from __future__ import annotations
from datetime import datetime
from typing import (
TYPE_CHECKING,
Any,
Dict,
Generator,
List,
Mapping,
MutableMapping,
Optional,
Sequence,
Type,
Union,
)
from urllib import parse
from warnings import warn
from camel_converter import to_snake
from meilisearch._httprequests import HttpRequests
from meilisearch._utils import iso_to_date_time
from meilisearch.config import Config
from meilisearch.errors import version_error_hint_message
from meilisearch.models.document import Document, DocumentsResults
from meilisearch.models.index import (
Embedders,
Faceting,
HuggingFaceEmbedder,
IndexStats,
OpenAiEmbedder,
Pagination,
ProximityPrecision,
TypoTolerance,
UserProvidedEmbedder,
)
from meilisearch.models.task import Task, TaskInfo, TaskResults
from meilisearch.task import TaskHandler
if TYPE_CHECKING:
from json import JSONEncoder
# pylint: disable=too-many-public-methods, too-many-lines
[docs]
class Index:
"""
Indexes routes wrapper.
Index class gives access to all indexes routes and child routes (inherited).
https://www.meilisearch.com/docs/reference/api/indexes
"""
def __init__(
self,
config: Config,
uid: str,
primary_key: Optional[str] = None,
created_at: Optional[Union[datetime, str]] = None,
updated_at: Optional[Union[datetime, str]] = None,
) -> None:
"""
Parameters
----------
config:
Config object containing permission and location of Meilisearch.
uid:
UID of the index on which to perform the index actions.
primary_key:
Primary-key of the index.
"""
self.config = config
self.http = HttpRequests(config)
self.task_handler = TaskHandler(config)
self.uid = uid
self.primary_key = primary_key
self.created_at = iso_to_date_time(created_at)
self.updated_at = iso_to_date_time(updated_at)
[docs]
def delete(self) -> TaskInfo:
"""Delete the index.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(f"{self.config.paths.index}/{self.uid}")
return TaskInfo(**task)
[docs]
def update(self, primary_key: str) -> TaskInfo:
"""Update the index primary-key.
Parameters
----------
primary_key:
The primary key to use for the index.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
payload = {"primaryKey": primary_key}
task = self.http.patch(f"{self.config.paths.index}/{self.uid}", payload)
return TaskInfo(**task)
[docs]
def fetch_info(self) -> Index:
"""Fetch the info of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
index_dict = self.http.get(f"{self.config.paths.index}/{self.uid}")
self.primary_key = index_dict["primaryKey"]
self.created_at = iso_to_date_time(index_dict["createdAt"])
self.updated_at = iso_to_date_time(index_dict["updatedAt"])
return self
[docs]
def get_primary_key(self) -> str | None:
"""Get the primary key.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.fetch_info().primary_key
[docs]
@staticmethod
def create(config: Config, uid: str, options: Optional[Mapping[str, Any]] = None) -> TaskInfo:
"""Create the index.
Parameters
----------
uid:
UID of the index.
options:
Options passed during index creation (ex: { 'primaryKey': 'name' }).
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
if options is None:
options = {}
payload = {**options, "uid": uid}
task = HttpRequests(config).post(config.paths.index, payload)
return TaskInfo(**task)
[docs]
def get_tasks(self, parameters: Optional[MutableMapping[str, Any]] = None) -> TaskResults:
"""Get all tasks of a specific index from the last one.
Parameters
----------
parameters (optional):
parameters accepted by the get tasks route: https://www.meilisearch.com/docs/reference/api/tasks#get-tasks.
Returns
-------
tasks:
TaskResults instance with attributes:
- from
- next
- limit
- results : list of Task instances containing all enqueued, processing, succeeded or failed tasks of the index
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
if parameters is not None:
parameters.setdefault("indexUids", []).append(self.uid)
else:
parameters = {"indexUids": [self.uid]}
return self.task_handler.get_tasks(parameters=parameters)
[docs]
def get_task(self, uid: int) -> Task:
"""Get one task through the route of a specific index.
Parameters
----------
uid:
identifier of the task.
