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face.go
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face.go
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package face
// Copyright (c) Microsoft and contributors. All rights reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
//
// See the License for the specific language governing permissions and
// limitations under the License.
//
// Code generated by Microsoft (R) AutoRest Code Generator.
// Changes may cause incorrect behavior and will be lost if the code is regenerated.
import (
"context"
"github.com/Azure/go-autorest/autorest"
"github.com/Azure/go-autorest/autorest/azure"
"github.com/Azure/go-autorest/autorest/validation"
"io"
"net/http"
)
// Client is the an API for face detection, verification, and identification.
type Client struct {
BaseClient
}
// NewClient creates an instance of the Client client.
func NewClient(azureRegion AzureRegions) Client {
return Client{New(azureRegion)}
}
// Detect detect human faces in an image and returns face locations, and optionally with faceIds, landmarks, and
// attributes.
//
// imageURL is a JSON document with a URL pointing to the image that is to be analyzed. returnFaceID is a value
// indicating whether the operation should return faceIds of detected faces. returnFaceLandmarks is a value indicating
// whether the operation should return landmarks of the detected faces. returnFaceAttributes is analyze and return the
// one or more specified face attributes in the comma-separated string like "returnFaceAttributes=age,gender".
// Supported face attributes include age, gender, headPose, smile, facialHair, glasses and emotion. Note that each face
// attribute analysis has additional computational and time cost.
func (client Client) Detect(ctx context.Context, imageURL ImageURL, returnFaceID *bool, returnFaceLandmarks *bool, returnFaceAttributes []AttributeTypes) (result ListDetectedFace, err error) {
if err := validation.Validate([]validation.Validation{
{TargetValue: imageURL,
Constraints: []validation.Constraint{{Target: "imageURL.URL", Name: validation.Null, Rule: true, Chain: nil}}}}); err != nil {
return result, validation.NewErrorWithValidationError(err, "face.Client", "Detect")
}
req, err := client.DetectPreparer(ctx, imageURL, returnFaceID, returnFaceLandmarks, returnFaceAttributes)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "Detect", nil, "Failure preparing request")
return
}
resp, err := client.DetectSender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "face.Client", "Detect", resp, "Failure sending request")
return
}
result, err = client.DetectResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "Detect", resp, "Failure responding to request")
}
return
}
// DetectPreparer prepares the Detect request.
func (client Client) DetectPreparer(ctx context.Context, imageURL ImageURL, returnFaceID *bool, returnFaceLandmarks *bool, returnFaceAttributes []AttributeTypes) (*http.Request, error) {
urlParameters := map[string]interface{}{
"AzureRegion": client.AzureRegion,
}
queryParameters := map[string]interface{}{}
if returnFaceID != nil {
queryParameters["returnFaceId"] = autorest.Encode("query", *returnFaceID)
}
if returnFaceLandmarks != nil {
queryParameters["returnFaceLandmarks"] = autorest.Encode("query", *returnFaceLandmarks)
}
if returnFaceAttributes != nil && len(returnFaceAttributes) > 0 {
queryParameters["returnFaceAttributes"] = autorest.Encode("query", returnFaceAttributes, ",")
}
preparer := autorest.CreatePreparer(
autorest.AsJSON(),
autorest.AsPost(),
autorest.WithCustomBaseURL("https://{AzureRegion}.api.cognitive.microsoft.com/face/v1.0", urlParameters),
autorest.WithPath("/detect"),
autorest.WithJSON(imageURL),
autorest.WithQueryParameters(queryParameters))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// DetectSender sends the Detect request. The method will close the
// http.Response Body if it receives an error.
func (client Client) DetectSender(req *http.Request) (*http.Response, error) {
return autorest.SendWithSender(client, req,
autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}
// DetectResponder handles the response to the Detect request. The method always
// closes the http.Response Body.
func (client Client) DetectResponder(resp *http.Response) (result ListDetectedFace, err error) {
err = autorest.Respond(
resp,
client.ByInspecting(),
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result.Value),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// DetectInStream detect human faces in an image and returns face locations, and optionally with faceIds, landmarks,
// and attributes.
