Python

query()

This method queries entities that meet specific criteria in a collection…

Invocation

query(
    collection_name,
    filter,
    output_fields,
    timeout
)

Parameters

Parameter	Description	Type	Required
`collection_name`	Name of the collection to query.	String	True
`filter`	Filter used to query data.	String	True
`output_fields`	A list of fields to return. If you leave this parameter empty, all fields excluding the vector field will be returned.	list[String]	False
`timeout`	An optional duration of time in seconds to allow for the RPC. If it is set to None, the client keeps waiting until the server responds or error occurs.	Float	False

Return

A list of dictionaries, excluding the vector field.

Raises

ValueError: Error if the collection is missing.

Example

Query data in a fixed schema:

from pymilvus import MilvusClient

client = MilvusClient(uri, token)

client.query(
    filter='book_id in [2,4,6,8]',
    output_fields=["book_id", "book_intro"] # book_id and book_intro are pre-defined in the schema.
)

Query data in a dynamic schema:

from pymilvus import MilvusClient

client = MilvusClient(uri, token)

client.query(
    filter='$meta["claps"] > 30 and responses < 10',
    output_fields=["title", "claps", "responses"] # claps and responses are not defined in the schema.
)

The preceding code block shows how to access fields claps and responses that are not defined in the schema.

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