Repository: s0v1x/StocksMA (language: python)

Issue:
Resolving the Issue of Retrieving OHLCV Data
In accordance with the details provided in issue #9, it has been reported that the `get_price_data()` function is presently incapable of retrieving the data it was designed to obtain. Included below is a code snippet that is causing the error, along with the corresponding error message:

```python
import StocksMA as stm

stm.get_price_data('maroc telecom', start_date='2020-11-14', end_date='2022-02-14')
```

```python

    138     return pd.concat(dataframes, sort=True)
    139 else:
--> 140     return get_data_stock(tickers, start_date, end_date)
  # ...
     72 def get_data_stock(company: str, start_date: str, end_date: T_ed) -> pd.DataFrame:
     73     """Get historical OHLCV data for a given symbol
     74     Args:
     75         company (str): Company name or ticker symbol(e.g. 'maroc telecom', 'MNG')
   (...)
     80         pd.DataFrame: Dataframe of historical OHLCV data
     81     """
---> 82     name, isin = get_isin(company)
 # ...
     45 request_data = utils.get_request(url)
     46 # r.encoding='utf-8-sig'
---> 47 result = json.loads(request_data.content)["result"]
  # ...
    353     obj, end = self.scan_once(s, idx)
    354 except StopIteration as err:
--> 355     raise JSONDecodeError("Expecting value", s, err.value) from None
    356 return obj, end

JSONDecodeError: Expecting value: line 1 column 1 (char 0)
```
Following a thorough investigation, it has been ascertained that the root cause of the issue is connected to `Leboursier's` alteration of its domain name and the resultant modification of certain endpoints. This explains why the `get_isin()` function - which is used indirectly by `get_price_data()` to retrieve the ISIN of one or more companies - is unable to retrieve the ISIN due to the endpoint responding with an HTTP 301 status code, which redirects the Get request to a different page that does not contain the desired data. As a result, the function receives HTML content instead of the expected JSON response, which leads to the parsing error displayed in the error message.

Given the previous statement, the question posed is whether modifying both the domain name and the path from `https://www.leboursier.ma/api?{Query string}` to `https://medias24.com/content/api?{Query string}` would effectively resolve the issues that are currently hindering the functionality of `get_isin()`, `get_data_stock()`, and `get_price_data()`?

In response to this, the answer is affirmative, but it is crucial to note that not all functions in the source code will be impacted by this modification. To help clarify which functions are still operating under the previous endpoints and which ones are not, please refer to the table below for a concise summary:

|Function| Previous endpoint| Current endpoint|
| :-------------- | ------------- | -------------: |
| get_isin()  |:x:|:x:|
| get_data_stock() |:x:| :heavy_check_mark: |
| get_session_info() |:x:| :heavy_check_mark: |
| get_data_intraday() |:x:| :heavy_check_mark: |
| get_ask_bid() |:x:| :heavy_check_mark: |
| get_best_performers() |:heavy_check_mark:| - |
| get_worst_performers() |:heavy_check_mark:|  - |

The table presents a concern regarding how to address the issue with` get_isin().` Since a company's ISIN is a static piece of information, it is unnecessary to make costly GET requests to the server each time `get_isin()` is invoked to retrieve that information. Consequently, the solution is to store all ISINs in either a separate dictionary or, ideally, to include them in the `COMPANIES `constant.

To conclude, I would be delighted to submit a pull request that integrates this solution. Moreover, if I have not done so already, I hope that the explanation provided here may be sufficient to help users resolve the issue. 

Speaking of pull requests, @s0v1x, are you still invested in this project? I would be delighted to contribute a set of pull requests with the goal of enhancing performance and increasing the unit test coverage to cover a minimum of 80% of the code base.

P.S. As indicated in the project's [README.md](https://github.com/s0v1x/StocksMA#readme) file, the project leverages various websites to obtain the financial data it offers, and admittedly, I have exclusively focused on `Leboursier`. Consequently, I cannot currently confirm or deny whether the other sources of data continue to function as intended. Additionally, I want to clarify that I have tested only the endpoints used by the functions to retrieve data from `Leboursier`, and not the functions themselves, except for `get_isin()`, `get_data_stock()`, and `get_price_data()`.
error when fetching historical OHLCV data for a given symbols
I followed the instructions on [pypi](https://pypi.org/project/StocksMA/) and when running the following ligne:
`stm.get_price_data(['CIH','maroc telecom', 'involys'], start_date='2020-11-14', end_date='2022-02-14')`

I get this error:
```
---------------------------------------------------------------------------
JSONDecodeError                           Traceback (most recent call last)
Cell In [4], line 1
----> 1 stm.get_price_data('CIH', start_date='2020-11-14', end_date='2022-02-14')

File c:\Users\amine\OneDrive\Documents\Finance workspace\.venv\lib\site-packages\StocksMA\StocksMA.py:140, in get_price_data(tickers, start_date, end_date)
    138     return pd.concat(dataframes, sort=True)
    139 else:
--> 140     return get_data_stock(tickers, start_date, end_date)

File c:\Users\amine\OneDrive\Documents\Finance workspace\.venv\lib\site-packages\StocksMA\StocksMA.py:82, in get_data_stock(company, start_date, end_date)
     72 def get_data_stock(company: str, start_date: str, end_date: T_ed) -> pd.DataFrame:
     73     """Get historical OHLCV data for a given symbol
     74     Args:
     75         company (str): Company name or ticker symbol(e.g. 'maroc telecom', 'MNG')
   (...)
     80         pd.DataFrame: Dataframe of historical OHLCV data
     81     """
---> 82     name, isin = get_isin(company)
     83     url = (
     84         "https://www.leboursier.ma/api?method=getStockOHLC&ISIN="
     85         + isin
     86         + "&format=json"
     87     )
     89     request_data = utils.get_request(url)

File c:\Users\amine\OneDrive\Documents\Finance workspace\.venv\lib\site-packages\StocksMA\StocksMA.py:47, in get_isin(company)
     45 request_data = utils.get_request(url)
     46 # r.encoding='utf-8-sig'
---> 47 result = json.loads(request_data.content)["result"]
     48 len_result = len(result)
     49 if len_result == 0 or (len_result == 1 and len(result[0]["isin"]) == 0):

File ~\AppData\Local\Programs\Python\Python310\lib\json\__init__.py:346, in loads(s, cls, object_hook, parse_float, parse_int, parse_constant, object_pairs_hook, **kw)
    341     s = s.decode(detect_encoding(s), 'surrogatepass')
    343 if (cls is None and object_hook is None and
    344         parse_int is None and parse_float is None and
    345         parse_constant is None and object_pairs_hook is None and not kw):
--> 346     return _default_decoder.decode(s)
    347 if cls is None:
    348     cls = JSONDecoder

File ~\AppData\Local\Programs\Python\Python310\lib\json\decoder.py:337, in JSONDecoder.decode(self, s, _w)
    332 def decode(self, s, _w=WHITESPACE.match):
    333     """Return the Python representation of ``s`` (a ``str`` instance
    334     containing a JSON document).
    335 
    336     """
--> 337     obj, end = self.raw_decode(s, idx=_w(s, 0).end())
    338     end = _w(s, end).end()
    339     if end != len(s):

File ~\AppData\Local\Programs\Python\Python310\lib\json\decoder.py:355, in JSONDecoder.raw_decode(self, s, idx)
    353     obj, end = self.scan_once(s, idx)
    354 except StopIteration as err:
--> 355     raise JSONDecodeError("Expecting value", s, err.value) from None
    356 return obj, end

JSONDecodeError: Expecting value: line 1 column 1 (char 0)
```


Discussion / hints:
Hello @Ahmed-Z-D,
Thank you for your detailed analysis of the issue with the ``get_price_data()`` function and your proposed solution. Your insight on the root cause of the problem and its impact on other functions is truly informative!
I did attempt to fix it, but unfortunately, I did not have sufficient time to fully investigate and implement a proper solution. I appreciate your efforts in bringing attention to the issue and providing a detailed analysis of the root cause and potential solutions.
Your suggestion to modify the endpoint ``get_data_stock()``, `` get_session_info()``,  ``get_data_intraday()``, and ``get_ask_bid()`` is definitely a step in the right direction. However, as you mentioned, ``get_isin()`` still requires further attention. Storing all ISINs in a separate dictionary or in the COMPANIES constant is an excellent idea, and it will certainly reduce the need for costly GET requests to the server. It would be fantastic if you could submit a pull request with this solution.

I truly appreciate your offer to contribute a PR to enhance performance and increase unit test coverage. It is critical to thoroughly test all functions to ensure that the package functions correctly. Please feel free to create an issue about that to discuss your ideas.

