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"""
.. include:: ../pdoc/README.md
"""
from .deprecated_plugins import check_for_deprecated_plugins as _check_for_deprecated_plugins
from .deprecation_warnings import *
from .pinecone import Pinecone
from .pinecone_asyncio import PineconeAsyncio
from .admin import Admin
from .exceptions import (
PineconeException,
PineconeApiTypeError,
PineconeApiValueError,
PineconeApiAttributeError,
PineconeApiKeyError,
PineconeApiException,
NotFoundException,
UnauthorizedException,
ForbiddenException,
ServiceException,
PineconeProtocolError,
PineconeConfigurationError,
ListConversionException,
)
from .utils import __version__
import logging
# Set up lazy import handling
from .utils.lazy_imports import setup_lazy_imports as _setup_lazy_imports
_inference_lazy_imports = {
"RerankModel": ("pinecone.inference", "RerankModel"),
"EmbedModel": ("pinecone.inference", "EmbedModel"),
"ModelInfo": ("pinecone.inference.models", "ModelInfo"),
"ModelInfoList": ("pinecone.inference.models", "ModelInfoList"),
"EmbeddingsList": ("pinecone.inference.models", "EmbeddingsList"),
"RerankResult": ("pinecone.inference.models", "RerankResult"),
}
_db_data_lazy_imports = {
"Vector": ("pinecone.db_data.dataclasses", "Vector"),
"SparseValues": ("pinecone.db_data.dataclasses", "SparseValues"),
"SearchQuery": ("pinecone.db_data.dataclasses", "SearchQuery"),
"SearchQueryVector": ("pinecone.db_data.dataclasses", "SearchQueryVector"),
"SearchRerank": ("pinecone.db_data.dataclasses", "SearchRerank"),
"FetchResponse": ("pinecone.db_data.dataclasses", "FetchResponse"),
"DeleteRequest": ("pinecone.db_data.models", "DeleteRequest"),
"DescribeIndexStatsRequest": ("pinecone.db_data.models", "DescribeIndexStatsRequest"),
"DescribeIndexStatsResponse": ("pinecone.db_data.models", "IndexDescription"),
"RpcStatus": ("pinecone.db_data.models", "RpcStatus"),
"ScoredVector": ("pinecone.db_data.models", "ScoredVector"),
"SingleQueryResults": ("pinecone.db_data.models", "SingleQueryResults"),
"QueryRequest": ("pinecone.db_data.models", "QueryRequest"),
"QueryResponse": ("pinecone.db_data.models", "QueryResponse"),
"UpsertResponse": ("pinecone.db_data.models", "UpsertResponse"),
"UpdateRequest": ("pinecone.db_data.models", "UpdateRequest"),
"NamespaceDescription": ("pinecone.core.openapi.db_data.models", "NamespaceDescription"),
"ImportErrorMode": ("pinecone.db_data.resources.sync.bulk_import", "ImportErrorMode"),
"VectorDictionaryMissingKeysError": (
"pinecone.db_data.errors",
"VectorDictionaryMissingKeysError",
),
"VectorDictionaryExcessKeysError": (
"pinecone.db_data.errors",
"VectorDictionaryExcessKeysError",
),
"VectorTupleLengthError": ("pinecone.db_data.errors", "VectorTupleLengthError"),
"SparseValuesTypeError": ("pinecone.db_data.errors", "SparseValuesTypeError"),
"SparseValuesMissingKeysError": ("pinecone.db_data.errors", "SparseValuesMissingKeysError"),
"SparseValuesDictionaryExpectedError": (
"pinecone.db_data.errors",
"SparseValuesDictionaryExpectedError",
),
}
_db_control_lazy_imports = {
"CloudProvider": ("pinecone.db_control.enums", "CloudProvider"),
"AwsRegion": ("pinecone.db_control.enums", "AwsRegion"),
"GcpRegion": ("pinecone.db_control.enums", "GcpRegion"),
"AzureRegion": ("pinecone.db_control.enums", "AzureRegion"),
"PodIndexEnvironment": ("pinecone.db_control.enums", "PodIndexEnvironment"),
"Metric": ("pinecone.db_control.enums", "Metric"),
"VectorType": ("pinecone.db_control.enums", "VectorType"),
"DeletionProtection": ("pinecone.db_control.enums", "DeletionProtection"),
"CollectionDescription": ("pinecone.db_control.models", "CollectionDescription"),
"CollectionList": ("pinecone.db_control.models", "CollectionList"),
"IndexList": ("pinecone.db_control.models", "IndexList"),
"IndexModel": ("pinecone.db_control.models", "IndexModel"),
"IndexEmbed": ("pinecone.db_control.models", "IndexEmbed"),
"ByocSpec": ("pinecone.db_control.models", "ByocSpec"),
"ServerlessSpec": ("pinecone.db_control.models", "ServerlessSpec"),
"ServerlessSpecDefinition": ("pinecone.db_control.models", "ServerlessSpecDefinition"),
"PodSpec": ("pinecone.db_control.models", "PodSpec"),
"PodSpecDefinition": ("pinecone.db_control.models", "PodSpecDefinition"),
"PodType": ("pinecone.db_control.enums", "PodType"),
"RestoreJobModel": ("pinecone.db_control.models", "RestoreJobModel"),
"RestoreJobList": ("pinecone.db_control.models", "RestoreJobList"),
"BackupModel": ("pinecone.db_control.models", "BackupModel"),
"BackupList": ("pinecone.db_control.models", "BackupList"),
"ConfigureIndexEmbed": ("pinecone.db_control.types", "ConfigureIndexEmbed"),
"CreateIndexForModelEmbedTypedDict": (
"pinecone.db_control.types",
"CreateIndexForModelEmbedTypedDict",
),
}
_config_lazy_imports = {
"Config": ("pinecone.config", "Config"),
"ConfigBuilder": ("pinecone.config", "ConfigBuilder"),
"PineconeConfig": ("pinecone.config", "PineconeConfig"),
}
# Define imports to be lazily loaded
_LAZY_IMPORTS = {
**_inference_lazy_imports,
**_db_data_lazy_imports,
**_db_control_lazy_imports,
**_config_lazy_imports,
}
# Set up the lazy import handler
_setup_lazy_imports(_LAZY_IMPORTS)
# Raise an exception if the user is attempting to use the SDK with
# deprecated plugins installed in their project.
_check_for_deprecated_plugins()
# Silence annoying log messages from the plugin interface
logging.getLogger("pinecone_plugin_interface").setLevel(logging.CRITICAL)
__all__ = [
"__version__",
# Deprecated top-levelfunctions
"init",
"create_index",
"delete_index",
"list_indexes",
"describe_index",
"configure_index",
"scale_index",
"create_collection",
"delete_collection",
"describe_collection",
"list_collections",
# Primary client classes
"Pinecone",
"PineconeAsyncio",
"Admin",
# All lazy-loaded types
*list(_LAZY_IMPORTS.keys()),
# Exception classes
"PineconeException",
"PineconeApiException",
"PineconeConfigurationError",
"PineconeProtocolError",
"PineconeApiAttributeError",
"PineconeApiTypeError",
"PineconeApiValueError",
"PineconeApiKeyError",
"NotFoundException",
"UnauthorizedException",
"ForbiddenException",
"ServiceException",
"ListConversionException",
"VectorDictionaryMissingKeysError",
"VectorDictionaryExcessKeysError",
"VectorTupleLengthError",
"SparseValuesTypeError",
"SparseValuesMissingKeysError",
"SparseValuesDictionaryExpectedError",
]