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 |
|---|---|---|---|---|---|---|---|
3,701 | _load_dir_from_artifact | def _load_dir_from_artifact(source_artifact: "PublicArtifact", path: str) -> str:
dl_path = None
# Look through the entire manifest to find all of the files in the directory.
# Construct the directory path by inspecting the target download location.
for p, _ in source_artifact.manifest.entries.items():... | python | wandb/sdk/data_types/saved_model.py | 53 | 67 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,702 | __init__ | def __init__(
self, obj_or_path: Union[SavedModelObjType, str], **kwargs: Any
) -> None:
super().__init__()
if self.__class__ == _SavedModel:
raise TypeError(
"Cannot instantiate abstract SavedModel class - please use SavedModel.init(...) instead."
)
... | python | wandb/sdk/data_types/saved_model.py | 87 | 115 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,703 | init | def init(obj_or_path: Any, **kwargs: Any) -> "_SavedModel":
maybe_instance = _SavedModel._maybe_init(obj_or_path, **kwargs)
if maybe_instance is None:
raise ValueError(
f"No suitable SavedModel subclass constructor found for obj_or_path: {obj_or_path}"
)
r... | python | wandb/sdk/data_types/saved_model.py | 118 | 124 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,704 | from_json | def from_json(
cls: Type["_SavedModel"], json_obj: dict, source_artifact: "PublicArtifact"
) -> "_SavedModel":
path = json_obj["path"]
# First, if the entry is a file, the download it.
entry = source_artifact.manifest.entries.get(path)
if entry is not None:
dl_pa... | python | wandb/sdk/data_types/saved_model.py | 127 | 144 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,705 | to_json | def to_json(self, run_or_artifact: Union["LocalRun", "LocalArtifact"]) -> dict:
# Unlike other data types, we do not allow adding to a Run directly. There is a
# bit of tech debt in the other data types which requires the input to `to_json`
# to accept a Run or Artifact. However, Run additions s... | python | wandb/sdk/data_types/saved_model.py | 146 | 183 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,706 | model_obj | def model_obj(self) -> SavedModelObjType:
"""Return the model object."""
if self._model_obj is None:
assert self._path is not None, "Cannot load model object without path"
self._set_obj(self._deserialize(self._path))
assert self._model_obj is not None, "Model object is N... | python | wandb/sdk/data_types/saved_model.py | 185 | 192 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,707 | _deserialize | def _deserialize(path: str) -> SavedModelObjType:
"""Return the model object from a path. Allowed to throw errors."""
raise NotImplementedError | python | wandb/sdk/data_types/saved_model.py | 196 | 198 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,708 | _validate_obj | def _validate_obj(obj: Any) -> bool:
"""Validate the model object. Allowed to throw errors."""
raise NotImplementedError | python | wandb/sdk/data_types/saved_model.py | 201 | 203 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,709 | _serialize | def _serialize(obj: SavedModelObjType, dir_or_file_path: str) -> None:
"""Save the model to disk.
The method will receive a directory path which all files needed for
deserialization should be saved. A directory will always be passed if
_path_extension is an empty string, else a single f... | python | wandb/sdk/data_types/saved_model.py | 206 | 214 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,710 | _maybe_init | def _maybe_init(
cls: Type["_SavedModel"], obj_or_path: Any, **kwargs: Any
) -> Optional["_SavedModel"]:
