@vy.nguyen

Thank you for the list.

I found that sometimes the server returned the error messages.

Object reference not set to an instance of an object.
MainframeAccessPoint error.Timed out waiting for activity from service.

Therefore, the code needs to check for it and then re-requests to get the data. I have modified the code, as shown below.

def load_data():
    dataframes_list = []
    for x in list_of_fields:
        print(x)
        print(tickers_of_interest_lst[0], 1)
        df = ds.get_data(tickers = tickers_of_interest_lst[0],
                        fields=[x],start='1992-01-31', end='2021-07-26').T
        print(df.shape)
        for i in tickers_of_interst_chunks:
            print(i[0],"...", i[len(i)-1], len(i))
            _df = ds.get_data(tickers = ','.join(i),
                              fields=[x],
                              start='1992-01-31', 
                              end='2021-07-26').T
            
            print(_df.shape)
            while _df.shape[0] < len(i):
                if "Value" in _df.index:
                    print(_df.loc["Value",0])
                print(i[0],"...", i[len(i)-1], len(i))
                _df = ds.get_data(tickers = ','.join(i),
                              fields=[x],
                              start='1992-01-31', 
                              end='2021-07-26').T
                print(_df.shape)
            
            df = df.append(_df)
            
        dataframes_list.append(df)
        
    return dataframes_list

It will re-request when the number of rows in the dataframe is not equal to the number of items in the request message.

Please be informed that it is just a sample code so it may not be able to cover all issues.

@jirapongse.phuriphanvichai 


Thanks much. In trying the code again, I'm still running into the error message below. Could you help troubleshoot further?


MPD 244YWE 1 (1, 7692) 2445GY ... 837KW6 50 (50, 7692) 819C6N ... 7058DJ 50 (50, 7692) 218062 ... 5961NV 50 (50, 7692) 2100AL ... 595739 50 (50, 7692) 60867W ... 7998WX 50 (50, 7692) 5601LW ... 646F3A 50 (50, 7692) 851GTP ... 783XFG 50 (50, 7692) 7994HJ ... 49020F 50 (50, 7692) 786KY8 ... 606NMD 50 (50, 7692) 801ZX6 ... 79882E 50 (50, 7692) 21834H ... 234A2E 50 (50, 7692) 206AAH ... 8607DZ 50 (50, 7692) 723278 ... 832GX5 50 (50, 7692) 232AZ2 ... 222CAC 50 (50, 7692) 607ZW6 ... 838XF0 50 (50, 7692) 633J2G ... 3678V4 50 (50, 7692) 797YL1 ... 5772VF 50 (50, 7692) 5771R8 ... 5772TW 50 (50, 7692) 5772T3 ... 5772V3 50 (50, 7692) 5771VE ... 5771UN 50 (50, 7692) 5771UX ... 818Z3A 50 (50, 7692) 22325A ... 231XVD 50 (50, 7692) 19445W ... 831X75 50 get_data : Exception Occured (<class 'requests.exceptions.SSLError'>, SSLError(MaxRetryError('HTTPSConnectionPool(host=\'product.datastream.com\', port=443): Max retries exceeded with url: /DSWSClient/V1/DSService.svc/rest/GetData (Caused by SSLError(SSLError("bad handshake: SysCallError(-1, \'Unexpected EOF\')")))')), <traceback object at 0x000001BECFBEE300>) None

Traceback (most recent call last):  File "c:\Users\vnguyen\ofrconda\lib\site-packages\urllib3\contrib\pyopenssl.py", line 485, in wrap_socket    cnx.do_handshake()  File "c:\Users\vnguyen\ofrconda\lib\site-packages\OpenSSL\SSL.py", line 1934, in do_handshake    self._raise_ssl_error(self._ssl, result)  File "c:\Users\vnguyen\ofrconda\lib\site-packages\OpenSSL\SSL.py", line 1664, in _raise_ssl_error    raise SysCallError(-1, "Unexpected EOF") OpenSSL.SSL.SysCallError: (-1, 'Unexpected EOF') 
During handling of the above exception, another exception occurred: 
Traceback (most recent call last):  File "c:\Users\vnguyen\ofrconda\lib\site-packages\urllib3\connectionpool.py", line 665, in urlopen    httplib_response = self._make_request(  File "c:\Users\vnguyen\ofrconda\lib\site-packages\urllib3\connectionpool.py", line 376, in _make_request    self._validate_conn(conn)  File "c:\Users\vnguyen\ofrconda\lib\site-packages\urllib3\connectionpool.py", line 994, in _validate_conn    conn.connect()  File "c:\Users\vnguyen\ofrconda\lib\site-packages\urllib3\connection.py", line 352, in connect    self.sock = ssl_wrap_socket(  File "c:\Users\vnguyen\ofrconda\lib\site-packages\urllib3\util\ssl_.py", line 370, in ssl_wrap_socket    return context.wrap_socket(sock, server_hostname=server_hostname) ssl.SSLError: ("bad handshake: SysCallError(-1, 'Unexpected EOF')",) 
During handling of the above exception, another exception occurred: 
Traceback (most recent call last):  File "c:\Users\vnguyen\ofrconda\lib\site-packages\requests\adapters.py", line 439, in send    resp = conn.urlopen(  File "c:\Users\vnguyen\ofrconda\lib\site-packages\urllib3\connectionpool.py", line 719, in urlopen    retries = retries.increment(  File "c:\Users\vnguyen\ofrconda\lib\site-packages\urllib3\util\retry.py", line 436, in increment    raise MaxRetryError(_pool, url, error or ResponseError(cause)) urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='product.datastream.com', port=443): Max retries exceeded with url: /DSWSClient/V1/DSService.svc/rest/GetData (Caused by SSLError(SSLError("bad handshake: SysCallError(-1, 'Unexpected EOF')"))) 
During handling of the above exception, another exception occurred: 
Traceback (most recent call last):  File "c:\Users\vnguyen\ofrconda\lib\site-packages\DatastreamDSWS\DS_Response.py", line 172, in get_data    json_Response = requests.post(getData_url, json=json_dataRequest,  File "c:\Users\vnguyen\ofrconda\lib\site-packages\requests\api.py", line 119, in post    return request('post', url, data=data, json=json, **kwargs)  File "c:\Users\vnguyen\ofrconda\lib\site-packages\requests\api.py", line 61, in request    return session.request(method=method, url=url, **kwargs)  File "c:\Users\vnguyen\ofrconda\lib\site-packages\requests\sessions.py", line 530, in request    resp = self.send(prep, **send_kwargs)  File "c:\Users\vnguyen\ofrconda\lib\site-packages\requests\sessions.py", line 643, in send    r = adapter.send(request, **kwargs) requests.exceptions.SSLError: HTTPSConnectionPool(host='product.datastream.com', port=443): Max retries exceeded with url: /DSWSClient/V1/DSService.svc/rest/GetData (Caused by SSLError(SSLError("bad handshake: SysCallError(-1, 'Unexpected EOF')")))

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-11-e76653d54b16> in <module>
----> 1 time_series = load_data()

<ipython-input-10-2899a03b5d0d> in load_data()
     18             print(i[0],"...", i[len(i)-1], len(i))
     19 ---> 20             _df = ds.get_data(tickers = ','.join(i),
     21                               fields=[x],
     22                               start='1992-01-31',

AttributeError: 'NoneType' object has no attribute 'T'