Returns
-------
task:
Task instance containing information about the processed asynchronous task of an index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.task_handler.get_task(uid)
[docs]
def wait_for_task(
self,
uid: int,
timeout_in_ms: int = 5000,
interval_in_ms: int = 50,
) -> Task:
"""Wait until Meilisearch processes a task until it fails or succeeds.
Parameters
----------
uid:
identifier of the task to wait for being processed.
timeout_in_ms (optional):
time the method should wait before raising a MeilisearchTimeoutError.
interval_in_ms (optional):
time interval the method should wait (sleep) between requests.
Returns
-------
task:
Task instance containing information about the processed asynchronous task.
Raises
------
MeilisearchTimeoutError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.task_handler.wait_for_task(uid, timeout_in_ms, interval_in_ms)
[docs]
def get_stats(self) -> IndexStats:
"""Get stats of the index.
Get information about the number of documents, field frequencies, ...
https://www.meilisearch.com/docs/reference/api/stats
Returns
-------
stats:
IndexStats instance containing information about the given index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
stats = self.http.get(f"{self.config.paths.index}/{self.uid}/{self.config.paths.stat}")
return IndexStats(stats)
[docs]
@version_error_hint_message
def search(self, query: str, opt_params: Optional[Mapping[str, Any]] = None) -> Dict[str, Any]:
"""Search in the index.
Parameters
----------
query:
String containing the searched word(s)
opt_params (optional):
Dictionary containing optional query parameters.
Note: The vector parameter is only available in Meilisearch >= v1.3.0, and is experimental
Meilisearch v1.3.0. In order to use this feature in Meilisearch v1.3.0 you first need to
enable the feature by sending a PATCH request to /experimental-features with
{ "vectoreStore": true }. Because this feature is experimental it may be removed or
updated causing breaking changes in this library without a major version bump so use
with caution.
https://www.meilisearch.com/docs/reference/api/search#search-in-an-index
Returns
-------
results:
Dictionary with hits, offset, limit, processingTime and initial query
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
if opt_params is None:
opt_params = {}
body = {"q": query, **opt_params}
return self.http.post(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.search}",
body=body,
)
[docs]
@version_error_hint_message
def facet_search(
self,
facet_name: str,
facet_query: Optional[str] = None,
opt_params: Optional[Mapping[str, Any]] = None,
) -> Dict[str, Any]:
"""
Perform a facet search based on the given facet query and facet name.
Parameters
----------
facet_name:
String containing the name of the facet on which the search is performed.
facet_query (optional):
String containing the searched words
opt_params (optional):
Dictionary containing optional query parameters.
Returns
-------
results:
Dictionary with facetHits, processingTime and initial facet query
"""
if opt_params is None:
opt_params = {}
body = {"facetName": facet_name, "facetQuery": facet_query, **opt_params}
return self.http.post(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.facet_search}",
body=body,
)
[docs]
def get_document(
self, document_id: Union[str, int], parameters: Optional[MutableMapping[str, Any]] = None
) -> Document:
"""Get one document with given document identifier.
Parameters
----------
document_id:
Unique identifier of the document.
parameters (optional):
parameters accepted by the get document route: https://www.meilisearch.com/docs/reference/api/documents#get-one-document
Returns
-------
document:
Document instance containing the documents information.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
if parameters is None:
parameters = {}
elif "fields" in parameters and isinstance(parameters["fields"], list):
parameters["fields"] = ",".join(parameters["fields"])
document = self.http.get(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}/{document_id}?{parse.urlencode(parameters)}"
)
return Document(document)
[docs]
@version_error_hint_message
def get_documents(
self, parameters: Optional[MutableMapping[str, Any]] = None
) -> DocumentsResults:
"""Get a set of documents from the index.
Parameters
----------
parameters (optional):
parameters accepted by the get documents route: https://www.meilisearch.com/docs/reference/api/documents#get-documents
Note: The filter parameter is only available in Meilisearch >= 1.2.0.