# _maybe_init is an exception-safe method that will return an instance of this class
# (or any subclass of this class - recursively) OR None if no subclass constructor is found.
#... | python | wandb/sdk/data_types/saved_model.py | 218 | 240 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,711 | _tmp_path | def _tmp_path(cls: Type["_SavedModel"]) -> str:
# Generates a tmp path under our MEDIA_TMP directory which confirms to the file
# or folder preferences of the class.
assert isinstance(cls._path_extension, str), "_path_extension must be a string"
tmp_path = os.path.abspath(os.path.join(ME... | python | wandb/sdk/data_types/saved_model.py | 243 | 250 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,712 | _copy_to_disk | def _copy_to_disk(self) -> None:
# Creates a temporary path and writes a fresh copy of the
# model to disk - updating the _path appropriately.
tmp_path = self._tmp_path()
self._dump(tmp_path)
self._path = tmp_path | python | wandb/sdk/data_types/saved_model.py | 253 | 258 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,713 | _unset_obj | def _unset_obj(self) -> None:
assert self._path is not None, "Cannot unset object if path is None"
self._model_obj = None | python | wandb/sdk/data_types/saved_model.py | 260 | 262 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,714 | _set_obj | def _set_obj(self, model_obj: Any) -> None:
assert model_obj is not None and self._validate_obj(
model_obj
), f"Invalid model object {model_obj}"
self._model_obj = model_obj | python | wandb/sdk/data_types/saved_model.py | 264 | 268 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,715 | _dump | def _dump(self, target_path: str) -> None:
assert self._model_obj is not None, "Cannot dump if model object is None"
self._serialize(self._model_obj, target_path) | python | wandb/sdk/data_types/saved_model.py | 270 | 272 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,716 | _get_cloudpickle | def _get_cloudpickle() -> "cloudpickle":
return cast(
"cloudpickle",
util.get_module("cloudpickle", "ModelAdapter requires `cloudpickle`"),
) | python | wandb/sdk/data_types/saved_model.py | 275 | 279 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,717 | __init__ | def __init__(
self,
obj_or_path: Union[SavedModelObjType, str],
dep_py_files: Optional[List[str]] = None,
):
super().__init__(obj_or_path)
if self.__class__ == _PicklingSavedModel:
raise TypeError(
"Cannot instantiate abstract _PicklingSavedModel c... | python | wandb/sdk/data_types/saved_model.py | 291 | 318 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,718 | from_json | def from_json(
cls: Type["_SavedModel"], json_obj: dict, source_artifact: "PublicArtifact"
) -> "_PicklingSavedModel":
backup_path = [p for p in sys.path]
if (
"dep_py_files_path" in json_obj
and json_obj["dep_py_files_path"] is not None
):
dl_path... | python | wandb/sdk/data_types/saved_model.py | 321 | 337 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,719 | to_json | def to_json(self, run_or_artifact: Union["LocalRun", "LocalArtifact"]) -> dict:
json_obj = super().to_json(run_or_artifact)
assert isinstance(run_or_artifact, wandb.wandb_sdk.wandb_artifacts.Artifact)
if self._dep_py_files_path is not None:
json_obj["dep_py_files_path"] = _add_determ... | python | wandb/sdk/data_types/saved_model.py | 339 | 348 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,720 | _get_torch | def _get_torch() -> "torch":
return cast(
"torch",
util.get_module("torch", "ModelAdapter requires `torch`"),
) | python | wandb/sdk/data_types/saved_model.py | 351 | 355 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,721 | _deserialize | def _deserialize(dir_or_file_path: str) -> "torch.nn.Module":
return _get_torch().load(dir_or_file_path) | python | wandb/sdk/data_types/saved_model.py | 363 | 364 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,722 | _validate_obj | def _validate_obj(obj: Any) -> bool:
return isinstance(obj, _get_torch().nn.Module) | python | wandb/sdk/data_types/saved_model.py | 367 | 368 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,723 | _serialize | def _serialize(model_obj: "torch.nn.Module", dir_or_file_path: str) -> None:
