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 |
|---|---|---|---|---|---|---|---|
1,001 | _parse_entity_project_item | def _parse_entity_project_item(path: str) -> tuple:
"""Parse paths with the following formats: {item}, {project}/{item}, & {entity}/{project}/{item}.
Args:
path: `str`, input path; must be between 0 and 3 in length.
Returns:
tuple of length 3 - (item, project, entity)
Example:
... | python | wandb/util.py | 1,631 | 1,654 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,002 | _resolve_aliases | def _resolve_aliases(aliases: Optional[Union[str, Iterable[str]]]) -> List[str]:
"""Add the 'latest' alias and ensure that all aliases are unique.
Takes in `aliases` which can be None, str, or List[str] and returns List[str].
Ensures that "latest" is always present in the returned list.
Args:
... | python | wandb/util.py | 1,657 | 1,687 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,003 | _is_artifact_object | def _is_artifact_object(v: Any) -> bool:
return isinstance(v, wandb.Artifact) or isinstance(v, wandb.apis.public.Artifact) | python | wandb/util.py | 1,690 | 1,691 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,004 | _is_artifact_string | def _is_artifact_string(v: Any) -> bool:
return isinstance(v, str) and v.startswith("wandb-artifact://") | python | wandb/util.py | 1,694 | 1,695 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,005 | _is_artifact_version_weave_dict | def _is_artifact_version_weave_dict(v: Any) -> bool:
return isinstance(v, dict) and v.get("_type") == "artifactVersion" | python | wandb/util.py | 1,698 | 1,699 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,006 | _is_artifact_representation | def _is_artifact_representation(v: Any) -> bool:
return (
_is_artifact_object(v)
or _is_artifact_string(v)
or _is_artifact_version_weave_dict(v)
) | python | wandb/util.py | 1,702 | 1,707 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,007 | parse_artifact_string | def parse_artifact_string(v: str) -> Tuple[str, Optional[str], bool]:
if not v.startswith("wandb-artifact://"):
raise ValueError(f"Invalid artifact string: {v}")
parsed_v = v[len("wandb-artifact://") :]
base_uri = None
url_info = urllib.parse.urlparse(parsed_v)
if url_info.scheme != "":
... | python | wandb/util.py | 1,710 | 1,734 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,008 | _get_max_cli_version | def _get_max_cli_version() -> Union[str, None]:
max_cli_version = wandb.api.max_cli_version()
return str(max_cli_version) if max_cli_version is not None else None | python | wandb/util.py | 1,737 | 1,739 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,009 | _is_offline | def _is_offline() -> bool:
return ( # type: ignore[no-any-return]
wandb.run is not None and wandb.run.settings._offline
) or wandb.setup().settings._offline | python | wandb/util.py | 1,742 | 1,745 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,010 | ensure_text | def ensure_text(
string: Union[str, bytes], encoding: str = "utf-8", errors: str = "strict"
) -> str:
"""Coerce s to str."""
if isinstance(string, bytes):
return string.decode(encoding, errors)
elif isinstance(string, str):
return string
else:
raise TypeError(f"not expecting ... | python | wandb/util.py | 1,748 | 1,757 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,011 | make_artifact_name_safe | def make_artifact_name_safe(name: str) -> str:
"""Make an artifact name safe for use in artifacts."""
# artifact names may only contain alphanumeric characters, dashes, underscores, and dots.
cleaned = re.sub(r"[^a-zA-Z0-9_\-.]", "_", name)
if len(cleaned) <= 128:
return cleaned
# truncate w... | python | wandb/util.py | 1,760 | 1,767 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,012 | make_docker_image_name_safe | def make_docker_image_name_safe(name: str) -> str:
"""Make a docker image name safe for use in artifacts."""
safe_chars = RE_DOCKER_IMAGE_NAME_CHARS.sub("__", name.lower())
deduped = RE_DOCKER_IMAGE_NAME_SEPARATOR_REPEAT.sub("__", safe_chars)
trimmed_start = RE_DOCKER_IMAGE_NAME_SEPARATOR_START.sub("", ... | python | wandb/util.py | 1,770 | 1,776 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,013 | merge_dicts | def merge_dicts(source: Dict[str, Any], destination: Dict[str, Any]) -> Dict[str, Any]:
"""Recursively merge two dictionaries."""
