mirror of
https://github.com/qdrant/qdrant-client.git
synced 2026-07-26 12:41:06 -05:00
63f69540a6
* new: update models, add conversions, add conversion tests
* new: add list shard keys, add get_optimizations
* new: add weights to rrf
* new: add cluster telemetry
* new: add update_mode usage
* fix: fix mypy
* fix: populate inspection cache
* use RRF ranking as in the core
* timeouts propagation
* gen async clients
* implement score threshold for formular
* new: add tests for update mode
* fix: fix test skip comment
* Relevance feedback local mode (#1152)
* AI: implement local computation
prompt: Considering the implementation in the server, make the local
python implementation of the same scores calculation in this file:
[@distances.py](...), consider that the local mode calculates for all
points at once, while the server does it point by point.
Server impl:
```
...
```
* use constant for MARGIN
* relevance feedback integration and test
* do not exclude relevance context from result
* Revert "do not exclude relevance context from result"
This reverts commit 9c2a5cedc0.
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* fix: fix conversion test
---------
Co-authored-by: generall <andrey@vasnetsov.com>
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com>
1063 lines
32 KiB
Python
1063 lines
32 KiB
Python
# flake8: noqa E501
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from typing import TYPE_CHECKING, Any, Dict, Set, TypeVar, Union
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from pydantic import BaseModel
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from pydantic.main import BaseModel
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from pydantic.version import VERSION as PYDANTIC_VERSION
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from qdrant_client.http.models import *
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from qdrant_client.http.models import models as m
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PYDANTIC_V2 = PYDANTIC_VERSION.startswith("2.")
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Model = TypeVar("Model", bound="BaseModel")
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SetIntStr = Set[Union[int, str]]
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DictIntStrAny = Dict[Union[int, str], Any]
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file = None
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def to_json(model: BaseModel, *args: Any, **kwargs: Any) -> str:
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if PYDANTIC_V2:
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return model.model_dump_json(*args, **kwargs)
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else:
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return model.json(*args, **kwargs)
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def jsonable_encoder(
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obj: Any,
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include: Union[SetIntStr, DictIntStrAny] = None,
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exclude=None,
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by_alias: bool = True,
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skip_defaults: bool = None,
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exclude_unset: bool = True,
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exclude_none: bool = True,
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):
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if hasattr(obj, "json") or hasattr(obj, "model_dump_json"):
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return to_json(
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obj,
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include=include,
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exclude=exclude,
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by_alias=by_alias,
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exclude_unset=bool(exclude_unset or skip_defaults),
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exclude_none=exclude_none,
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)
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return obj
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if TYPE_CHECKING:
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from qdrant_client.http.api_client import ApiClient
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class _PointsApi:
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def __init__(self, api_client: "Union[ApiClient, AsyncApiClient]"):
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self.api_client = api_client
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def _build_for_batch_update(
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self,
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collection_name: str,
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wait: bool = None,
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ordering: WriteOrdering = None,
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timeout: int = None,
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update_operations: m.UpdateOperations = None,
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):
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"""
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Apply a series of update operations for points, vectors and payloads
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if wait is not None:
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query_params["wait"] = str(wait).lower()
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if ordering is not None:
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query_params["ordering"] = str(ordering)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(update_operations)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse20017,
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method="POST",
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url="/collections/{collection_name}/points/batch",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_clear_payload(
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self,
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collection_name: str,
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wait: bool = None,
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ordering: WriteOrdering = None,
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timeout: int = None,
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points_selector: m.PointsSelector = None,
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):
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"""
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Remove all payload for specified points
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if wait is not None:
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query_params["wait"] = str(wait).lower()
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if ordering is not None:
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query_params["ordering"] = str(ordering)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(points_selector)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse2007,
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method="POST",
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url="/collections/{collection_name}/points/payload/clear",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_count_points(
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self,
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collection_name: str,
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consistency: m.ReadConsistency = None,
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timeout: int = None,
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count_request: m.CountRequest = None,
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):
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"""
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Count points which matches given filtering condition
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if consistency is not None:
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query_params["consistency"] = str(consistency)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(count_request)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse20022,
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method="POST",
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url="/collections/{collection_name}/points/count",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_delete_payload(
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self,
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collection_name: str,
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wait: bool = None,
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ordering: WriteOrdering = None,
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timeout: int = None,
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delete_payload: m.DeletePayload = None,
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):
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"""
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Delete specified key payload for points
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if wait is not None:
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query_params["wait"] = str(wait).lower()
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if ordering is not None:
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query_params["ordering"] = str(ordering)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(delete_payload)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse2007,
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method="POST",
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url="/collections/{collection_name}/points/payload/delete",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_delete_points(
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self,
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collection_name: str,
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wait: bool = None,
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ordering: WriteOrdering = None,
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timeout: int = None,
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points_selector: m.PointsSelector = None,
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):
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"""
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Delete points
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if wait is not None:
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query_params["wait"] = str(wait).lower()
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if ordering is not None:
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query_params["ordering"] = str(ordering)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(points_selector)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse2007,
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method="POST",
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url="/collections/{collection_name}/points/delete",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_delete_vectors(
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self,
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collection_name: str,
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wait: bool = None,
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ordering: WriteOrdering = None,
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timeout: int = None,
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delete_vectors: m.DeleteVectors = None,
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):
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"""
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Delete named vectors from the given points.
