Feature (crypto): BTC rainbow chart (#1158)

* added tests * update colors * replaces tests * mock api key * trying to fix tests * added theo funcformatter to y ticks * black lint
2026-10-27 12:40:35 +00:00 · 2022-01-11 00:15:55 +00:00
parent 4017253340
commit a8e7a896d7
12 changed files with 1694 additions and 7 deletions
--- a/gamestonk_terminal/cryptocurrency/due_diligence/glassnode_model.py
+++ b/gamestonk_terminal/cryptocurrency/due_diligence/glassnode_model.py
@@ -167,6 +167,47 @@ INTERVALS_DISPLAY_EXCHANGE_NET_POSITION_CHANGE = ["24h"]
 INTERVALS_EXCHANGE_BALANCES = ["24h"]


+def get_close_price(asset: str, interval: str, since: int, until: int) -> pd.DataFrame:
+    """Returns the price of a cryptocurrency
+    [Source: https://glassnode.com]
+
+    Parameters
+    ----------
+    asset : str
+        Crypto to check close price (BTC or ETH)
+    since : int
+        Initial date timestamp (e.g., 1_614_556_800)
+    until : int
+        End date timestamp (e.g., 1_641_227_783_561)
+    interval : str
+        Interval frequency (e.g., 24h)
+
+    Returns
+    -------
+    pd.DataFrame
+        price over time
+    """
+
+    url = api_url + "market/price_usd_close"
+
+    parameters = {
+        "api_key": cfg.API_GLASSNODE_KEY,
+        "a": asset,
+        "i": interval,
+        "s": str(since),
+        "u": str(until),
+    }
+
+    r = requests.get(url, params=parameters)
+    if r.status_code == 200:
+        df = pd.DataFrame(json.loads(r.text))
+        df = df.set_index("t")
+        df.index = pd.to_datetime(df.index, unit="s")
+        return df
+
+    return pd.DataFrame()
+
+
 def get_non_zero_addresses(
    asset: str, interval: str, since: int, until: int
 ) -> pd.DataFrame:
--- a/gamestonk_terminal/cryptocurrency/due_diligence/glassnode_view.py
+++ b/gamestonk_terminal/cryptocurrency/due_diligence/glassnode_view.py
@@ -1,10 +1,13 @@
+from datetime import datetime
 import os
 from matplotlib import pyplot as plt, dates as mdates, ticker
+import matplotlib
 import numpy as np
 from gamestonk_terminal.helper_funcs import export_data, plot_autoscale
 from gamestonk_terminal import config_plot as cfgPlot
 from gamestonk_terminal.cryptocurrency.due_diligence.glassnode_model import (
    get_active_addresses,
+    get_close_price,
    get_exchange_balances,
    get_exchange_net_position_change,
    get_hashrate,
@@ -13,6 +16,125 @@ from gamestonk_terminal.cryptocurrency.due_diligence.glassnode_model import (
 from gamestonk_terminal import feature_flags as gtff


