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 |
|---|---|---|---|---|---|---|---|
3,101 | _project_url_base | def _project_url_base(self) -> str:
if not all([self.entity, self.project]):
return ""
app_url = wandb.util.app_url(self.base_url)
return f"{app_url}/{quote(self.entity)}/{quote(self.project)}" | python | wandb/sdk/wandb_settings.py | 1,082 | 1,087 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,102 | _project_url | def _project_url(self) -> str:
project_url = self._project_url_base()
if not project_url:
return ""
query = self._get_url_query_string()
return f"{project_url}{query}" | python | wandb/sdk/wandb_settings.py | 1,089 | 1,096 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,103 | _run_url | def _run_url(self) -> str:
"""Return the run url."""
project_url = self._project_url_base()
if not all([project_url, self.run_id]):
return ""
query = self._get_url_query_string()
return f"{project_url}/runs/{quote(self.run_id)}{query}" | python | wandb/sdk/wandb_settings.py | 1,098 | 1,105 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,104 | _set_run_start_time | def _set_run_start_time(self, source: int = Source.BASE) -> None:
"""Set the time stamps for the settings.
Called once the run is initialized.
"""
time_stamp: float = time.time()
datetime_now: datetime = datetime.fromtimestamp(time_stamp)
object.__setattr__(self, "_Setti... | python | wandb/sdk/wandb_settings.py | 1,107 | 1,120 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,105 | _sweep_url | def _sweep_url(self) -> str:
"""Return the sweep url."""
project_url = self._project_url_base()
if not all([project_url, self.sweep_id]):
return ""
query = self._get_url_query_string()
return f"{project_url}/sweeps/{quote(self.sweep_id)}{query}" | python | wandb/sdk/wandb_settings.py | 1,122 | 1,129 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,106 | __init__ | def __init__(self, **kwargs: Any) -> None:
self.__frozen: bool = False
self.__initialized: bool = False
self.__modification_order = SETTINGS_TOPOLOGICALLY_SORTED
# todo: this is collect telemetry on validation errors and unexpected args
# values are stored as strings to avoid p... | python | wandb/sdk/wandb_settings.py | 1,131 | 1,229 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,107 | __str__ | def __str__(self) -> str:
# get attributes that are instances of the Property class:
representation = {
k: v.value for k, v in self.__dict__.items() if isinstance(v, Property)
}
return f"<Settings {_redact_dict(representation)}>" | python | wandb/sdk/wandb_settings.py | 1,231 | 1,236 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,108 | __repr__ | def __repr__(self) -> str:
# private attributes
private = {k: v for k, v in self.__dict__.items() if k.startswith("_Settings")}
# get attributes that are instances of the Property class:
attributes = {
k: f"<Property value={v.value} source={v.source}>"
for k, v in... | python | wandb/sdk/wandb_settings.py | 1,238 | 1,248 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,109 | __copy__ | def __copy__(self) -> "Settings":
"""Ensure that a copy of the settings object is a truly deep copy.
Note that the copied object will not be frozen todo? why is this needed?
"""
# get attributes that are instances of the Property class:
attributes = {k: v for k, v in self.__dic... | python | wandb/sdk/wandb_settings.py | 1,250 | 1,270 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,110 | __deepcopy__ | def __deepcopy__(self, memo: dict) -> "Settings":
return self.__copy__() | python | wandb/sdk/wandb_settings.py | 1,272 | 1,273 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,111 | __getattribute__ | def __getattribute__(self, name: str) -> Any:
"""Expose `attribute.value` if `attribute` is a Property."""
