mirror of
https://github.com/qdrant/qdrant-client.git
synced 2026-07-23 11:11:01 -05:00
init
This commit is contained in:
Andrey Vasnetsov
2
.gitignore
vendored
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2
.gitignore
vendored
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@@ -0,0 +1,2 @@
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venv
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__pycache__
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346
poetry.lock
generated
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346
poetry.lock
generated
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@@ -0,0 +1,346 @@
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||||
[[package]]
|
||||
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|
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python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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||||
|
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[[package]]
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name = "attrs"
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version = "20.3.0"
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description = "Classes Without Boilerplate"
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category = "dev"
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python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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[package.extras]
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|
||||
docs = ["furo", "sphinx", "zope.interface"]
|
||||
tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
|
||||
tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
|
||||
|
||||
[[package]]
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||||
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||||
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||||
description = "Python package for providing Mozilla's CA Bundle."
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[package.extras]
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||||
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||||
[[package]]
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||||
description = "The next generation HTTP client."
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category = "main"
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python-versions = ">=3.6"
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[package.dependencies]
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certifi = "*"
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sniffio = "*"
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[package.extras]
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[[package]]
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||||
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||||
[[package]]
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||||
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||||
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||||
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||||
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||||
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[package.dependencies]
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||||
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[[package]]
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[package.extras]
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||||
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[[package]]
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||||
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||||
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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||||
|
||||
[[package]]
|
||||
name = "pydantic"
|
||||
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|
||||
description = "Data validation and settings management using python 3.6 type hinting"
|
||||
category = "main"
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||||
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||||
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||||
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||||
[package.extras]
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||||
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||||
email = ["email-validator (>=1.0.3)"]
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||||
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||||
|
||||
[[package]]
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||||
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||||
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||||
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||||
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|
||||
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||||
python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
|
||||
|
||||
[[package]]
|
||||
name = "pytest"
|
||||
version = "5.4.3"
|
||||
description = "pytest: simple powerful testing with Python"
|
||||
category = "dev"
|
||||
optional = false
|
||||
python-versions = ">=3.5"
|
||||
|
||||
[package.dependencies]
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
wcwidth = "*"
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||||
|
||||
[package.extras]
|
||||
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||||
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||||
|
||||
[[package]]
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
[package.dependencies]
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||||
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||||
|
||||
[package.extras]
|
||||
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||||
|
||||
[[package]]
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
[[package]]
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||||
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||||
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||||
[package.extras]
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||||
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||||
telegram = ["requests"]
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||||
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||||
[[package]]
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
{file = "pydantic-1.7.3-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:c59ea046aea25be14dc22d69c97bee629e6d48d2b2ecb724d7fe8806bf5f61cd"},
|
||||
{file = "pydantic-1.7.3-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:a4143c8d0c456a093387b96e0f5ee941a950992904d88bc816b4f0e72c9a0009"},
|
||||
{file = "pydantic-1.7.3-cp36-cp36m-manylinux2014_i686.whl", hash = "sha256:d8df4b9090b595511906fa48deda47af04e7d092318bfb291f4d45dfb6bb2127"},
|
||||
{file = "pydantic-1.7.3-cp36-cp36m-manylinux2014_x86_64.whl", hash = "sha256:514b473d264671a5c672dfb28bdfe1bf1afd390f6b206aa2ec9fed7fc592c48e"},
|
||||
{file = "pydantic-1.7.3-cp36-cp36m-win_amd64.whl", hash = "sha256:dba5c1f0a3aeea5083e75db9660935da90216f8a81b6d68e67f54e135ed5eb23"},
|
||||
{file = "pydantic-1.7.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:59e45f3b694b05a69032a0d603c32d453a23f0de80844fb14d55ab0c6c78ff2f"},
|
||||
{file = "pydantic-1.7.3-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:5b24e8a572e4b4c18f614004dda8c9f2c07328cb5b6e314d6e1bbd536cb1a6c1"},
|
||||
{file = "pydantic-1.7.3-cp37-cp37m-manylinux2014_i686.whl", hash = "sha256:b2b054d095b6431cdda2f852a6d2f0fdec77686b305c57961b4c5dd6d863bf3c"},
|
||||
{file = "pydantic-1.7.3-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:025bf13ce27990acc059d0c5be46f416fc9b293f45363b3d19855165fee1874f"},
|
||||
{file = "pydantic-1.7.3-cp37-cp37m-win_amd64.whl", hash = "sha256:6e3874aa7e8babd37b40c4504e3a94cc2023696ced5a0500949f3347664ff8e2"},
|
||||
{file = "pydantic-1.7.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e682f6442ebe4e50cb5e1cfde7dda6766fb586631c3e5569f6aa1951fd1a76ef"},
|
||||
{file = "pydantic-1.7.3-cp38-cp38-manylinux1_i686.whl", hash = "sha256:185e18134bec5ef43351149fe34fda4758e53d05bb8ea4d5928f0720997b79ef"},
|
||||
{file = "pydantic-1.7.3-cp38-cp38-manylinux2014_i686.whl", hash = "sha256:f5b06f5099e163295b8ff5b1b71132ecf5866cc6e7f586d78d7d3fd6e8084608"},
|
||||
{file = "pydantic-1.7.3-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:24ca47365be2a5a3cc3f4a26dcc755bcdc9f0036f55dcedbd55663662ba145ec"},
|
||||
{file = "pydantic-1.7.3-cp38-cp38-win_amd64.whl", hash = "sha256:d1fe3f0df8ac0f3a9792666c69a7cd70530f329036426d06b4f899c025aca74e"},
|
||||
{file = "pydantic-1.7.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f6864844b039805add62ebe8a8c676286340ba0c6d043ae5dea24114b82a319e"},
|
||||
{file = "pydantic-1.7.3-cp39-cp39-manylinux1_i686.whl", hash = "sha256:ecb54491f98544c12c66ff3d15e701612fc388161fd455242447083350904730"},
|
||||
{file = "pydantic-1.7.3-cp39-cp39-manylinux2014_i686.whl", hash = "sha256:ffd180ebd5dd2a9ac0da4e8b995c9c99e7c74c31f985ba090ee01d681b1c4b95"},
|
||||
{file = "pydantic-1.7.3-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:8d72e814c7821125b16f1553124d12faba88e85405b0864328899aceaad7282b"},
|
||||
{file = "pydantic-1.7.3-cp39-cp39-win_amd64.whl", hash = "sha256:475f2fa134cf272d6631072554f845d0630907fce053926ff634cc6bc45bf1af"},
|
||||
{file = "pydantic-1.7.3-py3-none-any.whl", hash = "sha256:38be427ea01a78206bcaf9a56f835784afcba9e5b88fbdce33bbbfbcd7841229"},
|
||||
{file = "pydantic-1.7.3.tar.gz", hash = "sha256:213125b7e9e64713d16d988d10997dabc6a1f73f3991e1ff8e35ebb1409c7dc9"},
|
||||
]
|
||||
pyparsing = [
|
||||
{file = "pyparsing-2.4.7-py2.py3-none-any.whl", hash = "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"},
|
||||
{file = "pyparsing-2.4.7.tar.gz", hash = "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1"},
|
||||
]
|
||||
pytest = [
|
||||
{file = "pytest-5.4.3-py3-none-any.whl", hash = "sha256:5c0db86b698e8f170ba4582a492248919255fcd4c79b1ee64ace34301fb589a1"},
|
||||
{file = "pytest-5.4.3.tar.gz", hash = "sha256:7979331bfcba207414f5e1263b5a0f8f521d0f457318836a7355531ed1a4c7d8"},
|
||||
]
|
||||
rfc3986 = [
|
||||
{file = "rfc3986-1.4.0-py2.py3-none-any.whl", hash = "sha256:af9147e9aceda37c91a05f4deb128d4b4b49d6b199775fd2d2927768abdc8f50"},
|
||||
{file = "rfc3986-1.4.0.tar.gz", hash = "sha256:112398da31a3344dc25dbf477d8df6cb34f9278a94fee2625d89e4514be8bb9d"},
|
||||
]
|
||||
sniffio = [
|
||||
{file = "sniffio-1.2.0-py3-none-any.whl", hash = "sha256:471b71698eac1c2112a40ce2752bb2f4a4814c22a54a3eed3676bc0f5ca9f663"},
|
||||
{file = "sniffio-1.2.0.tar.gz", hash = "sha256:c4666eecec1d3f50960c6bdf61ab7bc350648da6c126e3cf6898d8cd4ddcd3de"},
|
||||
]
|
||||
tqdm = [
|
||||