Returns
-------
documents:
DocumentsResults instance with attributes:
- total
- offset
- limit
- results : list of Document instances containing the documents information
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
if parameters is None or parameters.get("filter") is None:
if parameters is None:
parameters = {}
elif "fields" in parameters and isinstance(parameters["fields"], list):
parameters["fields"] = ",".join(parameters["fields"])
response = self.http.get(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}?{parse.urlencode(parameters)}"
)
return DocumentsResults(response)
response = self.http.post(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}/fetch",
body=parameters,
)
return DocumentsResults(response)
[docs]
def add_documents(
self,
documents: Sequence[Mapping[str, Any]],
primary_key: Optional[str] = None,
*,
serializer: Optional[Type[JSONEncoder]] = None,
) -> TaskInfo:
"""Add documents to the index.
Parameters
----------
documents:
List of documents. Each document should be a dictionary.
primary_key (optional):
The primary-key used in index. Ignored if already set up.
serializer (optional):
A custom JSONEncode to handle serializing fields that the build in json.dumps
cannot handle, for example UUID and datetime.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
url = self._build_url(primary_key)
add_document_task = self.http.post(url, documents, serializer=serializer)
return TaskInfo(**add_document_task)
[docs]
def add_documents_in_batches(
self,
documents: Sequence[Mapping[str, Any]],
batch_size: int = 1000,
primary_key: Optional[str] = None,
*,
serializer: Optional[Type[JSONEncoder]] = None,
) -> List[TaskInfo]:
"""Add documents to the index in batches.
Parameters
----------
documents:
List of documents. Each document should be a dictionary.
batch_size (optional):
The number of documents that should be included in each batch. Default = 1000
primary_key (optional):
The primary-key used in index. Ignored if already set up.
serializer (optional):
A custom JSONEncode to handle serializing fields that the build in json.dumps
cannot handle, for example UUID and datetime.
Returns
-------
tasks_info:
List of TaskInfo instances containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request.
Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
tasks: List[TaskInfo] = []
for document_batch in self._batch(documents, batch_size):
task = self.add_documents(document_batch, primary_key, serializer=serializer)
tasks.append(task)
return tasks
[docs]
def add_documents_json(
self,
str_documents: str,
primary_key: Optional[str] = None,
*,
serializer: Optional[Type[JSONEncoder]] = None,
) -> TaskInfo:
"""Add string documents from JSON file to the index.
Parameters
----------
str_documents:
String of document from a JSON file.
primary_key (optional):
The primary-key used in index. Ignored if already set up.
serializer (optional):
A custom JSONEncode to handle serializing fields that the build in json.dumps
cannot handle, for example UUID and datetime.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.add_documents_raw(
str_documents, primary_key, "application/json", serializer=serializer
)
[docs]
def add_documents_csv(
self,
str_documents: str,
primary_key: Optional[str] = None,
csv_delimiter: Optional[str] = None,
) -> TaskInfo:
"""Add string documents from a CSV file to the index.
Parameters
----------
str_documents:
String of document from a CSV file.
primary_key (optional):
The primary-key used in index. Ignored if already set up.
csv_delimiter:
One ASCII character used to customize the delimiter for CSV. Comma used by default.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.add_documents_raw(str_documents, primary_key, "text/csv", csv_delimiter)
[docs]
def add_documents_ndjson(
self,
str_documents: str,
primary_key: Optional[str] = None,
) -> TaskInfo:
"""Add string documents from a NDJSON file to the index.
Parameters
----------
str_documents:
String of document from a NDJSON file.
primary_key (optional):
The primary-key used in index. Ignored if already set up.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.add_documents_raw(str_documents, primary_key, "application/x-ndjson")
[docs]
def add_documents_raw(
self,
str_documents: str,
primary_key: Optional[str] = None,
content_type: Optional[str] = None,
csv_delimiter: Optional[str] = None,
*,
serializer: Optional[Type[JSONEncoder]] = None,
) -> TaskInfo:
"""Add string documents to the index.
Parameters
----------
str_documents:
String of document.
primary_key (optional):
The primary-key used in index. Ignored if already set up.
type:
The type of document. Type available: 'csv', 'json', 'jsonl'.
csv_delimiter:
One ASCII character used to customize the delimiter for CSV.