for key, value in source.items():
if isinstance(value, dict):
# get node or create one
node = destination.setdefault(key, {})
merge_dicts(... | python | wandb/util.py | 1,779 | 1,794 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,014 | _set_internal_process | def _set_internal_process(disable=False):
global _IS_INTERNAL_PROCESS
if _IS_INTERNAL_PROCESS is None:
return
if disable:
_IS_INTERNAL_PROCESS = None
return
_IS_INTERNAL_PROCESS = True | python | wandb/__init__.py | 92 | 99 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,015 | _assert_is_internal_process | def _assert_is_internal_process():
if _IS_INTERNAL_PROCESS is None:
return
assert _IS_INTERNAL_PROCESS | python | wandb/__init__.py | 102 | 105 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,016 | _assert_is_user_process | def _assert_is_user_process():
if _IS_INTERNAL_PROCESS is None:
return
assert not _IS_INTERNAL_PROCESS | python | wandb/__init__.py | 108 | 111 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,017 | ensure_configured | def ensure_configured():
global api
api = InternalApi() | python | wandb/__init__.py | 175 | 177 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,018 | set_trace | def set_trace():
import pdb # TODO: support other debuggers
# frame = sys._getframe().f_back
pdb.set_trace() # TODO: pass the parent stack... | python | wandb/__init__.py | 180 | 184 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,019 | load_ipython_extension | def load_ipython_extension(ipython):
ipython.register_magics(wandb.jupyter.WandBMagics) | python | wandb/__init__.py | 187 | 188 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,020 | set_table | def set_table(self, table):
self._table = table | python | wandb/data_types.py | 83 | 84 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,021 | set_table | def set_table(self, table, col_name):
assert col_name in table.columns
self._table = table
self._col_name = col_name | python | wandb/data_types.py | 88 | 91 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,022 | get_row | def get_row(self):
row = {}
if self._table:
row = {
c: self._table.data[self][i] for i, c in enumerate(self._table.columns)
}
return row | python | wandb/data_types.py | 95 | 102 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,023 | _json_helper | def _json_helper(val, artifact):
if isinstance(val, WBValue):
return val.to_json(artifact)
elif val.__class__ == dict:
res = {}
for key in val:
res[key] = _json_helper(val[key], artifact)
return res
if hasattr(val, "tolist"):
py_val = val.tolist()
... | python | wandb/data_types.py | 105 | 147 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,024 | __init__ | def __init__(
self,
columns=None,
data=None,
rows=None,
dataframe=None,
dtype=None,
optional=True,
allow_mixed_types=False,
):
"""Initialize a Table object.
Rows is kept for legacy reasons, we use data to mimic the Pandas api.
... | python | wandb/data_types.py | 250 | 293 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,025 | _assert_valid_columns | def _assert_valid_columns(columns):
valid_col_types = [str, int]
assert type(columns) is list, "columns argument expects a `list` object"
assert len(columns) == 0 or all(
[type(col) in valid_col_types for col in columns]
), "columns argument expects list of strings or ints" | python | wandb/data_types.py | 296 | 301 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,026 | _init_from_list | def _init_from_list(self, data, columns, optional=True, dtype=None):
assert type(data) is list, "data argument expects a `list` object"
self.data = []
self._assert_valid_columns(columns)
self.columns = columns
self._make_column_types(dtype, optional)
for row in data:
... | python | wandb/data_types.py | 303 | 310 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,027 | _init_from_ndarray | def _init_from_ndarray(self, ndarray, columns, optional=True, dtype=None):
assert util.is_numpy_array(
ndarray
), "ndarray argument expects a `numpy.ndarray` object"
self.data = []
self._assert_valid_columns(columns)
self.columns = columns
self._make_column_ty... | python | wandb/data_types.py | 312 | 321 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,028 | _init_from_dataframe | def _init_from_dataframe(self, dataframe, columns, optional=True, dtype=None):
assert util.is_pandas_data_frame(
dataframe
), "dataframe argument expects a `pandas.core.frame.DataFrame` object"
self.data = []
columns = list(dataframe.columns)
self._assert_valid_column... | python | wandb/data_types.py | 323 | 333 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,029 | _make_column_types | def _make_column_types(self, dtype=None, optional=True):
if dtype is None:
dtype = _dtypes.UnknownType()
if optional.__class__ != list:
optional = [optional for _ in range(len(self.columns))]
if dtype.__class__ != list:
dtype = [dtype for _ in range(len(self... | python | wandb/data_types.py | 335 | 347 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,030 | cast | def cast(self, col_name, dtype, optional=False):
"""Cast a column to a specific type.
