"cctx\",\n", + "# exchange=\"binance\",\n", + "# interval=\"1440\",\n", + "# external_axes=[ax1, ax2],\n", + "# )\n", + "# fig.tight_layout()\n", + "# f = io.BytesIO()\n", + "# fig.savefig(f, format=\"svg\")\n", + "# one_year_candle = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "e4509c6e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", + "openbb.crypto.chart(\n", + " historical_data_one_year,\n", + " to_symbol=ticker,\n", + " from_symbol=\"USDT\",\n", + " source=\"cctx\",\n", + " exchange=\"binance\",\n", + " interval=\"1440\",\n", + " external_axes=[ax1, ax2],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "candle_one_year = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "markdown", + "id": "7f83daae", + "metadata": {}, + "source": [ + "## Due Diligence" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "93d66cf1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": "\n\n\n \n \n \n \n 2022-10-21T19:28:55.147348\n image/svg+xml\n \n \n Matplotlib v3.5.3, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# market cap dominance\n", + "\n", + "fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", + "openbb.crypto.dd.mcapdom(symbol=ticker, external_axes=[ax], chart=True)\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "mcapdom = f.getvalue().decode(\"utf-8\")\n", + "mcapdom_df = openbb.crypto.dd.mcapdom(symbol=ticker)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "284b0586", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n",
+       "
\n" + ], + "text/plain": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                                                    BTC Roadmap                                                    \n",
+       "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃ Title                              ┃ Date       ┃ Details                                                       ┃\n",
+       "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ Whitepaper                         │ 2008-10-31 │ Satoshi Nakamoto published the Bitcoin whitepaper             │\n",
+       "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
+       "│ Genesis Block                      │ 2009-01-03 │ Bitcoin's genesis block is mined                              │\n",
+       "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
+       "│ M-of-N Standard Transactions       │ 2011-10-02 │ BIP 011 implemented M-of-N-signatures required transactions   │\n",
+       "│                                    │            │ as a new 'standard' transaction type. This BIP enabled        │\n",
+       "│                                    │            │ secured wallets, escrow transactions, and other use cases     │\n",
+       "│                                    │            │ where redeeming funds requires more than a single signature.  │\n",
+       "│                                    │            │                                                               │\n",
+       "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
+       "│ Pay to Script Hash                 │ 2012-01-03 │ BIP 016, building off of BIP 013, which introduced Pay to     │\n",
+       "│                                    │            │ Script Hash address types, implemented a new \"standard\"       │\n",
+       "│                                    │            │ transaction type for the Bitcoin scripting system and defined │\n",
+       "│                                    │            │ additional validation rules that apply only to the new        │\n",
+       "│                                    │            │ transactions.                                                 │\n",
+       "│                                    │            │                                                               │\n",
+       "│                                    │            │ The BIP moved the responsibility for supplying the conditions │\n",
+       "│                                    │            │ to redeem a transaction from the sender of the funds to the   │\n",
+       "│                                    │            │ redeemer. Furthermore, it allowed a sender to fund any        │\n",
+       "│                                    │            │ arbitrary transaction, no matter how complicated, using a     │\n",
+       "│                                    │            │ fixed-length 20-byte hash that is short enough to scan from a │\n",
+       "│                                    │            │ QR code or easily copied and pasted                           │\n",
+       "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n",
+       "│ Hierarchical Deterministic Wallets │ 2012-02-11 │ BIP 032 introduced Hierarchical Deterministic Wallets (\"HD    │\n",
+       "│                                    │            │ Wallets\"), wallets that can be shared partially or entirely   │\n",
+       "│                                    │            │ with different systems, each with or without the ability to   │\n",
+       "│                                    │            │ spend coins. HD wallets allow for numerous cryptocurrency     │\n",
+       "│                                    │            │ wallets (public-private key pairs) to be generated from a     │\n",
+       "│                                    │            │ single seed phrase.                                           │\n",
+       "└────────────────────────────────────┴────────────┴───────────────────────────────────────────────────────────────┘\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[3m BTC Roadmap \u001b[0m\n", + "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n", + "┃\u001b[1m \u001b[0m\u001b[1mTitle \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mDate \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mDetails \u001b[0m\u001b[1m \u001b[0m┃\n", + "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n", + "│ Whitepaper │ 2008-10-31 │ Satoshi Nakamoto published the Bitcoin whitepaper │\n", + "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n", + "│ Genesis Block │ 2009-01-03 │ Bitcoin's genesis block is mined │\n", + "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n", + "│ M-of-N Standard Transactions │ 2011-10-02 │ BIP 011 implemented M-of-N-signatures required transactions │\n", + "│ │ │ as a new 'standard' transaction type. This BIP enabled │\n", + "│ │ │ secured wallets, escrow transactions, and other use cases │\n", + "│ │ │ where redeeming funds requires more than a single signature. │\n", + "│ │ │ │\n", + "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n", + "│ Pay to Script Hash │ 2012-01-03 │ BIP 016, building off of BIP 013, which introduced Pay to │\n", + "│ │ │ Script Hash address types, implemented a new \"standard\" │\n", + "│ │ │ transaction type for the Bitcoin scripting system and defined │\n", + "│ │ │ additional validation rules that apply only to the new │\n", + "│ │ │ transactions. │\n", + "│ │ │ │\n", + "│ │ │ The BIP moved the responsibility for supplying the conditions │\n", + "│ │ │ to redeem a transaction from the sender of the funds to the │\n", + "│ │ │ redeemer. Furthermore, it allowed a sender to fund any │\n", + "│ │ │ arbitrary transaction, no matter how complicated, using a │\n", + "│ │ │ fixed-length 20-byte hash that is short enough to scan from a │\n", + "│ │ │ QR code or easily copied and pasted │\n", + "├────────────────────────────────────┼────────────┼───────────────────────────────────────────────────────────────┤\n", + "│ Hierarchical Deterministic Wallets │ 2012-02-11 │ BIP 032 introduced Hierarchical Deterministic Wallets (\"HD │\n", + "│ │ │ Wallets\"), wallets that can be shared partially or entirely │\n", + "│ │ │ with different systems, each with or without the ability to │\n", + "│ │ │ spend coins. HD wallets allow for numerous cryptocurrency │\n", + "│ │ │ wallets (public-private key pairs) to be generated from a │\n", + "│ │ │ single seed phrase. │\n", + "└────────────────────────────────────┴────────────┴───────────────────────────────────────────────────────────────┘\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": "\n\n\n \n \n \n \n 2022-10-21T19:28:57.250132\n image/svg+xml\n \n \n Matplotlib v3.5.3, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# roadmap\n", + "\n", + "fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", + "openbb.crypto.dd.rm(symbol=ticker, external_axes=[ax], chart=True)\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "roadmap_view = f.getvalue().decode(\"utf-8\")\n", + "\n", + "roadmap_model = openbb.crypto.dd.rm(symbol=ticker)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "f496d047", + "metadata": {}, + "outputs": [], + "source": [ + "if not roadmap_model.empty:\n", + " roadmap_model = roadmap_model.set_index(\"Date\")\n", + " roadmap_model.sort_index()\n", + " roadmap_model" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "9ddbc654", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+       "
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                                                  BTC Tokenomics                                                   \n",
+       "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
+       "┃ Metric              ┃ Value                                                                                     ┃\n",
+       "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
+       "│ Emission Type       │ Inflationary                                                                              │\n",
+       "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
+       "│ Consensus Mechanism │ Proof-of-Work                                                                             │\n",
+       "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
+       "│ Consensus Details   │ Consensus                                                                                 │\n",
+       "│                     │ Bitcoin pioneered and currently uses <a                                                   │\n",
+       "│                     │ href=\"https://messari.io/article/nakamoto-consensus\">Nakamoto Consensus</a> whereby the   │\n",
+       "│                     │ valid chain is the longest chain with the most accumulated <a                             │\n",
+       "│                     │ href=\"https://messari.io/resource/proof-of-work\">proof-of-work</a>. Consensus in Bitcoin, │\n",
+       "│                     │ and other systems using Nakamoto Conensus, is probabilistic because there is always a     │\n",
+       "│                     │ chance that a new, longer competing chain could emerge with more accumulated              │\n",
+       "│                     │ proof-of-work, that would invalidate the current chain.                                   │\n",
+       "│                     │                                                                                           │\n",
+       "│                     │ Learn More:                                                                               │\n",
+       "│                     │ How Does Distributed Consensus Work Anyways?                                              │\n",
+       "│                     │ <a href=\"https://messari.io/article/nakamoto-consensus\">Nakamoto Consensus</a>            │\n",
+       "│                     │                                                                                           │\n",
+       "│                     │ Mining                                                                                    │\n",
+       "│                     │ Miners solve computational puzzles to generate new blocks using a <a                      │\n",
+       "│                     │ href=\"https://messari.io/resource/sha-256\">SHA-256</a> algorithm. In this process, miners │\n",
+       "│                     │ compete to generate a <a href=\"https://messari.io/blog/hash-function\">hash</a> less than  │\n",
+       "│                     │ the target number set by Bitcoin's <a                                                     │\n",
+       "│                     │ href=\"https://messari.io/resource/difficulty-level\">difficulty adjustment algorithm</a>.  │\n",
+       "│                     │ The target difficulty level is adjusted every 2016 blocks.                                │\n",
+       "│                     │                                                                                           │\n",
+       "│                     │ Although open to anyone with a CPU, Bitcoin mining is now dominated by <a                 │\n",
+       "│                     │ href=\"https://messari.io/resource/application-specific-integrated-circuits-asics\">ASICs<… │\n",
+       "│                     │ situated in enterprise-scale data centers. In order to smooth individual miner revenue as │\n",
+       "│                     │ mining has become more competitive, mining is now done in pools where participants        │\n",
+       "│                     │ contribute <a href=\"https://messari.io/resource/hash-power\">hash power</a> to the pool    │\n",
+       "│                     │ and receive a proportional share of the profits if the pool finds a valid block.          │\n",
+       "│                     │                                                                                           │\n",
+       "│                     │ Learn More:                                                                               │\n",
+       "│                     │ <a href=\"https://messari.io/resource/mining\">Cryptocurrency Mining</a>                    │\n",
+       "│                     │ State of Cryptocurrency Mining                                                            │\n",
+       "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
+       "│ Mining Algorithm    │ SHA-256                                                                                   │\n",
+       "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
+       "│ Block Reward        │ -                                                                                         │\n",
+       "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
+       "│ Block time          │ 10                                                                                        │\n",
+       "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
+       "│ Total Supply        │ 21 M                                                                                      │\n",
+       "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
+       "│ Max Supply          │ 21 M                                                                                      │\n",
+       "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n",
+       "│ Circulating Supply  │ 19.19 M                                                                                   │\n",
+       "└─────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────┘\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[3m BTC Tokenomics \u001b[0m\n", + "┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n", + "┃\u001b[1m \u001b[0m\u001b[1mMetric \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mValue \u001b[0m\u001b[1m \u001b[0m┃\n", + "┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n", + "│ Emission Type │ Inflationary │\n", + "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ Consensus Mechanism │ Proof-of-Work │\n", + "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ Consensus Details │ Consensus │\n", + "│ │ Bitcoin pioneered and currently uses Nakamoto Consensus whereby the │\n", + "│ │ valid chain is the longest chain with the most accumulated proof-of-work. Consensus in Bitcoin, │\n", + "│ │ and other systems using Nakamoto Conensus, is probabilistic because there is always a │\n", + "│ │ chance that a new, longer competing chain could emerge with more accumulated │\n", + "│ │ proof-of-work, that would invalidate the current chain. │\n", + "│ │ │\n", + "│ │ Learn More: │\n", + "│ │ How Does Distributed Consensus Work Anyways? │\n", + "│ │ Nakamoto Consensus │\n", + "│ │ │\n", + "│ │ Mining │\n", + "│ │ Miners solve computational puzzles to generate new blocks using a SHA-256 algorithm. In this process, miners │\n", + "│ │ compete to generate a hash less than │\n", + "│ │ the target number set by Bitcoin's difficulty adjustment algorithm. │\n", + "│ │ The target difficulty level is adjusted every 2016 blocks. │\n", + "│ │ │\n", + "│ │ Although open to anyone with a CPU, Bitcoin mining is now dominated by ASICs<… │\n", + "│ │ situated in enterprise-scale data centers. In order to smooth individual miner revenue as │\n", + "│ │ mining has become more competitive, mining is now done in pools where participants │\n", + "│ │ contribute hash power to the pool │\n", + "│ │ and receive a proportional share of the profits if the pool finds a valid block. │\n", + "│ │ │\n", + "│ │ Learn More: │\n", + "│ │ Cryptocurrency Mining │\n", + "│ │ State of Cryptocurrency Mining │\n", + "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ Mining Algorithm │ SHA-256 │\n", + "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ Block Reward │ - │\n", + "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ Block time │ 10 │\n", + "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ Total Supply │ 21 M │\n", + "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ Max Supply │ 21 M │\n", + "├─────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────┤\n", + "│ Circulating Supply │ 19.19 M │\n", + "└─────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────┘\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": "\n\n\n \n \n \n \n 2022-10-21T19:29:00.221547\n image/svg+xml\n \n \n Matplotlib v3.5.3, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax1 = plt.subplots(figsize=(11, 5), dpi=150)\n", + "ax2 = ax1.twinx()\n", + "openbb.crypto.dd.tk(symbol=ticker, external_axes=[ax1, ax2], chart=True)\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "tokenomics_view = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "aecd816f", + "metadata": {}, + "outputs": [], + "source": [ + "tokenomics_model = openbb.crypto.dd.rm(symbol=ticker)\n", + "if not tokenomics_model.empty:\n", + " tokenomics_model = tokenomics_model.set_index(\"Date\")\n", + " tokenomics_model.sort_index()\n", + " tokenomics_model" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "7d02fcc4", + "metadata": {}, + "outputs": [], + "source": [ + "# fundraise\n", + "\n", + "fundraise = openbb.crypto.dd.fr(symbol=ticker)\n", + "fundraise_info = fundraise[0]\n", + "fundraise_df = fundraise[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "5e625a2e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
                     Metric       Value\n",
+       "0                        id    BTC-USDT\n",
+       "1             base_currency         BTC\n",
+       "2            quote_currency        USDT\n",
+       "3           quote_increment        0.01\n",
+       "4            base_increment  0.00000001\n",
+       "5              display_name    BTC/USDT\n",
+       "6          min_market_funds           1\n",
+       "7            margin_enabled       False\n",
+       "8             fx_stablecoin       False\n",
+       "9   max_slippage_percentage  0.03000000\n",
+       "10                post_only       False\n",
+       "11               limit_only       False\n",
+       "12              cancel_only       False\n",
+       "13         trading_disabled       False\n",
+       "14                   status      online\n",
+       "15           status_message            \n",
+       "16             auction_mode       False\n",
+       "
\n" + ], + "text/plain": [ + " Metric Value\n", + "0 id BTC-USDT\n", + "1 base_currency BTC\n", + "2 quote_currency USDT\n", + "3 quote_increment 0.01\n", + "4 base_increment 0.00000001\n", + "5 display_name BTC/USDT\n", + "6 min_market_funds 1\n", + "7 margin_enabled False\n", + "8 fx_stablecoin False\n", + "9 max_slippage_percentage 0.03000000\n", + "10 post_only False\n", + "11 limit_only False\n", + "12 cancel_only False\n", + "13 trading_disabled False\n", + "14 status online\n", + "15 status_message \n", + "16 auction_mode False\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "trading_pair_info = openbb.crypto.dd.trading_pair_info(f\"{ticker}-USDT\")\n", + "if not trading_pair_info.empty:\n", + " trading_pair_info = trading_pair_info.set_index(\"Metric\")\n", + " trading_pair_info" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "8f33b4d8", + "metadata": {}, + "outputs": [], + "source": [ + "import openbb_terminal.cryptocurrency.due_diligence.pycoingecko_model as gecko\n", + "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coingecko_id\n", + "\n", + "ath = pd.DataFrame()\n", + "try:\n", + " cg_id = get_coingecko_id(symbol=ticker)\n", + " coin = gecko.Coin(ticker)\n", + " ath = coin.get_all_time_high(currency=cg_id)\n", + "\n", + "except Exception as e:\n", + " # ath = str(\"Reached coingecko API limit\")\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "2a82e990", + "metadata": {}, + "outputs": [], + "source": [ + "import openbb_terminal.cryptocurrency.due_diligence.pycoingecko_model as gecko\n", + "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coingecko_id\n", + "\n", + "atl = pd.DataFrame()\n", + "try:\n", + " cg_id = get_coingecko_id(symbol=ticker)\n", + " coin = gecko.Coin(ticker)\n", + " atl = coin.get_all_time_low(currency=cg_id)\n", + "\n", + "except Exception as e:\n", + " # atl = str(\"Reached coingecko API limit\")\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "e9e512e9", + "metadata": {}, + "outputs": [], + "source": [ + "# market stats about loaded coin\n", + "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", + "\n", + "cp_id = get_coinpaprika_id(ticker)\n", + "market = openbb.crypto.dd.mkt(cp_id)\n", + "\n", + "if not market.empty:\n", + " market = market.set_index(\"exchange\")\n", + "\n", + " market[\"market_url\"] = market[\"market_url\"].apply(\n", + " lambda x: f'{x}'\n", + " )\n", + "\n", + " market" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "1d6e76cb", + "metadata": {}, + "outputs": [], + "source": [ + "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", + "\n", + "# all exchanges where loaded coin is listed\n", + "cp_id = get_coinpaprika_id(ticker)\n", + "ex = openbb.crypto.dd.ex(cp_id)\n", + "if not ex.empty:\n", + " ex = ex.set_index(\"id\")\n", + " ex" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "1fcdbc67", + "metadata": {}, + "outputs": [], + "source": [ + "# last trades\n", + "trades = openbb.crypto.dd.trades(symbol=f\"{ticker}-USDT\")\n", + "if not trades.empty:\n", + " trades = trades.set_index(\"time\")\n", + " trades" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "262d190a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": "\n\n\n \n \n \n \n 2022-10-21T19:29:06.198282\n image/svg+xml\n \n \n Matplotlib v3.5.3, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# order book\n", + "\n", + "fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", + "openbb.crypto.dd.cbbook(symbol=f\"{ticker}-USDT\", external_axes=[ax], chart=True)\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "order_book = f.getvalue().decode(\"utf-8\")\n", + "order_book_raw = openbb.crypto.dd.cbbook(symbol=f\"{ticker}-USDT\")" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "95cdc32e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([[1.91355400e+04, 2.35000000e-01, 2.35000000e-01],\n", + " [1.91347400e+04, 1.90000000e-01, 4.25000000e-01],\n", + " [1.91342200e+04, 1.00000000e-01, 5.25000000e-01],\n", + " ...,\n", + " [3.00000000e-02, 4.20456589e+04, 4.46855221e+08],\n", + " [2.00000000e-02, 3.76487830e+04, 4.55025006e+08],\n", + " [1.00000000e-02, 2.95478172e+05, 9.10947826e+08]]),\n", + " array([[1.91392400e+04, 1.00000000e-01, 4.55500000e-05],\n", + " [1.91393900e+04, 3.99509700e-02, 4.04555000e-03],\n", + " [1.91400400e+04, 5.00000000e-01, 4.48839000e-03],\n", + " ...,\n", + " [3.63743500e+04, 4.42840000e-04, 4.88339153e+02],\n", + " [3.63797400e+04, 4.00000000e-03, 4.88379104e+02],\n", + " [3.63990000e+04, 4.55500000e-05, 4.88479104e+02]]),\n", + " 'BTC-USDT',\n", + " {'bids': [['19135.54', '0.235', 1],\n", + " ['19134.74', '0.19', 1],\n", + " ['19134.22', '0.1', 1],\n", + " ['19134.21', '0.03976678', 1],\n", + " ['19133.53', '0.24329387', 1],\n", + " ['19133.34', '0.27323451', 1],\n", + " ['19132.3', '0.01024077', 1],\n", + " ['19131.65', '0.19443834', 1],\n", + " ['19131.6', '0.44000009', 1],\n", + " ['19131.32', '0.13068285', 1],\n", + " ['19130.91', '0.26137133', 1],\n", + " ['19130.14', '0.10455278', 1],\n", + " ['19130.13', '0.26138192', 1],\n", + " ['19129.28', '0.15683632', 1],\n", + " ['19129.27', '0.39209062', 1],\n", + " ['19129.14', '0.03905659', 1],\n", 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1],\n", + " ['21689.77', '0.00115185', 1],\n", + " ['21690.58', '0.00023879', 1],\n", + " ['21693.71', '0.00079705', 1],\n", + " ['21693.83', '0.00141164', 1],\n", + " ['21695', '0.2', 1],\n", + " ['21695.07', '0.01071516', 1],\n", + " ['21699.85', '0.00020574', 1],\n", + " ['21700', '0.00037368', 1],\n", + " ['21717.09', '0.00046047', 1],\n", + " ['21718.12', '0.00546072', 1],\n", + " ['21720.11', '0.00121782', 1],\n", + " ['21723.63', '0.00503292', 1],\n", + " ['21724', '0.00539077', 1],\n", + " ['21730.11', '0.00251598', 1],\n", + " ['21740.92', '0.00256503', 1],\n", + " ['21749', '0.05238911', 1],\n", + " ['21750', '0.02401294', 1],\n", + " ['21756.7', '0.0009038', 1],\n", + " ['21758.62', '0.00101756', 1],\n", + " ['21758.86', '0.00170954', 1],\n", + " ['21761.1', '0.00170862', 1],\n", + " ['21766', '0.28026418', 1],\n", + " ['21768.22', '0.00051612', 1],\n", + " ['21769.18', '0.00198024', 1],\n", + " ['21779.91', '0.00019073', 1],\n", + " ['21785.46', '0.0001221', 1],\n", + " ['21788.06', '0.00461721', 1],\n", + " ['21791.99', '0.00128045', 1],\n", + " ['21792.5', '0.00057489', 1],\n", + " ['21795.03', '0.00045882', 1],\n", + " ['21796.82', '0.00064073', 1],\n", + " ['21798', '0.03344406', 1],\n", + " ['21800', '0.00570771', 3],\n", + " ['21805.33', '0.00121566', 1],\n", + " ['21807.25', '0.00123414', 1],\n", + " ['21810.39', '0.00391456', 1],\n", + " ['21817', '0.0019274', 1],\n", + " ['21821.77', '0.00053914', 1],\n", + " ['21827.4', '0.00270261', 1],\n", + " ['21831.8', '0.00003778', 1],\n", + " ['21838.73', '0.00045084', 1],\n", + " ['21841.47', '0.00060776', 1],\n", + " ['21841.6', '0.00118935', 1],\n", + " ['21843.37', '0.00114375', 1],\n", + " ['21849.95', '0.00256503', 1],\n", + " ['21857.91', '0.00130849', 1],\n", + " ['21870', '0.0886', 1],\n", + " ['21871.88', '0.00022745', 1],\n", + " ['21872.97', '0.00045719', 1],\n", + " ['21878.29', '0.00197037', 1],\n", + " ['21878.83', '0.00571748', 1],\n", + " ['21886.33', '0.00063484', 1],\n", + " ['21894.26', '0.00010248', 1],\n", + " ['21896.87', '0.00122406', 1],\n", + " ['21898.73', '0.004', 1],\n", + " ['21900', '0.01978499', 2],\n", + " ['21900.22', '0.00212545', 1],\n", + " ['21919.32', '0.00020574', 1],\n", + " ['21933.29', '0.00066635', 1],\n", + " ['21937.98', '0.00161701', 1],\n", + " ['21950.91', '0.00045556', 1],\n", + " ['21954.22', '0.00546072', 1],\n", + " ['21957.73', '0.00191505', 1],\n", + " ['21959.53', '0.00256503', 1],\n", + " ['21975.26', '0.01661903', 1],\n", + " ['21987.96', '0.00196054', 1],\n", + " ['21997.64', '0.00229071', 1],\n", + " ['21998', '0.05909417', 2],\n", + " ['21998.07', '0.00113571', 1],\n", + " ['21999', '0.01363228', 1],\n", + " ['22000', '0.86758326', 25],\n", + " ['22008.17', '0.00019592', 1],\n", + " ['22016.41', '0.00078537', 1],\n", + " ['22021.98', '0.00053914', 1],\n", + " ['22028.77', '0.00018858', 1],\n", + " ['22028.85', '0.00045395', 1],\n", + " ['22045.05', '0.00119987', 1],\n", + " ['22049.25', '0.0006334', 1],\n", + " ['22058', '0.0239354', 1],\n", + " ...],\n", + " 'auction_mode': False,\n", + " 'auction': None})" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "order_book_raw" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "679d0d79", + "metadata": {}, + "outputs": [], + "source": [ + "# price and supply related metrics for loaded coin\n", + "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", + "\n", + "cp_id = get_coinpaprika_id(ticker)\n", + "ps = openbb.crypto.dd.ps(cp_id)\n", + "if not ps.empty:\n", + " ps = ps.set_index(\"Metric\")\n", + " ps" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "92e76d79", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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date_tonamedescriptionis_conferencelink
date
2021-06-11\\n00:00:00NoneAsk El Salvador for advice: Cuba suspends doll...False<a href=\"https://www.rt.com/business/526265-cu...