Note: The csv delimiter can only be used with the Content-Type text/csv.
serializer (optional):
A custom JSONEncode to handle serializing fields that the build in json.dumps
cannot handle, for example UUID and datetime.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
url = self._build_url(primary_key=primary_key, csv_delimiter=csv_delimiter)
response = self.http.post(url, str_documents, content_type, serializer=serializer)
return TaskInfo(**response)
[docs]
def update_documents(
self,
documents: Sequence[Mapping[str, Any]],
primary_key: Optional[str] = None,
*,
serializer: Optional[Type[JSONEncoder]] = None,
) -> TaskInfo:
"""Update documents in the index.
Parameters
----------
documents:
List of documents. Each document should be a dictionary.
primary_key (optional):
The primary-key used in index. Ignored if already set up
serializer (optional):
A custom JSONEncode to handle serializing fields that the build in json.dumps
cannot handle, for example UUID and datetime.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
url = self._build_url(primary_key)
response = self.http.put(url, documents, serializer=serializer)
return TaskInfo(**response)
[docs]
def update_documents_ndjson(
self,
str_documents: str,
primary_key: Optional[str] = None,
) -> TaskInfo:
"""Update documents as a ndjson string in the index.
Parameters
----------
str_documents:
String of document from a NDJSON file.
primary_key (optional):
The primary-key used in index. Ignored if already set up
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.update_documents_raw(str_documents, primary_key, "application/x-ndjson")
[docs]
def update_documents_json(
self,
str_documents: str,
primary_key: Optional[str] = None,
*,
serializer: Optional[Type[JSONEncoder]] = None,
) -> TaskInfo:
"""Update documents as a json string in the index.
Parameters
----------
str_documents:
String of document from a JSON file.
primary_key (optional):
The primary-key used in index. Ignored if already set up
serializer (optional):
A custom JSONEncode to handle serializing fields that the build in json.dumps
cannot handle, for example UUID and datetime.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.update_documents_raw(
str_documents, primary_key, "application/json", serializer=serializer
)
[docs]
def update_documents_csv(
self,
str_documents: str,
primary_key: Optional[str] = None,
csv_delimiter: Optional[str] = None,
) -> TaskInfo:
"""Update documents as a csv string in the index.
Parameters
----------
str_documents:
String of document from a CSV file.
primary_key (optional):
The primary-key used in index. Ignored if already set up.
csv_delimiter:
One ASCII character used to customize the delimiter for CSV. Comma used by default.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.update_documents_raw(str_documents, primary_key, "text/csv", csv_delimiter)
[docs]
def update_documents_raw(
self,
str_documents: str,
primary_key: Optional[str] = None,
content_type: Optional[str] = None,
csv_delimiter: Optional[str] = None,
*,
serializer: Optional[Type[JSONEncoder]] = None,
) -> TaskInfo:
"""Update documents as a string in the index.
Parameters
----------
str_documents:
String of document.
primary_key (optional):
The primary-key used in index. Ignored if already set up.
type:
The type of document. Type available: 'csv', 'json', 'jsonl'
csv_delimiter:
One ASCII character used to customize the delimiter for CSV.
Note: The csv delimiter can only be used with the Content-Type text/csv.
serializer (optional):
A custom JSONEncode to handle serializing fields that the build in json.dumps
cannot handle, for example UUID and datetime.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
url = self._build_url(primary_key=primary_key, csv_delimiter=csv_delimiter)
response = self.http.put(url, str_documents, content_type, serializer=serializer)
return TaskInfo(**response)
[docs]
def update_documents_in_batches(
self,
documents: Sequence[Mapping[str, Any]],
batch_size: int = 1000,
primary_key: Optional[str] = None,
serializer: Optional[Type[JSONEncoder]] = None,
) -> List[TaskInfo]:
"""Update documents to the index in batches.
Parameters
----------
documents:
List of documents. Each document should be a dictionary.
batch_size (optional):
The number of documents that should be included in each batch. Default = 1000
primary_key (optional):
The primary-key used in index. Ignored if already set up.
serializer (optional):
A custom JSONEncode to handle serializing fields that the build in json.dumps
cannot handle, for example UUID and datetime.