+def display_btc_rainbow(since: int, until: int, export: str = ""):
+    """Displays bitcoin rainbow chart
+    [Price data from source: https://glassnode.com]
+    [Inspired by: https://blockchaincenter.net]
+
+    Parameters
+    ----------
+    since : int
+        Initial date timestamp. Default is initial BTC timestamp: 1_325_376_000
+    until : int
+        Final date timestamp. Default is current BTC timestamp
+    """
+    df_data = get_close_price("BTC", "24h", since, until)
+    if df_data.empty:
+        print("Error in glassnode request\n")
+    else:
+        _, ax = plt.subplots(figsize=plot_autoscale(), dpi=cfgPlot.PLOT_DPI)
+
+        d0 = datetime.strptime("2012-01-01", "%Y-%m-%d")
+        x = range((df_data.index[0] - d0).days, (df_data.index[-1] - d0).days + 1)
+
+        y0 = [
+            10 ** ((2.90 * ln_x) - 19.463) for ln_x in [np.log(val + 1400) for val in x]
+        ]
+        y1 = [
+            10 ** ((2.886 * ln_x) - 19.463)
+            for ln_x in [np.log(val + 1375) for val in x]
+        ]
+        y2 = [
+            10 ** ((2.872 * ln_x) - 19.463)
+            for ln_x in [np.log(val + 1350) for val in x]
+        ]
+        y3 = [
+            10 ** ((2.859 * ln_x) - 19.463)
+            for ln_x in [np.log(val + 1320) for val in x]
+        ]
+        y4 = [
+            10 ** ((2.8445 * ln_x) - 19.463)
+            for ln_x in [np.log(val + 1293) for val in x]
+        ]
+        y5 = [
+            10 ** ((2.8295 * ln_x) - 19.463)
+            for ln_x in [np.log(val + 1275) for val in x]
+        ]
+        y6 = [
+            10 ** ((2.815 * ln_x) - 19.463)
+            for ln_x in [np.log(val + 1250) for val in x]
+        ]
+        y7 = [
+            10 ** ((2.801 * ln_x) - 19.463)
+            for ln_x in [np.log(val + 1225) for val in x]
+        ]
+        y8 = [
+            10 ** ((2.788 * ln_x) - 19.463)
+            for ln_x in [np.log(val + 1200) for val in x]
+        ]
+        ax.fill_between(df_data.index, y0, y1, color="red", alpha=0.7)
+        ax.fill_between(df_data.index, y1, y2, color="orange", alpha=0.7)
+        ax.fill_between(df_data.index, y2, y3, color="yellow", alpha=0.7)
+        ax.fill_between(df_data.index, y3, y4, color="green", alpha=0.7)
+        ax.fill_between(df_data.index, y4, y5, color="blue", alpha=0.7)
+        ax.fill_between(df_data.index, y5, y6, color="violet", alpha=0.7)
+        ax.fill_between(df_data.index, y6, y7, color="indigo", alpha=0.7)
+        ax.fill_between(df_data.index, y7, y8, color="purple", alpha=0.7)
+
+        ax.semilogy(df_data.index, df_data["v"].values, c="k", lw=1.2)
+        ax.set_xlim(df_data.index[0], df_data.index[-1])
+        ax.set_title("Bitcoin Rainbow Chart")
+        ax.set_xlabel("Time")
+        dateFmt = mdates.DateFormatter("%m/%d/%Y")
+        ax.set_ylabel("Price ($)")
+        ax.xaxis.set_major_formatter(dateFmt)
+        ax.tick_params(axis="x", labelrotation=45)
+
+        ax.legend(
+            [
+                "Bubble bursting imminent!!",
+                "SELL!",
+                "Everyone FOMO'ing....",
+                "Is this a bubble??",
+                "Still cheap",
+                "Accumulate",
+                "BUY!",
+                "Basically a Fire Sale",
+                "Bitcoin Price",
+            ],
+            prop={"size": 6},
+        )
+
+        sample_dates = np.array(
+            [datetime(2012, 11, 28), datetime(2016, 7, 9), datetime(2020, 5, 11)]
+        )
+        sample_dates = mdates.date2num(sample_dates)
+        ax.vlines(x=sample_dates, ymin=0, ymax=10 ** 5, color="grey")
+        for i, x in enumerate(sample_dates):
+            ax.text(x, 1, f"Halving {i+1}", rotation=-90, verticalalignment="center")
+
+        ax.grid(alpha=0.2)
+        ax.minorticks_off()
+        ax.yaxis.set_major_formatter(
+            matplotlib.ticker.FuncFormatter(lambda x, _: int(x) if x >= 1 else x)
+        )
+        ax.yaxis.set_major_locator(
+            matplotlib.ticker.LogLocator(base=100, subs=[1.0, 2.0, 5.0, 10.0])
+        )
+
+        if gtff.USE_ION:
+            plt.ion()
+        plt.show()
+        print("")
+
+        export_data(
+            export,
+            os.path.dirname(os.path.abspath(__file__)),
+            "rainbox",
+            df_data,
+        )
+
+
 def display_active_addresses(
    asset: str, since: int, until: int, interval: str, export: str = ""
 ) -> None:
--- a/gamestonk_terminal/cryptocurrency/overview/overview_controller.py
+++ b/gamestonk_terminal/cryptocurrency/overview/overview_controller.py
@@ -11,11 +11,11 @@ from gamestonk_terminal.parent_classes import BaseController
 from gamestonk_terminal import feature_flags as gtff
 from gamestonk_terminal.cryptocurrency.overview.blockchaincenter_model import DAYS
 from gamestonk_terminal.helper_funcs import (
+    EXPORT_BOTH_RAW_DATA_AND_FIGURES,
+    EXPORT_ONLY_RAW_DATA_ALLOWED,
    parse_known_args_and_warn,
    check_positive,
-    EXPORT_ONLY_RAW_DATA_ALLOWED,
    valid_date,
-    EXPORT_BOTH_RAW_DATA_AND_FIGURES,
 )
 from gamestonk_terminal.menu import session
 from gamestonk_terminal.cryptocurrency.overview import (
@@ -35,6 +35,9 @@ from gamestonk_terminal.cryptocurrency.overview.coinpaprika_view import CURRENCI
 from gamestonk_terminal.cryptocurrency.overview.coinpaprika_model import (
    get_all_contract_platforms,
 )
+from gamestonk_terminal.cryptocurrency.due_diligence.glassnode_view import (
+    display_btc_rainbow,
+)