//
// imageParameter is an image stream. imageParameter will be closed upon successful return. Callers should ensure
// closure when receiving an error.returnFaceID is a value indicating whether the operation should return faceIds of
// detected faces. returnFaceLandmarks is a value indicating whether the operation should return landmarks of the
// detected faces. returnFaceAttributes is analyze and return the one or more specified face attributes in the
// comma-separated string like "returnFaceAttributes=age,gender". Supported face attributes include age, gender,
// headPose, smile, facialHair, glasses and emotion. Note that each face attribute analysis has additional
// computational and time cost.
func (client Client) DetectInStream(ctx context.Context, imageParameter io.ReadCloser, returnFaceID *bool, returnFaceLandmarks *bool, returnFaceAttributes []AttributeTypes) (result ListDetectedFace, err error) {
req, err := client.DetectInStreamPreparer(ctx, imageParameter, returnFaceID, returnFaceLandmarks, returnFaceAttributes)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "DetectInStream", nil, "Failure preparing request")
return
}
resp, err := client.DetectInStreamSender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "face.Client", "DetectInStream", resp, "Failure sending request")
return
}
result, err = client.DetectInStreamResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "DetectInStream", resp, "Failure responding to request")
}
return
}
// DetectInStreamPreparer prepares the DetectInStream request.
func (client Client) DetectInStreamPreparer(ctx context.Context, imageParameter io.ReadCloser, returnFaceID *bool, returnFaceLandmarks *bool, returnFaceAttributes []AttributeTypes) (*http.Request, error) {
urlParameters := map[string]interface{}{
"AzureRegion": client.AzureRegion,
}
queryParameters := map[string]interface{}{}
if returnFaceID != nil {
queryParameters["returnFaceId"] = autorest.Encode("query", *returnFaceID)
}
if returnFaceLandmarks != nil {
queryParameters["returnFaceLandmarks"] = autorest.Encode("query", *returnFaceLandmarks)
}
if returnFaceAttributes != nil && len(returnFaceAttributes) > 0 {
queryParameters["returnFaceAttributes"] = autorest.Encode("query", returnFaceAttributes, ",")
}
preparer := autorest.CreatePreparer(
autorest.AsPost(),
autorest.WithCustomBaseURL("https://{AzureRegion}.api.cognitive.microsoft.com/face/v1.0", urlParameters),
autorest.WithPath("/detect"),
autorest.WithFile(imageParameter),
autorest.WithQueryParameters(queryParameters))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// DetectInStreamSender sends the DetectInStream request. The method will close the
// http.Response Body if it receives an error.
func (client Client) DetectInStreamSender(req *http.Request) (*http.Response, error) {
return autorest.SendWithSender(client, req,
autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}
// DetectInStreamResponder handles the response to the DetectInStream request. The method always
// closes the http.Response Body.
func (client Client) DetectInStreamResponder(resp *http.Response) (result ListDetectedFace, err error) {
err = autorest.Respond(
resp,
client.ByInspecting(),
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result.Value),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// FindSimilar given query face's faceId, find the similar-looking faces from a faceId array or a faceListId.
//
// body is request body for Find Similar.
