As mentioned above, I created a custom model using form-recognizer studio and calling it with python via SDK. The model worked fine last week but it failed all of a sudden this week. The API calls are still successful however the Key-Value pairs it retuns are empty.
Logs for calls reponse:
2023-03-17 19:08:17,558 | INFO Request URL: 'https://pedimento.cognitiveservices.azure.com/formrecognizer/documentModels/PedimentoModelCopy:analyze?pages=1&locale=en&stringIndexType=unicodeCodePoint&api-version=2022-08-31'
Request method: 'POST'
Request headers:
'Content-Type': 'application/octet-stream'
'Accept': 'application/json'
'x-ms-client-request-id': '0502a4f2-c4b4-11ed-b9d7-5414f3f87608'
'User-Agent': 'azsdk-python-ai-formrecognizer/3.2.0 Python/3.9.1 (Windows-10-10.0.19041-SP0)'
'Ocp-Apim-Subscription-Key': 'REDACTED'
A body is sent with the request
2023-03-17 19:08:19,520 | INFO Response status: **202**
Response headers:
'Content-Length': '0'
'Operation-Location': 'https://pedimento.cognitiveservices.azure.com/formrecognizer/documentModels/PedimentoModelCopy/analyzeResults/590eb38b-87b0-44d5-bb5e-f719e94e52cb?api-version=2022-08-31'
'x-envoy-upstream-service-time': '378'
'apim-request-id': '590eb38b-87b0-44d5-bb5e-f719e94e52cb'
'Strict-Transport-Security': 'max-age=31536000; includeSubDomains; preload'
'x-content-type-options': 'nosniff'
'x-ms-region': 'REDACTED'
'Date': 'Fri, 17 Mar 2023 11:08:18 GMT'
2023-03-17 19:08:19,565 | INFO Request URL: 'https://pedimento.cognitiveservices.azure.com/formrecognizer/documentModels/PedimentoModelCopy/analyzeResults/590eb38b-87b0-44d5-bb5e-f719e94e52cb?api-version=2022-08-31'
Request method: 'GET'
Request headers:
'x-ms-client-request-id': '0502a4f2-c4b4-11ed-b9d7-5414f3f87608'
'User-Agent': 'azsdk-python-ai-formrecognizer/3.2.0 Python/3.9.1 (Windows-10-10.0.19041-SP0)'
'Ocp-Apim-Subscription-Key': 'REDACTED'
No body was attached to the request
2023-03-17 19:08:19,835 | INFO Response status: **200**
Response headers:
'Content-Length': '106'
'Content-Type': 'application/json; charset=utf-8'
'x-envoy-upstream-service-time': '20'
'apim-request-id': '0cc1299e-0c64-4540-998d-250691b456e3'
'Strict-Transport-Security': 'max-age=31536000; includeSubDomains; preload'
'x-content-type-options': 'nosniff'
'x-ms-region': 'REDACTED'
'Date': 'Fri, 17 Mar 2023 11:08:19 GMT'
2023-03-17 19:08:24,847 | INFO Request URL: 'https://pedimento.cognitiveservices.azure.com/formrecognizer/documentModels/PedimentoModelCopy/analyzeResults/590eb38b-87b0-44d5-bb5e-f719e94e52cb?api-version=2022-08-31'
Request method: 'GET'
Request headers:
'x-ms-client-request-id': '0502a4f2-c4b4-11ed-b9d7-5414f3f87608'
'User-Agent': 'azsdk-python-ai-formrecognizer/3.2.0 Python/3.9.1 (Windows-10-10.0.19041-SP0)'
'Ocp-Apim-Subscription-Key': 'REDACTED'
No body was attached to the request
2023-03-17 19:08:25,136 | INFO Response status: **200**
Response headers:
'Content-Length': '106'
'Content-Type': 'application/json; charset=utf-8'
'x-envoy-upstream-service-time': '34'
'apim-request-id': 'd51bd641-e9e1-4771-b408-ad2d0757e79a'
'Strict-Transport-Security': 'max-age=31536000; includeSubDomains; preload'
'x-content-type-options': 'nosniff'
'x-ms-region': 'REDACTED'
'Date': 'Fri, 17 Mar 2023 11:08:24 GMT'
