Adds ross index (#1723)

* added rossidx * added command to obb script * horizontal + wrap * separate charts * updated commands Co-authored-by: jmaslek <jmaslek11@gmail.com> Co-authored-by: Theodore Aptekarev <aptekarev@gmail.com>
2026-11-08 02:11:44 +00:00 · 2022-04-22 10:00:10 +01:00
parent a5b414bf1a
commit 05c0ea0d8f
14 changed files with 1488 additions and 2 deletions
--- a/openbb_terminal/alternative/oss/oss_controller.py
+++ b/openbb_terminal/alternative/oss/oss_controller.py
@@ -9,6 +9,7 @@ from prompt_toolkit.completion import NestedCompleter

 from openbb_terminal import feature_flags as obbff
 from openbb_terminal.alternative.oss import github_view
+from openbb_terminal.alternative.oss import runa_view, runa_model
 from openbb_terminal.decorators import log_start_end
 from openbb_terminal.helper_funcs import (
    EXPORT_BOTH_RAW_DATA_AND_FIGURES,
@@ -27,7 +28,7 @@ logger = logging.getLogger(__name__)
 class OSSController(BaseController):
    """Open Source Controller class"""

-    CHOICES_COMMANDS = ["sh", "tr", "rs"]
+    CHOICES_COMMANDS = ["sh", "tr", "rs", "rossidx"]
    PATH = "/alternative/oss/"

    def __init__(self, queue: List[str] = None):
@@ -37,11 +38,16 @@ class OSSController(BaseController):
        if session and obbff.USE_PROMPT_TOOLKIT:
            choices: dict = {c: {} for c in self.controller_choices}
            choices["tr"]["-s"] = {c: None for c in ["stars", "forks"]}
+            choices["rossidx"]["-s"] = {c: None for c in runa_model.SORT_COLUMNS}
+            choices["rossidx"]["-t"] = {c: None for c in ["stars", "forks"]}
            self.completer = NestedCompleter.from_nested_dict(choices)

    def print_help(self):
        """Print help"""
        help_text = """[cmds]
+[src][Runa][/src]
+        rossidx     the fastest-growing open-source startups
+[src][GitHub][/src]
        rs          repo summary
        sh          repo star history
        tr          top starred repos[/cmds]
@@ -119,6 +125,80 @@ class OSSController(BaseController):
                github_view.display_repo_summary(repo=repo, export=ns_parser.export)
                self.queue = self.queue[1:]

+    @log_start_end(log=logger)
+    def call_rossidx(self, other_args: List[str]):
+        """Process rossidx command"""
+        parser = argparse.ArgumentParser(
+            add_help=False,
+            formatter_class=argparse.ArgumentDefaultsHelpFormatter,
+            prog="rossidx",
+            description="""
+            Display list of startups from ross index [Source: https://runacap.com/]
+            Use --chart to display chart and -t {stars,forks} to set chart type
+            """,
+        )
+        parser.add_argument(
+            "-s",
+            "--sortby",
+            type=str,
+            dest="sortby",
+            nargs="+",
+            help="Sort startups by column",
+            default="Stars AGR [%]",
+        )
+
+        parser.add_argument(
+            "--descend",
+            action="store_true",
+            help="Flag to sort in descending order (lowest first)",
+            dest="descend",
+            default=False,
+        )
+
+        parser.add_argument(
+            "-c",
+            "--chart",
+            action="store_true",
+            help="Flag to show chart",
+            dest="show_chart",
+            default=False,
+        )
+        parser.add_argument(
+            "-g",
+            "--growth",
+            action="store_true",
+            help="Flag to show growth chart",
+            dest="show_growth",
+            default=False,
+        )
+        parser.add_argument(
+            "-t",
+            "--chart-type",
+            type=str,
+            dest="chart_type",
+            help="Chart type: {stars, forks}",
+            default="stars",