That sounds great! Without delay, I will proceed to submit a pull request in the coming days.


Fix patch:
diff --git a/README.md b/README.md
index 08f614d..684ae6c 100644
--- a/README.md
+++ b/README.md
@@ -69,7 +69,13 @@ $ pip install StocksMA
 ```
 
 ### Get all availabale tickers
-Show available tickers with the full name of the company
+Display a list of available tickers along with the complete name of the company, the results can also be returned as a DataFrame.
+
+**Args**:
+
+- **as_df** :bool: When the input argument is True, the function will generate a DataFrame that includes
+               the list of available tickers along with the complete company name for each ticker.
+
 **Example**:
 ```python
 stm.get_tickers()
@@ -77,18 +83,37 @@ stm.get_tickers()
 
 ```bash
 ADH / Douja Promotion Groupe Addoha
-ADI / Alliances Developpement Immobilier S.A.
-AFI / Afric Industries S.A.
 AFM / AFMA S.A.
+AFI / Afric Industries S.A.
+GAZ / Afriquia Gaz
 .
 .
 .
-WAA / Wafa Assurance S.A.
-ZDJ / Zellidja S.A.
+AKT / AKDITAL
+DYT / DISTY TECHNOLOGIES
+TGC / TGCC S.A
+RIS / RISMA
 ```
 
-<div align="right"><a href="#usage" style="float: right;font-size: 12px;font-weight: bold;">Back to top</a></div>
+```python
+stm.get_tickers(as_df = True)
+```
 
+| Ticker   | Name                          |
+|:---------|:------------------------------|
+| ADH      | Douja Promotion Groupe Addoha |
+| AFM      | AFMA S.A.                     |
+| AFI      | Afric Industries S.A.         |
+| GAZ      | Afriquia Gaz                  |
+| AGM      | Agma S.A.                     |
+| ...      | ...                           |
+| ZDJ      | Zellidja S.A.                 |
+| AKT      | AKDITAL                       |
+| DYT      | DISTY TECHNOLOGIES            |
+| TGC      | TGCC S.A                      |
+| RIS      | RISMA                         |
+
+<div align="right"><a href="#usage" style="float: right;font-size: 12px;font-weight: bold;">Back to top</a></div>
 
 ---
 
diff --git a/StocksMA/StocksMA.py b/StocksMA/StocksMA.py
index e563201..240efac 100644
--- a/StocksMA/StocksMA.py
+++ b/StocksMA/StocksMA.py
@@ -1,7 +1,7 @@
 import json
 import re
 from datetime import datetime
-from typing import Dict, List, Tuple, Union
+from typing import Dict, List, Tuple, Union, Optional
 
 import numpy as np
 import pandas as pd
@@ -9,18 +9,46 @@
 from dateutil.relativedelta import relativedelta
 
 import StocksMA.utils as utils
-from StocksMA.exceptions import CompanyNotFoundException, MultipleCompaniesFoundException
+from StocksMA.constants import COMPANIES
+from StocksMA.exceptions import CompanyNotFoundException
 
 
-def get_tickers() -> None:
-    """Show available tickers with the full
-    name of the company
+T_ed = Union[str, None]
+
+
+def get_tickers(as_df: bool = False) -> Optional[pd.DataFrame]:
+    """Show available tickers with the full name of the company.
+
+    Args:
+        as_df :bool: When the input argument is True, the function will generate a DataFrame that includes
+               the list of available tickers along with the complete company name for each ticker.
+
+    Raises:
+        ValueError: The argument as_df must be a boolean value.
+
+    Returns:
+        Optional[pd.DataFrame]: A DataFrame that that includes the list of available tickers along with
+                                the complete company name for each ticker.
     """
-    for ticker, name in utils.COMPANIES.items():
-        print(ticker, "/", name[0])
+    if not isinstance(as_df, bool):
+        raise ValueError(
+            f"The argument as_df must be a boolean value of either True or False, but we received a value of type {type(as_df).__name__} instead."
+        )
+
+    if as_df:
+        return pd.DataFrame(
+            {
+                "Ticker": COMPANIES.keys(),
+                "Name": [info.name for info in COMPANIES.values()],
+            }
+        ).set_index("Ticker")
 
+    for ticker, info in COMPANIES.items():
+        print(ticker, "/", info.name)
+    return
 
-def get_isin(company: str) -> Tuple:
+
+def get_isin(company: str) -> Tuple[str, str]:
     """Get International Securities Identification Number (ISIN)
     of a given Moroccan company
 
@@ -28,49 +56,29 @@ def get_isin(company: str) -> Tuple:
         company (str): Company name or ticker symbol (e.g. 'maroc telecom', 'MNG')
 
     Raises:
-        ValueError: Company argument empty
-        CompanyNotFoundException: Company cannot be found
-        MultipleCompaniesFoundException: Found several companies with the same name
+        ValueError: Company argument is not a string.
+        CompanyNotFoundException: Company cannot be found.
 
     Returns:
         Tuple: (Company full name, Company ISIN)
     """
-    if not company:
-        raise ValueError("Company argument cannot be empty")
-
-    if company.upper() in utils.COMPANIES.keys():
-        company = utils.COMPANIES[company.upper()][1]
-    url = (
-        "https://www.leboursier.ma/api?method=searchStock&format=json&search=" + company
-    )
-    request_data = utils.get_request(url)
-    # r.encoding='utf-8-sig'
-    result = json.loads(request_data.content)["result"]
-    len_result = len(result)
-    if len_result == 0 or (len_result == 1 and len(result[0]["isin"]) == 0):
-        raise CompanyNotFoundException(
-            f"Company {company} cannot be found, use get_tickers() to get a list of available tickers"
-        )
-    elif len_result > 1:
-        names = [
-            n["name"]
-            for n in result
-            if n["name"] in [t[1] for t in utils.COMPANIES.values()]
-        ]
-        if company.upper() in map(str.upper, names) or len(names) == 1:
-            return result[0]["name"], result[0]["isin"]
-        else:
-            raise MultipleCompaniesFoundException(
-                f"Found several companies with the same name {company} \n {names}"
-            )
-    else:
-        return result[0]["name"], result[0]["isin"]
+    if not type(company) is str:
+        raise ValueError("Company argument must be of string data type")
 
+    for ticker, company_info in COMPANIES.items():
+        if (company.upper() == ticker.upper()) or (
+            company.upper() == company_info.name.upper()
+        ):
+            return company_info.name, company_info.isin
 
-T_ed = Union[str, None]
+    raise CompanyNotFoundException(
+        f"Company {company} cannot be found, use get_tickers() to get a list of available tickers"
+    )
 
 
-def get_data_stock(company: str, start_date: str, end_date: T_ed) -> pd.DataFrame:
+def get_data_stock(
+    company: str, start_date: str, end_date: T_ed
+) -> pd.DataFrame:
     """Get historical OHLCV data for a given symbol
     Args:
         company (str): Company name or ticker symbol(e.g. 'maroc telecom', 'MNG')
@@ -82,7 +90,7 @@ def get_data_stock(company: str, start_date: str, end_date: T_ed) -> pd.DataFram
     """
     name, isin = get_isin(company)
     url = (
-        "https://www.leboursier.ma/api?method=getStockOHLC&ISIN="
+        "https://medias24.com/content/api?method=getStockOHLC&ISIN="
         + isin
         + "&format=json"
     )
@@ -90,14 +98,17 @@ def get_data_stock(company: str, start_date: str, end_date: T_ed) -> pd.DataFram
     request_data = utils.get_request(url)
     data = json.loads(request_data.content)
     data = pd.DataFrame(
-        data["result"], columns=["Date", "Open", "High", "Low", "Close", "Volume"]
+        data["result"],
+        columns=["Date", "Open", "High", "Low", "Close", "Volume"],
     )
     data.index = pd.to_datetime(
         data.Date.apply(lambda x: datetime.fromtimestamp(x / 1000.0).date())
     )
     data = data.loc[lambda x: (start_date <= x.index) & (x.index <= end_date)]
     data.set_index(
-        pd.MultiIndex.from_product([[name], data.index], names=["Company", "Date"]),
+        pd.MultiIndex.from_product(
+            [[name], data.index], names=["Company", "Date"]
+        ),
         inplace=True,
     )
     data.drop(["Date"], axis=1, inplace=True)
@@ -129,13 +140,17 @@ def get_price_data(
 
     if datetime.strptime(end_date, "%Y-%m-%d") > today:
         raise ValueError(
-            "end_date is greater than {today}".format(today=today.strftime("%Y-%m-%d"))
+            "end_date is greater than {today}".format(
+                today=today.strftime("%Y-%m-%d")
+            )
         )
     if datetime.strptime(start_date, "%Y-%m-%d") < six_year_from_now:
         raise ValueError("start_date is limited to a maximum of six year")
 