item = object.__getattribute__(self, name)
if isinstance(item, Property):
return item.value
return item | python | wandb/sdk/wandb_settings.py | 1,277 | 1,282 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,112 | __setattr__ | def __setattr__(self, key: str, value: Any) -> None:
if "_Settings__initialized" in self.__dict__ and self.__initialized:
raise TypeError(f"Please use update() to update attribute `{key}` value")
object.__setattr__(self, key, value) | python | wandb/sdk/wandb_settings.py | 1,284 | 1,287 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,113 | __iter__ | def __iter__(self) -> Iterable:
return iter(self.make_static()) | python | wandb/sdk/wandb_settings.py | 1,289 | 1,290 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,114 | copy | def copy(self) -> "Settings":
return self.__copy__() | python | wandb/sdk/wandb_settings.py | 1,292 | 1,293 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,115 | keys | def keys(self) -> Iterable[str]:
return self.make_static().keys() | python | wandb/sdk/wandb_settings.py | 1,296 | 1,297 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,116 | __getitem__ | def __getitem__(self, name: str) -> Any:
"""Expose attribute.value if attribute is a Property."""
item = object.__getattribute__(self, name)
if isinstance(item, Property):
return item.value
return item | python | wandb/sdk/wandb_settings.py | 1,300 | 1,305 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,117 | update | def update(
self,
settings: Optional[Union[Dict[str, Any], "Settings"]] = None,
source: int = Source.OVERRIDE,
**kwargs: Any,
) -> None:
"""Update individual settings."""
if "_Settings__frozen" in self.__dict__ and self.__frozen:
raise TypeError("Settings ... | python | wandb/sdk/wandb_settings.py | 1,307 | 1,375 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,118 | items | def items(self) -> ItemsView[str, Any]:
return self.make_static().items() | python | wandb/sdk/wandb_settings.py | 1,377 | 1,378 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,119 | get | def get(self, key: str, default: Optional[Any] = None) -> Any:
return self.make_static().get(key, default) | python | wandb/sdk/wandb_settings.py | 1,380 | 1,381 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,120 | freeze | def freeze(self) -> None:
object.__setattr__(self, "_Settings__frozen", True) | python | wandb/sdk/wandb_settings.py | 1,383 | 1,384 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,121 | unfreeze | def unfreeze(self) -> None:
object.__setattr__(self, "_Settings__frozen", False) | python | wandb/sdk/wandb_settings.py | 1,386 | 1,387 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,122 | is_frozen | def is_frozen(self) -> bool:
return self.__frozen | python | wandb/sdk/wandb_settings.py | 1,389 | 1,390 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,123 | make_static | def make_static(self) -> Dict[str, Any]:
"""Generate a static, serializable version of the settings."""
# get attributes that are instances of the Property class:
attributes = {
k: v.value for k, v in self.__dict__.items() if isinstance(v, Property)
}
return attribute... | python | wandb/sdk/wandb_settings.py | 1,392 | 1,398 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,124 | _apply_settings | def _apply_settings(
self,
settings: "Settings",
_logger: Optional[_EarlyLogger] = None,
) -> None:
"""Apply settings from a Settings object."""
if _logger is not None:
_logger.info(f"Applying settings from {settings}")
attributes = {
k: v for ... | python | wandb/sdk/wandb_settings.py | 1,402 | 1,426 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,125 | _load_config_file | def _load_config_file(file_name: str, section: str = "default") -> dict:
parser = configparser.ConfigParser()
parser.add_section(section)
parser.read(file_name)
config: Dict[str, Any] = dict()
for k in parser[section]:
config[k] = parser[section][k]
# TODO... | python | wandb/sdk/wandb_settings.py | 1,429 | 1,439 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,126 | _apply_base | def _apply_base(self, pid: int, _logger: Optional[_EarlyLogger] = None) -> None:
if _logger is not None:
_logger.info(f"Configure stats pid to {pid}")
self.update({"_stats_pid": pid}, source=Source.SETUP) | python | wandb/sdk/wandb_settings.py | 1,441 | 1,444 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,127 | _apply_config_files | def _apply_config_files(self, _logger: Optional[_EarlyLogger] = None) -> None:
# TODO(jhr): permit setting of config in system and workspace
if self.settings_system is not None:
if _logger is not None:
_logger.info(f"Loading settings from {self.settings_system}")
... | python | wandb/sdk/wandb_settings.py | 1,446 | 1,461 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,128 | _apply_env_vars | def _apply_env_vars(
self,
environ: Mapping[str, Any],
_logger: Optional[_EarlyLogger] = None,
) -> None:
env_prefix: str = "WANDB_"
special_env_var_names = {
"WANDB_TRACELOG": "_tracelog",
"WANDB_DISABLE_SERVICE": "_disable_service",
"WAND... | python | wandb/sdk/wandb_settings.py | 1,463 | 1,501 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,129 | _infer_settings_from_environment | def _infer_settings_from_environment(
self, _logger: Optional[_EarlyLogger] = None
) -> None:
"""Modify settings based on environment (for runs and cli)."""
settings: Dict[str, Union[bool, str, Sequence, None]] = dict()
# disable symlinks if on windows (requires admin or developer se... | python | wandb/sdk/wandb_settings.py | 1,503 | 1,587 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,130 | _infer_run_settings_from_environment | def _infer_run_settings_from_environment(
self,
_logger: Optional[_EarlyLogger] = None,
) -> None:
"""Modify settings based on environment (for runs only)."""
# If there's not already a program file, infer it now.
settings: Dict[str, Union[bool, str, None]] = dict()
p... | python | wandb/sdk/wandb_settings.py | 1,589 | 1,612 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,131 | _apply_setup | def _apply_setup(
self, setup_settings: Dict[str, Any], _logger: Optional[_EarlyLogger] = None
) -> None:
if _logger:
_logger.info(f"Applying setup settings: {_redact_dict(setup_settings)}")
self.update(setup_settings, source=Source.SETUP) | python | wandb/sdk/wandb_settings.py | 1,614 | 1,619 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,132 | _apply_user | def _apply_user(
self, user_settings: Dict[str, Any], _logger: Optional[_EarlyLogger] = None
) -> None:
if _logger:
_logger.info(f"Applying user settings: {_redact_dict(user_settings)}")
self.update(user_settings, source=Source.USER) | python | wandb/sdk/wandb_settings.py | 1,621 | 1,626 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,133 | _apply_init | def _apply_init(self, init_settings: Dict[str, Union[str, int, None]]) -> None:
# prevent setting project, entity if in sweep
# TODO(jhr): these should be locked elements in the future
if self.sweep_id:
for key in ("project", "entity", "id"):
val = init_settings.pop(k... | python | wandb/sdk/wandb_settings.py | 1,628 | 1,693 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,134 | _apply_login | def _apply_login(
self, login_settings: Dict[str, Any], _logger: Optional[_EarlyLogger] = None
) -> None:
param_map = dict(key="api_key", host="base_url", timeout="login_timeout")
login_settings = {
param_map.get(k, k): v for k, v in login_settings.items() if v is not None
... | python | wandb/sdk/wandb_settings.py | 1,695 | 1,705 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,135 | _apply_run_start | def _apply_run_start(self, run_start_settings: Dict[str, Any]) -> None:
# This dictionary maps from the "run message dict" to relevant fields in settings
# Note: that config is missing
param_map = {
"run_id": "run_id",
"entity": "entity",
"project": "project",... | python | wandb/sdk/wandb_settings.py | 1,707 | 1,731 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,136 | _get_dict | def _get_dict(d):
if isinstance(d, dict):
return d
# assume argparse Namespace
return vars(d) | python | wandb/sdk/wandb_summary.py | 7 | 11 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,137 | _as_dict | def _as_dict(self):
raise NotImplementedError | python | wandb/sdk/wandb_summary.py | 21 | 22 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,138 | _update | def _update(self, record: SummaryRecord):
raise NotImplementedError | python | wandb/sdk/wandb_summary.py | 25 | 26 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,139 | keys | def keys(self):
return [k for k in self._as_dict().keys() if k != "_wandb"] | python | wandb/sdk/wandb_summary.py | 28 | 29 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,140 | get | def get(self, key, default=None):
return self._as_dict().get(key, default) | python | wandb/sdk/wandb_summary.py | 31 | 32 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,141 | __getitem__ | def __getitem__(self, key):
item = self._as_dict()[key]
if isinstance(item, dict):
# this nested dict needs to be wrapped:
wrapped_item = SummarySubDict()