{file = "tqdm-4.56.0-py2.py3-none-any.whl", hash = "sha256:4621f6823bab46a9cc33d48105753ccbea671b68bab2c50a9f0be23d4065cb5a"},
|
||||
{file = "tqdm-4.56.0.tar.gz", hash = "sha256:fe3d08dd00a526850568d542ff9de9bbc2a09a791da3c334f3213d8d0bbbca65"},
|
||||
]
|
||||
wcwidth = [
|
||||
{file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
|
||||
{file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
|
||||
]
|
||||
19
pyproject.toml
Normal file
19
pyproject.toml
Normal file
@@ -0,0 +1,19 @@
|
||||
[tool.poetry]
|
||||
name = "qdrant_client"
|
||||
version = "0.1.0"
|
||||
description = ""
|
||||
authors = ["Andrey Vasnetsov <andrey@vasnetsov.com>"]
|
||||
|
||||
[tool.poetry.dependencies]
|
||||
python = "^3.9"
|
||||
httpx = "^0.16.1"
|
||||
numpy = "^1.20.1"
|
||||
pydantic = "^1.7.3"
|
||||
tqdm = "^4.56.0"
|
||||
|
||||
[tool.poetry.dev-dependencies]
|
||||
pytest = "^5.2"
|
||||
|
||||
[build-system]
|
||||
requires = ["poetry-core>=1.0.0"]
|
||||
build-backend = "poetry.core.masonry.api"
|
||||
1
qdrant_client/__init__.py
Normal file
1
qdrant_client/__init__.py
Normal file
@@ -0,0 +1 @@
|
||||
__version__ = '0.1.0'
|
||||
232
qdrant_client/qdrant_client.py
Normal file
232
qdrant_client/qdrant_client.py
Normal file
@@ -0,0 +1,232 @@
|
||||
import math
|
||||
from itertools import count, islice
|
||||
from typing import Optional, Iterable, Dict, List, Union
|
||||
|
||||
import numpy as np
|
||||
from tqdm import tqdm
|
||||
|
||||
from qdrant_openapi_client import SyncApis, ApiClient
|
||||
from qdrant_openapi_client.models.models import PointOpsAnyOf, PointInsertOpsAnyOfBatch, PayloadInterface, \
|
||||
PayloadInterfaceAnyOf, PayloadInterfaceAnyOf1, PayloadInterfaceAnyOf2, PayloadInterfaceAnyOf3, GeoPoint, \
|
||||
StorageOpsAnyOf1, StorageOpsAnyOf, StorageOpsAnyOfCreateCollection, Distance, Indexes, PointInsertOpsAnyOf, \
|
||||
PointRequest, SearchRequest, Filter, SearchParams
|
||||
|
||||
|
||||
def iter_batch(iterable, size) -> Iterable:
|
||||
"""
|
||||
>>> list(iter_batch([1,2,3,4,5], 3))
|
||||
[[1, 2, 3], [4, 5]]
|
||||
"""
|
||||
source_iter = iter(iterable)
|
||||
while source_iter:
|
||||
b = list(islice(source_iter, size))
|
||||
if len(b) == 0:
|
||||
break
|
||||
yield b
|
||||
|
||||
|
||||
class QdrantClient:
|
||||
|
||||
def __init__(self, host="localhost", port=6333):
|
||||
self.api_client = ApiClient(
|
||||
host=f"http://{host}:{port}"
|
||||
)
|
||||
self.openapi_client = SyncApis(self.api_client)
|
||||
|
||||
@classmethod
|
||||
def _json_to_payload(cls, json_data, prefix="") -> Dict[str, PayloadInterface]:
|
||||
"""
|
||||
Function converts json data into flatten typed representation, which Qdrant is able to store
|
||||
|
||||
>>> QdrantClient._json_to_payload({"idx": 123})['idx'].dict()
|
||||
{'type': 'integer', 'value': 123}
|
||||
>>> QdrantClient._json_to_payload({"idx": 123, "data": {"hi": "there"}})['data__hi'].dict()
|
||||
{'type': 'keyword', 'value': 'there'}
|
||||
|
||||
:param json_data: Any json data
|
||||
:return: Flatten Qdrant payload. Raises exception if data is not compatible
|
||||
"""
|
||||
|
||||
res = {}
|
||||
for key, val in json_data.items():
|
||||
if isinstance(val, str):
|
||||
res[prefix + key] = PayloadInterfaceAnyOf(value=val, type="keyword")
|
||||
if isinstance(val, int):
|
||||
res[prefix + key] = PayloadInterfaceAnyOf1(value=val, type="integer")
|
||||
if isinstance(val, float):
|
||||
res[prefix + key] = PayloadInterfaceAnyOf2(value=val, type="float")
|
||||
|
||||
if isinstance(val, dict):
|
||||
if 'lon' in val and 'lat' in val:
|
||||
res[prefix + key] = PayloadInterfaceAnyOf3(
|
||||
value=GeoPoint(lat=val['lat'], lon=val['lon']),
|
||||
type="geo"
|
||||
)
|
||||
else:
|
||||
res = {
|
||||
**res,
|
||||
**cls._json_to_payload(val, prefix=f"{key}__")
|
||||
}
|
||||
|
||||
return res
|
||||
|
||||
@classmethod
|
||||
def _payload_to_json(cls, payload: Dict[str, PayloadInterface]) -> dict:
|
||||
"""
|
||||
Function converts Qdrant payload into convenient json
|
||||
:param payload: Payload from Qdrant
|
||||
:return: Json data
|
||||
"""
|
||||
res = {}
|
||||
for key, value_interface in payload.items():
|
||||
value = value_interface.dict()['value']
|
||||
if len(value) == 1:
|
||||
value = value[0]
|
||||
res[key] = value
|
||||
return res
|
||||
|
||||
@property
|
||||
def http(self):
|
||||
return self.openapi_client
|
||||
|
||||
@classmethod
|
||||
def _iterate_batches(cls,
|
||||
vectors: np.ndarray,
|
||||
payload: Optional[Iterable[dict]],
|
||||
ids: Optional[Iterable[int]],
|
||||
batch_size: int) -> Iterable:
|
||||
num_vectors, _dim = vectors.shape
|
||||
if ids is None:
|
||||
ids = range(num_vectors)
|
||||
|
||||
ids_batches = iter_batch(ids, batch_size)
|
||||
if payload is None:
|
||||
payload_batches = (None for _ in count())
|
||||
else:
|
||||
payload = map(cls._json_to_payload, payload)
|
||||
payload_batches = iter_batch(payload, batch_size)
|
||||
|
||||
num_batches = int(math.ceil(num_vectors / batch_size))
|
||||
vector_batches = (vectors[i * batch_size:(i + 1) * batch_size].tolist() for i in range(num_batches))
|
||||
|
||||
yield from zip(ids_batches, vector_batches, payload_batches)
|
||||
|
||||
def get_payload(self, collection_name: str, ids: List[int]) -> Dict[int, dict]:
|
||||
"""
|
||||
Retrieve points payload by ids
|
||||
:param collection_name:
|
||||
:param ids: List of ids to retrieve
|
||||
:return:
|
||||
"""
|
||||
result = {}
|
||||
response = self.http.points_api.get_points(name=collection_name, point_request=PointRequest(ids=ids))
|
||||
|
||||
for record in response.result:
|
||||
payload_json = self._payload_to_json(record.payload)
|
||||
result[record.id] = payload_json
|
||||
|
||||
return result
|
||||
|
||||
def search(self,
|
||||
collection_name: str,
|
||||
query_vector: Union[np.ndarray, List[float]],
|
||||
query_filter: Optional[Filter] = None,
|
||||
search_params: Optional[SearchParams] = None,
|
||||
top: int = 10,
|
||||
append_payload=True):
|
||||
"""
|
||||
Search for closest vectors in collection taking into account filtering conditions
|
||||
:param collection_name: Collection to search in
|
||||
:param query_vector: Search for vectors closest to this
|
||||
:param query_filter: Exclude vectors which doesn't fit this conditions
|
||||
:param search_params: Additional search params
|
||||
:param top: How many results return
|
||||
:param append_payload: Also return found vectors payload
|
||||
:return: Vector ids with score ( + payload if append_payload == True )
|
||||
"""
|
||||
if isinstance(query_vector, np.ndarray):
|
||||
query_vector = query_vector.tolist()
|
||||
|
||||
search_result = self.http.points_api.search_points(
|
||||
name=collection_name,
|
||||
search_request=SearchRequest(
|
||||
vector=query_vector,
|
||||
query_filter=query_filter,
|
||||
top=top,
|
||||
params=search_params
|
||||
)
|
||||
)
|
||||
|
||||
if append_payload:
|
||||
found_ids = [hit.id for hit in search_result.result]
|
||||
payloads = self.get_payload(collection_name=collection_name, ids=found_ids)
|
||||
return [
|
||||
(hit, payloads.get(hit.id)) for hit in search_result.result
|
||||
]
|
||||
else:
|
||||
return search_result.result
|
||||
|
||||
def recreate_collection(
|
||||
self,
|
||||
collection_name: str,
|
||||
vector_size: int,
|
||||
distance: Distance = None,
|
||||
index_params: Optional[Indexes] = None):
|
||||
"""
|
||||
Delete and create empty collection
|
||||
|
||||
:param collection_name: Name of the collection to recreate
|
||||
:param vector_size: Vector size of the collection
|
||||
:param distance: Which metric to use, default: Dot
|
||||
:param index_params: Params for collection index
|
||||
:return:
|
||||
"""
|
||||
if distance is None:
|
||||
distance = Distance.DOT
|
||||
|
||||
self.http.collections_api.update_collections(
|
||||
storage_ops=StorageOpsAnyOf1(
|
||||
delete_collection=collection_name
|
||||
)
|
||||
)
|
||||
|
||||
self.http.collections_api.update_collections(
|
||||
storage_ops=StorageOpsAnyOf(
|
||||
create_collection=StorageOpsAnyOfCreateCollection(
|
||||
name=collection_name,
|
||||
distance=distance,
|
||||
vector_size=vector_size,
|
||||
index=index_params
|
||||
)
|
||||
)
|
||||
)
|
||||
|
||||
def upload_collection(self,
|
||||
collection_name,
|
||||
vectors: np.ndarray,
|
||||
payload: Optional[Iterable[dict]],
|
||||
ids: Optional[Iterable[int]],
|
||||
batch_size: int = 64):
|
||||
"""
|
||||
Upload vectors and payload to the collection
|
||||
|
||||
:param collection_name: Name of the collection to upload to
|
||||
:param vectors: np.ndarray of vectors to upload. Might be mmaped
|
||||
:param payload: Iterable of vectors payload, Optional
|
||||
:param ids: Iterable of custom vectors ids, Optional
|
||||
:param batch_size: How much vectors upload per-request
|
||||
:return:
|
||||
"""
|
||||
for ids_batch, vectors_batch, payload_batch in tqdm(self._iterate_batches(vectors, payload, ids, batch_size)):
|
||||
self.openapi_client.points_api.update_points(
|
||||
name=collection_name,
|
||||
collection_update_operations=PointOpsAnyOf(
|
||||
upsert_points=PointInsertOpsAnyOf(
|
||||
batch=PointInsertOpsAnyOfBatch(
|
||||
ids=ids_batch,
|
||||
payloads=payload_batch,
|
||||
vectors=vectors_batch
|
||||
)
|
||||
)
|
||||
)
|
||||
)
|
||||
12
qdrant_openapi_client/__init__.py
Normal file
12
qdrant_openapi_client/__init__.py
Normal file
@@ -0,0 +1,12 @@
|
||||
import inspect
|
||||
|
||||
from pydantic import BaseModel
|
||||
|
||||
from qdrant_openapi_client.api_client import ApiClient, AsyncApis, SyncApis # noqa F401
|
||||
from qdrant_openapi_client.models import models
|
||||
|
||||
for model in inspect.getmembers(models, inspect.isclass):
|
||||
if model[1].__module__ == "qdrant_openapi_client.models.models":
|
||||
model_class = model[1]
|
||||
if issubclass(model_class, BaseModel):
|
||||
model_class.update_forward_refs()
|
||||
0
qdrant_openapi_client/api/__init__.py
Normal file
0
qdrant_openapi_client/api/__init__.py
Normal file
235
qdrant_openapi_client/api/collections_api.py
Normal file
235
qdrant_openapi_client/api/collections_api.py
Normal file
@@ -0,0 +1,235 @@
|
||||
# flake8: noqa E501
|
||||
from asyncio import get_event_loop
|
||||
from enum import Enum
|
||||
from pathlib import PurePath
|
||||
from types import GeneratorType
|
||||
from typing import TYPE_CHECKING, Any, Awaitable, Callable, Dict, List, Set, Tuple, Union
|
||||
|
||||
from pydantic.json import ENCODERS_BY_TYPE
|
||||
from pydantic.main import BaseModel
|
||||
from qdrant_openapi_client.models import models as m
|
||||
|
||||
SetIntStr = Set[Union[int, str]]
|
||||
DictIntStrAny = Dict[Union[int, str], Any]
|
||||
|
||||
|
||||
def generate_encoders_by_class_tuples(type_encoder_map: Dict[Any, Callable]) -> Dict[Callable, Tuple]:
|
||||
encoders_by_classes: Dict[Callable, List] = {}
