repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
wandb | wandb/wandb_run.py | .py | """Compatibility wandb_run module.
Please use `wandb.Run` instead.
"""
from wandb.sdk.wandb_run import Run
__all__ = ["Run"]
| 9 | 128 |
wandb | wandb/jupyter.py | .py | from __future__ import annotations
import json
import logging
import os
import re
import shutil
import sys
import traceback
import urllib.parse
import urllib.request
from base64 import b64encode
from typing import Any
import IPython
import IPython.display
from IPython.core.magic import Magics, line_cell_magic, magics... | 512 | 16,417 |
wandb | wandb/_pydantic/utils.py | .py | """Internal utilities for working with Pydantic types and data."""
from __future__ import annotations
from functools import lru_cache
from typing import TYPE_CHECKING, Any
import pydantic_core
if TYPE_CHECKING:
from pydantic import BaseModel
@lru_cache
def gql_typename(cls: type[BaseModel]) -> str:
"""Get... | 50 | 1,584 |
wandb | wandb/_pydantic/field_types.py | .py | """Reusable field types and annotations for pydantic fields."""
from __future__ import annotations
from typing import Annotated, TypeAlias, TypeVar
from pydantic import Field, StrictStr
T = TypeVar("T")
Typename: TypeAlias = Annotated[T, Field(alias="__typename")]
"""Annotates GraphQL `__typename` fields."""
GQL... | 17 | 437 |
wandb | wandb/_pydantic/__init__.py | .py | """Internal utilities for working with pydantic."""
__all__ = [
"CompatBaseModel",
"JsonableModel",
"GQLBase",
"GQLInput",
"GQLResult",
"Connection",
"ConnectionWithTotal",
"Edge",
"FilterDict",
"PageInfo",
"OrderValidator",
"PaginatorVars",
"Typename",
"GQLId",
... | 58 | 1,109 |
wandb | wandb/_pydantic/pagination.py | .py | """Utilities for client-side handling of "relay-style" GraphQL pagination.
For formal specs and definitions, see https://relay.dev/graphql/connections.htm.
"""
from __future__ import annotations
import re
from collections.abc import Collection, Iterator
from dataclasses import dataclass
from typing import Annotated,... | 150 | 5,222 |
wandb | wandb/_pydantic/base.py | .py | """Base classes and other customizations for generated pydantic types."""
from __future__ import annotations
from abc import ABC
from collections.abc import Callable
from typing import TYPE_CHECKING, Any, ClassVar, Literal, overload
from pydantic import BaseModel, ConfigDict
from pydantic.alias_generators import to_... | 147 | 5,542 |
wandb | wandb/sandbox/_sandbox.py | .py | from __future__ import annotations
from collections.abc import Callable, Mapping, Sequence
from typing import TYPE_CHECKING, Any, ParamSpec, TypeVar
from cwsandbox import RemoteFunction, SandboxDefaults
from cwsandbox import Sandbox as _BaseSandbox
from cwsandbox import Session as _BaseSession
from wandb.errors impo... | 142 | 4,332 |
wandb | wandb/sandbox/__init__.py | .py | from __future__ import annotations
try:
import cwsandbox
except ImportError as exc:
raise ImportError(
"cwsandbox is not installed. Please install it with: pip install wandb[sandbox]"
) from exc
from cwsandbox import * # noqa: F403
from cwsandbox import __all__ as cwsandbox_all
# wandb specific ... | 23 | 572 |
wandb | wandb/sandbox/_auth.py | .py | from __future__ import annotations
from collections.abc import Generator
from contextlib import contextmanager
from contextvars import ContextVar
import cwsandbox
from cwsandbox import AuthHeaders, CWSandboxAuthenticationError, set_auth_mode
import wandb
from wandb.errors import UsageError
from wandb.sdk import wand... | 94 | 3,046 |
wandb | wandb/sandbox/_secret.py | .py | from __future__ import annotations
from dataclasses import dataclass
from cwsandbox import Secret as _BaseSecret
WANDB_SECRET_STORE = "wandb-team-secrets"
@dataclass(frozen=True, kw_only=True)
class Secret(_BaseSecret):
"""W&B sandbox secret with a default team secret store."""
store: str = WANDB_SECRET_S... | 15 | 325 |
wandb | wandb/automations/scopes.py | .py | """Scopes in which a W&B Automation can be triggered."""