2021-06-11\\n00:00:00NoneOne of the Richest Bitcoin Whales in History B...False<a href=\"https://aronboss.com/one-of-the-riche...
2021-05-10\\n00:00:00NoneBitcoin’s upcoming Taproot upgrade and why it ...False<a href=\"https://cointelegraph.com/news/bitcoi...
2021-03-24\\n08:00:002021-03-26\\n23:00:00THE CRYPTO GATHERINGFalse<a href=\"https://www.realvision.com/refer?grsf...
2018-10-09\\n09:00:002018-10-09\\n18:00:00Blockchain & Bitcoin Conference SwitzerlandThe second conference organized by\\nSmile-Expo...True<a href=\"https://switzerland.bc.events/?utm_so...
2018-09-28\\n20:00:002018-09-30\\n16:00:00Super ConferenceKWIC, Kitchener - Waterloo, ON, Canada.\\n29 Se...True<a href=\"https://blockchainsuperconference.com...
2018-07-10\\n12:00:00NoneSEC- ETF VanEck decisionFalse<a href=\"https://www.criptonoticias.com/mercad...
\n", + "
" + ], + "text/plain": [ + " date_to \\\n", + "date \n", + "2021-06-11\\n00:00:00 None \n", + "2021-06-11\\n00:00:00 None \n", + "2021-05-10\\n00:00:00 None \n", + "2021-03-24\\n08:00:00 2021-03-26\\n23:00:00 \n", + "2018-10-09\\n09:00:00 2018-10-09\\n18:00:00 \n", + "2018-09-28\\n20:00:00 2018-09-30\\n16:00:00 \n", + "2018-07-10\\n12:00:00 None \n", + "\n", + " name \\\n", + "date \n", + "2021-06-11\\n00:00:00 Ask El Salvador for advice: Cuba suspends doll... \n", + "2021-06-11\\n00:00:00 One of the Richest Bitcoin Whales in History B... \n", + "2021-05-10\\n00:00:00 Bitcoin’s upcoming Taproot upgrade and why it ... \n", + "2021-03-24\\n08:00:00 THE CRYPTO GATHERING \n", + "2018-10-09\\n09:00:00 Blockchain & Bitcoin Conference Switzerland \n", + "2018-09-28\\n20:00:00 Super Conference \n", + "2018-07-10\\n12:00:00 SEC- ETF VanEck decision \n", + "\n", + " description \\\n", + "date \n", + "2021-06-11\\n00:00:00 \n", + "2021-06-11\\n00:00:00 \n", + "2021-05-10\\n00:00:00 \n", + "2021-03-24\\n08:00:00 \n", + "2018-10-09\\n09:00:00 The second conference organized by\\nSmile-Expo... \n", + "2018-09-28\\n20:00:00 KWIC, Kitchener - Waterloo, ON, Canada.\\n29 Se... \n", + "2018-07-10\\n12:00:00 \n", + "\n", + " is_conference \\\n", + "date \n", + "2021-06-11\\n00:00:00 False \n", + "2021-06-11\\n00:00:00 False \n", + "2021-05-10\\n00:00:00 False \n", + "2021-03-24\\n08:00:00 False \n", + "2018-10-09\\n09:00:00 True \n", + "2018-09-28\\n20:00:00 True \n", + "2018-07-10\\n12:00:00 False \n", + "\n", + " link \n", + "date \n", + "2021-06-11\\n00:00:00 {x}')\n", + "\n", + "events" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "a14130db", + "metadata": {}, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn [46], line 5\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[39m# social media\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mopenbb_terminal\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mcryptocurrency\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mdue_diligence\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mpycoingecko_view\u001b[39;00m \u001b[39mimport\u001b[39;00m display_social\n\u001b[0;32m----> 5\u001b[0m display_social(ticker)\n\u001b[1;32m 6\u001b[0m fig \u001b[39m=\u001b[39m plt\u001b[39m.\u001b[39mfigure()\n\u001b[1;32m 7\u001b[0m fig\u001b[39m.\u001b[39mtight_layout()\n", + "File \u001b[0;32m~/OpenBBTerminal/openbb_terminal/decorators.py:70\u001b[0m, in \u001b[0;36mlog_start_end..decorator..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 68\u001b[0m \u001b[39mreturn\u001b[39;00m value\n\u001b[1;32m 69\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 70\u001b[0m value \u001b[39m=\u001b[39m func(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m 71\u001b[0m logger_used\u001b[39m.\u001b[39minfo(\u001b[39m\"\u001b[39m\u001b[39mEND\u001b[39m\u001b[39m\"\u001b[39m, extra\u001b[39m=\u001b[39m{\u001b[39m\"\u001b[39m\u001b[39mfunc_name_override\u001b[39m\u001b[39m\"\u001b[39m: func\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m})\n\u001b[1;32m 72\u001b[0m \u001b[39mreturn\u001b[39;00m value\n", + "File \u001b[0;32m~/OpenBBTerminal/openbb_terminal/cryptocurrency/due_diligence/pycoingecko_view.py:133\u001b[0m, in \u001b[0;36mdisplay_social\u001b[0;34m(symbol, export)\u001b[0m\n\u001b[1;32m 122\u001b[0m \u001b[39m@log_start_end\u001b[39m(log\u001b[39m=\u001b[39mlogger)\n\u001b[1;32m 123\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mdisplay_social\u001b[39m(symbol: \u001b[39mstr\u001b[39m, export: \u001b[39mstr\u001b[39m \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39m\"\u001b[39m) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m 124\u001b[0m \u001b[39m\"\"\"Shows social media corresponding to loaded coin. [Source: CoinGecko]\u001b[39;00m\n\u001b[1;32m 125\u001b[0m \n\u001b[1;32m 126\u001b[0m \u001b[39m Parameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 131\u001b[0m \u001b[39m Export dataframe data to csv,json,xlsx file\u001b[39;00m\n\u001b[1;32m 132\u001b[0m \u001b[39m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 133\u001b[0m coin \u001b[39m=\u001b[39m gecko\u001b[39m.\u001b[39;49mCoin(symbol)\n\u001b[1;32m 134\u001b[0m df \u001b[39m=\u001b[39m coin\u001b[39m.\u001b[39mget_social_media()\n\u001b[1;32m 136\u001b[0m print_rich_table(\n\u001b[1;32m 137\u001b[0m df,\n\u001b[1;32m 138\u001b[0m headers\u001b[39m=\u001b[39m\u001b[39mlist\u001b[39m(df\u001b[39m.\u001b[39mcolumns),\n\u001b[1;32m 139\u001b[0m show_index\u001b[39m=\u001b[39m\u001b[39mFalse\u001b[39;00m,\n\u001b[1;32m 140\u001b[0m title\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mSocial Media for Loaded Coin\u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[1;32m 141\u001b[0m )\n", + "File \u001b[0;32m~/OpenBBTerminal/openbb_terminal/decorators.py:70\u001b[0m, in \u001b[0;36mlog_start_end..decorator..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 68\u001b[0m \u001b[39mreturn\u001b[39;00m value\n\u001b[1;32m 69\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 70\u001b[0m value \u001b[39m=\u001b[39m func(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m 71\u001b[0m logger_used\u001b[39m.\u001b[39minfo(\u001b[39m\"\u001b[39m\u001b[39mEND\u001b[39m\u001b[39m\"\u001b[39m, extra\u001b[39m=\u001b[39m{\u001b[39m\"\u001b[39m\u001b[39mfunc_name_override\u001b[39m\u001b[39m\"\u001b[39m: func\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m})\n\u001b[1;32m 72\u001b[0m \u001b[39mreturn\u001b[39;00m value\n", + "File \u001b[0;32m~/OpenBBTerminal/openbb_terminal/cryptocurrency/due_diligence/pycoingecko_model.py:291\u001b[0m, in \u001b[0;36mCoin.__init__\u001b[0;34m(self, symbol, load_from_api)\u001b[0m\n\u001b[1;32m 289\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mclient \u001b[39m=\u001b[39m CoinGeckoAPI()\n\u001b[1;32m 290\u001b[0m \u001b[39mif\u001b[39;00m load_from_api:\n\u001b[0;32m--> 291\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_coin_list \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mclient\u001b[39m.\u001b[39;49mget_coins_list()\n\u001b[1;32m 292\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m 293\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_coin_list \u001b[39m=\u001b[39m read_file_data(\u001b[39m\"\u001b[39m\u001b[39mcoingecko_coins.json\u001b[39m\u001b[39m\"\u001b[39m)\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/pycoingecko/utils.py:12\u001b[0m, in \u001b[0;36mfunc_args_preprocessing..input_args\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[39m# check in *args for lists and booleans\u001b[39;00m\n\u001b[1;32m 10\u001b[0m args \u001b[39m=\u001b[39m [arg_preprocessing(v) \u001b[39mfor\u001b[39;00m v \u001b[39min\u001b[39;00m args]\n\u001b[0;32m---> 12\u001b[0m \u001b[39mreturn\u001b[39;00m func(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/pycoingecko/api.py:131\u001b[0m, in \u001b[0;36mCoinGeckoAPI.get_coins_list\u001b[0;34m(self, **kwargs)\u001b[0m\n\u001b[1;32m 128\u001b[0m api_url \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39m{0}\u001b[39;00m\u001b[39mcoins/list\u001b[39m\u001b[39m'\u001b[39m\u001b[39m.\u001b[39mformat(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mapi_base_url)\n\u001b[1;32m 129\u001b[0m api_url \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m__api_url_params(api_url, kwargs)\n\u001b[0;32m--> 131\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m__request(api_url)\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/pycoingecko/api.py:29\u001b[0m, in \u001b[0;36mCoinGeckoAPI.__request\u001b[0;34m(self, url)\u001b[0m\n\u001b[1;32m 26\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m__request\u001b[39m(\u001b[39mself\u001b[39m, url):\n\u001b[1;32m 27\u001b[0m \u001b[39m# print(url)\u001b[39;00m\n\u001b[1;32m 28\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 29\u001b[0m response \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msession\u001b[39m.\u001b[39;49mget(url, timeout\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mrequest_timeout)\n\u001b[1;32m 30\u001b[0m \u001b[39mexcept\u001b[39;00m requests\u001b[39m.\u001b[39mexceptions\u001b[39m.\u001b[39mRequestException:\n\u001b[1;32m 31\u001b[0m \u001b[39mraise\u001b[39;00m\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/requests/sessions.py:600\u001b[0m, in \u001b[0;36mSession.get\u001b[0;34m(self, url, **kwargs)\u001b[0m\n\u001b[1;32m 592\u001b[0m \u001b[39mr\u001b[39m\u001b[39m\"\"\"Sends a GET request. Returns :class:`Response` object.\u001b[39;00m\n\u001b[1;32m 593\u001b[0m \n\u001b[1;32m 594\u001b[0m \u001b[39m:param url: URL for the new :class:`Request` object.\u001b[39;00m\n\u001b[1;32m 595\u001b[0m \u001b[39m:param \\*\\*kwargs: Optional arguments that ``request`` takes.\u001b[39;00m\n\u001b[1;32m 596\u001b[0m \u001b[39m:rtype: requests.Response\u001b[39;00m\n\u001b[1;32m 597\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 599\u001b[0m kwargs\u001b[39m.\u001b[39msetdefault(\u001b[39m\"\u001b[39m\u001b[39mallow_redirects\u001b[39m\u001b[39m\"\u001b[39m, \u001b[39mTrue\u001b[39;00m)\n\u001b[0;32m--> 600\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mrequest(\u001b[39m\"\u001b[39;49m\u001b[39mGET\u001b[39;49m\u001b[39m\"\u001b[39;49m, url, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/requests/sessions.py:587\u001b[0m, in \u001b[0;36mSession.request\u001b[0;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[1;32m 582\u001b[0m send_kwargs \u001b[39m=\u001b[39m {\n\u001b[1;32m 583\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mtimeout\u001b[39m\u001b[39m\"\u001b[39m: timeout,\n\u001b[1;32m 584\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mallow_redirects\u001b[39m\u001b[39m\"\u001b[39m: allow_redirects,\n\u001b[1;32m 585\u001b[0m }\n\u001b[1;32m 586\u001b[0m send_kwargs\u001b[39m.\u001b[39mupdate(settings)\n\u001b[0;32m--> 587\u001b[0m resp \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msend(prep, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49msend_kwargs)\n\u001b[1;32m 589\u001b[0m \u001b[39mreturn\u001b[39;00m resp\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/requests/sessions.py:701\u001b[0m, in \u001b[0;36mSession.send\u001b[0;34m(self, request, **kwargs)\u001b[0m\n\u001b[1;32m 698\u001b[0m start \u001b[39m=\u001b[39m preferred_clock()\n\u001b[1;32m 700\u001b[0m \u001b[39m# Send the request\u001b[39;00m\n\u001b[0;32m--> 701\u001b[0m r \u001b[39m=\u001b[39m adapter\u001b[39m.\u001b[39;49msend(request, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m 703\u001b[0m \u001b[39m# Total elapsed time of the request (approximately)\u001b[39;00m\n\u001b[1;32m 704\u001b[0m elapsed \u001b[39m=\u001b[39m preferred_clock() \u001b[39m-\u001b[39m start\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/requests/adapters.py:489\u001b[0m, in \u001b[0;36mHTTPAdapter.send\u001b[0;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[1;32m 487\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m 488\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m chunked:\n\u001b[0;32m--> 489\u001b[0m resp \u001b[39m=\u001b[39m conn\u001b[39m.\u001b[39;49murlopen(\n\u001b[1;32m 490\u001b[0m method\u001b[39m=\u001b[39;49mrequest\u001b[39m.\u001b[39;49mmethod,\n\u001b[1;32m 491\u001b[0m url\u001b[39m=\u001b[39;49murl,\n\u001b[1;32m 492\u001b[0m body\u001b[39m=\u001b[39;49mrequest\u001b[39m.\u001b[39;49mbody,\n\u001b[1;32m 493\u001b[0m headers\u001b[39m=\u001b[39;49mrequest\u001b[39m.\u001b[39;49mheaders,\n\u001b[1;32m 494\u001b[0m redirect\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[1;32m 495\u001b[0m assert_same_host\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[1;32m 496\u001b[0m preload_content\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[1;32m 497\u001b[0m decode_content\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[1;32m 498\u001b[0m retries\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mmax_retries,\n\u001b[1;32m 499\u001b[0m timeout\u001b[39m=\u001b[39;49mtimeout,\n\u001b[1;32m 500\u001b[0m )\n\u001b[1;32m 502\u001b[0m \u001b[39m# Send the request.\u001b[39;00m\n\u001b[1;32m 503\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m 504\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mhasattr\u001b[39m(conn, \u001b[39m\"\u001b[39m\u001b[39mproxy_pool\u001b[39m\u001b[39m\"\u001b[39m):\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/urllib3/connectionpool.py:876\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m 873\u001b[0m \u001b[39mreturn\u001b[39;00m response\n\u001b[1;32m 875\u001b[0m response\u001b[39m.\u001b[39mdrain_conn()\n\u001b[0;32m--> 876\u001b[0m retries\u001b[39m.\u001b[39;49msleep(response)\n\u001b[1;32m 877\u001b[0m log\u001b[39m.\u001b[39mdebug(\u001b[39m\"\u001b[39m\u001b[39mRetry: \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m\"\u001b[39m, url)\n\u001b[1;32m 878\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39murlopen(\n\u001b[1;32m 879\u001b[0m method,\n\u001b[1;32m 880\u001b[0m url,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 891\u001b[0m \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mresponse_kw\n\u001b[1;32m 892\u001b[0m )\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/urllib3/util/retry.py:428\u001b[0m, in \u001b[0;36mRetry.sleep\u001b[0;34m(self, response)\u001b[0m\n\u001b[1;32m 419\u001b[0m \u001b[39m\"\"\"Sleep between retry attempts.\u001b[39;00m\n\u001b[1;32m 420\u001b[0m \n\u001b[1;32m 421\u001b[0m \u001b[39mThis method will respect a server's ``Retry-After`` response header\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 424\u001b[0m \u001b[39mthis method will return immediately.\u001b[39;00m\n\u001b[1;32m 425\u001b[0m \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 427\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mrespect_retry_after_header \u001b[39mand\u001b[39;00m response:\n\u001b[0;32m--> 428\u001b[0m slept \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msleep_for_retry(response)\n\u001b[1;32m 429\u001b[0m \u001b[39mif\u001b[39;00m slept:\n\u001b[1;32m 430\u001b[0m \u001b[39mreturn\u001b[39;00m\n", + "File \u001b[0;32m~/opt/anaconda3/envs/obb/lib/python3.9/site-packages/urllib3/util/retry.py:407\u001b[0m, in \u001b[0;36mRetry.sleep_for_retry\u001b[0;34m(self, response)\u001b[0m\n\u001b[1;32m 405\u001b[0m retry_after \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mget_retry_after(response)\n\u001b[1;32m 406\u001b[0m \u001b[39mif\u001b[39;00m retry_after:\n\u001b[0;32m--> 407\u001b[0m time\u001b[39m.\u001b[39;49msleep(retry_after)\n\u001b[1;32m 408\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mTrue\u001b[39;00m\n\u001b[1;32m 410\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mFalse\u001b[39;00m\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "# social media\n", + "\n", + "from openbb_terminal.cryptocurrency.due_diligence.pycoingecko_view import display_social\n", + "\n", + "display_social(ticker)\n", + "fig = plt.figure()\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "social = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f89627f", + "metadata": {}, + "outputs": [], + "source": [ + "# tweets for loaded coin\n", + "from openbb_terminal.cryptocurrency.cryptocurrency_helpers import get_coinpaprika_id\n", + "\n", + "cp_id = get_coinpaprika_id(ticker)\n", + "tweets = openbb.crypto.dd.twitter(cp_id)\n", + "tweets" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9bb75443", + "metadata": {}, + "outputs": [], + "source": [ + "# github activity over time\n", + "\n", + "gh_data = openbb.crypto.dd.gh(symbol=ticker)\n", + "\n", + "if not gh_data.empty:\n", + " fig, ax = plt.subplots(figsize=(11, 5), dpi=150)\n", + " openbb.crypto.dd.gh(symbol=ticker, external_axes=[ax], chart=True)\n", + " fig.tight_layout()\n", + " f = io.BytesIO()\n", + " fig.savefig(f, format=\"svg\")\n", + " gh = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "markdown", + "id": "fcaa973d", + "metadata": {}, + "source": [ + "## TA\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "477317b4", + "metadata": {}, + "outputs": [], + "source": [ + "ticker_data = historical_data_one_year.