_get_torch().save(
model_obj,
dir_or_file_path,
pickle_module=_get_cloudpickle(),
) | python | wandb/sdk/data_types/saved_model.py | 371 | 376 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,724 | _get_sklearn | def _get_sklearn() -> "sklearn":
return cast(
"sklearn",
util.get_module("sklearn", "ModelAdapter requires `sklearn`"),
) | python | wandb/sdk/data_types/saved_model.py | 379 | 383 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,725 | _deserialize | def _deserialize(
dir_or_file_path: str,
) -> "sklearn.base.BaseEstimator":
with open(dir_or_file_path, "rb") as file:
model = _get_cloudpickle().load(file)
return model | python | wandb/sdk/data_types/saved_model.py | 391 | 396 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,726 | _validate_obj | def _validate_obj(obj: Any) -> bool:
dynamic_sklearn = _get_sklearn()
return cast(
bool,
(
dynamic_sklearn.base.is_classifier(obj)
or dynamic_sklearn.base.is_outlier_detector(obj)
or dynamic_sklearn.base.is_regressor(obj)
... | python | wandb/sdk/data_types/saved_model.py | 399 | 408 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,727 | _serialize | def _serialize(
model_obj: "sklearn.base.BaseEstimator", dir_or_file_path: str
) -> None:
dynamic_cloudpickle = _get_cloudpickle()
with open(dir_or_file_path, "wb") as file:
dynamic_cloudpickle.dump(model_obj, file) | python | wandb/sdk/data_types/saved_model.py | 411 | 416 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,728 | _get_tf_keras | def _get_tf_keras() -> "tensorflow.keras":
return cast(
"tensorflow",
util.get_module("tensorflow", "ModelAdapter requires `tensorflow`"),
).keras | python | wandb/sdk/data_types/saved_model.py | 419 | 423 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,729 | _deserialize | def _deserialize(
dir_or_file_path: str,
) -> "tensorflow.keras.Model":
return _get_tf_keras().models.load_model(dir_or_file_path) | python | wandb/sdk/data_types/saved_model.py | 431 | 434 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,730 | _validate_obj | def _validate_obj(obj: Any) -> bool:
return isinstance(obj, _get_tf_keras().models.Model) | python | wandb/sdk/data_types/saved_model.py | 437 | 438 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,731 | _serialize | def _serialize(model_obj: "tensorflow.keras.Model", dir_or_file_path: str) -> None:
_get_tf_keras().models.save_model(
model_obj, dir_or_file_path, include_optimizer=True
) | python | wandb/sdk/data_types/saved_model.py | 441 | 444 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,732 | make_plot_media | def make_plot_media(
cls: Type["Plotly"], val: Union["plotly.Figure", "matplotlib.artist.Artist"]
) -> Union[Image, "Plotly"]:
if util.is_matplotlib_typename(util.get_full_typename(val)):
if util.matplotlib_contains_images(val):
return Image(val)
val = util.ma... | python | wandb/sdk/data_types/plotly.py | 42 | 49 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,733 | __init__ | def __init__(self, val: Union["plotly.Figure", "matplotlib.artist.Artist"]):
super().__init__()
# First, check to see if the incoming `val` object is a plotfly figure
if not util.is_plotly_figure_typename(util.get_full_typename(val)):
# If it is not, but it is a matplotlib figure, th... | python | wandb/sdk/data_types/plotly.py | 51 | 72 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,734 | get_media_subdir | def get_media_subdir(cls: Type["Plotly"]) -> str:
return os.path.join("media", "plotly") | python | wandb/sdk/data_types/plotly.py | 75 | 76 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,735 | to_json | def to_json(self, run_or_artifact: Union["LocalRun", "LocalArtifact"]) -> dict:
json_dict = super().to_json(run_or_artifact)
json_dict["_type"] = self._log_type
return json_dict | python | wandb/sdk/data_types/plotly.py | 78 | 81 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,736 | write_gif_with_image_io | def write_gif_with_image_io(
clip: Any, filename: str, fps: Optional[int] = None
) -> None:
imageio = util.get_module(
"imageio",