func (client Client) FindSimilar(ctx context.Context, body FindSimilarRequest) (result ListSimilarFaceResult, err error) {
if err := validation.Validate([]validation.Validation{
{TargetValue: body,
Constraints: []validation.Constraint{{Target: "body.FaceID", Name: validation.Null, Rule: true,
Chain: []validation.Constraint{{Target: "body.FaceID", Name: validation.MaxLength, Rule: 64, Chain: nil}}},
{Target: "body.FaceListID", Name: validation.Null, Rule: false,
Chain: []validation.Constraint{{Target: "body.FaceListID", Name: validation.MaxLength, Rule: 64, Chain: nil},
{Target: "body.FaceListID", Name: validation.Pattern, Rule: `^[a-z0-9-_]+$`, Chain: nil},
}},
{Target: "body.FaceIds", Name: validation.Null, Rule: false,
Chain: []validation.Constraint{{Target: "body.FaceIds", Name: validation.MaxItems, Rule: 1000, Chain: nil}}},
{Target: "body.MaxNumOfCandidatesReturned", Name: validation.Null, Rule: false,
Chain: []validation.Constraint{{Target: "body.MaxNumOfCandidatesReturned", Name: validation.InclusiveMaximum, Rule: 1000, Chain: nil},
{Target: "body.MaxNumOfCandidatesReturned", Name: validation.InclusiveMinimum, Rule: 1, Chain: nil},
}}}}}); err != nil {
return result, validation.NewErrorWithValidationError(err, "face.Client", "FindSimilar")
}
req, err := client.FindSimilarPreparer(ctx, body)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "FindSimilar", nil, "Failure preparing request")
return
}
resp, err := client.FindSimilarSender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "face.Client", "FindSimilar", resp, "Failure sending request")
return
}
result, err = client.FindSimilarResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "FindSimilar", resp, "Failure responding to request")
}
return
}
// FindSimilarPreparer prepares the FindSimilar request.
func (client Client) FindSimilarPreparer(ctx context.Context, body FindSimilarRequest) (*http.Request, error) {
urlParameters := map[string]interface{}{
"AzureRegion": client.AzureRegion,
}
preparer := autorest.CreatePreparer(
autorest.AsJSON(),
autorest.AsPost(),
autorest.WithCustomBaseURL("https://{AzureRegion}.api.cognitive.microsoft.com/face/v1.0", urlParameters),
autorest.WithPath("/findsimilars"),
autorest.WithJSON(body))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// FindSimilarSender sends the FindSimilar request. The method will close the
// http.Response Body if it receives an error.
func (client Client) FindSimilarSender(req *http.Request) (*http.Response, error) {
return autorest.SendWithSender(client, req,
autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}
// FindSimilarResponder handles the response to the FindSimilar request. The method always
// closes the http.Response Body.
func (client Client) FindSimilarResponder(resp *http.Response) (result ListSimilarFaceResult, err error) {
err = autorest.Respond(
resp,
client.ByInspecting(),
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result.Value),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// Group divide candidate faces into groups based on face similarity.
//
// body is request body for grouping.
func (client Client) Group(ctx context.Context, body GroupRequest) (result GroupResponse, err error) {
if err := validation.Validate([]validation.Validation{
{TargetValue: body,
Constraints: []validation.Constraint{{Target: "body.FaceIds", Name: validation.Null, Rule: true,
Chain: []validation.Constraint{{Target: "body.FaceIds", Name: validation.MaxItems, Rule: 1000, Chain: nil}}}}}}); err != nil {
return result, validation.NewErrorWithValidationError(err, "face.Client", "Group")
}
req, err := client.GroupPreparer(ctx, body)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "Group", nil, "Failure preparing request")
return
}
resp, err := client.GroupSender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "face.Client", "Group", resp, "Failure sending request")
return
}
result, err = client.GroupResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "Group", resp, "Failure responding to request")
}
return
}
// GroupPreparer prepares the Group request.
func (client Client) GroupPreparer(ctx context.Context, body GroupRequest) (*http.Request, error) {
urlParameters := map[string]interface{}{
"AzureRegion": client.AzureRegion,
}
preparer := autorest.CreatePreparer(
autorest.AsJSON(),
autorest.AsPost(),
autorest.WithCustomBaseURL("https://{AzureRegion}.api.cognitive.microsoft.com/face/v1.0", urlParameters),
autorest.WithPath("/group"),
autorest.WithJSON(body))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// GroupSender sends the Group request. The method will close the
// http.Response Body if it receives an error.
func (client Client) GroupSender(req *http.Request) (*http.Response, error) {
return autorest.SendWithSender(client, req,
autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}
// GroupResponder handles the response to the Group request. The method always
// closes the http.Response Body.
func (client Client) GroupResponder(resp *http.Response) (result GroupResponse, err error) {
err = autorest.Respond(
resp,
client.ByInspecting(),
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// Identify identify unknown faces from a person group.