from __future__ import annotations
from typing import Annotated, Literal
from pydantic import BeforeValidator, Discriminator, Field
from wandb._pydantic import GQLBase
from ._generated import (
ArtifactPortfolioScopeFields,
ArtifactSequenceScopeField... | 122 | 3,417 |
wandb | wandb/automations/_compat.py | .py | from __future__ import annotations
from collections.abc import Collection
from typing import TYPE_CHECKING, Final
from wandb._strutils import nameof
from ._generated import (
EntityScopeFields,
GenericWebhookActionFields,
NoOpActionFields,
NotificationActionFields,
QueueJobActionFields,
)
from .a... | 134 | 4,241 |
wandb | wandb/automations/_run_state_filters.py | .py | from __future__ import annotations
from collections.abc import Iterable
from typing import TYPE_CHECKING, Annotated, Any
from pydantic import BeforeValidator, field_validator
from wandb._filters import BaseOp, FilterExpr
from wandb._iterutils import always_list
from wandb._pydantic import GQLBase
from wandb.automati... | 82 | 2,981 |
wandb | wandb/automations/_validators.py | .py | from __future__ import annotations
from enum import Enum
from typing import Annotated, Any, TypeVar
from pydantic import BeforeValidator, Json, PlainSerializer
from wandb._filters import And, MongoLikeFilter, Or, simplify_expr
from wandb._pydantic import to_json
T = TypeVar("T")
def ensure_json(v: Any) -> Any:
... | 170 | 5,499 |
wandb | wandb/automations/__init__.py | .py | from .actions import ActionType, DoNothing, SendNotification, SendWebhook
from .automations import Automation, NewAutomation
from .events import (
ArtifactEvent,
EventType,
MetricChangeFilter,
MetricThresholdFilter,
MetricZScoreFilter,
OnAddArtifactAlias,
OnAddArtifactTag,
OnAddCollectio... | 73 | 1,763 |
wandb | wandb/automations/integrations.py | .py | from __future__ import annotations
from typing import Annotated
from pydantic import Field, TypeAdapter
from ._generated import SlackIntegrationFields, WebhookIntegrationFields
class SlackIntegration(SlackIntegrationFields):
team_name: str
"""Slack workspace (not W&B team) where this integration will post ... | 40 | 959 |
wandb | wandb/automations/automations.py | .py | from __future__ import annotations
from datetime import datetime
from typing import Annotated
from pydantic import Field
from wandb._pydantic import GQLId, GQLInput
from ._generated import TriggerFields
from .actions import InputAction, SavedAction
from .events import InputEvent, SavedEvent
from .scopes import Auto... | 86 | 2,649 |
wandb | wandb/automations/_inputs.py | .py | from __future__ import annotations
from collections.abc import Collection
from typing import Annotated, Any, Final, Protocol, TypedDict
from pydantic import Field
from typing_extensions import Self, Unpack
from wandb._filters import MongoLikeFilter
from wandb._pydantic import GQLId, GQLInput, computed_field, model_v... | 276 | 9,878 |
wandb | wandb/automations/events.py | .py | """Events that trigger W&B Automations."""
from __future__ import annotations
from typing import TYPE_CHECKING, Annotated, Any, Literal, get_args
from pydantic import AfterValidator, BeforeValidator, Discriminator, Field
from wandb._filters import And, FilterableField, MongoLikeFilter
from wandb._pydantic import GQ... | 496 | 15,639 |
wandb | wandb/automations/_run_metric_filters.py | .py | from __future__ import annotations
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING, Annotated, Any, Final, Literal, TypeAlias, overload
from pydantic import (
Field,
PositiveFloat,
PositiveInt,
StrictFloat,
StrictInt,
field_validator,
)
from typing_extensions import overri... | 513 | 19,405 |
wandb | wandb/automations/actions.py | .py | """Actions that are triggered by W&B Automations."""