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if wait is not None:
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query_params["wait"] = str(wait).lower()
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if ordering is not None:
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query_params["ordering"] = str(ordering)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(delete_vectors)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse2007,
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method="POST",
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url="/collections/{collection_name}/points/vectors/delete",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_facet(
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self,
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collection_name: str,
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consistency: m.ReadConsistency = None,
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timeout: int = None,
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facet_request: m.FacetRequest = None,
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):
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"""
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Count points that satisfy the given filter for each unique value of a payload key.
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if consistency is not None:
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query_params["consistency"] = str(consistency)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(facet_request)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse20023,
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method="POST",
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url="/collections/{collection_name}/facet",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_get_point(
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self,
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collection_name: str,
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id: m.ExtendedPointId,
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consistency: m.ReadConsistency = None,
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):
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"""
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Retrieve full information of single point by id
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"""
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path_params = {
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"collection_name": str(collection_name),
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"id": str(id),
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}
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query_params = {}
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if consistency is not None:
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query_params["consistency"] = str(consistency)
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headers = {}
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return self.api_client.request(
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type_=m.InlineResponse20015,
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method="GET",
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url="/collections/{collection_name}/points/{id}",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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)
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def _build_for_get_points(
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self,
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collection_name: str,
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consistency: m.ReadConsistency = None,
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timeout: int = None,
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point_request: m.PointRequest = None,
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):
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"""
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Retrieve multiple points by specified IDs
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if consistency is not None:
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query_params["consistency"] = str(consistency)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(point_request)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse20016,
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method="POST",
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url="/collections/{collection_name}/points",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_overwrite_payload(
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self,
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collection_name: str,
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wait: bool = None,
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ordering: WriteOrdering = None,
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timeout: int = None,
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set_payload: m.SetPayload = None,
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):
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"""
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Replace full payload of points with new one
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"""
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path_params = {
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"collection_name": str(collection_name),
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}
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query_params = {}
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if wait is not None:
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query_params["wait"] = str(wait).lower()
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if ordering is not None:
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query_params["ordering"] = str(ordering)
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(set_payload)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse2007,
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method="PUT",
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url="/collections/{collection_name}/points/payload",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
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def _build_for_scroll_points(
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self,
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collection_name: str,
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consistency: m.ReadConsistency = None,
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timeout: int = None,
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scroll_request: m.ScrollRequest = None,
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):
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"""
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Scroll request - paginate over all points which matches given filtering condition
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"""
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|
path_params = {
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"collection_name": str(collection_name),
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}
|
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|
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query_params = {}
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if consistency is not None:
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query_params["consistency"] = str(consistency)
|
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if timeout is not None:
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query_params["timeout"] = str(timeout)
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headers = {}
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body = jsonable_encoder(scroll_request)
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if "Content-Type" not in headers:
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headers["Content-Type"] = "application/json"
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return self.api_client.request(
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type_=m.InlineResponse20018,
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method="POST",
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url="/collections/{collection_name}/points/scroll",
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headers=headers if headers else None,
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path_params=path_params,
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params=query_params,
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content=body,
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)
|
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|
|
def _build_for_set_payload(
|
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self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
set_payload: m.SetPayload = None,
|
|
):
|
|
"""
|
|
Set payload values for points
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|
"""
|
|
path_params = {
|
|
"collection_name": str(collection_name),
|
|
}
|
|
|
|
query_params = {}
|
|
if wait is not None:
|
|
query_params["wait"] = str(wait).lower()
|
|
if ordering is not None:
|
|
query_params["ordering"] = str(ordering)
|
|
if timeout is not None:
|
|
query_params["timeout"] = str(timeout)
|
|
|
|
headers = {}
|
|
body = jsonable_encoder(set_payload)
|
|
if "Content-Type" not in headers:
|
|
headers["Content-Type"] = "application/json"
|
|
return self.api_client.request(
|
|
type_=m.InlineResponse2007,
|
|
method="POST",
|
|
url="/collections/{collection_name}/points/payload",
|
|
headers=headers if headers else None,
|
|
path_params=path_params,
|
|
params=query_params,
|
|
content=body,
|
|
)
|
|
|
|
def _build_for_update_vectors(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
update_vectors: m.UpdateVectors = None,
|
|
):
|
|
"""
|
|
Update specified named vectors on points, keep unspecified vectors intact.
