Google Cloud Ai Platform V1 Client - Class SearchFeaturesRequest (1.12.0)

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

Request message for FeaturestoreService.SearchFeatures.

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

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name Description
data array

Optional. Data for populating the Message object.
↳ location string

Required. The resource name of the Location to search Features. Format: projects/{project}/locations/{location}
↳ query string

Query string that is a conjunction of field-restricted queries and/or field-restricted filters. Field-restricted queries and filters can be combined using AND to form a conjunction. A field query is in the form FIELD:QUERY. This implicitly checks if QUERY exists as a substring within Feature's FIELD. The QUERY and the FIELD are converted to a sequence of words (i.e. tokens) for comparison. This is done by: * * Removing leading/trailing whitespace and tokenizing the search value. Characters that are not one of alphanumeric [a-zA-Z0-9], underscore _, or asterisk * are treated as delimiters for tokens. * is treated as a wildcard that matches characters within a token. * * Ignoring case. * * Prepending an asterisk to the first and appending an asterisk to the last token in QUERY. A QUERY must be either a singular token or a phrase. A phrase is one or multiple words enclosed in double quotation marks ("). With phrases, the order of the words is important. Words in the phrase must be matching in order and consecutively. Supported FIELDs for field-restricted queries: * feature_id * description * entity_type_id Examples: * feature_id: foo --> Matches a Feature with ID containing the substring foo (eg. foo, foofeature, barfoo). * feature_id: foo*feature --> Matches a Feature with ID containing the substring foo*feature (eg. foobarfeature). * feature_id: foo AND description: bar --> Matches a Feature with ID containing the substring foo and description containing the substring bar. Besides field queries, the following exact-match filters are supported. The exact-match filters do not support wildcards. Unlike field-restricted queries, exact-match filters are case-sensitive. * feature_id: Supports = comparisons. * description: Supports = comparisons. Multi-token filters should be enclosed in quotes. * entity_type_id: Supports = comparisons. * value_type: Supports = and != comparisons. * labels: Supports key-value equality as well as key presence. * featurestore_id: Supports = comparisons. Examples: * description = "foo bar" --> Any Feature with description exactly equal to foo bar * * value_type = DOUBLE --> Features whose type is DOUBLE. * * labels.active = yes AND labels.env = prod --> Features having both (active: yes) and (env: prod) labels. * * labels.env: * --> Any Feature which has a label with env as the key.
↳ page_size int

The maximum number of Features to return. The service may return fewer than this value. If unspecified, at most 100 Features will be returned. The maximum value is 100; any value greater than 100 will be coerced to 100.
↳ page_token string

A page token, received from a previous FeaturestoreService.SearchFeatures call. Provide this to retrieve the subsequent page. When paginating, all other parameters provided to FeaturestoreService.SearchFeatures, except page_size, must match the call that provided the page token.

getLocation

Required. The resource name of the Location to search Features.

Format: projects/{project}/locations/{location}

Returns
Type Description
string

setLocation

Required. The resource name of the Location to search Features.

Format: projects/{project}/locations/{location}

Parameter
Name Description
var string
Returns
Type Description
$this

getQuery

Query string that is a conjunction of field-restricted queries and/or field-restricted filters. Field-restricted queries and filters can be combined using AND to form a conjunction.

A field query is in the form FIELD:QUERY. This implicitly checks if QUERY exists as a substring within Feature's FIELD. The QUERY and the FIELD are converted to a sequence of words (i.e. tokens) for comparison. This is done by:

  • Removing leading/trailing whitespace and tokenizing the search value. Characters that are not one of alphanumeric [a-zA-Z0-9], underscore _, or asterisk * are treated as delimiters for tokens. * is treated as a wildcard that matches characters within a token.
  • Ignoring case.
  • Prepending an asterisk to the first and appending an asterisk to the last token in QUERY. A QUERY must be either a singular token or a phrase. A phrase is one or multiple words enclosed in double quotation marks ("). With phrases, the order of the words is important. Words in the phrase must be matching in order and consecutively. Supported FIELDs for field-restricted queries:
    • feature_id
    • description
    • entity_type_id Examples:
    • feature_id: foo --> Matches a Feature with ID containing the substring foo (eg. foo, foofeature, barfoo).
    • feature_id: foo*feature --> Matches a Feature with ID containing the substring foo*feature (eg. foobarfeature).
    • feature_id: foo AND description: bar --> Matches a Feature with ID containing the substring foo and description containing the substring bar. Besides field queries, the following exact-match filters are supported. The exact-match filters do not support wildcards. Unlike field-restricted queries, exact-match filters are case-sensitive.
    • feature_id: Supports = comparisons.
    • description: Supports = comparisons. Multi-token filters should be enclosed in quotes.
    • entity_type_id: Supports = comparisons.
    • value_type: Supports = and != comparisons.
    • labels: Supports key-value equality as well as key presence.
    • featurestore_id: Supports = comparisons. Examples:
    • description = "foo bar" --> Any Feature with description exactly equal to foo bar
    • value_type = DOUBLE --> Features whose type is DOUBLE.
    • labels.active = yes AND labels.env = prod --> Features having both (active: yes) and (env: prod) labels.
    • labels.env: * --> Any Feature which has a label with env as the key.
Returns
Type Description
string

setQuery

Query string that is a conjunction of field-restricted queries and/or field-restricted filters. Field-restricted queries and filters can be combined using AND to form a conjunction.

A field query is in the form FIELD:QUERY. This implicitly checks if QUERY exists as a substring within Feature's FIELD. The QUERY and the FIELD are converted to a sequence of words (i.e. tokens) for comparison. This is done by:

  • Removing leading/trailing whitespace and tokenizing the search value. Characters that are not one of alphanumeric [a-zA-Z0-9], underscore _, or asterisk * are treated as delimiters for tokens. * is treated as a wildcard that matches characters within a token.
  • Ignoring case.
  • Prepending an asterisk to the first and appending an asterisk to the last token in QUERY. A QUERY must be either a singular token or a phrase. A phrase is one or multiple words enclosed in double quotation marks ("). With phrases, the order of the words is important. Words in the phrase must be matching in order and consecutively. Supported FIELDs for field-restricted queries:
    • feature_id
    • description
    • entity_type_id Examples:
    • feature_id: foo --> Matches a Feature with ID containing the substring foo (eg. foo, foofeature, barfoo).
    • feature_id: foo*feature --> Matches a Feature with ID containing the substring foo*feature (eg. foobarfeature).
    • feature_id: foo AND description: bar --> Matches a Feature with ID containing the substring foo and description containing the substring bar. Besides field queries, the following exact-match filters are supported. The exact-match filters do not support wildcards. Unlike field-restricted queries, exact-match filters are case-sensitive.
    • feature_id: Supports = comparisons.
    • description: Supports = comparisons. Multi-token filters should be enclosed in quotes.
    • entity_type_id: Supports = comparisons.
    • value_type: Supports = and != comparisons.
    • labels: Supports key-value equality as well as key presence.
    • featurestore_id: Supports = comparisons. Examples:
    • description = "foo bar" --> Any Feature with description exactly equal to foo bar
    • value_type = DOUBLE --> Features whose type is DOUBLE.
    • labels.active = yes AND labels.env = prod --> Features having both (active: yes) and (env: prod) labels.
    • labels.env: * --> Any Feature which has a label with env as the key.
Parameter
Name Description
var string
Returns
Type Description
$this

getPageSize

The maximum number of Features to return. The service may return fewer than this value. If unspecified, at most 100 Features will be returned.

The maximum value is 100; any value greater than 100 will be coerced to 100.

Returns
Type Description
int

setPageSize

The maximum number of Features to return. The service may return fewer than this value. If unspecified, at most 100 Features will be returned.

The maximum value is 100; any value greater than 100 will be coerced to 100.

Parameter
Name Description
var int
Returns
Type Description
$this

getPageToken

A page token, received from a previous FeaturestoreService.SearchFeatures call. Provide this to retrieve the subsequent page.

When paginating, all other parameters provided to FeaturestoreService.SearchFeatures, except page_size, must match the call that provided the page token.

Returns
Type Description
string

setPageToken

A page token, received from a previous FeaturestoreService.SearchFeatures call. Provide this to retrieve the subsequent page.

When paginating, all other parameters provided to FeaturestoreService.SearchFeatures, except page_size, must match the call that provided the page token.

Parameter
Name Description
var string
Returns
Type Description
$this

static::build

Parameter
Name Description
location string

Required. The resource name of the Location to search Features. Format: projects/{project}/locations/{location} Please see FeaturestoreServiceClient::locationName() for help formatting this field.
Returns
Type Description
SearchFeaturesRequest

static::buildFromLocationQuery

Parameters
Name Description
location string

Required. The resource name of the Location to search Features. Format: projects/{project}/locations/{location} Please see FeaturestoreServiceClient::locationName() for help formatting this field.
query string

Query string that is a conjunction of field-restricted queries and/or field-restricted filters. Field-restricted queries and filters can be combined using AND to form a conjunction.

A field query is in the form FIELD:QUERY. This implicitly checks if QUERY exists as a substring within Feature's FIELD. The QUERY and the FIELD are converted to a sequence of words (i.e. tokens) for comparison. This is done by:

    • Removing leading/trailing whitespace and tokenizing the search value. Characters that are not one of alphanumeric [a-zA-Z0-9], underscore _, or asterisk * are treated as delimiters for tokens. * is treated as a wildcard that matches characters within a token.
    • Ignoring case.
    • Prepending an asterisk to the first and appending an asterisk to the last token in QUERY.

A QUERY must be either a singular token or a phrase. A phrase is one or multiple words enclosed in double quotation marks ("). With phrases, the order of the words is important. Words in the phrase must be matching in order and consecutively.

Supported FIELDs for field-restricted queries:

  • feature_id
  • description
  • entity_type_id

Examples:

  • feature_id: foo --> Matches a Feature with ID containing the substring foo (eg. foo, foofeature, barfoo).
  • feature_id: foo*feature --> Matches a Feature with ID containing the substring foo*feature (eg. foobarfeature).
  • feature_id: foo AND description: bar --> Matches a Feature with ID containing the substring foo and description containing the substring bar.

Besides field queries, the following exact-match filters are supported. The exact-match filters do not support wildcards. Unlike field-restricted queries, exact-match filters are case-sensitive.

  • feature_id: Supports = comparisons.
  • description: Supports = comparisons. Multi-token filters should be enclosed in quotes.
  • entity_type_id: Supports = comparisons.
  • value_type: Supports = and != comparisons.
  • labels: Supports key-value equality as well as key presence.
  • featurestore_id: Supports = comparisons.

Examples:

  • description = "foo bar" --> Any Feature with description exactly equal to foo bar
    • value_type = DOUBLE --> Features whose type is DOUBLE.
    • labels.active = yes AND labels.env = prod --> Features having both (active: yes) and (env: prod) labels.
    • labels.env: * --> Any Feature which has a label with env as the key.
Returns
Type Description
SearchFeaturesRequest