+            choices=["stars", "forks"],
+        )
+
+        ns_parser = parse_known_args_and_warn(
+            parser,
+            other_args,
+            export_allowed=EXPORT_ONLY_RAW_DATA_ALLOWED,
+            limit=10,
+        )
+
+        if ns_parser:
+            runa_view.display_rossindex(
+                sortby=" ".join(ns_parser.sortby),
+                descend=ns_parser.descend,
+                top=ns_parser.limit,
+                show_chart=ns_parser.show_chart,
+                show_growth=ns_parser.show_growth,
+                chart_type=ns_parser.chart_type,
+                export=ns_parser.export,
+            )
+
    @log_start_end(log=logger)
    def call_tr(self, other_args: List[str]):
        """Process tr command"""
--- a/openbb_terminal/alternative/oss/runa_model.py
+++ b/openbb_terminal/alternative/oss/runa_model.py
@@ -0,0 +1,161 @@
+"""Runa Model"""
+import logging
+from typing import Union
+
+import pandas as pd
+import requests
+from bs4 import BeautifulSoup
+from requests.adapters import HTTPAdapter, RetryError
+from urllib3.util.retry import Retry
+
+from openbb_terminal.decorators import log_start_end
+from openbb_terminal.helper_funcs import get_user_agent
+from openbb_terminal.rich_config import console
+
+logger = logging.getLogger(__name__)
+
+SORT_COLUMNS = [
+    "GitHub",
+    "Company",
+    "Country",
+    "City",
+    "Founded",
+    "Raised [$M]",
+    "Stars",
+    "Forks",
+    "Stars AGR [%]",
+    "Forks AGR [%]",
+]
+
+
+@log_start_end(log=logger)
+def _retry_session(
+    url: str, retries: int = 3, backoff_factor: float = 1.0
+) -> requests.Session:
+    """Helper methods that retries to make request
+
+
+    Parameters
+    ----------
+    url: str
+        Url to mount a session
+    retries: int
+        How many retries
+    backoff_factor: float
+        Backoff schema - time periods between retry
+
+    Returns
+    -------
+    requests.Session
+        Mounted session
+    """
+
+    session = requests.Session()
+    retry = Retry(
+        total=retries,
+        read=retries,
+        connect=retries,
+        status_forcelist=[500, 502, 503, 504],
+        backoff_factor=backoff_factor,
+    )
+    adapter = HTTPAdapter(max_retries=retry)
+    session.mount(url, adapter)
+    return session
+
+
+@log_start_end(log=logger)
+def _make_request(url: str) -> Union[BeautifulSoup, None]:
+    """Helper method to scrap
+
+    Parameters
+    ----------
+    url : str
+        url to scrape
+
+    Returns
+    -------
+        BeautifulSoup object
+    """
+    headers = {"User-Agent": get_user_agent()}
+    session = _retry_session("https://runacap.com/")
+    try:
+        req = session.get(url, headers=headers, timeout=5)
+    except Exception as error:
+        logger.exception(str(error))
+        console.print(error)
+        raise RetryError(
+            "Connection error. Couldn't connect to CoinGecko and scrape the data. "
+            "Please visit CoinGecko site, and check if it's not under maintenance"
+        ) from error
+
+    if req.status_code == 404:
+        return None
+
+    if req.status_code >= 400:
+        raise Exception(
+            f"Couldn't connect to {url}. Status code: {req.status_code}. Reason: {req.reason}"
+        )
+
+    return BeautifulSoup(req.text, features="lxml")
+
+
+@log_start_end(log=logger)
+def get_startups() -> pd.DataFrame:
+    """Get startups from ROSS index [Source: https://runacap.com/]
+
+    Parameters
+    ----------
+
+    Returns
+    -------
+    pandas.DataFrame:
+        list of startups
+    """
+    soup = _make_request("https://runacap.com/ross-index/")
+    startups = []
+    if soup:
+        table = soup.find("table", {"id": "table_1"})
+        if table:
+            rows = table.find_all("tr")
+            for row in rows:
+                td = row.find_all("td")
+                startup = [tr.text for tr in td]
+                if len(startup) > 0:
+                    startups.append(startup)
+            df = pd.DataFrame(
+                startups,
+                columns=[
+                    "GitHub",
+                    "Company",
+                    "Country",
+                    "City",
+                    "Founded",
+                    "Raised [$M]",
+                    "REPO",
+                    "Language",
+                    "Stars",
+                    "Forks",
+                    "Stars AGR [%]",
+                    "Forks AGR [%]",
+                    "SG",
+                    "FG",
+                ],
+            )
+            df.drop("REPO", inplace=True, axis=1)
+            df["SG"] = pd.to_numeric(df["SG"], errors="coerce")
+            df["Stars"] = pd.to_numeric(
+                df["Stars"].str.replace(",", ""), errors="coerce"
+            )
+            df["FG"] = pd.to_numeric(df["FG"], errors="coerce")
+            df["Forks"] = pd.to_numeric(
+                df["Forks"].str.replace(",", ""), errors="coerce"
+            )
+            df["Raised [$M]"] = pd.to_numeric(df["Raised [$M]"], errors="coerce")
+            df["Stars AGR [%]"] = pd.to_numeric(
+                df["Stars AGR [%]"].str.replace(",", ""), errors="coerce"
+            )
+            df["Forks AGR [%]"] = pd.to_numeric(
+                df["Forks AGR [%]"].str.replace(",", ""), errors="coerce"
+            )
+            return df
+    return pd.DataFrame()
--- a/openbb_terminal/alternative/oss/runa_view.py
+++ b/openbb_terminal/alternative/oss/runa_view.py
@@ -0,0 +1,135 @@
+"""Rekt view"""
+import logging
+import os
+from typing import Optional, List
+
+from matplotlib import pyplot as plt
+from matplotlib import ticker
+from openbb_terminal.alternative.oss import runa_model
+from openbb_terminal.decorators import log_start_end
+from openbb_terminal.helper_funcs import (
+    export_data,
+    plot_autoscale,
+    lambda_long_number_format,
+    print_rich_table,
+)
+from openbb_terminal.config_terminal import theme
+from openbb_terminal.config_plot import PLOT_DPI
+from openbb_terminal.rich_config import console
+
+logger = logging.getLogger(__name__)
+
+
+@log_start_end(log=logger)
+def display_rossindex(
+    top: int,
+    sortby: str,
+    descend: bool,
+    show_chart: bool = False,
+    show_growth: bool = True,
+    chart_type: str = "stars",
+    export: str = "",
+    external_axes: Optional[List[plt.Axes]] = None,
+) -> None:
+    """Display list of startups from ross index [Source: https://runacap.com/]
+
+    Parameters
+    ----------
+    top: int
+        Number of startups to search
+    sortby: str
+        Key by which to sort data. Default: Stars AGR [%]
+    descend: bool
+        Flag to sort data descending
+    show_chart: bool
+        Flag to show chart with startups
+    show_growth: bool
+        Flag to show growth line chart
+    chart_type: str
+        Chart type {stars,forks}
+    export : str
+        Export dataframe data to csv,json,xlsx file
+    external_axes : Optional[List[plt.Axes]], optional
+        External axes (1 axis is expected in the list), by default None
+    """
+    df = runa_model.get_startups()
+
+    if df.empty:
+        console.print("\nError in runa request\n")
+    else:
+        if sortby in runa_model.SORT_COLUMNS:
+            df = df.sort_values(by=sortby, ascending=descend)
+        df = df.head(top)
+        if show_chart:
+            if external_axes is None:
+                _, ax1 = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+            else:
+                if len(external_axes) != 2:
+                    logger.error("Expected list of two axis items.")