required='wandb.Video requires imageio when passing raw data. Install with "pip install imageio"',
)
writer = imageio.save(
filename, duration=1.0 / ... | python | wandb/sdk/data_types/video.py | 31 | 46 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,737 | __init__ | def __init__(
self,
data_or_path: Union["np.ndarray", str, "TextIO", "BytesIO"],
caption: Optional[str] = None,
fps: int = 4,
format: Optional[str] = None,
):
super().__init__()
self._fps = fps
self._format = format or "gif"
self._width = None... | python | wandb/sdk/data_types/video.py | 84 | 127 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,738 | encode | def encode(self) -> None:
mpy = util.get_module(
"moviepy.editor",
required='wandb.Video requires moviepy and imageio when passing raw data. Install with "pip install moviepy imageio"',
)
tensor = self._prepare_video(self.data)
_, self._height, self._width, self.... | python | wandb/sdk/data_types/video.py | 129 | 166 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,739 | get_media_subdir | def get_media_subdir(cls: Type["Video"]) -> str:
return os.path.join("media", "videos") | python | wandb/sdk/data_types/video.py | 169 | 170 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,740 | to_json | def to_json(self, run_or_artifact: Union["LocalRun", "LocalArtifact"]) -> dict:
json_dict = super().to_json(run_or_artifact)
json_dict["_type"] = self._log_type
if self._width is not None:
json_dict["width"] = self._width
if self._height is not None:
json_dict["h... | python | wandb/sdk/data_types/video.py | 172 | 183 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,741 | _prepare_video | def _prepare_video(self, video: "np.ndarray") -> "np.ndarray":
"""This logic was mostly taken from tensorboardX."""
np = util.get_module(
"numpy",
required='wandb.Video requires numpy when passing raw data. To get it, run "pip install numpy".',
)
if video.ndim < 4... | python | wandb/sdk/data_types/video.py | 185 | 219 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,742 | is_power2 | def is_power2(num: int) -> bool:
return num != 0 and ((num & (num - 1)) == 0) | python | wandb/sdk/data_types/video.py | 203 | 204 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,743 | seq_to_json | def seq_to_json(
cls: Type["Video"],
seq: Sequence["BatchableMedia"],
run: "LocalRun",
key: str,
step: Union[int, str],
) -> dict:
base_path = os.path.join(run.dir, cls.get_media_subdir())
filesystem.mkdir_exists_ok(base_path)
meta = {
"_t... | python | wandb/sdk/data_types/video.py | 222 | 238 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,744 | _server_accepts_image_filenames | def _server_accepts_image_filenames() -> bool:
if util._is_offline():
return True
# Newer versions of wandb accept large image filenames arrays
# but older versions would have issues with this.
max_cli_version = util._get_max_cli_version()
if max_cli_version is None:
return False
... | python | wandb/sdk/data_types/image.py | 36 | 50 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,745 | _server_accepts_artifact_path | def _server_accepts_artifact_path() -> bool:
from pkg_resources import parse_version
target_version = "0.12.14"
max_cli_version = util._get_max_cli_version() if not util._is_offline() else None
accepts_artifact_path: bool = max_cli_version is not None and parse_version(
target_version
) <= ... | python | wandb/sdk/data_types/image.py | 53 | 61 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,746 | __init__ | def __init__(
self,
data_or_path: "ImageDataOrPathType",
mode: Optional[str] = None,
caption: Optional[str] = None,
grouping: Optional[int] = None,
classes: Optional[Union["Classes", Sequence[dict]]] = None,
boxes: Optional[Union[Dict[str, "BoundingBoxes2D"], Dict... | python | wandb/sdk/data_types/image.py | 128 | 163 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,747 | _set_initialization_meta | def _set_initialization_meta(
self,
grouping: Optional[int] = None,
caption: Optional[str] = None,
classes: Optional[Union["Classes", Sequence[dict]]] = None,
boxes: Optional[Union[Dict[str, "BoundingBoxes2D"], Dict[str, dict]]] = None,
