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SearchFeaturesRequest(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Request message for FeaturestoreService.SearchFeatures.
Attributes |
|
---|---|
Name | Description |
location |
str
Required. The resource name of the Location to search Features. Format: projects/{project}/locations/{location}
|
query |
str
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 |
str
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.
|
Methods
SearchFeaturesRequest
SearchFeaturesRequest(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Request message for FeaturestoreService.SearchFeatures.