|
|
"""
|
|
path_params = {
|
|
"collection_name": str(collection_name),
|
|
}
|
|
|
|
query_params = {}
|
|
if wait is not None:
|
|
query_params["wait"] = str(wait).lower()
|
|
if ordering is not None:
|
|
query_params["ordering"] = str(ordering)
|
|
if timeout is not None:
|
|
query_params["timeout"] = str(timeout)
|
|
|
|
headers = {}
|
|
body = jsonable_encoder(update_vectors)
|
|
if "Content-Type" not in headers:
|
|
headers["Content-Type"] = "application/json"
|
|
return self.api_client.request(
|
|
type_=m.InlineResponse2007,
|
|
method="PUT",
|
|
url="/collections/{collection_name}/points/vectors",
|
|
headers=headers if headers else None,
|
|
path_params=path_params,
|
|
params=query_params,
|
|
content=body,
|
|
)
|
|
|
|
def _build_for_upsert_points(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
point_insert_operations: m.PointInsertOperations = None,
|
|
):
|
|
"""
|
|
Perform insert + updates on points. If point with given ID already exists - it will be overwritten.
|
|
"""
|
|
path_params = {
|
|
"collection_name": str(collection_name),
|
|
}
|
|
|
|
query_params = {}
|
|
if wait is not None:
|
|
query_params["wait"] = str(wait).lower()
|
|
if ordering is not None:
|
|
query_params["ordering"] = str(ordering)
|
|
if timeout is not None:
|
|
query_params["timeout"] = str(timeout)
|
|
|
|
headers = {}
|
|
body = jsonable_encoder(point_insert_operations)
|
|
if "Content-Type" not in headers:
|
|
headers["Content-Type"] = "application/json"
|
|
return self.api_client.request(
|
|
type_=m.InlineResponse2007,
|
|
method="PUT",
|
|
url="/collections/{collection_name}/points",
|
|
headers=headers if headers else None,
|
|
path_params=path_params,
|
|
params=query_params,
|
|
content=body,
|
|
)
|
|
|
|
|
|
class AsyncPointsApi(_PointsApi):
|
|
async def batch_update(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
update_operations: m.UpdateOperations = None,
|
|
) -> m.InlineResponse20017:
|
|
"""
|
|
Apply a series of update operations for points, vectors and payloads
|
|
"""
|
|
return await self._build_for_batch_update(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
update_operations=update_operations,
|
|
)
|
|
|
|
async def clear_payload(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
points_selector: m.PointsSelector = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Remove all payload for specified points
|
|
"""
|
|
return await self._build_for_clear_payload(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
points_selector=points_selector,
|
|
)
|
|
|
|
async def count_points(
|
|
self,
|
|
collection_name: str,
|
|
consistency: m.ReadConsistency = None,
|
|
timeout: int = None,
|
|
count_request: m.CountRequest = None,
|
|
) -> m.InlineResponse20022:
|
|
"""
|
|
Count points which matches given filtering condition
|
|
"""
|
|
return await self._build_for_count_points(
|
|
collection_name=collection_name,
|
|
consistency=consistency,
|
|
timeout=timeout,
|
|
count_request=count_request,
|
|
)
|
|
|
|
async def delete_payload(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
delete_payload: m.DeletePayload = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Delete specified key payload for points
|
|
"""
|
|
return await self._build_for_delete_payload(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
delete_payload=delete_payload,
|
|
)
|
|
|
|
async def delete_points(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
points_selector: m.PointsSelector = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Delete points
|
|
"""
|
|
return await self._build_for_delete_points(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
points_selector=points_selector,
|
|
)
|
|
|
|
async def delete_vectors(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
delete_vectors: m.DeleteVectors = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Delete named vectors from the given points.