+                    console.print("[red]Expected list of 2 axis item./n[/red]")
+                    return
+                ax1, _ = external_axes
+            for _, row in df[::-1].iterrows():
+                ax1.barh(
+                    y=row["GitHub"],
+                    width=row["Forks" if chart_type == "forks" else "Stars"],
+                )
+            ax1.set_xlabel("Forks" if chart_type == "forks" else "Stars")
+            ax1.get_xaxis().set_major_formatter(
+                ticker.FuncFormatter(lambda x, _: lambda_long_number_format(x))
+            )
+            ax1.grid(axis="y")
+            ax1.yaxis.set_label_position("left")
+            ax1.yaxis.set_ticks_position("left")
+            ax1.set_ylabel("Company")
+            ax1.yaxis.set_tick_params(labelsize=8)
+            title = "Total Forks" if chart_type == "forks" else "Total Stars"
+            ax1.set_title(f"ROSS Index - {title}")
+            if external_axes is None:
+                theme.visualize_output()
+        if show_growth:
+            if external_axes is None:
+                fig, ax = plt.subplots(figsize=plot_autoscale(), dpi=PLOT_DPI)
+            else:
+                if len(external_axes) != 2:
+                    logger.error("Expected list of two axis items.")
+                    console.print("[red]Expected list of 2 axis item./n[/red]")
+                    return
+                ax, _ = external_axes
+            for _, row in df[::-1].iterrows():
+                ax.barh(
+                    y=row["GitHub"],
+                    width=row["FG" if chart_type == "forks" else "SG"],
+                )
+            ax.yaxis.set_label_position("left")
+            ax.yaxis.set_ticks_position("left")
+            ax.set_ylabel("Company")
+            ax.set_xlabel("Annual Growth [times]")
+            ax.yaxis.set_tick_params(labelsize=8)
+            title = (
+                "Forks Annual Growth"
+                if chart_type == "forks"
+                else "Stars Annual Growth"
+            )
+            ax.set_title(f"ROSS Index - {title}")
+            fig.tight_layout()
+            if external_axes is None:
+                theme.visualize_output()
+        show_df = df.drop(["SG", "FG"], axis=1)
+        show_df = show_df.fillna("")
+        show_df["GitHub"] = show_df["GitHub"].str.wrap(10)
+        print_rich_table(
+            show_df.head(top),
+            headers=list(show_df.columns),
+            floatfmt=".1f",
+            show_index=False,
+            title="ROSS Index - the fastest-growing open-source startups",
+        )
+        console.print("")
+
+        export_data(
+            export,
+            os.path.dirname(os.path.abspath(__file__)),
+            "runaidx",
+            df,
+        )
--- a/openbb_terminal/cryptocurrency/overview/rekt_model.py
+++ b/openbb_terminal/cryptocurrency/overview/rekt_model.py
@@ -1,4 +1,4 @@
-"""Blockchain Center Model"""
+"""Rekt Model"""
 import logging
 from typing import List, Union

--- a/scripts/test_alt_oss.openbb
+++ b/scripts/test_alt_oss.openbb
@@ -3,4 +3,5 @@ oss
 rs openbb-finance/openbbterminal
 sh openbb-finance/openbbterminal
 tr
+rossidx
 exit
--- a/tests/openbb_terminal/alternative/oss/cassettes/test_runa_model/test_get_startups.yaml
+++ b/tests/openbb_terminal/alternative/oss/cassettes/test_runa_model/test_get_startups.yaml
@@ -0,0 +1,497 @@
+interactions:
+- request:
+    body: null
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+    method: GET
+    uri: https://runacap.com/ross-index/
+  response:
+    body:
+      string: !!binary |
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+        //8DAE5lcWvIegEA