object.__setattr__(wrapped_item, "_items", item)
object.__setattr__(wrapped_item, "_parent", self)
... | python | wandb/sdk/wandb_summary.py | 34 | 47 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,142 | __setitem__ | def __setitem__(self, key, val):
self.update({key: val}) | python | wandb/sdk/wandb_summary.py | 51 | 52 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,143 | __delattr__ | def __delattr__(self, key):
record = SummaryRecord()
item = SummaryItem()
item.key = (key,)
record.remove = (item,)
self._update(record) | python | wandb/sdk/wandb_summary.py | 56 | 61 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,144 | update | def update(self, d: t.Dict):
# import ipdb; ipdb.set_trace()
record = SummaryRecord()
for key, value in d.items():
item = SummaryItem()
item.key = (key,)
item.value = value
record.update.append(item)
self._update(record) | python | wandb/sdk/wandb_summary.py | 65 | 74 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,145 | __init__ | def __init__(self, get_current_summary_callback: t.Callable):
super().__init__()
object.__setattr__(self, "_update_callback", None)
object.__setattr__(
self, "_get_current_summary_callback", get_current_summary_callback
) | python | wandb/sdk/wandb_summary.py | 113 | 118 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,146 | _set_update_callback | def _set_update_callback(self, update_callback: t.Callable):
object.__setattr__(self, "_update_callback", update_callback) | python | wandb/sdk/wandb_summary.py | 120 | 121 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,147 | _as_dict | def _as_dict(self):
return self._get_current_summary_callback() | python | wandb/sdk/wandb_summary.py | 123 | 124 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,148 | _update | def _update(self, record: SummaryRecord):
if self._update_callback:
self._update_callback(record) | python | wandb/sdk/wandb_summary.py | 126 | 128 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,149 | __init__ | def __init__(self):
object.__setattr__(self, "_items", dict())
object.__setattr__(self, "_parent", None)
object.__setattr__(self, "_parent_key", None) | python | wandb/sdk/wandb_summary.py | 141 | 144 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,150 | _as_dict | def _as_dict(self):
return self._items | python | wandb/sdk/wandb_summary.py | 146 | 147 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,151 | _update | def _update(self, record: SummaryRecord):
return self._parent._update(record._add_next_parent(self._parent_key)) | python | wandb/sdk/wandb_summary.py | 149 | 150 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,152 | watch | def watch(
models,
criterion=None,
log: Optional[Literal["gradients", "parameters", "all"]] = "gradients",
log_freq: int = 1000,
idx: Optional[int] = None,
log_graph: bool = False,
):
"""Hook into the torch model to collect gradients and the topology.
Should be extended to accept arbitr... | python | wandb/sdk/wandb_watch.py | 20 | 106 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,153 | unwatch | def unwatch(models=None):
"""Remove pytorch model topology, gradient and parameter hooks.
Args:
models: (list) Optional list of pytorch models that have had watch called on them
"""
if models:
if not isinstance(models, (tuple, list)):
models = (models,)
for model in ... | python | wandb/sdk/wandb_watch.py | 109 | 128 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,154 | _handle_host_wandb_setting | def _handle_host_wandb_setting(host: Optional[str], cloud: bool = False) -> None:
"""Write the host parameter to the global settings file.
This takes the parameter from wandb.login or wandb login for use by the
application's APIs.