masks: Optional[Union[Dict[str, "Im... | python | wandb/sdk/data_types/image.py | 165 | 227 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,748 | _initialize_from_wbimage | def _initialize_from_wbimage(self, wbimage: "Image") -> None:
self._grouping = wbimage._grouping
self._caption = wbimage._caption
self._width = wbimage._width
self._height = wbimage._height
self._image = wbimage._image
self._classes = wbimage._classes
self._path =... | python | wandb/sdk/data_types/image.py | 229 | 247 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,749 | _initialize_from_path | def _initialize_from_path(self, path: str) -> None:
pil_image = util.get_module(
"PIL.Image",
required='wandb.Image needs the PIL package. To get it, run "pip install pillow".',
)
self._set_file(path, is_tmp=False)
self._image = pil_image.open(path)
assert... | python | wandb/sdk/data_types/image.py | 249 | 259 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,750 | _initialize_from_reference | def _initialize_from_reference(self, path: str) -> None:
self._path = path
self._is_tmp = False
self._sha256 = hashlib.sha256(path.encode("utf-8")).hexdigest()
path = parse.urlparse(path).path
ext = path.split("/")[-1].split(".")[-1]
self.format = ext | python | wandb/sdk/data_types/image.py | 261 | 267 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,751 | _initialize_from_data | def _initialize_from_data(
self,
data: "ImageDataType",
mode: Optional[str] = None,
) -> None:
pil_image = util.get_module(
"PIL.Image",
required='wandb.Image needs the PIL package. To get it, run "pip install pillow".',
)
if util.is_matplotlib... | python | wandb/sdk/data_types/image.py | 269 | 307 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,752 | from_json | def from_json(
cls: Type["Image"], json_obj: dict, source_artifact: "PublicArtifact"
) -> "Image":
classes = None
if json_obj.get("classes") is not None:
classes = source_artifact.get(json_obj["classes"]["path"])
masks = json_obj.get("masks")
_masks: Optional[Dic... | python | wandb/sdk/data_types/image.py | 310 | 341 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,753 | get_media_subdir | def get_media_subdir(cls: Type["Image"]) -> str:
return os.path.join("media", "images") | python | wandb/sdk/data_types/image.py | 344 | 345 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,754 | bind_to_run | def bind_to_run(
self,
run: "LocalRun",
key: Union[int, str],
step: Union[int, str],
id_: Optional[Union[int, str]] = None,
ignore_copy_err: Optional[bool] = None,
) -> None:
# For Images, we are going to avoid copying the image file to the run.
# We s... | python | wandb/sdk/data_types/image.py | 347 | 386 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,755 | to_json | def to_json(self, run_or_artifact: Union["LocalRun", "LocalArtifact"]) -> dict:
json_dict = super().to_json(run_or_artifact)
json_dict["_type"] = Image._log_type
json_dict["format"] = self.format
if self._width is not None:
json_dict["width"] = self._width
if self._h... | python | wandb/sdk/data_types/image.py | 388 | 438 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,756 | guess_mode | def guess_mode(self, data: "np.ndarray") -> str:
"""Guess what type of image the np.array is representing."""
# TODO: do we want to support dimensions being at the beginning of the array?
if data.ndim == 2:
return "L"
elif data.shape[-1] == 3:
return "RGB"
... | python | wandb/sdk/data_types/image.py | 440 | 452 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,757 | to_uint8 | def to_uint8(cls, data: "np.ndarray") -> "np.ndarray":
"""Convert image data to uint8.
Convert floating point image on the range [0,1] and integer images on the range
[0,255] to uint8, clipping if necessary.
"""
np = util.get_module(
"numpy",
required="wa... | python | wandb/sdk/data_types/image.py | 455 | 477 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,758 | seq_to_json | def seq_to_json(
cls: Type["Image"],
seq: Sequence["BatchableMedia"],
run: "LocalRun",
key: str,
step: Union[int, str],
) -> dict:
"""Combine a list of images into a meta dictionary object describing the child images."""