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7af3695c", + "metadata": {}, + "outputs": [], + "source": [ + "# simple moving average\n", + "ticker_data.index.names = [\"date\"]\n", + "\n", + "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", + "openbb.common.ta.ma(\n", + " data=ticker_data[\"Close\"],\n", + " ma_type=\"SMA\",\n", + " symbol=ticker,\n", + " external_axes=[ax],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "sma = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5d5089fa", + "metadata": {}, + "outputs": [], + "source": [ + "# exponential moving average\n", + "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", + "openbb.common.ta.ma(\n", + " data=ticker_data[\"Close\"],\n", + " ma_type=\"EMA\",\n", + " symbol=ticker,\n", + " external_axes=[ax],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "ema = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5facfbf4", + "metadata": {}, + "outputs": [], + "source": [ + "# zero lag exponential moving average\n", + "\n", + "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", + "openbb.common.ta.ma(\n", + " data=ticker_data[\"Close\"],\n", + " ma_type=\"ZLMA\",\n", + " symbol=ticker,\n", + " external_axes=[ax],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "zlma = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "df54f7ad", + "metadata": {}, + "outputs": [], + "source": [ + "# commodity channel index\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", + "openbb.common.ta.cci(\n", + " data=ticker_data,\n", + " symbol=ticker,\n", + " external_axes=[ax1, ax2],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "cci = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f53469eb", + "metadata": {}, + "outputs": [], + "source": [ + "# moving average convergence/divergence\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", + "openbb.common.ta.macd(\n", + " data=ticker_data[\"Adj Close\"],\n", + " symbol=ticker,\n", + " external_axes=[ax1, ax2],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "macd = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dd79e6b6", + "metadata": {}, + "outputs": [], + "source": [ + "# fisher transform\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 11), dpi=150)\n", + "ax3 = ax2.twinx()\n", + "openbb.common.ta.fisher(\n", + " data=ticker_data,\n", + " symbol=ticker,\n", + " external_axes=[ax1, ax2, ax3],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "fisher = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b699e61f", + "metadata": {}, + "outputs": [], + "source": [ + "# aroon indicator\n", + "\n", + "fig, (ax1, ax2, ax3) = plt.subplots(nrows=3, ncols=1, figsize=(11, 11), dpi=150)\n", + "openbb.common.ta.aroon(\n", + " data=ticker_data,\n", + " symbol=ticker,\n", + " external_axes=[ax1, ax2, ax3],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "aroon = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "79401027", + "metadata": {}, + "outputs": [], + "source": [ + "# bollinger bands\n", + "\n", + "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", + "openbb.common.ta.bbands(\n", + " data=ticker_data,\n", + " symbol=ticker,\n", + " external_axes=[ax],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "bbands = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0b5e2949", + "metadata": {}, + "outputs": [], + "source": [ + "# fibonacci retracement\n", + "\n", + "fig, ax1 = plt.subplots(figsize=(11, 5), dpi=150)\n", + "ax2 = ax1.twinx()\n", + "openbb.common.ta.fib(\n", + " data=ticker_data,\n", + " symbol=ticker,\n", + " external_axes=[ax1, ax2],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "fib = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "markdown", + "id": "48847a7f", + "metadata": {}, + "source": [ + "## QA" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e77b373b", + "metadata": {}, + "outputs": [], + "source": [ + "# summary\n", + "\n", + "summary = openbb.common.qa.summary(data=ticker_data)\n", + "summary" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3ecfc93e", + "metadata": {}, + "outputs": [], + "source": [ + "# normality statistics and tests\n", + "\n", + "# fig, _ = plt.subplots(figsize=(11, 3), dpi=150)\n", + "# openbb.common.qa.normality(\n", + "# data=ticker_data,\n", + "# target=\"Close\",\n", + "# chart=True,\n", + "# )\n", + "# fig.tight_layout()\n", + "# f = io.BytesIO()\n", + "# fig.savefig(f, format=\"svg\")\n", + "\n", + "normality = openbb.common.qa.normality(\n", + " data=ticker_data[\"Close\"],\n", + ")\n", + "normality" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8abe96b0", + "metadata": {}, + "outputs": [], + "source": [ + "# box and whisker plot\n", + "\n", + "fig, ax = plt.subplots(figsize=(11, 3), dpi=150)\n", + "openbb.common.qa.bw(\n", + " symbol=ticker,\n", + " data=ticker_data,\n", + " target=\"Close\",\n", + " yearly=False,\n", + " external_axes=[ax],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "bw = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "66a7dccc", + "metadata": {}, + "outputs": [], + "source": [ + "# rolling mean and std deviation of prices\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", + "openbb.common.qa.rolling(\n", + " symbol=ticker,\n", + " data=ticker_data,\n", + " target=\"Close\",\n", + " external_axes=[ax1, ax2],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "rolling = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d6b43dd7", + "metadata": {}, + "outputs": [], + "source": [ + "# rolling kurtosis of distribution of prices\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(11, 5), dpi=150)\n", + "openbb.common.qa.kurtosis(\n", + " symbol=ticker,\n", + " data=ticker_data,\n", + " target=\"Close\",\n", + " external_axes=[ax1, ax2],\n", + " chart=True,\n", + ")\n", + "fig.tight_layout()\n", + "f = io.BytesIO()\n", + "fig.savefig(f, format=\"svg\")\n", + "kurtosis = f.getvalue().decode(\"utf-8\")" + ] + }, + { + "cell_type": "markdown", + "id": "ebdbebf5", + "metadata": {}, + "source": [ + "## PRED" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fd5136de", + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: add prediction" + ] + }, + { + "cell_type": "markdown", + "id": "ac501a32-124d-4d21-aae1-a8d147bb1071", + "metadata": {}, + "source": [ + "## Render the report template to a file" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "abfe37e4-ea38-42c3-8fb5-7cceb233fb12", + "metadata": {}, + "outputs": [], + "source": [ + "body = \"\"\n", + "\n", + "img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/OpenBB_reports_logo.png\"\n", + "floppy_disk_img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/floppy-disc.png\"\n", + "body += widgets.header(\n", + " img,\n", + " floppy_disk_img,\n", + " author,\n", + " report_date,\n", + " report_time,\n", + " report_timezone,\n", + " f\"INVESTMENT RESEARCH REPORT: {ticker}\",\n", + ")\n", + "\n", + "body += widgets.tablinks(\n", + " [\n", + " \"SUMMARY\",\n", + " \"Due Diligence\",\n", + " \"Technical Analysis\",\n", + " \"Quantitative Analysis\",\n", + " ]\n", + ")\n", + "\n", + "comment = \"\"\n", + "\n", + "# Summary tab\n", + "htmlcode = \"\"\n", + "htmlcode += widgets.row(\n", + " [widgets.h(3, \"Basic information about loaded coin\") + basic_info.to_html()]\n", + ")\n", + "if not links.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"Links\") + links.to_html(escape=False)])\n", + "\n", + "htmlcode += widgets.row([widgets.h(3, \"Published news\") + news.to_html(escape=False)])\n", + "# htmlcode += widgets.row([widgets.h(3, \"Altindex\")])\n", + "# htmlcode += widgets.row([altindex])\n", + "\n", + "htmlcode += widgets.row([widgets.h(3, \"Historical data\")])\n", + "for data in historical_data:\n", + " htmlcode += widgets.row([data])\n", + "\n", + "htmlcode += widgets.row([widgets.h(3, \"1-year historical data candlestick chart\")])\n", + "htmlcode += widgets.row([candle_one_year])\n", + "htmlcode += widgets.row([widgets.h(3, \"Sentiment analysis\")])\n", + "htmlcode += widgets.row([headlines])\n", + "# TODO: print rich table\n", + "# htmlcode += widgets.row([widgets.h(3, \"Quick performance\")])\n", + "# htmlcode += widgets.row([quick_performance])\n", + "body += widgets.add_tab(\"SUMMARY\", htmlcode)\n", + "\n", + "# # Due diligence tab\n", + "htmlcode = \"\"\n", + "htmlcode += widgets.row(\n", + " [widgets.h(3, f\"Trading pair info {ticker}/USDT\") + trading_pair_info.to_html()]\n", + ")\n", + "if not mcapdom_df.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"Market cap dominance\")])\n", + " htmlcode += widgets.row([mcapdom])\n", + "\n", + "if not roadmap_model.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"Roadmap\") + roadmap_model.to_html()])\n", + " htmlcode += widgets.row([roadmap_view])\n", + "\n", + "if not tokenomics_model.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"Tokenomics\") + tokenomics_model.to_html()])\n", + " htmlcode += widgets.row([tokenomics_view])\n", + "\n", + "if not fundraise_df.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"Fundraising Details\")])\n", + " htmlcode += widgets.row([widgets.p(fundraise_info)])\n", + " htmlcode += widgets.row([fundraise_df.to_html()])\n", + "\n", + "if not ath.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"All time high\")])\n", + " htmlcode += widgets.row([ath.to_html()])\n", + "\n", + "if not atl.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"All time low\")])\n", + " htmlcode += widgets.row([atl.to_html()])\n", + "\n", + "htmlcode += widgets.row([widgets.h(3, \"All markets\")])\n", + "htmlcode += widgets.row([market.sample(n=20).sort_index().to_html(escape=False)])\n", + "htmlcode += widgets.row([widgets.h(3, \"Exchanges where loaded coin is listed\")])\n", + "htmlcode += widgets.row([ex.sample(n=20).sort_index().to_html()])\n", + "htmlcode += widgets.row([widgets.h(3, \"Last trades\")])\n", + "htmlcode += widgets.row([trades.tail(20).to_html()])\n", + "\n", + "if order_book_raw:\n", + " htmlcode += widgets.row([widgets.h(3, \"Order book\")])\n", + " htmlcode += widgets.row([order_book])\n", + "\n", + "htmlcode += widgets.row(\n", + " [widgets.h(3, \"Price and supply related metrics for loaded coin\")]\n", + ")\n", + "htmlcode += widgets.row([ps.to_html()])\n", + "if not events.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"Events\")])\n", + " htmlcode += widgets.row([events.to_html(escape=False)])\n", + "# TODO: print rich table\n", + "# htmlcode += widgets.row([widgets.h(3, \"Tweets for loaded coin\")])\n", + "# htmlcode += widgets.row([tweets])\n", + "# htmlcode += widgets.row([widgets.h(3, \"Social media\")])\n", + "# htmlcode += widgets.row([social.to_html()])\n", + "if not gh_data.empty:\n", + " htmlcode += widgets.row([widgets.h(3, \"Github activity over time\")])\n", + " htmlcode += widgets.row([gh])\n", + "else:\n", + " htmlcode += widgets.row([widgets.h(3, \"Github activity over time\")])\n", + " htmlcode += widgets.row([widgets.p(\"No data available.\")])\n", + "\n", + "body += widgets.add_tab(\"Due Diligence\", htmlcode)\n", + "\n", + "# Technical Analysis tab\n", + "htmlcode = \"\"\n", + "htmlcode = widgets.row([widgets.h(3, \"Simple moving average\")])\n", + "htmlcode += widgets.row([sma])\n", + "htmlcode += widgets.row([widgets.h(3, \"Exponential moving average\")])\n", + "htmlcode += widgets.row([ema])\n", + "htmlcode += widgets.row([widgets.h(3, \"Zero lag exponential moving average\")])\n", + "htmlcode += widgets.row([zlma])\n", + "htmlcode += widgets.row([widgets.h(3, \"Commodity channel index\")])\n", + "htmlcode += widgets.row([cci])\n", + "htmlcode += widgets.row([widgets.h(3, \"Moving average convergence/divergence\")])\n", + "htmlcode += widgets.row([macd])\n", + "htmlcode += widgets.row([widgets.h(3, \"Fisher transform\")])\n", + "htmlcode += widgets.row([fisher])\n", + "htmlcode += widgets.row([widgets.h(3, \"Aroon indicator\")])\n", + "htmlcode += widgets.row([aroon])\n", + "htmlcode += widgets.row([widgets.h(3, \"Bollinger bands\")])\n", + "htmlcode += widgets.row([bbands])\n", + "htmlcode += widgets.row([widgets.h(3, \"Fibonacci retracement\")])\n", + "htmlcode += widgets.row([fib])\n", + "body += widgets.add_tab(\"Technical Analysis\", htmlcode)\n", + "\n", + "# Quantitative Analysis tab\n", + "htmlcode = \"\"\n", + "htmlcode = widgets.row([widgets.h(3, \"Summary\") + summary.to_html()])\n", + "htmlcode += widgets.row(\n", + " [widgets.h(3, \"Normality statistics and tests\") + normality.to_html()]\n", + ")\n", + "htmlcode += widgets.row([widgets.h(3, \"Box and whisker plot\")])\n", + "htmlcode += widgets.row([bw])\n", + "htmlcode += widgets.row([widgets.h(3, \"Rolling mean and std deviation of prices\")])\n", + "htmlcode += widgets.row([rolling])\n", + "htmlcode += widgets.row([widgets.h(3, \"Rolling kurtosis of distribution of prices\")])\n", + "htmlcode += widgets.row([kurtosis])\n", + "body += widgets.add_tab(\"Quantitative Analysis\", htmlcode)\n", + "\n", + "body += widgets.tab_clickable_and_save_evt()\n", + "report = widgets.html_report(title=report_name, stylesheet=stylesheet, body=body)\n", + "\n", + "# # to save the results\n", + "with open(report_name + \".html\", \"w\", encoding=\"utf-8\") as fh:\n", + " fh.write(report)" + ] + } + ], + "metadata": { + "celltoolbar": "Tags", + "kernelspec": { + "display_name": "Python 3.9.13 ('obb')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + }, + "vscode": { + "interpreter": { + "hash": "e784374cc4f9a84ed6af2983247aaf351b155c82bcc2188134a65f3c99031000" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/openbb_terminal/reports/economy.ipynb b/openbb_terminal/reports/templates/economy.ipynb similarity index 91% rename from openbb_terminal/reports/economy.ipynb rename to openbb_terminal/reports/templates/economy.ipynb index 6f404dd16f8..4a86a0dea7d 100644 --- a/openbb_terminal/reports/economy.ipynb +++ b/openbb_terminal/reports/templates/economy.ipynb @@ -34,7 +34,7 @@ "from openbb_terminal.sdk import helper\n", "from openbb_terminal.sdk import openbb\n", "from openbb_terminal.helper_classes import TerminalStyle\n", - "\n", + "from openbb_terminal.core.config.paths import REPOSITORY_DIRECTORY\n", "\n", "%matplotlib inline\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n", @@ -103,7 +103,7 @@ "id": "0b9ec3f9", "metadata": {}, "source": [ - "Overview" + "Summary" ] }, { @@ -171,24 +171,27 @@ " start_date=datetime.datetime.now().strftime(\"%Y-%m-%d\"),\n", " importance=\"high\",\n", ")\n", - "events_1 = events_1.set_index(\"Date\")\n", + "if not events_1.empty:\n", + " events_1 = events_1.set_index(\"Date\")\n", "\n", "events_2, title_2 = openbb.economy.events(\n", " country=\"Euro zone\",\n", " start_date=datetime.datetime.now().strftime(\"%Y-%m-%d\"),\n", " importance=\"all\",\n", ")\n", - "events_2 = events_2[\n", - " (events_2[\"Importance\"] == \"High\") | (events_2[\"Importance\"] == \"Medium\")\n", - "]\n", - "events_2 = events_2.set_index(\"Date\")\n", + "if not events_2.empty:\n", + " events_2 = events_2[\n", + " (events_2[\"Importance\"] == \"High\") | (events_2[\"Importance\"] == \"Medium\")\n", + " ]\n", + " events_2 = events_2.set_index(\"Date\")\n", "\n", "events_3, title_3 = openbb.economy.events(\n", " country=\"China\",\n", " start_date=datetime.datetime.now().strftime(\"%Y-%m-%d\"),\n", " importance=\"all\",\n", ")\n", - "events_3 = events_3.set_index(\"Date\")" + "if not events_3.empty:\n", + " events_3 = events_3.set_index(\"Date\")" ] }, { @@ -223,20 +226,21 @@ "fig.savefig(f, format=\"svg\")\n", "ycrv_chart_1 = f.getvalue().decode(\"utf-8\")\n", "\n", - "ycrv_data_1.set_index(\"Tenor\", inplace=True)\n", - "ycrv_data_1.index = [\n", - " \"1M\",\n", - " \"3M\",\n", - " \"6M\",\n", - " \"1Y\",\n", - " \"2Y\",\n", - " \"3Y\",\n", - " \"5Y\",\n", - " \"7Y\",\n", - " \"10Y\",\n", - " \"20Y\",\n", - " \"30Y\",\n", - "]" + "if not ycrv_data_1.empty:\n", + " ycrv_data_1.set_index(\"Tenor\", inplace=True)\n", + " ycrv_data_1.index = [\n", + " \"1M\",\n", + " \"3M\",\n", + " \"6M\",\n", + " \"1Y\",\n", + " \"2Y\",\n", + " \"3Y\",\n", + " \"5Y\",\n", + " \"7Y\",\n", + " \"10Y\",\n", + " \"20Y\",\n", + " \"30Y\",\n", + " ]" ] }, { @@ -262,26 +266,27 @@ "f = io.BytesIO()\n", "fig.savefig(f, format=\"svg\")\n", "ycrv_chart_2 = f.getvalue().decode(\"utf-8\")\n", - "ycrv_data_2.set_index(\"Tenor\", inplace=True)\n", - "ycrv_data_2.index = [\n", - " \"3M\",\n", - " \"6M\",\n", - " \"9M\",\n", - " \"1Y\",\n", - " \"2Y\",\n", - " \"3Y\",\n", - " \"4Y\",\n", - " \"5Y\",\n", - " \"6Y\",\n", - " \"7Y\",\n", - " \"8Y\",\n", - " \"9Y\",\n", - " \"10Y\",\n", - " \"15Y\",\n", - " \"20Y\",\n", - " \"25Y\",\n", - " \"30Y\",\n", - "]" + "if not ycrv_data_1.empty:\n", + " ycrv_data_2.set_index(\"Tenor\", inplace=True)\n", + " ycrv_data_2.index = [\n", + " \"3M\",\n", + " \"6M\",\n", + " \"9M\",\n", + " \"1Y\",\n", + " \"2Y\",\n", + " \"3Y\",\n", + " \"4Y\",\n", + " \"5Y\",\n", + " \"6Y\",\n", + " \"7Y\",\n", + " \"8Y\",\n", + " \"9Y\",\n", + " \"10Y\",\n", + " \"15Y\",\n", + " \"20Y\",\n", + " \"25Y\",\n", + " \"30Y\",\n", + " ]" ] }, { @@ -663,8 +668,8 @@ "source": [ "body = \"\"\n", "\n", - "img = \"./openbb_terminal/reports/OpenBB_reports_logo.png\"\n", - "floppy_disk_img = \"./openbb_terminal/reports/floppy-disc.png\"\n", + "img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/OpenBB_reports_logo.png\"\n", + "floppy_disk_img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/floppy-disc.png\"\n", "body += widgets.header(\n", " img,\n", " floppy_disk_img,\n", @@ -677,7 +682,7 @@ "\n", "body += widgets.tablinks(\n", " [\n", - " \"Overview\",\n", + " \"SUMMARY\",\n", " \"Events\",\n", " \"Yields\",\n", " \"Equity Market\",\n", @@ -685,7 +690,7 @@ " ]\n", ")\n", "\n", - "# Overview\n", + "# Summary\n", "htmlcode = widgets.row(\n", " [widgets.h(3, \"Global markets (source: WSJ)\") + overview.to_html()]\n", ")\n", @@ -704,7 +709,7 @@ " + news[:6].to_html()\n", " ]\n", ")\n", - "body += widgets.add_tab(\"Overview\", htmlcode)\n", + "body += widgets.add_tab(\"SUMMARY\", htmlcode)\n", "\n", "# Events\n", "htmlcode = widgets.row([widgets.h(3, \"Economic calendars (source: investing.com)\")])\n", @@ -762,20 +767,12 @@ "with open(report_name + \".html\", \"w\", encoding=\"utf-8\") as fh:\n", " fh.write(report)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "44d43dde-189c-4371-aa14-e72c428de830", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { - "display_name": "Python 3.10.4 ('obb')", + "display_name": "Python 3.9.13 ('obb')", "language": "python", "name": "python3" }, @@ -789,11 +786,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.9.13" }, "vscode": { "interpreter": { - "hash": "1a8cc6b6e60740679b24fc1ea93bdeb94d949a22102a80c99b7fd3f0d572afd6" + "hash": "e784374cc4f9a84ed6af2983247aaf351b155c82bcc2188134a65f3c99031000" } } }, diff --git a/openbb_terminal/reports/equity.ipynb b/openbb_terminal/reports/templates/equity.ipynb similarity index 97% rename from openbb_terminal/reports/equity.ipynb rename to openbb_terminal/reports/templates/equity.ipynb index 3e64ff57b1e..71bd3dd486e 100644 --- a/openbb_terminal/reports/equity.ipynb +++ b/openbb_terminal/reports/templates/equity.ipynb @@ -35,7 +35,7 @@ "from openbb_terminal.sdk import openbb\n", "from openbb_terminal import config_terminal as cfg\n", "from openbb_terminal.helper_classes import TerminalStyle\n", - "from openbb_terminal.core.config.paths import USER_ENV_FILE\n", + "from openbb_terminal.core.config.paths import USER_ENV_FILE, REPOSITORY_DIRECTORY\n", "\n", "%matplotlib inline\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n", @@ -88,7 +88,7 @@ "# Parameters that will be replaced when calling this notebook\n", "# Do not leave parameters blank as notebook will not run otherwise\n", "symbol = \"msft\"\n", - "report_name = \"Equity report for AAPL\"" + "report_name = f\"Equity report for {symbol}\"" ] }, { @@ -133,6 +133,7 @@ "outputs": [], "source": [ "info = openbb.stocks.fa.info(symbol=symbol).transpose()\n", + "\n", "if info[\"Long business summary\"][0] != \"NA\":\n", " overview = info[\"Long business summary\"][0]\n", "else:\n", @@ -181,10 +182,6 @@ "outputs": [], "source": [ "tables = openbb.etf.news(info[\"Short name\"][0], 5)\n", - "\n", - "# Add an empty iterator if it the returned type is None\n", - "# i.e.: in case of lack of a valid API\n", - "tables = tables if tables is not None else []\n", "for table in tables:\n", " table[0].loc[\"link\"] = (\n", " table[0].loc[\"link\"].apply(lambda x: f'{x}')\n", @@ -535,10 +532,6 @@ "outputs": [], "source": [ "similar_companies = openbb.stocks.ca.polygon_peers(symbol)\n", - "\n", - "# Add an empty list if it the returned list is empty\n", - "# i.e.: in case of lack of a valid API\n", - "similar_companies = similar_companies if similar_companies is not None else []\n", "similar_companies.append(symbol)" ] }, @@ -1231,8 +1224,8 @@ "source": [ "body = \"\"\n", "\n", - "img = \"./openbb_terminal/reports/OpenBB_reports_logo.png\"\n", - "floppy_disk_img = \"./openbb_terminal/reports/floppy-disc.png\"\n", + "img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/OpenBB_reports_logo.png\"\n", + "floppy_disk_img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/floppy-disc.png\"\n", "body += widgets.header(\n", " img,\n", " floppy_disk_img,\n", @@ -1245,7 +1238,7 @@ "\n", "body += widgets.tablinks(\n", " [\n", - " \"Summary\",\n", + " \"SUMMARY\",\n", " \"Overview\",\n", " \"Fundamental Analysis\",\n", " \"Technical Analysis\",\n", @@ -1320,7 +1313,7 @@ " ],\n", " round(regression_val - last_price, 2),\n", " )\n", - "body += widgets.add_tab(\"Summary\", htmlcode)\n", + "body += widgets.add_tab(\"SUMMARY\", htmlcode)\n", "\n", "htmlcode = widgets.row([widgets.h(3, \"Description\") + widgets.p(overview)])\n", "htmlcode += widgets.row([widgets.h(3, \"Price Chart\") + price_chart])\n", @@ -1382,13 +1375,9 @@ " )\n", "except:\n", " pass\n", - "\n", - "try:\n", - " htmlcode += widgets.row(\n", - " [widgets.h(3, f\"Enterprise data for {symbol}\") + enterprise_df.to_html()]\n", - " )\n", - "except:\n", - " pass\n", + "htmlcode += widgets.row(\n", + " [widgets.h(3, f\"Enterprise data for {symbol}\") + enterprise_df.to_html()]\n", + ")\n", "htmlcode += widgets.row(\n", " [widgets.h(3, f\"Income Statement for {symbol}\") + income_df.to_html()]\n", ")\n", @@ -1402,7 +1391,9 @@ " )\n", "except:\n", " pass\n", + "\n", "body += widgets.add_tab(\"Fundamental Analysis\", htmlcode)\n", + "\n", "htmlcode = widgets.row([widgets.h(3, \"Put to call ratio\") + pcr_chart])\n", "htmlcode += widgets.row(\n", " [widgets.h(3, \"Option Volume for closest expiry date\") + vol_chart]\n", @@ -1570,14 +1561,6 @@ " os.getenv(\"OPENBB_RICHSTYLE\") or \"dark\",\n", ")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f20745a4-053f-4cd3-8bb2-96c88c0600df", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -1597,11 +1580,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.9.13" }, "vscode": { "interpreter": { - "hash": "1a8cc6b6e60740679b24fc1ea93bdeb94d949a22102a80c99b7fd3f0d572afd6" + "hash": "e784374cc4f9a84ed6af2983247aaf351b155c82bcc2188134a65f3c99031000" } } }, diff --git a/openbb_terminal/reports/etf.ipynb b/openbb_terminal/reports/templates/etf.ipynb similarity index 90% rename from openbb_terminal/reports/etf.ipynb rename to openbb_terminal/reports/templates/etf.ipynb index e90eaebdff5..53d1751b10b 100644 --- a/openbb_terminal/reports/etf.ipynb +++ b/openbb_terminal/reports/templates/etf.ipynb @@ -33,6 +33,7 @@ "from openbb_terminal.sdk import widgets\n", "from openbb_terminal.sdk import openbb\n", "from openbb_terminal.helper_classes import TerminalStyle\n", + "from openbb_terminal.core.config.paths import REPOSITORY_DIRECTORY\n", "\n", "%matplotlib inline\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n", @@ -62,12 +63,7 @@ " theme = TerminalStyle(\"light\", \"light\", \"light\")\n", "except:\n", " pass\n", - "stylesheet = widgets.html_report_stylesheet()\n", - "try:\n", - " with open(\"openbb_terminal/reports/OpenBB_reports_logo.png\", \"rb\") as image_file:\n", - " openbb_image_encoded = base64.b64encode(image_file.read())\n", - "except FileNotFoundError:\n", - " openbb_image_encoded = None" + "stylesheet = widgets.html_report_stylesheet()" ] }, { @@ -240,8 +236,8 @@ "source": [ "body = \"\"\n", "\n", - "img = \"./openbb_terminal/reports/OpenBB_reports_logo.png\"\n", - "floppy_disk_img = (\"./openbb_terminal/reports/floppy-disc.png\",)\n", + "img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/OpenBB_reports_logo.png\"\n", + "floppy_disk_img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/floppy-disc.png\"\n", "body += widgets.header(\n", " img,\n", " floppy_disk_img,\n", @@ -275,20 +271,12 @@ "with open(report_name + \".html\", \"w\", encoding=\"utf-8\") as fh:\n", " fh.write(report)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "703368dd-a57d-4584-a85c-319ead55f628", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3.9.13 ('obb')", "language": "python", "name": "python3" }, @@ -302,11 +290,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.9.13" }, "vscode": { "interpreter": { - "hash": "ab0e87f2bc73919b75956d1b3e303320699d53da895be1bb46287d7dc67c6497" + "hash": "e784374cc4f9a84ed6af2983247aaf351b155c82bcc2188134a65f3c99031000" } } }, diff --git a/openbb_terminal/reports/floppy-disc.png b/openbb_terminal/reports/templates/floppy-disc.png similarity index 100% rename from openbb_terminal/reports/floppy-disc.png rename to openbb_terminal/reports/templates/floppy-disc.png diff --git a/openbb_terminal/reports/forecast.ipynb b/openbb_terminal/reports/templates/forecast.ipynb similarity index 90% rename from openbb_terminal/reports/forecast.ipynb rename to openbb_terminal/reports/templates/forecast.ipynb index b8a2ca8b261..e674387368c 100644 --- a/openbb_terminal/reports/forecast.ipynb +++ b/openbb_terminal/reports/templates/forecast.ipynb @@ -30,6 +30,7 @@ "from openbb_terminal.sdk import widgets\n", "from openbb_terminal.sdk import openbb\n", "from openbb_terminal.helper_classes import TerminalStyle\n", + "from openbb_terminal.core.config.paths import REPOSITORY_DIRECTORY\n", "\n", "%matplotlib inline\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n", @@ -47,12 +48,7 @@ " theme = TerminalStyle(\"light\", \"light\", \"light\")\n", "except:\n", " pass\n", - "stylesheet = widgets.html_report_stylesheet()\n", - "try:\n", - " with open(\"openbb_terminal/reports/OpenBB_reports_logo.png\", \"rb\") as image_file:\n", - " openbb_image_encoded = base64.b64encode(image_file.read())\n", - "except FileNotFoundError:\n", - " openbb_image_encoded = None" + "stylesheet = widgets.html_report_stylesheet()" ] }, { @@ -230,8 +226,8 @@ "source": [ "body = \"\"\n", "\n", - "img = \"./openbb_terminal/reports/OpenBB_reports_logo.png\"\n", - "floppy_disk_img = (\"./openbb_terminal/reports/floppy-disc.png\",)\n", + "img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/OpenBB_reports_logo.png\"\n", + "floppy_disk_img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/floppy-disc.png\"\n", "body += widgets.header(\n", " img,\n", " floppy_disk_img,\n", @@ -260,20 +256,12 @@ "with open(report_name + \".html\", \"w\", encoding=\"utf-8\") as fh:\n", " fh.write(report)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b7f52d81-8362-4a68-9830-fee24c16fa08", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { - "display_name": "Python 3.10.4 ('obb')", + "display_name": "Python 3.9.13 ('obb')", "language": "python", "name": "python3" }, @@ -287,11 +275,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.9.13" }, "vscode": { "interpreter": { - "hash": "1a8cc6b6e60740679b24fc1ea93bdeb94d949a22102a80c99b7fd3f0d572afd6" + "hash": "e784374cc4f9a84ed6af2983247aaf351b155c82bcc2188134a65f3c99031000" } } }, diff --git a/openbb_terminal/reports/forex.ipynb b/openbb_terminal/reports/templates/forex.ipynb similarity index 96% rename from openbb_terminal/reports/forex.ipynb rename to openbb_terminal/reports/templates/forex.ipynb index 899c6489a70..a8e2f4bd77a 100644 --- a/openbb_terminal/reports/forex.ipynb +++ b/openbb_terminal/reports/templates/forex.ipynb @@ -34,6 +34,7 @@ "from openbb_terminal.sdk import widgets\n", "from openbb_terminal.sdk import openbb\n", "from openbb_terminal.helper_classes import TerminalStyle\n", + "from openbb_terminal.core.config.paths import REPOSITORY_DIRECTORY\n", "\n", "%matplotlib inline\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n", @@ -51,12 +52,7 @@ " theme = TerminalStyle(\"light\", \"light\", \"light\")\n", "except:\n", " pass\n", - "stylesheet = widgets.html_report_stylesheet()\n", - "try:\n", - " with open(\"./openbb_terminal/reports/OpenBB_reports_logo.png\", \"rb\") as image_file:\n", - " openbb_image_encoded = base64.b64encode(image_file.read())\n", - "except FileNotFoundError:\n", - " openbb_image_encoded = None" + "stylesheet = widgets.html_report_stylesheet()" ] }, { @@ -630,11 +626,8 @@ "source": [ "body = \"\"\n", "\n", - "try:\n", - " img = f'\"OpenBB\"'\n", - "except AttributeError:\n", - " img = None\n", - "floppy_disk_img = \"openbb_terminal/reports/floppy-disc.png\"\n", + "img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/OpenBB_reports_logo.png\"\n", + "floppy_disk_img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/floppy-disc.png\"\n", "body += widgets.header(\n", " img,\n", " floppy_disk_img,\n", @@ -757,7 +750,7 @@ "metadata": { "celltoolbar": "Tags", "kernelspec": { - "display_name": "Python 3.10.4 ('obb')", + "display_name": "Python 3.9.13 ('obb')", "language": "python", "name": "python3" }, @@ -771,11 +764,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.9.13" }, "vscode": { "interpreter": { - "hash": "1a8cc6b6e60740679b24fc1ea93bdeb94d949a22102a80c99b7fd3f0d572afd6" + "hash": "e784374cc4f9a84ed6af2983247aaf351b155c82bcc2188134a65f3c99031000" } } }, diff --git a/openbb_terminal/reports/portfolio.ipynb b/openbb_terminal/reports/templates/portfolio.ipynb similarity index 94% rename from openbb_terminal/reports/portfolio.ipynb rename to openbb_terminal/reports/templates/portfolio.ipynb index 493cd34942c..89f81e2c800 100644 --- a/openbb_terminal/reports/portfolio.ipynb +++ b/openbb_terminal/reports/templates/portfolio.ipynb @@ -38,6 +38,7 @@ "from openbb_terminal.sdk import openbb\n", "from openbb_terminal.sdk import Portfolio\n", "from openbb_terminal.helper_classes import TerminalStyle\n", + "from openbb_terminal.core.config.paths import REPOSITORY_DIRECTORY\n", "\n", "%matplotlib inline\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n", @@ -93,19 +94,6 @@ "report_name = \"Portfolio Report\"" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "ee7112da", - "metadata": {}, - "outputs": [], - "source": [ - "if \"reports\" in os.getcwd():\n", - " holdings = \"../../portfolio/holdings/\"\n", - "else:\n", - " holdings = \"portfolio/holdings/\"" - ] - }, { "cell_type": "code", "execution_count": null, @@ -113,6 +101,7 @@ "metadata": {}, "outputs": [], "source": [ + "holdings = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/miscellaneous/portfolio_examples/holdings/\"\n", "orderbook_path = holdings + orderbook\n", "_, orderbook_file = os.path.split(orderbook_path)\n", "report_title = f\"Portfolio report for {orderbook_file}\"\n", @@ -153,7 +142,7 @@ " P.get_orderbook()\n", "except ValueError:\n", " raise ValueError(\n", - " \"Failed to load the orderbook. Is this file inside the 'Holdings' folder?\"\n", + " \"Failed to load the orderbook. Is this file inside the 'holdings' folder?\"\n", " )" ] }, @@ -348,13 +337,10 @@ "metadata": {}, "outputs": [], "source": [ - "from glob import escape\n", - "\n", - "\n", "body = \"\"\n", "\n", - "img = \"./openbb_terminal/reports/OpenBB_reports_logo.png\"\n", - "floppy_disk_img = (\"./openbb_terminal/reports/floppy-disc.png\",)\n", + "img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/OpenBB_reports_logo.png\"\n", + "floppy_disk_img = str(REPOSITORY_DIRECTORY) + \"/openbb_terminal/reports/templates/floppy-disc.png\"\n", "body += widgets.header(\n", " img,\n", " floppy_disk_img,\n", @@ -365,7 +351,7 @@ " report_title,\n", ")\n", "\n", - "body += widgets.tablinks([\"Summary\", \"In-Depth Analysis\", \"Statistics\"])\n", + "body += widgets.tablinks([\"SUMMARY\", \"In-Depth Analysis\", \"Statistics\"])\n", "\n", "# Summary\n", "htmlcode = widgets.p(\n", @@ -409,7 +395,7 @@ " [widgets.h(3, \"Benchmark Trades\") + P.benchmark_trades.to_html()]\n", ")\n", "\n", - "body += widgets.add_tab(\"Summary\", htmlcode)\n", + "body += widgets.add_tab(\"SUMMARY\", htmlcode)\n", "\n", "# In Depth Analysis\n", "htmlcode = widgets.p(\n", @@ -480,7 +466,7 @@ "metadata": { "celltoolbar": "Tags", "kernelspec": { - "display_name": "Python 3.10.4 ('obb')", + "display_name": "Python 3.9.13 ('obb')", "language": "python", "name": "python3" }, @@ -494,11 +480,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.9.13" }, "vscode": { "interpreter": { - "hash": "1a8cc6b6e60740679b24fc1ea93bdeb94d949a22102a80c99b7fd3f0d572afd6" + "hash": "e784374cc4f9a84ed6af2983247aaf351b155c82bcc2188134a65f3c99031000" } } }, diff --git a/openbb_terminal/sdk.py b/openbb_terminal/sdk.py index 761887ae177..e7ea30b2eeb 100644 --- a/openbb_terminal/sdk.py +++ b/openbb_terminal/sdk.py @@ -7,7 +7,7 @@ import warnings import types import functools import importlib -from typing import Optional, Callable, List +from typing import Optional, Callable, List, Union import logging from traceback import format_stack @@ -2383,7 +2383,7 @@ class Loader: log_all_settings() @classmethod - def get_function(cls, function_path: str) -> Callable: + def get_function(cls, function_path: str) -> Union[Callable, None]: """Get function from string path. Parameters @@ -2399,7 +2399,16 @@ class Loader: Function """ module_path, function_name = function_path.rsplit(sep=".", maxsplit=1) - module = cls.__load_module(module_path=module_path) + try: + module = cls.