Returns
-------
tasks_info:
List of TaskInfo instances containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request.
Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
tasks = []
for document_batch in self._batch(documents, batch_size):
update_task = self.update_documents(document_batch, primary_key, serializer=serializer)
tasks.append(update_task)
return tasks
[docs]
def delete_document(self, document_id: Union[str, int]) -> TaskInfo:
"""Delete one document from the index.
Parameters
----------
document_id:
Unique identifier of the document.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
response = self.http.delete(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}/{document_id}"
)
return TaskInfo(**response)
[docs]
@version_error_hint_message
def delete_documents(
self,
ids: Optional[List[Union[str, int]]] = None,
*,
filter: Optional[ # pylint: disable=redefined-builtin
Union[str, List[Union[str, List[str]]]]
] = None,
) -> TaskInfo:
"""Delete multiple documents from the index by id or filter.
Parameters
----------
ids:
List of unique identifiers of documents. Note: using ids is depreciated and will be
removed in a future version.
filter:
The filter value information.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
if ids:
warn(
"The use of ids is depreciated and will be removed in the future",
DeprecationWarning,
)
response = self.http.post(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}/delete-batch",
[str(i) for i in ids],
)
else:
response = self.http.post(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}/delete",
body={"filter": filter},
)
return TaskInfo(**response)
[docs]
def delete_all_documents(self) -> TaskInfo:
"""Delete all documents from the index.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
response = self.http.delete(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}"
)
return TaskInfo(**response)
# GENERAL SETTINGS ROUTES
[docs]
def get_settings(self) -> Dict[str, Any]:
"""Get settings of the index.
https://www.meilisearch.com/docs/reference/api/settings
Returns
-------
settings
Dictionary containing the settings of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
settings = self.http.get(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.setting}"
)
if settings.get("embedders"):
embedders: dict[str, OpenAiEmbedder | HuggingFaceEmbedder | UserProvidedEmbedder] = {}
for k, v in settings["embedders"].items():
if v.get("source") == "openAi":
embedders[k] = OpenAiEmbedder(**v)
elif v.get("source") == "huggingFace":
embedders[k] = HuggingFaceEmbedder(**v)
else:
embedders[k] = UserProvidedEmbedder(**v)
settings["embedders"] = embedders
return settings
[docs]
def update_settings(self, body: Mapping[str, Any]) -> TaskInfo:
"""Update settings of the index.
https://www.meilisearch.com/docs/reference/api/settings#update-settings
Parameters
----------
body:
Dictionary containing the settings of the index.
More information:
https://www.meilisearch.com/docs/reference/api/settings#update-settings
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.patch(
f"{self.config.paths.index}/{self.uid}/{self.config.paths.setting}", body
)
return TaskInfo(**task)
[docs]
def reset_settings(self) -> TaskInfo:
"""Reset settings of the index to default values.
https://www.meilisearch.com/docs/reference/api/settings#reset-settings
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(f"{self.config.paths.index}/{self.uid}/{self.config.paths.setting}")
return TaskInfo(**task)
# RANKING RULES SUB-ROUTES
[docs]
def get_ranking_rules(self) -> List[str]:
"""Get ranking rules of the index.
Returns
-------
settings: list
List containing the ranking rules of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.ranking_rules))
[docs]
def update_ranking_rules(self, body: Union[List[str], None]) -> TaskInfo:
"""Update ranking rules of the index.
Parameters
----------
body:
List containing the ranking rules.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.ranking_rules), body)
return TaskInfo(**task)
[docs]
def reset_ranking_rules(self) -> TaskInfo:
"""Reset ranking rules of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.ranking_rules),
)
return TaskInfo(**task)
# DISTINCT ATTRIBUTE SUB-ROUTES
[docs]
def get_distinct_attribute(self) -> Optional[str]:
"""Get distinct attribute of the index.
Returns
-------
settings:
String containing the distinct attribute of the index. If no distinct attribute None is returned.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.distinct_attribute))
[docs]
def update_distinct_attribute(self, body: str) -> TaskInfo:
"""Update distinct attribute of the index.