|
||||
for type_, encoder in type_encoder_map.items():
|
||||
encoders_by_classes.setdefault(encoder, []).append(type_)
|
||||
encoders_by_class_tuples: Dict[Callable, Tuple] = {}
|
||||
for encoder, classes in encoders_by_classes.items():
|
||||
encoders_by_class_tuples[encoder] = tuple(classes)
|
||||
return encoders_by_class_tuples
|
||||
|
||||
|
||||
encoders_by_class_tuples = generate_encoders_by_class_tuples(ENCODERS_BY_TYPE)
|
||||
|
||||
|
||||
def jsonable_encoder(
|
||||
obj: Any,
|
||||
include: Union[SetIntStr, DictIntStrAny] = None,
|
||||
exclude=None,
|
||||
by_alias: bool = True,
|
||||
skip_defaults: bool = None,
|
||||
exclude_unset: bool = False,
|
||||
include_none: bool = True,
|
||||
custom_encoder=None,
|
||||
sqlalchemy_safe: bool = True,
|
||||
) -> Any:
|
||||
if exclude is None:
|
||||
exclude = set()
|
||||
if custom_encoder is None:
|
||||
custom_encoder = {}
|
||||
if include is not None and not isinstance(include, set):
|
||||
include = set(include)
|
||||
if exclude is not None and not isinstance(exclude, set):
|
||||
exclude = set(exclude)
|
||||
if isinstance(obj, BaseModel):
|
||||
encoder = getattr(obj.Config, "json_encoders", {})
|
||||
if custom_encoder:
|
||||
encoder.update(custom_encoder)
|
||||
obj_dict = obj.dict(
|
||||
include=include,
|
||||
exclude=exclude,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=bool(exclude_unset or skip_defaults),
|
||||
)
|
||||
|
||||
return jsonable_encoder(
|
||||
obj_dict,
|
||||
include_none=include_none,
|
||||
custom_encoder=encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
if isinstance(obj, Enum):
|
||||
return obj.value
|
||||
if isinstance(obj, PurePath):
|
||||
return str(obj)
|
||||
if isinstance(obj, (str, int, float, type(None))):
|
||||
return obj
|
||||
if isinstance(obj, dict):
|
||||
encoded_dict = {}
|
||||
for key, value in obj.items():
|
||||
if (
|
||||
(not sqlalchemy_safe or (not isinstance(key, str)) or (not key.startswith("_sa")))
|
||||
and (value is not None or include_none)
|
||||
and ((include and key in include) or key not in exclude)
|
||||
):
|
||||
encoded_key = jsonable_encoder(
|
||||
key,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=exclude_unset,
|
||||
include_none=include_none,
|
||||
custom_encoder=custom_encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
encoded_value = jsonable_encoder(
|
||||
value,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=exclude_unset,
|
||||
include_none=include_none,
|
||||
custom_encoder=custom_encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
encoded_dict[encoded_key] = encoded_value
|
||||
return encoded_dict
|
||||
if isinstance(obj, (list, set, frozenset, GeneratorType, tuple)):
|
||||
encoded_list = []
|
||||
for item in obj:
|
||||
encoded_list.append(
|
||||
jsonable_encoder(
|
||||
item,
|
||||
include=include,
|
||||
exclude=exclude,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=exclude_unset,
|
||||
include_none=include_none,
|
||||
custom_encoder=custom_encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
)
|
||||
return encoded_list
|
||||
|
||||
if custom_encoder:
|
||||
if type(obj) in custom_encoder:
|
||||
return custom_encoder[type(obj)](obj)
|
||||
else:
|
||||
for encoder_type, encoder in custom_encoder.items():
|
||||
if isinstance(obj, encoder_type):
|
||||
return encoder(obj)
|
||||
|
||||
if type(obj) in ENCODERS_BY_TYPE:
|
||||
return ENCODERS_BY_TYPE[type(obj)](obj)
|
||||
for encoder, classes_tuple in encoders_by_class_tuples.items():
|
||||
if isinstance(obj, classes_tuple):
|
||||
return encoder(obj)
|
||||
|
||||
errors: List[Exception] = []
|
||||
try:
|
||||
data = dict(obj)
|
||||
except Exception as e:
|
||||
errors.append(e)
|
||||
try:
|
||||
data = vars(obj)
|
||||
except Exception as e:
|
||||
errors.append(e)
|
||||
raise ValueError(errors)
|
||||
return jsonable_encoder(
|
||||
data,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=exclude_unset,
|
||||
include_none=include_none,
|
||||
custom_encoder=custom_encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from qdrant_openapi_client.api_client import ApiClient
|
||||
|
||||
|
||||
class _CollectionsApi:
|
||||
def __init__(self, api_client: "ApiClient"):
|
||||
self.api_client = api_client
|
||||
|
||||
def _build_for_get_collection(
|
||||
self,
|
||||
name: str,
|
||||
) -> Awaitable[m.InlineResponse2002]:
|
||||
path_params = {
|
||||
"name": str(name),
|
||||
}
|
||||
|
||||
return self.api_client.request(
|
||||
type_=m.InlineResponse2002,
|
||||
method="GET",
|
||||
url="/collections/{name}",
|
||||
path_params=path_params,
|
||||
)
|
||||
|
||||
def _build_for_get_collections(
|
||||
self,
|
||||
) -> Awaitable[m.InlineResponse200]:
|
||||
return self.api_client.request(
|
||||
type_=m.InlineResponse200,
|
||||
method="GET",
|
||||
url="/collections",
|
||||
)
|
||||
|
||||
def _build_for_update_collections(
|
||||
self,
|
||||
storage_ops: m.StorageOps = None,
|
||||
) -> Awaitable[m.InlineResponse2001]:
|
||||
body = jsonable_encoder(storage_ops)
|
||||
|
||||
return self.api_client.request(type_=m.InlineResponse2001, method="POST", url="/collections", json=body)
|
||||
|
||||
|
||||
class AsyncCollectionsApi(_CollectionsApi):
|
||||
async def get_collection(
|
||||
self,
|
||||
name: str,
|
||||
) -> m.InlineResponse2002:
|
||||
return await self._build_for_get_collection(
|
||||
name=name,
|
||||
)
|
||||
|
||||
async def get_collections(
|
||||
self,
|
||||
) -> m.InlineResponse200:
|
||||
return await self._build_for_get_collections()
|
||||
|
||||
async def update_collections(
|
||||
self,
|
||||
storage_ops: m.StorageOps = None,
|
||||
) -> m.InlineResponse2001:
|
||||
return await self._build_for_update_collections(
|
||||
storage_ops=storage_ops,
|
||||
)
|
||||
|
||||
|
||||
class SyncCollectionsApi(_CollectionsApi):
|
||||
def get_collection(
|
||||
self,
|
||||
name: str,
|
||||
) -> m.InlineResponse2002:
|
||||
coroutine = self._build_for_get_collection(
|
||||
name=name,
|
||||
)
|
||||
return get_event_loop().run_until_complete(coroutine)
|
||||
|
||||
def get_collections(
|
||||
self,
|
||||
) -> m.InlineResponse200:
|
||||
coroutine = self._build_for_get_collections()
|
||||
return get_event_loop().run_until_complete(coroutine)
|
||||
|
||||
def update_collections(
|
||||
self,
|
||||
storage_ops: m.StorageOps = None,
|
||||
) -> m.InlineResponse2001:
|
||||
coroutine = self._build_for_update_collections(
|
||||
storage_ops=storage_ops,
|
||||
)
|
||||
return get_event_loop().run_until_complete(coroutine)
|
||||
352
qdrant_openapi_client/api/points_api.py
Normal file
352
qdrant_openapi_client/api/points_api.py
Normal file
@@ -0,0 +1,352 @@
|
||||
# flake8: noqa E501
|
||||
from asyncio import get_event_loop
|
||||
from enum import Enum
|
||||
from pathlib import PurePath
|
||||
from types import GeneratorType
|
||||
from typing import TYPE_CHECKING, Any, Awaitable, Callable, Dict, List, Set, Tuple, Union
|
||||
|
||||
from pydantic.json import ENCODERS_BY_TYPE
|
||||
from pydantic.main import BaseModel
|
||||
from qdrant_openapi_client.models import models as m
|
||||
|
||||
SetIntStr = Set[Union[int, str]]
|
||||
DictIntStrAny = Dict[Union[int, str], Any]
|
||||
|
||||
|
||||
def generate_encoders_by_class_tuples(type_encoder_map: Dict[Any, Callable]) -> Dict[Callable, Tuple]:
|
||||
encoders_by_classes: Dict[Callable, List] = {}
|
||||
for type_, encoder in type_encoder_map.items():
|
||||
encoders_by_classes.setdefault(encoder, []).append(type_)
|
||||
encoders_by_class_tuples: Dict[Callable, Tuple] = {}
|
||||
for encoder, classes in encoders_by_classes.items():
|
||||
encoders_by_class_tuples[encoder] = tuple(classes)
|
||||
return encoders_by_class_tuples
|
||||
|
||||
|
||||
encoders_by_class_tuples = generate_encoders_by_class_tuples(ENCODERS_BY_TYPE)
|
||||
|
||||
|
||||
def jsonable_encoder(
|
||||
obj: Any,
|
||||
include: Union[SetIntStr, DictIntStrAny] = None,
|
||||
exclude=None,
|
||||
by_alias: bool = True,
|
||||
skip_defaults: bool = None,
|
||||
exclude_unset: bool = False,
|
||||
include_none: bool = True,
|
||||
custom_encoder=None,
|
||||
sqlalchemy_safe: bool = True,
|
||||
) -> Any:
|
||||
if exclude is None:
|
||||
exclude = set()
|
||||
if custom_encoder is None:
|
||||
custom_encoder = {}
|
||||
if include is not None and not isinstance(include, set):
|
||||
include = set(include)
|
||||
if exclude is not None and not isinstance(exclude, set):
|
||||
exclude = set(exclude)
|
||||
if isinstance(obj, BaseModel):
|
||||
encoder = getattr(obj.Config, "json_encoders", {})
|
||||
if custom_encoder:
|
||||
encoder.update(custom_encoder)
|
||||
obj_dict = obj.dict(
|
||||
include=include,
|
||||
exclude=exclude,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=bool(exclude_unset or skip_defaults),
|
||||
)
|
||||
|
||||
return jsonable_encoder(
|
||||
obj_dict,
|
||||
include_none=include_none,
|
||||
custom_encoder=encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
if isinstance(obj, Enum):
|
||||
return obj.value
|
||||
if isinstance(obj, PurePath):
|
||||
return str(obj)
|
||||
if isinstance(obj, (str, int, float, type(None))):
|
||||
return obj
|
||||
if isinstance(obj, dict):
|
||||
encoded_dict = {}
|
||||
for key, value in obj.items():
|
||||
if (
|
||||
(not sqlalchemy_safe or (not isinstance(key, str)) or (not key.startswith("_sa")))
|
||||
and (value is not None or include_none)
|
||||
and ((include and key in include) or key not in exclude)
|
||||
):
|
||||
encoded_key = jsonable_encoder(
|
||||
key,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=exclude_unset,
|
||||
include_none=include_none,
|
||||
custom_encoder=custom_encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
encoded_value = jsonable_encoder(
|
||||
value,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=exclude_unset,
|
||||
include_none=include_none,
|
||||
custom_encoder=custom_encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
encoded_dict[encoded_key] = encoded_value
|
||||
return encoded_dict
|
||||
if isinstance(obj, (list, set, frozenset, GeneratorType, tuple)):
|
||||
encoded_list = []
|
||||
for item in obj:
|
||||
encoded_list.append(
|
||||
jsonable_encoder(
|
||||
item,
|
||||
include=include,
|
||||
exclude=exclude,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=exclude_unset,
|
||||
include_none=include_none,
|
||||
custom_encoder=custom_encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
)
|
||||
return encoded_list
|
||||
|
||||
if custom_encoder:
|
||||
if type(obj) in custom_encoder:
|
||||
return custom_encoder[type(obj)](obj)
|
||||
else:
|
||||
for encoder_type, encoder in custom_encoder.items():
|
||||
if isinstance(obj, encoder_type):
|
||||
return encoder(obj)
|
||||
|
||||
if type(obj) in ENCODERS_BY_TYPE:
|
||||
return ENCODERS_BY_TYPE[type(obj)](obj)