__load_module(module_path=module_path) + except Exception as e: + # This avoids crash on loading SDK under installer application. + # SDK is used by papermill to generate reports and some dependencies + # are not compatible. Since the reports are run in a subprocess, + # this error message is actually not displayed on screen. + # TODO: Fix this. + console.print(f"Cannot load: {module_path} -> {e}") + return None try: function = getattr(module, function_name) diff --git a/openbb_terminal/terminal_controller.py b/openbb_terminal/terminal_controller.py index acec8e8a73a..51382ee3e65 100644 --- a/openbb_terminal/terminal_controller.py +++ b/openbb_terminal/terminal_controller.py @@ -18,7 +18,6 @@ from prompt_toolkit.completion import NestedCompleter from prompt_toolkit.styles import Style from prompt_toolkit.formatted_text import HTML import pandas as pd - from openbb_terminal import feature_flags as obbff from openbb_terminal import keys_controller from openbb_terminal.terminal_helper import is_packaged_application @@ -40,7 +39,7 @@ from openbb_terminal.helper_funcs import ( ) from openbb_terminal.loggers import setup_logging from openbb_terminal.core.log.generation.settings_logger import log_all_settings -from openbb_terminal.menu import session +from openbb_terminal.menu import session, is_papermill from openbb_terminal.parent_classes import BaseController from openbb_terminal.rich_config import console, MenuText from openbb_terminal.terminal_helper import ( @@ -55,8 +54,9 @@ from openbb_terminal.terminal_helper import ( ) from openbb_terminal.helper_funcs import parse_and_split_input from openbb_terminal.common import feedparser_view +from openbb_terminal.reports.reports_model import ipykernel_launcher -# pylint: disable=too-many-public-methods,import-outside-toplevel +# pylint: disable=too-many-public-methods,import-outside-toplevel, too-many-function-args # pylint: disable=too-many-branches,no-member,C0302,too-many-return-statements logger = logging.getLogger(__name__) @@ -889,8 +889,10 @@ def terminal(jobs_cmds: List[str] = None, test_mode=False): except (KeyboardInterrupt, EOFError): print_goodbye() break - # Get input from user without auto-completion + elif is_papermill(): + pass else: + # Get input from user without auto-completion an_input = input(f"{get_flair()} / $ ") try: @@ -1098,6 +1100,7 @@ def main( path_list: List[str], verbose: bool, routines_args: List[str] = None, + **kwargs, ): """ Runs the terminal with various options @@ -1119,12 +1122,16 @@ def main( E.g. GME,AMC,BTC-USD """ + if kwargs["module"] == "ipykernel_launcher": + ipykernel_launcher(kwargs["module_file"], kwargs["module_hist_file"]) + if test: run_test_list(path_list=path_list, filtert=filtert, verbose=verbose) return if debug: os.environ["DEBUG_MODE"] = "true" + if isinstance(path_list, list) and path_list[0].endswith(".openbb"): run_routine(file=path_list[0], routines_args=routines_args) elif path_list: @@ -1186,10 +1193,41 @@ def parse_args_and_run(): type=lambda s: [str(item) for item in s.split(",")], default=None, ) - + # The args -m, -f and --HistoryManager.hist_file are used only in reports menu + # by papermill and that's why they have suppress help. + parser.add_argument( + "-m", + help=argparse.SUPPRESS, + dest="module", + default="", + type=str, + ) + parser.add_argument( + "-f", + help=argparse.SUPPRESS, + dest="module_file", + default="", + type=str, + ) + parser.add_argument( + "--HistoryManager.hist_file", + help=argparse.SUPPRESS, + dest="module_hist_file", + default="", + type=str, + ) if sys.argv[1:] and "-" not in sys.argv[1][0]: sys.argv.insert(1, "--file") - ns_parser = parser.parse_args() + ns_parser, unknown = parser.parse_known_args() + + # This ensures that if terminal.py receives unknown args it will not start. + # Use -d flag if you want to see the unknown args. + if unknown: + if ns_parser.debug: + console.print(unknown) + else: + sys.exit(-1) + main( ns_parser.debug, ns_parser.test, @@ -1197,6 +1235,9 @@ def parse_args_and_run(): ns_parser.path, ns_parser.verbose, ns_parser.routine_args, + module=ns_parser.module, + module_file=ns_parser.module_file, + module_hist_file=ns_parser.module_hist_file, ) diff --git a/poetry.lock b/poetry.lock index 427c9137929..2b6fa8690a7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -77,7 +77,7 @@ pandas = ">=0.18" toolz = "*" [package.extras] -dev = ["black", "docutils", "flake8", "ipython", "m2r", "mistune (<2.0.0)", "pytest", "recommonmark", "sphinx", "vega-datasets"] +dev = ["black", "docutils", "ipython", "flake8", "pytest", "sphinx", "mistune (<2.0.0)", "m2r", "vega-datasets", "recommonmark"] [[package]] name = "altgraph" @@ -100,8 +100,8 @@ idna = ">=2.8" sniffio = ">=1.1" [package.extras] -doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"] +doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"] +test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"] trio = ["trio (>=0.16,<0.22)"] [[package]] @@ -139,8 +139,8 @@ python-versions = ">=3.6" argon2-cffi-bindings = "*" [package.extras] -dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"] -docs = ["furo", "sphinx", "sphinx-notfound-page"] +dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"] +docs = ["sphinx", "sphinx-notfound-page", "furo"] tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"] [[package]] @@ -155,7 +155,7 @@ python-versions = ">=3.6" cffi = ">=1.0.1" [package.extras] -dev = ["cogapp", "pre-commit", "pytest", "wheel"] +dev = ["pytest", "cogapp", "pre-commit", "wheel"] tests = ["pytest"] [[package]] @@ -206,11 +206,11 @@ pyerfa = ">=2.0" PyYAML = ">=3.13" [package.extras] -all = ["asdf (>=2.10.0)", "beautifulsoup4", "bleach", "bottleneck", "certifi", "dask", "h5py", "html5lib", "ipython (>=4.2)", "jplephem", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "mpmath", "pandas", "pyarrow (>=5.0.0)", "pytest (>=7.0)", "pytz", "scipy (>=1.3)", "sortedcontainers", "typing-extensions (>=3.10.0.1)"] -docs = ["Jinja2 (<3.1)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "pytest (>=7.0)", "scipy (>=1.3)", "sphinx (<4)", "sphinx-astropy (>=1.6)", "sphinx-changelog (>=1.2.0)"] -recommended = ["matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "scipy (>=1.3)"] -test = ["pytest (>=7.0)", "pytest-astropy (>=0.10)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist"] -test_all = ["coverage", "ipython (>=4.2)", "objgraph", "pooch", "pytest (>=7.0)", "pytest-astropy (>=0.10)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist", "sgp4 (>=2.3)", "skyfield (>=1.20)"] +all = ["scipy (>=1.3)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "certifi", "dask", "h5py", "pyarrow (>=5.0.0)", "beautifulsoup4", "html5lib", "bleach", "pandas", "sortedcontainers", "pytz", "jplephem", "mpmath", "asdf (>=2.10.0)", "bottleneck", "ipython (>=4.2)", "pytest (>=7.0)", "typing-extensions (>=3.10.0.1)"] +docs = ["sphinx (<4)", "sphinx-astropy (>=1.6)", "pytest (>=7.0)", "scipy (>=1.3)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "sphinx-changelog (>=1.2.0)", "Jinja2 (<3.1)"] +recommended = ["scipy (>=1.3)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)"] +test = ["pytest (>=7.0)", "pytest-doctestplus (>=0.12)", "pytest-astropy-header (>=0.2.1)", "pytest-astropy (>=0.10)", "pytest-xdist"] +test_all = ["pytest (>=7.0)", "pytest-doctestplus (>=0.12)", "pytest-astropy-header (>=0.2.1)", "pytest-astropy (>=0.10)", "pytest-xdist", "objgraph", "ipython (>=4.2)", "coverage", "skyfield (>=1.20)", "sgp4 (>=2.3)", "pooch"] [[package]] name = "asttokens" @@ -251,10 +251,10 @@ optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [package.extras] -dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "sphinx", "sphinx-notfound-page", "zope.interface"] -docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"] -tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"] -tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"] +dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"] +docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"] +tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"] +tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"] [[package]] name = "babel" @@ -309,7 +309,7 @@ PyYAML = ">=5.3.1" stevedore = ">=1.20.0" [package.extras] -test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "toml"] +test = ["coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "toml", "beautifulsoup4 (>=4.8.0)", "pylint (==1.9.4)"] toml = ["toml"] yaml = ["pyyaml"] @@ -322,7 +322,7 @@ optional = false python-versions = ">=3.5" [package.extras] -tests = ["PyHamcrest (>=2.0.2)", "mypy", "pytest (>=4.6)", "pytest-benchmark", "pytest-cov", "pytest-flake8"] +tests = ["pytest-flake8", "pytest-cov", "pytest-benchmark", "pytest (>=4.6)", "PyHamcrest (>=2.0.2)", "mypy"] [[package]] name = "beartype" @@ -333,10 +333,10 @@ optional = false python-versions = ">=3.6.0" [package.extras] -dev = ["coverage (>=5.5)", "mypy (>=0.800)", "pytest (>=4.0.0)", "sphinx (>=3.4.3)", "tox (>=3.20.1)"] -doc-rtd = ["sphinx (==3.4.3)", "sphinx-rtd-theme (==0.5.1)"] -test-tox = ["mypy (>=0.800)", "pytest (>=4.0.0)"] test-tox-coverage = ["coverage (>=5.5)"] +test-tox = ["pytest (>=4.0.0)", "mypy (>=0.800)"] +doc-rtd = ["sphinx-rtd-theme (==0.5.1)", "sphinx (==3.4.3)"] +dev = ["sphinx (>=3.4.3)", "tox (>=3.20.1)", "pytest (>=4.0.0)", "mypy (>=0.800)", "coverage (>=5.5)"] [[package]] name = "beautifulsoup4" @@ -391,7 +391,7 @@ webencodings = "*" [package.extras] css = ["tinycss2 (>=1.1.0,<1.2)"] -dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "mypy (==0.961)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)"] +dev = ["build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "Sphinx (==4.3.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)", "black (==22.3.0)", "mypy (==0.961)"] [[package]] name = "blinker" @@ -425,7 +425,7 @@ ffn = ">=0.3.5" pyprind = ">=2.11" [package.extras] -dev = ["black (>=20.8b1)", "codecov", "coverage", "cython (>=0.25)", "ffn (>=0.3.5)", "flake8", "flake8-black", "future", "matplotlib (>=2)", "mock", "nose", "numpy (>=1)", "pandas (>=0.19)", "pyprind (>=2.11)"] +dev = ["black (>=20.8b1)", "codecov", "coverage", "cython (>=0.25)", "flake8", "flake8-black", "future", "mock", "nose", "numpy (>=1)", "pandas (>=0.19)", "matplotlib (>=2)", "ffn (>=0.3.5)", "pyprind (>=2.11)"] [[package]] name = "cachetools" @@ -452,7 +452,7 @@ requests = ">=2.18.4" yarl = {version = ">=1.7.2", markers = "python_version >= \"3.5.2\""} [package.extras] -doc = ["Sphinx (==4.0)", "m2r2 (==0.2.7)", "mistune (==0.8.4)", "readthedocs-sphinx-search (==0.1.0)", "sphinx-rtd-theme (==0.5.2)"] +doc = ["Sphinx (==4.0)", "mistune (==0.8.4)", "m2r2 (==0.2.7)", "sphinx-rtd-theme (==0.5.2)", "readthedocs-sphinx-search (==0.1.0)"] qa = ["flake8 (==3.7.9)"] [[package]] @@ -534,7 +534,7 @@ optional = false python-versions = "*" [package.extras] -test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"] +test = ["hypothesis (==3.55.3)", "flake8 (==3.7.8)"] [[package]] name = "convertdate" @@ -548,8 +548,8 @@ python-versions = "<4,>=3.7" pymeeus = ">=0.3.13,<=1" [package.extras] -dev = ["black", "build", "isort", "pylint"] -docs = ["myst-parser", "sphinx", "sphinx-rtd-theme"] +dev = ["build", "black", "isort", "pylint"] +docs = ["sphinx", "sphinx-rtd-theme", "myst-parser"] tests = ["coverage"] [[package]] @@ -579,11 +579,11 @@ cffi = ">=1.12" [package.extras] docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"] -docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"] +docstest = ["pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"] pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"] sdist = ["setuptools-rust (>=0.11.4)"] ssh = ["bcrypt (>=3.1.5)"] -test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pytz"] +test = ["pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"] [[package]] name = "cssselect" @@ -639,9 +639,9 @@ regex = "<2019.02.19 || >2019.02.19,<2021.8.27 || >2021.8.27,<2022.3.15" tzlocal = "*" [package.extras] -calendars = ["convertdate", "convertdate", "hijri-converter"] -fasttext = ["fasttext"] langdetect = ["langdetect"] +fasttext = ["fasttext"] +calendars = ["convertdate", "hijri-converter", "convertdate"] [[package]] name = "datetime" @@ -742,8 +742,8 @@ optional = false python-versions = ">=3.6,<4.0" [package.extras] -curio = ["curio (>=1.2,<2.0)", "sniffio (>=1.1,<2.0)"] dnssec = ["cryptography (>=2.6,<37.0)"] +curio = ["curio (>=1.2,<2.0)", "sniffio (>=1.1,<2.0)"] doh = ["h2 (>=4.1.0)", "httpx (>=0.21.1)", "requests (>=2.23.0,<3.0.0)", "requests-toolbelt (>=0.9.1,<0.10.0)"] idna = ["idna (>=2.1,<4.0)"] trio = ["trio (>=0.14,<0.20)"] @@ -811,7 +811,7 @@ pytz = "*" toolz = "*" [package.extras] -dev = ["flake8", "hypothesis", "pip-tools", "pytest", "pytest-benchmark", "pytest-xdist"] +dev = ["flake8", "hypothesis", "pytest", "pytest-benchmark", "pytest-xdist", "pip-tools"] [[package]] name = "executing" @@ -822,7 +822,7 @@ optional = false python-versions = "*" [package.extras] -tests = ["asttokens", "littleutils", "pytest", "rich"] +tests = ["rich", "littleutils", "pytest", "asttokens"] [[package]] name = "fastjsonschema" @@ -833,7 +833,7 @@ optional = false python-versions = "*" [package.extras] -devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"] +devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"] [[package]] name = "feedparser" @@ -866,7 +866,7 @@ scipy = ">=0.15" tabulate = ">=0.7.5" [package.extras] -dev = ["black (>=20.8b1)", "codecov", "coverage", "flake8", "flake8-black", "future", "mock", "nose"] +dev = ["nose", "mock", "future", "flake8-black", "flake8", "coverage", "codecov", "black (>=20.8b1)"] [[package]] name = "filelock" @@ -955,9 +955,9 @@ optional = false python-versions = ">=3.7" [package.extras] -all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"] +all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"] graphite = ["lz4 (>=1.7.4.2)"] -interpolatable = ["munkres", "scipy"] +interpolatable = ["scipy", "munkres"] lxml = ["lxml (>=4.0,<5)"] pathops = ["skia-pathops (>=0.5.0)"] plot = ["matplotlib"] @@ -966,7 +966,7 @@ symfont = ["sympy"] type1 = ["xattr"] ufo = ["fs (>=2.2.0,<3)"] unicode = ["unicodedata2 (>=14.0.0)"] -woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"] +woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"] [[package]] name = "formulaic" @@ -985,8 +985,8 @@ scipy = ">=1.6" wrapt = ">=1.0" [package.extras] -arrow = ["pyarrow (>=1)"] calculus = ["sympy (>=1.3,<1.10)"] +arrow = ["pyarrow (>=1)"] [[package]] name = "fred" @@ -1121,10 +1121,10 @@ six = ">=1.9" webencodings = "*" [package.extras] -all = ["chardet (>=2.2)", "genshi", "lxml"] -chardet = ["chardet (>=2.2)"] -genshi = ["genshi"] lxml = ["lxml"] +genshi = ["genshi"] +chardet = ["chardet (>=2.2)"] +all = ["lxml", "chardet (>=2.2)", "genshi"] [[package]] name = "httpcore" @@ -1159,8 +1159,8 @@ rfc3986 = {version = ">=1.3,<2", extras = ["idna2008"]} sniffio = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] -cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<13)"] +brotli = ["brotlicffi", "brotli"] +cli = ["click (>=8.0.0,<9.0.0)", "rich (>=10,<13)", "pygments (>=2.0.0,<3.0.0)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (>=1.0.0,<2.0.0)"] @@ -1203,9 +1203,9 @@ python-versions = ">=3.7" zipp = ">=0.5" [package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"] +docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "jaraco.tidelift (>=1.4)"] perf = ["ipython"] -testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"] +testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"] [[package]] name = "inflection" @@ -1243,7 +1243,7 @@ python-versions = ">=3.8,<4.0" httpx = ">=0.23.0,<0.24.0" [package.extras] -docs = ["mkdocs (>=1.4.0,<2.0.0)", "mkdocs-git-revision-date-localized-plugin (>=1.1.0,<2.0.0)", "mkdocs-material (>=8.5.4,<9.0.0)", "mkdocstrings[python] (>=0.19.0,<0.20.0)"] +docs = ["mkdocstrings[python] (>=0.19.0,<0.20.0)", "mkdocs-git-revision-date-localized-plugin (>=1.1.0,<2.0.0)", "mkdocs-material (>=8.5.4,<9.0.0)", "mkdocs (>=1.4.0,<2.0.0)"] [[package]] name = "investpy" @@ -1265,7 +1265,7 @@ requests = ">=2.22.0" Unidecode = ">=1.1.1" [package.extras] -docs = ["furo (==2021.4.11b34)", "investpy (==1.0.8)", "recommonmark (==0.7.1)", "sphinx (==3.4.3)"] +docs = ["sphinx (==3.4.3)", "recommonmark (==0.7.1)", "furo (==2021.4.11b34)", "investpy (==1.0.8)"] tests = ["pytest (==6.2.5)"] [[package]] @@ -1280,8 +1280,8 @@ python-versions = ">=3.6" ipywidgets = ">=7.0.0" [package.extras] -docs = ["jupyter-sphinx", "nbsphinx", "nbsphinx-link", "pypandoc", "pytest-check-links", "recommonmark", "sphinx (>=1.5)", "sphinx-rtd-theme"] -test = ["nbval", "pytest (>=4.6)", "pytest-cov"] +test = ["nbval", "pytest-cov", "pytest (>=4.6)"] +docs = ["sphinx-rtd-theme", "sphinx (>=1.5)", "recommonmark", "pypandoc", "pytest-check-links", "nbsphinx-link", "nbsphinx", "jupyter-sphinx"] [[package]] name = "ipykernel" @@ -1306,7 +1306,7 @@ traitlets = ">=5.1.0" [package.extras] docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"] -test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "pytest-timeout"] +test = ["flaky", "ipyparallel", "pre-commit", "pytest-cov", "pytest-timeout", "pytest (>=7.0)"] [[package]] name = "ipympl" @@ -1348,7 +1348,7 @@ stack-data = "*" traitlets = ">=5" [package.extras] -all = ["Sphinx (>=1.3)", "black", "curio", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "testpath", "trio"] +all = ["black", "Sphinx (>=1.3)", "ipykernel", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.19)", "pandas", "trio"] black = ["black"] doc = ["Sphinx (>=1.3)"] kernel = ["ipykernel"] @@ -1358,7 +1358,7 @@ notebook = ["ipywidgets", "notebook"] parallel = ["ipyparallel"] qtconsole = ["qtconsole"] test = ["pytest (<7.1)", "pytest-asyncio", "testpath"] -test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] +test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "trio"] [[package]] name = "ipython-genutils" @@ -1385,7 +1385,7 @@ traitlets = ">=4.3.1" widgetsnbextension = ">=3.6.0,<3.7.0" [package.extras] -test = ["mock", "pytest (>=3.6.0)", "pytest-cov"] +test = ["pytest (>=3.6.0)", "pytest-cov", "mock"] [[package]] name = "iso8601" @@ -1404,10 +1404,10 @@ optional = false python-versions = ">=3.6.1,<4.0" [package.extras] -colors = ["colorama (>=0.4.3,<0.5.0)"] pipfile_deprecated_finder = ["pipreqs", "requirementslib"] +requirements_deprecated_finder = ["pipreqs", "pip-api"] +colors = ["colorama (>=0.4.3,<0.5.0)"] plugins = ["setuptools"] -requirements_deprecated_finder = ["pip-api", "pipreqs"] [[package]] name = "jedi" @@ -1486,7 +1486,7 @@ six = ">=1.11.0" [package.extras] format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"] -format_nongpl = ["idna", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "webcolors"] +format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator (>0.1.0)", "rfc3339-validator"] [[package]] name = "jupyter" @@ -1522,7 +1522,7 @@ tornado = ">=6.2" traitlets = "*" [package.extras] -doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"] +doc = ["ipykernel", "myst-parser", "sphinx-rtd-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt"] test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"] [[package]] @@ -1597,7 +1597,7 @@ traitlets = ">=5.1" websocket-client = "*" [package.extras] -test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "requests"] +test = ["coverage", "ipykernel", "pre-commit", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "pytest (>=7.0)", "requests"] [[package]] name = "jupyterlab" @@ -1620,7 +1620,7 @@ tomli = "*" tornado = ">=6.1.0" [package.extras] -test = ["check-manifest", "coverage", "jupyterlab-server", "pre-commit", "pytest (>=6.0)", "pytest-check-links (>=0.5)", "pytest-console-scripts", "pytest-cov", "requests", "requests-cache", "virtualenv"] +test = ["check-manifest", "coverage", "jupyterlab-server", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-console-scripts", "pytest-check-links (>=0.5)", "requests", "requests-cache", "virtualenv"] ui-tests = ["build"] [[package]] @@ -1675,7 +1675,7 @@ requests = "*" [package.extras] docs = ["autodoc-traits", "docutils (<0.19)", "jinja2 (<3.1.0)", "mistune (<1)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi"] openapi = ["openapi-core (>=0.14.2)", "ruamel-yaml"] -test = ["codecov", "ipykernel", "jupyter-server", "openapi-core (>=0.14.2,<0.15.0)", "openapi-spec-validator (<0.5)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "ruamel-yaml", "strict-rfc3339"] +test = ["codecov", "ipykernel", "jupyter-server", "openapi-core (>=0.14.2,<0.15.0)", "openapi-spec-validator (<0.5)", "pytest-console-scripts", "pytest-cov", "pytest (>=7.0)", "ruamel-yaml", "strict-rfc3339"] [[package]] name = "jupyterlab-widgets" @@ -1750,7 +1750,7 @@ colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""} win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""} [package.extras] -dev = ["Sphinx (>=4.1.1)", "black (>=19.10b0)", "colorama (>=0.3.4)", "docutils (==0.16)", "flake8 (>=3.7.7)", "isort (>=5.1.1)", "pytest (>=4.6.2)", "pytest-cov (>=2.7.1)", "sphinx-autobuild (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)", "tox (>=3.9.0)"] +dev = ["sphinx-rtd-theme (>=0.4.3)", "sphinx-autobuild (>=0.7.1)", "Sphinx (>=4.1.1)", "isort (>=5.1.1)", "black (>=19.10b0)", "pytest-cov (>=2.7.1)", "pytest (>=4.6.2)", "tox (>=3.9.0)", "flake8 (>=3.7.7)", "docutils (==0.16)", "colorama (>=0.3.4)"] [[package]] name = "lxml" @@ -1789,12 +1789,12 @@ python-versions = "~=3.6" attrs = ">=19,<22" [package.extras] -code_style = ["pre-commit (==2.6)"] -compare = ["commonmark (>=0.9.1,<0.10.0)", "markdown (>=3.2.2,<3.3.0)", "mistletoe-ebp (>=0.10.0,<0.11.0)", "mistune (>=0.8.4,<0.9.0)", "panflute (>=1.12,<2.0)"] -linkify = ["linkify-it-py (>=1.0,<2.0)"] +testing = ["pytest-regressions", "pytest-cov", "pytest-benchmark (>=3.2,<4.0)", "pytest (>=3.6,<4)", "psutil", "coverage"] +rtd = ["sphinx-book-theme", "sphinx-panels (>=0.4.0,<0.5.0)", "sphinx-copybutton", "sphinx (>=2,<4)", "pyyaml", "myst-nb (==0.13.0a1)"] plugins = ["mdit-py-plugins"] -rtd = ["myst-nb (==0.13.0a1)", "pyyaml", "sphinx (>=2,<4)", "sphinx-book-theme", "sphinx-copybutton", "sphinx-panels (>=0.4.0,<0.5.0)"] -testing = ["coverage", "psutil", "pytest (>=3.6,<4)", "pytest-benchmark (>=3.2,<4.0)", "pytest-cov", "pytest-regressions"] +linkify = ["linkify-it-py (>=1.0,<2.0)"] +compare = ["panflute (>=1.12,<2.0)", "mistune (>=0.8.4,<0.9.0)", "mistletoe-ebp (>=0.10.0,<0.11.0)", "markdown (>=3.2.2,<3.3.0)", "commonmark (>=0.9.1,<0.10.0)"] +code_style = ["pre-commit (==2.6)"] [[package]] name = "markupsafe" @@ -1854,9 +1854,9 @@ python-versions = "~=3.6" markdown-it-py = ">=1.0,<2.0" [package.extras] +testing = ["pytest-regressions", "pytest-cov", "pytest (>=3.6,<4)", "coverage"] +rtd = ["sphinx-book-theme (>=0.1.0,<0.2.0)", "myst-parser (==0.14.0a3)"] code_style = ["pre-commit (==2.6)"] -rtd = ["myst-parser (==0.14.0a3)", "sphinx-book-theme (>=0.1.0,<0.2.0)"] -testing = ["coverage", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"] [[package]] name = "mistune" @@ -1875,7 +1875,7 @@ optional = false python-versions = ">=3.6" [package.extras] -build = ["blurb", "twine", "wheel"] +build = ["twine", "wheel", "blurb"] docs = ["sphinx"] test = ["pytest (<5.4)", "pytest-cov"] @@ -1959,7 +1959,7 @@ sphinx = ">=3.1,<5" [package.extras] code_style = ["pre-commit (>=2.12,<3.0)"] linkify = ["linkify-it-py (>=1.0,<2.0)"] -rtd = ["ipython", "sphinx-book-theme (>=0.1.0,<0.2.0)", "sphinx-panels (>=0.5.2,<0.6.0)", "sphinxcontrib-bibtex (>=2.1,<3.0)", "sphinxcontrib.mermaid (>=0.6.3,<0.7.0)", "sphinxext-opengraph (>=0.4.2,<0.5.0)", "sphinxext-rediraffe (>=0.2,<1.0)"] +rtd = ["ipython", "sphinx-book-theme (>=0.1.0,<0.2.0)", "sphinx-panels (>=0.5.2,<0.6.0)", "sphinxcontrib-bibtex (>=2.1,<3.0)", "sphinxext-rediraffe (>=0.2,<1.0)", "sphinxcontrib.mermaid (>=0.6.3,<0.7.0)", "sphinxext-opengraph (>=0.4.2,<0.5.0)"] testing = ["beautifulsoup4", "coverage", "docutils (>=0.17.0,<0.18.0)", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"] [[package]] @@ -1990,9 +1990,9 @@ tornado = ">=6.1" traitlets = ">=4.2.1" [package.extras] -docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"] +docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"] json-logging = ["json-logging"] -test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-tornasync", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"] +test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium (==4.1.5)", "pytest-cov", "pytest-tornasync", "requests-unixsocket"] [[package]] name = "nbclient" @@ -2009,8 +2009,8 @@ nest-asyncio = "*" traitlets = ">=5.0.0" [package.extras] -sphinx = ["Sphinx (>=1.7)", "mock", "moto", "myst-parser", "sphinx-book-theme"] -test = ["black", "check-manifest", "flake8", "ipykernel", "ipython (<8.0.0)", "ipywidgets (<8.0.0)", "mypy", "pip (>=18.1)", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "wheel (>=0.31.0)", "xmltodict"] +sphinx = ["Sphinx (>=1.7)", "sphinx-book-theme", "mock", "moto", "myst-parser"] +test = ["ipython (<8.0.0)", "ipykernel", "ipywidgets (<8.0.0)", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "xmltodict", "black", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)"] [[package]] name = "nbconvert" @@ -2040,10 +2040,10 @@ tinycss2 = "*" traitlets = ">=5.0" [package.extras] -all = ["ipykernel", "ipython", "ipywidgets (>=7)", "nbsphinx (>=0.2.12)", "pre-commit", "pyppeteer (>=1,<1.1)", "pytest", "pytest-cov", "pytest-dependency", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "tornado (>=6.1)"] -docs = ["ipython", "nbsphinx (>=0.2.12)", "sphinx (>=1.5.1)", "sphinx-rtd-theme"] +all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "tornado (>=6.1)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"] +docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"] serve = ["tornado (>=6.1)"] -test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "pytest", "pytest-cov", "pytest-dependency"] +test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)"] webpdf = ["pyppeteer (>=1,<1.1)"] [[package]] @@ -2096,11 +2096,11 @@ optional = false python-versions = ">=3.8" [package.extras] -default = ["matplotlib (>=3.4)", "numpy (>=1.19)", "pandas (>=1.3)", "scipy (>=1.8)"] -developer = ["mypy (>=0.981)", "pre-commit (>=2.20)"] -doc = ["nb2plots (>=0.6)", "numpydoc (>=1.4)", "pillow (>=9.1)", "pydata-sphinx-theme (>=0.9)", "sphinx (>=5)", "sphinx-gallery (>=0.10)", "texext (>=0.6.6)"] -extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.9)", "sympy (>=1.10)"] -test = ["codecov (>=2.1)", "pytest (>=7.1)", "pytest-cov (>=3.0)"] +default = ["numpy (>=1.19)", "scipy (>=1.8)", "matplotlib (>=3.4)", "pandas (>=1.3)"] +developer = ["pre-commit (>=2.20)", "mypy (>=0.981)"] +doc = ["sphinx (>=5)", "pydata-sphinx-theme (>=0.9)", "sphinx-gallery (>=0.10)", "numpydoc (>=1.4)", "pillow (>=9.1)", "nb2plots (>=0.6)", "texext (>=0.6.6)"] +extra = ["lxml (>=4.6)", "pygraphviz (>=1.9)", "pydot (>=1.4.2)", "sympy (>=1.10)"] +test = ["pytest (>=7.1)", "pytest-cov (>=3.0)", "codecov (>=2.1)"] [[package]] name = "nodeenv" @@ -2137,9 +2137,9 @@ tornado = ">=6.1" traitlets = ">=4.2.1" [package.extras] -docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"] +docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"] json-logging = ["json-logging"] -test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"] +test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium (==4.1.5)", "pytest-cov", "requests-unixsocket"] [[package]] name = "notebook-shim" @@ -2153,7 +2153,7 @@ python-versions = ">=3.7" jupyter-server = ">=1.8,<3" [package.extras] -test = ["pytest", "pytest-console-scripts", "pytest-tornasync"] +test = ["pytest-tornasync", "pytest-console-scripts", "pytest"] [[package]] name = "numpy" @@ -2247,7 +2247,7 @@ python-dateutil = ">=2.8.1" pytz = ">=2020.1" [package.extras] -test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"] +test = ["pytest-xdist (>=1.31)", "pytest (>=6.0)", "hypothesis (>=5.5.3)"] [[package]] name = "pandas-datareader" @@ -2299,6 +2299,42 @@ category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +[[package]] +name = "papermill" +version = "2.4.0" +description = "Parametrize and run Jupyter and nteract Notebooks" +category = "main" +optional = false +python-versions = ">=3.7" +develop = false + +[package.dependencies] +click = "*" +entrypoints = "*" +nbclient = ">=0.2.0" +nbformat = ">=5.1.2" +pyyaml = "*" +requests = "*" +tenacity = ">=5.0.2" +tqdm = ">=4.32.2" + +[package.extras] +all = ["boto3", "azure-datalake-store (>=0.0.30)", "azure-storage-blob (>=12.1.0)", "requests (>=2.21.0)", "gcsfs (>=0.2.0)", "pyarrow (>=2.0)", "black (>=19.3b0)"] +azure = ["azure-datalake-store (>=0.0.30)", "azure-storage-blob (>=12.1.0)", "requests (>=2.21.0)"] +black = ["black (>=19.3b0)"] +dev = ["boto3", "botocore", "codecov", "coverage", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "notebook", "moto", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-mock (>=1.10)", "pytest-env (>=0.6.2)", "requests (>=2.21.0)", "check-manifest", "attrs (>=17.4.0)", "pre-commit", "flake8", "tox", "bumpversion", "recommonmark", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "azure-datalake-store (>=0.0.30)", "azure-storage-blob (>=12.1.0)", "gcsfs (>=0.2.0)", "pyarrow (>=2.0)", "black (>=19.3b0)"] +gcs = ["gcsfs (>=0.2.0)"] +github = ["PyGithub (>=1.55)"] +hdfs = ["pyarrow (>=2.0)"] +s3 = ["boto3"] +test = ["boto3", "botocore", "codecov", "coverage", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "notebook", "moto", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-mock (>=1.10)", "pytest-env (>=0.6.2)", "requests (>=2.21.0)", "check-manifest", "attrs (>=17.4.0)", "pre-commit", "flake8", "tox", "bumpversion", "recommonmark", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "azure-datalake-store (>=0.0.30)", "azure-storage-blob (>=12.1.0)", "gcsfs (>=0.2.0)", "pyarrow (>=2.0)", "black (>=19.3b0)"] + +[package.source] +type = "git" +url = "https://github.com/nteract/papermill.git" +reference = "main" +resolved_reference = "54f6c038cdae0c70d5fb04691fa465e12aeb62cb" + [[package]] name = "parso" version = "0.8.3" @@ -2332,7 +2368,7 @@ numpy = ">=1.4" six = "*" [package.extras] -test = ["pytest", "pytest-cov", "scipy"] +test = ["scipy", "pytest-cov", "pytest"] [[package]] name = "pbr" @@ -2393,8 +2429,8 @@ optional = false python-versions = ">=3.7" [package.extras] -docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"] -test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"] +docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"] +test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"] [[package]] name = "plotly" @@ -2416,8 +2452,8 @@ optional = false python-versions = ">=3.6" [package.extras] -dev = ["pre-commit", "tox"] -testing = ["pytest", "pytest-benchmark"] +testing = ["pytest-benchmark", "pytest"] +dev = ["tox", "pre-commit"] [[package]] name = "pmdarima" @@ -2452,7 +2488,7 @@ websocket-client = ">=0.54.0" [package.extras] ci = ["coveralls"] -dev = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "packaging", "pre-commit", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "sphinx", "sphinx-rtd-theme"] +dev = ["packaging", "pre-commit", "sphinx", "sphinx-rtd-theme", "betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)"] lint = ["pre-commit", "sphinx", "sphinx-rtd-theme"] readthedocs = ["sphinx", "sphinx-rtd-theme"] test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)"] @@ -2469,10 +2505,10 @@ python-versions = "~=3.6" requests = ">=2.6.0,<3.0" [package.extras] +test = ["testfixtures (>4.13.2,<7)", "pytest", "mock (>=0.8)", "betamax-serializers (>=0.2.0,<0.3)", "betamax-matchers (>=0.4.0,<0.5)", "betamax (>=0.8,<0.9)"] +lint = ["flynt", "pydocstyle", "pre-commit", "flake8", "black"] +dev = ["testfixtures (>4.13.2,<7)", "pytest", "mock (>=0.8)", "betamax-serializers (>=0.2.0,<0.3)", "betamax-matchers (>=0.4.0,<0.5)", "betamax (>=0.8,<0.9)", "flynt", "pydocstyle", "pre-commit", "flake8", "black"] ci = ["coveralls"] -dev = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.4.0,<0.5)", "betamax-serializers (>=0.2.0,<0.3)", "black", "flake8", "flynt", "mock (>=0.8)", "pre-commit", "pydocstyle", "pytest", "testfixtures (>4.13.2,<7)"] -lint = ["black", "flake8", "flynt", "pre-commit", "pydocstyle"] -test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.4.0,<0.5)", "betamax-serializers (>=0.2.0,<0.3)", "mock (>=0.8)", "pytest", "testfixtures (>4.13.2,<7)"] [[package]] name = "pre-commit" @@ -2549,7 +2585,7 @@ optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [package.extras] -test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] +test = ["ipaddress", "mock", "enum34", "pywin32", "wmi"] [[package]] name = "ptyprocess" @@ -2672,7 +2708,7 @@ numpy = ">=1.16.4" [package.extras] carto = ["pydeck-carto"] -jupyter = ["ipykernel (>=5.1.2)", "ipython (>=5.8.0)", "ipywidgets (>=7,<8)", "traitlets (>=4.3.2)"] +jupyter = ["ipywidgets (>=7,<8)", "traitlets (>=4.3.2)", "ipython (>=5.8.0)", "ipykernel (>=5.1.2)"] [[package]] name = "pyerfa" @@ -2710,9 +2746,9 @@ sseclient = ">=0.0.22" temporal-cache = ">=0.1.1" [package.extras] -async = ["Pillow (>=5.3.0)", "aiohttp (>=3.2)", "aiohttp-sse-client (>=0.2.0)", "aiostream (>=0.3.1)", "deprecation (>=2.0.6)", "ipython (>=7.2.0)", "pandas (>=0.22)", "pytz (>=2019.1)", "requests (>=2.21.0)", "six", "socketIO-client-nexus (>=0.7.6)", "sseclient (>=0.0.22)", "temporal-cache (>=0.1.1)"] -dev = ["Pillow (>=5.3.0)", "Sphinx (>=1.8.4)", "TA-Lib (>=0.4.17)", "aiohttp (>=3.2)", "aiohttp-sse-client (>=0.2.0)", "aiostream (>=0.3.1)", "black (>=20)", "bump2version (>=1.0.0)", "deprecation (>=2.0.6)", "flake8 (>=3.7.8)", "flake8-black (>=0.2.1)", "ipython (>=7.2.0)", "mock", "pandas (>=0.22)", "pytest (>=4.3.0)", "pytest-cov (>=2.6.1)", "pytz (>=2019.1)", "recommonmark", "requests (>=2.21.0)", "six", "socketIO-client-nexus (>=0.7.6)", "sphinx-markdown-builder (>=0.5.2)", "sphinx-rtd-theme", "sseclient (>=0.0.22)", "temporal-cache (>=0.1.1)"] studies = ["TA-Lib (>=0.4.17)"] +dev = ["sphinx-rtd-theme", "sphinx-markdown-builder (>=0.5.2)", "Sphinx (>=1.8.4)", "recommonmark", "pytest-cov (>=2.6.1)", "pytest (>=4.3.0)", "mock", "flake8-black (>=0.2.1)", "flake8 (>=3.7.8)", "bump2version (>=1.0.0)", "black (>=20)", "TA-Lib (>=0.4.17)", "aiostream (>=0.3.1)", "aiohttp-sse-client (>=0.2.0)", "aiohttp (>=3.2)", "temporal-cache (>=0.1.1)", "sseclient (>=0.0.22)", "socketIO-client-nexus (>=0.7.6)", "six", "requests (>=2.21.0)", "pytz (>=2019.1)", "pandas (>=0.22)", "Pillow (>=5.3.0)", "ipython (>=7.2.0)", "deprecation (>=2.0.6)"] +async = ["aiostream (>=0.3.1)", "aiohttp-sse-client (>=0.2.0)", "aiohttp (>=3.2)", "temporal-cache (>=0.1.1)", "sseclient (>=0.0.22)", "socketIO-client-nexus (>=0.7.6)", "six", "requests (>=2.21.0)", "pytz (>=2019.1)", "pandas (>=0.22)", "Pillow (>=5.3.0)", "ipython (>=7.2.0)", "deprecation (>=2.0.6)"] [[package]] name = "pyflakes" @@ -2764,8 +2800,8 @@ numpy = ">=1.12.0" scipy = ">=1.0.0" [package.extras] -docs = ["astunparse", "ipython", "jupyter-client", "nbsphinx", "sphinx", "sphinx-rtd-theme"] -tests = ["pytest", "pytest-xdist"] +tests = ["pytest-xdist", "pytest"] +docs = ["jupyter-client", "nbsphinx", "sphinx-rtd-theme", "astunparse", "ipython", "sphinx"] [[package]] name = "pyinstaller" @@ -2784,7 +2820,7 @@ pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""} [package.extras] encryption = ["tinyaes (>=1.0.0)"] -hook_testing = ["execnet (>=1.5.0)", "psutil", "pytest (>=2.7.3)"] +hook_testing = ["pytest (>=2.7.3)", "execnet (>=1.5.0)", "psutil"] [[package]] name = "pyinstaller-hooks-contrib" @@ -2845,7 +2881,7 @@ python-versions = "*" aws = ["pymongo-auth-aws (<2.0.0)"] encryption = ["pymongocrypt (>=1.1.0,<2.0.0)"] gssapi = ["pykerberos"] -ocsp = ["certifi", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"] +ocsp = ["pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)", "certifi"] snappy = ["python-snappy"] srv = ["dnspython (>=1.16.0,<1.17.0)"] tls = ["ipaddress"] @@ -2895,7 +2931,7 @@ optional = false python-versions = ">=3.6.8" [package.extras] -diagrams = ["jinja2", "railroad-diagrams"] +diagrams = ["railroad-diagrams", "jinja2"] [[package]] name = "pyportfolioopt" @@ -2912,7 +2948,7 @@ pandas = ">=0.19" scipy = ">=1.3,<2.0" [package.extras] -optionals = ["cvxopt (>=1.2,!=1.2.5.post1,<2.0)", "matplotlib (>=3.2.0,<4.0.0)", "scikit-learn (>=0.24.1,<0.25.0)"] +optionals = ["cvxopt (>=1.2,!