     if isinstance(tickers, list):
-        dataframes: List = [get_data_stock(t, start_date, end_date) for t in tickers]
+        dataframes: List = [
+            get_data_stock(t, start_date, end_date) for t in tickers
+        ]
         return pd.concat(dataframes, sort=True)
     else:
         return get_data_stock(tickers, start_date, end_date)
@@ -156,7 +171,7 @@ def get_session_info(company: str) -> pd.DataFrame:
     else:
         isin = company
     url = (
-        "https://www.leboursier.ma/api?method=getStockInfo&ISIN="
+        "https://medias24.com/content/api?method=getStockInfo&ISIN="
         + isin
         + "&format=json"
     )
@@ -203,7 +218,7 @@ def get_data_intraday(company: str) -> pd.DataFrame:
         .replace("à", "")
     )
     url = (
-        "https://www.leboursier.ma/api?method=getStockIntraday&ISIN="
+        "https://medias24.com/content/api?method=getStockIntraday&ISIN="
         + isin
         + "&format=json"
     )
@@ -220,7 +235,7 @@ def get_data_intraday(company: str) -> pd.DataFrame:
         )
     ).rename("Datetime")
     data.drop("labels", axis=1, inplace=True)
-    data.columns = ['Price']
+    data.columns = ["Price"]
 
     return data
 
@@ -235,7 +250,7 @@ def get_ask_bid(company: str) -> pd.DataFrame:
         pd.DataFrame: Dataframe of ask bid data
     """
     _, isin = get_isin(company)
-    url = f"https://www.leboursier.ma/api?method=getBidAsk&ISIN={isin}&format=json"
+    url = f"https://medias24.com/content/api?method=getBidAsk&ISIN={isin}&format=json"
 
     request_data = utils.get_request(url)
     data = json.loads(request_data.content)["result"]["orderBook"]
@@ -278,14 +293,18 @@ def get_balance_sheet(company: str, frequency: str = "annual") -> pd.DataFrame:
     request_data = utils.get_request(url)
     soup = BeautifulSoup(request_data.text, "lxml")
 
-    data = soup.find_all("table", {"class": "table table--overflow align--right"})
+    data = soup.find_all(
+        "table", {"class": "table table--overflow align--right"}
+    )
 
     tab1 = pd.read_html(str(data))[0]
     tab2 = pd.read_html(str(data))[1]
     tab1["Item Item"] = tab1["Item Item"].apply(utils.remove_duplicates)
     tab2["Item Item"] = tab2["Item Item"].apply(utils.remove_duplicates)
     tab1.set_index(
-        pd.MultiIndex.from_product([["Assets"], tab1["Item Item"]], names=["", "Item"]),
+        pd.MultiIndex.from_product(
+            [["Assets"], tab1["Item Item"]], names=["", "Item"]
+        ),
         inplace=True,
     )
     tab1.drop(cols, axis=1, inplace=True)
@@ -303,7 +322,9 @@ def get_balance_sheet(company: str, frequency: str = "annual") -> pd.DataFrame:
 
 
 @utils.check_company_existence
-def get_income_statement(company: str, frequency: str = "annual") -> pd.DataFrame:
+def get_income_statement(
+    company: str, frequency: str = "annual"
+) -> pd.DataFrame:
     """Get income statement data of a given symbol
 
     Args:
@@ -335,7 +356,9 @@ def get_income_statement(company: str, frequency: str = "annual") -> pd.DataFram
     request_data = utils.get_request(url)
     soup = BeautifulSoup(request_data.text, "lxml")
 
-    data = soup.find_all("table", {"class": "table table--overflow align--right"})
+    data = soup.find_all(
+        "table", {"class": "table table--overflow align--right"}
+    )
 
     data = pd.read_html(str(data))[0]
     data["Item Item"] = data["Item Item"].apply(utils.remove_duplicates)
@@ -380,9 +403,15 @@ def get_cash_flow(company: str, frequency: str = "annual") -> pd.DataFrame:
     request_data = utils.get_request(url)
     soup = BeautifulSoup(request_data.text, "lxml")
 
-    data = soup.find_all("table", {"class": "table table--overflow align--right"})
+    data = soup.find_all(
+        "table", {"class": "table table--overflow align--right"}
+    )
     data = pd.read_html(str(data))
-    activ = ["Operating Activities", "Investing Activities", "Financing Activities"]
+    activ = [
+        "Operating Activities",
+        "Investing Activities",
+        "Financing Activities",
+    ]
     dataframes = []
     for i in range(3):
         tab = data[i]
@@ -411,14 +440,18 @@ def get_quote_table(company: str) -> pd.DataFrame:
     Returns:
         pd.DataFrame: Dataframe of data about the ticker
     """
-    url = f"https://www.marketwatch.com/investing/stock/{company}?countrycode=ma"
+    url = (
+        f"https://www.marketwatch.com/investing/stock/{company}?countrycode=ma"
+    )
 
     request_data = utils.get_request(url)
     soup = BeautifulSoup(request_data.text, "lxml")
     data = soup.find_all("li", {"class": "kv__item"})
     dataframe: Dict = {"Key Data": [], "Value": []}
     for li in data:
-        dataframe["Key Data"].append(li.find("small", {"class": "label"}).contents[0])
+        dataframe["Key Data"].append(
+            li.find("small", {"class": "label"}).contents[0]
+        )
         content = li.find("span", {"class": "primary"})
         if content is None:
             dataframe["Value"].append(np.nan)
@@ -456,12 +489,16 @@ def get_company_officers(company: str) -> pd.DataFrame:
         pd.DataFrame: Dataframe of names and roles of the officers
     """
     url = (
-        "https://www.wsj.com/market-data/quotes/MA/XCAS/" + company + "/company-people"
+        "https://www.wsj.com/market-data/quotes/MA/XCAS/"
+        + company
+        + "/company-people"
     )
 
     request_data = utils.get_request(url)
     soup = BeautifulSoup(request_data.text, "lxml")
-    data = soup.find_all("ul", {"class": "cr_data_collection cr_all_executives"})
+    data = soup.find_all(
+        "ul", {"class": "cr_data_collection cr_all_executives"}
+    )
     dataframe: Dict = {"Name": [], "Role": []}
     for i in data:
         div = i.find_all("div", {"class": "cr_data_field"})
@@ -508,146 +545,18 @@ def get_company_info(company: str) -> pd.DataFrame:
     tmp.append(div[1].find("span", {"class": "primary"}).contents[0])
     tmp.append(soup.find("p", {"class": "description__text"}).contents[0])
     dataframe = {
-        "Item": ["Name", "Address", "Phone", "Industry", "Sector", "Description"],
+        "Item": [
+            "Name",
+            "Address",
+            "Phone",
+            "Industry",
+            "Sector",
+            "Description",
+        ],
         "Value": tmp,
     }
     return pd.DataFrame(dataframe)
 