"""
_api = InternalApi()
if host == "https://api.wandb.ai" or (h... | python | wandb/sdk/wandb_login.py | 28 | 43 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,155 | login | def login(
anonymous: Optional[Literal["must", "allow", "never"]] = None,
key: Optional[str] = None,
relogin: Optional[bool] = None,
host: Optional[str] = None,
force: Optional[bool] = None,
timeout: Optional[int] = None,
) -> bool:
"""Log in to W&B.
Arguments:
anonymous: (strin... | python | wandb/sdk/wandb_login.py | 46 | 78 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,156 | __init__ | def __init__(self):
self.kwargs: Optional[Dict] = None
self._settings: Union[Settings, Dict[str, Any], None] = None
self._backend = None
self._silent = None
self._entity = None
self._wl = None
self._key = None
self._relogin = None | python | wandb/sdk/wandb_login.py | 89 | 97 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,157 | setup | def setup(self, kwargs):
self.kwargs = kwargs
# built up login settings
login_settings: Settings = wandb.Settings()
settings_param = kwargs.pop("_settings", None)
# note that this case does not come up anywhere except for the tests
if settings_param is not None:
... | python | wandb/sdk/wandb_login.py | 99 | 118 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,158 | is_apikey_configured | def is_apikey_configured(self):
return apikey.api_key(settings=self._settings) is not None | python | wandb/sdk/wandb_login.py | 120 | 121 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,159 | set_backend | def set_backend(self, backend):
self._backend = backend | python | wandb/sdk/wandb_login.py | 123 | 124 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,160 | set_silent | def set_silent(self, silent: bool):
self._silent = silent | python | wandb/sdk/wandb_login.py | 126 | 127 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,161 | set_entity | def set_entity(self, entity: str):
self._entity = entity | python | wandb/sdk/wandb_login.py | 129 | 130 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,162 | login | def login(self):
apikey_configured = self.is_apikey_configured()
if self._settings.relogin or self._relogin:
apikey_configured = False
if not apikey_configured:
return False
if not self._silent:
self.login_display()
return apikey_configured | python | wandb/sdk/wandb_login.py | 132 | 142 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,163 | login_display | def login_display(self):
username = self._wl._get_username()
if username:
# check to see if we got an entity from the setup call or from the user
entity = self._entity or self._wl._get_entity()
entity_str = ""
# check if entity exist, valid (is part of a... | python | wandb/sdk/wandb_login.py | 144 | 166 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,164 | configure_api_key | def configure_api_key(self, key):
if self._settings._jupyter and not self._settings.silent:
wandb.termwarn(
"If you're specifying your api key in code, ensure this "
"code is not shared publicly.\nConsider setting the "
"WANDB_API_KEY environment varia... | python | wandb/sdk/wandb_login.py | 168 | 178 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,165 | update_session | def update_session(
self, key: Optional[str], status: ApiKeyStatus = ApiKeyStatus.VALID
) -> None:
_logger = wandb.setup()._get_logger()
login_settings = dict()
if status == ApiKeyStatus.OFFLINE:
login_settings = dict(mode="offline")
elif status == ApiKeyStatus.DI... | python | wandb/sdk/wandb_login.py | 180 | 195 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,166 | _prompt_api_key | def _prompt_api_key(self) -> Tuple[Optional[str], ApiKeyStatus]:
api = Api(self._settings)
while True:
try:
key = apikey.prompt_api_key(
self._settings,
api=api,
no_offline=self._settings.force if self._settings else... | python | wandb/sdk/wandb_login.py | 197 | 218 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,167 | prompt_api_key | def prompt_api_key(self):
key, status = self._prompt_api_key()
if status == ApiKeyStatus.NOTTY:
directive = (
"wandb login [your_api_key]"
if self._settings._cli_only_mode
else "wandb.login(key=[your_api_key])"
)
raise U... | python | wandb/sdk/wandb_login.py | 220 | 231 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,168 | propogate_login | def propogate_login(self):
# TODO(jhr): figure out if this is really necessary
if self._backend:
# TODO: calling this twice is gross, this deserves a refactor
# Make sure our backend picks up the new creds
# _ = self._backend.interface.communicate_login(key, anonymous... | python | wandb/sdk/wandb_login.py | 233 | 239 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,169 | _login | def _login(
anonymous: Optional[Literal["must", "allow", "never"]] = None,
key: Optional[str] = None,
relogin: Optional[bool] = None,
host: Optional[str] = None,
force: Optional[bool] = None,
timeout: Optional[int] = None,
_backend=None,
_silent: Optional[bool] = None,
_disable_warni... | python | wandb/sdk/wandb_login.py | 242 | 303 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,170 | __init__ | def __init__(
self,
name: str,
step_metric: Optional[str] = None,
step_sync: Optional[bool] = None,
hidden: Optional[bool] = None,
summary: Optional[Sequence[str]] = None,
goal: Optional[str] = None,
overwrite: Optional[bool] = None,
) -> None:
... | python | wandb/sdk/wandb_metric.py | 23 | 42 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,171 | _set_callback | def _set_callback(self, cb: Callable[[pb.MetricRecord], None]) -> None:
self._callback = cb | python | wandb/sdk/wandb_metric.py | 44 | 45 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,172 | name | def name(self) -> str:
return self._name | python | wandb/sdk/wandb_metric.py | 48 | 49 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,173 | step_metric | def step_metric(self) -> Optional[str]:
return self._step_metric | python | wandb/sdk/wandb_metric.py | 52 | 53 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,174 | step_sync | def step_sync(self) -> Optional[bool]:
return self._step_sync | python | wandb/sdk/wandb_metric.py | 56 | 57 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,175 | summary | def summary(self) -> Optional[Tuple[str, ...]]:
if self._summary is None:
return None
return tuple(self._summary) | python | wandb/sdk/wandb_metric.py | 60 | 63 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,176 | hidden | def hidden(self) -> Optional[bool]:
return self._hidden | python | wandb/sdk/wandb_metric.py | 66 | 67 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,177 | goal | def goal(self) -> Optional[str]:
goal_dict = dict(min="minimize", max="maximize")
return goal_dict[self._goal] if self._goal else None | python | wandb/sdk/wandb_metric.py | 70 | 72 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,178 | _commit | def _commit(self) -> None:
m = pb.MetricRecord()
m.options.defined = True
if self._name.endswith("*"):
m.glob_name = self._name
else:
m.name = self._name
if self._step_metric:
m.step_metric = self._step_metric
if self._step_sync:
... | python | wandb/sdk/wandb_metric.py | 74 | 110 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,179 | __init__ | def __init__(self, features: Union[str, Sequence[str]]) -> None:
self._features = (
tuple([features]) if isinstance(features, str) else tuple(features)
) | python | wandb/sdk/wandb_require.py | 25 | 28 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,180 | require_require | def require_require(self) -> None:
pass | python | wandb/sdk/wandb_require.py | 30 | 31 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,181 | _require_service | def _require_service(self) -> None:
wandb.teardown = wandb._teardown # type: ignore
wandb.attach = wandb._attach # type: ignore
wandb_run.Run.detach = wandb_run.Run._detach # type: ignore | python | wandb/sdk/wandb_require.py | 33 | 36 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,182 | require_service | def require_service(self) -> None:
self._require_service() | python | wandb/sdk/wandb_require.py | 38 | 39 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,183 | apply | def apply(self) -> None:
"""Call require_* method for supported features."""
last_message: str = ""
for feature_item in self._features:
full_feature = feature_item.split("@", 2)[0]
feature = full_feature.split(":", 2)[0]
func_str = "require_{}".format(feature.... | python | wandb/sdk/wandb_require.py | 41 | 59 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,184 | require | def require(
requirement: Optional[Union[str, Sequence[str]]] = None,
experiment: Optional[Union[str, Sequence[str]]] = None,
) -> None:
"""Indicate which experimental features are used by the script.