|
|
"""
|
|
return await self._build_for_delete_vectors(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
delete_vectors=delete_vectors,
|
|
)
|
|
|
|
async def facet(
|
|
self,
|
|
collection_name: str,
|
|
consistency: m.ReadConsistency = None,
|
|
timeout: int = None,
|
|
facet_request: m.FacetRequest = None,
|
|
) -> m.InlineResponse20023:
|
|
"""
|
|
Count points that satisfy the given filter for each unique value of a payload key.
|
|
"""
|
|
return await self._build_for_facet(
|
|
collection_name=collection_name,
|
|
consistency=consistency,
|
|
timeout=timeout,
|
|
facet_request=facet_request,
|
|
)
|
|
|
|
async def get_point(
|
|
self,
|
|
collection_name: str,
|
|
id: m.ExtendedPointId,
|
|
consistency: m.ReadConsistency = None,
|
|
) -> m.InlineResponse20015:
|
|
"""
|
|
Retrieve full information of single point by id
|
|
"""
|
|
return await self._build_for_get_point(
|
|
collection_name=collection_name,
|
|
id=id,
|
|
consistency=consistency,
|
|
)
|
|
|
|
async def get_points(
|
|
self,
|
|
collection_name: str,
|
|
consistency: m.ReadConsistency = None,
|
|
timeout: int = None,
|
|
point_request: m.PointRequest = None,
|
|
) -> m.InlineResponse20016:
|
|
"""
|
|
Retrieve multiple points by specified IDs
|
|
"""
|
|
return await self._build_for_get_points(
|
|
collection_name=collection_name,
|
|
consistency=consistency,
|
|
timeout=timeout,
|
|
point_request=point_request,
|
|
)
|
|
|
|
async def overwrite_payload(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
set_payload: m.SetPayload = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Replace full payload of points with new one
|
|
"""
|
|
return await self._build_for_overwrite_payload(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
set_payload=set_payload,
|
|
)
|
|
|
|
async def scroll_points(
|
|
self,
|
|
collection_name: str,
|
|
consistency: m.ReadConsistency = None,
|
|
timeout: int = None,
|
|
scroll_request: m.ScrollRequest = None,
|
|
) -> m.InlineResponse20018:
|
|
"""
|
|
Scroll request - paginate over all points which matches given filtering condition
|
|
"""
|
|
return await self._build_for_scroll_points(
|
|
collection_name=collection_name,
|
|
consistency=consistency,
|
|
timeout=timeout,
|
|
scroll_request=scroll_request,
|
|
)
|
|
|
|
async def set_payload(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
set_payload: m.SetPayload = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Set payload values for points
|
|
"""
|
|
return await self._build_for_set_payload(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
set_payload=set_payload,
|
|
)
|
|
|
|
async def update_vectors(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
update_vectors: m.UpdateVectors = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Update specified named vectors on points, keep unspecified vectors intact.
|
|
"""
|
|
return await self._build_for_update_vectors(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
update_vectors=update_vectors,
|
|
)
|
|
|
|
async def upsert_points(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
point_insert_operations: m.PointInsertOperations = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Perform insert + updates on points. If point with given ID already exists - it will be overwritten.
|
|
"""
|
|
return await self._build_for_upsert_points(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
point_insert_operations=point_insert_operations,
|
|
)
|
|
|
|
|
|
class SyncPointsApi(_PointsApi):
|
|
def batch_update(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
update_operations: m.UpdateOperations = None,
|
|
) -> m.InlineResponse20017:
|
|
"""
|
|
Apply a series of update operations for points, vectors and payloads
|
|
"""
|
|
return self._build_for_batch_update(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
update_operations=update_operations,
|
|
)
|
|
|
|
def clear_payload(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
points_selector: m.PointsSelector = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Remove all payload for specified points
|
|
"""
|
|
return self._build_for_clear_payload(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
points_selector=points_selector,
|
|
)
|
|
|
|
def count_points(
|
|
self,
|
|
collection_name: str,
|
|
consistency: m.ReadConsistency = None,
|
|
timeout: int = None,
|
|
count_request: m.CountRequest = None,
|
|
) -> m.InlineResponse20022:
|
|
"""
|
|
Count points which matches given filtering condition
|
|
"""
|
|
return self._build_for_count_points(
|
|
collection_name=collection_name,
|
|
consistency=consistency,
|
|
timeout=timeout,
|
|
count_request=count_request,
|
|
)
|
|
|
|
def delete_payload(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
delete_payload: m.DeletePayload = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Delete specified key payload for points
|
|
"""
|
|
return self._build_for_delete_payload(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
delete_payload=delete_payload,
|
|
)
|
|
|
|
def delete_points(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
points_selector: m.PointsSelector = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Delete points
|
|
"""
|
|
return self._build_for_delete_points(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
points_selector=points_selector,
|
|
)
|
|
|
|
def delete_vectors(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
delete_vectors: m.DeleteVectors = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Delete named vectors from the given points.