=1.2.5.post1,<2.0)", "scikit-learn (>=0.24.1,<0.25.0)", "matplotlib (>=3.2.0,<4.0.0)"] [[package]] name = "pyprind" @@ -2964,7 +3000,7 @@ coverage = {version = ">=5.2.1", extras = ["toml"]} pytest = ">=4.6" [package.extras] -testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"] +testing = ["virtualenv", "pytest-xdist", "six", "process-tests", "hunter", "fields"] [[package]] name = "pytest-mock" @@ -2978,7 +3014,7 @@ python-versions = ">=3.7" pytest = ">=5.0" [package.extras] -dev = ["pre-commit", "pytest-asyncio", "tox"] +dev = ["pre-commit", "tox", "pytest-asyncio"] [[package]] name = "pytest-recording" @@ -3012,7 +3048,7 @@ loguru = "*" typing-extensions = "*" [package.extras] -testing = ["aiodns", "aiohttp (>=3.7.4)", "backoff", "base58", "dnspython", "flake8", "loguru", "mock", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mock", "pytest-socket", "typing-extensions"] +testing = ["pytest-asyncio", "pytest-mock", "pytest-socket", "pytest-cov", "pytest", "mock", "typing-extensions", "loguru", "flake8", "dnspython", "base58", "backoff", "aiohttp (>=3.7.4)", "aiodns"] [[package]] name = "python-binance" @@ -3393,10 +3429,10 @@ scipy = ">=1.3.2" threadpoolctl = ">=2.0.0" [package.extras] -benchmark = ["matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"] -docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"] -examples = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"] -tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.2)", "mypy (>=0.961)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.16.2)"] +tests = ["numpydoc (>=1.2.0)", "pyamg (>=4.0.0)", "mypy (>=0.961)", "black (>=22.3.0)", "flake8 (>=3.8.2)", "pytest-cov (>=2.9.0)", "pytest (>=5.0.1)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"] +examples = ["seaborn (>=0.9.0)", "pandas (>=1.0.5)", 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"sha256:af887845b8c2e060eb5605ff72b6f2dd2aab7a761379373fd89d314f4752abbf"}, -] +websockets = [] +widgetsnbextension = [] +win32-setctime = [] +wrapt = [] +xlsxwriter = [] +yarl = [] yfinance = [] -zipp = [ - {file = "zipp-3.10.0-py3-none-any.whl", hash = "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1"}, - {file = "zipp-3.10.0.tar.gz", hash = "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"}, -] +zipp = [] "zope.interface" = [] diff --git a/pyproject.toml b/pyproject.toml index 5f24aa7fbd3..72428346f40 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -100,6 +100,7 @@ ipyflex = "^0.2.4" setuptools = "^65.4.1" investiny = "^0.5.0" numpy = "1.21.6" +papermill = {git = "https://github.com/nteract/papermill.git", rev = "main"} stocksera = "^0.1.21" [tool.poetry.dev-dependencies] diff --git a/requirements-full.txt b/requirements-full.txt index e124655699b..3eea5dfb17a 100644 --- a/requirements-full.txt +++ b/requirements-full.txt @@ -38,7 +38,7 @@ cfgv==3.3.1; python_full_version >= "3.6.1" and python_version >= "3.7" charset-normalizer==2.1.0; python_full_version >= "3.6.0" click==8.1.3; python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7" codespell==2.2.2; python_version >= "3.7" -colorama==0.4.6; python_full_version >= "3.7.2" and python_version >= "3.8" and sys_platform == "win32" and (python_version >= "3.6" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.6" and python_full_version >= "3.7.0") and (python_version >= "3.7" and python_full_version < "3.0.0" and platform_system == "Windows" or platform_system == "Windows" and python_version >= "3.7" and python_full_version >= "3.7.0") and (python_version >= "2.7" and python_full_version < "3.0.0" and platform_system == "Windows" or python_full_version >= "3.7.0" and platform_system == "Windows") and (python_version >= "3.7" and python_full_version < "3.0.0" and platform_system == "Windows" and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7") or platform_system == "Windows" and python_version >= "3.7" and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7") and python_full_version >= "3.7.0") and python_full_version < "4.0.0" +colorama==0.4.6; python_full_version >= "3.7.2" and python_version >= "3.8" and sys_platform == "win32" and (python_version >= "3.6" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.6" and python_full_version >= "3.7.0") and (python_version >= "3.7" and python_full_version < "3.0.0" and platform_system == "Windows" or platform_system == "Windows" and python_version >= "3.7" and python_full_version >= "3.7.0") and (python_version >= "3.7" and python_full_version < "3.0.0" and platform_system == "Windows" and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7") or platform_system == "Windows" and python_version >= "3.7" and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7") and python_full_version >= "3.7.0") and python_full_version < "4.0.0" commonmark==0.9.1; python_full_version >= "3.6.3" and python_full_version < "4.0.0" and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7") convertdate==2.4.0; python_version >= "3.7" and python_version < "4" coverage==6.5.0; python_version >= "3.7" @@ -164,6 +164,7 @@ pandas-market-calendars==3.2; python_full_version >= "3.7.0" pandas-ta==0.3.14b pandas==1.5.1; python_version >= "3.8" pandocfilters==1.5.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.7" +papermill @ git+https://github.com/nteract/papermill.git@main ; python_version >= "3.7" parso==0.8.3; python_version >= "3.8" and python_full_version >= "3.7.0" and python_full_version < "4.0.0" pathspec==0.10.1; python_version >= "3.7" patsy==0.5.3; python_version >= "3.8" @@ -277,7 +278,7 @@ stocksera==0.1.21; python_version >= "3.6" streamlit==1.13.0; (python_version >= "3.7" and python_full_version < "3.9.7") or (python_full_version > "3.9.7") tabulate==0.9.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.7" temporal-cache==0.1.4 -tenacity==8.1.0; python_version >= "3.6" +tenacity==8.1.0; python_version >= "3.7" terminado==0.16.0; python_version >= "3.7" thepassiveinvestor==1.0.10 threadpoolctl==3.1.0; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.8" @@ -290,7 +291,7 @@ tomlkit==0.11.5; python_version >= "3.6" and python_version < "4.0" and python_f toolz==0.12.0; python_version >= "3.8" and python_version < "4.0" and python_full_version >= "3.7.0" and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7") torch==1.11.0; python_full_version >= "3.7.0" tornado==6.2; python_version >= "3.7" and python_full_version < "3.9.7" and python_full_version >= "3.7.0" or python_full_version > "3.9.7" and python_version >= "3.7" and python_full_version < "4.0.0" -tqdm==4.64.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" +tqdm==4.64.1; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.7" tradingview-ta==3.3.0; python_version >= "3.6" traitlets==5.5.0; python_full_version >= "3.7.0" and python_full_version < "4.0.0" and python_version >= "3.8" types-python-dateutil==2.8.19.2 diff --git a/requirements.txt b/requirements.txt index f3a9b690a0c..23b83575637 100644 --- a/requirements.txt +++ b/requirements.txt @@ -140,6 +140,7 @@ pandas-market-calendars==3.2; python_full_version >= "3.7.0" pandas-ta==0.3.14b pandas==1.5.1; python_version >= "3.8" pandocfilters==1.5.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.7" +papermill @ git+https://github.com/nteract/papermill.git@main ; python_version >= "3.7" parso==0.8.3; python_version >= "3.8" patsy==0.5.3; python_version >= "3.8" pexpect==4.8.0; sys_platform != "win32" and python_version >= "3.8" @@ -232,7 +233,7 @@ stocksera==0.1.21; python_version >= "3.6" streamlit==1.13.0; (python_version >= "3.7" and python_full_version < "3.9.7") or (python_full_version > "3.9.7") tabulate==0.9.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.7" temporal-cache==0.1.4 -tenacity==8.1.0; python_version >= "3.6" +tenacity==8.1.0; python_version >= "3.7" terminado==0.16.0; python_version >= "3.7" thepassiveinvestor==1.0.10 threadpoolctl==3.1.0; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.8" @@ -242,7 +243,7 @@ toml==0.10.2; python_version >= "3.7" and python_full_version < "3.0.0" or pytho tomli==2.0.1; python_version >= "3.8" toolz==0.12.0; python_version >= "3.8" and python_version < "4.0" and python_full_version >= "3.7.0" and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7") tornado==6.2; python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7" -tqdm==4.64.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" +tqdm==4.64.1; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.7" tradingview-ta==3.3.0; python_version >= "3.6" traitlets==5.5.0; python_full_version >= "3.7.0" and python_version >= "3.8" typing-extensions==4.4.0; python_full_version >= "3.7.0" and python_full_version < "4.0.0" and python_version < "3.9" and python_version >= "3.7" and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7" and python_version >= "3.7") and (python_version >= "3.7" and python_full_version < "3.9.7" or python_full_version > "3.9.7") diff --git a/tests/openbb_terminal/reports/__init__.py b/tests/openbb_terminal/reports/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/tests/openbb_terminal/reports/test_reports_controller.py b/tests/openbb_terminal/reports/test_reports_controller.py new file mode 100644 index 00000000000..a45942fee56 --- /dev/null +++ b/tests/openbb_terminal/reports/test_reports_controller.py @@ -0,0 +1,358 @@ +# IMPORTATION STANDARD +import os + +# IMPORTATION THIRDPARTY +import pytest + +# IMPORTATION INTERNAL +from openbb_terminal.reports import reports_controller, reports_model + + +# pylint: disable=E1101 +# pylint: disable=W0603 +# pylint: disable=E1111 + + +@pytest.mark.vcr(record_mode="none") +@pytest.mark.parametrize( + "queue, expected", + [ + (["load", "help"], ["help"]), + (["quit", "help"], ["help"]), + ], +) +def test_menu_with_queue(expected, mocker, queue): + path_controller = "openbb_terminal.reports.reports_controller" + + # MOCK SWITCH + mocker.patch( + target=f"{path_controller}.ReportController.switch", + return_value=["quit"], + ) + result_menu = reports_controller.ReportController(queue=queue).menu() + + assert result_menu == expected + + +@pytest.mark.vcr(record_mode="none") +def test_menu_without_queue_completion(mocker): + path_controller = "openbb_terminal.reports.reports_controller" + + # ENABLE AUTO-COMPLETION : HELPER_FUNCS.MENU + mocker.patch( + target="openbb_terminal.feature_flags.USE_PROMPT_TOOLKIT", + new=True, + ) + mocker.patch( + target="openbb_terminal.parent_classes.session", + ) + mocker.patch( + target="openbb_terminal.parent_classes.session.prompt", + return_value="quit", + ) + + # DISABLE AUTO-COMPLETION : CONTROLLER.COMPLETER + mocker.patch.object( + target=reports_controller.obbff, + attribute="USE_PROMPT_TOOLKIT", + new=True, + ) + mocker.patch( + target=f"{path_controller}.session", + ) + mocker.patch( + target=f"{path_controller}.session.prompt", + return_value="quit", + ) + + result_menu = reports_controller.ReportController(queue=None).menu() + + assert result_menu == ["help"] + + +@pytest.mark.vcr(record_mode="none") +@pytest.mark.parametrize( + "mock_input", + ["help", "homee help", "home help", "mock"], +) +def test_menu_without_queue_sys_exit(mock_input, mocker): + path_controller = "openbb_terminal.reports.reports_controller" + + # DISABLE AUTO-COMPLETION + mocker.patch.object( + target=reports_controller.obbff, + attribute="USE_PROMPT_TOOLKIT", + new=False, + ) + mocker.patch( + target=f"{path_controller}.session", + return_value=None, + ) + + # MOCK USER INPUT + mocker.patch("builtins.input", return_value=mock_input) + + # MOCK SWITCH + class SystemExitSideEffect: + def __init__(self): + self.first_call = True + + def __call__(self, *args, **kwargs): + if self.first_call: + self.first_call = False + raise SystemExit() + return ["quit"] + + mock_switch = mocker.Mock(side_effect=SystemExitSideEffect()) + mocker.patch( + target=f"{path_controller}.ReportController.switch", + new=mock_switch, + ) + + result_menu = reports_controller.ReportController(queue=None).menu() + + assert result_menu == ["help"] + + +@pytest.mark.vcr(record_mode="none") +@pytest.mark.record_stdout +def test_print_help(): + controller = reports_controller.ReportController(queue=None) + controller.print_help() + + +@pytest.mark.vcr(record_mode="none") +@pytest.mark.parametrize( + "an_input, expected_queue", + [ + ("", []), + ("/help", ["home", "help"]), + ("help/help", ["help", "help"]), + ("q", ["quit"]), + ("h", []), + ( + "r", + [ + "quit", + "reset", + "reports", + ], + ), + ], +) +def test_switch(an_input, expected_queue): + controller = reports_controller.ReportController(queue=None) + queue = controller.switch(an_input=an_input) + + assert queue == expected_queue + + +@pytest.mark.vcr(record_mode="none") +def test_call_cls(mocker): + mocker.patch("os.system") + + controller = reports_controller.ReportController(queue=None) + controller.call_cls([]) + + assert controller.queue == [] + os.system.assert_called_once_with("cls||clear") + + +@pytest.mark.vcr(record_mode="none") +@pytest.mark.parametrize( + "func, queue, expected_queue", + [ + ( + "call_exit", + [], + ["quit", "quit"], + ), + ("call_exit", ["help"], ["quit", "quit", "help"]), + ("call_home", [], ["quit"]), + ("call_help", [], []), + ("call_quit", [], ["quit"]), + ("call_quit", ["help"], ["quit", "help"]), + ( + "call_reset", + [], + [ + "quit", + "reset", + "reports", + ], + ), + ( + "call_reset", + ["help"], + [ + "quit", + "reset", + "reports", + "help", + ], + ), + ], +) +def test_call_func_expect_queue(expected_queue, func, queue): + controller = reports_controller.ReportController(queue=queue) + result = getattr(controller, func)([]) + + assert result is None + assert controller.queue == expected_queue + + +@pytest.mark.vcr(record_mode="none") +@pytest.mark.parametrize( + "tested_func, other_args, mocked_func, called_args, called_kwargs", + [ + ( + "call_etf", + [ + "--symbol=SPY", + ], + "reports_model.render_report", + [], + dict( + input_path=str(reports_model.REPORTS_FOLDER / "etf"), + args_dict={"symbol": "SPY"}, + ), + ), + ( + "call_forex", + [ + "--symbol=EURUSD", + ], + "reports_model.render_report", + [], + dict( + input_path=str(reports_model.REPORTS_FOLDER / "forex"), + args_dict={"symbol": "EURUSD"}, + ), + ), + ( + "call_portfolio", + [ + "--orderbook=market.csv", + ], + "reports_model.render_report", + [], + dict( + input_path=str(reports_model.REPORTS_FOLDER / "portfolio"), + args_dict={"orderbook": "market.csv"}, + ), + ), + ( + "call_economy", + [], + "reports_model.render_report", + [], + dict( + input_path=str(reports_model.REPORTS_FOLDER / "economy"), + args_dict={}, + ), + ), + ( + "call_equity", + [ + "--symbol=TSLA", + ], + "reports_model.render_report", + [], + dict( + input_path=str(reports_model.REPORTS_FOLDER / "equity"), + args_dict={"symbol": "TSLA"}, + ), + ), + ( + "call_crypto", + [ + "--symbol=BTC", + ], + "reports_model.render_report", + [], + dict( + input_path=str(reports_model.REPORTS_FOLDER / "crypto"), + args_dict={"symbol": "BTC"}, + ), + ), + ], +) +def test_call_func( + tested_func, mocked_func, other_args, called_args, called_kwargs, mocker +): + path_controller = "openbb_terminal.reports.reports_controller" + + # MOCK REMOVE + mocker.patch(target=f"{path_controller}.os.remove") + + if mocked_func: + mock = mocker.Mock() + mocker.patch( + target=f"{path_controller}.{mocked_func}", + new=mock, + ) + + controller = reports_controller.ReportController(queue=None) + getattr(controller, tested_func)(other_args) + + if called_args or called_kwargs: + mock.assert_called_once_with(*called_args, **called_kwargs) + else: + mock.assert_called_once() + else: + controller = reports_controller.ReportController(queue=None) + getattr(controller, tested_func)(other_args) + + +# TODO: No test for forecast command, because it depends on darts being available +@pytest.mark.vcr(record_mode="none") +@pytest.mark.parametrize( + "tested_func, other_args, mocked_func, called_args, called_kwargs", + [ + ( + "call_forecast", + [ + "--symbol=TSLA", + ], + "reports_model.render_report", + [], + dict( + input_path=str(reports_model.REPORTS_FOLDER / "forecast"), + args_dict={"symbol": "TSLA"}, + ), + ), + ], +) +def test_call_func_forecast( + tested_func, mocked_func, other_args, called_args, called_kwargs, mocker +): + path_controller = "openbb_terminal.reports.reports_controller" + + # MOCK REMOVE + mocker.patch(target=f"{path_controller}.os.remove") + + try: + import darts # pyright: reportMissingImports=false # noqa: F401, E501 #pylint: disable=import-outside-toplevel, unused-import + + forecast = True + except ImportError: + forecast = False + + if forecast: + if mocked_func: + mock = mocker.Mock() + mocker.patch( + target=f"{path_controller}.