|
||||
for encoder, classes_tuple in encoders_by_class_tuples.items():
|
||||
if isinstance(obj, classes_tuple):
|
||||
return encoder(obj)
|
||||
|
||||
errors: List[Exception] = []
|
||||
try:
|
||||
data = dict(obj)
|
||||
except Exception as e:
|
||||
errors.append(e)
|
||||
try:
|
||||
data = vars(obj)
|
||||
except Exception as e:
|
||||
errors.append(e)
|
||||
raise ValueError(errors)
|
||||
return jsonable_encoder(
|
||||
data,
|
||||
by_alias=by_alias,
|
||||
exclude_unset=exclude_unset,
|
||||
include_none=include_none,
|
||||
custom_encoder=custom_encoder,
|
||||
sqlalchemy_safe=sqlalchemy_safe,
|
||||
)
|
||||
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from qdrant_openapi_client.api_client import ApiClient
|
||||
|
||||
|
||||
class _PointsApi:
|
||||
def __init__(self, api_client: "ApiClient"):
|
||||
self.api_client = api_client
|
||||
|
||||
def _build_for_get_point(
|
||||
self,
|
||||
name: str,
|
||||
id: int,
|
||||
) -> Awaitable[m.InlineResponse2004]:
|
||||
path_params = {
|
||||
"name": str(name),
|
||||
"id": str(id),
|
||||
}
|
||||
|
||||
return self.api_client.request(
|
||||
type_=m.InlineResponse2004,
|
||||
method="GET",
|
||||
url="/collections/{name}/points/{id}",
|
||||
path_params=path_params,
|
||||
)
|
||||
|
||||
def _build_for_get_points(
|
||||
self,
|
||||
name: str,
|
||||
point_request: m.PointRequest = None,
|
||||
) -> Awaitable[m.InlineResponse2005]:
|
||||
path_params = {
|
||||
"name": str(name),
|
||||
}
|
||||
|
||||
body = jsonable_encoder(point_request)
|
||||
|
||||
return self.api_client.request(
|
||||
type_=m.InlineResponse2005,
|
||||
method="POST",
|
||||
url="/collections/{name}/points",
|
||||
path_params=path_params,
|
||||
json=body,
|
||||
)
|
||||
|
||||
def _build_for_recommend_points(
|
||||
self,
|
||||
name: str,
|
||||
recommend_request: m.RecommendRequest = None,
|
||||
) -> Awaitable[m.InlineResponse2006]:
|
||||
path_params = {
|
||||
"name": str(name),
|
||||
}
|
||||
|
||||
body = jsonable_encoder(recommend_request)
|
||||
|
||||
return self.api_client.request(
|
||||
type_=m.InlineResponse2006,
|
||||
method="POST",
|
||||
url="/collections/{name}/points/recommend",
|
||||
path_params=path_params,
|
||||
json=body,
|
||||
)
|
||||
|
||||
def _build_for_search_points(
|
||||
self,
|
||||
name: str,
|
||||
search_request: m.SearchRequest = None,
|
||||
) -> Awaitable[m.InlineResponse2006]:
|
||||
path_params = {
|
||||
"name": str(name),
|
||||
}
|
||||
|
||||
body = jsonable_encoder(search_request)
|
||||
|
||||
return self.api_client.request(
|
||||
type_=m.InlineResponse2006,
|
||||
method="POST",
|
||||
url="/collections/{name}/points/search",
|
||||
path_params=path_params,
|
||||
json=body,
|
||||
)
|
||||
|
||||
def _build_for_update_points(
|
||||
self,
|
||||
name: str,
|
||||
collection_update_operations: m.CollectionUpdateOperations = None,
|
||||
) -> Awaitable[m.InlineResponse2003]:
|
||||
path_params = {
|
||||
"name": str(name),
|
||||
}
|
||||
|
||||
body = jsonable_encoder(collection_update_operations)
|
||||
|
||||
return self.api_client.request(
|
||||
type_=m.InlineResponse2003, method="POST", url="/collections/{name}", path_params=path_params, json=body
|
||||
)
|
||||
|
||||
|
||||
class AsyncPointsApi(_PointsApi):
|
||||
async def get_point(
|
||||
self,
|
||||
name: str,
|
||||
id: int,
|
||||
) -> m.InlineResponse2004:
|
||||
return await self._build_for_get_point(
|
||||
name=name,
|
||||
id=id,
|
||||
)
|
||||
|
||||
async def get_points(
|
||||
self,
|
||||
name: str,
|
||||
point_request: m.PointRequest = None,
|
||||
) -> m.InlineResponse2005:
|
||||
return await self._build_for_get_points(
|
||||
name=name,
|
||||
point_request=point_request,
|
||||
)
|
||||
|
||||
async def recommend_points(
|
||||
self,
|
||||
name: str,
|
||||
recommend_request: m.RecommendRequest = None,
|
||||
) -> m.InlineResponse2006:
|
||||
return await self._build_for_recommend_points(
|
||||
name=name,
|
||||
recommend_request=recommend_request,
|
||||
)
|
||||
|
||||
async def search_points(
|
||||
self,
|
||||
name: str,
|
||||
search_request: m.SearchRequest = None,
|
||||
) -> m.InlineResponse2006:
|
||||
return await self._build_for_search_points(
|
||||
name=name,
|
||||
search_request=search_request,
|
||||
)
|
||||
|
||||
async def update_points(
|
||||
self,
|
||||
name: str,
|
||||
collection_update_operations: m.CollectionUpdateOperations = None,
|
||||
) -> m.InlineResponse2003:
|
||||
return await self._build_for_update_points(
|
||||
name=name,
|
||||
collection_update_operations=collection_update_operations,
|
||||
)
|
||||
|
||||
|
||||
class SyncPointsApi(_PointsApi):
|
||||
def get_point(
|
||||
self,
|
||||
name: str,
|
||||
id: int,
|
||||
) -> m.InlineResponse2004:
|
||||
coroutine = self._build_for_get_point(
|
||||
name=name,
|
||||
id=id,
|
||||
)
|
||||
return get_event_loop().run_until_complete(coroutine)
|
||||
|
||||
def get_points(
|
||||
self,
|
||||
name: str,
|
||||
point_request: m.PointRequest = None,
|
||||
) -> m.InlineResponse2005:
|
||||
coroutine = self._build_for_get_points(
|
||||
name=name,
|
||||
point_request=point_request,
|
||||
)
|
||||
return get_event_loop().run_until_complete(coroutine)
|
||||
|
||||
def recommend_points(
|
||||
self,
|
||||
name: str,
|
||||
recommend_request: m.RecommendRequest = None,
|
||||
) -> m.InlineResponse2006:
|
||||
coroutine = self._build_for_recommend_points(
|
||||
name=name,
|
||||
recommend_request=recommend_request,
|
||||
)
|
||||
return get_event_loop().run_until_complete(coroutine)
|
||||
|
||||
def search_points(
|
||||
self,
|
||||
name: str,
|
||||
search_request: m.SearchRequest = None,
|
||||
) -> m.InlineResponse2006:
|
||||
coroutine = self._build_for_search_points(
|
||||
name=name,
|
||||
search_request=search_request,
|
||||
)
|
||||
return get_event_loop().run_until_complete(coroutine)
|
||||
|
||||
def update_points(
|
||||
self,
|
||||
name: str,
|
||||
collection_update_operations: m.CollectionUpdateOperations = None,
|
||||
) -> m.InlineResponse2003:
|
||||
coroutine = self._build_for_update_points(
|
||||
name=name,
|
||||
collection_update_operations=collection_update_operations,
|
||||
)
|
||||
return get_event_loop().run_until_complete(coroutine)
|
||||
119
qdrant_openapi_client/api_client.py
Normal file
119
qdrant_openapi_client/api_client.py
Normal file
@@ -0,0 +1,119 @@
|
||||
from asyncio import get_event_loop
|
||||
from functools import lru_cache
|
||||
from typing import Any, Awaitable, Callable, Dict, Generic, Type, TypeVar, overload
|
||||
|
||||
from httpx import AsyncClient, Request, Response
|
||||
from pydantic import ValidationError
|
||||
from qdrant_openapi_client.api.collections_api import AsyncCollectionsApi, SyncCollectionsApi
|
||||
from qdrant_openapi_client.api.points_api import AsyncPointsApi, SyncPointsApi
|
||||
from qdrant_openapi_client.exceptions import ResponseHandlingException, UnexpectedResponse
|
||||
|
||||
ClientT = TypeVar("ClientT", bound="ApiClient")
|
||||
|
||||
|
||||
class AsyncApis(Generic[ClientT]):
|
||||
def __init__(self, client: ClientT):
|
||||
self.client = client
|
||||
|
||||
self.collections_api = AsyncCollectionsApi(self.client)
|
||||
self.points_api = AsyncPointsApi(self.client)
|
||||
|
||||
|
||||
class SyncApis(Generic[ClientT]):
|
||||
def __init__(self, client: ClientT):
|
||||
self.client = client
|
||||
|
||||
self.collections_api = SyncCollectionsApi(self.client)
|
||||
self.points_api = SyncPointsApi(self.client)
|
||||
|
||||
|
||||
T = TypeVar("T")
|
||||
Send = Callable[[Request], Awaitable[Response]]
|
||||
MiddlewareT = Callable[[Request, Send], Awaitable[Response]]
|
||||
|
||||
|
||||
class ApiClient:
|
||||
def __init__(self, host: str = None, **kwargs: Any) -> None:
|
||||
self.host = host
|
||||
self.middleware: MiddlewareT = BaseMiddleware()
|
||||
self._async_client = AsyncClient(**kwargs)
|
||||
|
||||
@overload
|
||||
async def request(
|
||||
self, *, type_: Type[T], method: str, url: str, path_params: Dict[str, Any] = None, **kwargs: Any
|
||||
) -> T:
|
||||
...
|
||||
|
||||
@overload # noqa F811
|
||||
async def request(
|
||||
self, *, type_: None, method: str, url: str, path_params: Dict[str, Any] = None, **kwargs: Any
|
||||
) -> None:
|
||||
...
|
||||
|
||||
async def request( # noqa F811
|
||||
self, *, type_: Any, method: str, url: str, path_params: Dict[str, Any] = None, **kwargs: Any
|
||||
) -> Any:
|
||||
if path_params is None:
|
||||
path_params = {}
|
||||
url = (self.host or "") + url.format(**path_params)
|
||||
request = Request(method, url, **kwargs)
|
||||
return await self.send(request, type_)
|
||||
|
||||
@overload
|
||||
def request_sync(self, *, type_: Type[T], **kwargs: Any) -> T:
|
||||
...
|
||||
|
||||
@overload # noqa F811
|
||||
def request_sync(self, *, type_: None, **kwargs: Any) -> None:
|
||||
...
|
||||
|
||||
def request_sync(self, *, type_: Any, **kwargs: Any) -> Any: # noqa F811
|
||||
"""
|
||||
This method is not used by the generated apis, but is included for convenience
|
||||
"""
|
||||
return get_event_loop().run_until_complete(self.request(type_=type_, **kwargs))
|
||||
|
||||
async def send(self, request: Request, type_: Type[T]) -> T:
|
||||
response = await self.middleware(request, self.send_inner)
|
||||
if response.status_code in [200, 201]:
|
||||
try:
|
||||
return parse_as_type(response.json(), type_)
|
||||
except ValidationError as e:
|
||||
raise ResponseHandlingException(e)
|
||||
raise UnexpectedResponse.for_response(response)
|
||||
|
||||
async def send_inner(self, request: Request) -> Response:
|
||||
try:
|
||||
response = await self._async_client.send(request)
|
||||
except Exception as e:
|
||||
raise ResponseHandlingException(e)
|
||||
return response
|
||||
|
||||
def add_middleware(self, middleware: MiddlewareT) -> None:
|
||||
current_middleware = self.middleware
|
||||
|
||||
async def new_middleware(request: Request, call_next: Send) -> Response:
|
||||
async def inner_send(request: Request) -> Response:
|
||||
return await current_middleware(request, call_next)
|
||||
|
||||
return await middleware(request, inner_send)
|
||||
|
||||
self.middleware = new_middleware
|
||||
|
||||
|
||||
class BaseMiddleware:
|
||||
async def __call__(self, request: Request, call_next: Send) -> Response:
|
||||
return await call_next(request)
|
||||
|
||||
|
||||
@lru_cache(maxsize=None)
|
||||
def _get_parsing_type(type_: Any, source: str) -> Any:
|
||||
from pydantic.main import create_model
|
||||
|
||||
type_name = getattr(type_, "__name__", str(type_))
|
||||
return create_model(f"ParsingModel[{type_name}] (for {source})", obj=(type_, ...))
|
||||
|
||||
|
||||
def parse_as_type(obj: Any, type_: Type[T]) -> T:
|
||||
model_type = _get_parsing_type(type_, source=parse_as_type.__name__)