from __future__ import annotations
from typing import Annotated, Any, Literal, get_args
from pydantic import BeforeValidator, Field
from typing_extensions import Self, TypeVar
from wandb._pydantic import GQLBase, GQLId, default_if_none
from wandb._strutils import... | 232 | 8,030 |
wandb | wandb/automations/_generated/operations.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
__all__ = [
"CREATE_AUTOMATION_GQL",
"CREATE_GENERIC_WEBHOOK_INTEGRATION_GQL",
"DELETE_AUTOMATION_GQL",
"GET_AUTOMATIONS_LEGACY_GQL",
"GET_ENTITY_AUTOMATIONS_GQL",
"GET_ENTITY_AUTOMATIONS_LEGACY_GQL",
"GET_ORG_AUTOM... | 813 | 13,509 |
wandb | wandb/automations/_generated/input_types.py | .py | # Generated by ariadne-codegen
# Source: core/api/graphql/schemas/schema-latest.graphql
from __future__ import annotations
from pydantic import Field
from wandb._pydantic import GQLId, GQLInput
from .enums import (
AlertSeverity,
EventTriggeringConditionType,
TriggeredActionType,
TriggerScopeType,
)... | 112 | 3,853 |
wandb | wandb/automations/_generated/update_automation.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from wandb._pydantic import GQLResult
from .fragments import TriggerFields
class UpdateAutomation(GQLResult):
result: UpdateAutomationResult | None
class UpdateAutomationResult(GQLResult):
trigg... | 21 | 419 |
wandb | wandb/automations/_generated/create_generic_webhook_integration.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from typing import Literal
from pydantic import Field
from wandb._pydantic import GQLResult, Typename
from .fragments import WebhookIntegrationFields
class CreateGenericWebhookIntegration(GQLResult):
... | 34 | 890 |
wandb | wandb/automations/_generated/get_org_automations.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from pydantic import Field
from wandb._pydantic import GQLResult
from .fragments import PageInfoFields, TriggerFields
class GetOrgAutomations(GQLResult):
scope: GetOrgAutomationsScope | None
class ... | 34 | 814 |
wandb | wandb/automations/_generated/fragments.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from datetime import datetime
from typing import Literal
from pydantic import Field
from wandb._pydantic import GQLId, GQLResult, Typename
from .enums import AlertSeverity, EventTriggeringConditionType
... | 167 | 4,854 |
wandb | wandb/automations/_generated/__init__.py | .py | # Generated by ariadne-codegen
__all__ = [
"CREATE_AUTOMATION_GQL",
"CREATE_GENERIC_WEBHOOK_INTEGRATION_GQL",
"DELETE_AUTOMATION_GQL",
"GET_AUTOMATIONS_LEGACY_GQL",
"GET_ENTITY_AUTOMATIONS_GQL",
"GET_ENTITY_AUTOMATIONS_LEGACY_GQL",
"GET_ORG_AUTOMATIONS_GQL",
"INTEGRATIONS_BY_ENTITY_GQL"... | 103 | 3,069 |
wandb | wandb/automations/_generated/get_automations_legacy.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from pydantic import Field
from wandb._pydantic import GQLResult
from .fragments import PageInfoFields, ProjectTriggersFields
class GetAutomationsLegacy(GQLResult):
scope: GetAutomationsLegacyScope |... | 34 | 877 |
wandb | wandb/automations/_generated/enums.py | .py | # Generated by ariadne-codegen
# Source: core/api/graphql/schemas/schema-latest.graphql
from __future__ import annotations
from enum import Enum
class AlertSeverity(str, Enum):
ERROR = "ERROR"
INFO = "INFO"
WARN = "WARN"
class EventTriggeringConditionType(str, Enum):
ADD_ARTIFACT_ALIAS = "ADD_ARTI... | 44 | 1,219 |
wandb | wandb/automations/_generated/delete_automation.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from wandb._pydantic import GQLResult
class DeleteAutomation(GQLResult):
result: DeleteAutomationResult
class DeleteAutomationResult(GQLResult):
success: bool
DeleteAutomation.model_rebuild()
| 18 | 319 |
wandb | wandb/automations/_generated/integrations_by_entity.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from typing import Annotated, Literal
from pydantic import Field
from wandb._pydantic import GQLResult, Typename
from .fragments import PageInfoFields, SlackIntegrationFields, WebhookIntegrationFields
c... | 48 | 1,363 |
wandb | wandb/automations/_generated/create_automation.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from wandb._pydantic import GQLResult
from .fragments import TriggerFields
class CreateAutomation(GQLResult):
result: CreateAutomationResult | None
class CreateAutomationResult(GQLResult):
trigg... | 21 | 419 |
wandb | wandb/automations/_generated/get_entity_automations.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from pydantic import Field
from wandb._pydantic import GQLResult
from .fragments import PageInfoFields, TriggerFields
class GetEntityAutomations(GQLResult):
scope: GetEntityAutomationsScope | None
... | 34 | 847 |
wandb | wandb/automations/_generated/get_entity_automations_legacy.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/automations/
from __future__ import annotations
from pydantic import Field
from wandb._pydantic import GQLResult
from .fragments import PageInfoFields, ProjectTriggersFields
class GetEntityAutomationsLegacy(GQLResult):
scope: GetEntityAutomationsL... | 34 | 943 |
wandb | wandb/_filters/filterutils.py | .py | """Helpers for parsing and transforming MongoDB expressions.
If a function is defined here, it's an internal helper that we deliberately
don't expose as instnace methods on filter types for now.