Arguments:
col_name: (str) - name of the column to cast
dtype: (class, wandb.wandb_sdk.interface._dtypes.Type, any) - the target dtype. Can be one of
normal python class, intern... | python | wandb/data_types.py | 349 | 403 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,031 | __ne__ | def __ne__(self, other):
return not self.__eq__(other) | python | wandb/data_types.py | 405 | 406 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,032 | _eq_debug | def _eq_debug(self, other, should_assert=False):
eq = isinstance(other, Table)
assert not should_assert or eq, "Found type {}, expected {}".format(
other.__class__, Table
)
eq = eq and len(self.data) == len(other.data)
assert not should_assert or eq, "Found {} rows, e... | python | wandb/data_types.py | 408 | 445 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,033 | __eq__ | def __eq__(self, other):
return self._eq_debug(other) | python | wandb/data_types.py | 447 | 448 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,034 | add_row | def add_row(self, *row):
"""Deprecated: use add_data instead."""
logging.warning("add_row is deprecated, use add_data")
self.add_data(*row) | python | wandb/data_types.py | 450 | 453 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,035 | add_data | def add_data(self, *data):
"""Add a row of data to the table.
Argument length should match column length.
"""
if len(data) != len(self.columns):
raise ValueError(
"This table expects {} columns: {}, found {}".format(
len(self.columns), sel... | python | wandb/data_types.py | 455 | 488 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,036 | _get_updated_result_type | def _get_updated_result_type(self, row):
"""Return an updated result type based on incoming row.
Raises:
TypeError: if the assignment is invalid.
"""
incoming_row_dict = {
col_key: row[ndx] for ndx, col_key in enumerate(self.columns)
}
current_typ... | python | wandb/data_types.py | 490 | 507 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,037 | _to_table_json | def _to_table_json(self, max_rows=None, warn=True):
# separate this method for easier testing
if max_rows is None:
max_rows = Table.MAX_ROWS
n_rows = len(self.data)
if n_rows > max_rows and warn:
if wandb.run and (
wandb.run.settings.table_raise_on... | python | wandb/data_types.py | 509 | 526 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,038 | bind_to_run | def bind_to_run(self, *args, **kwargs):
# We set `warn=False` since Tables will now always be logged to both
# files and artifacts. The file limit will never practically matter and
# this code path will be ultimately removed. The 10k limit warning confuses
# users given that we publicly ... | python | wandb/data_types.py | 528 | 539 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,039 | get_media_subdir | def get_media_subdir(cls):
return os.path.join("media", "table") | python | wandb/data_types.py | 542 | 543 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,040 | from_json | def from_json(cls, json_obj, source_artifact):
data = []
column_types = None
np_deserialized_columns = {}
timestamp_column_indices = set()
if json_obj.get("column_types") is not None:
column_types = _dtypes.TypeRegistry.type_from_dict(
json_obj["column... | python | wandb/data_types.py | 546 | 619 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,041 | to_json | def to_json(self, run_or_artifact):
json_dict = super().to_json(run_or_artifact)
if isinstance(run_or_artifact, wandb.wandb_sdk.wandb_run.Run):
json_dict.update(
{
"_type": "table-file",
"ncols": len(self.columns),
... | python | wandb/data_types.py | 621 | 704 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,042 | iterrows | def iterrows(self):
"""Iterate over rows as (ndx, row).