 class OverviewController(BaseController):
@@ -67,6 +70,7 @@ class OverviewController(BaseController):
        "wf",
        "ewf",
        "wfpe",
+        "btcrb",
        "altindex",
    ]

@@ -128,8 +132,6 @@ class OverviewController(BaseController):
    def print_help(self):
        """Print help"""
        help_text = """
-Overview Menu:
-
 CoinGecko:
    cgglobal          global crypto market info
    cgnews            last news available on CoinGecko
@@ -163,10 +165,48 @@ WithdrawalFees:
    wfpe              crypto withdrawal fees per exchange
 BlockchainCenter:
    altindex          displays altcoin season index (if 75% of top 50 coins perform better than btc)
+    btcrb             display bitcoin rainbow price chart (logarithmic regression)
 """

        print(help_text)

+    def call_btcrb(self, other_args: List[str]):
+        """Process btcrb command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="btcrb",
+            description="""Display bitcoin rainbow chart overtime including halvings.
+            [Price data from source: https://glassnode.com]
+            [Inspired by: https://blockchaincenter.net]""",
+        )
+        parser.add_argument(
+            "-s",
+            "--since",
+            dest="since",
+            type=valid_date,
+            help="Initial date. Default is initial BTC date: 2010-01-01",
+            default=datetime(2010, 1, 1).strftime("%Y-%m-%d"),
+        )
+
+        parser.add_argument(
+            "-u",
+            "--until",
+            dest="until",
+            type=valid_date,
+            help="Final date. Default is current date",
+            default=datetime.now().strftime("%Y-%m-%d"),
+        )
+        ns_parser = parse_known_args_and_warn(
+            parser, other_args, EXPORT_BOTH_RAW_DATA_AND_FIGURES
+        )
+        if ns_parser:
+            display_btc_rainbow(
+                since=int(ns_parser.since.timestamp()),
+                until=int(ns_parser.until.timestamp()),
+                export=ns_parser.export,
+            )
+
    def call_altindex(self, other_args: List[str]):
        """Process altindex command"""
        parser = argparse.ArgumentParser(
@@ -205,8 +245,8 @@ BlockchainCenter:
            "--until",
            dest="until",
            type=valid_date,
-            help="End date (default: current day, e.g., 2022-01-01)",
-            default=(datetime.now()).strftime("%Y-%m-%d"),
+            help="Final date. Default is current date",
+            default=datetime.now().strftime("%Y-%m-%d"),
        )

