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import pytest
from .helpers.helpers import request_with_validation
from .helpers.collection_setup import multivec_collection_setup, drop_collection
from operator import itemgetter
@pytest.fixture(autouse=True)
def setup(on_disk_vectors, collection_name):
multivec_collection_setup(collection_name=collection_name, on_disk_vectors=on_disk_vectors, distance="Dot")
yield
drop_collection(collection_name=collection_name)
def assert_points(collection_name, points, nonexisting_ids=None, with_vectors=False):
ids = [point['id'] for point in points]
ids.extend(nonexisting_ids or [])
if not with_vectors:
for point in points:
point['vector'] = None
response = request_with_validation(
api='/collections/{collection_name}/points',
method='POST',
path_params={'collection_name': collection_name},
body={'ids': ids, 'with_vector': with_vectors, 'with_payload': True},
)
assert response.ok
assert sorted(response.json()['result'], key=itemgetter('id')) == sorted(
points, key=itemgetter('id')
)
def test_batch_update(collection_name):
# Upsert and delete points
response = request_with_validation(
api="/collections/{collection_name}/points/batch",
method="POST",
path_params={"collection_name": collection_name},
body={"operations": [
{
"upsert": {
"points": [
{
"id": 7,
"vector": {
"image": [1.0, 0.0, 9.0, 1.0],
},
"payload": {},
},
]
}
},
{
"upsert": {
"points": [
{
"id": 8,
"vector": {
"image": [7.0, 1.0, 6.0, 9.0],
},
"payload": {},
},
]
}
},
{"delete": {"points": [8]}},
{
"upsert": {
"points": [
{
"id": 7,
"vector": {
"image": [9.0, 9.0, 3.0, 0.0],
"text": [8.0, 1.0, 2.0, 5.0, 2.0, 7.0, 1.0, 6.0],
},
"payload": {},
},
]
}
},
]
},
query_params={"wait": "true"},
)
assert response.ok
assert_points(collection_name,
[
{
"id": 7,
"vector": {
"image": [9.0, 9.0, 3.0, 0.0],
"text": [8.0, 1.0, 2.0, 5.0, 2.0, 7.0, 1.0, 6.0],
},
"payload": {},
}
],
nonexisting_ids=[8],
with_vectors=True,
)
# Update vector
response = request_with_validation(
api="/collections/{collection_name}/points/batch",
method="POST",
path_params={"collection_name": collection_name},
body={
"operations": [
{
"update_vectors": {
"points": [
{
"id": 7,
"vector": {
"image": [2.0, 6.0, 3.0, 2.0],
"text": [5.0, 7.0, 0.0, 8.0, 2.0, 7.0, 1.0, 6.0],
},
},
]
}
},
{
"update_vectors": {
"points": [
{
"id": 7,
"vector": {
"image": [0.0, 3.0, 1.0, 8.0],
},
},
]
}
},
]
},
query_params={"wait": "true"},
)
assert response.ok
assert_points(collection_name,
[
{
"id": 7,
"vector": {
"image": [0.0, 3.0, 1.0, 8.0],
"text": [5.0, 7.0, 0.0, 8.0, 2.0, 7.0, 1.0, 6.0],
},
"payload": {},
}
],
nonexisting_ids=[8],
with_vectors=True,
)
# Upsert point and delete vector
response = request_with_validation(
api="/collections/{collection_name}/points/batch",
method="POST",
path_params={"collection_name": collection_name},
body={
"operations": [
{
"upsert": {
"points": [
{
"id": 9,
"vector": {
"image": [5.0, 5.0, 3.0, 6.0],
"text": [8.0, 4.0, 7.0, 3.0, 3.0, 8.0, 9.0, 0.0],
},
"payload": {},
},
]
}
},
{
"upsert": {
"points": [
{
"id": 10,
"vector": {
"image": [2.0, 9.0, 1.0, 4.0],
"text": [1.0, 5.0, 5.0, 6.0, 9.0, 3.0, 3.0, 2.0],
},
"payload": {},
},
]
}
},
{
"delete_vectors": {
"points": [7, 10],
"vector": ["text"],
}
},
{
"delete_vectors": {
"points": [9, 10],
"vector": ["image"],
}
},
]
},
query_params={"wait": "true"},
)
assert response.ok
assert_points(collection_name,
[
{
"id": 7,
"vector": {
"image": [0.0, 3.0, 1.0, 8.0],
},
"payload": {},
},
{
"id": 9,
"vector": {
"text": [8.0, 4.0, 7.0, 3.0, 3.0, 8.0, 9.0, 0.0],
},
"payload": {},
},
{
"id": 10,
"vector": {},
"payload": {},
}
],
nonexisting_ids=[8],
with_vectors=True,
)
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