Args:
requirement: (str or list) Features to require
experiment: (str or list) Feature... | python | wandb/sdk/wandb_require.py | 62 | 80 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,185 | _import_module_hook | def _import_module_hook() -> None:
"""On wandb import, setup anything needed based on parent process require calls."""
# TODO: optimize by caching which pids this has been done for or use real import hooks
# TODO: make this more generic, but for now this works
require("service") | python | wandb/sdk/wandb_require.py | 83 | 87 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,186 | _get_sweep_url | def _get_sweep_url(api, sweep_id):
"""Return sweep url if we can figure it out."""
if api.api_key:
if api.settings("entity") is None:
viewer = api.viewer()
if viewer.get("entity"):
api.set_setting("entity", viewer["entity"])
project = api.settings("project... | python | wandb/sdk/wandb_sweep.py | 12 | 28 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,187 | sweep | def sweep(
sweep: Union[dict, Callable],
entity: Optional[str] = None,
project: Optional[str] = None,
) -> str:
"""Initialize a hyperparameter sweep.
To generate hyperparameter suggestions from the sweep and use them
to train a model, call `wandb.agent` with the sweep_id returned by
this co... | python | wandb/sdk/wandb_sweep.py | 31 | 116 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,188 | controller | def controller(
sweep_id_or_config: Optional[Union[str, Dict]] = None,
entity: Optional[str] = None,
project: Optional[str] = None,
):
"""Public sweep controller constructor.
Usage:
```python
import wandb
tuner = wandb.controller(...)
print(tuner.sweep_config)
... | python | wandb/sdk/wandb_sweep.py | 119 | 143 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,189 | __init__ | def __init__(self, token: str) -> None:
self._token_str = token
self._parse() | python | wandb/sdk/wandb_manager.py | 46 | 48 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,190 | from_environment | def from_environment(cls) -> Optional["_ManagerToken"]:
token = os.environ.get(env.SERVICE)
if not token:
return None
return cls(token=token) | python | wandb/sdk/wandb_manager.py | 51 | 55 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,191 | from_params | def from_params(cls, transport: str, host: str, port: int) -> "_ManagerToken":
version = cls._version
pid = os.getpid()
token = "-".join([version, str(pid), transport, host, str(port)])
return cls(token=token) | python | wandb/sdk/wandb_manager.py | 58 | 62 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,192 | set_environment | def set_environment(self) -> None:
os.environ[env.SERVICE] = self._token_str | python | wandb/sdk/wandb_manager.py | 64 | 65 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,193 | _parse | def _parse(self) -> None:
assert self._token_str
parts = self._token_str.split("-")
assert len(parts) == 5, f"token must have 5 parts: {parts}"
# TODO: make more robust?
version, pid_str, transport, host, port_str = parts
assert version == self._version
assert tra... | python | wandb/sdk/wandb_manager.py | 67 | 78 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,194 | reset_environment | def reset_environment(self) -> None:
os.environ.pop(env.SERVICE, None) | python | wandb/sdk/wandb_manager.py | 80 | 81 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,195 | token | def token(self) -> str:
return self._token_str | python | wandb/sdk/wandb_manager.py | 84 | 85 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,196 | pid | def pid(self) -> int:
return self._pid | python | wandb/sdk/wandb_manager.py | 88 | 89 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,197 | transport | def transport(self) -> str:
return self._transport | python | wandb/sdk/wandb_manager.py | 92 | 93 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,198 | host | def host(self) -> str:
return self._host | python | wandb/sdk/wandb_manager.py | 96 | 97 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,199 | port | def port(self) -> int:
return self._port | python | wandb/sdk/wandb_manager.py | 100 | 101 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
3,200 | _service_connect | def _service_connect(self) -> None:
port = self._token.port
svc_iface = self._get_service_interface()
try:
svc_iface._svc_connect(port=port)
except ConnectionRefusedError as e:
if not psutil.pid_exists(self._token.pid):
message = (
... | python | wandb/sdk/wandb_manager.py | 111 | 127 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
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