|
||||
return model_type(obj=obj).obj
|
||||
17
qdrant_openapi_client/apis/__init__.py
Normal file
17
qdrant_openapi_client/apis/__init__.py
Normal file
@@ -0,0 +1,17 @@
|
||||
# flake8: noqa
|
||||
|
||||
# Import all APIs into this package.
|
||||
# If you have many APIs here with many many models used in each API this may
|
||||
# raise a `RecursionError`.
|
||||
# In order to avoid this, import only the API that you directly need like:
|
||||
#
|
||||
# from .api.collections_api import CollectionsApi
|
||||
#
|
||||
# or import this package, but before doing it, use:
|
||||
#
|
||||
# import sys
|
||||
# sys.setrecursionlimit(n)
|
||||
|
||||
# Import APIs into API package:
|
||||
from qdrant_openapi_client.api.collections_api import CollectionsApi
|
||||
from qdrant_openapi_client.api.points_api import PointsApi
|
||||
5
qdrant_openapi_client/configuration.py
Normal file
5
qdrant_openapi_client/configuration.py
Normal file
@@ -0,0 +1,5 @@
|
||||
from typing import Union
|
||||
|
||||
# This is a dirty hack - proper way it to upgrade OpenAPI generator for at least 5.0
|
||||
# But this upgrade will also require updating of all templates. Maybe some other day
|
||||
AnyOfstringinteger = Union[str, int]
|
||||
13
qdrant_openapi_client/docs/AliasOperations.md
Normal file
13
qdrant_openapi_client/docs/AliasOperations.md
Normal file
@@ -0,0 +1,13 @@
|
||||
# AliasOperations
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**create_alias** | [**AliasOperationsAnyOfCreateAlias**](AliasOperationsAnyOfCreateAlias.md) | | [optional]
|
||||
**delete_alias** | [**AliasOperationsAnyOf1DeleteAlias**](AliasOperationsAnyOf1DeleteAlias.md) | | [optional]
|
||||
**rename_alias** | [**AliasOperationsAnyOf2RenameAlias**](AliasOperationsAnyOf2RenameAlias.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/AliasOperationsAnyOf.md
Normal file
11
qdrant_openapi_client/docs/AliasOperationsAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# AliasOperationsAnyOf
|
||||
|
||||
Create alternative name for a collection. Collection will be available under both names for search, retrieve,
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**create_alias** | [**AliasOperationsAnyOfCreateAlias**](AliasOperationsAnyOfCreateAlias.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/AliasOperationsAnyOf1.md
Normal file
11
qdrant_openapi_client/docs/AliasOperationsAnyOf1.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# AliasOperationsAnyOf1
|
||||
|
||||
Delete alias if exists
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**delete_alias** | [**AliasOperationsAnyOf1DeleteAlias**](AliasOperationsAnyOf1DeleteAlias.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
@@ -0,0 +1,10 @@
|
||||
# AliasOperationsAnyOf1DeleteAlias
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**alias_name** | **str** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/AliasOperationsAnyOf2.md
Normal file
11
qdrant_openapi_client/docs/AliasOperationsAnyOf2.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# AliasOperationsAnyOf2
|
||||
|
||||
Change alias to a new one
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**rename_alias** | [**AliasOperationsAnyOf2RenameAlias**](AliasOperationsAnyOf2RenameAlias.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
@@ -0,0 +1,11 @@
|
||||
# AliasOperationsAnyOf2RenameAlias
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**new_alias_name** | **str** | |
|
||||
**old_alias_name** | **str** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
@@ -0,0 +1,11 @@
|
||||
# AliasOperationsAnyOfCreateAlias
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**alias_name** | **str** | |
|
||||
**collection_name** | **str** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/CollectionDescription.md
Normal file
10
qdrant_openapi_client/docs/CollectionDescription.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# CollectionDescription
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**name** | **str** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
15
qdrant_openapi_client/docs/CollectionInfo.md
Normal file
15
qdrant_openapi_client/docs/CollectionInfo.md
Normal file
@@ -0,0 +1,15 @@
|
||||
# CollectionInfo
|
||||
|
||||
Current statistics and configuration of the collection.
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**config** | [**SegmentConfig**](SegmentConfig.md) | |
|
||||
**disk_data_size** | **int** | Disk space, used by collection |
|
||||
**ram_data_size** | **int** | RAM used by collection |
|
||||
**segments_count** | **int** | Number of segments in collection |
|
||||
**vectors_count** | **int** | Number of vectors in collection |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
15
qdrant_openapi_client/docs/CollectionUpdateOperations.md
Normal file
15
qdrant_openapi_client/docs/CollectionUpdateOperations.md
Normal file
@@ -0,0 +1,15 @@
|
||||
# CollectionUpdateOperations
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**upsert_points** | [**PointInsertOps**](PointInsertOps.md) | | [optional]
|
||||
**delete_points** | [**PointOpsAnyOf1DeletePoints**](PointOpsAnyOf1DeletePoints.md) | | [optional]
|
||||
**set_payload** | [**PayloadOpsAnyOfSetPayload**](PayloadOpsAnyOfSetPayload.md) | | [optional]
|
||||
**delete_payload** | [**PayloadOpsAnyOf1DeletePayload**](PayloadOpsAnyOf1DeletePayload.md) | | [optional]
|
||||
**clear_payload** | [**PayloadOpsAnyOf2ClearPayload**](PayloadOpsAnyOf2ClearPayload.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
198
qdrant_openapi_client/docs/CollectionsApi.md
Normal file
198
qdrant_openapi_client/docs/CollectionsApi.md
Normal file
@@ -0,0 +1,198 @@
|
||||
# qdrant_openapi_client.CollectionsApi
|
||||
|
||||
All URIs are relative to *http://localhost:6333*
|
||||
|
||||
Method | HTTP request | Description
|
||||
------------- | ------------- | -------------
|
||||
[**get_collection**](CollectionsApi.md#get_collection) | **GET** /collections/{name} | Get information about existing collection
|
||||
[**get_collections**](CollectionsApi.md#get_collections) | **GET** /collections | Get list of existing collections
|
||||
[**update_collections**](CollectionsApi.md#update_collections) | **POST** /collections | Perform update operation on collections
|
||||
|
||||
|
||||
# **get_collection**
|
||||
> InlineResponse2002 get_collection(name)
|
||||
|
||||
Get information about existing collection
|
||||
|
||||
### Example
|
||||
|
||||
```python
|
||||
import time
|
||||
import qdrant_openapi_client
|
||||
from qdrant_openapi_client.api import collections_api
|
||||
from qdrant_openapi_client.model.error_response import ErrorResponse
|
||||
from qdrant_openapi_client.model.inline_response2002 import InlineResponse2002
|
||||
from pprint import pprint
|
||||
# Defining the host is optional and defaults to http://localhost:6333
|
||||
# See configuration.py for a list of all supported configuration parameters.
|
||||
configuration = qdrant_openapi_client.Configuration(
|
||||
host = "http://localhost:6333"
|
||||
)
|
||||
|
||||
|
||||
# Enter a context with an instance of the API client
|
||||
with qdrant_openapi_client.ApiClient() as api_client:
|
||||
# Create an instance of the API class
|
||||
api_instance = collections_api.CollectionsApi(api_client)
|
||||
name = "name_example" # str | Name of the collection to retrieve
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
try:
|
||||
# Get information about existing collection
|
||||
api_response = api_instance.get_collection(name)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling CollectionsApi->get_collection: %s\n" % e)
|
||||
```
|
||||
|
||||
### Parameters
|
||||
|
||||
Name | Type | Description | Notes
|
||||
------------- | ------------- | ------------- | -------------
|
||||
**name** | **str**| Name of the collection to retrieve |
|
||||
|
||||
### Return type
|
||||
|
||||
[**InlineResponse2002**](InlineResponse2002.md)
|
||||
|
||||
### Authorization
|
||||
|
||||
No authorization required
|
||||
|
||||
### HTTP request headers
|
||||
|
||||
- **Content-Type**: Not defined
|
||||
- **Accept**: application/json
|
||||
|
||||
### HTTP response details
|
||||
| Status code | Description | Response headers |
|
||||
|-------------|-------------|------------------|
|
||||
**200** | successful operation | - |
|
||||
**0** | error | - |
|
||||
|
||||
[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
|
||||
|
||||
# **get_collections**
|
||||
> InlineResponse200 get_collections()
|
||||
|
||||
Get list of existing collections
|
||||
|
||||
### Example
|
||||
|
||||
```python
|
||||
import time
|
||||
import qdrant_openapi_client
|
||||
from qdrant_openapi_client.api import collections_api
|
||||
from qdrant_openapi_client.model.inline_response200 import InlineResponse200
|
||||
from qdrant_openapi_client.model.error_response import ErrorResponse
|
||||
from pprint import pprint
|
||||
# Defining the host is optional and defaults to http://localhost:6333
|
||||
# See configuration.py for a list of all supported configuration parameters.
|
||||
configuration = qdrant_openapi_client.Configuration(
|
||||
host = "http://localhost:6333"
|
||||
)
|
||||
|
||||
|
||||
# Enter a context with an instance of the API client
|
||||
with qdrant_openapi_client.ApiClient() as api_client:
|
||||
# Create an instance of the API class
|
||||
api_instance = collections_api.CollectionsApi(api_client)
|
||||
|
||||
# example, this endpoint has no required or optional parameters
|
||||
try:
|
||||
# Get list of existing collections
|
||||
api_response = api_instance.get_collections()
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling CollectionsApi->get_collections: %s\n" % e)
|
||||
```
|
||||
|
||||
### Parameters
|
||||
This endpoint does not need any parameter.
|
||||
|
||||
### Return type
|
||||
|
||||
[**InlineResponse200**](InlineResponse200.md)
|
||||
|
||||
### Authorization
|
||||
|
||||
No authorization required
|
||||
|
||||
### HTTP request headers
|
||||
|
||||
- **Content-Type**: Not defined
|
||||
- **Accept**: application/json
|
||||
|
||||
### HTTP response details
|
||||
| Status code | Description | Response headers |
|
||||
|-------------|-------------|------------------|
|
||||
**200** | successful operation | - |
|
||||
**0** | error | - |
|
||||
|
||||
[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
|
||||
|
||||
# **update_collections**
|
||||
> InlineResponse2001 update_collections()