        if other_args and "-" not in other_args[0][0]:
--- a/scripts/test_crypto_ov.gst
+++ b/scripts/test_crypto_ov.gst
@@ -5,4 +5,5 @@ cgnft
 cgexchanges
 cghold
 news
+btcrb
 exit
--- a/tests/gamestonk_terminal/cryptocurrency/due_diligence/cassettes/test_glassnode_model/test_get_close_price[BTC-24h-1601596800-1641573787].yaml
+++ b/tests/gamestonk_terminal/cryptocurrency/due_diligence/cassettes/test_glassnode_model/test_get_close_price[BTC-24h-1601596800-1641573787].yaml
@@ -0,0 +1,159 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+    method: GET
+    uri: https://api.glassnode.com/v1/metrics/market/price_usd_close?a=BTC&api_key=MOCK_API_KEY&i=24h&s=1601596800&u=1641573787
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA1yaSQ4kuQ1F71LrBsF58FV8DcMbw3c3fmRnkOneVKPAkpISP4en+Od//vzrzz8k
+        WWKymf/68+8//xCOCprSzFBhy/nvX69dtuna+ZBp90zyePSxq5x87TKbXEtHRspSj11H8mtXY2Q2
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+        opRF7zNunXMi59JPNVHKqN0odE8heWn15+Cx30VgQzFmSiPOEfTvP/8BAAD//wMADyVfBPxGAAA=
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 6ca5b2d6895f03f2-LIS
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - text/plain; charset=utf-8
+      Date:
+      - Sat, 08 Jan 2022 13:16:08 GMT
+      Expect-CT:
+      - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      access-control-allow-credentials:
+      - 'true'
+      access-control-allow-origin:
+      - https://studio.glassnode.com
+      strict-transport-security:
+      - max-age=15724800; includeSubDomains
+      x-rate-limit-limit:
+      - '30'
+      x-rate-limit-remaining:
+      - '28'
+      x-rate-limit-reset:
+      - '52'
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/tests/gamestonk_terminal/cryptocurrency/due_diligence/cassettes/test_glassnode_view/test_display_btc_rainbow.yaml
+++ b/tests/gamestonk_terminal/cryptocurrency/due_diligence/cassettes/test_glassnode_view/test_display_btc_rainbow.yaml
@@ -0,0 +1,796 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+    method: GET
+    uri: https://api.glassnode.com/v1/metrics/market/price_usd_close?a=BTC&api_key=MOCK_API_KEY&i=24h&s=1325376000&u=1641641877
+  response:
+    body:
+      string: !!binary |
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--- a/tests/gamestonk_terminal/cryptocurrency/due_diligence/test_glassnode_model.py
+++ b/tests/gamestonk_terminal/cryptocurrency/due_diligence/test_glassnode_model.py
@@ -0,0 +1,25 @@
+import pytest
+
+from gamestonk_terminal.cryptocurrency.due_diligence import glassnode_model
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+    return {
+        "filter_headers": [("User-Agent", None)],
+        "filter_query_parameters": [
+            ("api_key", "MOCK_API_KEY"),
+        ],
+    }
+
+
+@pytest.mark.vcr
+@pytest.mark.parametrize(
+    "asset,interval,since,until",
+    [
+        ("BTC", "24h", 1_601_596_800, 1_641_573_787),
+    ],
+)
+def test_get_close_price(asset, interval, since, until, recorder):
+    df = glassnode_model.get_close_price(asset, interval, since, until)
+    recorder.capture(df)
--- a/tests/gamestonk_terminal/cryptocurrency/due_diligence/test_glassnode_view.py
+++ b/tests/gamestonk_terminal/cryptocurrency/due_diligence/test_glassnode_view.py
@@ -0,0 +1,19 @@
+import pytest
+
+from gamestonk_terminal.cryptocurrency.due_diligence import glassnode_view
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+    return {
+        "filter_headers": [("User-Agent", None)],
+        "filter_query_parameters": [
+            ("api_key", "MOCK_API_KEY"),
+        ],
+    }
+
+
+@pytest.mark.vcr
+@pytest.mark.record_stdout
+def test_display_btc_rainbow():
+    glassnode_view.display_btc_rainbow(since=1_325_376_000, until=1_641_641_877)
--- a/tests/gamestonk_terminal/cryptocurrency/due_diligence/txt/test_glassnode_view/test_display_btc_rainbow.txt
+++ b/tests/gamestonk_terminal/cryptocurrency/due_diligence/txt/test_glassnode_view/test_display_btc_rainbow.txt
@@ -0,0 +1 @@
+
--- a/website/content/cryptocurrency/overview/btcrb/_index.md
+++ b/website/content/cryptocurrency/overview/btcrb/_index.md
@@ -0,0 +1,18 @@
+```
+usage: btcrb    [-s INITIAL_DATE]
+                [-u END_DATE]
+                [--export {csv,json,xlsx}] [-h]
+```
+
+Displays bitcoin rainbow chart. It also includes halving dates.
+
+[Price data from source: https://glassnode.com]
+[Inspired by: https://blockchaincenter.net]
+
+```
+arguments:
+  -s DATE --since DATE          Initial date. Default is initial BTC date: 2010-01-01
+  -u DATE --until DATE          Final date. Default is current date
+  --export {csv,json,xlsx}      Export dataframe data to csv,json,xlsx file (default: )
+  -h, --help                    show this help message (default: False)
+```
--- a/website/data/menu/main.yml
+++ b/website/data/menu/main.yml
@@ -662,6 +662,8 @@ main:
      - name: overview
        ref: "/cryptocurrency/overview"
        sub:
+          - name: btcrb
+            ref: "/cryptocurrency/overview/btcrb"
          - name: cgglobal
            ref: "/cryptocurrency/overview/cgglobal"
          - name: cgnews
@@ -1091,4 +1093,4 @@ main:
          - name: cases
            ref: "/alternative/covid/cases"
          - name: rates
-            ref: "/alternative/covid/rates"
+            ref: "/alternative/covid/rates"