"""
from __future__ import annotations
from collections.abc import Iterator
from functools import singledispatch
from typi... | 97 | 3,064 |
wandb | wandb/_filters/__init__.py | .py | from .expressions import FIELD_REGEX, FilterableField, FilterExpr, MongoLikeFilter
from .filterutils import simplify_expr
from .operators import (
All,
And,
BaseOp,
Contains,
Eq,
Exists,
Gt,
Gte,
In,
Lt,
Lte,
Ne,
Nor,
Not,
NotIn,
Op,
Or,
Regex,
... | 51 | 666 |
wandb | wandb/_filters/operators.py | .py | """Types that represent operators in MongoDB filter expressions."""
from __future__ import annotations
from abc import ABC
from collections.abc import Iterable
from typing import TYPE_CHECKING, Any, TypeAlias, TypeVar, final, get_args
from pydantic import ConfigDict, Field, StrictBool, StrictFloat, StrictInt, Strict... | 309 | 8,517 |
wandb | wandb/_filters/expressions.py | .py | """Pydantic-compatible representations of MongoDB expressions."""
from __future__ import annotations
import re
from collections.abc import Iterable
from typing import Any, TypeAlias
from pydantic import ConfigDict, model_serializer
from typing_extensions import Self
from wandb._pydantic import CompatBaseModel, mode... | 193 | 6,356 |
wandb | wandb/docker/__init__.py | .py | from __future__ import annotations
import json
import logging
import os
import shutil
import subprocess
from typing import Any
from wandb.docker import names
from wandb.errors import Error
class DockerError(Error):
"""Raised when attempting to execute a docker command."""
def __init__(
self,
... | 289 | 8,529 |
wandb | wandb/docker/names.py | .py | from __future__ import annotations
class InvalidRepositoryError(Exception):
"""The given string is not a valid repository name."""
def resolve_repository_name(repo_name: str) -> tuple[str, str]:
if "://" in repo_name:
raise InvalidRepositoryError(
f"Repository name cannot contain a schem... | 41 | 1,311 |
wandb | wandb/sdk/wandb_helper.py | .py | import inspect
import types
from wandb.errors import UsageError
from .lib import config_util
def parse_config(params, exclude=None, include=None):
if exclude and include:
raise UsageError("Expected at most only one of exclude or include")
if isinstance(params, str):
params = config_util.dict... | 55 | 1,824 |
wandb | wandb/sdk/wandb_sweep.py | .py | from __future__ import annotations
import urllib.parse
from collections.abc import Callable
from typing import TYPE_CHECKING
import wandb
from wandb import env
from . import wandb_login
if TYPE_CHECKING:
from wandb.wandb_controller import _WandbController
def _get_sweep_url(api, sweep_id):
"""Return sweep... | 125 | 3,993 |
wandb | wandb/sdk/wandb_settings.py | .py | from __future__ import annotations
import json
import logging
import os
import pathlib
import platform
import re
import shutil
import socket
import sys
import traceback
from collections.abc import Callable, Sequence
from datetime import datetime
from typing import Any, Literal
from urllib.parse import quote, unquote
... | 2,334 | 77,834 |
wandb | wandb/sdk/wandb_alerts.py | .py | #
from enum import Enum
"""
Call run.alert() to generate an email or Slack notification programmatically.
"""
class AlertLevel(Enum):
INFO = "INFO"
WARN = "WARN"
ERROR = "ERROR"
| 13 | 193 |
wandb | wandb/sdk/__init__.py | .py | """W&B SDK module."""
__all__ = (
"Config",
"Settings",
"Summary",
"Artifact",
"AlertLevel",
"init",
"setup",
"_attach",
"_sync",
"login",
"require",
"finish",
"teardown",
"_watch",
"_unwatch",
"sweep",
"controller",
"helper",
)
from . import wan... | 37 | 783 |
wandb | wandb/sdk/wandb_watch.py | .py | """watch."""
from __future__ import annotations
import logging
from collections.abc import Sequence
from typing import TYPE_CHECKING
try:
from typing import Literal
except ImportError:
from typing import Literal # type: ignore
import wandb
from .lib import telemetry
if TYPE_CHECKING:
import torch # ... | 148 | 4,762 |
wandb | wandb/sdk/wandb_require.py | .py | """Feature Flags Module.
This module implements a feature flag system for the wandb library to require experimental features
and notify the user when features have been deprecated.
Example:
import wandb
wandb.require("wandb-service@beta")
wandb.require("incremental-artifacts@beta")
"""
from __future__ im... | 89 | 2,722 |
wandb | wandb/sdk/wandb_summary.py | .py | import abc
import typing as t
from .interface.summary_record import SummaryItem, SummaryRecord
class SummaryDict(metaclass=abc.ABCMeta):
"""dict-like wrapper for the nested dictionaries in a SummarySubDict.
Triggers self._root._callback on property changes.
"""
@abc.abstractmethod
def _as_dict(... | 143 | 4,369 |
wandb | wandb/sdk/wandb_setup.py | .py | """Global W&B library state.
This module manages global state, which for wandb includes:
- Settings configured through `wandb.setup()`
- The list of active runs
- A subprocess ("the internal service") that asynchronously uploads metrics
This module is fork-aware: in a forked process such as that spawned by the
`mult... | 595 | 20,368 |
wandb | wandb/sdk/wandb_login.py | .py | """Log in to Weights & Biases.