|
||||
|
||||
Perform update operation on collections
|
||||
|
||||
### Example
|
||||
|
||||
```python
|
||||
import time
|
||||
import qdrant_openapi_client
|
||||
from qdrant_openapi_client.api import collections_api
|
||||
from qdrant_openapi_client.model.inline_response2001 import InlineResponse2001
|
||||
from qdrant_openapi_client.model.storage_ops import StorageOps
|
||||
from qdrant_openapi_client.model.error_response import ErrorResponse
|
||||
from pprint import pprint
|
||||
# Defining the host is optional and defaults to http://localhost:6333
|
||||
# See configuration.py for a list of all supported configuration parameters.
|
||||
configuration = qdrant_openapi_client.Configuration(
|
||||
host = "http://localhost:6333"
|
||||
)
|
||||
|
||||
|
||||
# Enter a context with an instance of the API client
|
||||
with qdrant_openapi_client.ApiClient() as api_client:
|
||||
# Create an instance of the API class
|
||||
api_instance = collections_api.CollectionsApi(api_client)
|
||||
storage_ops = StorageOps() # StorageOps | Operation to perform on collections (optional)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
# and optional values
|
||||
try:
|
||||
# Perform update operation on collections
|
||||
api_response = api_instance.update_collections(storage_ops=storage_ops)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling CollectionsApi->update_collections: %s\n" % e)
|
||||
```
|
||||
|
||||
### Parameters
|
||||
|
||||
Name | Type | Description | Notes
|
||||
------------- | ------------- | ------------- | -------------
|
||||
**storage_ops** | [**StorageOps**](StorageOps.md)| Operation to perform on collections | [optional]
|
||||
|
||||
### Return type
|
||||
|
||||
[**InlineResponse2001**](InlineResponse2001.md)
|
||||
|
||||
### Authorization
|
||||
|
||||
No authorization required
|
||||
|
||||
### HTTP request headers
|
||||
|
||||
- **Content-Type**: application/json
|
||||
- **Accept**: application/json
|
||||
|
||||
### HTTP response details
|
||||
| Status code | Description | Response headers |
|
||||
|-------------|-------------|------------------|
|
||||
**200** | successful operation | - |
|
||||
**0** | error | - |
|
||||
|
||||
[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
|
||||
|
||||
10
qdrant_openapi_client/docs/CollectionsResponse.md
Normal file
10
qdrant_openapi_client/docs/CollectionsResponse.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# CollectionsResponse
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**collections** | [**[CollectionDescription]**](CollectionDescription.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
16
qdrant_openapi_client/docs/Condition.md
Normal file
16
qdrant_openapi_client/docs/Condition.md
Normal file
@@ -0,0 +1,16 @@
|
||||
# Condition
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**filter** | [**Filter**](Filter.md) | | [optional]
|
||||
**match** | [**Match**](Match.md) | | [optional]
|
||||
**range** | [**Range**](Range.md) | | [optional]
|
||||
**geo_bounding_box** | [**GeoBoundingBox**](GeoBoundingBox.md) | | [optional]
|
||||
**geo_radius** | [**GeoRadius**](GeoRadius.md) | | [optional]
|
||||
**has_id** | **[int]** | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/ConditionAnyOf.md
Normal file
11
qdrant_openapi_client/docs/ConditionAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# ConditionAnyOf
|
||||
|
||||
Nested filter
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**filter** | [**Filter**](Filter.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/ConditionAnyOf1.md
Normal file
11
qdrant_openapi_client/docs/ConditionAnyOf1.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# ConditionAnyOf1
|
||||
|
||||
Check if point has field with a given value
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**match** | [**Match**](Match.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/ConditionAnyOf2.md
Normal file
11
qdrant_openapi_client/docs/ConditionAnyOf2.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# ConditionAnyOf2
|
||||
|
||||
Check if points value lies in a given range
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**range** | [**Range**](Range.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/ConditionAnyOf3.md
Normal file
11
qdrant_openapi_client/docs/ConditionAnyOf3.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# ConditionAnyOf3
|
||||
|
||||
Check if points geo location lies in a given area
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**geo_bounding_box** | [**GeoBoundingBox**](GeoBoundingBox.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/ConditionAnyOf4.md
Normal file
11
qdrant_openapi_client/docs/ConditionAnyOf4.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# ConditionAnyOf4
|
||||
|
||||
Check if geo point is within a given radius
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**geo_radius** | [**GeoRadius**](GeoRadius.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/ConditionAnyOf5.md
Normal file
11
qdrant_openapi_client/docs/ConditionAnyOf5.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# ConditionAnyOf5
|
||||
|
||||
Check if points id is in a given set
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**has_id** | **[int]** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/Distance.md
Normal file
11
qdrant_openapi_client/docs/Distance.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# Distance
|
||||
|
||||
Type of internal tags, build from payload Distance function types used to compare vectors
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | **str** | Type of internal tags, build from payload Distance function types used to compare vectors | must be one of ["Cosine", "Euclid", "Dot", ]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/ErrorResponse.md
Normal file
12
qdrant_openapi_client/docs/ErrorResponse.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# ErrorResponse
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**time** | **float** | Time spent to process this request | [optional]
|
||||
**status** | [**ErrorResponseStatus**](ErrorResponseStatus.md) | | [optional]
|
||||
**result** | **{str: (bool, date, datetime, dict, float, int, list, str, none_type)}, none_type** | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/ErrorResponseStatus.md
Normal file
10
qdrant_openapi_client/docs/ErrorResponseStatus.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# ErrorResponseStatus
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**error** | **str** | Description of the occurred error. | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/Filter.md
Normal file
12
qdrant_openapi_client/docs/Filter.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# Filter
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**must** | [**[Condition], none_type**](Condition.md) | All conditions must match | [optional]
|
||||
**must_not** | [**[Condition], none_type**](Condition.md) | All conditions must NOT match | [optional]
|
||||
**should** | [**[Condition], none_type**](Condition.md) | At least one of thous conditions should match | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/GeoBoundingBox.md
Normal file
12
qdrant_openapi_client/docs/GeoBoundingBox.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# GeoBoundingBox
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**bottom_right** | [**GeoPoint**](GeoPoint.md) | |
|
||||
**key** | **str** | Name of the field to match with |
|
||||
**top_left** | [**GeoPoint**](GeoPoint.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/GeoPoint.md
Normal file
11
qdrant_openapi_client/docs/GeoPoint.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# GeoPoint
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**lat** | **float** | |
|
||||
**lon** | **float** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/GeoRadius.md
Normal file
12
qdrant_openapi_client/docs/GeoRadius.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# GeoRadius
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**center** | [**GeoPoint**](GeoPoint.md) | |
|
||||
**key** | **str** | Name of the field to match with |
|
||||
**radius** | **float** | Radius of the area in meters |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/Indexes.md
Normal file
12
qdrant_openapi_client/docs/Indexes.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# Indexes
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**options** | [**IndexesAnyOf1Options**](IndexesAnyOf1Options.md) | | [optional]
|
||||
**type** | **str** | | [optional] if omitted the server will use the default value of "hnsw"
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/IndexesAnyOf.md
Normal file
12
qdrant_openapi_client/docs/IndexesAnyOf.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# IndexesAnyOf
|
||||
|
||||
Do not use any index, scan whole vector collection during search. Guarantee 100% precision, but may be time consuming on large collections.
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**options** | **{str: (bool, date, datetime, dict, float, int, list, str, none_type)}** | |
|
||||
**type** | **str** | | defaults to "plain"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/IndexesAnyOf1.md
Normal file
12
qdrant_openapi_client/docs/IndexesAnyOf1.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# IndexesAnyOf1
|
||||
|
||||
Use filterable HNSW index for approximate search. Is very fast even on a very huge collections, but require additional space to store index and additional time to build it.
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**options** | [**IndexesAnyOf1Options**](IndexesAnyOf1Options.md) | |
|
||||
**type** | **str** | | defaults to "hnsw"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/IndexesAnyOf1Options.md
Normal file
11
qdrant_openapi_client/docs/IndexesAnyOf1Options.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# IndexesAnyOf1Options
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**ef_construct** | **int** | Number of neighbours to consider during the index building. Larger the value - more accurate the search, more time required to build index. |
|
||||
**m** | **int** | Number of edges per node in the index graph. Larger the value - more accurate the search, more space required. |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/InlineResponse200.md
Normal file
12
qdrant_openapi_client/docs/InlineResponse200.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# InlineResponse200
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**time** | **float** | Time spent to process this request | [optional]
|
||||
**status** | **str** | | [optional] if omitted the server will use the default value of "ok"
|
||||
**result** | [**CollectionsResponse**](CollectionsResponse.md) | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/InlineResponse2001.md
Normal file
12
qdrant_openapi_client/docs/InlineResponse2001.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# InlineResponse2001
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**time** | **float** | Time spent to process this request | [optional]
|
||||
**status** | **str** | | [optional] if omitted the server will use the default value of "ok"
|
||||
**result** | **bool** | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/InlineResponse2002.md
Normal file
12
qdrant_openapi_client/docs/InlineResponse2002.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# InlineResponse2002
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**time** | **float** | Time spent to process this request | [optional]
|
||||
**status** | **str** | | [optional] if omitted the server will use the default value of "ok"
|
||||
**result** | [**CollectionInfo**](CollectionInfo.md) | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/InlineResponse2003.md
Normal file
12
qdrant_openapi_client/docs/InlineResponse2003.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# InlineResponse2003
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**time** | **float** | Time spent to process this request | [optional]
|
||||
**status** | **str** | | [optional] if omitted the server will use the default value of "ok"
|
||||
**result** | [**UpdateResult**](UpdateResult.md) | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/InlineResponse2004.md
Normal file
12
qdrant_openapi_client/docs/InlineResponse2004.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# InlineResponse2004
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**time** | **float** | Time spent to process this request | [optional]
|
||||
**status** | **str** | | [optional] if omitted the server will use the default value of "ok"
|
||||
**result** | [**Record**](Record.md) | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/InlineResponse2005.md
Normal file
12
qdrant_openapi_client/docs/InlineResponse2005.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# InlineResponse2005
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**time** | **float** | Time spent to process this request | [optional]
|
||||
**status** | **str** | | [optional] if omitted the server will use the default value of "ok"
|
||||
**result** | [**[Record]**](Record.md) | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/InlineResponse2006.md
Normal file
12
qdrant_openapi_client/docs/InlineResponse2006.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# InlineResponse2006
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**time** | **float** | Time spent to process this request | [optional]
|
||||
**status** | **str** | | [optional] if omitted the server will use the default value of "ok"
|
||||
**result** | [**[ScoredPoint]**](ScoredPoint.md) | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/Match.md
Normal file
12
qdrant_openapi_client/docs/Match.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# Match
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**key** | **str** | Name of the field to match with |
|
||||
**integer** | **int, none_type** | Integer value to match | [optional]
|
||||
**keyword** | **str, none_type** | Keyword value to match | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/PayloadInterface.md
Normal file
12
qdrant_openapi_client/docs/PayloadInterface.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# PayloadInterface
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**type** | **str** | | [optional] if omitted the server will use the default value of "geo"
|
||||
**value** | [**PayloadVariantForGeoPoint**](PayloadVariantForGeoPoint.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadInterfaceAnyOf.md
Normal file
11
qdrant_openapi_client/docs/PayloadInterfaceAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadInterfaceAnyOf
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | [**PayloadVariantForString**](PayloadVariantForString.md) | |
|
||||
**type** | **str** | | defaults to "keyword"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadInterfaceAnyOf1.md
Normal file
11
qdrant_openapi_client/docs/PayloadInterfaceAnyOf1.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadInterfaceAnyOf1
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | [**PayloadVariantForInt64**](PayloadVariantForInt64.md) | |
|
||||
**type** | **str** | | defaults to "integer"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadInterfaceAnyOf2.md
Normal file
11
qdrant_openapi_client/docs/PayloadInterfaceAnyOf2.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadInterfaceAnyOf2
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | [**PayloadVariantForDouble**](PayloadVariantForDouble.md) | |
|
||||
**type** | **str** | | defaults to "float"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadInterfaceAnyOf3.md
Normal file
11
qdrant_openapi_client/docs/PayloadInterfaceAnyOf3.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadInterfaceAnyOf3
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | [**PayloadVariantForGeoPoint**](PayloadVariantForGeoPoint.md) | |
|
||||
**type** | **str** | | defaults to "geo"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
14
qdrant_openapi_client/docs/PayloadOps.md
Normal file
14
qdrant_openapi_client/docs/PayloadOps.md
Normal file
@@ -0,0 +1,14 @@
|
||||
# PayloadOps
|
||||
|
||||
Define operations description for point payloads manipulation
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**set_payload** | [**PayloadOpsAnyOfSetPayload**](PayloadOpsAnyOfSetPayload.md) | | [optional]
|
||||
**delete_payload** | [**PayloadOpsAnyOf1DeletePayload**](PayloadOpsAnyOf1DeletePayload.md) | | [optional]
|
||||
**clear_payload** | [**PayloadOpsAnyOf2ClearPayload**](PayloadOpsAnyOf2ClearPayload.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadOpsAnyOf.md
Normal file
11
qdrant_openapi_client/docs/PayloadOpsAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadOpsAnyOf
|
||||
|
||||
Set payload value, overrides if it is already exists
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**set_payload** | [**PayloadOpsAnyOfSetPayload**](PayloadOpsAnyOfSetPayload.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadOpsAnyOf1.md
Normal file
11
qdrant_openapi_client/docs/PayloadOpsAnyOf1.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadOpsAnyOf1
|
||||
|
||||
Deletes specified payload values if they are assigned
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**delete_payload** | [**PayloadOpsAnyOf1DeletePayload**](PayloadOpsAnyOf1DeletePayload.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadOpsAnyOf1DeletePayload.md
Normal file
11
qdrant_openapi_client/docs/PayloadOpsAnyOf1DeletePayload.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadOpsAnyOf1DeletePayload
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**keys** | **[str]** | |
|
||||
**points** | **[int]** | Deletes values from each point in this list |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadOpsAnyOf2.md
Normal file
11
qdrant_openapi_client/docs/PayloadOpsAnyOf2.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadOpsAnyOf2
|
||||
|
||||
Drops all Payload values associated with given points.
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**clear_payload** | [**PayloadOpsAnyOf2ClearPayload**](PayloadOpsAnyOf2ClearPayload.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/PayloadOpsAnyOf2ClearPayload.md
Normal file
10
qdrant_openapi_client/docs/PayloadOpsAnyOf2ClearPayload.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# PayloadOpsAnyOf2ClearPayload
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**points** | **[int]** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadOpsAnyOfSetPayload.md
Normal file
11
qdrant_openapi_client/docs/PayloadOpsAnyOfSetPayload.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadOpsAnyOfSetPayload
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**payload** | [**{str: (PayloadInterface,)}**](PayloadInterface.md) | |
|
||||
**points** | **[int]** | Assigns payload to each point in this list |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/PayloadType.md
Normal file
12
qdrant_openapi_client/docs/PayloadType.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# PayloadType
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**type** | **str** | | [optional] if omitted the server will use the default value of "geo"
|
||||
**value** | [**[GeoPoint]**](GeoPoint.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadTypeAnyOf.md
Normal file
11
qdrant_openapi_client/docs/PayloadTypeAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadTypeAnyOf
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | **[str]** | |
|
||||
**type** | **str** | | defaults to "keyword"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadTypeAnyOf1.md
Normal file
11
qdrant_openapi_client/docs/PayloadTypeAnyOf1.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadTypeAnyOf1
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | **[int]** | |
|
||||
**type** | **str** | | defaults to "integer"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadTypeAnyOf2.md
Normal file
11
qdrant_openapi_client/docs/PayloadTypeAnyOf2.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadTypeAnyOf2
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | **[float]** | |
|
||||
**type** | **str** | | defaults to "float"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PayloadTypeAnyOf3.md
Normal file
11
qdrant_openapi_client/docs/PayloadTypeAnyOf3.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PayloadTypeAnyOf3
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**value** | [**[GeoPoint]**](GeoPoint.md) | |
|
||||
**type** | **str** | | defaults to "geo"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/PayloadVariantForDouble.md
Normal file
10
qdrant_openapi_client/docs/PayloadVariantForDouble.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# PayloadVariantForDouble
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/PayloadVariantForGeoPoint.md
Normal file
12
qdrant_openapi_client/docs/PayloadVariantForGeoPoint.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# PayloadVariantForGeoPoint
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**lat** | **float** | | [optional]
|
||||
**lon** | **float** | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/PayloadVariantForInt64.md
Normal file
10
qdrant_openapi_client/docs/PayloadVariantForInt64.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# PayloadVariantForInt64
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/PayloadVariantForString.md
Normal file
10
qdrant_openapi_client/docs/PayloadVariantForString.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# PayloadVariantForString
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/PointInsertOps.md
Normal file
12
qdrant_openapi_client/docs/PointInsertOps.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# PointInsertOps
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**batch** | [**PointInsertOpsAnyOfBatch**](PointInsertOpsAnyOfBatch.md) | | [optional]
|
||||
**points** | [**[PointStruct]**](PointStruct.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PointInsertOpsAnyOf.md
Normal file
11
qdrant_openapi_client/docs/PointInsertOpsAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PointInsertOpsAnyOf
|
||||
|
||||
Inset points from a batch.
