Document Models - Analyze Batch Documents

Service:

Azure AI Services

API Version:

2024-11-30

Analyzes batch documents with document model.

POST {endpoint}/documentintelligence/documentModels/{modelId}:analyzeBatch?api-version=2024-11-30

With optional parameters:

POST {endpoint}/documentintelligence/documentModels/{modelId}:analyzeBatch?api-version=2024-11-30&pages={pages}&locale={locale}&stringIndexType={stringIndexType}&features={features}&queryFields={queryFields}&outputContentFormat={outputContentFormat}&output={output}

URI Parameters

Name	In	Required	Type	Description
endpoint	path	True	string uri	The Document Intelligence service endpoint.
modelId	path	True	string	Unique document model name. Regex pattern: ^[a-zA-Z0-9][a-zA-Z0-9._~-]{1,63}$
api-version	query	True	string	The API version to use for this operation.
features	query		DocumentAnalysisFeature[]	List of optional analysis features.
locale	query		string	Locale hint for text recognition and document analysis. Value may contain only the language code (ex. "en", "fr") or BCP 47 language tag (ex. "en-US").
output	query		AnalyzeOutputOption[]	Additional outputs to generate during analysis.
outputContentFormat	query		DocumentContentFormat	Format of the analyze result top-level content.
pages	query		string	1-based page numbers to analyze. Ex. "1-3,5,7-9" Regex pattern: ^(\d+(-\d+)?)(,\s*(\d+(-\d+)?))*$
queryFields	query		string[]	List of additional fields to extract. Ex. "NumberOfGuests,StoreNumber"
stringIndexType	query		StringIndexType	Method used to compute string offset and length.

Request Body

Name	Required	Type	Description
resultContainerUrl	True	string	Azure Blob Storage container URL where analyze result files will be stored.
azureBlobFileListSource		AzureBlobFileListContentSource	Azure Blob Storage file list specifying the batch documents. Either azureBlobSource or azureBlobFileListSource must be specified.
azureBlobSource		AzureBlobContentSource	Azure Blob Storage location containing the batch documents. Either azureBlobSource or azureBlobFileListSource must be specified.
overwriteExisting		boolean	Overwrite existing analyze result files?
resultPrefix		string	Blob name prefix of result files.

Responses

Name	Type	Description
202 Accepted		The request has been accepted for processing, but processing has not yet completed. Headers Operation-Location: string Retry-After: integer
Other Status Codes	DocumentIntelligenceErrorResponse	An unexpected error response.

Security

Ocp-Apim-Subscription-Key

Type: apiKey
In: header

OAuth2Auth

Type: oauth2
Flow: accessCode
Authorization URL: https://login.microsoftonline.com/common/oauth2/authorize
Token URL: https://login.microsoftonline.com/common/oauth2/token

Scopes

Name	Description
https://cognitiveservices.azure.com/.default

Examples

Analyze Batch Documents

Sample request

HTTP

POST https://myendpoint.cognitiveservices.azure.com/documentintelligence/documentModels/customModel:analyzeBatch?api-version=2024-11-30&pages=1-5&locale=en-US&stringIndexType=textElements

{
  "azureBlobSource": {
    "containerUrl": "https://myStorageAccount.blob.core.windows.net/myContainer?mySasToken",
    "prefix": "trainingDocs/"
  },
  "resultContainerUrl": "https://myStorageAccount.blob.core.windows.net/myOutputContainer?mySasToken",
  "resultPrefix": "trainingDocsResult/",
  "overwriteExisting": true
}

Sample response

Status code:

202

Operation-Location: https://myendpoint.cognitiveservices.azure.com/documentintelligence/documentModels/customModel/analyzeBatchResults/3b31320d-8bab-4f88-b19c-2322a7f11034?api-version=2024-02-29-preview

Definitions

Name	Description
AnalyzeBatchDocumentsRequest	Batch document analysis parameters.
AnalyzeOutputOption	Additional outputs to generate during analysis.
AzureBlobContentSource	Azure Blob Storage content.
AzureBlobFileListContentSource	File list in Azure Blob Storage.
DocumentAnalysisFeature	Document analysis features to enable.
DocumentContentFormat	Format of the content in analyzed result.
DocumentIntelligenceError	The error object.
DocumentIntelligenceErrorResponse	Error response object.
DocumentIntelligenceInnerError	An object containing more specific information about the error.
StringIndexType	Method used to compute string offset and length.

AnalyzeBatchDocumentsRequest

Batch document analysis parameters.

Name	Type	Default value	Description
azureBlobFileListSource	AzureBlobFileListContentSource		Azure Blob Storage file list specifying the batch documents. Either azureBlobSource or azureBlobFileListSource must be specified.
azureBlobSource	AzureBlobContentSource		Azure Blob Storage location containing the batch documents. Either azureBlobSource or azureBlobFileListSource must be specified.
overwriteExisting	boolean	False	Overwrite existing analyze result files?
resultContainerUrl	string		Azure Blob Storage container URL where analyze result files will be stored.
resultPrefix	string		Blob name prefix of result files.

AnalyzeOutputOption

Additional outputs to generate during analysis.

Name	Type	Description
figures	string	Generate cropped images of detected figures.
pdf	string	Generate searchable PDF output.

AzureBlobContentSource

Azure Blob Storage content.

Name	Type	Description
containerUrl	string	Azure Blob Storage container URL.
prefix	string	Blob name prefix.

AzureBlobFileListContentSource

File list in Azure Blob Storage.

Name	Type	Description
containerUrl	string	Azure Blob Storage container URL.
fileList	string	Path to a JSONL file within the container specifying a subset of documents.

DocumentAnalysisFeature

Document analysis features to enable.

Name	Type	Description
barcodes	string	Enable the detection of barcodes in the document.
formulas	string	Enable the detection of mathematical expressions in the document.
keyValuePairs	string	Enable the detection of general key value pairs (form fields) in the document.
languages	string	Enable the detection of the text content language.
ocrHighResolution	string	Perform OCR at a higher resolution to handle documents with fine print.
queryFields	string	Enable the extraction of additional fields via the queryFields query parameter.
styleFont	string	Enable the recognition of various font styles.

DocumentContentFormat

Format of the content in analyzed result.

Name	Type	Description
markdown	string	Markdown representation of the document content with section headings, tables, etc.
text	string	Plain text representation of the document content without any formatting.

DocumentIntelligenceError

The error object.

Name	Type	Description
code	string	One of a server-defined set of error codes.
details	DocumentIntelligenceError[]	An array of details about specific errors that led to this reported error.
innererror	DocumentIntelligenceInnerError	An object containing more specific information than the current object about the error.
message	string	A human-readable representation of the error.
target	string	The target of the error.

DocumentIntelligenceErrorResponse

Error response object.

Name	Type	Description
error	DocumentIntelligenceError	Error info.

DocumentIntelligenceInnerError

An object containing more specific information about the error.

Name	Type	Description
code	string	One of a server-defined set of error codes.
innererror	DocumentIntelligenceInnerError	Inner error.
message	string	A human-readable representation of the error.

StringIndexType

Method used to compute string offset and length.

Name	Type	Description
textElements	string	User-perceived display character, or grapheme cluster, as defined by Unicode 8.0.0.
unicodeCodePoint	string	Character unit represented by a single unicode code point. Used by Python 3.
utf16CodeUnit	string	Character unit represented by a 16-bit Unicode code unit. Used by JavaScript, Java, and .NET.