if TYPE_CHECKING:
seq = cas... | python | wandb/sdk/data_types/image.py | 480 | 551 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,759 | size_equals_image | def size_equals_image(image: "Image") -> bool:
img_width, img_height = image.image.size # type: ignore
return img_width == width and img_height == height | python | wandb/sdk/data_types/image.py | 508 | 510 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,760 | all_masks | def all_masks(
cls: Type["Image"],
images: Sequence["Image"],
run: "LocalRun",
run_key: str,
step: Union[int, str],
) -> Union[List[Optional[dict]], bool]:
all_mask_groups: List[Optional[dict]] = []
for image in images:
if image._masks:
... | python | wandb/sdk/data_types/image.py | 554 | 574 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,761 | all_boxes | def all_boxes(
cls: Type["Image"],
images: Sequence["Image"],
run: "LocalRun",
run_key: str,
step: Union[int, str],
) -> Union[List[Optional[dict]], bool]:
all_box_groups: List[Optional[dict]] = []
for image in images:
if image._boxes:
... | python | wandb/sdk/data_types/image.py | 577 | 597 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,762 | all_captions | def all_captions(
cls: Type["Image"], images: Sequence["Media"]
) -> Union[bool, Sequence[Optional[str]]]:
return cls.captions(images) | python | wandb/sdk/data_types/image.py | 600 | 603 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,763 | __ne__ | def __ne__(self, other: object) -> bool:
return not self.__eq__(other) | python | wandb/sdk/data_types/image.py | 605 | 606 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,764 | __eq__ | def __eq__(self, other: object) -> bool:
if not isinstance(other, Image):
return False
else:
if self.path_is_reference(self._path) and self.path_is_reference(
other._path
):
return self._path == other._path
self_image = self... | python | wandb/sdk/data_types/image.py | 608 | 630 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,765 | to_data_array | def to_data_array(self) -> List[Any]:
res = []
if self.image is not None:
data = list(self.image.getdata())
for i in range(self.image.height):
res.append(data[i * self.image.width : (i + 1) * self.image.width])
self._free_ram()
return res | python | wandb/sdk/data_types/image.py | 632 | 639 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,766 | _free_ram | def _free_ram(self) -> None:
if self._path is not None:
self._image = None | python | wandb/sdk/data_types/image.py | 641 | 643 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,767 | image | def image(self) -> Optional["PILImage"]:
if self._image is None:
if self._path is not None and not self.path_is_reference(self._path):
pil_image = util.get_module(
"PIL.Image",
required='wandb.Image needs the PIL package. To get it, run "pip in... | python | wandb/sdk/data_types/image.py | 646 | 655 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,768 | _wb_filename | def _wb_filename(
key: Union[str, int], step: Union[str, int], id: Union[str, int], extension: str
) -> str:
return f"{str(key)}_{str(step)}_{str(id)}{extension}" | python | wandb/sdk/data_types/base_types/media.py | 27 | 30 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,769 | __init__ | def __init__(self, caption: Optional[str] = None) -> None:
super().__init__()
self._path = None
# The run under which this object is bound, if any.
self._run = None
self._caption = caption | python | wandb/sdk/data_types/base_types/media.py | 48 | 53 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,770 | _set_file | def _set_file(
self, path: str, is_tmp: bool = False, extension: Optional[str] = None
) -> None:
self._path = path
self._is_tmp = is_tmp
self._extension = extension
assert extension is None or path.endswith(
extension
), 'Media file extension "{}" must occ... | python | wandb/sdk/data_types/base_types/media.py | 55 | 69 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,771 | get_media_subdir | def get_media_subdir(cls: Type["Media"]) -> str:
raise NotImplementedError | python | wandb/sdk/data_types/base_types/media.py | 72 | 73 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,772 | captions | def captions(
media_items: Sequence["Media"],
) -> Union[bool, Sequence[Optional[str]]]:
if media_items[0]._caption is not None:
return [m._caption for m in media_items]
else:
return False | python | wandb/sdk/data_types/base_types/media.py | 76 | 82 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,773 | is_bound | def is_bound(self) -> bool:
return self._run is not None | python | wandb/sdk/data_types/base_types/media.py | 84 | 85 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,774 | file_is_set | def file_is_set(self) -> bool:
return self._path is not None and self._sha256 is not None | python | wandb/sdk/data_types/base_types/media.py | 87 | 88 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,775 | bind_to_run | def bind_to_run(
self,
run: "LocalRun",
key: Union[int, str],
step: Union[int, str],
id_: Optional[Union[int, str]] = None,
ignore_copy_err: Optional[bool] = None,
) -> None:
"""Bind this object to a particular Run.