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**batch** | [**PointInsertOpsAnyOfBatch**](PointInsertOpsAnyOfBatch.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PointInsertOpsAnyOf1.md
Normal file
11
qdrant_openapi_client/docs/PointInsertOpsAnyOf1.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PointInsertOpsAnyOf1
|
||||
|
||||
Insert points from a list
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**points** | [**[PointStruct]**](PointStruct.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/PointInsertOpsAnyOfBatch.md
Normal file
12
qdrant_openapi_client/docs/PointInsertOpsAnyOfBatch.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# PointInsertOpsAnyOfBatch
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**ids** | **[int]** | |
|
||||
**vectors** | **[[float]]** | |
|
||||
**payloads** | [**[{str: (PayloadInterface,)}, none_type], none_type**](PayloadInterface.md) | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/PointOps.md
Normal file
12
qdrant_openapi_client/docs/PointOps.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# PointOps
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**upsert_points** | [**PointInsertOps**](PointInsertOps.md) | | [optional]
|
||||
**delete_points** | [**PointOpsAnyOf1DeletePoints**](PointOpsAnyOf1DeletePoints.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PointOpsAnyOf.md
Normal file
11
qdrant_openapi_client/docs/PointOpsAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PointOpsAnyOf
|
||||
|
||||
Insert or update points
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**upsert_points** | [**PointInsertOps**](PointInsertOps.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/PointOpsAnyOf1.md
Normal file
11
qdrant_openapi_client/docs/PointOpsAnyOf1.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# PointOpsAnyOf1
|
||||
|
||||
Delete point if exists
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**delete_points** | [**PointOpsAnyOf1DeletePoints**](PointOpsAnyOf1DeletePoints.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/PointOpsAnyOf1DeletePoints.md
Normal file
10
qdrant_openapi_client/docs/PointOpsAnyOf1DeletePoints.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# PointOpsAnyOf1DeletePoints
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**ids** | **[int]** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/PointRequest.md
Normal file
10
qdrant_openapi_client/docs/PointRequest.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# PointRequest
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**ids** | **[int]** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/PointStruct.md
Normal file
12
qdrant_openapi_client/docs/PointStruct.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# PointStruct
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**id** | **int** | Point id |
|
||||
**vector** | **[float]** | Vector |
|
||||
**payload** | [**{str: (PayloadInterface,)}, none_type**](PayloadInterface.md) | Payload values (optional) | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
399
qdrant_openapi_client/docs/PointsApi.md
Normal file
399
qdrant_openapi_client/docs/PointsApi.md
Normal file
@@ -0,0 +1,399 @@
|
||||
# qdrant_openapi_client.PointsApi
|
||||
|
||||
All URIs are relative to *http://localhost:6333*
|
||||
|
||||
Method | HTTP request | Description
|
||||
------------- | ------------- | -------------
|
||||
[**get_point**](PointsApi.md#get_point) | **GET** /collections/{name}/points/{id} | Retrieve point by id
|
||||
[**get_points**](PointsApi.md#get_points) | **POST** /collections/{name}/points | Retrieve points by ids
|
||||
[**recommend_points**](PointsApi.md#recommend_points) | **POST** /collections/{name}/points/recommend | Recommend points
|
||||
[**search_points**](PointsApi.md#search_points) | **POST** /collections/{name}/points/search | Search points
|
||||
[**update_points**](PointsApi.md#update_points) | **POST** /collections/{name} | Update points in collection
|
||||
|
||||
|
||||
# **get_point**
|
||||
> InlineResponse2004 get_point(name, id)
|
||||
|
||||
Retrieve point by id
|
||||
|
||||
### Example
|
||||
|
||||
```python
|
||||
import time
|
||||
import qdrant_openapi_client
|
||||
from qdrant_openapi_client.api import points_api
|
||||
from qdrant_openapi_client.model.inline_response2004 import InlineResponse2004
|
||||
from qdrant_openapi_client.model.error_response import ErrorResponse
|
||||
from pprint import pprint
|
||||
# Defining the host is optional and defaults to http://localhost:6333
|
||||
# See configuration.py for a list of all supported configuration parameters.
|
||||
configuration = qdrant_openapi_client.Configuration(
|
||||
host = "http://localhost:6333"
|
||||
)
|
||||
|
||||
|
||||
# Enter a context with an instance of the API client
|
||||
with qdrant_openapi_client.ApiClient() as api_client:
|
||||
# Create an instance of the API class
|
||||
api_instance = points_api.PointsApi(api_client)
|
||||
name = "name_example" # str | Name of the collection to retrieve from
|
||||
id = 1 # int | Id of the point
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
try:
|
||||
# Retrieve point by id
|
||||
api_response = api_instance.get_point(name, id)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->get_point: %s\n" % e)
|
||||
```
|
||||
|
||||
### Parameters
|
||||
|
||||
Name | Type | Description | Notes
|
||||
------------- | ------------- | ------------- | -------------
|
||||
**name** | **str**| Name of the collection to retrieve from |
|
||||
**id** | **int**| Id of the point |
|
||||
|
||||
### Return type
|
||||
|
||||
[**InlineResponse2004**](InlineResponse2004.md)
|
||||
|
||||
### Authorization
|
||||
|
||||
No authorization required
|
||||
|
||||
### HTTP request headers
|
||||
|
||||
- **Content-Type**: Not defined
|
||||
- **Accept**: application/json
|
||||
|
||||
### HTTP response details
|
||||
| Status code | Description | Response headers |
|
||||
|-------------|-------------|------------------|
|
||||
**200** | successful operation | - |
|
||||
**0** | error | - |
|
||||
|
||||
[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
|
||||
|
||||
# **get_points**
|
||||
> InlineResponse2005 get_points(name)
|
||||
|
||||
Retrieve points by ids
|
||||
|
||||
### Example
|
||||
|
||||
```python
|
||||
import time
|
||||
import qdrant_openapi_client
|
||||
from qdrant_openapi_client.api import points_api
|
||||
from qdrant_openapi_client.model.point_request import PointRequest
|
||||
from qdrant_openapi_client.model.inline_response2005 import InlineResponse2005
|
||||
from qdrant_openapi_client.model.error_response import ErrorResponse
|
||||
from pprint import pprint
|
||||
# Defining the host is optional and defaults to http://localhost:6333
|
||||
# See configuration.py for a list of all supported configuration parameters.
|
||||
configuration = qdrant_openapi_client.Configuration(
|
||||
host = "http://localhost:6333"
|
||||
)
|
||||
|
||||
|
||||
# Enter a context with an instance of the API client
|
||||
with qdrant_openapi_client.ApiClient() as api_client:
|
||||
# Create an instance of the API class
|
||||
api_instance = points_api.PointsApi(api_client)
|
||||
name = "name_example" # str | Name of the collection to retrieve from
|
||||
point_request = PointRequest(
|
||||
ids=[
|
||||
0,
|
||||
],
|
||||
) # PointRequest | List of points to retrieve (optional)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
try:
|
||||
# Retrieve points by ids
|
||||
api_response = api_instance.get_points(name)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->get_points: %s\n" % e)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
# and optional values
|
||||
try:
|
||||
# Retrieve points by ids
|
||||
api_response = api_instance.get_points(name, point_request=point_request)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->get_points: %s\n" % e)
|
||||
```
|
||||
|
||||
### Parameters
|
||||
|
||||
Name | Type | Description | Notes
|
||||
------------- | ------------- | ------------- | -------------
|
||||
**name** | **str**| Name of the collection to retrieve from |
|
||||
**point_request** | [**PointRequest**](PointRequest.md)| List of points to retrieve | [optional]
|
||||
|
||||
### Return type
|
||||
|
||||
[**InlineResponse2005**](InlineResponse2005.md)
|
||||
|
||||
### Authorization
|
||||
|
||||
No authorization required
|
||||
|
||||
### HTTP request headers
|
||||
|
||||
- **Content-Type**: application/json
|
||||
- **Accept**: application/json
|
||||
|
||||
### HTTP response details
|
||||
| Status code | Description | Response headers |
|
||||
|-------------|-------------|------------------|
|
||||
**200** | successful operation | - |
|
||||
**0** | error | - |
|
||||
|
||||
[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
|
||||
|
||||
# **recommend_points**
|
||||
> InlineResponse2006 recommend_points(name)
|
||||
|
||||
Recommend points
|
||||
|
||||
### Example
|
||||
|
||||
```python
|
||||
import time
|
||||
import qdrant_openapi_client
|
||||
from qdrant_openapi_client.api import points_api
|
||||
from qdrant_openapi_client.model.recommend_request import RecommendRequest
|
||||
from qdrant_openapi_client.model.inline_response2006 import InlineResponse2006
|
||||
from qdrant_openapi_client.model.error_response import ErrorResponse
|
||||
from pprint import pprint
|
||||
# Defining the host is optional and defaults to http://localhost:6333
|
||||
# See configuration.py for a list of all supported configuration parameters.
|
||||
configuration = qdrant_openapi_client.Configuration(
|
||||
host = "http://localhost:6333"
|
||||
)
|
||||
|
||||
|
||||
# Enter a context with an instance of the API client
|
||||
with qdrant_openapi_client.ApiClient() as api_client:
|
||||
# Create an instance of the API class
|
||||
api_instance = points_api.PointsApi(api_client)
|
||||
name = "name_example" # str | Name of the collection to search in
|
||||
recommend_request = RecommendRequest(
|
||||
filter=,
|
||||
negative=[
|
||||
0,
|
||||
],
|
||||
params=,
|
||||
positive=[
|
||||
0,
|
||||
],
|
||||
top=0,
|
||||
) # RecommendRequest | Request points based on positive and negative examples. (optional)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
try:
|
||||
# Recommend points
|
||||
api_response = api_instance.recommend_points(name)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->recommend_points: %s\n" % e)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
# and optional values
|
||||
try:
|
||||
# Recommend points
|
||||
api_response = api_instance.recommend_points(name, recommend_request=recommend_request)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->recommend_points: %s\n" % e)
|
||||
```
|
||||
|
||||
### Parameters
|
||||
|
||||
Name | Type | Description | Notes
|
||||
------------- | ------------- | ------------- | -------------
|
||||
**name** | **str**| Name of the collection to search in |
|
||||
**recommend_request** | [**RecommendRequest**](RecommendRequest.md)| Request points based on positive and negative examples. | [optional]
|
||||
|
||||
### Return type
|
||||
|
||||
[**InlineResponse2006**](InlineResponse2006.md)
|
||||
|
||||
### Authorization
|
||||
|
||||
No authorization required
|
||||
|
||||
### HTTP request headers
|
||||
|
||||
- **Content-Type**: application/json
|
||||
- **Accept**: application/json
|
||||
|
||||
### HTTP response details
|
||||
| Status code | Description | Response headers |
|
||||
|-------------|-------------|------------------|
|
||||
**200** | successful operation | - |
|
||||
**0** | error | - |
|
||||
|
||||
[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
|
||||
|
||||
# **search_points**
|
||||
> InlineResponse2006 search_points(name)
