Im trying to run this cell:

import sys
import os
sys.path.append(os.path.abspath('..'))
import pandas as pd
from src.data_collector import fetch_historical_data

symbols = ['AAPL', 'MSFT', 'GOOGL']
historical_data = fetch_historical_data(symbols, '2023-01-01', '2024-01-01')
for symbol, df in historical_data.items():
df.to_csv(f'C:path/{symbol.lower()}.csv', index=False)

And I’m getting this error:

HTTPError                                 Traceback (most recent call last)Cell In[2], line 85 from src.data_collector import fetch_historical_data7 symbols = ['AAPL', 'MSFT', 'GOOGL']----> 8 historical_data = fetch_historical_data(symbols, '2023-01-01', '2024-01-01')9 for symbol, df in historical_data.items():10     df.to_csv(f'C:path/{symbol.lower()}.csv', index=False)
File ~C:pathsrcdata_collector.py:26, in fetch_historical_data(symbols, start_date, end_date)24 with concurrent.futures.ThreadPoolExecutor() as executor:25     futures = [executor.submit(fetch_symbol_data, symbol, start_date, end_date) for symbol in symbols]---> 26     results = {future.result()[0]: future.result()[1] for future in concurrent.futures.as_completed(futures)}27 return results
File C:Program FilesLibconcurrentfutures_base.py:449, in Future.result(self, timeout)447     raise CancelledError()448 elif self._state == FINISHED:--> 449     return self.__get_result()451 self._condition.wait(timeout)453 if self._state in [CANCELLED, CANCELLED_AND_NOTIFIED]:
File C:Program FilesLibconcurrentfutures_base.py:401, in Future.__get_result(self)399 if self._exception:400     try:--> 401         raise self._exception402     finally:403         # Break a reference cycle with the exception in self._exception404         self = None
File C:Program FilesLibconcurrentfuturesthread.py:58, in _WorkItem.run(self)55     return57 try:---> 58     result = self.fn(*self.args, **self.kwargs)59 except BaseException as exc:60     self.future.set_exception(exc)
File ~C:pathsrcdata_collector.py:12, in fetch_symbol_data(symbol, start_date, end_date)10 def fetch_symbol_data(symbol, start_date, end_date):11     api = tradeapi.REST(ALPACA_API_KEY, ALPACA_SECRET_KEY, BASE_URL, api_version='v2')---> 12     bars = api.get_bars(symbol, tradeapi.TimeFrame.Day, start=start_date, end=end_date).df13     data = [{14         'time': bar.Index.isoformat(),15         'open': bar.open,(...)19         'volume': bar.volume20     } for bar in bars.itertuples()]21     return symbol, pd.DataFrame(data)
File C:Program FilesLibsite-packagesalpaca_trade_apirest.py:735, in REST.get_bars(self, symbol, timeframe, start, end, adjustment, limit, feed, asof, sort)724 def get_bars(self,725              symbol: Union[str, List[str]],726              timeframe: TimeFrame,(...)733              sort: Optional[Sort] = None,734              ) -> BarsV2:--> 735     bars = list(self.get_bars_iter(symbol,736                                    timeframe,737                                    start,738                                    end,739                                    adjustment,740                                    limit,741                                    feed=feed,742                                    asof=asof,743                                    sort=sort,744                                    raw=True))745     return BarsV2(bars)
File C:Program FilesLibsite-packagesalpaca_trade_apirest.py:718, in REST.get_bars_iter(self, symbol, timeframe, start, end, adjustment, limit, feed, asof, sort, raw)697 def get_bars_iter(self,698                   symbol: Union[str, List[str]],699                   timeframe: TimeFrame,(...)706                   sort: Optional[Sort] = None,707                   raw=False) -> BarIterator:708     bars = self._data_get('bars', symbol,709                           timeframe=timeframe,710                           adjustment=adjustment,(...)716                           sort=sort,717                           )--> 718     for bar in bars:719         if raw:720             yield bar
File C:Program FilesLibsite-packagesalpaca_trade_apirest.py:594, in REST._data_get(self, endpoint, symbol_or_symbols, api_version, endpoint_base, resp_grouped_by_symbol, page_limit, feed, asof, loc, **kwargs)592 if endpoint:593     path += f'/{endpoint}'--> 594 resp = self.data_get(path, data=data, feed=feed,595                      api_version=api_version)596 if not resp_grouped_by_symbol:597     k = endpoint or endpoint_base
File C:Program FilesLibsite-packagesalpaca_trade_apirest.py:274, in REST.data_get(self, path, data, feed, api_version)272     data = data or {}273     data['feed'] = feed--> 274 return self._request(275     'GET', path, data, base_url=base_url, api_version=api_version,276 )
File C:Program FilesLibsite-packagesalpaca_trade_apirest.py:222, in REST._request(self, method, path, data, base_url, api_version)220 while retry >= 0:221     try:--> 222         return self._one_request(method, url, opts, retry)223     except RetryException:224         retry_wait = self._retry_wait
File C:Program FilesLibsite-packagesalpaca_trade_apirest.py:248, in REST._one_request(self, method, url, opts, retry)246     if resp.status_code in retry_codes and retry > 0:247         raise RetryException()--> 248     raise_api_error(resp, http_error)249 if resp.text != '':250     return resp.json()
File C:Program FilesLibsite-packagesalpaca_trade_apirest.py:81, in raise_api_error(resp, http_error)79     error = resp.json()80 except:---> 81     raise http_error from None82 if 'message' in error:83     raise APIError(error, http_error) from None
File C:Program FilesLibsite-packagesalpaca_trade_apirest.py:243, in REST._one_request(self, method, url, opts, retry)241 resp = self._session.request(method, url, **opts)242 try:--> 243     resp.raise_for_status()244 except HTTPError as http_error:245     # retry if we hit Rate Limit246     if resp.status_code in retry_codes and retry > 0:
File C:Program FilesLibsite-packagesrequestsmodels.py:1024, in Response.raise_for_status(self)1019     http_error_msg = (1020         f"{self.status_code} Server Error: {reason} for url: {self.url}"1021     )1023 if http_error_msg:-> 1024     raise HTTPError(http_error_msg, response=self)
HTTPError: 403 Client Error: Forbidden for url: https://data.alpaca.markets/v2/stocks/GOOGL/bars?timeframe=1Day&adjustment=raw&start=2023-01-01&end=2024-01-01`

I kinda know the error means that endpoint was not found but not exactly sure. also i have no clue why im getting HTTPError: 403 Client Error and i dont know how to fix it

i run the cell expecting it to work and start collecting data. What happened was basically i got HTTPError: 403 Client Error