qdrant/openapi/tests/openapi_integration/test_payload_indexing.py

import pytest

from .helpers.helpers import request_with_validation
from .helpers.collection_setup import basic_collection_setup, drop_collection

collection_name = 'test_collection_payload_indexing'


@pytest.fixture(autouse=True)
def setup():
    basic_collection_setup(collection_name=collection_name)
    yield
    drop_collection(collection_name=collection_name)


def test_payload_indexing_operations():
    # create payload
    response = request_with_validation(
        api='/collections/{collection_name}/points/payload',
        method="POST",
        path_params={'collection_name': collection_name},
        query_params={'wait': 'true'},
        body={
            "payload": {"test_payload": "keyword"},
            "points": [6]
        }
    )
    assert response.ok

    response = request_with_validation(
        api='/collections/{collection_name}',
        method="GET",
        path_params={'collection_name': collection_name},
    )
    assert response.ok

    # Create index
    response = request_with_validation(
        api='/collections/{collection_name}/index',
        method="PUT",
        path_params={'collection_name': collection_name},
        query_params={'wait': 'true'},
        body={
            "field_name": "test_payload",
            "field_schema": "keyword"
        }
    )
    assert response.ok

    response = request_with_validation(
        api='/collections/{collection_name}',
        method="GET",
        path_params={'collection_name': collection_name},
    )
    assert response.ok
    assert response.json()['result']['payload_schema']['test_payload']['data_type'] == "keyword"

    # Delete index
    response = request_with_validation(
        api='/collections/{collection_name}/index/{field_name}',
        method="DELETE",
        path_params={'collection_name': collection_name, 'field_name': 'test_payload'},
        query_params={'wait': 'true'},
    )
    assert response.ok

    response = request_with_validation(
        api='/collections/{collection_name}',
        method="GET",
        path_params={'collection_name': collection_name},
    )
    assert response.ok
    assert len(response.json()['result']['payload_schema']) == 0
    
    
def set_payload(payload, points):
    response = request_with_validation(
        api='/collections/{collection_name}/points/payload',
        method="POST",
        path_params={'collection_name': collection_name},
        query_params={'wait': 'true'},
        body={
            "payload": payload,
            "points": points
        }
    )
    assert response.ok
    
    
def test_boolean_index():
    bool_key = "boolean_payload"
    # create payload
    set_payload({bool_key: False}, [1, 2, 3, 4])
    set_payload({bool_key: [True, False]}, [5])
    set_payload({bool_key: True}, [6, 7])

    # Create index
    response = request_with_validation(
        api='/collections/{collection_name}/index',
        method="PUT",
        path_params={'collection_name': collection_name},
        query_params={'wait': 'true'},
        body={
            "field_name": bool_key,
            "field_schema": "bool"
        }
    )
    assert response.ok

    response = request_with_validation(
        api='/collections/{collection_name}',
        method="GET",
        path_params={'collection_name': collection_name},
    )
    assert response.ok
    assert response.json()['result']['payload_schema'][bool_key]['data_type'] == "bool"
    assert response.json()['result']['payload_schema'][bool_key]['points'] == 7

    # Delete index
    response = request_with_validation(
        api='/collections/{collection_name}/index/{field_name}',
        method="DELETE",
        path_params={'collection_name': collection_name, 'field_name': bool_key},
        query_params={'wait': 'true'},
    )
    assert response.ok

    response = request_with_validation(
        api='/collections/{collection_name}',
        method="GET",
        path_params={'collection_name': collection_name},
    )
    assert response.ok
    assert len(response.json()['result']['payload_schema']) == 0