|
||||
|
||||
Search points
|
||||
|
||||
### Example
|
||||
|
||||
```python
|
||||
import time
|
||||
import qdrant_openapi_client
|
||||
from qdrant_openapi_client.api import points_api
|
||||
from qdrant_openapi_client.model.inline_response2006 import InlineResponse2006
|
||||
from qdrant_openapi_client.model.search_request import SearchRequest
|
||||
from qdrant_openapi_client.model.error_response import ErrorResponse
|
||||
from pprint import pprint
|
||||
# Defining the host is optional and defaults to http://localhost:6333
|
||||
# See configuration.py for a list of all supported configuration parameters.
|
||||
configuration = qdrant_openapi_client.Configuration(
|
||||
host = "http://localhost:6333"
|
||||
)
|
||||
|
||||
|
||||
# Enter a context with an instance of the API client
|
||||
with qdrant_openapi_client.ApiClient() as api_client:
|
||||
# Create an instance of the API class
|
||||
api_instance = points_api.PointsApi(api_client)
|
||||
name = "name_example" # str | Name of the collection to search in
|
||||
search_request = SearchRequest(
|
||||
filter=,
|
||||
params=,
|
||||
top=0,
|
||||
vector=[
|
||||
3.14,
|
||||
],
|
||||
) # SearchRequest | Search request with optional filtering (optional)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
try:
|
||||
# Search points
|
||||
api_response = api_instance.search_points(name)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->search_points: %s\n" % e)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
# and optional values
|
||||
try:
|
||||
# Search points
|
||||
api_response = api_instance.search_points(name, search_request=search_request)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->search_points: %s\n" % e)
|
||||
```
|
||||
|
||||
### Parameters
|
||||
|
||||
Name | Type | Description | Notes
|
||||
------------- | ------------- | ------------- | -------------
|
||||
**name** | **str**| Name of the collection to search in |
|
||||
**search_request** | [**SearchRequest**](SearchRequest.md)| Search request with optional filtering | [optional]
|
||||
|
||||
### Return type
|
||||
|
||||
[**InlineResponse2006**](InlineResponse2006.md)
|
||||
|
||||
### Authorization
|
||||
|
||||
No authorization required
|
||||
|
||||
### HTTP request headers
|
||||
|
||||
- **Content-Type**: application/json
|
||||
- **Accept**: application/json
|
||||
|
||||
### HTTP response details
|
||||
| Status code | Description | Response headers |
|
||||
|-------------|-------------|------------------|
|
||||
**200** | successful operation | - |
|
||||
**0** | error | - |
|
||||
|
||||
[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
|
||||
|
||||
# **update_points**
|
||||
> InlineResponse2003 update_points(name)
|
||||
|
||||
Update points in collection
|
||||
|
||||
### Example
|
||||
|
||||
```python
|
||||
import time
|
||||
import qdrant_openapi_client
|
||||
from qdrant_openapi_client.api import points_api
|
||||
from qdrant_openapi_client.model.inline_response2003 import InlineResponse2003
|
||||
from qdrant_openapi_client.model.error_response import ErrorResponse
|
||||
from qdrant_openapi_client.model.collection_update_operations import CollectionUpdateOperations
|
||||
from pprint import pprint
|
||||
# Defining the host is optional and defaults to http://localhost:6333
|
||||
# See configuration.py for a list of all supported configuration parameters.
|
||||
configuration = qdrant_openapi_client.Configuration(
|
||||
host = "http://localhost:6333"
|
||||
)
|
||||
|
||||
|
||||
# Enter a context with an instance of the API client
|
||||
with qdrant_openapi_client.ApiClient() as api_client:
|
||||
# Create an instance of the API class
|
||||
api_instance = points_api.PointsApi(api_client)
|
||||
name = "name_example" # str | Name of the collection to search in
|
||||
collection_update_operations = CollectionUpdateOperations() # CollectionUpdateOperations | Points update operations (optional)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
try:
|
||||
# Update points in collection
|
||||
api_response = api_instance.update_points(name)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->update_points: %s\n" % e)
|
||||
|
||||
# example passing only required values which don't have defaults set
|
||||
# and optional values
|
||||
try:
|
||||
# Update points in collection
|
||||
api_response = api_instance.update_points(name, collection_update_operations=collection_update_operations)
|
||||
pprint(api_response)
|
||||
except qdrant_openapi_client.ApiException as e:
|
||||
print("Exception when calling PointsApi->update_points: %s\n" % e)
|
||||
```
|
||||
|
||||
### Parameters
|
||||
|
||||
Name | Type | Description | Notes
|
||||
------------- | ------------- | ------------- | -------------
|
||||
**name** | **str**| Name of the collection to search in |
|
||||
**collection_update_operations** | [**CollectionUpdateOperations**](CollectionUpdateOperations.md)| Points update operations | [optional]
|
||||
|
||||
### Return type
|
||||
|
||||
[**InlineResponse2003**](InlineResponse2003.md)
|
||||
|
||||
### Authorization
|
||||
|
||||
No authorization required
|
||||
|
||||
### HTTP request headers
|
||||
|
||||
- **Content-Type**: application/json
|
||||
- **Accept**: application/json
|
||||
|
||||
### HTTP response details
|
||||
| Status code | Description | Response headers |
|
||||
|-------------|-------------|------------------|
|
||||
**200** | successful operation | - |
|
||||
**0** | error | - |
|
||||
|
||||
[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
|
||||
|
||||
14
qdrant_openapi_client/docs/Range.md
Normal file
14
qdrant_openapi_client/docs/Range.md
Normal file
@@ -0,0 +1,14 @@
|
||||
# Range
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**key** | **str** | Name of the field to match with |
|
||||
**gt** | **float, none_type** | point.key > range.gt | [optional]
|
||||
**gte** | **float, none_type** | point.key >= range.gte | [optional]
|
||||
**lt** | **float, none_type** | point.key < range.lt | [optional]
|
||||
**lte** | **float, none_type** | point.key <= range.lte | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
15
qdrant_openapi_client/docs/RecommendRequest.md
Normal file
15
qdrant_openapi_client/docs/RecommendRequest.md
Normal file
@@ -0,0 +1,15 @@
|
||||
# RecommendRequest
|
||||
|
||||
Search request
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**negative** | **[int]** | Try to avoid vectors like this |
|
||||
**positive** | **[int]** | Look for vectors closest to those |
|
||||
**top** | **int** | Max number of result to return |
|
||||
**filter** | **object** | Look only for points which satisfies this conditions | [optional]
|
||||
**params** | **object** | Additional search params | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
13
qdrant_openapi_client/docs/Record.md
Normal file
13
qdrant_openapi_client/docs/Record.md
Normal file
@@ -0,0 +1,13 @@
|
||||
# Record
|
||||
|
||||
Point data
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**id** | **int** | Id of the point |
|
||||
**payload** | [**{str: (PayloadType,)}, none_type**](PayloadType.md) | Payload - values assigned to the point | [optional]
|
||||
**vector** | **[float], none_type** | Vector of the point | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/ScoredPoint.md
Normal file
11
qdrant_openapi_client/docs/ScoredPoint.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# ScoredPoint
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**id** | **int** | Point id |
|
||||
**score** | **float** | Points vector distance to the query vector |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/SearchParams.md
Normal file
12
qdrant_openapi_client/docs/SearchParams.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# SearchParams
|
||||
|
||||
Additional parameters of the search
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**hnsw** | [**SearchParamsAnyOfHnsw**](SearchParamsAnyOfHnsw.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/SearchParamsAnyOf.md
Normal file
11
qdrant_openapi_client/docs/SearchParamsAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# SearchParamsAnyOf
|
||||
|
||||
Params relevant to HNSW index
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**hnsw** | [**SearchParamsAnyOfHnsw**](SearchParamsAnyOfHnsw.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/SearchParamsAnyOfHnsw.md
Normal file
10
qdrant_openapi_client/docs/SearchParamsAnyOfHnsw.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# SearchParamsAnyOfHnsw
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**ef** | **int** | Size of the beam in a beam-search. Larger the value - more accurate the result, more time required for search. |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
14
qdrant_openapi_client/docs/SearchRequest.md
Normal file
14
qdrant_openapi_client/docs/SearchRequest.md
Normal file
@@ -0,0 +1,14 @@
|
||||
# SearchRequest
|
||||
|
||||
Search request
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**top** | **int** | Max number of result to return |
|
||||
**vector** | **[float]** | Look for vectors closest to this |
|
||||
**filter** | **object** | Look only for points which satisfies this conditions | [optional]
|
||||
**params** | **object** | Additional search params | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
13
qdrant_openapi_client/docs/SegmentConfig.md
Normal file
13
qdrant_openapi_client/docs/SegmentConfig.md
Normal file
@@ -0,0 +1,13 @@
|
||||
# SegmentConfig
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**distance** | [**Distance**](Distance.md) | |
|
||||
**index** | [**Indexes**](Indexes.md) | |
|
||||
**storage_type** | [**StorageType**](StorageType.md) | |
|
||||
**vector_size** | **int** | Size of a vectors used |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
13
qdrant_openapi_client/docs/StorageOps.md
Normal file
13
qdrant_openapi_client/docs/StorageOps.md
Normal file
@@ -0,0 +1,13 @@
|
||||
# StorageOps
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**create_collection** | [**StorageOpsAnyOfCreateCollection**](StorageOpsAnyOfCreateCollection.md) | | [optional]
|
||||
**delete_collection** | **str** | | [optional]
|
||||
**change_aliases** | [**StorageOpsAnyOf2ChangeAliases**](StorageOpsAnyOf2ChangeAliases.md) | | [optional]
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/StorageOpsAnyOf.md
Normal file
11
qdrant_openapi_client/docs/StorageOpsAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# StorageOpsAnyOf
|
||||
|
||||
Create new collection and (optionally) specify index params
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**create_collection** | [**StorageOpsAnyOfCreateCollection**](StorageOpsAnyOfCreateCollection.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/StorageOpsAnyOf1.md
Normal file
11
qdrant_openapi_client/docs/StorageOpsAnyOf1.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# StorageOpsAnyOf1
|
||||
|
||||
Delete collection with given name
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**delete_collection** | **str** | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/StorageOpsAnyOf2.md
Normal file
11
qdrant_openapi_client/docs/StorageOpsAnyOf2.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# StorageOpsAnyOf2
|
||||
|
||||
Perform changes of collection aliases Alias changes are atomic, meaning that no collection modifications can happen between alias operations
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**change_aliases** | [**StorageOpsAnyOf2ChangeAliases**](StorageOpsAnyOf2ChangeAliases.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
10
qdrant_openapi_client/docs/StorageOpsAnyOf2ChangeAliases.md
Normal file
10
qdrant_openapi_client/docs/StorageOpsAnyOf2ChangeAliases.md
Normal file
@@ -0,0 +1,10 @@
|
||||
# StorageOpsAnyOf2ChangeAliases
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**actions** | [**[AliasOperations]**](AliasOperations.md) | |
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
@@ -0,0 +1,13 @@
|
||||
# StorageOpsAnyOfCreateCollection
|
||||
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**distance** | [**Distance**](Distance.md) | |
|
||||
**name** | **str** | |
|
||||
**vector_size** | **int** | |
|
||||
**index** | **object** | | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
12
qdrant_openapi_client/docs/StorageType.md
Normal file
12
qdrant_openapi_client/docs/StorageType.md
Normal file
@@ -0,0 +1,12 @@
|
||||
# StorageType
|
||||
|
||||
Type of vector storage
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**type** | **str** | | [optional] if omitted the server will use the default value of "mmap"
|
||||
**any string name** | **bool, date, datetime, dict, float, int, list, str, none_type** | any string name can be used but the value must be the correct type | [optional]
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
11
qdrant_openapi_client/docs/StorageTypeAnyOf.md
Normal file
11
qdrant_openapi_client/docs/StorageTypeAnyOf.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# StorageTypeAnyOf
|
||||
|
||||
Store vectors in memory and use persistence storage only if vectors are changed
|
||||
## Properties
|
||||
Name | Type | Description | Notes
|
||||
------------ | ------------- | ------------- | -------------
|
||||
**type** | **str** | | defaults to "in_memory"
|
||||
|
||||
[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
|
||||
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user