This authenticates your machine to log data to your account.
"""
from __future__ import annotations
import click
import wandb
from wandb import env
from wandb.apis.public.service_api import ServiceApi
from wandb.errors import AuthenticationError, term
from wandb.sdk import wandb_setup... | 372 | 11,423 |
wandb | wandb/sdk/wandb_run.py | .py | from __future__ import annotations
import contextlib
import functools
import glob
import json
import logging
import numbers
import os
import pathlib
import re
import sys
import threading
import time
import traceback
from collections.abc import Callable, Mapping, Sequence
from dataclasses import dataclass, field
from d... | 4,244 | 152,133 |
wandb | wandb/sdk/wandb_metric.py | .py | """metric."""
from __future__ import annotations
import logging
from collections.abc import Callable, Sequence
from wandb.proto import wandb_internal_pb2 as pb
logger = logging.getLogger("wandb")
class Metric:
"""Metric object."""
_callback: Callable[[pb.MetricRecord], None] | None
_name: str
_st... | 115 | 3,320 |
wandb | wandb/sdk/wandb_config.py | .py | """config."""
from __future__ import annotations
import logging
import wandb
from wandb.util import (
_is_artifact_representation,
check_dict_contains_nested_artifact,
json_friendly_val,
)
from . import wandb_helper
from .lib import config_util
logger = logging.getLogger("wandb")
# TODO(jhr): conside... | 328 | 10,707 |
wandb | wandb/sdk/wandb_init.py | .py | """Defines wandb.init() and associated classes and methods.
`wandb.init()` indicates the beginning of a new run. In an ML training pipeline,
you could add `wandb.init()` to the beginning of your training script as well as
your evaluation script, and each step would be tracked as a run in W&B.
For more on using `wandb... | 1,558 | 60,248 |
wandb | wandb/sdk/mailbox/response_handle.py | .py | from __future__ import annotations
import asyncio
import logging
import math
from collections.abc import Awaitable, Callable
from typing_extensions import override
from wandb.proto import wandb_server_pb2 as spb
from wandb.sdk.lib import asyncio_manager
from .mailbox_handle import HandleAbandonedError, MailboxHandl... | 134 | 3,972 |
wandb | wandb/sdk/mailbox/__init__.py | .py | """A message protocol for the internal service process.
The core of W&B is implemented by a side process that asynchronously uploads
data. The client process (such as this Python code) sends requests to the
service, and for some requests, the service eventually sends a response.
The client can send multiple requests ... | 24 | 856 |
wandb | wandb/sdk/mailbox/mailbox_handle.py | .py | from __future__ import annotations
import abc
from collections.abc import Callable
from typing import Generic
from typing_extensions import TypeVar, override
from wandb.sdk.lib import asyncio_manager
_T = TypeVar("_T")
_S = TypeVar("_S")
class HandleAbandonedError(Exception):
"""The handle has no response and... | 129 | 4,054 |
wandb | wandb/sdk/mailbox/wait_with_progress.py | .py | from __future__ import annotations
import time
from collections.abc import Callable, Coroutine
from typing import Any, TypeVar, cast
from wandb.sdk.lib import asyncio_compat
from .mailbox_handle import MailboxHandle
_T = TypeVar("_T")
def wait_with_progress(
handle: MailboxHandle[_T],
*,
timeout: floa... | 102 | 3,117 |
wandb | wandb/sdk/mailbox/mailbox.py | .py | from __future__ import annotations
import logging
import secrets
import string
import threading
from collections.abc import Awaitable, Callable
from wandb.proto import wandb_internal_pb2 as pb
from wandb.proto import wandb_server_pb2 as spb
from wandb.sdk.lib import asyncio_manager
from .mailbox_handle import Mailbo... | 161 | 5,242 |
wandb | wandb/sdk/verify/verify.py | .py | """Utilities for wandb verify."""
from __future__ import annotations
import contextlib
import getpass
import io
import os
import time
from collections.abc import Callable
from functools import partial
from http import HTTPStatus
from pathlib import Path
from typing import Any
import click
import requests
import wan... | 554 | 18,372 |
wandb | wandb/sdk/internal/tb_watcher.py | .py | """tensorboard watcher."""
from __future__ import annotations
import glob
import logging
import os
import queue
import socket
import sys
import threading
import time
from typing import TYPE_CHECKING, Any
import wandb
from wandb import util
from wandb.plot import CustomChart
from wandb.sdk.lib import filesystem
from... | 521 | 18,540 |
wandb | wandb/sdk/internal/progress.py | .py | """progress."""