//
// body is request body for identify operation.
func (client Client) Identify(ctx context.Context, body IdentifyRequest) (result ListIdentifyResultItem, err error) {
if err := validation.Validate([]validation.Validation{
{TargetValue: body,
Constraints: []validation.Constraint{{Target: "body.PersonGroupID", Name: validation.Null, Rule: true,
Chain: []validation.Constraint{{Target: "body.PersonGroupID", Name: validation.MaxLength, Rule: 64, Chain: nil},
{Target: "body.PersonGroupID", Name: validation.Pattern, Rule: `^[a-z0-9-_]+$`, Chain: nil},
}},
{Target: "body.FaceIds", Name: validation.Null, Rule: true,
Chain: []validation.Constraint{{Target: "body.FaceIds", Name: validation.MaxItems, Rule: 1000, Chain: nil}}},
{Target: "body.MaxNumOfCandidatesReturned", Name: validation.Null, Rule: false,
Chain: []validation.Constraint{{Target: "body.MaxNumOfCandidatesReturned", Name: validation.InclusiveMaximum, Rule: 1000, Chain: nil},
{Target: "body.MaxNumOfCandidatesReturned", Name: validation.InclusiveMinimum, Rule: 1, Chain: nil},
}}}}}); err != nil {
return result, validation.NewErrorWithValidationError(err, "face.Client", "Identify")
}
req, err := client.IdentifyPreparer(ctx, body)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "Identify", nil, "Failure preparing request")
return
}
resp, err := client.IdentifySender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "face.Client", "Identify", resp, "Failure sending request")
return
}
result, err = client.IdentifyResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "Identify", resp, "Failure responding to request")
}
return
}
// IdentifyPreparer prepares the Identify request.
func (client Client) IdentifyPreparer(ctx context.Context, body IdentifyRequest) (*http.Request, error) {
urlParameters := map[string]interface{}{
"AzureRegion": client.AzureRegion,
}
preparer := autorest.CreatePreparer(
autorest.AsJSON(),
autorest.AsPost(),
autorest.WithCustomBaseURL("https://{AzureRegion}.api.cognitive.microsoft.com/face/v1.0", urlParameters),
autorest.WithPath("/identify"),
autorest.WithJSON(body))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// IdentifySender sends the Identify request. The method will close the
// http.Response Body if it receives an error.
func (client Client) IdentifySender(req *http.Request) (*http.Response, error) {
return autorest.SendWithSender(client, req,
autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}
// IdentifyResponder handles the response to the Identify request. The method always
// closes the http.Response Body.
func (client Client) IdentifyResponder(resp *http.Response) (result ListIdentifyResultItem, err error) {
err = autorest.Respond(
resp,
client.ByInspecting(),
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result.Value),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// Verify verify whether two faces belong to a same person or whether one face belongs to a person.
//
// body is request body for verify operation.
func (client Client) Verify(ctx context.Context, body VerifyRequest) (result VerifyResult, err error) {
if err := validation.Validate([]validation.Validation{
{TargetValue: body,
Constraints: []validation.Constraint{{Target: "body.FaceID1", Name: validation.Null, Rule: true,
Chain: []validation.Constraint{{Target: "body.FaceID1", Name: validation.MaxLength, Rule: 64, Chain: nil}}},
{Target: "body.FaceID2", Name: validation.Null, Rule: true,
Chain: []validation.Constraint{{Target: "body.FaceID2", Name: validation.MaxLength, Rule: 64, Chain: nil}}}}}}); err != nil {
return result, validation.NewErrorWithValidationError(err, "face.Client", "Verify")
}
req, err := client.VerifyPreparer(ctx, body)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "Verify", nil, "Failure preparing request")
return
}
resp, err := client.VerifySender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "face.Client", "Verify", resp, "Failure sending request")
return
}
result, err = client.VerifyResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "Verify", resp, "Failure responding to request")
}
return
}
// VerifyPreparer prepares the Verify request.