Parameters
----------
body:
String containing the distinct attribute.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.distinct_attribute), body)
return TaskInfo(**task)
[docs]
def reset_distinct_attribute(self) -> TaskInfo:
"""Reset distinct attribute of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.distinct_attribute),
)
return TaskInfo(**task)
# SEARCHABLE ATTRIBUTES SUB-ROUTES
[docs]
def get_searchable_attributes(self) -> List[str]:
"""Get searchable attributes of the index.
Returns
-------
settings:
List containing the searchable attributes of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.searchable_attributes))
[docs]
def update_searchable_attributes(self, body: Union[List[str], None]) -> TaskInfo:
"""Update searchable attributes of the index.
Parameters
----------
body:
List containing the searchable attributes.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.searchable_attributes), body)
return TaskInfo(**task)
[docs]
def reset_searchable_attributes(self) -> TaskInfo:
"""Reset searchable attributes of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.searchable_attributes),
)
return TaskInfo(**task)
# DISPLAYED ATTRIBUTES SUB-ROUTES
[docs]
def get_displayed_attributes(self) -> List[str]:
"""Get displayed attributes of the index.
Returns
-------
settings:
List containing the displayed attributes of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.displayed_attributes))
[docs]
def update_displayed_attributes(self, body: Union[List[str], None]) -> TaskInfo:
"""Update displayed attributes of the index.
Parameters
----------
body:
List containing the displayed attributes.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.displayed_attributes), body)
return TaskInfo(**task)
[docs]
def reset_displayed_attributes(self) -> TaskInfo:
"""Reset displayed attributes of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.displayed_attributes),
)
return TaskInfo(**task)
# STOP WORDS SUB-ROUTES
[docs]
def get_stop_words(self) -> List[str]:
"""Get stop words of the index.
Returns
-------
settings:
List containing the stop words of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.stop_words))
[docs]
def update_stop_words(self, body: Union[List[str], None]) -> TaskInfo:
"""Update stop words of the index.
Parameters
----------
body: list
List containing the stop words.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.stop_words), body)
return TaskInfo(**task)
[docs]
def reset_stop_words(self) -> TaskInfo:
"""Reset stop words of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.stop_words),
)
return TaskInfo(**task)
# SYNONYMS SUB-ROUTES
[docs]
def get_synonyms(self) -> Dict[str, List[str]]:
"""Get synonyms of the index.
Returns
-------
settings: dict
Dictionary containing the synonyms of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.synonyms))
[docs]
def update_synonyms(self, body: Union[Dict[str, List[str]], None]) -> TaskInfo:
"""Update synonyms of the index.
Parameters
----------
body: dict
Dictionary containing the synonyms.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.synonyms), body)
return TaskInfo(**task)
[docs]
def reset_synonyms(self) -> TaskInfo:
"""Reset synonyms of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.synonyms),
)
return TaskInfo(**task)
# FILTERABLE ATTRIBUTES SUB-ROUTES
[docs]
def get_filterable_attributes(self) -> List[str]:
"""Get filterable attributes of the index.
Returns
-------
settings:
List containing the filterable attributes of the index
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.filterable_attributes))
[docs]
def update_filterable_attributes(self, body: Union[List[str], None]) -> TaskInfo:
"""Update filterable attributes of the index.
Parameters
----------
body:
List containing the filterable attributes.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.filterable_attributes), body)
return TaskInfo(**task)
[docs]
def reset_filterable_attributes(self) -> TaskInfo:
"""Reset filterable attributes of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.filterable_attributes),
)
return TaskInfo(**task)
# SORTABLE ATTRIBUTES SUB-ROUTES
[docs]
def get_sortable_attributes(self) -> List[str]:
"""Get sortable attributes of the index.
Returns
-------
settings:
List containing the sortable attributes of the index
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.sortable_attributes))
[docs]
def update_sortable_attributes(self, body: Union[List[str], None]) -> TaskInfo:
"""Update sortable attributes of the index.