-
-def get_data_sectors() -> pd.DataFrame:
-    """Get price data of sectors
-
-    Returns:
-        pd.DataFrame: Dataframe of price data of sectors
-    """
-
-    url = "https://bourse.gbp.ma/bcp/indices"
-    request_data = utils.get_request(url)
-    soup = BeautifulSoup(request_data.text, "lxml")
-    data = soup.find_all(
-        "table",
-        {
-            "class": "table table-striped palmares table-condensed rwdTable streamingTable",
-            "id": "table1",
-        },
-    )
-
-    data = pd.read_html(str(data), thousands="'")[0]
-    data.drop(["Kurs", "Var (%)"], axis=1, inplace=True)
-    cols = ["Sector", "Date", "Close", "Open", "Low", "High"]
-    data.columns = cols
-    data.Date = pd.to_datetime(data.Date, format="%d.%m.%Y")
-
-    return data
-
-
-def get_sectors() -> None:
-    """Show available sectors"""
-    for sector in utils.SECTORS.keys():
-        print(sector)
-
-@utils.check_sector_existence
-def get_price_sector(sector: str, start_date: str, end_date: T_ed) -> pd.DataFrame:
-    """Get historical OHLC data for a given sector
-
-    Args:
-        sector (str): Sector name(e.g. 'BANQUES', 'boissons')
-        start_date (str): (YYYY-MM-DD) Starting date to pull data from, limited to a maximum of five year
-        end_date (T_ed): (YYYY-MM-DD) Ending date
-
-    Returns:
-        pd.DataFrame: Dataframe of historical OHLC data
-    """
-    num_sector = utils.SECTORS[sector]
-    url = (
-        "https://bourse.gbp.ma/bcp/api/series?lid="
-        + num_sector
-        + "&max=1250&mode=snap&period=1d&vt=yes"
-    )
-
-    request_data = utils.get_request(url)
-    data_j = json.loads(request_data.content)
-    data = pd.DataFrame(data_j["prices"])
-    data.columns = ["Date", "Close", "High", "Low", "Open"]
-    data.index = pd.to_datetime(
-        data.Date.apply(lambda x: datetime.fromtimestamp(x / 1000.0).date())
-    )
-    data = data.loc[lambda x: (start_date <= x.index) & (x.index <= end_date)]
-    data.set_index(
-        pd.MultiIndex.from_product(
-            [[data_j["name"]], data.index], names=["Sector", "Date"]
-        ),
-        inplace=True,
-    )
-    data.drop(["Date"], axis=1, inplace=True)
-
-    return data
-
-
-def get_data_sector(
-    sectors: Union[str, List[str]],
-    start_date: str,
-    end_date: T_ed = datetime.now().strftime("%Y-%m-%d"),
-) -> pd.DataFrame:
-    """Get historical OHLC data for a given sector(s)
-
-    Args:
-        sectors (Union[str, List[str]]): List or str of sectors names(e.g. ['hotel', 'PETROLE ET GAZ'] or 'BANQUES')
-        start_date (str): (YYYY-MM-DD) Starting date to pull data from, limited to a maximum of five years
-        end_date (T_ed, optional): (YYYY-MM-DD) Ending date. Defaults to the current local date
-
-    Raises:
-        ValueError: end_date is greater than today's date
-        ValueError: start_date is limited to a maximum of six year
-
-    Returns:
-        pd.DataFrame: Dataframe of historical OHLC data
-    """
-    today: datetime = datetime.now()
-    five_year_from_now: datetime = today - relativedelta(years=5)
-
-    if datetime.strptime(end_date, "%Y-%m-%d") > today:
-        raise ValueError(
-            "end_date is greater than {today}".format(today=today.strftime("%Y-%m-%d"))
-        )
-    if datetime.strptime(start_date, "%Y-%m-%d") < five_year_from_now:
-        raise ValueError("start_date is limited to a maximum of five year")
-
-    if isinstance(sectors, list):
-        dataframes: List = [get_price_sector(t, start_date, end_date) for t in sectors]
-        return pd.concat(dataframes, sort=True)
-    else:
-        return get_price_sector(sectors, start_date, end_date)
-
-@utils.check_sector_existence
-def get_sector_intraday(sector: str) -> pd.DataFrame:
-    """Get intraday price data of a given sector
-
-    Args:
-        sector (str): Sector name(e.g. 'BANQUES', 'boissons')
-
-    Returns:
-        pd.DataFrame: Dataframe of intraday price data
-    """
-    print(sector)
-    num_sector = utils.SECTORS[sector]
-    url = (
-        "https://bourse.gbp.ma/bcp/api/series/intraday?decorator=ajax&lid="
-        + num_sector
-        + "&mode=snap&period=1m&max=1254"
-    )
-
-    request_data = utils.get_request(url)
-    data_j = json.loads(request_data.content)['data']
-    data = pd.DataFrame(data_j, columns=['Datetime', 'Price'])
-    data.index = pd.to_datetime(
-        data.Datetime.apply(lambda x: datetime.fromtimestamp(x / 1000.0))
-    )
-
-    data.drop("Datetime", axis=1, inplace=True)
-
-    return data
-
 def get_best_performers() -> pd.DataFrame:
     """Get best performers for a given session
 
@@ -660,9 +569,9 @@ def get_best_performers() -> pd.DataFrame:
     )
     request_data = utils.get_request(url)
 
-    data_j = json.loads(request_data.content)['result']
+    data_j = json.loads(request_data.content)["result"]
     data = pd.DataFrame(data_j)
-    data.columns = ['Name', 'Price', 'Variation']
+    data.columns = ["Name", "Price", "Variation"]
 
     return data
 
@@ -673,13 +582,11 @@ def get_worst_performers() -> pd.DataFrame:
     Returns:
         pd.DataFrame: Dataframe of the worst performing indices, their current price, and their variation
     """
-    url = (
-        "https://medias24.com/content/api?method=getWorstPerformers&format=json"
-    )
+    url = "https://medias24.com/content/api?method=getWorstPerformers&format=json"
     request_data = utils.get_request(url)
 
-    data_j = json.loads(request_data.content)['result']
+    data_j = json.loads(request_data.content)["result"]
     data = pd.DataFrame(data_j)
-    data.columns = ['Name', 'Price', 'Variation']
+    data.columns = ["Name", "Price", "Variation"]
 