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 6ff6c5a70c9a4203-MRS
+      Cache-Control:
+      - must-revalidate, public, max-age=300, stale-while-revalidate=360, stale-if-error=43200
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - text/html; charset=UTF-8
+      Date:
+      - Thu, 21 Apr 2022 14:22:29 GMT
+      Expect-CT:
+      - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
+      NEL:
+      - '{"success_fraction":0,"report_to":"cf-nel","max_age":604800}'
+      Report-To:
+      - '{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=kTM%2BFNU4WLmzlEOd5hhB7F0NS1hC4k1%2Fa7yy4rMF5qmhDPpXWaHDAyh3UWD2O5ZgmBTiXYS%2Fc9A3HxrNfe6VANhydMzeXgB9no1DPNeGWfFa1OHjf%2FuKjwQhGIzzZg%3D%3D"}],"group":"cf-nel","max_age":604800}'
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      age:
+      - '2621'
+      alt-svc:
+      - h3=":443"; ma=86400, h3-29=":443"; ma=86400
+      link:
+      - <https://runacap.com/wp-json/>; rel="https://api.w.org/", <https://runacap.com/wp-json/wp/v2/pages/2177>;
+        rel="alternate"; type="application/json", <https://runacap.com/?p=2177>; rel=shortlink
+      strict-transport-security:
+      - max-age=31536000
+      vary:
+      - Accept-Encoding
+      via:
+      - 1.1 varnish (Varnish/6.5)
+      x-cache:
+      - HIT
+      x-cacheable:
+      - YES:Forced
+      x-powered-by:
+      - DreamPress
+      x-varnish:
+      - 1151106 4852476
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/tests/openbb_terminal/alternative/oss/cassettes/test_runa_view/test_display_rossindex.yaml
+++ b/tests/openbb_terminal/alternative/oss/cassettes/test_runa_view/test_display_rossindex.yaml
@@ -0,0 +1,498 @@
+interactions:
+- request:
+    body: null
+    headers:
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+    headers:
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+      - DYNAMIC
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+      - 6ff6c43e6ade0fde-MRS
+      Cache-Control:
+      - must-revalidate, public, max-age=300, stale-while-revalidate=360, stale-if-error=43200
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - text/html; charset=UTF-8
+      Date:
+      - Thu, 21 Apr 2022 14:21:31 GMT
+      Expect-CT:
+      - max-age=604800, report-uri="https://report-uri.cloudflare.com/cdn-cgi/beacon/expect-ct"
+      NEL:
+      - '{"success_fraction":0,"report_to":"cf-nel","max_age":604800}'
+      Report-To:
+      - '{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v3?s=2MeH8bHkxybhMAknleMMOuheRpYOD%2FJJZctTjfOuK90R4u8xeAtrAD%2BPfPnm7EX8w%2BTCi1zgoSaZQ3t4WKMXN%2BQZMT6fIqrNDPd4B8Aw2FYFcKPhHL04NNx%2FSYKesQ%3D%3D"}],"group":"cf-nel","max_age":604800}'
+      Server:
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+      - '2564'
+      alt-svc:
+      - h3=":443"; ma=86400, h3-29=":443"; ma=86400
+      link:
+      - <https://runacap.com/wp-json/>; rel="https://api.w.org/", <https://runacap.com/wp-json/wp/v2/pages/2177>;
+        rel="alternate"; type="application/json", <https://runacap.com/?p=2177>; rel=shortlink
+      strict-transport-security:
+      - max-age=31536000
+      vary:
+      - Accept-Encoding
+      via:
+      - 1.1 varnish (Varnish/6.5)
+      x-cache:
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+      - YES:Forced
+      x-powered-by:
+      - DreamPress
+      x-varnish:
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+    status:
+      code: 200
+      message: OK
+version: 1
--- a/tests/openbb_terminal/alternative/oss/csv/test_runa_model/test_get_startups.csv
+++ b/tests/openbb_terminal/alternative/oss/csv/test_runa_model/test_get_startups.csv
@@ -0,0 +1,21 @@