Parameters
----------
body:
List containing the sortable attributes.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.sortable_attributes), body)
return TaskInfo(**task)
[docs]
def reset_sortable_attributes(self) -> TaskInfo:
"""Reset sortable attributes of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.sortable_attributes),
)
return TaskInfo(**task)
# TYPO TOLERANCE SUB-ROUTES
[docs]
def get_typo_tolerance(self) -> TypoTolerance:
"""Get typo tolerance of the index.
Returns
-------
settings:
The typo tolerance settings of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
typo_tolerance = self.http.get(self.__settings_url_for(self.config.paths.typo_tolerance))
return TypoTolerance(**typo_tolerance)
[docs]
def update_typo_tolerance(self, body: Union[Mapping[str, Any], None]) -> TaskInfo:
"""Update typo tolerance of the index.
Parameters
----------
body: dict
Dictionary containing the typo tolerance.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.patch(self.__settings_url_for(self.config.paths.typo_tolerance), body)
return TaskInfo(**task)
[docs]
def reset_typo_tolerance(self) -> TaskInfo:
"""Reset typo tolerance of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.typo_tolerance),
)
return TaskInfo(**task)
[docs]
def get_faceting_settings(self) -> Faceting:
"""Get the faceting settings of an index.
Returns
-------
settings:
The faceting settings of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
faceting = self.http.get(self.__settings_url_for(self.config.paths.faceting))
return Faceting(**faceting)
[docs]
def update_faceting_settings(self, body: Union[Mapping[str, Any], None]) -> TaskInfo:
"""Update the faceting settings of the index.
Parameters
----------
body: dict
Dictionary containing the faceting settings.
https://www.meilisearch.com/docs/reference/api/settings#update-pagination-settings
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.patch(path=self.__settings_url_for(self.config.paths.faceting), body=body)
return TaskInfo(**task)
[docs]
def reset_faceting_settings(self) -> TaskInfo:
"""Reset faceting settings of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(self.__settings_url_for(self.config.paths.faceting))
return TaskInfo(**task)
# USER DICTIONARY SUB-ROUTES
[docs]
def get_dictionary(self) -> List[str]:
"""Get the dictionary entries of the index.
Returns
-------
settings:
List containing the dictionary entries of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.dictionary))
[docs]
def update_dictionary(self, body: Union[List[str], None]) -> TaskInfo:
"""Update the dictionary of the index.
Parameters
----------
body:
List of the new dictionary entries.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.dictionary), body)
return TaskInfo(**task)
[docs]
def reset_dictionary(self) -> TaskInfo:
"""Clear all entries in dictionary
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.dictionary),
)
return TaskInfo(**task)
# TEXT SEPARATOR SUB-ROUTES
[docs]
def get_separator_tokens(self) -> List[str]:
"""Get the additional text separator tokens set on this index.
Returns
-------
settings:
List containing the separator tokens of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.separator_tokens))
[docs]
def get_non_separator_tokens(self) -> List[str]:
"""Get the list of disabled text separator tokens on this index.
Returns
-------
settings:
List containing the disabled separator tokens of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.non_separator_tokens))
[docs]
def update_separator_tokens(self, body: Union[List[str], None]) -> TaskInfo:
"""Update the additional separator tokens of the index.
Parameters
----------
body:
List of the new separator tokens.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.separator_tokens), body)
return TaskInfo(**task)
[docs]
def update_non_separator_tokens(self, body: Union[List[str], None]) -> TaskInfo:
"""Update the disabled separator tokens of the index.
Parameters
----------
body:
List of the newly disabled separator tokens.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.non_separator_tokens), body)
return TaskInfo(**task)
[docs]
def reset_separator_tokens(self) -> TaskInfo:
"""Clear all additional separator tokens
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.separator_tokens),
)
return TaskInfo(**task)
[docs]
def reset_non_separator_tokens(self) -> TaskInfo:
"""Clear all disabled separator tokens
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.non_separator_tokens),
)
return TaskInfo(**task)
# EMBEDDERS SUB-ROUTES
[docs]
def get_embedders(self) -> Embedders | None:
"""Get embedders of the index.
