Text Analysis Authoring - Create Project

Reference

Service:: Cognitive Services - Language

API Version:: 2023-04-01

Creates a new project or updates an existing one.

PATCH {Endpoint}/language/authoring/analyze-text/projects/{projectName}?api-version=2023-04-01

URI Parameters

Name	In	Required	Type	Description
Endpoint	path	True	string	Supported Cognitive Services endpoint (e.g., https://.api.cognitiveservices.azure.com).
projectName	path	True	string	The name of the project to use.
api-version	query	True	string	Client API version.

Request Body

Media Types: "application/merge-patch+json"

Name	Required	Type	Description
language	True	string	The project language. This is BCP-47 representation of a language. For example, use "en" for English, "en-gb" for English (UK), "es" for Spanish etc.
projectKind	True	ProjectKind	The project kind.
projectName	True	string	The new project name.
storageInputContainerName	True	string	The storage container name.
description		string	The project description.
multilingual		boolean	Whether the project would be used for multiple languages or not.
settings		TextAnalysisAuthoringProjectSettings	The project settings.

Responses

Name	Type	Description
200 OK	TextAnalysisAuthoringProjectMetadata	The metadata of the updated project, if it already exists.
201 Created	TextAnalysisAuthoringProjectMetadata	The metadata of the created project.
Other Status Codes	ErrorResponse	Error response.

Security

AADToken

These are the Azure Active Directory OAuth2 Flows. When paired with Azure role-based access control it can be used to control access to Azure Maps REST APIs. Azure role-based access controls are used to designate access to one or more Azure Maps resource account or sub-resources. Any user, group, or service principal can be granted access via a built-in role or a custom role composed of one or more permissions to Azure Maps REST APIs.

To implement scenarios, we recommend viewing authentication concepts. In summary, this security definition provides a solution for modeling application(s) via objects capable of access control on specific APIs and scopes.

Notes

This security definition requires the use of the x-ms-client-id header to indicate which Azure Maps resource the application is requesting access to. This can be acquired from the Maps management API.

The Authorization URL is specific to the Azure public cloud instance. Sovereign clouds have unique Authorization URLs and Azure Active directory configurations. * The Azure role-based access control is configured from the Azure management plane via Azure portal, PowerShell, CLI, Azure SDKs, or REST APIs. * Usage of the Azure Maps Web SDK allows for configuration based setup of an application for multiple use cases.

Currently, Azure Active Directory v1.0 or v2.0 supports Work, School, and Guests but does not support Personal accounts.

Type: oauth2
Flow: implicit
Authorization URL: https://login.microsoftonline.com/common/oauth2/authorize

Scopes

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

Ocp-Apim-Subscription-Key

A subscription key for a Language service resource.

Type: apiKey
In: header

Examples

Successful Create Project

Sample request

HTTP

PATCH {Endpoint}/language/authoring/analyze-text/projects/LoanAgreements?api-version=2023-04-01

{
  "projectName": "LoanAgreements",
  "language": "en",
  "projectKind": "CustomEntityRecognition",
  "description": "This is a sample dataset provided by the Azure Language service team to help users get started with [Custom named entity recognition](https://aka.ms/ct-docs). The provided sample dataset contains 20 loan agreements drawn up between two entities.",
  "multilingual": false,
  "storageInputContainerName": "loanagreements"
}

Sample response

Status code:: 201

{
  "createdDateTime": "2022-04-18T13:53:03Z",
  "lastModifiedDateTime": "2022-04-18T13:53:03Z",
  "projectKind": "CustomEntityRecognition",
  "storageInputContainerName": "loanagreements",
  "projectName": "LoanAgreements",
  "multilingual": false,
  "description": "This is a sample dataset provided by the Azure Language service team to help users get started with [Custom named entity recognition](https://aka.ms/ct-docs). The provided sample dataset contains 20 loan agreements drawn up between two entities.",
  "language": "en"
}

Status code:: 200

{
  "createdDateTime": "2022-04-18T13:53:03Z",
  "lastModifiedDateTime": "2022-04-18T13:53:03Z",
  "lastTrainedDateTime": "2022-04-18T14:14:28Z",
  "lastDeployedDateTime": "2022-04-18T14:49:01Z",
  "projectKind": "CustomEntityRecognition",
  "storageInputContainerName": "loanagreements",
  "projectName": "LoanAgreements",
  "multilingual": false,
  "description": "This is a sample dataset provided by the Azure Language service team to help users get started with [Custom named entity recognition](https://aka.ms/ct-docs). The provided sample dataset contains 20 loan agreements drawn up between two entities.",
  "language": "en"
}

Definitions

Name	Description
Error	The error object.
ErrorCode	Human-readable error code.
ErrorResponse	Error response.
InnerErrorCode	Human-readable error code.
InnerErrorModel	An object containing more specific information about the error. As per Microsoft One API guidelines - https://github.com/Microsoft/api-guidelines/blob/vNext/Guidelines.md#7102-error-condition-responses.
ProjectKind	The project kind.
TextAnalysisAuthoringCreateProjectOptions	Represents the options used to create or update a project.
TextAnalysisAuthoringProjectMetadata	Represents the metadata of a project.
TextAnalysisAuthoringProjectSettings	Represents the settings used to define the project behavior.

Error

The error object.

Name	Type	Description
code	ErrorCode	One of a server-defined set of error codes.
details	Error[]	An array of details about specific errors that led to this reported error.
innererror	InnerErrorModel	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.

ErrorCode

Human-readable error code.

Name	Type	Description
AzureCognitiveSearchIndexLimitReached	string
AzureCognitiveSearchIndexNotFound	string
AzureCognitiveSearchNotFound	string
AzureCognitiveSearchThrottling	string
Conflict	string
Forbidden	string
InternalServerError	string
InvalidArgument	string
InvalidRequest	string
NotFound	string
OperationNotFound	string
ProjectNotFound	string
QuotaExceeded	string
ServiceUnavailable	string
Timeout	string
TooManyRequests	string
Unauthorized	string
Warning	string

ErrorResponse

Error response.

Name	Type	Description
error	Error	The error object.

InnerErrorCode

Human-readable error code.

Name	Type	Description
AzureCognitiveSearchNotFound	string
AzureCognitiveSearchThrottling	string
EmptyRequest	string
ExtractionFailure	string
InvalidCountryHint	string
InvalidDocument	string
InvalidDocumentBatch	string
InvalidParameterValue	string
InvalidRequest	string
InvalidRequestBodyFormat	string
KnowledgeBaseNotFound	string
MissingInputDocuments	string
ModelVersionIncorrect	string
UnsupportedLanguageCode	string

InnerErrorModel

An object containing more specific information about the error. As per Microsoft One API guidelines - https://github.com/Microsoft/api-guidelines/blob/vNext/Guidelines.md#7102-error-condition-responses.

Name	Type	Description
code	InnerErrorCode	One of a server-defined set of error codes.
details	object	Error details.
innererror	InnerErrorModel	An object containing more specific information than the current object about the error.
message	string	Error message.
target	string	Error target.

ProjectKind

The project kind.

Name	Type	Description
CustomEntityRecognition	string	For building an extraction model to identify your domain categories using your own data.
CustomMultiLabelClassification	string	For building a classification model to classify text using your own data. Each file can have one or many labels. For example, file 1 is classified as A, B, and C and file 2 is classified as B and C.
CustomSingleLabelClassification	string	For building a classification model to classify text using your own data. Each file will have only one label. For example, file 1 is classified as A and file 2 is classified as B.