from __future__ import annotations
import os
from typing import IO, TYPE_CHECKING
from wandb.errors import CommError
if TYPE_CHECKING:
from typing import Protocol
class ProgressFn(Protocol):
def __call__(self, new_bytes: int, total_bytes: int) -> None:
pass
class Progr... | 78 | 2,296 |
wandb | wandb/sdk/internal/incremental_table_util.py | .py | from __future__ import annotations
import time
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from wandb import Table
from wandb.sdk.artifacts.artifact import Artifact
from ..wandb_run import Run as LocalRun
ART_TYPE = "wandb-run-incremental-table"
def _get_artifact_name(run: LocalRun, key: str) -... | 54 | 1,490 |
wandb | wandb/sdk/internal/internal_api.py | .py | from __future__ import annotations
import base64
import datetime
import functools
import http.client
import json
import logging
import os
import re
import socket
import sys
import tempfile
from collections.abc import Callable, Iterable, Mapping, MutableMapping, Sequence
from copy import deepcopy
from pathlib import Pa... | 3,819 | 133,198 |
wandb | wandb/sdk/internal/profiler.py | .py | """Integration with pytorch profiler."""
import os
import wandb
from wandb.errors import Error, UsageError
from wandb.sdk.lib import telemetry
PYTORCH_MODULE = "torch"
PYTORCH_PROFILER_MODULE = "torch.profiler"
def torch_trace_handler():
"""Create a trace handler for traces generated by the profiler.
Pro... | 80 | 2,391 |
wandb | wandb/sdk/internal/run.py | .py | #
"""InternalRun - Internal-only run object.
Semi-stubbed run for internal process use.
"""
from typing_extensions import override
from wandb.sdk import wandb_run
class InternalRun(wandb_run.Run):
def __init__(self, run_obj, settings, datatypes_cb):
super().__init__(settings=settings)
self._ru... | 28 | 624 |
wandb | wandb/sdk/internal/sender_config.py | .py | from __future__ import annotations
import json
from collections.abc import Sequence
from typing import Any, NewType
from wandb.proto import wandb_internal_pb2
from wandb.sdk.lib import proto_util, telemetry
BackendConfigDict = NewType("BackendConfigDict", dict[str, Any])
"""Run config dictionary in the format used b... | 207 | 7,171 |
wandb | wandb/sdk/internal/sender.py | .py | """sender."""
from __future__ import annotations
import contextlib
import glob
import gzip
import json
import logging
import os
import queue
import threading
import time
import traceback
from collections import defaultdict
from collections.abc import Generator
from datetime import datetime
from queue import Queue
fro... | 1,646 | 63,604 |
wandb | wandb/sdk/internal/datastore.py | .py | """leveldb log datastore.
Format is described at:
https://github.com/google/leveldb/blob/master/doc/log_format.md
block := record* trailer?
record :=
checksum: uint32 // crc32c of type and data[] ; little-endian
length: uint16 // little-endian
type: uint8 // One of FULL, FIRST, MIDDLE, LA... | 284 | 9,469 |
wandb | wandb/sdk/internal/job_builder.py | .py | """job builder."""
from __future__ import annotations
import json
import logging
import os
import re
import sys
from collections.abc import Callable
from typing import TYPE_CHECKING, Any, Literal, TypedDict
import wandb
from wandb.sdk.artifacts._internal_artifact import InternalArtifact
from wandb.sdk.artifacts.arti... | 642 | 23,218 |
wandb | wandb/sdk/internal/file_stream.py | .py | from __future__ import annotations
import functools
import itertools
import json
import logging
import os
import queue
import random
import sys
import threading
import time
from collections.abc import Callable
from types import TracebackType
from typing import TYPE_CHECKING, Any, NamedTuple
if TYPE_CHECKING:
from... | 678 | 25,529 |
wandb | wandb/sdk/internal/settings_static.py | .py | from __future__ import annotations
from collections.abc import Iterable
from typing import Any
from wandb.sdk.wandb_settings import Settings
class SettingsStatic(Settings):
"""A readonly object that wraps a protobuf Settings message.
Implements the mapping protocol, so you can access settings as
attrib... | 42 | 1,202 |
wandb | wandb/sdk/internal/handler.py | .py | """Handle Manager."""
from __future__ import annotations
import json
import logging
import math
import numbers
import time
from collections import defaultdict
from collections.abc import Callable, Sequence
from queue import Queue
from threading import Event
from typing import TYPE_CHECKING, Any, cast
from wandb.erro... | 808 | 29,824 |
wandb | wandb/sdk/internal/file_pusher.py | .py | from __future__ import annotations
import concurrent.futures
import logging
import os
import queue
import tempfile
import threading
import time
from typing import TYPE_CHECKING
import wandb
import wandb.util
from wandb.filesync import stats, step_checksum, step_upload
from wandb.sdk.lib.paths import LogicalPath
if T... | 180 | 6,024 |
wandb | wandb/sdk/internal/_generated/operations.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/utils/
__all__ = ["SERVER_FEATURES_QUERY_GQL"]
SERVER_FEATURES_QUERY_GQL = """
query ServerFeaturesQuery {
serverInfo {
features {
name
isEnabled
}
}
}
"""
| 16 | 245 |
wandb | wandb/sdk/internal/_generated/server_features_query.py | .py | # Generated by ariadne-codegen
# Source: tools/graphql_codegen/utils/
from __future__ import annotations
from pydantic import Field
from wandb._pydantic import GQLResult
class ServerFeaturesQuery(GQLResult):
server_info: ServerFeaturesQueryServerInfo | None = Field(alias="serverInfo")
class ServerFeaturesQue... | 26 | 614 |
wandb | wandb/sdk/artifacts/_gqlutils.py | .py | from __future__ import annotations
from contextlib import suppress
from dataclasses import dataclass
from functools import lru_cache
from typing import TYPE_CHECKING
from wandb._iterutils import one
from wandb.proto.wandb_internal_pb2 import ServerFeature
from wandb.sdk.internal._generated import SERVER_FEATURES_QUER... | 193 | 7,910 |
wandb | wandb/sdk/artifacts/artifact_download_logger.py | .py | """Artifact download logger."""
from __future__ import annotations
import multiprocessing.dummy
import time
from collections.abc import Callable
from wandb.errors.term import termlog
class ArtifactDownloadLogger:
def __init__(
self,
nfiles: int,
clock_for_testing: Callable[[], float] = ... | 46 | 1,546 |
wandb | wandb/sdk/artifacts/staging.py | .py | """Manages artifact file staging.
Artifact files are copied to the staging area as soon as they are added to an artifact
in order to avoid file changes corrupting the artifact. Once the upload is complete, the
file should be moved to the artifact cache.
"""
from __future__ import annotations
import os
from wandb im... | 28 | 890 |
wandb | wandb/sdk/artifacts/exceptions.py | .py | """Artifact exceptions."""
from __future__ import annotations
from typing import TYPE_CHECKING, TypeVar
from wandb import errors
from wandb._strutils import nameof
if TYPE_CHECKING:
from wandb.sdk.artifacts.artifact import Artifact
ArtifactT = TypeVar("ArtifactT", bound=Artifact)
class ArtifactStatusErro... | 73 | 2,323 |
wandb | wandb/sdk/artifacts/artifact.py | .py | """Artifact class."""
from __future__ import annotations
import atexit
import contextlib
import json
import logging
import multiprocessing.dummy
import os
import re
import shutil
import stat
import tempfile
import time
from collections import deque
from collections.abc import Generator, Sequence
from concurrent.futur... | 2,752 | 106,358 |
wandb | wandb/sdk/artifacts/artifact_state.py | .py | """Artifact state."""
from __future__ import annotations
from enum import Enum
class ArtifactState(Enum):
PENDING = "PENDING"
COMMITTED = "COMMITTED"
DELETED = "DELETED"
GARBAGE_COLLECTED = "GARBAGE_COLLECTED"
PENDING_DELETION = "PENDING_DELETION"
| 14 | 272 |
wandb | wandb/sdk/artifacts/storage_policy.py | .py | """Storage policy."""
from __future__ import annotations
import concurrent.futures
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING, Any
from wandb.sdk.internal.internal_api import Api as InternalApi
from wandb.sdk.lib.paths import FilePathStr, URIStr
if TYPE_CHECKING:
from wandb.filesync.st... | 90 | 2,546 |
wandb | wandb/sdk/artifacts/_validators.py | .py | """Internal validation utilities that are specific to artifacts."""
from __future__ import annotations
import json
import os
import re
from collections.abc import Callable
from dataclasses import dataclass, field, replace
from functools import singledispatch, wraps
from pathlib import PureWindowsPath
from typing impo... | 373 | 12,993 |
wandb | wandb/sdk/artifacts/storage_handler.py | .py | """Storage handler."""
from __future__ import annotations
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING, Final
from wandb.sdk.lib.paths import FilePathStr, URIStr
if TYPE_CHECKING:
from urllib.parse import ParseResult
from wandb.sdk.artifacts.artifact import Artifact
from wandb.s... | 69 | 2,045 |
wandb | wandb/sdk/artifacts/artifact_instance_cache.py | .py | """Recent Artifact storage.
Artifacts are registered in the cache to ensure they won't be immediately garbage
collected and can be retrieved by their ID.