Yields:
------
index : int
The index of the row. Using this value in other WandB tables
will automatically build a relationship between the tables
row : List[any]
The data of the row.
... | python | wandb/data_types.py | 706 | 720 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,043 | set_pk | def set_pk(self, col_name):
# TODO: Docs
assert col_name in self.columns
self.cast(col_name, _PrimaryKeyType()) | python | wandb/data_types.py | 722 | 725 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,044 | set_fk | def set_fk(self, col_name, table, table_col):
# TODO: Docs
assert col_name in self.columns
assert col_name != self._pk_col
self.cast(col_name, _ForeignKeyType(table, table_col)) | python | wandb/data_types.py | 727 | 731 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,045 | _update_keys | def _update_keys(self, force_last=False):
"""Update the known key-like columns based on the current column types.
If the state has been updated since the last update, we wrap the data
appropriately in the Key classes.
Arguments:
force_last: (bool) Determines wrapping the la... | python | wandb/data_types.py | 733 | 778 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,046 | _apply_key_updates | def _apply_key_updates(self, only_last=False):
"""Appropriately wrap the underlying data in special key classes.
Arguments:
only_last: only apply the updates to the last row (used for performance when
the caller knows that the only new data is the last row and no updates were
... | python | wandb/data_types.py | 780 | 827 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,047 | update_row | def update_row(row_ndx):
for fk_col in self._fk_cols:
col_ndx = self.columns.index(fk_col)
# Wrap the Foreign Keys
if isinstance(c_types[fk_col], _ForeignKeyType) and not isinstance(
self.data[row_ndx][col_ndx], _TableKey
)... | python | wandb/data_types.py | 792 | 821 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,048 | add_column | def add_column(self, name, data, optional=False):
"""Add a column of data to the table.
Arguments:
name: (str) - the unique name of the column
data: (list | np.array) - a column of homogenous data
optional: (bool) - if null-like values are permitted
"""
... | python | wandb/data_types.py | 829 | 868 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,049 | get_column | def get_column(self, name, convert_to=None):
"""Retrieve a column of data from the table.
Arguments:
name: (str) - the name of the column
convert_to: (str, optional)
- "numpy": will convert the underlying data to numpy object
"""
assert name in se... | python | wandb/data_types.py | 870 | 893 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,050 | get_index | def get_index(self):
"""Return an array of row indexes for use in other tables to create links."""
ndxs = []
for ndx in range(len(self.data)):
index = _TableIndex(ndx)
index.set_table(self)
ndxs.append(index)
return ndxs | python | wandb/data_types.py | 895 | 902 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,051 | index_ref | def index_ref(self, index):
"""Get a reference to a particular row index in the table."""
assert index < len(self.data)
_index = _TableIndex(index)
_index.set_table(self)
return _index | python | wandb/data_types.py | 904 | 909 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,052 | add_computed_columns | def add_computed_columns(self, fn):
"""Add one or more computed columns based on existing data.
Args:
fn: A function which accepts one or two parameters, ndx (int) and row (dict),
which is expected to return a dict representing new columns for that row, keyed
... | python | wandb/data_types.py | 911 | 933 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,053 | __init__ | def __init__(self, entry, source_artifact):
self.entry = entry
self.source_artifact = source_artifact
self._part = None | python | wandb/data_types.py | 939 | 942 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,054 | get_part | def get_part(self):
if self._part is None:
self._part = self.source_artifact.get(self.entry.path)
return self._part | python | wandb/data_types.py | 944 | 947 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,055 | free | def free(self):
self._part = None | python | wandb/data_types.py | 949 | 950 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,056 | __init__ | def __init__(self, parts_path):
"""Initialize a PartitionedTable.
Args:
parts_path (str): path to a directory of tables in the artifact.
"""
super().__init__()
self.parts_path = parts_path
self._loaded_part_entries = {} | python | wandb/data_types.py | 961 | 969 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,057 | to_json | def to_json(self, artifact_or_run):
json_obj = {
"_type": PartitionedTable._log_type,
}
if isinstance(artifact_or_run, wandb.wandb_sdk.wandb_run.Run):
artifact_entry_url = self._get_artifact_entry_ref_url()
if artifact_entry_url is None:
raise ... | python | wandb/data_types.py | 971 | 984 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,058 | from_json | def from_json(cls, json_obj, source_artifact):
instance = cls(json_obj["parts_path"])
entries = source_artifact.manifest.get_entries_in_directory(
json_obj["parts_path"]
)
for entry in entries:
instance._add_part_entry(entry, source_artifact)
return instan... | python | wandb/data_types.py | 987 | 994 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,059 | iterrows | def iterrows(self):
"""Iterate over rows as (ndx, row).
Yields:
------
index : int
The index of the row.
row : List[any]
The data of the row.
"""
columns = None
ndx = 0
for entry_path in self._loaded_part_entries:
... | python | wandb/data_types.py | 996 | 1,022 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,060 | _add_part_entry | def _add_part_entry(self, entry, source_artifact):
self._loaded_part_entries[entry.path] = _PartitionTablePartEntry(
entry, source_artifact
) | python | wandb/data_types.py | 1,024 | 1,027 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,061 | __ne__ | def __ne__(self, other):
return not self.__eq__(other) | python | wandb/data_types.py | 1,029 | 1,030 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,062 | __eq__ | def __eq__(self, other):
return isinstance(other, self.__class__) and self.parts_path == other.parts_path | python | wandb/data_types.py | 1,032 | 1,033 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,063 | bind_to_run | def bind_to_run(self, *args, **kwargs):
raise ValueError("PartitionedTables cannot be bound to runs") | python | wandb/data_types.py | 1,035 | 1,036 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,064 | __init__ | def __init__(self, data_or_path, sample_rate=None, caption=None):
"""Accept a path to an audio file or a numpy array of audio data."""
super().__init__()
self._duration = None
self._sample_rate = sample_rate
self._caption = caption
if isinstance(data_or_path, str):
... | python | wandb/data_types.py | 1,052 | 1,081 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,065 | get_media_subdir | def get_media_subdir(cls):
return os.path.join("media", "audio") | python | wandb/data_types.py | 1,084 | 1,085 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,066 | from_json | def from_json(cls, json_obj, source_artifact):
return cls(
source_artifact.get_path(json_obj["path"]).download(),
caption=json_obj["caption"],
) | python | wandb/data_types.py | 1,088 | 1,092 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,067 | bind_to_run | def bind_to_run(
self, run, key, step, id_=None, ignore_copy_err: Optional[bool] = None
):
if self.path_is_reference(self._path):
raise ValueError(
"Audio media created by a reference to external storage cannot currently be added to a run"
)
return su... | python | wandb/data_types.py | 1,094 | 1,102 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,068 | to_json | def to_json(self, run):
json_dict = super().to_json(run)
json_dict.update(
{
"_type": self._log_type,
"caption": self._caption,
}
)
return json_dict | python | wandb/data_types.py | 1,104 | 1,112 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,069 | seq_to_json | def seq_to_json(cls, seq, run, key, step):
audio_list = list(seq)
util.get_module(
"soundfile",
required="wandb.Audio requires the soundfile package. To get it, run: pip install soundfile",
)
base_path = os.path.join(run.dir, "media", "audio")
filesystem.... | python | wandb/data_types.py | 1,115 | 1,139 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,070 | durations | def durations(cls, audio_list):
return [a._duration for a in audio_list] | python | wandb/data_types.py | 1,142 | 1,143 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,071 | sample_rates | def sample_rates(cls, audio_list):
return [a._sample_rate for a in audio_list] | python | wandb/data_types.py | 1,146 | 1,147 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,072 | captions | def captions(cls, audio_list):
captions = [a._caption for a in audio_list]
if all(c is None for c in captions):
return False
else:
return ["" if c is None else c for c in captions] | python | wandb/data_types.py | 1,150 | 1,155 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,073 | resolve_ref | def resolve_ref(self):
if self.path_is_reference(self._path):
# this object was already created using a ref:
return self._path
source_artifact = self._artifact_source.artifact
resolved_name = source_artifact._local_path_to_name(self._path)
if resolved_name is not... | python | wandb/data_types.py | 1,157 | 1,169 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,074 | __eq__ | def __eq__(self, other):
if self.path_is_reference(self._path) or self.path_is_reference(other._path):
# one or more of these objects is an unresolved reference -- we'll compare
# their reference paths instead of their SHAs:
return (
self.resolve_ref() == othe... | python | wandb/data_types.py | 1,171 | 1,180 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,075 | __ne__ | def __ne__(self, other):
return not self.__eq__(other) | python | wandb/data_types.py | 1,182 | 1,183 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,076 | __init__ | def __init__(self, table1, table2, join_key):
super().__init__()
if not isinstance(join_key, str) and (
not isinstance(join_key, list) or len(join_key) != 2
):
raise ValueError(
"JoinedTable join_key should be a string or a list of two strings"
... | python | wandb/data_types.py | 1,200 | 1,222 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,077 | from_json | def from_json(cls, json_obj, source_artifact):
t1 = source_artifact.get(json_obj["table1"])
if t1 is None:
t1 = json_obj["table1"]
t2 = source_artifact.get(json_obj["table2"])
if t2 is None:
t2 = json_obj["table2"]
return cls(
t1,
... | python | wandb/data_types.py | 1,225 | 1,238 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,078 | _validate_table_input | def _validate_table_input(table):
"""Helper method to validate that the table input is one of the 3 supported types."""
return (
(type(table) == str and table.endswith(".table.json"))
or isinstance(table, Table)
or isinstance(table, PartitionedTable)
or (h... | python | wandb/data_types.py | 1,241 | 1,248 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,079 | _ensure_table_in_artifact | def _ensure_table_in_artifact(self, table, artifact, table_ndx):
"""Helper method to add the table to the incoming artifact. Returns the path."""
if isinstance(table, Table) or isinstance(table, PartitionedTable):
table_name = f"t{table_ndx}_{str(id(self))}"
if (
... | python | wandb/data_types.py | 1,250 | 1,276 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,080 | to_json | def to_json(self, artifact_or_run):
json_obj = {
"_type": JoinedTable._log_type,
}
if isinstance(artifact_or_run, wandb.wandb_sdk.wandb_run.Run):
artifact_entry_url = self._get_artifact_entry_ref_url()
if artifact_entry_url is None:
raise Value... | python | wandb/data_types.py | 1,278 | 1,299 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,081 | __ne__ | def __ne__(self, other):
return not self.__eq__(other) | python | wandb/data_types.py | 1,301 | 1,302 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,082 | _eq_debug | def _eq_debug(self, other, should_assert=False):
eq = isinstance(other, JoinedTable)
assert not should_assert or eq, "Found type {}, expected {}".format(
other.__class__, JoinedTable
)
eq = eq and self._join_key == other._join_key
assert not should_assert or eq, "Foun... | python | wandb/data_types.py | 1,304 | 1,315 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,083 | __eq__ | def __eq__(self, other):
return self._eq_debug(other, False) | python | wandb/data_types.py | 1,317 | 1,318 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,084 | bind_to_run | def bind_to_run(self, *args, **kwargs):
raise ValueError("JoinedTables cannot be bound to runs") | python | wandb/data_types.py | 1,320 | 1,321 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,085 | __init__ | def __init__(self, data_or_path):
super().__init__()
bokeh = util.get_module("bokeh", required=True)
if isinstance(data_or_path, str) and os.path.exists(data_or_path):
with open(data_or_path) as file:
b_json = json.load(file)
self.b_obj = bokeh.document.Do... | python | wandb/data_types.py | 1,333 | 1,358 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,086 | get_media_subdir | def get_media_subdir(self):
return os.path.join("media", "bokeh") | python | wandb/data_types.py | 1,360 | 1,361 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,087 | to_json | def to_json(self, run):
