Google Cloud Ai Platform V1 Client - Class Candidate (1.31.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Candidate.

A response candidate generated from the model.

Generated from protobuf message google.cloud.aiplatform.v1.Candidate

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name
Description
data
array

Optional. Data for populating the Message object.

↳ index
int

Output only. Index of the candidate.

↳ content
Content

Output only. Content parts of the candidate.

↳ score
float

Output only. Confidence score of the candidate.

↳ avg_logprobs
float

Output only. Average log probability score of the candidate.

↳ logprobs_result
LogprobsResult

Output only. Log-likelihood scores for the response tokens and top tokens

↳ finish_reason
int

Output only. The reason why the model stopped generating tokens. If empty, the model has not stopped generating the tokens.

↳ safety_ratings
array< SafetyRating >

Output only. List of ratings for the safety of a response candidate. There is at most one rating per category.

↳ finish_message
string

Output only. Describes the reason the mode stopped generating tokens in more detail. This is only filled when finish_reason is set.

↳ citation_metadata
CitationMetadata

Output only. Source attribution of the generated content.

↳ grounding_metadata
GroundingMetadata

Output only. Metadata specifies sources used to ground generated content.

↳ url_context_metadata
UrlContextMetadata

Output only. Metadata related to url context retrieval tool.

getIndex

Output only. Index of the candidate.

Returns
Type
Description
int

setIndex

Output only. Index of the candidate.

Parameter
Name
Description
var
int
Returns
Type
Description
$this

getContent

Output only. Content parts of the candidate.

Returns
Type
Description
Content |null

hasContent

clearContent

setContent

Output only. Content parts of the candidate.

Parameter
Name
Description
var
Returns
Type
Description
$this

getScore

Output only. Confidence score of the candidate.

Returns
Type
Description
float

setScore

Output only. Confidence score of the candidate.

Parameter
Name
Description
var
float
Returns
Type
Description
$this

getAvgLogprobs

Output only. Average log probability score of the candidate.

Returns
Type
Description
float

setAvgLogprobs

Output only. Average log probability score of the candidate.

Parameter
Name
Description
var
float
Returns
Type
Description
$this

getLogprobsResult

Output only. Log-likelihood scores for the response tokens and top tokens

Returns
Type
Description

hasLogprobsResult

clearLogprobsResult

setLogprobsResult

Output only. Log-likelihood scores for the response tokens and top tokens

Parameter
Name
Description
Returns
Type
Description
$this

getFinishReason

Output only. The reason why the model stopped generating tokens.

If empty, the model has not stopped generating the tokens.

Returns
Type
Description
int

setFinishReason

Output only. The reason why the model stopped generating tokens.

If empty, the model has not stopped generating the tokens.

Parameter
Name
Description
var
int
Returns
Type
Description
$this

getSafetyRatings

Output only. List of ratings for the safety of a response candidate.

There is at most one rating per category.

Returns
Type
Description

setSafetyRatings

Output only. List of ratings for the safety of a response candidate.

There is at most one rating per category.

Parameter
Name
Description
var
array< SafetyRating >
Returns
Type
Description
$this

getFinishMessage

Output only. Describes the reason the mode stopped generating tokens in more detail. This is only filled when finish_reason is set.

Returns
Type
Description
string

hasFinishMessage

clearFinishMessage

setFinishMessage

Output only. Describes the reason the mode stopped generating tokens in more detail. This is only filled when finish_reason is set.

Parameter
Name
Description
var
string
Returns
Type
Description
$this

Output only. Source attribution of the generated content.

Returns
Type
Description

Output only. Source attribution of the generated content.

Parameter
Name
Description
Returns
Type
Description
$this

Output only. Metadata specifies sources used to ground generated content.

Returns
Type
Description

Output only. Metadata specifies sources used to ground generated content.

Parameter
Name
Description
Returns
Type
Description
$this

Output only. Metadata related to url context retrieval tool.

Returns
Type
Description

Output only. Metadata related to url context retrieval tool.

Parameter
Name
Description
Returns
Type
Description
$this
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