+,GitHub,Company,Country,City,Founded,Raised [$M],Language,Stars,Forks,Stars AGR [%],Forks AGR [%],SG,FG
+0,builderio/partytown,Builder,USA,San Francisco,2018,17.3,TypeScript,6830,158,3104,16196,31.0,162.0
+1,tooljet/tooljet,ToolJet,India,Bengaluru,2021,1.6,JavaScript,8856,657,1656,1034,16.6,10.3
+2,gravitl/netmaker,Netmaker,USA,Asheville,2021,0.1,Go,3546,213,1422,1532,14.2,15.3
+3,supertokens/supertokens-core,SuperTokens,India,Mumbai,2019,1.5,Java,5343,180,1018,585,10.2,5.9
+4,safing/portmaster,Safing,Austria,Baden,2017,,Go,2429,80,1016,357,10.2,3.6
+5,medusajs/medusa,Medusa,Denmark,Copenhagen,2021,1.0,JavaScript,9833,500,863,1135,8.6,11.4
+6,amplication/amplication,Amplication,Israel,Tel Aviv,2020,6.6,TypeScript,6296,319,812,667,8.1,6.7
+7,charmbracelet/soft-serve,Charm,USA,New York,2019,3.0,Go,1831,33,729,1784,7.3,17.8
+8,withfig/autocomplete,Fig,USA,San Francisco,2020,2.4,TypeScript,14329,3425,716,486,7.2,4.9
+9,growthbook/growthbook,GrowthBook,USA,Palo Alto,2020,0.5,TypeScript,2791,109,503,824,5.0,8.2
+10,slint-ui/slint,Slint,Germany,Berlin,2020,,Rust,4115,122,470,483,4.7,4.8
+11,nhost/nhost,Nhost,Sweden,Stockholm,2019,3.1,TypeScript,2081,109,453,503,4.5,5.0
+12,mindsdb/mindsdb,MindsDB,USA,Berkeley,2017,7.9,Python,6384,670,437,104,4.4,1.0
+13,penpot/penpot,Penpot,Spain,Madrid,2019,,Clojure,9832,480,432,330,4.3,3.3
+14,remix-run/remix,Remix,USA,Salt Lake City,2020,3.0,TypeScript,14876,1112,391,1172,3.9,11.7
+15,orchest/orchest,Orchest,Netherlands,Rotterdam,2020,4.2,Python,2528,142,385,119,3.9,1.2
+16,coqui-ai/tts,Coqui,Germany,Berlin,2020,,Python,4394,439,381,763,3.8,7.6
+17,mattermost/focalboard,Mattermost,USA,Palo Alto,2015,70.0,TypeScript,10501,788,379,254,3.8,2.5
+18,prabhatsharma/zinc,Zinc,USA,San Francisco,2021,,Go,6687,290,376,421,3.8,4.2
+19,serverless-stack/serverless-stack,Serverless Stack,USA,San Francisco,2017,1.0,TypeScript,5821,454,351,1272,3.5,12.7
--- a/tests/openbb_terminal/alternative/oss/test_runa_model.py
+++ b/tests/openbb_terminal/alternative/oss/test_runa_model.py
@@ -0,0 +1,22 @@
+# IMPORTATION STANDARD
+
+# IMPORTATION THIRDPARTY
+import pytest
+
+# IMPORTATION INTERNAL
+from openbb_terminal.alternative.oss import runa_model
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+    return {
+        "filter_headers": [
+            ("User-Agent", None),
+        ],
+    }
+
+
+@pytest.mark.vcr
+def test_get_startups(recorder):
+    df = runa_model.get_startups()
+    recorder.capture(df)
--- a/tests/openbb_terminal/alternative/oss/test_runa_view.py
+++ b/tests/openbb_terminal/alternative/oss/test_runa_view.py
@@ -0,0 +1,35 @@
+# IMPORTATION STANDARD
+
+# IMPORTATION THIRDPARTY
+import pytest
+
+# IMPORTATION INTERNAL
+from openbb_terminal.alternative.oss import runa_view
+
+
+@pytest.fixture(scope="module")
+def vcr_config():
+    return {
+        "filter_headers": [
+            ("User-Agent", None),
+        ],
+    }
+
+
+@pytest.mark.vcr
+@pytest.mark.record_stdout
+def test_display_rossindex(mocker):
+    # MOCK EXPORT_DATA
+    mocker.patch(target="openbb_terminal.alternative.oss.runa_view.export_data")
+
+    # MOCK VISUALIZE_OUTPUT
+    mocker.patch(target="openbb_terminal.helper_classes.TerminalStyle.visualize_output")
+
+    runa_view.display_rossindex(
+        sortby="",
+        descend=False,
+        top=10,
+        show_chart=True,
+        show_growth=False,
+        chart_type="stars",
+    )
--- a/tests/openbb_terminal/alternative/oss/txt/test_oss_controller/test_print_help.txt
+++ b/tests/openbb_terminal/alternative/oss/txt/test_oss_controller/test_print_help.txt
@@ -1,4 +1,7 @@

+[Runa]
+        rossidx     the fastest-growing open-source startups