# TODO: (tss) this is getting redundant for all the media objects. We can probably
# pull this into Media#to_json and remove this type override for all the media types.
# There are only a few cases where the type is different between artifacts and runs.
json_dict ... | python | wandb/data_types.py | 1,363 | 1,369 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,088 | from_json | def from_json(cls, json_obj, source_artifact):
return cls(source_artifact.get_path(json_obj["path"]).download()) | python | wandb/data_types.py | 1,372 | 1,373 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,089 | _nest | def _nest(thing):
# Use tensorflows nest function if available, otherwise just wrap object in an array"""
tfutil = util.get_module("tensorflow.python.util")
if tfutil:
return tfutil.nest.flatten(thing)
else:
return [thing] | python | wandb/data_types.py | 1,376 | 1,383 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,090 | __init__ | def __init__(self, format="keras"):
super().__init__()
# LB: TODO: I think we should factor criterion and criterion_passed out
self.format = format
self.nodes = []
self.nodes_by_id = {}
self.edges = []
self.loaded = False
self.criterion = None
self... | python | wandb/data_types.py | 1,410 | 1,420 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,091 | _to_graph_json | def _to_graph_json(self, run=None):
# Needs to be its own function for tests
return {
"format": self.format,
"nodes": [node.to_json() for node in self.nodes],
"edges": [edge.to_json() for edge in self.edges],
} | python | wandb/data_types.py | 1,422 | 1,428 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,092 | bind_to_run | def bind_to_run(self, *args, **kwargs):
data = self._to_graph_json()
tmp_path = os.path.join(MEDIA_TMP.name, runid.generate_id() + ".graph.json")
data = _numpy_arrays_to_lists(data)
with codecs.open(tmp_path, "w", encoding="utf-8") as fp:
util.json_dump_safer(data, fp)
... | python | wandb/data_types.py | 1,430 | 1,439 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,093 | get_media_subdir | def get_media_subdir(cls):
return os.path.join("media", "graph") | python | wandb/data_types.py | 1,442 | 1,443 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,094 | to_json | def to_json(self, run):
json_dict = super().to_json(run)
json_dict["_type"] = self._log_type
return json_dict | python | wandb/data_types.py | 1,445 | 1,448 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,095 | __getitem__ | def __getitem__(self, nid):
return self.nodes_by_id[nid] | python | wandb/data_types.py | 1,450 | 1,451 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,096 | pprint | def pprint(self):
for edge in self.edges:
pprint.pprint(edge.attributes)
for node in self.nodes:
pprint.pprint(node.attributes) | python | wandb/data_types.py | 1,453 | 1,457 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,097 | add_node | def add_node(self, node=None, **node_kwargs):
if node is None:
node = Node(**node_kwargs)
elif node_kwargs:
raise ValueError(
"Only pass one of either node ({node}) or other keyword arguments ({node_kwargs})".format(
node=node, node_kwargs=node... | python | wandb/data_types.py | 1,459 | 1,471 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,098 | add_edge | def add_edge(self, from_node, to_node):
edge = Edge(from_node, to_node)
self.edges.append(edge)
return edge | python | wandb/data_types.py | 1,473 | 1,477 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,099 | from_keras | def from_keras(cls, model):
graph = cls()
# Shamelessly copied (then modified) from keras/keras/utils/layer_utils.py
sequential_like = cls._is_sequential(model)
relevant_nodes = None
if not sequential_like:
relevant_nodes = []
for v in model._nodes_by_dep... | python | wandb/data_types.py | 1,480 | 1,508 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,100 | _is_sequential | def _is_sequential(cls, model):
sequential_like = True
if (
model.__class__.__name__ != "Sequential"
and hasattr(model, "_is_graph_network")
and model._is_graph_network
):
nodes_by_depth = model._nodes_by_depth.values()
nodes = []
... | python | wandb/data_types.py | 1,511 | 1,547 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
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