-    return data
\ No newline at end of file
+    return data
diff --git a/StocksMA/__init__.py b/StocksMA/__init__.py
index 6c239a0..f2833f5 100644
--- a/StocksMA/__init__.py
+++ b/StocksMA/__init__.py
@@ -1,2 +1,3 @@
 from .StocksMA import *
 from .utils import *
+from .constants import *
diff --git a/StocksMA/constants.py b/StocksMA/constants.py
new file mode 100644
index 0000000..310603c
--- /dev/null
+++ b/StocksMA/constants.py
@@ -0,0 +1,1315 @@
+from types import MappingProxyType
+from typing import NamedTuple
+
+
+class CompanyInfo(NamedTuple):
+    """Company information.
+
+    Attributes:
+        name (str): The name of the company.
+        other_name (str): An alternative name for the company.
+        isin (str): The International Securities Identification Number (ISIN) for the company.
+    """
+
+    name: str
+    other_name: str
+    isin: str
+
+
+COMPANIES = MappingProxyType(
+    {
+        "ADH": CompanyInfo(
+            name="Douja Promotion Groupe Addoha",
+            other_name="Addoha P",
+            isin="MA0000011512",
+        ),
+        "AFM": CompanyInfo(name="AFMA S.A.", other_name="AFMA P", isin="MA0000012296"),
+        "AFI": CompanyInfo(
+            name="Afric Industries S.A.", other_name="Afric Indus.", isin="MA0000012114"
+        ),
+        "GAZ": CompanyInfo(
+            name="Afriquia Gaz", other_name="Afriquia Gaz P", isin="MA0000010951"
+        ),
+        "AGM": CompanyInfo(name="Agma S.A.", other_name="Agma P", isin="MA0000010944"),
+        "ADI": CompanyInfo(
+            name="Alliances Developpement Immobilier S.A.",
+            other_name="Alliances P",
+            isin="MA0000011819",
+        ),
+        "ALM": CompanyInfo(
+            name="Aluminium du Maroc",
+            other_name="Aluminium Maroc P",
+            isin="MA0000010936",
+        ),
+        "ARD": CompanyInfo(
+            name="Aradei Capital", other_name="Aradei Capital", isin="MA0000012460"
+        ),
+        "ATL": CompanyInfo(
+            name="AtlantaSanad", other_name="ATLANTA P", isin="MA0000011710"
+        ),
+        "ATW": CompanyInfo(
+            name="Attijariwafa Bank",
+            other_name="Attijariwafa Bank",
+            isin="MA0000012445",
+        ),
+        "ATH": CompanyInfo(
+            name="Auto Hall S.A.", other_name="Auto Hall P", isin="MA0000010969"
+        ),
+        "NEJ": CompanyInfo(
+            name="Auto Nejma Maroc S.A.", other_name="Auto Nejma P", isin="MA0000011009"
+        ),
+        "BAL": CompanyInfo(
+            name="Societe Immobiliere Balima",
+            other_name="BALIMA P",
+            isin="MA0000011991",
+        ),
+        "BOA": CompanyInfo(
+            name="Bank of Africa", other_name="Bank Of Africa", isin="MA0000012437"
+        ),
+        "BCP": CompanyInfo(
+            name="Banque Centrale Populaire S.A.",
+            other_name="BCP P",
+            isin="MA0000011884",
+        ),
+        "BCI": CompanyInfo(
+            name="Banque Marocaine pour le Commerce et l'Industrie ",
+            other_name="BMCI P",
+            isin="MA0000010811",
+        ),
+        "CRS": CompanyInfo(
+            name="Cartier Saada S.A.", other_name="Cartier Saada P", isin="MA0000011868"
+        ),
+        "CDM": CompanyInfo(
+            name="Credit du Maroc", other_name="CDM P", isin="MA0000010381"
+        ),
+        "CDA": CompanyInfo(
+            name="Centrale Danone", other_name="Central.Danone P/N", isin="MA0000012049"
+        ),
+        "CIH": CompanyInfo(
+            name="Credit Immobilier et Hotelier",
+            other_name="CIH P",
+            isin="MA0000011454",
+        ),
+        "CMA": CompanyInfo(
+            name="Les Ciments du Maroc", other_name="Ciments Maroc", isin="MA0000010506"
+        ),
+        "CMT": CompanyInfo(
+            name="Compagnie Miniere de Touissit S.A.",
+            other_name="CMT",
+            isin="MA0000011793",
+        ),
+        "COL": CompanyInfo(
+            name="Colorado S.A.", other_name="Colorado P", isin="MA0000011934"
+        ),
+        "CSR": CompanyInfo(name="Cosumar", other_name="COSUMAR", isin="MA0000012247"),
+        "CTM": CompanyInfo(
+            name="Compagnie de Transports au Maroc S.A.",
+            other_name="CTM P",
+            isin="MA0000010340",
+        ),
+        "DRI": CompanyInfo(
+            name="DARI COUSPATE", other_name="DARI COUSPATE", isin="MA0000011421"
+        ),
+        "DLM": CompanyInfo(
+            name="Delattre Levivier Maroc S.A.",
+            other_name="Delattre Lev. P",
+            isin="MA0000011777",
+        ),
+        "DHO": CompanyInfo(
+            name="Delta Holding S.A.", other_name="Delta Holding P", isin="MA0000011850"
+        ),
+        "DIS": CompanyInfo(
+            name="DIAC SALAF", other_name="DIAC SALAF", isin="MA0000010639"
+        ),
+        "DWY": CompanyInfo(
+            name="Disway S.A.", other_name="DISWAY P", isin="MA0000011637"
+        ),
+        "NKL": CompanyInfo(
+            name="Ennakl Automobiles", other_name="Ennakl N", isin="MA0000011942"
+        ),
+        "EQD": CompanyInfo(
+            name="Societe d'Equipement Domestique et Menager S.A. ",
+            other_name="EQDOM P",
+            isin="MA0000010357",
+        ),
+        "FBR": CompanyInfo(
+            name="Fenie Brossette S.A.",
+            other_name="FENIE BROSSETTE P",
+            isin="MA0000011587",
+        ),
+        "HPS": CompanyInfo(
+            name="Hightech Payment Systems S.A.",
+            other_name="HPS P",
+            isin="MA0000011611",
+        ),
+        "IBC": CompanyInfo(
+            name="IB Maroc.com S.A.", other_name="IBMaroc.com P", isin="MA0000011132"
+        ),
+        "IMO": CompanyInfo(
+            name="Immorente Invest S.A.",
+            other_name="Immr Invest P",
+            isin="MA0000012387",
+        ),
+        "INV": CompanyInfo(name="Involys", other_name="INVOLYS P", isin="MA0000011579"),
+        "JET": CompanyInfo(
+            name="Jet Contractors S.A.",
+            other_name="Jet Contractors P",
+            isin="MA0000012080",
+        ),
+        "LBV": CompanyInfo(
+            name="Label Vie", other_name="LABEL VIE P", isin="MA0000011801"
+        ),
+        "LHM": CompanyInfo(
+            name="LafargeHolcim Maroc",
+            other_name="LafargeHolcim P",
+            isin="MA0000012320",
+        ),
+        "LES": CompanyInfo(
+            name="Lesieur Cristal S.A.",
+            other_name="Lesieur Cristal",
+            isin="MA0000012031",
+        ),
+        "M2M": CompanyInfo(
+            name="m2m group S.A.", other_name="M2M Group P", isin="MA0000011678"
+        ),
+        "MOX": CompanyInfo(
+            name="Maghreb Oxygene", other_name="Maghreb Oxygene P", isin="MA0000010985"
+        ),
+        "MAB": CompanyInfo(
+            name="Maghrebail", other_name="Maghrebail P", isin="MA0000011215"
+        ),
+        "MNG": CompanyInfo(name="Managem", other_name="Managem P", isin="MA0000011058"),
+        "MLE": CompanyInfo(
+            name="Maroc Leasing S.A.", other_name="Maroc Leasing N", isin="MA0000010035"
+        ),
+        "IAM": CompanyInfo(
+            name="Maroc Telecom", other_name="Maroc Telecom", isin="MA0000011488"
+        ),
+        "MDP": CompanyInfo(
+            name="Med Paper S.A.", other_name="Med Paper P", isin="MA0000011447"
+        ),
+        "MIC": CompanyInfo(
+            name="Microdata S.A.R.L.", other_name="Microdata N", isin="MA0000012163"
+        ),
+        "MUT": CompanyInfo(
+            name="Mutandis SCA", other_name="Mutandis Br", isin="MA0000012395"
+        ),
+        "OUL": CompanyInfo(name="OULMES", other_name="OULMES", isin="MA0000010415"),
+        "PRO": CompanyInfo(
+            name="Promopharm S.A.", other_name="PROMOPHARM", isin="MA0000011660"
+        ),
+        "REB": CompanyInfo(
+            name="REBAB COMPANY", other_name="REBAB COMPANY", isin="MA0000010993"
+        ),
+        "RDS": CompanyInfo(
+            name="Residences Dar Saada S.A.",
+            other_name="Resid Dar Saada P",
+            isin="MA0000012239",
+        ),
+        "S2M": CompanyInfo(
+            name="Societe Maghrebine de Monetique",
+            other_name="S2M P",
+            isin="MA0000012106",
+        ),
+        "SAH": CompanyInfo(
+            name="Saham Assurance S.A.",
+            other_name="Saham Assurance N",
+            isin="MA0000012007",
+        ),
+        "SLF": CompanyInfo(name="Salafin", other_name="SALAFIN P", isin="MA0000011744"),
+        "SAM": CompanyInfo(name="SAMIR", other_name="SAMIR", isin="MA0000010803"),
+        "SMI": CompanyInfo(
+            name="Societe Metallurgique d'Imiter ",
+            other_name="SMI P",
+            isin="MA0000010068",
+        ),
+        "SNA": CompanyInfo(
+            name="Stokvis Nord Afrique", other_name="SNA P", isin="MA0000011843"
+        ),
+        "SNP": CompanyInfo(
+            name="Societe Nationale d'Electrolyse et de Petrochimie ",
+            other_name="SNEP P",
+            isin="MA0000011728",
+        ),
+        "MSA": CompanyInfo(
+            name="SODEP-Marsa Maroc", other_name="SODEP P", isin="MA0000012312"
+        ),
+        "SID": CompanyInfo(
+            name="Societe Nationale de Siderurgie S.A.",
+            other_name="Sonasid P",
+            isin="MA0000010019",
+        ),
+        "SOT": CompanyInfo(name="Sothema", other_name="SOTHEMA", isin="MA0000012502"),
+        "SRM": CompanyInfo(
+            name="Societe de Realisations Mecaniques",
+            other_name="SRM P",
+            isin="MA0000011595",
+        ),
+        "SBM": CompanyInfo(
+            name="Societe des Boissons du Maroc",
+            other_name="Ste Boissons P",
+            isin="MA0000010365",
+        ),
+        "STR": CompanyInfo(
+            name="STROC Industrie S.A.",
+            other_name="STROC Indus. P",
+            isin="MA0000012056",
+        ),
+        "TQM": CompanyInfo(
+            name="Taqa Morocco", other_name="TAQA Morocco P", isin="MA0000012205"
+        ),
+        "TIM": CompanyInfo(
+            name="TIMAR S.A.", other_name="Timar P", isin="MA0000011686"
+        ),
+        "TMA": CompanyInfo(
+            name="TotalEnergies Marketing Maroc",
+            other_name="Total Maroc P",
+            isin="MA0000012262",
+        ),
+        "UMR": CompanyInfo(name="UNIMER", other_name="UNIMER", isin="MA0000012023"),
+        "WAA": CompanyInfo(
+            name="Wafa Assurance S.A.", other_name="Wafa Assur P", isin="MA0000010928"
+        ),
+        "ZDJ": CompanyInfo(
+            name="Zellidja S.A.", other_name="Zellidja P", isin="MA0000010571"
+        ),
+        "AKT": CompanyInfo(name="AKDITAL", other_name="aktidal", isin="MA0000012585"),
+        "DYT": CompanyInfo(
+            name="DISTY TECHNOLOGIES",
+            other_name="disty technolog p",
+            isin="MA0000012536",
+        ),
+        "TGC": CompanyInfo(name="TGCC S.A", other_name="TGCC P", isin="MA0000012528"),
+        "RIS": CompanyInfo(name="RISMA", other_name="RISMA", isin="MA0000011462"),
+    }
+)
+
+
+SECTORS = {
+    "AGROALIMENTAIRE/PRO": "1356458%2C102%2C608",
+    "ASSURANCES": "1356466%2C102%2C608",
+    "BANQUES": "1356464%2C102%2C608",
+    "BATIMENT & MATERIAU": "1356394%2C102%2C608",
+    "BOISSONS": "1356457%2C102%2C608",
+    "CHIMIE": "1356391%2C102%2C608",
+    "DISTRIBUTEURS": "1356461%2C102%2C608",
+    "EQUIPEMENTS EL & EL": "1356399%2C102%2C608",
+    "IMMOBILIER": "1356469%2C102%2C608",
+    "INDICE MADEX": "1356356%2C102%2C608",
+    "INDICE MASI": "1356351%2C102%2C608",
+    "INDUSTRIE PHARMACEU": "2245830%2C102%2C608",
+    "INGENIERIES & BEIND": "10896131%2C102%2C608",
+    "LOISIRS ET HOTELS": "2792496%2C102%2C608",