{mocked_func}", + new=mock, + ) + + controller = reports_controller.ReportController(queue=None) + getattr(controller, tested_func)(other_args) + + if called_args or called_kwargs: + mock.assert_called_once_with(*called_args, **called_kwargs) + else: + mock.assert_called_once() + else: + controller = reports_controller.ReportController(queue=None) + getattr(controller, tested_func)(other_args) diff --git a/tests/openbb_terminal/reports/txt/test_reports_controller/test_print_help.txt b/tests/openbb_terminal/reports/txt/test_reports_controller/test_print_help.txt new file mode 100644 index 00000000000..3b82a2c2452 --- /dev/null +++ b/tests/openbb_terminal/reports/txt/test_reports_controller/test_print_help.txt @@ -0,0 +1,14 @@ +Build and run your custom reports or try one of our templates: + +OpenBB reports: + crypto + economy + equity + etf + forecast + forex + portfolio + +Custom reports: + run Run a Jupyter notebook from OpenBBUserData/reports/custom reports + diff --git a/website/content/terminal/jupyter/reports/_index.md b/website/content/terminal/jupyter/reports/_index.md index 0519ecba6ea..eba6506f2f4 100644 --- a/website/content/terminal/jupyter/reports/_index.md +++ b/website/content/terminal/jupyter/reports/_index.md @@ -1 +1,6 @@ - \ No newline at end of file +--- +geekdocCollapseSection: true +--- + +**Available commands:** +{{< toc-tree >}} \ No newline at end of file diff --git a/website/content/terminal/jupyter/reports/crypto/_index.md b/website/content/terminal/jupyter/reports/crypto/_index.md new file mode 100644 index 00000000000..7944df293c8 --- /dev/null +++ b/website/content/terminal/jupyter/reports/crypto/_index.md @@ -0,0 +1,13 @@ +``` +usage: chains [-j] [-h] +``` + +Opens a voila dashboard showing option chain information for a given ticker and expiration + +``` +optional arguments: + -j, --jupyter opens in jupyterlab instead of voila (default: False) + -d, --dark runs voila in dark mode (default: False) + -n, --no-input does not ask the user if it can open a server (default: False) + -h, --help show this help message +``` diff --git a/website/content/terminal/jupyter/reports/economy/_index.md b/website/content/terminal/jupyter/reports/economy/_index.md new file mode 100644 index 00000000000..46c797072cd --- /dev/null +++ b/website/content/terminal/jupyter/reports/economy/_index.md @@ -0,0 +1,8 @@ +``` +usage: economy [-h] + +Run economy report. + +optional arguments: + -h, --help show this help message (default: False) +``` diff --git a/website/content/terminal/jupyter/reports/equity/_index.md b/website/content/terminal/jupyter/reports/equity/_index.md new file mode 100644 index 00000000000..9cc4f19a7f7 --- /dev/null +++ b/website/content/terminal/jupyter/reports/equity/_index.md @@ -0,0 +1,9 @@ +``` +usage: equity [--symbol SYMBOL] [-h] + +Run equity report. + +optional arguments: + --symbol SYMBOL symbol (default: msft) + -h, --help show this help message (default: False) +``` diff --git a/website/content/terminal/jupyter/reports/etf/_index.md b/website/content/terminal/jupyter/reports/etf/_index.md new file mode 100644 index 00000000000..1639942a4e3 --- /dev/null +++ b/website/content/terminal/jupyter/reports/etf/_index.md @@ -0,0 +1,9 @@ +``` +usage: etf [--symbol SYMBOL] [-h] + +Run etf report. + +optional arguments: + --symbol SYMBOL symbol (default: VTI) + -h, --help show this help message (default: False) +``` diff --git a/website/content/terminal/jupyter/reports/forecast/_index.md b/website/content/terminal/jupyter/reports/forecast/_index.md new file mode 100644 index 00000000000..16e93e96e04 --- /dev/null +++ b/website/content/terminal/jupyter/reports/forecast/_index.md @@ -0,0 +1,9 @@ +``` +usage: forecast [--symbol SYMBOL] [-h] + +Run forecast report. + +optional arguments: + --symbol SYMBOL symbol (default: VTI) + -h, --help show this help message (default: False) +``` diff --git a/website/content/terminal/jupyter/reports/forex/_index.md b/website/content/terminal/jupyter/reports/forex/_index.md new file mode 100644 index 00000000000..afc9f462017 --- /dev/null +++ b/website/content/terminal/jupyter/reports/forex/_index.md @@ -0,0 +1,12 @@ +``` +usage: forex + [--symbol {AUDCHF,ZARPLN,DKKNZD,XAGUSD,USDRWF,MYREUR,ZAREUR,MWKGBP,USDBSD,ALLGBP,MXNZAR,HUFUSD,BRLARS,OMRAED,ZARUGX,GBPCZK,XAUCNY,MURGBP,EURLSL,EURBWP,AEDPKR,XAGBRL,XAUGBP,IDRKRW,BRICHF,VNDJPY,MADAUD,GBPBMD,USDTMT,HRKUSD,HUFPLN,HUFDKK,SGDGBP,KZTGBP,AUNUSD,EURCNY,HUFCAD,GBPSEK,ZARIDR,JPYTHB,MDLGBP,IDRCHF,KWDAED,SARJPY,GBPRON,ARSPEN,TWDCHF,INREUR,DKKCAD,USDCZK,AUDIDR,SARUSD,THBINR,XAUCAD,GHSGBP,EURKHR,ZMWZAR,ILSSEK,SGDTHB,EURKYD,USDMGA,ZARNOK,SGDCAD,SEKINR,DKKRUB,THBUSD,USDMYR,USDUZS,ZARSZL,JPYCLP,UAHUSD,JPYMXN,JPYNOK,AUDCNY,EURGYD,GBPBDT,PENUSD,ZARPHP,MXNARS,PLNCZK,GBPAUD,AEDAUD,RUBPLN,USDSDG,EURSCR,HKDMXN,RUBCHF,TRYJPY,OSOUSD,GBPMAD,EURTJS,PKREUR,EURCDF,AUDCAD,USDRSD,JPYCZK,BRLCLP,MWKUSD,ISKCHF,GBPBTN,BAMGBP,ILSZAR,SEKZAR,HUFZAR,QARAED,SARKWD,MYRHKD,RONZAR,JPYSAR,BHDPKR,DOPUSD,AUDGBP,INRHKD,XAUAUD,IDRAUD,XAUHKD,KRWSGD,AUDNZD,JPYGBP,KESUSD,KRWRUB,TNDGBP,USDEUR,BWPGBP,DKKMYR,GBPNGN,QARPKR,TWDCAD,BMDGBP,HUFJPY,GBPSCR,EURMVR,KHRGBP,LKRZAR,ZARBWP,EURIDR,GBPUAH,GBPGYD,ZARTND,KRWUSD,AUDMAD,ZARPKR,NZDGBP,AEDSAR,MYRIDR,XPTEUR,GHSZAR,SGDSEK,PENCAD,HKDZAR,SGDJPY,TRYUSD,GBPAMD,EURCOP,NZDZAR,DKKSGD,IDRTHB,AEDSEK,BDTGBP,AUDTHB,XAUKRW,GBPRUB,GBPYER,USDMVR,BRLMXN,TTDGBP,GBPBBD,EURPLN,SGDUSD,AUDILS,EURAED,NSOUSD,VRLCHF,SCRUSD,RWFUSD,ZARHKD,EURNZD,IDRZAR,TWDINR,KRWZAR,ZARNAD,HRKPLN,BAMUSD,EUREGP,NPRUSD,KRWTWD,XAUJPY,USDBHD,BNDGBP,EURBMD,EURNOK,MXNUSD,USDEGP,XPTGBP,ARSCOP,NZDCHF,NZDJPY,KRWCAD,EURBRL,DKKSEK,MALCHF,SOSUSD,GBPCUP,AUDCLP,EURUYU,EURUZS,UYUUSD,EURUSD,BWPZAR,NZDPLN,GBPLRD,IDRMYR,PABUSD,USDPKR,ARSCHF,MYRNZD,JODUSD,ARSHKD,EURMKD,EURLYD,XAGARS,ISKUSD,HKDSEK,USDTRY,RSDUSD,DKKAED,ZARMYR,KMFUSD,NGNZAR,IDRJPY,SARPKR,GBPMYR,ILSAUD,IDREUR,JPYAUD,QARUSD,GBPSLL,GBPEUR,PHPUSD,THBEUR,RUBEUR,USDMMK,XAGGBP,ZARARS,USDKMF,BZDUSD,SEKPLN,PLNJPY,GBPLBP,EURHNL,AUDPKR,KYDCAD,XAUZAR,MGAGBP,LRDUSD,NZDTRY,AUDHUF,USDLKR,EURNGN,BNDUSD,SGDIDR,MYRCAD,HKDPLN,EUROMR,EURSAR,GBPJPY,IDRHKD,MXNPEN,USDXPF,IQDGBP,USDPGK,INRCHF,NZDHKD,AUDHKD,BBDGBP,USDGTQ,NGNJPY,ARSSGD,GBPMOP,TWDMYR,BMDCAD,XPDUSD,USDDZD,EURBSD,SGDZAR,AUNCHF,ARSMXN,AUDFJD,UGXZAR,AUDARS,IQDUSD,MXNEUR,HKDAUD,XAGEUR,RONGBP,USDZMW,TRYSGD,INRSGD,GBPLAK,GBPMWK,EURKES,USDCUP,USDUYU,AUDJPY,XAGCAD,DKKCNY,USDJMD,MADGBP,ILSNOK,MUREUR,THBHKD,INRTHB,SAREUR,MYRGBP,AMDGBP,HKDARS,GBPARS,SGDAUD,INRTWD,BHDUSD,LRDGBP,GBPPAB,RONUSD,IDRNZD,MYRKRW,KMFGBP,ZARGHS,PLNMXN,USDHUF,ARECHF,BMDEUR,KYDGBP,AUDNOK,AUDCNH,TWDNZD,KWDEUR,EURZMW,KZTUSD,GBPBOB,GBPJMD,DKKCHF,EURCNH,SEKILS,AUDKRW,AWGGBP,HNLGBP,XAUEUR,NSOCHF,GBPLSL,USDBZD,ZARKES,SLLUSD,THBCHF,NOKUSD,EURCZK,HKDGBP,GBPTTD,MMKGBP,PGKGBP,BRLAUD,AEDDKK,EURBHD,JMDUSD,USDNGN,NOKRUB,SVCUSD,GBPQAR,LTLAUD,JPYTWD,USDRON,KRUCHF,SGDBRL,EGPPKR,EURJMD,MXNDKK,NZDMYR,USDLBP,MWKZAR,HRKAUD,MYRJPY,USDKWD,AUDBRL,EURYER,PLNGBP,IDRTWD,EGPEUR,EURPYG,ILSAED,EURKZT,DKKZAR,FJDUSD,NBLUSD,AEDEUR,PLNNOK,XPTUSD,MXNBRL,USDNAD,ZARUSD,NOKINR,ARSZAR,BOBGBP,RWFZAR,GBPLYD,USDUGX,GBPCHF,DKKAUD,PLNCHF,USDBIF,AUDSGD,MXNCZK,PENGBP,NOKAED,USDMKD,MKDGBP,PKRUSD,EURPGK,THBPKR,HTGUSD,SGDPKR,LKRGBP,EURPKR,ZARMXN,USDMXN,USDHRK,INRJPY,FRNCHF,MXNCLP,GBPNOK,SGDPLN,USDARS,OMRUSD,DKKBGN,INRSEK,USDCAD,XPDGBP,KESZAR,JPYPKR,BDTJPY,NPRGBP,EURZAR,MYRPKR,PGKAUD,KYDEUR,DKKISK,SGDEUR,MYRZAR,PLNDKK,BRLPEN,ZMWUSD,TNDUSD,GHSEUR,PGKUSD,KYDBMD,SZLGBP,DKKMXN,BGNCAD,BRLCHF,INRMYR,GBPISK,SGDNOK,HKDTHB,TWDPKR,GBPPYG,NOKDKK,GBPTHB,EURJOD,EURUAH,RUBZAR,PENMXN,SGDNZD,HKDPKR,USDDOP,NZDHUF,KYDUSD,GBPBZD,EGPZAR,NZDUSD,KWDGBP,USDBAM,EURTTD,ZARCAD,AEDINR,EURTND,USDCDF,ZARCOP,KRWEUR,ILSEUR,SVCGBP,GBPBAM,IDRINR,DOECHF,ZARNGN,DOEUSD,THBCNY,GBPTND,MGAUSD,THBZAR,TWDJPY,SZLEUR,EURLAK,EURUGX,KRWCNY,DZDEUR,EURCHF,ZARGBP,MYRCHF,HKDINR,EURHRK,USDKRW,SEKEUR,MDLEUR,AEDBHD,RUBKRW,USDBND,NIOGBP,DKKUSD,NIOUSD,BDTUSD,USDILS,GBPSZL,NOKZAR,BRLRSD,HTGGBP,RUBSEK,EURLKR,SEKGBP,DKKCZK,THBCAD,EURVND,USDGNF,GBPPHP,MXNSGD,AUDMYR,EURGNF,USDKES,ETBGBP,EURBZD,GBPUGX,USDPAB,HNLUSD,ARSAUD,SGDARS,JODILS,GBPKHR,USDFJD,DKKNOK,GBPPEN,DKKINR,JPYKRW,ZARAUD,VNDCAD,TWDEUR,JPYSEK,ZARDKK,INRCAD,EURLBP,XCDGBP,HUFCHF,XAUMXN,XAUINR,GBPMKD,THBMYR,KWDPKR,USDJPY,DKKTHB,TWDHKD,NZDIDR,AEDNOK,PKRGBP,MXNRUB,ZARCZK,INRKRW,MYRTHB,NZDPKR,EURBBD,MYRSGD,JPYDKK,USDMWK,USDTND,NOKCHF,TWDAUD,NGNUSD,AUDZAR,SGDMXN,KRWHKD,MVRUSD,THBTWD,EURFJD,GBPUSD,GBPILS,GBPXCD,INRNZD,EURNIO,USDSLL,USDAUD,USDNZD,KRWINR,JPYMYR,ZARRUB,EURSEK,JPYARS,AEDCAD,MXNCOP,AUDMXN,XPDEUR,EURMDL,TWDKRW,XAGTRY,BRLSGD,USDSEK,AUDHRK,DKKPLN,DKKGBP,ZARKRW,BGNUSD,AEDGBP,EURILS,USDLRD,AUDSEK,ZARRON,VNDEUR,SCRGBP,AUDAED,GNFUSD,INRZAR,DKKEUR,ARSBRL,MXNCHF,GBPDOP,LYDUSD,EURSOS,EURMAD,USDPLN,USDCHF,DKKHUF,DJFGBP,EURAFN,TRYCHF,GBPGNF,PHPJPY,EURCAD,USDPYG,EURDOP,PENARS,EGPJPY,GBPVND,USDBWP,DKKTWD,PENCLP,GBPBHD,SEKCHF,PLNEUR,XAGRUB,MYRINR,THBGBP,EURPAB,USDMDL,EURTRY,USDHKD,EURRUB,ZARAED,AUDPLN,SGDCHF,ILSJPY,KRWAUD,OSOCHF,GBPMMK,SZLCHF,GBPKMF,KRWNZD,ARSCAD,JMDGBP,THBAUD,USDCOP,ZARRWF,SEKNOK,HKDCHF,ZARTHB,ALLUSD,SOSGBP,EURINR,EURMMK,USDBDT,AUDPGK,USDKHR,USDBOB,EURAUD,TWDDKK,XAGMXN,SGDKRW,USDSCR,XPFGBP,XAGHKD,GBPKWD,USDAED,MMKUSD,PENBRL,GBPAED,HKDTWD,TWDSGD,NOKILS,EURPHP,USDRUB,SLLGBP,RUBMXN,GBPMXN,EURDKK,GBPPLN,IDRSGD,DZDUSD,MXNHKD,AUDPHP,SEKJPY,USDPEN,SGDCNY,ZARJPY,NZDINR,SGDINR,HKDKRW,GBPMUR,ZAREGP,OMRGBP,USDVND,GBPRWF,ETBUSD,TWDZAR,GBPGTQ,XAURUB,MKDUSD,EURCUP,GBPNPR,SEKUSD,ZARCNY,EURMYR,USDZAR,NZDEUR,EURDZD,GBPKZT,GBPPGK,ZARCYP,RONCHF,AEDCHF,MXNGBP,MXNJPY,GBPBWP,EURALL,JPYILS,INRGBP,GBPFJD,GBPHRK,JODAED,KWDUSD,USDLSL,HKDJPY,AUDUSD,ARSCLP,KRWSEK,NZDCZK,USDMUR,SHPUSD,GBPKES,AUDTWD,HKDBRL,GTQUSD,GBPETB,USDCVE,GHSUSD,ZARSEK,BGNCNY,ILSPLN,GBPAFN,GBPCNH,BRIUSD,ZARBRL,GBPBND,GBPKYD,JPYHKD,EURMZN,DKKCOP,BOBUSD,ZARHUF,EURHUF,ZARINR,MURUSD,USDSAR,EURTHB,EURDJF,EURMGA,ZARSGD,NZDAUD,XAGKRW,EURNPR,BWPCHF,YERUSD,ALLEUR,TRYPLN,MYRCNY,AEDNZD,AWGUSD,JPYCAD,EURRON,EURBOB,USDHNL,GBPCAD,THBSGD,SGDTRY,USDIDR,BBDUSD,EURNAD,EURGTQ,GBPALL,NOKEUR,NZDTWD,BRLZAR,USDBBD,BRLEUR,LKRUSD,EURBTN,JPYRUB,USDQAR,LYDGBP,BBDEUR,GBPUYU,USDTHB,GBPINR,BRLUSD,VNDUSD,UZSUSD,ILSUSD,MXNAUD,GBPTRY,JPYINR,KRUUSD,XAUUSD,EURMXN,USDPHP,GBPJOD,AFNGBP,SGDTWD,EURHKD,AEDZAR,GBPNIO,USDNOK,SGDDKK,ZARTWD,BIFUSD,GYDGBP,PKRZAR,JPYPLN,XAUBRL,USDETB,BMDKYD,ZARTRY,GBPRSD,USDAWG,PENCOP,USDTTD,RSDGBP,GBPMGA,GBPNZD,DKKPKR,ZARNZD,QARZAR,DKKJPY,GBPKRW,TZSUSD,GBPGHS,AUDDKK,NBLCHF,BMDBBD,THBIDR,NZDAED,MYRUSD,EURMOP,TWDSEK,AUDBGN,BHDEUR,GBPBGN,EURBIF,USDCLP,GTQGBP,JPYIDR,XAGAUD,EURCLP,UYUGBP,DKKPHP,USDCNH,USDKZT,EURETB,EURPEN,BGNAUD,INRUSD,IDRCAD,EURMUR,INRCNY,OMRZAR,HKDCAD,GBPHKD,HKDUSD,TJSUSD,DKKHKD,AUDCZK,GBPEGP,EURSLL,GBPCNY,EURGBP,ZARILS,GBPTWD,XAUARS,USDBRL,BWPUSD,BSDUSD,EURGHS,NZDTHB,NZDKRW,JPYEUR,USDOMR,EURBDT,HKDMYR,PYGUSD,GYDUSD,SEKDKK,EURRSD,EURBGN,GBPLKR,DKKUAH,XAGINR,ILSJOD,RUBAUD,LSLGBP,SEKCZK,ARSGBP,GBPIQD,GBPMVR,USDSZL,GBPHNL,ARSUSD,GBPIDR,USDDJF,EURQAR,JPYZAR,KRWIDR,RUBUSD,UAHDKK,JPYNZD,TWDIDR,USDALL,PLNUSD,PHPGBP,USDGBP,SGDHKD,GBPOMR,KRWTHB,ARSEUR,USDJOD,GBPSOS,SZLZAR,USDHTG,NOKPLN,GBPXPF,EURKWD,SZLUSD,MADZAR,SEKAUD,NOKGBP,ILSCHF,GBPSAR,GBPBIF,DKKTRY,EGPUSD,USDYER,MADUSD,TRYZAR,XAUTHB,XAUSAR,AEDJPY,USDISK,USDDKK,AUDTRY,USDBGN,PLNSEK,NZDCNY,THBJPY,JPYBRL,RUBJPY,AEDUSD,USDGHS,TTDUSD,USDKYD,EURRWF,GBPSGD,FJDGBP,HRKEUR,BSDGBP,INRAUD,USDINR,USDCNY,GBPCLP,XAGZAR,KRWBRL,DOPGBP,USDNIO,USDIQD,HKDEUR,AUDINR,BTNGBP,JPYCHF,USDLYD,EURSDG,USDSGD,GBPDKK,JPYRSD,EURBND,HKDNZD,TRYDKK,XAGJPY,GNFGBP,RWFGBP,GBPDZD,EURSGD,HKDSGD,IDRUSD,IDRCNY,SEKCAD,USDMAD,NOKJPY,ARSJPY,SGDAED,NZDCAD,RUBNOK,EURTZS,HKDDKK,XAUTRY,USDLAK,PLNHUF,THBKRW,THBNZD,EURSZL,MYRAUD,EURARS,SGDMYR,TWDCNY,MDLUSD,GBPDJF,HRKCAD,GBPHTG,EURTWD,ILSCAD,NGNGBP,KRWMYR,EURHTG,LBPUSD,BRLJPY,GBPCOP,NOKSEK,NZDDKK,PLNILS,EURMWK,USDUAH,KRWJPY,PHPDKK,USDTJS,EURIQD,HUFEUR,MXNPLN,GBPBRL,USDTZS,PENEUR,EURAMD,ZARMWK,TZSZAR,USDTWD,HKDCNY,LSLUSD,ZARMAD,EURKRW,TWDTHB,BRLCAD,BRLCOP,XAGCNY,JPYCNY,JPYAED,YERGBP,EURLRD,JPYUSD,BRLSEK,USDNPR,NZDNOK,MOPUSD,MYRDKK,GBPBSD,EURISK,USDGYD,AUDLTL,NZDMXN,TWDUSD,MYRTWD,GBPCDF,NZDSEK,IDRGBP,AUDEUR,USDMOP,RUBGBP,VRNCHF,BWPEUR,EURJPY,GBPHUF,KRWCHF,MALUSD,BGNDKK,BRLKRW,AUDRUB,NZDSGD,ZARCHF,HKDIDR,MXNCAD,GBPZAR,XAGSAR,BRLHKD,UYUEUR}] + [-h] + +Run forex report. + +optional arguments: + --symbol {AUDCHF,ZARPLN,DKKNZD,XAGUSD,USDRWF,MYREUR,ZAREUR,MWKGBP,USDBSD,ALLGBP,MXNZAR,HUFUSD,BRLARS,OMRAED,ZARUGX,GBPCZK,XAUCNY,MURGBP,EURLSL,EURBWP,AEDPKR,XAGBRL,XAUGBP,IDRKRW,BRICHF,VNDJPY,MADAUD,GBPBMD,USDTMT,HRKUSD,HUFPLN,HUFDKK,SGDGBP,KZTGBP,AUNUSD,EURCNY,HUFCAD,GBPSEK,ZARIDR,JPYTHB,MDLGBP,IDRCHF,KWDAED,SARJPY,GBPRON,ARSPEN,TWDCHF,INREUR,DKKCAD,USDCZK,AUDIDR,SARUSD,THBINR,XAUCAD,GHSGBP,EURKHR,ZMWZAR,ILSSEK,SGDTHB,EURKYD,USDMGA,ZARNOK,SGDCAD,SEKINR,DKKRUB,THBUSD,USDMYR,USDUZS,ZARSZL,JPYCLP,UAHUSD,JPYMXN,JPYNOK,AUDCNY,EURGYD,GBPBDT,PENUSD,ZARPHP,MXNARS,PLNCZK,GBPAUD,AEDAUD,RUBPLN,USDSDG,EURSCR,HKDMXN,RUBCHF,TRYJPY,OSOUSD,GBPMAD,EURTJS,PKREUR,EURCDF,AUDCAD,USDRSD,JPYCZK,BRLCLP,MWKUSD,ISKCHF,GBPBTN,BAMGBP,ILSZAR,SEKZAR,HUFZAR,QARAED,SARKWD,MYRHKD,RONZAR,JPYSAR,BHDPKR,DOPUSD,AUDGBP,INRHKD,XAUAUD,IDRAUD,XAUHKD,KRWSGD,AUDNZD,JPYGBP,KESUSD,KRWRUB,TNDGBP,USDEUR,BWPGBP,DKKMYR,GBPNGN,QARPKR,TWDCAD,BMDGBP,HUFJPY,GBPSCR,EURMVR,KHRGBP,LKRZAR,ZARBWP,EURIDR,GBPUAH,GBPGYD,ZARTND,KRWUSD,AUDMAD,ZARPKR,NZDGBP,AEDSAR,MYRIDR,XPTEUR,GHSZAR,SGDSEK,PENCAD,HKDZAR,SGDJPY,TRYUSD,GBPAMD,EURCOP,NZDZAR,DKKSGD,IDRTHB,AEDSEK,BDTGBP,AUDTHB,XAUKRW,GBPRUB,GBPYER,USDMVR,BRLMXN,TTDGBP,GBPBBD,EURPLN,SGDUSD,AUDILS,EURAED,NSOUSD,VRLCHF,SCRUSD,RWFUSD,ZARHKD,EURNZD,IDRZAR,TWDINR,KRWZAR,ZARNAD,HRKPLN,BAMUSD,EUREGP,NPRUSD,KRWTWD,XAUJPY,USDBHD,BNDGBP,EURBMD,EURNOK,MXNUSD,USDEGP,XPTGBP,ARSCOP,NZDCHF,NZDJPY,KRWCAD,EURBRL,DKKSEK,MALCHF,SOSUSD,GBPCUP,AUDCLP,EURUYU,EURUZS,UYUUSD,EURUSD,BWPZAR,NZDPLN,GBPLRD,IDRMYR,PABUSD,USDPKR,ARSCHF,MYRNZD,JODUSD,ARSHKD,EURMKD,EURLYD,XAGARS,ISKUSD,HKDSEK,USDTRY,RSDUSD,DKKAED,ZARMYR,KMFUSD,NGNZAR,IDRJPY,SARPKR,GBPMYR,ILSAUD,IDREUR,JPYAUD,QARUSD,GBPSLL,GBPEUR,PHPUSD,THBEUR,RUBEUR,USDMMK,XAGGBP,ZARARS,USDKMF,BZDUSD,SEKPLN,PLNJPY,GBPLBP,EURHNL,AUDPKR,KYDCAD,XAUZAR,MGAGBP,LRDUSD,NZDTRY,AUDHUF,USDLKR,EURNGN,BNDUSD,SGDIDR,MYRCAD,HKDPLN,EUROMR,EURSAR,GBPJPY,IDRHKD,MXNPEN,USDXPF,IQDGBP,USDPGK,INRCHF,NZDHKD,AUDHKD,BBDGBP,USDGTQ,NGNJPY,ARSSGD,GBPMOP,TWDMYR,BMDCAD,XPDUSD,USDDZD,EURBSD,SGDZAR,AUNCHF,ARSMXN,AUDFJD,UGXZAR,AUDARS,IQDUSD,MXNEUR,HKDAUD,XAGEUR,RONGBP,USDZMW,TRYSGD,INRSGD,GBPLAK,GBPMWK,EURKES,USDCUP,USDUYU,AUDJPY,XAGCAD,DKKCNY,USDJMD,MADGBP,ILSNOK,MUREUR,THBHKD,INRTHB,SAREUR,MYRGBP,AMDGBP,HKDARS,GBPARS,SGDAUD,INRTWD,BHDUSD,LRDGBP,GBPPAB,RONUSD,IDRNZD,MYRKRW,KMFGBP,ZARGHS,PLNMXN,USDHUF,ARECHF,BMDEUR,KYDGBP,AUDNOK,AUDCNH,TWDNZD,KWDEUR,EURZMW,KZTUSD,GBPBOB,GBPJMD,DKKCHF,EURCNH,SEKILS,AUDKRW,AWGGBP,HNLGBP,XAUEUR,NSOCHF,GBPLSL,USDBZD,ZARKES,SLLUSD,THBCHF,NOKUSD,EURCZK,HKDGBP,GBPTTD,MMKGBP,PGKGBP,BRLAUD,AEDDKK,EURBHD,JMDUSD,USDNGN,NOKRUB,SVCUSD,GBPQAR,LTLAUD,JPYTWD,USDRON,KRUCHF,SGDBRL,EGPPKR,EURJMD,MXNDKK,NZDMYR,USDLBP,MWKZAR,HRKAUD,MYRJPY,USDKWD,AUDBRL,EURYER,PLNGBP,IDRTWD,EGPEUR,EURPYG,ILSAED,EURKZT,DKKZAR,FJDUSD,NBLUSD,AEDEUR,PLNNOK,XPTUSD,MXNBRL,USDNAD,ZARUSD,NOKINR,ARSZAR,BOBGBP,RWFZAR,GBPLYD,USDUGX,GBPCHF,DKKAUD,PLNCHF,USDBIF,AUDSGD,MXNCZK,PENGBP,NOKAED,USDMKD,MKDGBP,PKRUSD,EURPGK,THBPKR,HTGUSD,SGDPKR,LKRGBP,EURPKR,ZARMXN,USDMXN,USDHRK,INRJPY,FRNCHF,MXNCLP,GBPNOK,SGDPLN,USDARS,OMRUSD,DKKBGN,INRSEK,USDCAD,XPDGBP,KESZAR,JPYPKR,BDTJPY,NPRGBP,EURZAR,MYRPKR,PGKAUD,KYDEUR,DKKISK,SGDEUR,MYRZAR,PLNDKK,BRLPEN,ZMWUSD,TNDUSD,GHSEUR,PGKUSD,KYDBMD,SZLGBP,DKKMXN,BGNCAD,BRLCHF,INRMYR,GBPISK,SGDNOK,HKDTHB,TWDPKR,GBPPYG,NOKDKK,GBPTHB,EURJOD,EURUAH,RUBZAR,PENMXN,SGDNZD,HKDPKR,USDDOP,NZDHUF,KYDUSD,GBPBZD,EGPZAR,NZDUSD,KWDGBP,USDBAM,EURTTD,ZARCAD,AEDINR,EURTND,USDCDF,ZARCOP,KRWEUR,ILSEUR,SVCGBP,GBPBAM,IDRINR,DOECHF,ZARNGN,DOEUSD,THBCNY,GBPTND,MGAUSD,THBZAR,TWDJPY,SZLEUR,EURLAK,EURUGX,KRWCNY,DZDEUR,EURCHF,ZARGBP,MYRCHF,HKDINR,EURHRK,USDKRW,SEKEUR,MDLEUR,AEDBHD,RUBKRW,USDBND,NIOGBP,DKKUSD,NIOUSD,BDTUSD,USDILS,GBPSZL,NOKZAR,BRLRSD,HTGGBP,RUBSEK,EURLKR,SEKGBP,DKKCZK,THBCAD,EURVND,USDGNF,GBPPHP,MXNSGD,AUDMYR,EURGNF,USDKES,ETBGBP,EURBZD,GBPUGX,USDPAB,HNLUSD,ARSAUD,SGDARS,JODILS,GBPKHR,USDFJD,DKKNOK,GBPPEN,DKKINR,JPYKRW,ZARAUD,VNDCAD,TWDEUR,JPYSEK,ZARDKK,INRCAD,EURLBP,XCDGBP,HUFCHF,XAUMXN,XAUINR,GBPMKD,THBMYR,KWDPKR,USDJPY,DKKTHB,TWDHKD,NZDIDR,AEDNOK,PKRGBP,MXNRUB,ZARCZK,INRKRW,MYRTHB,NZDPKR,EURBBD,MYRSGD,JPYDKK,USDMWK,USDTND,NOKCHF,TWDAUD,NGNUSD,AUDZAR,SGDMXN,KRWHKD,MVRUSD,THBTWD,EURFJD,GBPUSD,GBPILS,GBPXCD,INRNZD,EURNIO,USDSLL,USDAUD,USDNZD,KRWINR,JPYMYR,ZARRUB,EURSEK,JPYARS,AEDCAD,MXNCOP,AUDMXN,XPDEUR,EURMDL,TWDKRW,XAGTRY,BRLSGD,USDSEK,AUDHRK,DKKPLN,DKKGBP,ZARKRW,BGNUSD,AEDGBP,EURILS,USDLRD,AUDSEK,ZARRON,VNDEUR,SCRGBP,AUDAED,GNFUSD,INRZAR,DKKEUR,ARSBRL,MXNCHF,GBPDOP,LYDUSD,EURSOS,EURMAD,USDPLN,USDCHF,DKKHUF,DJFGBP,EURAFN,TRYCHF,GBPGNF,PHPJPY,EURCAD,USDPYG,EURDOP,PENARS,EGPJPY,GBPVND,USDBWP,DKKTWD,PENCLP,GBPBHD,SEKCHF,PLNEUR,XAGRUB,MYRINR,THBGBP,EURPAB,USDMDL,EURTRY,USDHKD,EURRUB,ZARAED,AUDPLN,SGDCHF,ILSJPY,KRWAUD,OSOCHF,GBPMMK,SZLCHF,GBPKMF,KRWNZD,ARSCAD,JMDGBP,THBAUD,USDCOP,ZARRWF,SEKNOK,HKDCHF,ZARTHB,ALLUSD,SOSGBP,EURINR,EURMMK,USDBDT,AUDPGK,USDKHR,USDBOB,EURAUD,TWDDKK,XAGMXN,SGDKRW,USDSCR,XPFGBP,XAGHKD,GBPKWD,USDAED,MMKUSD,PENBRL,GBPAED,HKDTWD,TWDSGD,NOKILS,EURPHP,USDRUB,SLLGBP,RUBMXN,GBPMXN,EURDKK,GBPPLN,IDRSGD,DZDUSD,MXNHKD,AUDPHP,SEKJPY,USDPEN,S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+ symbol (default: EURUSD) + -h, --help show this help message (default: False) +``` diff --git a/website/content/terminal/jupyter/reports/portfolio/_index.md b/website/content/terminal/jupyter/reports/portfolio/_index.md new file mode 100644 index 00000000000..06f5ef0c7ea --- /dev/null +++ b/website/content/terminal/jupyter/reports/portfolio/_index.md @@ -0,0 +1,13 @@ +``` +usage: portfolio + [--orderbook {Public_Equity_Orderbook.xlsx,Public_Equity_Orderbook_No_Categorization.xlsx,market.csv,example.csv,bitcoin.csv}] + [-h] + +Run portfolio report. + +optional arguments: + --orderbook {Public_Equity_Orderbook.xlsx,Public_Equity_Orderbook_No_Categorization.xlsx,market.csv,example.csv,bitcoin.csv} + orderbook (default: + Public_Equity_Orderbook.xlsx) + -h, --help show this help message (default: False) +``` diff --git a/website/content/terminal/jupyter/reports/run/_index.md b/website/content/terminal/jupyter/reports/run/_index.md new file mode 100644 index 00000000000..80d3b6900c7 --- /dev/null +++ b/website/content/terminal/jupyter/reports/run/_index.md @@ -0,0 +1,16 @@ +``` +usage: run [-f {test.ipynb}] [-p PARAMETERS [PARAMETERS ...]] [-h] + +Run a notebook from this folder: +'/Users/diogosousa/OpenBBUserData/reports'. + +optional arguments: + -f {test.ipynb}, --file {test.ipynb} + The file to be loaded (default: None) + -p PARAMETERS [PARAMETERS ...], --parameters PARAMETERS [PARAMETERS ...] + Report parameters with format 'name:value'. + (default: None) + -h, --help show this help message (default: False) + +For more information and examples, use 'about run' to access the related guide. +``` diff --git a/website/data/menu/main.yml b/website/data/menu/main.yml index a9f3732b147..bc80c839567 100644 --- a/website/data/menu/main.yml +++ b/website/data/menu/main.yml @@ -883,6 +883,23 @@ main: ref: /terminal/jupyter/dashboards/vsurf - name: reports ref: /terminal/jupyter/reports + sub: + - name: crypto + ref: /terminal/jupyter/reports/crypto + - name: economy + ref: /terminal/jupyter/reports/economy + - name: equity + ref: /terminal/jupyter/reports/equity + - name: etf + ref: /terminal/jupyter/reports/etf + - name: forecast + ref: /terminal/jupyter/reports/forecast + - name: forex + ref: /terminal/jupyter/reports/forex + - name: portfolio + ref: /terminal/jupyter/reports/portfolio + - name: run + ref: /terminal/jupyter/reports/run - name: portfolio ref: /terminal/portfolio sub: