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NumericFilter(mapping=None, *, ignore_unknown_fields=False, **kwargs)Numeric filter is used to search a subset of the entities by using boolean rules on numeric columns. For example: Database Point 0: {name: “a” value_int: 42} {name: “b” value_float: 1.0} Database Point 1: {name: “a” value_int: 10} {name: “b” value_float: 2.0} Database Point 2: {name: “a” value_int: -1} {name: “b” value_float: 3.0} Query: {name: “a” value_int: 12 operator: LESS} // Matches Point 1, 2 {name: “b” value_float: 2.0 operator: EQUAL} // Matches Point 1
This message has oneof_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Attributes |
|
|---|---|
| Name | Description |
value_int |
int
int value type. This field is a member of oneof_ Value.
|
value_float |
float
float value type. This field is a member of oneof_ Value.
|
value_double |
float
double value type. This field is a member of oneof_ Value.
|
name |
str
Required. Column name in BigQuery that used as filters. |
op |
google.cloud.aiplatform_v1.types.NearestNeighborQuery.NumericFilter.Operator
Optional. This MUST be specified for queries and must NOT be specified for database points. This field is a member of oneof_ _op.
|
Classes
Operator
Operator(value)Datapoints for which Operator is true relative to the query’s Value field will be allowlisted.
Methods
NumericFilter
NumericFilter(mapping=None, *, ignore_unknown_fields=False, **kwargs)Numeric filter is used to search a subset of the entities by using boolean rules on numeric columns. For example: Database Point 0: {name: “a” value_int: 42} {name: “b” value_float: 1.0} Database Point 1: {name: “a” value_int: 10} {name: “b” value_float: 2.0} Database Point 2: {name: “a” value_int: -1} {name: “b” value_float: 3.0} Query: {name: “a” value_int: 12 operator: LESS} // Matches Point 1, 2 {name: “b” value_float: 2.0 operator: EQUAL} // Matches Point 1
This message has oneof_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields