id int64 1 6.07M | name stringlengths 1 295 | code stringlengths 12 426k | language stringclasses 1
value | source_file stringlengths 5 202 | start_line int64 1 158k | end_line int64 1 158k | repo dict |
|---|---|---|---|---|---|---|---|
3,001 | scheme | def scheme(self) -> str:
return self._scheme | python | wandb/sdk/wandb_artifacts.py | 1,334 | 1,335 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,002 | init_boto | def init_boto(self) -> "boto3.resources.base.ServiceResource":
if self._s3 is not None:
return self._s3
boto: "boto3" = util.get_module(
"boto3",
required="s3:// references requires the boto3 library, run pip install wandb[aws]",
lazy=False,
)
... | python | wandb/sdk/wandb_artifacts.py | 1,337 | 1,351 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,003 | _parse_uri | def _parse_uri(self, uri: str) -> Tuple[str, str, Optional[str]]:
url = urlparse(uri)
query = dict(parse_qsl(url.query))
bucket = url.netloc
key = url.path[1:] # strip leading slash
version = query.get("versionId")
return bucket, key, version | python | wandb/sdk/wandb_artifacts.py | 1,353 | 1,361 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,004 | versioning_enabled | def versioning_enabled(self, bucket: str) -> bool:
self.init_boto()
assert self._s3 is not None # mypy: unwraps optionality
if self._versioning_enabled is not None:
return self._versioning_enabled
res = self._s3.BucketVersioning(bucket)
self._versioning_enabled = res... | python | wandb/sdk/wandb_artifacts.py | 1,363 | 1,370 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,005 | load_path | def load_path(
self,
manifest_entry: ArtifactManifestEntry,
local: bool = False,
) -> Union[URIStr, FilePathStr]:
if not local:
assert manifest_entry.ref is not None
return manifest_entry.ref
assert manifest_entry.ref is not None
path, hit, c... | python | wandb/sdk/wandb_artifacts.py | 1,372 | 1,433 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,006 | store_path | def store_path(
self,
artifact: ArtifactInterface,
path: Union[URIStr, FilePathStr],
name: Optional[str] = None,
checksum: bool = True,
max_objects: Optional[int] = None,
) -> Sequence[ArtifactManifestEntry]:
self.init_boto()
assert self._s3 is not Non... | python | wandb/sdk/wandb_artifacts.py | 1,435 | 1,510 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,007 | _size_from_obj | def _size_from_obj(self, obj: "boto3.s3.Object") -> int:
# ObjectSummary has size, Object has content_length
size: int
if hasattr(obj, "size"):
size = obj.size
else:
size = obj.content_length
return size | python | wandb/sdk/wandb_artifacts.py | 1,512 | 1,519 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,008 | _entry_from_obj | def _entry_from_obj(
self,
obj: "boto3.s3.Object",
path: str,
name: Optional[str] = None,
prefix: str = "",
multi: bool = False,
) -> ArtifactManifestEntry:
"""Create an ArtifactManifestEntry from an S3 object.
Arguments:
obj: The S3 objec... | python | wandb/sdk/wandb_artifacts.py | 1,521 | 1,568 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,009 | _etag_from_obj | def _etag_from_obj(obj: "boto3.s3.Object") -> ETag:
etag: ETag
etag = obj.e_tag[1:-1] # escape leading and trailing quote
return etag | python | wandb/sdk/wandb_artifacts.py | 1,571 | 1,574 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,010 | _extra_from_obj | def _extra_from_obj(obj: "boto3.s3.Object") -> Dict[str, str]:
extra = {
"etag": obj.e_tag[1:-1], # escape leading and trailing quote
}
# ObjectSummary will never have version_id
if hasattr(obj, "version_id") and obj.version_id != "null":
extra["versionID"] = obj... | python | wandb/sdk/wandb_artifacts.py | 1,577 | 1,584 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,011 | _content_addressed_path | def _content_addressed_path(md5: str) -> FilePathStr:
# TODO: is this the structure we want? not at all human
# readable, but that's probably OK. don't want people
# poking around in the bucket
return FilePathStr(
"wandb/%s" % base64.b64encode(md5.encode("ascii")).decode("asc... | python | wandb/sdk/wandb_artifacts.py | 1,587 | 1,593 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,012 | __init__ | def __init__(self, scheme: Optional[str] = None) -> None:
self._scheme = scheme or "gs"
self._client = None
self._versioning_enabled = None
self._cache = get_artifacts_cache() | python | wandb/sdk/wandb_artifacts.py | 1,600 | 1,604 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,013 | versioning_enabled | def versioning_enabled(self, bucket_path: str) -> bool:
if self._versioning_enabled is not None:
return self._versioning_enabled
self.init_gcs()
assert self._client is not None # mypy: unwraps optionality
bucket = self._client.bucket(bucket_path)
bucket.reload()
... | python | wandb/sdk/wandb_artifacts.py | 1,606 | 1,614 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,014 | scheme | def scheme(self) -> str:
return self._scheme | python | wandb/sdk/wandb_artifacts.py | 1,617 | 1,618 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,015 | init_gcs | def init_gcs(self) -> "gcs_module.client.Client":
if self._client is not None:
return self._client
storage = util.get_module(
"google.cloud.storage",
required="gs:// references requires the google-cloud-storage library, run pip install wandb[gcp]",
)
s... | python | wandb/sdk/wandb_artifacts.py | 1,620 | 1,628 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,016 | _parse_uri | def _parse_uri(self, uri: str) -> Tuple[str, str, Optional[str]]:
url = urlparse(uri)
bucket = url.netloc
key = url.path[1:]
version = url.fragment if url.fragment else None
return bucket, key, version | python | wandb/sdk/wandb_artifacts.py | 1,630 | 1,635 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,017 | load_path | def load_path(
self,
manifest_entry: ArtifactManifestEntry,
local: bool = False,
) -> Union[URIStr, FilePathStr]:
if not local:
assert manifest_entry.ref is not None
return manifest_entry.ref
path, hit, cache_open = self._cache.check_md5_obj_path(
... | python | wandb/sdk/wandb_artifacts.py | 1,637 | 1,682 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,018 | store_path | def store_path(
self,
artifact: ArtifactInterface,
path: Union[URIStr, FilePathStr],
name: Optional[str] = None,
checksum: bool = True,
max_objects: Optional[int] = None,
) -> Sequence[ArtifactManifestEntry]:
self.init_gcs()
assert self._client is not ... | python | wandb/sdk/wandb_artifacts.py | 1,684 | 1,740 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,019 | _entry_from_obj | def _entry_from_obj(
self,
obj: "gcs_module.blob.Blob",
path: str,
name: Optional[str] = None,
prefix: str = "",
multi: bool = False,
) -> ArtifactManifestEntry:
"""Create an ArtifactManifestEntry from a GCS object.
Arguments:
obj: The GCS... | python | wandb/sdk/wandb_artifacts.py | 1,742 | 1,789 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,020 | _extra_from_obj | def _extra_from_obj(obj: "gcs_module.blob.Blob") -> Dict[str, str]:
return {
"etag": obj.etag,
"versionID": obj.generation,
} | python | wandb/sdk/wandb_artifacts.py | 1,792 | 1,796 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,021 | _content_addressed_path | def _content_addressed_path(md5: str) -> FilePathStr:
# TODO: is this the structure we want? not at all human
# readable, but that's probably OK. don't want people
# poking around in the bucket
return FilePathStr(
"wandb/%s" % base64.b64encode(md5.encode("ascii")).decode("asc... | python | wandb/sdk/wandb_artifacts.py | 1,799 | 1,805 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,022 | __init__ | def __init__(self, session: requests.Session, scheme: Optional[str] = None) -> None:
self._scheme = scheme or "http"
self._cache = get_artifacts_cache()
self._session = session | python | wandb/sdk/wandb_artifacts.py | 1,809 | 1,812 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,023 | scheme | def scheme(self) -> str:
return self._scheme | python | wandb/sdk/wandb_artifacts.py | 1,815 | 1,816 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,024 | load_path | def load_path(
self,
manifest_entry: ArtifactManifestEntry,
local: bool = False,
) -> Union[URIStr, FilePathStr]:
if not local:
assert manifest_entry.ref is not None
return manifest_entry.ref
assert manifest_entry.ref is not None
path, hit, c... | python | wandb/sdk/wandb_artifacts.py | 1,818 | 1,852 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,025 | store_path | def store_path(
self,
artifact: ArtifactInterface,
path: Union[URIStr, FilePathStr],
name: Optional[str] = None,
checksum: bool = True,
max_objects: Optional[int] = None,
) -> Sequence[ArtifactManifestEntry]:
name = LogicalFilePathStr(name or os.path.basename(... | python | wandb/sdk/wandb_artifacts.py | 1,854 | 1,875 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,026 | _entry_from_headers | def _entry_from_headers(
self, headers: requests.structures.CaseInsensitiveDict
) -> Tuple[Optional[ETag], Optional[int], Dict[str, str]]:
response_headers = {k.lower(): v for k, v in headers.items()}
size = None
if response_headers.get("content-length", None):
size = int... | python | wandb/sdk/wandb_artifacts.py | 1,877 | 1,891 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,027 | __init__ | def __init__(self) -> None:
self._scheme = "wandb-artifact"
self._cache = get_artifacts_cache()
self._client = None | python | wandb/sdk/wandb_artifacts.py | 1,899 | 1,902 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,028 | scheme | def scheme(self) -> str:
"""Scheme this handler applies to."""
return self._scheme | python | wandb/sdk/wandb_artifacts.py | 1,905 | 1,907 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,029 | client | def client(self) -> PublicApi:
if self._client is None:
self._client = PublicApi()
return self._client | python | wandb/sdk/wandb_artifacts.py | 1,910 | 1,913 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,030 | load_path | def load_path(
self,
manifest_entry: ArtifactManifestEntry,
local: bool = False,
) -> Union[URIStr, FilePathStr]:
"""Load the file in the specified artifact given its corresponding entry.
Download the referenced artifact; create and return a new symlink to the caller.
... | python | wandb/sdk/wandb_artifacts.py | 1,915 | 1,947 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,031 | store_path | def store_path(
self,
artifact: ArtifactInterface,
path: Union[URIStr, FilePathStr],
name: Optional[str] = None,
checksum: bool = True,
max_objects: Optional[int] = None,
) -> Sequence[ArtifactManifestEntry]:
"""Store the file or directory at the given path in... | python | wandb/sdk/wandb_artifacts.py | 1,949 | 2,002 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,032 | __init__ | def __init__(self) -> None:
self._scheme = "wandb-client-artifact"
self._cache = get_artifacts_cache() | python | wandb/sdk/wandb_artifacts.py | 2,010 | 2,012 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,033 | scheme | def scheme(self) -> str:
"""Scheme this handler applies to."""
return self._scheme | python | wandb/sdk/wandb_artifacts.py | 2,015 | 2,017 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,034 | load_path | def load_path(
self,
manifest_entry: ArtifactManifestEntry,
local: bool = False,
) -> Union[URIStr, FilePathStr]:
raise NotImplementedError(
"Should not be loading a path for an artifact entry with unresolved client id."
) | python | wandb/sdk/wandb_artifacts.py | 2,019 | 2,026 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,035 | store_path | def store_path(
self,
artifact: ArtifactInterface,
path: Union[URIStr, FilePathStr],
name: Optional[str] = None,
checksum: bool = True,
max_objects: Optional[int] = None,
) -> Sequence[ArtifactManifestEntry]:
"""Store the file or directory at the given path wi... | python | wandb/sdk/wandb_artifacts.py | 2,028 | 2,063 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,036 | _set_logger | def _set_logger(log_object: logging.Logger) -> None:
"""Configure module logger."""
global logger
logger = log_object | python | wandb/sdk/wandb_init.py | 56 | 59 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,037 | _huggingface_version | def _huggingface_version() -> Optional[str]:
if "transformers" in sys.modules:
trans = wandb.util.get_module("transformers")
if hasattr(trans, "__version__"):
return str(trans.__version__)
return None | python | wandb/sdk/wandb_init.py | 62 | 67 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,038 | _maybe_mp_process | def _maybe_mp_process(backend: Backend) -> bool:
parent_process = getattr(
backend._multiprocessing, "parent_process", None
) # New in version 3.8.
if parent_process:
return parent_process() is not None
process = backend._multiprocessing.current_process()
if process.name == "MainPro... | python | wandb/sdk/wandb_init.py | 70 | 81 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,039 | _handle_launch_config | def _handle_launch_config(settings: "Settings") -> Dict[str, Any]:
launch_run_config: Dict[str, Any] = {}
if not settings.launch:
return launch_run_config
if os.environ.get("WANDB_CONFIG") is not None:
try:
launch_run_config = json.loads(os.environ.get("WANDB_CONFIG", "{}"))
... | python | wandb/sdk/wandb_init.py | 84 | 97 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,040 | __init__ | def __init__(self) -> None:
self.kwargs = None
self.settings: Optional[Settings] = None
self.sweep_config: Dict[str, Any] = {}
self.launch_config: Dict[str, Any] = {}
self.config: Dict[str, Any] = {}
self.run: Optional[Run] = None
self.backend: Optional[Backend] =... | python | wandb/sdk/wandb_init.py | 103 | 120 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,041 | _setup_printer | def _setup_printer(self, settings: Settings) -> None:
if self.printer:
return
self.printer = get_printer(settings._jupyter) | python | wandb/sdk/wandb_init.py | 122 | 125 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,042 | setup | def setup(self, kwargs: Any) -> None: # noqa: C901
"""Complete setup for `wandb.init()`.
This includes parsing all arguments, applying them with settings and enabling logging.
"""
self.kwargs = kwargs
# if the user ran, for example, `wandb.login(`) before `wandb.init()`,
... | python | wandb/sdk/wandb_init.py | 127 | 327 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,043 | teardown | def teardown(self) -> None:
# TODO: currently this is only called on failed wandb.init attempts
# normally this happens on the run object
assert logger
logger.info("tearing down wandb.init")
for hook in self._teardown_hooks:
hook.call() | python | wandb/sdk/wandb_init.py | 329 | 335 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,044 | _split_artifacts_from_config | def _split_artifacts_from_config(
self, config_source: dict, config_target: dict
) -> None:
for k, v in config_source.items():
if _is_artifact_representation(v):
self.init_artifact_config[k] = v
else:
config_target.setdefault(k, v) | python | wandb/sdk/wandb_init.py | 337 | 344 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,045 | _enable_logging | def _enable_logging(self, log_fname: str, run_id: Optional[str] = None) -> None:
"""Enable logging to the global debug log.
This adds a run_id to the log, in case of multiple processes on the same machine.
Currently, there is no way to disable logging after it's enabled.
"""
han... | python | wandb/sdk/wandb_init.py | 346 | 384 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,046 | filter | def filter(self, record: logging.LogRecord) -> bool:
record.run_id = run_id
return True | python | wandb/sdk/wandb_init.py | 356 | 358 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,047 | _safe_symlink | def _safe_symlink(
self, base: str, target: str, name: str, delete: bool = False
) -> None:
# TODO(jhr): do this with relpaths, but i cant figure it out on no sleep
if not hasattr(os, "symlink"):
return
pid = os.getpid()
tmp_name = os.path.join(base, "%s.%d" % (n... | python | wandb/sdk/wandb_init.py | 386 | 406 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,048 | _pause_backend | def _pause_backend(self) -> None:
if self.backend is None:
return None
# Attempt to save the code on every execution
if self.notebook.save_ipynb(): # type: ignore
assert self.run is not None
res = self.run.log_code(root=None)
logger.info("saved c... | python | wandb/sdk/wandb_init.py | 408 | 419 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,049 | _resume_backend | def _resume_backend(self) -> None:
if self.backend is not None and self.backend.interface is not None:
logger.info("resuming backend") # type: ignore
self.backend.interface.publish_resume() | python | wandb/sdk/wandb_init.py | 421 | 424 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,050 | _jupyter_teardown | def _jupyter_teardown(self) -> None:
"""Teardown hooks and display saving, called with wandb.finish."""
assert self.notebook
ipython = self.notebook.shell
self.notebook.save_history()
if self.notebook.save_ipynb():
assert self.run is not None
res = self.ru... | python | wandb/sdk/wandb_init.py | 426 | 444 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,051 | _jupyter_setup | def _jupyter_setup(self, settings: Settings) -> None:
"""Add hooks, and session history saving."""
self.notebook = wandb.jupyter.Notebook(settings)
ipython = self.notebook.shell
# Monkey patch ipython publish to capture displayed outputs
if not hasattr(ipython.display_pub, "_ori... | python | wandb/sdk/wandb_init.py | 446 | 470 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,052 | publish | def publish(data, metadata=None, **kwargs) -> None: # type: ignore
ipython.display_pub._orig_publish(data, metadata=metadata, **kwargs)
assert self.notebook is not None
self.notebook.save_display(
ipython.execution_count, {"data": data, "metadata": metadata}
... | python | wandb/sdk/wandb_init.py | 463 | 468 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,053 | _log_setup | def _log_setup(self, settings: Settings) -> None:
"""Set up logging from settings."""
filesystem.mkdir_exists_ok(os.path.dirname(settings.log_user))
filesystem.mkdir_exists_ok(os.path.dirname(settings.log_internal))
filesystem.mkdir_exists_ok(os.path.dirname(settings.sync_file))
... | python | wandb/sdk/wandb_init.py | 472 | 508 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,054 | _make_run_disabled | def _make_run_disabled(self) -> RunDisabled:
drun = RunDisabled()
drun.config = wandb.wandb_sdk.wandb_config.Config()
drun.config.update(self.sweep_config)
drun.config.update(self.config)
drun.summary = SummaryDisabled()
drun.log = lambda data, *_, **__: drun.summary.upda... | python | wandb/sdk/wandb_init.py | 510 | 536 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,055 | _on_progress_init | def _on_progress_init(self, handle: MailboxProgress) -> None:
assert self.printer
line = "Waiting for wandb.init()...\r"
percent_done = handle.percent_done
self.printer.progress_update(line, percent_done=percent_done) | python | wandb/sdk/wandb_init.py | 538 | 542 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,056 | init | def init(self) -> Union[Run, RunDisabled, None]: # noqa: C901
if logger is None:
raise RuntimeError("Logger not initialized")
logger.info("calling init triggers")
trigger.call("on_init", **self.kwargs) # type: ignore
assert self.settings is not None
assert self._wl... | python | wandb/sdk/wandb_init.py | 544 | 825 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,057 | getcaller | def getcaller() -> None:
if not logger:
return None
src, line, func, stack = logger.findCaller(stack_info=True)
print("Problem at:", src, line, func) | python | wandb/sdk/wandb_init.py | 828 | 832 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,058 | _attach | def _attach(
attach_id: Optional[str] = None,
run_id: Optional[str] = None,
*,
run: Optional["Run"] = None,
) -> Union[Run, RunDisabled, None]:
"""Attach to a run currently executing in another process/thread.
Arguments:
attach_id: (str, optional) The id of the run or an attach identifi... | python | wandb/sdk/wandb_init.py | 835 | 910 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,059 | init | def init(
job_type: Optional[str] = None,
dir: Union[str, pathlib.Path, None] = None,
config: Union[Dict, str, None] = None,
project: Optional[str] = None,
entity: Optional[str] = None,
reinit: Optional[bool] = None,
tags: Optional[Sequence] = None,
group: Optional[str] = None,
name:... | python | wandb/sdk/wandb_init.py | 913 | 1,184 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,060 | parse_config | 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_from_config_file(params, must_exist=True)
params = _to_dict(params)
if include:
... | python | wandb/sdk/wandb_helper.py | 9 | 19 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,061 | _to_dict | def _to_dict(params):
if isinstance(params, dict):
return params
# Handle some cases where params is not a dictionary
# by trying to convert it into a dictionary
meta = inspect.getmodule(params)
if meta:
is_tf_flags_module = (
isinstance(params, types.ModuleType)
... | python | wandb/sdk/wandb_helper.py | 22 | 54 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,062 | get_args | def get_args(obj: Any) -> Optional[Any]:
return obj.__args__ if hasattr(obj, "__args__") else None | python | wandb/sdk/wandb_settings.py | 55 | 56 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,063 | get_origin | def get_origin(obj: Any) -> Optional[Any]:
return obj.__origin__ if hasattr(obj, "__origin__") else None | python | wandb/sdk/wandb_settings.py | 58 | 59 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,064 | get_type_hints | def get_type_hints(obj: Any) -> Dict[str, Any]:
return dict(obj.__annotations__) if hasattr(obj, "__annotations__") else dict() | python | wandb/sdk/wandb_settings.py | 61 | 62 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,065 | _get_wandb_dir | def _get_wandb_dir(root_dir: str) -> str:
"""Get the full path to the wandb directory.
The setting exposed to users as `dir=` or `WANDB_DIR` is the `root_dir`.
We add the `__stage_dir__` to it to get the full `wandb_dir`
"""
# We use the hidden version if it already exists, otherwise non-hidden.
... | python | wandb/sdk/wandb_settings.py | 65 | 85 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,066 | _str_as_bool | def _str_as_bool(val: Union[str, bool]) -> bool:
"""Parse a string as a bool."""
if isinstance(val, bool):
return val
try:
ret_val = bool(strtobool(str(val)))
return ret_val
except (AttributeError, ValueError):
pass
# todo: remove this and only raise error once we ar... | python | wandb/sdk/wandb_settings.py | 89 | 104 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,067 | _str_as_dict | def _str_as_dict(val: Union[str, Dict[str, Any]]) -> Dict[str, Any]:
"""Parse a string as a dict."""
if isinstance(val, dict):
return val
try:
return dict(json.loads(val))
except (AttributeError, ValueError):
pass
# todo: remove this and only raise error once we are confiden... | python | wandb/sdk/wandb_settings.py | 107 | 121 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,068 | _str_as_tuple | def _str_as_tuple(val: Union[str, Sequence[str]]) -> Tuple[str, ...]:
"""Parse a (potentially comma-separated) string as a tuple."""
if isinstance(val, str):
return tuple(val.split(","))
return tuple(val) | python | wandb/sdk/wandb_settings.py | 124 | 128 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,069 | _redact_dict | def _redact_dict(
d: Dict[str, Any],
unsafe_keys: Union[Set[str], FrozenSet[str]] = frozenset({"api_key"}),
redact_str: str = "***REDACTED***",
) -> Dict[str, Any]:
"""Redact a dict of unsafe values specified by their key."""
if not d or unsafe_keys.isdisjoint(d):
return d
safe_dict = d.... | python | wandb/sdk/wandb_settings.py | 131 | 141 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,070 | _get_program | def _get_program() -> Optional[str]:
program = os.getenv(wandb.env.PROGRAM)
if program is not None:
return program
try:
import __main__
if __main__.__spec__ is None:
return __main__.__file__
# likely run as `python -m ...`
return f"-m {__main__.__spec__.n... | python | wandb/sdk/wandb_settings.py | 144 | 156 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,071 | _get_program_relpath_from_gitrepo | def _get_program_relpath_from_gitrepo(
program: str, _logger: Optional[_EarlyLogger] = None
) -> Optional[str]:
repo = GitRepo()
root = repo.root
if not root:
root = os.getcwd()
full_path_to_program = os.path.join(
root, os.path.relpath(os.getcwd(), root), program
)
if os.pat... | python | wandb/sdk/wandb_settings.py | 159 | 179 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,072 | __init__ | def __init__( # pylint: disable=unused-argument
self,
name: str,
value: Optional[Any] = None,
preprocessor: Union[Callable, Sequence[Callable], None] = None,
# validators allow programming by contract
validator: Union[Callable, Sequence[Callable], None] = None,
#... | python | wandb/sdk/wandb_settings.py | 241 | 272 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,073 | value | def value(self) -> Any:
"""Apply the runtime modifier(s) (if any) and return the value."""
_value = self._value
if (_value is not None or self._auto_hook) and self._hook is not None:
_hook = [self._hook] if callable(self._hook) else self._hook
for h in _hook:
... | python | wandb/sdk/wandb_settings.py | 275 | 282 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,074 | is_policy | def is_policy(self) -> bool:
return self._is_policy | python | wandb/sdk/wandb_settings.py | 285 | 286 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,075 | source | def source(self) -> int:
return self._source | python | wandb/sdk/wandb_settings.py | 289 | 290 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,076 | _preprocess | def _preprocess(self, value: Any) -> Any:
if value is not None and self._preprocessor is not None:
_preprocessor = (
[self._preprocessor]
if callable(self._preprocessor)
else self._preprocessor
)
for p in _preprocessor:
... | python | wandb/sdk/wandb_settings.py | 292 | 310 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,077 | _validate | def _validate(self, value: Any) -> Any:
self.__failed_validation = False # todo: this is a temporary measure
if value is not None and self._validator is not None:
_validator = (
[self._validator] if callable(self._validator) else self._validator
)
for... | python | wandb/sdk/wandb_settings.py | 312 | 334 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,078 | update | def update(self, value: Any, source: int = Source.OVERRIDE) -> None:
"""Update the value of the property."""
if self.__frozen:
raise TypeError("Property object is frozen")
# - always update value if source == Source.OVERRIDE
# - if not previously overridden:
# - upd... | python | wandb/sdk/wandb_settings.py | 336 | 359 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,079 | __setattr__ | def __setattr__(self, key: str, value: Any) -> None:
if "_Property__frozen" in self.__dict__ and self.__frozen:
raise TypeError(f"Property object {self.name} is frozen")
if key == "value":
raise AttributeError("Use update() to update property value")
self.__dict__[key] = ... | python | wandb/sdk/wandb_settings.py | 361 | 366 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,080 | __str__ | def __str__(self) -> str:
return f"{self.value!r}" if isinstance(self.value, str) else f"{self.value}" | python | wandb/sdk/wandb_settings.py | 368 | 369 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,081 | __repr__ | def __repr__(self) -> str:
return (
f"<Property {self.name}: value={self.value} "
f"_value={self._value} source={self._source} is_policy={self._is_policy}>"
)
# return f"<Property {self.name}: value={self.value}>"
# return self.__dict__.__repr__() | python | wandb/sdk/wandb_settings.py | 371 | 377 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,082 | _default_props | def _default_props(self) -> Dict[str, Dict[str, Any]]:
"""Initialize instance attributes (individual settings) as Property objects.
Helper method that is used in `__init__` together with the class attributes.
Note that key names must be the same as the class attribute names.
"""
... | python | wandb/sdk/wandb_settings.py | 526 | 784 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,083 | _validator_factory | def _validator_factory(hint: Any) -> Callable[[Any], bool]:
"""Return a factory for type validators.
Given a type hint for a setting into a function that type checks the argument.
"""
origin, args = get_origin(hint), get_args(hint)
def helper(x: Any) -> bool:
if ori... | python | wandb/sdk/wandb_settings.py | 788 | 807 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,084 | helper | def helper(x: Any) -> bool:
if origin is None:
return isinstance(x, hint)
elif origin is Union:
return isinstance(x, args) if args is not None else True
else:
return (
isinstance(x, origin) and all(isinstance(y, args... | python | wandb/sdk/wandb_settings.py | 795 | 805 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,085 | _validate_mode | def _validate_mode(value: str) -> bool:
choices: Set[str] = {"dryrun", "run", "offline", "online", "disabled"}
if value not in choices:
raise UsageError(f"Settings field `mode`: {value!r} not in {choices}")
return True | python | wandb/sdk/wandb_settings.py | 810 | 814 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,086 | _validate_project | def _validate_project(value: Optional[str]) -> bool:
invalid_chars_list = list("/\\#?%:")
if value is not None:
if len(value) > 128:
raise UsageError(
f"Invalid project name {value!r}: exceeded 128 characters"
)
invalid_chars = ... | python | wandb/sdk/wandb_settings.py | 817 | 831 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,087 | _validate_start_method | def _validate_start_method(value: str) -> bool:
available_methods = ["thread"]
if hasattr(multiprocessing, "get_all_start_methods"):
available_methods += multiprocessing.get_all_start_methods()
if value not in available_methods:
raise UsageError(
f"Setting... | python | wandb/sdk/wandb_settings.py | 834 | 842 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,088 | _validate_console | def _validate_console(value: str) -> bool:
# choices = {"auto", "redirect", "off", "file", "iowrap", "notebook"}
choices: Set[str] = {
"auto",
"redirect",
"off",
"wrap",
# internal console states
"wrap_emu",
"wrap_raw",
... | python | wandb/sdk/wandb_settings.py | 845 | 860 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,089 | _validate_problem | def _validate_problem(value: str) -> bool:
choices: Set[str] = {"fatal", "warn", "silent"}
if value not in choices:
raise UsageError(f"Settings field `problem`: {value!r} not in {choices}")
return True | python | wandb/sdk/wandb_settings.py | 863 | 867 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,090 | _validate_anonymous | def _validate_anonymous(value: str) -> bool:
choices: Set[str] = {"allow", "must", "never", "false", "true"}
if value not in choices:
raise UsageError(f"Settings field `anonymous`: {value!r} not in {choices}")
return True | python | wandb/sdk/wandb_settings.py | 870 | 874 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,091 | _validate_run_id | def _validate_run_id(value: str) -> bool:
# if len(value) > len(value.strip()):
# raise UsageError("Run ID cannot start or end with whitespace")
return bool(value.strip()) | python | wandb/sdk/wandb_settings.py | 877 | 880 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,092 | _validate_api_key | def _validate_api_key(value: str) -> bool:
if len(value) > len(value.strip()):
raise UsageError("API key cannot start or end with whitespace")
# todo: move this check to the post-init validation step
# if value.startswith("local") and not self.is_local:
# raise UsageErro... | python | wandb/sdk/wandb_settings.py | 883 | 894 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,093 | _validate_base_url | def _validate_base_url(value: Optional[str]) -> bool:
"""Validate the base url of the wandb server.
param value: URL to validate
Based on the Django URLValidator, but with a few additional checks.
Copyright (c) Django Software Foundation and individual contributors.
All rights... | python | wandb/sdk/wandb_settings.py | 897 | 996 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,094 | _validate__service_wait | def _validate__service_wait(value: float) -> bool:
if value <= 0:
raise UsageError("_service_wait must be a positive number")
return True | python | wandb/sdk/wandb_settings.py | 999 | 1,002 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,095 | _validate__stats_sample_rate_seconds | def _validate__stats_sample_rate_seconds(value: float) -> bool:
if value < 0.1:
raise UsageError("_stats_sample_rate_seconds must be >= 0.1")
return True | python | wandb/sdk/wandb_settings.py | 1,005 | 1,008 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,096 | _validate__stats_samples_to_average | def _validate__stats_samples_to_average(value: int) -> bool:
if value < 1 or value > 30:
raise UsageError("_stats_samples_to_average must be between 1 and 30")
return True | python | wandb/sdk/wandb_settings.py | 1,011 | 1,014 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,097 | _validate__async_upload_concurrency_limit | def _validate__async_upload_concurrency_limit(value: int) -> bool:
if value <= 0:
raise UsageError("_async_upload_concurrency_limit must be positive")
try:
import resource # not always available on Windows
file_limit = resource.getrlimit(resource.RLIMIT_NOFILE)[0]
... | python | wandb/sdk/wandb_settings.py | 1,017 | 1,043 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,098 | _path_convert | def _path_convert(*args: str) -> str:
"""Join path and apply os.path.expanduser to it."""
return os.path.expanduser(os.path.join(*args)) | python | wandb/sdk/wandb_settings.py | 1,047 | 1,049 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,099 | _convert_console | def _convert_console(self) -> SettingsConsole:
convert_dict: Dict[str, SettingsConsole] = dict(
off=SettingsConsole.OFF,
wrap=SettingsConsole.WRAP,
wrap_raw=SettingsConsole.WRAP_RAW,
wrap_emu=SettingsConsole.WRAP_EMU,
redirect=SettingsConsole.REDIRECT,... | python | wandb/sdk/wandb_settings.py | 1,051 | 1,071 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,100 | _get_url_query_string | def _get_url_query_string(self) -> str:
# TODO(settings) use `wandb_setting` (if self.anonymous != "true":)
if Api().settings().get("anonymous") != "true":
return ""
api_key = apikey.api_key(settings=self)
return f"?{urlencode({'apiKey': api_key})}" | python | wandb/sdk/wandb_settings.py | 1,073 | 1,080 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
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