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import pytest
from .helpers.collection_setup import basic_collection_setup, drop_collection
from .helpers.helpers import request_with_validation
@pytest.fixture(autouse=True)
def setup(collection_name):
basic_collection_setup(collection_name=collection_name)
yield
drop_collection(collection_name=collection_name)
def test_payload_indexing_operations(collection_name):
# 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(collection_name, 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_index_with_numeric_key(collection_name):
response = request_with_validation(
api='/collections/{collection_name}/index',
method="PUT",
path_params={'collection_name': collection_name},
query_params={'wait': 'true'},
body={
"field_name": "123",
"field_schema": "keyword"
}
)
assert response.ok
def test_boolean_index(collection_name):
bool_key = "boolean_payload"
# create payload
set_payload(collection_name, {bool_key: False}, [1, 2, 3, 4])
set_payload(collection_name, {bool_key: [True, False]}, [5])
set_payload(collection_name, {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
def test_datetime_indexing(collection_name):
datetime_key = "datetime_payload"
# create payload
set_payload(collection_name, {datetime_key: "2015-01-01T00:00:00Z"}, [1])
set_payload(collection_name, {datetime_key: "2015-02-01T08:00:00+02:00"}, [2])
# 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": datetime_key,
"field_schema": "datetime"
}
)
assert response.ok
# test with mixed datetime format
data = [
({"gte": "2015-01-01", "lte": "2015-01-01 00:00"}, [1]),
({"gte": "2015-01-01T01:00:00+01:00", "lte": "2015-01-01T01:00:00+01:00"}, [1]),
({"gte": "2015-02-01T06:00:00", "lte": "2015-02-01T06:00:00Z"}, [2]),
# date_optional_time
({"gte": "2015-02-01T06:00:00.000000000", "lte": "2015-02-01T06:00:00.000000000"}, [2]),
]
for range_, expected_ids in data:
response = request_with_validation(
api="/collections/{collection_name}/points/scroll",
method="POST",
path_params={"collection_name": collection_name},
body={
"with_vector": False,
"filter": {"must": [{"key": datetime_key, "range": range_}]},
},
)
assert response.ok, response.json()
point_ids = [p["id"] for p in response.json()["result"]["points"]]
assert all(id in point_ids for id in expected_ids)
# test with wrong/unsupported datetime format
wrong_data = [
# RFC 2822 format
({"gte": "Thu, 01 Jan 2015 01:00:00 +0100",
"lte": "Thu, 01 Jan 2015 01:00:00 +0100"}, [1]),
# Unix millisecond timestamp
({"gte": "1422758400000", "lte": "1422758400000"}, [1]),
# Unix second timestamp
({"gte": "1420070400", "lte": "1420070400"}, [1]),
# Human readable format
({"gte": "2015-02-01 06:00:00 AM",
"lte": "2015-02-01 06:00:00 AM"}, [2]),
# Here are some elasticsearch built-in datetime format
# Reference: https://www.elastic.co/guide/en/elasticsearch/reference/current/mapping-date-format.html#built-in-date-formats
# basic_date
({"gte": "20150201", "lte": "20150201"}, [2]),
# basic_date_time
({"gte": "20150201T060000.000Z", "lte": "20150201T060000.000Z"}, [2]),
# basic_ordinal_date_time_no_millis
({"gte": "2015032T060000Z", "lte": "2015032T060000Z"}, [2]),
# wrong format mixed with supported format
({"gte": "2015032T060000Z", "lte": "2015-02-01T06:00:00"}, [2]),
]
for range_, expected_ids in wrong_data:
response = request_with_validation(
api="/collections/{collection_name}/points/scroll",
method="POST",
path_params={"collection_name": collection_name},
body={
"with_vector": False,
"filter": {"must": [{"key": datetime_key, "range": range_}]},
},
)
assert not response.ok
def test_update_payload_on_indexed_field(collection_name):
keyword_field = "city"
response = request_with_validation(
api='/collections/{collection_name}/index',
method="PUT",
path_params={'collection_name': collection_name},
query_params={'wait': 'true'},
body={
"field_name": keyword_field,
"field_schema": "keyword"
}
)
assert response.ok
response = request_with_validation(
api='/collections/{collection_name}',
method="PATCH",
path_params={'collection_name': collection_name},
body={
"optimizers_config": {
"indexing_threshold": 100
}
}
)
assert response.ok
response = request_with_validation(
api='/collections/{collection_name}/points/scroll',
method="POST",
path_params={'collection_name': collection_name},
body={
"with_vector": False,
"filter": {
"must": [
{"key": "city", "match": {"value": "Berlin"}}
]
}
}
)
assert response.ok
assert [p['id'] for p in response.json()['result']['points']] == [1, 2, 3]
# 2: city: [Berlin, London]
# 4: city: [London, Moscow]
set_payload(collection_name, {"foo": "bar"}, [2, 4])
response = request_with_validation(
api='/collections/{collection_name}/points/scroll',
method="POST",
path_params={'collection_name': collection_name},
body={
"with_vector": False,
"filter": {
"must": [
{"key": "city", "match": {"value": "Berlin"}}
]
}
}
)
assert response.ok
assert [p['id'] for p in response.json()['result']['points']] == [1, 2, 3]
def test_payload_schemas(collection_name):
FIELDS = [
"keyword",
"integer",
"float",
"geo",
"text",
"bool",
"datetime",
"uuid",
{
"type": "keyword",
"is_tenant": True,
"on_disk": True,
},
{
"type": "integer",
"lookup": True,
"range": True,
"is_principal": True,
"on_disk": True,
},
{
"type": "float",
"on_disk": True,
"is_principal": True,
},
{
"type": "geo",
},
{
"type": "text",
"tokenizer": "word",
"lowercase": True,
"min_token_len": 2,
"max_token_len": 10,
},
{
"type": "bool",
},
{
"type": "datetime",
"on_disk": True,
"is_principal": True,
},
{
"type": "uuid",
"is_tenant": True,
"on_disk": True,
},
]
try:
for field_no, schema in enumerate(FIELDS):
response = request_with_validation(
api="/collections/{collection_name}/index",
method="PUT",
path_params={"collection_name": collection_name},
query_params={"wait": "true"},
body={
"field_name": f"field_{field_no:02d}",
"field_schema": schema,
},
)
assert response.ok
response = request_with_validation(
api="/collections/{collection_name}",
method="GET",
path_params={"collection_name": collection_name},
)
assert response.ok
for field_no, schema in enumerate(FIELDS):
actual_schema = response.json()["result"]["payload_schema"][
f"field_{field_no:02d}"
]
if isinstance(schema, str):
assert actual_schema["data_type"] == schema
assert "params" not in actual_schema
else:
assert actual_schema["data_type"] == schema["type"]
assert actual_schema["params"] == schema
assert actual_schema["points"] == 0
finally:
for field_no in range(len(FIELDS)):
response = request_with_validation(
api="/collections/{collection_name}/index/{field_name}",
method="DELETE",
path_params={
"collection_name": collection_name,
"field_name": f"field_{field_no:02d}",
},
)
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