|
|
"""
|
|
return self._build_for_delete_vectors(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
delete_vectors=delete_vectors,
|
|
)
|
|
|
|
def facet(
|
|
self,
|
|
collection_name: str,
|
|
consistency: m.ReadConsistency = None,
|
|
timeout: int = None,
|
|
facet_request: m.FacetRequest = None,
|
|
) -> m.InlineResponse20023:
|
|
"""
|
|
Count points that satisfy the given filter for each unique value of a payload key.
|
|
"""
|
|
return self._build_for_facet(
|
|
collection_name=collection_name,
|
|
consistency=consistency,
|
|
timeout=timeout,
|
|
facet_request=facet_request,
|
|
)
|
|
|
|
def get_point(
|
|
self,
|
|
collection_name: str,
|
|
id: m.ExtendedPointId,
|
|
consistency: m.ReadConsistency = None,
|
|
) -> m.InlineResponse20015:
|
|
"""
|
|
Retrieve full information of single point by id
|
|
"""
|
|
return self._build_for_get_point(
|
|
collection_name=collection_name,
|
|
id=id,
|
|
consistency=consistency,
|
|
)
|
|
|
|
def get_points(
|
|
self,
|
|
collection_name: str,
|
|
consistency: m.ReadConsistency = None,
|
|
timeout: int = None,
|
|
point_request: m.PointRequest = None,
|
|
) -> m.InlineResponse20016:
|
|
"""
|
|
Retrieve multiple points by specified IDs
|
|
"""
|
|
return self._build_for_get_points(
|
|
collection_name=collection_name,
|
|
consistency=consistency,
|
|
timeout=timeout,
|
|
point_request=point_request,
|
|
)
|
|
|
|
def overwrite_payload(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
set_payload: m.SetPayload = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Replace full payload of points with new one
|
|
"""
|
|
return self._build_for_overwrite_payload(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
set_payload=set_payload,
|
|
)
|
|
|
|
def scroll_points(
|
|
self,
|
|
collection_name: str,
|
|
consistency: m.ReadConsistency = None,
|
|
timeout: int = None,
|
|
scroll_request: m.ScrollRequest = None,
|
|
) -> m.InlineResponse20018:
|
|
"""
|
|
Scroll request - paginate over all points which matches given filtering condition
|
|
"""
|
|
return self._build_for_scroll_points(
|
|
collection_name=collection_name,
|
|
consistency=consistency,
|
|
timeout=timeout,
|
|
scroll_request=scroll_request,
|
|
)
|
|
|
|
def set_payload(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
set_payload: m.SetPayload = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Set payload values for points
|
|
"""
|
|
return self._build_for_set_payload(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
set_payload=set_payload,
|
|
)
|
|
|
|
def update_vectors(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
update_vectors: m.UpdateVectors = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Update specified named vectors on points, keep unspecified vectors intact.
|
|
"""
|
|
return self._build_for_update_vectors(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
update_vectors=update_vectors,
|
|
)
|
|
|
|
def upsert_points(
|
|
self,
|
|
collection_name: str,
|
|
wait: bool = None,
|
|
ordering: WriteOrdering = None,
|
|
timeout: int = None,
|
|
point_insert_operations: m.PointInsertOperations = None,
|
|
) -> m.InlineResponse2007:
|
|
"""
|
|
Perform insert + updates on points. If point with given ID already exists - it will be overwritten.
|
|
"""
|
|
return self._build_for_upsert_points(
|
|
collection_name=collection_name,
|
|
wait=wait,
|
|
ordering=ordering,
|
|
timeout=timeout,
|
|
point_insert_operations=point_insert_operations,
|
|
)
|