Calling this function is necessary ... | python | wandb/sdk/data_types/base_types/media.py | 90 | 144 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,776 | to_json | def to_json(self, run: Union["LocalRun", "LocalArtifact"]) -> dict:
"""Serialize the object into a JSON blob.
Uses run or artifact to store additional data. If `run_or_artifact` is a
wandb.Run then `self.bind_to_run()` must have been previously been called.
Args:
run_or_art... | python | wandb/sdk/data_types/base_types/media.py | 146 | 252 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,777 | from_json | def from_json(
cls: Type["Media"], json_obj: dict, source_artifact: "PublicArtifact"
) -> "Media":
"""Likely will need to override for any more complicated media objects."""
return cls(source_artifact.get_path(json_obj["path"]).download()) | python | wandb/sdk/data_types/base_types/media.py | 255 | 259 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,778 | __eq__ | def __eq__(self, other: object) -> bool:
"""Likely will need to override for any more complicated media objects."""
return (
isinstance(other, self.__class__)
and hasattr(self, "_sha256")
and hasattr(other, "_sha256")
and self._sha256 == other._sha256
... | python | wandb/sdk/data_types/base_types/media.py | 261 | 268 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,779 | path_is_reference | def path_is_reference(path: Optional[str]) -> bool:
return bool(path and re.match(r"^(gs|s3|https?)://", path)) | python | wandb/sdk/data_types/base_types/media.py | 271 | 272 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,780 | __init__ | def __init__(self) -> None:
super().__init__() | python | wandb/sdk/data_types/base_types/media.py | 282 | 283 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,781 | seq_to_json | def seq_to_json(
cls: Type["BatchableMedia"],
seq: Sequence["BatchableMedia"],
run: "LocalRun",
key: str,
step: Union[int, str],
) -> dict:
raise NotImplementedError | python | wandb/sdk/data_types/base_types/media.py | 286 | 293 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,782 | _numpy_arrays_to_lists | def _numpy_arrays_to_lists(
payload: Union[dict, Sequence, "np.ndarray"]
) -> Union[Sequence, dict, str, int, float, bool]:
# Casts all numpy arrays to lists so we don't convert them to histograms, primarily for Plotly
if isinstance(payload, dict):
res = {}
for key, val in payload.items():
... | python | wandb/sdk/data_types/base_types/media.py | 296 | 318 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,783 | __init__ | def __init__(self, val: dict) -> None:
super().__init__()
self.validate(val)
self._val = val
ext = "." + self.type_name() + ".json"
tmp_path = os.path.join(MEDIA_TMP.name, runid.generate_id() + ext)
with codecs.open(tmp_path, "w", encoding="utf-8") as fp:
ut... | python | wandb/sdk/data_types/base_types/json_metadata.py | 26 | 36 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,784 | get_media_subdir | def get_media_subdir(cls: Type["JSONMetadata"]) -> str:
return os.path.join("media", "metadata", cls.type_name()) | python | wandb/sdk/data_types/base_types/json_metadata.py | 39 | 40 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,785 | to_json | def to_json(self, run_or_artifact: Union["LocalRun", "LocalArtifact"]) -> dict:
json_dict = super().to_json(run_or_artifact)
json_dict["_type"] = self.type_name()
return json_dict | python | wandb/sdk/data_types/base_types/json_metadata.py | 42 | 46 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,786 | type_name | def type_name(cls) -> str:
return "metadata" | python | wandb/sdk/data_types/base_types/json_metadata.py | 50 | 51 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,787 | validate | def validate(self, val: dict) -> bool:
return True | python | wandb/sdk/data_types/base_types/json_metadata.py | 53 | 54 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,788 | _server_accepts_client_ids | def _server_accepts_client_ids() -> bool:
from pkg_resources import parse_version
# First, if we are offline, assume the backend server cannot
# accept client IDs. Unfortunately, this is the best we can do
# until we are sure that all local versions are > "0.11.0" max_cli_version.
# The practical i... | python | wandb/sdk/data_types/base_types/wb_value.py | 14 | 35 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,789 | __init__ | def __init__(self, artifact: "PublicArtifact", name: Optional[str] = None) -> None:
self.artifact = artifact
self.name = name | python | wandb/sdk/data_types/base_types/wb_value.py | 42 | 44 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,790 | __init__ | def __init__(self, artifact: "LocalArtifact", name: Optional[str] = None) -> None:
self.artifact = artifact
self.name = name | python | wandb/sdk/data_types/base_types/wb_value.py | 51 | 53 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,791 | __init__ | def __init__(self) -> None:
self._artifact_source = None
self._artifact_target = None | python | wandb/sdk/data_types/base_types/wb_value.py | 72 | 74 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,792 | to_json | def to_json(self, run_or_artifact: Union["LocalRun", "LocalArtifact"]) -> dict:
"""Serialize the object into a JSON blob.
Uses current run or artifact to store additional data.
Args:
run_or_artifact (wandb.Run | wandb.Artifact): the Run or Artifact for which
this ob... | python | wandb/sdk/data_types/base_types/wb_value.py | 76 | 89 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,793 | from_json | def from_json(
cls: Type["WBValue"], json_obj: dict, source_artifact: "PublicArtifact"
) -> "WBValue":
"""Deserialize a `json_obj` into it's class representation.
If additional resources were stored in the `run_or_artifact` artifact during the
`to_json` call, then those resources sh... | python | wandb/sdk/data_types/base_types/wb_value.py | 92 | 105 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,794 | with_suffix | def with_suffix(cls: Type["WBValue"], name: str, filetype: str = "json") -> str:
"""Get the name with the appropriate suffix.
Args:
name (str): the name of the file
filetype (str, optional): the filetype to use. Defaults to "json".
Returns:
str: a filename w... | python | wandb/sdk/data_types/base_types/wb_value.py | 108 | 125 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,795 | init_from_json | def init_from_json(
json_obj: dict, source_artifact: "PublicArtifact"
) -> Optional["WBValue"]:
"""Initialize a `WBValue` from a JSON blob based on the class that creatd it.
Looks through all subclasses and tries to match the json obj with the class
which created it. It will then ca... | python | wandb/sdk/data_types/base_types/wb_value.py | 128 | 155 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,796 | type_mapping | def type_mapping() -> "TypeMappingType":
"""Return a map from `_log_type` to subclass. Used to lookup correct types for deserialization.
Returns:
dict: dictionary of str:class
"""
if WBValue._type_mapping is None:
WBValue._type_mapping = {}
frontier =... | python | wandb/sdk/data_types/base_types/wb_value.py | 158 | 176 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,797 | __eq__ | def __eq__(self, other: object) -> bool:
return id(self) == id(other) | python | wandb/sdk/data_types/base_types/wb_value.py | 178 | 179 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,798 | __ne__ | def __ne__(self, other: object) -> bool:
return not self.__eq__(other) | python | wandb/sdk/data_types/base_types/wb_value.py | 181 | 182 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,799 | to_data_array | def to_data_array(self) -> List[Any]:
"""Convert the object to a list of primitives representing the underlying data."""
raise NotImplementedError | python | wandb/sdk/data_types/base_types/wb_value.py | 184 | 186 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,800 | _set_artifact_source | def _set_artifact_source(
self, artifact: "PublicArtifact", name: Optional[str] = None
) -> None:
assert (
self._artifact_source is None
), "Cannot update artifact_source. Existing source: {}/{}".format(
self._artifact_source.artifact, self._artifact_source.name
... | python | wandb/sdk/data_types/base_types/wb_value.py | 188 | 196 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
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