Returns
-------
settings:
The embedders settings of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
response = self.http.get(self.__settings_url_for(self.config.paths.embedders))
if not response:
return None
embedders: dict[str, OpenAiEmbedder | HuggingFaceEmbedder | UserProvidedEmbedder] = {}
for k, v in response.items():
print(v.get("source"))
if v.get("source") == "openAi":
embedders[k] = OpenAiEmbedder(**v)
elif v.get("source") == "huggingFace":
embedders[k] = HuggingFaceEmbedder(**v)
else:
embedders[k] = UserProvidedEmbedder(**v)
return Embedders(embedders=embedders)
[docs]
def update_embedders(self, body: Union[Mapping[str, Any], None]) -> TaskInfo:
"""Update embedders of the index.
Parameters
----------
body: dict
Dictionary containing the embedders.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.patch(self.__settings_url_for(self.config.paths.embedders), body)
return TaskInfo(**task)
[docs]
def reset_embedders(self) -> TaskInfo:
"""Reset embedders of the index to default values.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.embedders),
)
return TaskInfo(**task)
# SEARCH CUTOFF MS SETTINGS
[docs]
def get_search_cutoff_ms(self) -> int | None:
"""Get the search cutoff in ms of the index.
Returns
-------
settings:
Integer value of search cutoff in ms of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
return self.http.get(self.__settings_url_for(self.config.paths.search_cutoff_ms))
[docs]
def update_search_cutoff_ms(self, body: Union[int, None]) -> TaskInfo:
"""Update the search cutoff in ms of the index.
Parameters
----------
body:
Integer value of the search cutoff time in ms.
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.search_cutoff_ms), body)
return TaskInfo(**task)
[docs]
def reset_search_cutoff_ms(self) -> TaskInfo:
"""Reset the search cutoff of the index
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.search_cutoff_ms),
)
return TaskInfo(**task)
# PROXIMITY PRECISION SETTINGS
[docs]
def get_proximity_precision(self) -> ProximityPrecision:
"""Get the proximity_precision of the index.
Returns
-------
settings:
proximity_precision of the index.
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
response = self.http.get(self.__settings_url_for(self.config.paths.proximity_precision))
return ProximityPrecision[to_snake(response).upper()]
[docs]
def update_proximity_precision(self, body: Union[ProximityPrecision, None]) -> TaskInfo:
"""Update the proximity_precision of the index.
Parameters
----------
body:
proximity_precision
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.put(self.__settings_url_for(self.config.paths.proximity_precision), body)
return TaskInfo(**task)
[docs]
def reset_proximity_precision(self) -> TaskInfo:
"""Reset the proximity_precision of the index
Returns
-------
task_info:
TaskInfo instance containing information about a task to track the progress of an asynchronous process.
https://www.meilisearch.com/docs/reference/api/tasks#get-one-task
Raises
------
MeilisearchApiError
An error containing details about why Meilisearch can't process your request. Meilisearch error codes are described here: https://www.meilisearch.com/docs/reference/errors/error_codes#meilisearch-errors
"""
task = self.http.delete(
self.__settings_url_for(self.config.paths.proximity_precision),
)
return TaskInfo(**task)
@staticmethod
def _batch(
documents: Sequence[Mapping[str, Any]], batch_size: int
) -> Generator[Sequence[Mapping[str, Any]], None, None]:
total_len = len(documents)
for i in range(0, total_len, batch_size):
yield documents[i : i + batch_size]
def __settings_url_for(self, sub_route: str) -> str:
return f"{self.config.paths.index}/{self.uid}/{self.config.paths.setting}/{sub_route}"
def _build_url(
self,
primary_key: Optional[str] = None,
csv_delimiter: Optional[str] = None,
) -> str:
parameters = {}
if primary_key:
parameters["primaryKey"] = primary_key
if csv_delimiter:
parameters["csvDelimiter"] = csv_delimiter
if primary_key is None and csv_delimiter is None:
return f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}"
return f"{self.config.paths.index}/{self.uid}/{self.config.paths.document}?{parse.urlencode(parameters)}"