2023-03-17 19:08:30,142 | INFO Request URL: 'https://pedimento.cognitiveservices.azure.com/formrecognizer/documentModels/PedimentoModelCopy/analyzeResults/590eb38b-87b0-44d5-bb5e-f719e94e52cb?api-version=2022-08-31'
Request method: 'GET'
Request headers:
'x-ms-client-request-id': '0502a4f2-c4b4-11ed-b9d7-5414f3f87608'
'User-Agent': 'azsdk-python-ai-formrecognizer/3.2.0 Python/3.9.1 (Windows-10-10.0.19041-SP0)'
'Ocp-Apim-Subscription-Key': 'REDACTED'
No body was attached to the request
2023-03-17 19:08:30,886 | INFO Response status: **200**
Response headers:
'Content-Length': '104423'
'Content-Type': 'application/json; charset=utf-8'
'x-envoy-upstream-service-time': '47'
'apim-request-id': '7c29a2a6-ccf0-48aa-a072-af374bb32794'
'Strict-Transport-Security': 'max-age=31536000; includeSubDomains; preload'
'x-content-type-options': 'nosniff'
'x-ms-region': 'REDACTED'
'Date': 'Fri, 17 Mar 2023 11:08:29 GMT'
I've tested the same documents in the test tab of form-recognizer studio and its able to capture all the key values correctly which stumps me why the poller result of it when called on SDK is empty. If anybody has encountered this error before.
Analyzed document bit of the poller.result():Only the first field had a value in it however its the wrong one.
documents=[AnalyzedDocument(doc_type=******, bounding_regions=[BoundingRegion(page_number=1, polygon=[Point(x=0.0, y=0.0), Point(x=8.5, y=0.0), Point(x=8.5, y=11.0), Point(x=0.0, y=11.0)])], spans=[DocumentSpan(offset=0, length=3233)], fields={'Total Impuestos': DocumentField(value_type=string, value='8000 8036', content=8000
8036, bounding_regions=[BoundingRegion(page_number=1, polygon=[Point(x=3.0062, y=3.3237), Point(x=3.7402, y=3.3237), Point(x=3.7402, y=3.3762), Point(x=3.0062, y=3.3762)])], spans=[DocumentSpan(offset=1867, length=9)], confidence=0.246), 'CVE': DocumentField(value_type=string, value=**None**, content=None, bounding_regions=[], spans=[], confidence=0.619), 'Num Pedimento': DocumentField(value_type=string, value=**None**, content=None, bounding_regions=[], spans=[], confidence=0.255), 'Modalid': DocumentField(value_type=string, value=**None**, content=None, bounding_regions=[], spans=[], confidence=0.638), 'Aduana': DocumentField(value_type=string, value=**None**, content=None, bounding_regions=[], spans=[], confidence=0.488), 'Fecha': DocumentField(value_type=date, value=**None**, content=None, bounding_regions=[], spans=[], confidence=0.617), 'Valor Aduana': DocumentField(value_type=string, value=**None**, content=None, bounding_regions=[], spans=[], confidence=0.635)}, confidence=0.001)])
Form recognizer test-tab: the model is able to pick up the key-value pairs correctly. redacted the image coz POC however the confidence values are high and it shows the relevant data
The get document model response :
DocumentModelDetails(model_id=PedimentoModel, description=Mexcio Ops | Novum Imports | Pedimento Forms, created_on=2023-02-27 07:54:29+00:00, api_version=2022-08-31, tags={}, doc_types={'PedimentoModel': DocumentTypeDetails(description=None, build_mode=neural, field_schema={'Num Pedimento': {'type': 'string'}, 'CVE': {'type': 'string'}, 'Aduana': {'type': 'string'}, 'Modalid': {'type': 'string'}, 'Valor Aduana': {'type': 'string'}, 'Fecha': {'type': 'date'}, 'Total Impuestos': {'type': 'string'}}, field_confidence={})})