func (client Client) VerifyPreparer(ctx context.Context, body VerifyRequest) (*http.Request, error) {
urlParameters := map[string]interface{}{
"AzureRegion": client.AzureRegion,
}
preparer := autorest.CreatePreparer(
autorest.AsJSON(),
autorest.AsPost(),
autorest.WithCustomBaseURL("https://{AzureRegion}.api.cognitive.microsoft.com/face/v1.0", urlParameters),
autorest.WithPath("/verify"),
autorest.WithJSON(body))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// VerifySender sends the Verify request. The method will close the
// http.Response Body if it receives an error.
func (client Client) VerifySender(req *http.Request) (*http.Response, error) {
return autorest.SendWithSender(client, req,
autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}
// VerifyResponder handles the response to the Verify request. The method always
// closes the http.Response Body.
func (client Client) VerifyResponder(resp *http.Response) (result VerifyResult, err error) {
err = autorest.Respond(
resp,
client.ByInspecting(),
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// VerifyWithPersonGroup verify whether two faces belong to a same person. Compares a face Id with a Person Id
//
// body is request body for verifying two faces in a person group
func (client Client) VerifyWithPersonGroup(ctx context.Context, body VerifyPersonGroupRequest) (result VerifyResult, err error) {
if err := validation.Validate([]validation.Validation{
{TargetValue: body,
Constraints: []validation.Constraint{{Target: "body.FaceID", Name: validation.Null, Rule: true,
Chain: []validation.Constraint{{Target: "body.FaceID", Name: validation.MaxLength, Rule: 64, Chain: nil}}},
{Target: "body.PersonID", Name: validation.Null, Rule: true, Chain: nil},
{Target: "body.PersonGroupID", Name: validation.Null, Rule: true,
Chain: []validation.Constraint{{Target: "body.PersonGroupID", Name: validation.MaxLength, Rule: 64, Chain: nil},
{Target: "body.PersonGroupID", Name: validation.Pattern, Rule: `^[a-z0-9-_]+$`, Chain: nil},
}}}}}); err != nil {
return result, validation.NewErrorWithValidationError(err, "face.Client", "VerifyWithPersonGroup")
}
req, err := client.VerifyWithPersonGroupPreparer(ctx, body)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "VerifyWithPersonGroup", nil, "Failure preparing request")
return
}
resp, err := client.VerifyWithPersonGroupSender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "face.Client", "VerifyWithPersonGroup", resp, "Failure sending request")
return
}
result, err = client.VerifyWithPersonGroupResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "face.Client", "VerifyWithPersonGroup", resp, "Failure responding to request")
}
return
}
// VerifyWithPersonGroupPreparer prepares the VerifyWithPersonGroup request.
func (client Client) VerifyWithPersonGroupPreparer(ctx context.Context, body VerifyPersonGroupRequest) (*http.Request, error) {
urlParameters := map[string]interface{}{
"AzureRegion": client.AzureRegion,
}
preparer := autorest.CreatePreparer(
autorest.AsJSON(),
autorest.AsPost(),
autorest.WithCustomBaseURL("https://{AzureRegion}.api.cognitive.microsoft.com/face/v1.0", urlParameters),
autorest.WithPath("/verify"),
autorest.WithJSON(body))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// VerifyWithPersonGroupSender sends the VerifyWithPersonGroup request. The method will close the
// http.Response Body if it receives an error.
func (client Client) VerifyWithPersonGroupSender(req *http.Request) (*http.Response, error) {
return autorest.SendWithSender(client, req,
autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}
// VerifyWithPersonGroupResponder handles the response to the VerifyWithPersonGroup request. The method always
// closes the http.Response Body.
func (client Client) VerifyWithPersonGroupResponder(resp *http.Response) (result VerifyResult, err error) {
err = autorest.Respond(
resp,
client.ByInspecting(),
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}