"""
from __future__ import annotations
from typing import TYPE_CHECKING
from wandb.sdk.lib.capped_dict import CappedDict
if TYPE_CHECKING:
from wandb.sdk.art... | 19 | 602 |
wandb | wandb/sdk/artifacts/_factories.py | .py | from __future__ import annotations
from typing import TYPE_CHECKING
from ._models.storage import StoragePolicyConfig
from .storage_policies import WandbStoragePolicy
if TYPE_CHECKING:
from .storage_policy import StoragePolicy
def make_storage_policy(region: str | None = None) -> StoragePolicy:
"""Returns t... | 15 | 461 |
wandb | wandb/sdk/artifacts/artifact_manifest_entry.py | .py | """Artifact manifest entry."""
# Keep older-style type annotations in this legacy model.
# ruff: noqa: UP006, UP007, UP035, UP045
from __future__ import annotations
import concurrent.futures
import hashlib
import logging
import os
from contextlib import suppress
from os.path import getsize
from typing import TYPE_CH... | 265 | 9,613 |
wandb | wandb/sdk/artifacts/storage_layout.py | .py | """Storage layout."""
from __future__ import annotations
from enum import Enum
class StorageLayout(str, Enum):
V1 = "V1"
V2 = "V2"
@classmethod
def from_env(cls) -> StorageLayout:
from wandb.env import get_use_v1_artifacts
return cls.V1 if get_use_v1_artifacts() else cls.V2
| 17 | 313 |
wandb | wandb/sdk/artifacts/artifact_manifest.py | .py | """Artifact manifest."""
from __future__ import annotations
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING, Annotated, Any, Dict # noqa: UP035
from pydantic import Field
from wandb.sdk.lib.hashutil import HexMD5
from ._models.base_model import ArtifactsBase
from ._validators import validate_... | 81 | 2,806 |
wandb | wandb/sdk/artifacts/artifact_ttl.py | .py | """Artifact TTL."""
from __future__ import annotations
from enum import Enum
class ArtifactTTL(Enum):
INHERIT = 0
| 10 | 122 |
wandb | wandb/sdk/artifacts/_internal_artifact.py | .py | from __future__ import annotations
import re
from base64 import urlsafe_b64encode
from typing import Any, Final
from zlib import crc32
from wandb.sdk.artifacts.artifact import Artifact
PLACEHOLDER: Final[str] = "PLACEHOLDER"
def sanitize_artifact_name(name: str) -> str:
"""Sanitize the string to satisfy constr... | 55 | 1,923 |
wandb | wandb/sdk/artifacts/artifact_file_cache.py | .py | """Artifact cache."""
from __future__ import annotations
import contextlib
import errno
import hashlib
import os
import shutil
import subprocess
import sys
from collections.abc import Generator
from contextlib import AbstractContextManager
from functools import lru_cache
from pathlib import Path
from tempfile import ... | 258 | 10,033 |
wandb | wandb/sdk/artifacts/artifact_saver.py | .py | """Artifact saver."""
from __future__ import annotations
import concurrent.futures
import json
import os
import tempfile
from collections.abc import Awaitable, Sequence
from typing import TYPE_CHECKING
import wandb
import wandb.filesync.step_prepare
from wandb import util
from wandb.sdk.artifacts.artifact_manifest i... | 276 | 9,623 |
wandb | wandb/sdk/artifacts/_models/storage.py | .py | from __future__ import annotations
from pydantic import ConfigDict, StrictStr
from pydantic.alias_generators import to_camel
from typing_extensions import Self
from wandb.sdk.artifacts.storage_layout import StorageLayout
from .base_model import ArtifactsBase
class StoragePolicyConfig(ArtifactsBase):
model_conf... | 31 | 883 |
wandb | wandb/sdk/artifacts/_models/manifest.py | .py | from typing import Any, Literal, final
from pydantic import field_validator
from pydantic.alias_generators import to_camel
from wandb.sdk.artifacts.artifact_manifest_entry import ArtifactManifestEntry
from .base_model import ArtifactsBase
from .storage import StoragePolicyConfig
@final
class ArtifactManifestV1Data... | 30 | 990 |
wandb | wandb/sdk/artifacts/_models/artifact_collection.py | .py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
from pydantic import Field, field_validator
from typing_extensions import Self
from wandb._pydantic import GQLId
from .base_model import ArtifactsBase
if TYPE_CHECKING:
from wandb.sdk.artifacts._generated import ArtifactCollectionFragment... | 127 | 4,475 |
wandb | wandb/sdk/artifacts/_models/__init__.py | .py | """Pydantic model classes and related helpers for artifacts code.
Excludes GraphQL-generated classes.
"""
__all__ = [
"ArtifactsBase",
"RegistryData",
"ArtifactCollectionData",
]
from .artifact_collection import ArtifactCollectionData
from .base_model import ArtifactsBase
from .registry import RegistryDat... | 14 | 322 |
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