+    "MAT LOG & SVC INFOR": "1356472%2C102%2C608",
+    "MINES": "1356386%2C102%2C608",
+    "PETROLE ET GAZ": "1356388%2C102%2C608",
+    "SERVICES AUX COLLEC": "2245852%2C102%2C608",
+    "SOC FINAN & ACT FIN": "1356470%2C102%2C608",
+    "SOCIETES PORT HOL": "1356467%2C102%2C608",
+    "SYLVICULTURE & PAP": "1356396%2C102%2C608",
+    "TELECOMMUNICATIONS": "2245821%2C102%2C608",
+    "TRANSPORTS": "1356463%2C102%2C608",
+}
+
+
+USER_AGENTS = [
+    "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Ubuntu Chromium/37.0.2062.94 Chrome/37.0.2062.94 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:40.0) Gecko/20100101 Firefox/40.0",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/600.8.9 (KHTML, like Gecko) Version/8.0.8 Safari/600.8.9",
+    "Mozilla/5.0 (iPad; CPU OS 8_4_1 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) Version/8.0 Mobile/12H321 Safari/600.1.4",
+    "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.135 Safari/537.36 Edge/12.10240",
+    "Mozilla/5.0 (Windows NT 6.3; WOW64; rv:40.0) Gecko/20100101 Firefox/40.0",
+    "Mozilla/5.0 (Windows NT 6.3; WOW64; Trident/7.0; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1; Trident/7.0; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 10.0; WOW64; rv:40.0) Gecko/20100101 Firefox/40.0",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_4) AppleWebKit/600.7.12 (KHTML, like Gecko) Version/8.0.7 Safari/600.7.12",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.10; rv:40.0) Gecko/20100101 Firefox/40.0",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_5) AppleWebKit/600.8.9 (KHTML, like Gecko) Version/7.1.8 Safari/537.85.17",
+    "Mozilla/5.0 (iPad; CPU OS 8_4 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) Version/8.0 Mobile/12H143 Safari/600.1.4",
+    "Mozilla/5.0 (iPad; CPU OS 8_3 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) Version/8.0 Mobile/12F69 Safari/600.1.4",
+    "Mozilla/5.0 (Windows NT 6.1; rv:40.0) Gecko/20100101 Firefox/40.0",
+    "Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; WOW64; Trident/6.0)",
+    "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)",
+    "Mozilla/5.0 (Windows NT 6.3; WOW64; Trident/7.0; Touch; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 5.1; rv:40.0) Gecko/20100101 Firefox/40.0",
+    "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_3) AppleWebKit/600.6.3 (KHTML, like Gecko) Version/8.0.6 Safari/600.6.3",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_3) AppleWebKit/600.5.17 (KHTML, like Gecko) Version/8.0.5 Safari/600.5.17",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:38.0) Gecko/20100101 Firefox/38.0",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.157 Safari/537.36",
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+    "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_3 like Mac OS X) AppleWebKit/536.26 (KHTML, like Gecko) Version/6.0 Mobile/10B329 Safari/8536.25",
+    "Mozilla/5.0 (Windows NT 10.0; WOW64; Trident/7.0; MAARJS; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.6; rv:36.0) Gecko/20100101 Firefox/36.0",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.155 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.3; WOW64; rv:34.0) Gecko/20100101 Firefox/34.0",
+    "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; )",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.132 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.3; Win64; x64; Trident/7.0; Touch; MASAJS; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 10.0; WOW64; Trident/7.0; Touch; MAARJS; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2272.101 Safari/537.36",
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+    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.135 BIDUBrowser/7.6 Safari/537.36",
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+    "Mozilla/5.0 (Windows NT 10.0; WOW64; Trident/7.0; MASMJS; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 10.0; Trident/7.0; Touch; rv:11.0) like Gecko",
+    "Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET4.0C; .NET4.0E; 360SE)",
+    "Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; InfoPath.3; .NET4.0C; .NET4.0E; MS-RTC LM 8)",
+    "Mozilla/5.0 (Windows NT 6.3; WOW64; Trident/7.0; Touch; MAGWJS; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Linux; Android 5.1.1; SAMSUNG SM-G925T Build/LMY47X) AppleWebKit/537.36 (KHTML, like Gecko) SamsungBrowser/3.2 Chrome/38.0.2125.102 Mobile Safari/537.36",
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+    "Mozilla/5.0 (X11; Linux i686; rv:24.0) Gecko/20100101 Firefox/24.0 DejaClick/2.5.0.11",
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+    "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/38.0.2125.122 Safari/537.36 SE 2.X MetaSr 1.0",
+    "Mozilla/5.0 (Linux; Android 4.4.3; KFARWI Build/KTU84M) AppleWebKit/537.36 (KHTML, like Gecko) Silk/44.1.81 like Chrome/44.0.2403.128 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.125 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/33.0.1750.117 Safari/537.36",
+    "Mozilla/5.0 (iPad; CPU OS 8_1_3 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) GSA/8.0.57838 Mobile/12B466 Safari/600.1.4",
+    "Mozilla/5.0 (Unknown; Linux i686) AppleWebKit/534.34 (KHTML, like Gecko) Chrome/20.0.1132.57 Safari/534.34",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; NP08; MAAU; NP08; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Linux; Android 4.4.2; LG-V410 Build/KOT49I.V41010d) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.84 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/38.0.2125.122 Safari/537.36 SE 2.X MetaSr 1.0",
+    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/7.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E; InfoPath.3)",
+    "Mozilla/5.0 (Windows NT 6.1; rv:28.0) Gecko/20100101 Firefox/28.0",
+    "Mozilla/5.0 (X11; CrOS x86_64 6946.70.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.132 Safari/537.36",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.124 Safari/537.36",
+    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/6.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.3; .NET4.0C; .NET4.0E)",
+    "Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:33.0) Gecko/20100101 Firefox/33.0",
+    "Mozilla/5.0 (iPod touch; CPU iPhone OS 8_4_1 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) Version/8.0 Mobile/12H321 Safari/600.1.4",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:38.0) Gecko/20100101 IceDragon/38.0.5 Firefox/38.0.5",
+    "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.152 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; managedpc; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/34.0.1847.116 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 10.0; WOW64; Trident/7.0; Touch; MASMJS; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/38.0.2125.111 Safari/537.36",
+    "Mozilla/5.0 (Linux; U; Android 4.0.3; en-ca; KFOT Build/IML74K) AppleWebKit/537.36 (KHTML, like Gecko) Silk/3.68 like Chrome/39.0.2171.93 Safari/537.36",
+    "Mozilla/5.0 (Linux; Android 4.2.2; Le Pan TC802A Build/JDQ39) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.84 Safari/537.36",
+    "Mozilla/5.0 (iPad; CPU OS 7_1_2 like Mac OS X) AppleWebKit/537.51.2 (KHTML, like Gecko) GSA/6.0.51363 Mobile/11D257 Safari/9537.53",
+    "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.152 Safari/537.36 LBBROWSER",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.8; rv:37.0) Gecko/20100101 Firefox/37.0",
+    "Mozilla/5.0 (Windows NT 6.2; ARM; Trident/7.0; Touch; rv:11.0; WPDesktop; Lumia 1520) like Gecko",
+    "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.65 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:42.0) Gecko/20100101 Firefox/42.0",
+    "Mozilla/5.0 (iPhone; CPU iPhone OS 7_0_6 like Mac OS X) AppleWebKit/537.51.1 (KHTML, like Gecko) Version/7.0 Mobile/11B651 Safari/9537.53",
+    "Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.2; .NET4.0C; .NET4.0E)",
+    "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET4.0C; .NET4.0E; 360SE)",
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+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_6_8) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.125 Safari/537.36",
+    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.3; .NET4.0C; .NET4.0E)",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.9; rv:34.0) Gecko/20100101 Firefox/34.0",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/32.0.1700.76 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2272.87 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; PRU_IE; rv:11.0) like Gecko",
+    "Mozilla/5.0 (X11; Linux i686) AppleWebKit/537.36 (KHTML, like Gecko) Ubuntu Chromium/37.0.2062.120 Chrome/37.0.2062.120 Safari/537.36",
+    "Mozilla/5.0 (iPad; CPU OS 8_4_1 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) Mobile/12H321 [FBAN/FBIOS;FBAV/38.0.0.6.79;FBBV/14316658;FBDV/iPad4,1;FBMD/iPad;FBSN/iPhone OS;FBSV/8.4.1;FBSS/2; FBCR/;FBID/tablet;FBLC/en_US;FBOP/1]",
+    "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.155 Safari/537.36 OPR/31.0.1889.174",
+    "Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; NP02; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/40.0.2214.111 Safari/537.36",
+    "Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; Win64; x64; Trident/4.0; .NET CLR 2.0.50727; SLCC2; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E)",
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+    "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/40.0.2214.115 Safari/537.36",
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+    "Mozilla/5.0 (Windows NT 6.3; Win64; x64; Trident/7.0; Touch; MASMJS; rv:11.0) like Gecko",
+    "Mozilla/5.0 (compatible; MSIE 10.0; AOL 9.7; AOLBuild 4343.1028; Windows NT 6.1; WOW64; Trident/7.0)",
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+    "Mozilla/5.0 (Windows NT 6.3; Trident/7.0; Touch; TNJB; rv:11.0) like Gecko",
+    "Mozilla/5.0 (iPad; CPU OS 8_1_3 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) Mobile/12B466",
+    "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; Active Content Browser)",
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+    "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.124 Safari/537.36",
+    "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/6.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E; InfoPath.3)",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.81 Safari/537.36",
+    "Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.2; Win64; x64; Trident/6.0; WebView/1.0)",
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+    "Mozilla/5.0 (iPad; U; CPU OS 5_0 like Mac OS X) AppleWebKit/534.46 (KHTML, like Gecko) Version/5.1 Mobile/9A334 Safari/7534.48.3",
+    "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.135 Safari/537.36",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.130 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) coc_coc_browser/50.0.125 Chrome/44.0.2403.125 Safari/537.36",
+    "Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; WOW64; Trident/6.0; SLCC2; .NET CLR 2.0.50727; .NET4.0C; .NET4.0E)",
+    "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.124 Safari/537.36",
+    "Mozilla/5.0 (Windows NT 6.3; Win64; x64; Trident/7.0; MAARJS; rv:11.0) like Gecko",
+    "Mozilla/5.0 (Linux; Android 5.0; SAMSUNG SM-N900T Build/LRX21V) AppleWebKit/537.36 (KHTML, like Gecko) SamsungBrowser/2.1 Chrome/34.0.1847.76 Mobile Safari/537.36",
+    "Mozilla/5.0 (iPhone; CPU iPhone OS 8_4 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) GSA/7.0.55539 Mobile/12H143 Safari/600.1.4",
+]
diff --git a/StocksMA/utils.py b/StocksMA/utils.py
index 97437e9..6649519 100644
--- a/StocksMA/utils.py
+++ b/StocksMA/utils.py
@@ -3,1107 +3,11 @@
 