+[GitHub]
        rs          repo summary
        sh          repo star history
        tr          top starred repos
--- a/tests/openbb_terminal/alternative/oss/txt/test_runa_view/test_display_rossindex.txt
+++ b/tests/openbb_terminal/alternative/oss/txt/test_runa_view/test_display_rossindex.txt
@@ -0,0 +1,12 @@
+                             GitHub      Company  Country           City Founded Raised [$M]    Language  Stars  Forks  Stars AGR [%]  Forks AGR [%]
+0             builderio/\npartytown      Builder      USA  San Francisco    2018        17.3  TypeScript   6830    158           3104          16196
+1                 tooljet/to\noljet      ToolJet    India      Bengaluru    2021         1.6  JavaScript   8856    657           1656           1034
+2                gravitl/ne\ntmaker     Netmaker      USA      Asheville    2021         0.1          Go   3546    213           1422           1532
+3  supertoken\ns/supertok\nens-core  SuperTokens    India         Mumbai    2019         1.5        Java   5343    180           1018            585
+4               safing/por\ntmaster       Safing  Austria          Baden    2017                      Go   2429     80           1016            357
+5                 medusajs/m\nedusa       Medusa  Denmark     Copenhagen    2021         1.0  JavaScript   9833    500            863           1135
+6       amplicatio\nn/amplicat\nion  Amplication   Israel       Tel Aviv    2020         6.6  TypeScript   6296    319            812            667
+7      charmbrace\nlet/soft-\nserve        Charm      USA       New York    2019         3.0          Go   1831     33            729           1784
+8            withfig/au\ntocomplete          Fig      USA  San Francisco    2020         2.4  TypeScript  14329   3425            716            486
+9         growthbook\n/growthboo\nk   GrowthBook      USA      Palo Alto    2020         0.5  TypeScript   2791    109            503            824
+
--- a/website/content/terminal/alternative/oss/rossidx/_index.md
+++ b/website/content/terminal/alternative/oss/rossidx/_index.md
@@ -0,0 +1,19 @@
+`usage: rossidx [-s SORTBY [SORTBY {GitHub,Company,Country,City,Founded,Raised [$M],Stars,Forks,Stars AGR [%],Forks AGR [%]}]] [--descend] [--chart] [--growth] [-ct {stars,forks}] [-h] [--export EXPORT] [-l LIMIT]`
+
+Display list of startups from ross index [Source: https://runacap.com/]
+Use --chart to display chart and -t {stars,forks} to set chart type
+
+```
+optional arguments:
+  -s SORTBY [SORTBY ...], --sortby SORTBY [SORTBY {GitHub,Company,Country,City,Founded,Raised [$M],Stars,Forks,Stars AGR [%],Forks AGR [%]}]
+                        Sort startups by column (default: Stars AGR [%])
+  --descend             Flag to sort in descending order (lowest first) (default: False)
+  -c, --chart           Flag to show chart (default: False)
+  -g, --growth          Flag to show growth chart (default: False)
+  -t {stars,forks}, --chart-type {stars,forks}
+                        Chart type: {stars, forks} (default: stars)
+  -h, --help            show this help message (default: False)
+  --export EXPORT       Export raw data into csv, json, xlsx (default: )
+  -l LIMIT, --limit LIMIT
+                        Number of entries to show in data. (default: 10)
+```
--- a/website/data/menu/main.yml
+++ b/website/data/menu/main.yml
@@ -1218,6 +1218,8 @@ main:
          - name: os
            ref: "/terminal/alternative/oss"
            sub:
+              - name: rossidx
+                ref: "/terminal/alternative/oss/rossidx"
              - name: tr
                ref: "/terminal/alternative/oss/tr"
              - name: sh