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39b8395
cotribution md change
priyal1508 61794f8
changes to contriuting md
priyal1508 e704b69
Merge branch 'main' of https://github.com/microsoft/dstoolkit-text2sq…
priyal1508 ade6997
changes to storage account
priyal1508 f880826
changes for comparison with old rag
priyal1508 3f70652
changes for old rag
priyal1508 75fcdff
merge changes
priyal1508 cdcc0e2
Merge branch 'main' of https://github.com/microsoft/dstoolkit-text2sq…
priyal1508 b6ac2f1
Merge branch 'main' into feature/local_test
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,82 @@ | ||
import logging | ||
import os | ||
from azure.ai.vision.imageanalysis.aio import ImageAnalysisClient | ||
from azure.ai.vision.imageanalysis.models import VisualFeatures | ||
from azure.core.credentials import AzureKeyCredential | ||
|
||
|
||
async def process_ocr(record: dict) -> dict: | ||
logging.info("Python HTTP trigger function processed a request.") | ||
|
||
try: | ||
url = record["data"]["image"]["url"] | ||
logging.info(f"Request Body: {record}") | ||
except KeyError: | ||
return { | ||
"recordId": record["recordId"], | ||
"data": {}, | ||
"errors": [ | ||
{ | ||
"message": "Failed to extract data with ocr. Pass a valid source in the request body.", | ||
} | ||
], | ||
"warnings": None, | ||
} | ||
else: | ||
logging.info(f"image url: {url}") | ||
|
||
if url is not None: | ||
try: | ||
# keyvault_helper = KeyVaultHelper() | ||
client = ImageAnalysisClient( | ||
endpoint=os.environ["AIService__Services__Endpoint"], | ||
credential=AzureKeyCredential(os.environ["AIService__Services__Key"]) | ||
), | ||
result = await client.analyze_from_url( | ||
image_url=url, visual_features=[VisualFeatures.READ] | ||
) | ||
logging.info("logging output") | ||
|
||
# Extract text from OCR results | ||
text = " ".join([line.text for line in result.read.blocks[0].lines]) | ||
logging.info(text) | ||
|
||
except KeyError as e: | ||
logging.error(e) | ||
logging.error(f"Failed to authenticate with ocr: {e}") | ||
return { | ||
"recordId": record["recordId"], | ||
"data": {}, | ||
"errors": [ | ||
{ | ||
"message": f"Failed to authenticate with Ocr. Check the service credentials exist. {e}", | ||
} | ||
], | ||
"warnings": None, | ||
} | ||
except Exception as e: | ||
logging.error(e) | ||
logging.error( | ||
f"Failed to analyze the document with Azure Document Intelligence: {e}" | ||
) | ||
logging.error(e.InnerError) | ||
return { | ||
"recordId": record["recordId"], | ||
"data": {}, | ||
"errors": [ | ||
{ | ||
"message": f"Failed to analyze the document with ocr. Check the source and try again. {e}", | ||
} | ||
], | ||
"warnings": None, | ||
} | ||
else: | ||
return { | ||
"recordId": record["recordId"], | ||
"data": {"text": ""}, | ||
} | ||
|
||
return { | ||
"recordId": record["recordId"], | ||
"data": {"text": text}, | ||
} |
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