 import requests
 
-from StocksMA.exceptions import CompanyNotFoundException, SectorNotFoundException
-
-SECTORS = {
-    "AGROALIMENTAIRE/PRO": "1356458%2C102%2C608",
-    "ASSURANCES": "1356466%2C102%2C608",
-    "BANQUES": "1356464%2C102%2C608",
-    "BATIMENT & MATERIAU": "1356394%2C102%2C608",
-    "BOISSONS": "1356457%2C102%2C608",
-    "CHIMIE": "1356391%2C102%2C608",
-    "DISTRIBUTEURS": "1356461%2C102%2C608",
-    "EQUIPEMENTS EL & EL": "1356399%2C102%2C608",
-    "IMMOBILIER": "1356469%2C102%2C608",
-    "INDICE MADEX": "1356356%2C102%2C608",
-    "INDICE MASI": "1356351%2C102%2C608",
-    "INDUSTRIE PHARMACEU": "2245830%2C102%2C608",
-    "INGENIERIES & BEIND": "10896131%2C102%2C608",
-    "LOISIRS ET HOTELS": "2792496%2C102%2C608",
-    "MAT LOG & SVC INFOR": "1356472%2C102%2C608",
-    "MINES": "1356386%2C102%2C608",
-    "PETROLE ET GAZ": "1356388%2C102%2C608",
-    "SERVICES AUX COLLEC": "2245852%2C102%2C608",
-    "SOC FINAN & ACT FIN": "1356470%2C102%2C608",
-    "SOCIETES PORT HOL": "1356467%2C102%2C608",
-    "SYLVICULTURE & PAP": "1356396%2C102%2C608",
-    "TELECOMMUNICATIONS": "2245821%2C102%2C608",
-    "TRANSPORTS": "1356463%2C102%2C608",
-}
-
-COMPANIES = {
-    "ADH": ["Douja Promotion Groupe Addoha", "Addoha P"],
-    "ADI": ["Alliances Developpement Immobilier S.A.", "Alliances P"],
-    "AFI": ["Afric Industries S.A.", "Afric Indus."],
-    "AFM": ["AFMA S.A.", "AFMA P"],
-    "AGM": ["Agma S.A.", "Agma P"],
-    "ALM": ["Aluminium du Maroc", "Aluminium Maroc P"],
-    "ARD": ["Aradei Capital", "Aradei Capital"],
-    "ATH": ["Auto Hall S.A.", "Auto Hall P"],
-    "ATL": ["AtlantaSanad", "ATLANTA P"],
-    "ATW": ["Attijariwafa Bank", "Attijariwafa Bank"],
-    "BAL": ["Societe Immobiliere Balima", "BALIMA P"],
-    "BCI": ["Banque Marocaine pour le Commerce et l'Industrie ", "BMCI P"],
-    "BCP": ["Banque Centrale Populaire S.A.", "BCP P"],
-    "BOA": ["Bank of Africa", "Bank Of Africa"],
-    "CDA": ["Centrale Danone", "Central.Danone P/N"],
-    "CDM": ["Credit du Maroc", "CDM P"],
-    "CIH": ["Credit Immobilier et Hotelier", "CIH P"],
-    "CMA": ["Les Ciments du Maroc", "Ciments Maroc"],
-    "CMT": ["Compagnie Miniere de Touissit S.A.", "CMT"],
-    "COL": ["Colorado S.A.", "Colorado P"],
-    "CRS": ["Cartier Saada S.A.", "Cartier Saada P"],
-    "CSR": ["Cosumar", "COSUMAR"],
-    "CTM": ["Compagnie de Transports au Maroc S.A.", "CTM P"],
-    "DHO": ["Delta Holding S.A.", "Delta Holding P"],
-    "DLM": ["Delattre Levivier Maroc S.A.", "Delattre Lev. P"],
-    "DWY": ["Disway S.A.", "DISWAY P"],
-    "EQD": ["Societe d'Equipement Domestique et Menager S.A. ", "EQDOM P"],
-    "FBR": ["Fenie Brossette S.A.", "FENIE BROSSETTE P"],
-    "GAZ": ["Afriquia Gaz", "Afriquia Gaz P"],
-    "HPS": ["Hightech Payment Systems S.A.", "HPS P"],
-    "IAM": ["Maroc Telecom", "Maroc Telecom"],
-    "IBC": ["IB Maroc.com S.A.", "IBMaroc.com P"],
-    "IMO": ["Immorente Invest S.A.", "Immr Invest P"],
-    "INV": ["Involys", "INVOLYS P"],
-    "JET": ["Jet Contractors S.A.", "Jet Contractors P"],
-    "LBV": ["Label Vie", "LABEL VIE P"],
-    "LES": ["Lesieur Cristal S.A.", "Lesieur Cristal"],
-    "LHM": ["LafargeHolcim Maroc", "LafargeHolcim P"],
-    "M2M": ["m2m group S.A.", "M2M Group P"],
-    "MAB": ["Maghrebail", "Maghrebail P"],
-    "MDP": ["Med Paper S.A.", "Med Paper P"],
-    "MIC": ["Microdata S.A.R.L.", "Microdata N"],
-    "MLE": ["Maroc Leasing S.A.", "Maroc Leasing N"],
-    "MNG": ["Managem", "Managem P"],
-    "MOX": ["Maghreb Oxygene", "Maghreb Oxygene P"],
-    "MSA": ["SODEP-Marsa Maroc", "SODEP P"],
-    "MUT": ["Mutandis SCA", "Mutandis Br"],
-    "NEJ": ["Auto Nejma Maroc S.A.", "Auto Nejma P"],
-    "NKL": ["Ennakl Automobiles", "Ennakl N"],
-    "PRO": ["Promopharm S.A.", "PROMOPHARM"],
-    "RDS": ["Residences Dar Saada S.A.", "Resid Dar Saada P"],
-    "RIS": ["Risma", "Risma P"],
-    "S2M": ["Societe Maghrebine de Monetique", "S2M P"],
-    "SAH": ["Saham Assurance S.A.", "Saham Assurance N"],
-    "SBM": ["Societe des Boissons du Maroc", "Ste Boissons P"],
-    "SID": ["Societe Nationale de Siderurgie S.A.", "Sonasid P"],
-    "SLF": ["Salafin", "SALAFIN P"],
-    "SMI": ["Societe Metallurgique d'Imiter ", "SMI P"],
-    "SNA": ["Stokvis Nord Afrique", "SNA P"],
-    "SNP": ["Societe Nationale d'Electrolyse et de Petrochimie ", "SNEP P"],
-    "SOT": ["Sothema", "SOTHEMA"],
-    "SRM": ["Societe de Realisations Mecaniques", "SRM P"],
-    "STR": ["STROC Industrie S.A.", "STROC Indus. P"],
-    "TGC": ["Travaux Generaux de Construction de Casablanca S.A.", "TGCC"],
-    "TIM": ["TIMAR S.A.", "Timar P"],
-    "TMA": ["TotalEnergies Marketing Maroc", "Total Maroc P"],
-    "TQM": ["Taqa Morocco", "TAQA Morocco P"],
-    "WAA": ["Wafa Assurance S.A.", "Wafa Assur P"],
-    "ZDJ": ["Zellidja S.A.", "Zellidja P"],
-}
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-    "Mozilla/5.0 (Windows NT 6.3; Win64; x64; Trident/7.0; MAARJS; rv:11.0) like Gecko",
-    "Mozilla/5.0 (Linux; Android 5.0; SAMSUNG SM-N900T Build/LRX21V) AppleWebKit/537.36 (KHTML, like Gecko) SamsungBrowser/2.1 Chrome/34.0.1847.76 Mobile Safari/537.36",
-    "Mozilla/5.0 (iPhone; CPU iPhone OS 8_4 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) GSA/7.0.55539 Mobile/12H143 Safari/600.1.4",
-]
+from StocksMA.exceptions import (
+    CompanyNotFoundException,
+    SectorNotFoundException,
+)
+from StocksMA.constants import SECTORS, USER_AGENTS, COMPANIES
 
 
 def rand_agent() -> str:
@@ -1154,32 +58,13 @@ def check_company_existence(func):
     @wraps(func)
     def wrapper(*args, **kwargs):
         company = args[0]
-        if not isinstance(company, str) or company.upper() not in COMPANIES.keys():
+        if (
+            not isinstance(company, str)
+            or company.upper() not in COMPANIES.keys()
+        ):
             raise CompanyNotFoundException(
                 f"Ticker {company} is not found, use get_tickers() to get a list of available tickers"
             )
         return func(*args, **kwargs)
 
-    return wrapper
-
-
-def check_sector_existence(func):
-    """
-    This decorator is used to check if the sector is in the list of sectors
-    Should be used with functions that take a sector as **first** argument
-
-    Raises:
-        SectorNotFoundException: The exception is raised when the sector is not found in the SECTORS dict.
-    """
-
-    @wraps(func)
-    def wrapper(*args, **kwargs):
-        sector = args[0]
-        try:
-            sector = list(filter(lambda s: sector.upper() in s, SECTORS.keys()))[0]
-            return func(sector, **kwargs)
-        except IndexError:
-            raise SectorNotFoundException(f"Sector {sector} cannot be found, use get_sectors() to get a list of available sectors")
-        
-
     return wrapper
\ No newline at end of file


Test patch:
diff --git a/tests/test_consts.py b/tests/test_consts.py
new file mode 100644
index 0000000..c7e4e90
--- /dev/null
+++ b/tests/test_consts.py
@@ -0,0 +1,85 @@
+from types import MappingProxyType
+
+import pytest
+
+from StocksMA.constants import COMPANIES, CompanyInfo
+from StocksMA import get_isin
+from StocksMA.exceptions import CompanyNotFoundException
+
+
+class TestCompaniesConst:
+    def test_company_info_struct(self):
+        assert CompanyInfo._fields == ("name", "other_name", "isin")
+
+    def test_companies_const_type(self):
+        assert isinstance(COMPANIES,  MappingProxyType)
+
+    def test_read_only_access_to_companies_const(self):
+        with pytest.raises(TypeError):
+            COMPANIES["StocksMA"] = CompanyInfo("X", "Y", "Z")
+
+    @pytest.mark.parametrize("ticker", COMPANIES.keys())
+    def test_companies_const_keys_type(self, ticker):
+        assert isinstance(ticker,  str)
+
+    @pytest.mark.parametrize("company_info", COMPANIES.values())
+    def test_companies_const_values_type(self, company_info):
+        assert isinstance(company_info, CompanyInfo)
+
+    @pytest.mark.parametrize("company_info", COMPANIES.values())
+    def test_companies_info_values_type(self, company_info):
+        assert isinstance(company_info.name, str)
+        assert isinstance(company_info.other_name, str)
+        assert isinstance(company_info.isin, str)
+
+    def test_isin_uniqueness(self):
+        isins = [info.isin for info in COMPANIES.values()]
+        assert len(set(isins)) == len(isins)
+
+    @pytest.mark.parametrize(
+        "isin", [info.isin for info in COMPANIES.values()]
+    )
+    def test_isin_validity(self, isin):
+        assert len(isin) == 12
+        assert isin.startswith("MA")
+        assert isin[2:].isdigit()
+
+    def test_company_name_uniqueness(self):
+        names = [info.name for info in COMPANIES.values()]
+        assert len(set(names)) == len(names)
+
+    def test_other_name_uniqueness(self):
+        other_names = [info.other_name for info in COMPANIES.values()]
+        assert len(set(other_names)) == len(other_names)
+
+class TestGetISIN:
+    @pytest.mark.parametrize("company", [10, 12.2, object])
+    def test_get_isin_iputs_validity(self, company):
+        with pytest.raises(ValueError):
+            get_isin(company)
+
+
+    @pytest.mark.parametrize("company", ["StocksMA", "AAA", "_BAM"])
+    def test_get_isin_company_not_found_excp(self, company):
+        with pytest.raises(CompanyNotFoundException):
+            get_isin(company)
+
+    @pytest.mark.parametrize(
+        ["company", "expected_isin"],
+        [(info.name, info.isin) for info in COMPANIES.values()]
+        )
+    def test_isin_on_all_availble_company_names(self, company, expected_isin):
+        name, isin = get_isin(company)
+
+        assert name.upper() == company.upper()
+        assert isin == expected_isin
+
+
+    @pytest.mark.parametrize(
+        ["ticker", "expected_isin"],
+        [(ticker, info.isin) for ticker, info in COMPANIES.items()]
+        )
+    def test_isin_on_all_availble_tickers(self, ticker, expected_isin):
+        _, isin = get_isin(ticker)
+
+        assert isin == expected_isin
diff --git a/tests/test_functions.py b/tests/test_functions.py
index 91847a0..7451f1c 100644
--- a/tests/test_functions.py
+++ b/tests/test_functions.py
@@ -3,46 +3,6 @@
 import StocksMA.StocksMA as stm
 
 
-@pytest.mark.parametrize(
-    "company",
-    [
-        "CIH",
-        "maroc telecom",
-        "involys",
-        "total",
-        "telecom",
-        "label",
-        "central",
-        "sothema",
-        "MNG",
-        "salaf",
-        "CIH",
-        "Auto Nejma",
-    ],
-)
-def test_get_isin_company(company) -> None:
-    obj = stm.get_isin(company)
-    assert len(obj[1]) != 0
-    assert isinstance(obj, tuple)
-
-
-@pytest.mark.parametrize(
-    "not_company",
-    [
-        "",
-        "123",
-        "aaaaa",
-        "bank",
-        "maroc",
-        "agricol",
-        "centrale",
-    ],
-)
-@pytest.mark.xfail(raises=Exception)
-def test_get_isin_not_company(not_company) -> None:
-    stm.get_isin(not_company)
-
-
 def test_get_market_status() -> None:
     stat = stm.get_market_status()
     assert isinstance(stat, str)