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 |
|---|---|---|---|---|---|---|---|
1,201 | add_log_parameters_hook | def add_log_parameters_hook(
self,
module: "torch.nn.Module",
name: str = "",
prefix: str = "",
log_freq: int = 0,
) -> None:
"""This instruments hooks into the pytorch module
log parameters after a forward pass
log_freq - log gradients/parameters ever... | python | wandb/wandb_torch.py | 79 | 119 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,202 | parameter_log_hook | def parameter_log_hook(module, input_, output, log_track):
if not log_track_update(log_track):
return
for name, parameter in module.named_parameters():
# for pytorch 0.3 Variables
if isinstance(parameter, torch.autograd.Variable):
... | python | wandb/wandb_torch.py | 96 | 105 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,203 | add_log_gradients_hook | def add_log_gradients_hook(
self,
module: "torch.nn.Module",
name: str = "",
prefix: str = "",
log_freq: int = 0,
) -> None:
"""This instruments hooks into the pytorch module
log gradients after a backward pass
log_freq - log gradients/parameters every... | python | wandb/wandb_torch.py | 121 | 145 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,204 | log_tensor_stats | def log_tensor_stats(self, tensor, name):
"""Add distribution statistics on a tensor's elements to the current History entry"""
# TODO Handle the case of duplicate names.
if isinstance(tensor, tuple) or isinstance(tensor, list):
while (isinstance(tensor, tuple) or isinstance(tensor,... | python | wandb/wandb_torch.py | 147 | 259 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,205 | _hook_variable_gradient_stats | def _hook_variable_gradient_stats(self, var, name, log_track):
"""Logs a Variable's gradient's distribution statistics next time backward()
is called on it.
"""
if not isinstance(var, torch.autograd.Variable):
cls = type(var)
raise TypeError(
"Expe... | python | wandb/wandb_torch.py | 261 | 284 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,206 | _callback | def _callback(grad, log_track):
if not log_track_update(log_track):
return
self.log_tensor_stats(grad.data, name) | python | wandb/wandb_torch.py | 277 | 280 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,207 | unhook_all | def unhook_all(self):
for handle in self._hook_handles.values():
handle.remove()
self._hook_handles = [] | python | wandb/wandb_torch.py | 286 | 289 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,208 | unhook | def unhook(self, name):
handle = self._hook_handles.pop(name)
handle.remove() | python | wandb/wandb_torch.py | 291 | 293 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,209 | _torch_hook_handle_is_valid | def _torch_hook_handle_is_valid(self, handle):
d = handle.hooks_dict_ref()
if d is None:
return False
else:
return handle.id in d | python | wandb/wandb_torch.py | 295 | 300 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,210 | _no_finite_values | def _no_finite_values(self, tensor: "torch.Tensor") -> bool:
return tensor.shape == torch.Size([0]) or (~torch.isfinite(tensor)).all().item() | python | wandb/wandb_torch.py | 302 | 303 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,211 | _remove_infs_nans | def _remove_infs_nans(self, tensor: "torch.Tensor") -> "torch.Tensor":
if not torch.isfinite(tensor).all():
tensor = tensor[torch.isfinite(tensor)]
return tensor | python | wandb/wandb_torch.py | 305 | 309 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,212 | __init__ | def __init__(self):
super().__init__("torch")
self._graph_hooks = set() | python | wandb/wandb_torch.py | 313 | 315 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,213 | hook_torch | def hook_torch(cls, model, criterion=None, graph_idx=0):
wandb.termlog("logging graph, to disable use `wandb.watch(log_graph=False)`")
graph = TorchGraph()
graph.hook_torch_modules(model, criterion, graph_idx=graph_idx)
return graph | python | wandb/wandb_torch.py | 318 | 322 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,214 | create_forward_hook | def create_forward_hook(self, name, graph_idx):
graph = self
def after_forward_hook(module, input, output):
if id(module) not in self._graph_hooks:
# hook already processed -> noop
return
if not isinstance(output, tuple):
output = ... | python | wandb/wandb_torch.py | 324 | 367 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,215 | after_forward_hook | def after_forward_hook(module, input, output):
if id(module) not in self._graph_hooks:
# hook already processed -> noop
return
if not isinstance(output, tuple):
output = (output,)
parameters = [
(pname, list(param.size()... | python | wandb/wandb_torch.py | 327 | 365 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,216 | hook_torch_modules | def hook_torch_modules(
self, module, criterion=None, prefix=None, graph_idx=0, parent=None
):
torch = util.get_module("torch", "Could not import torch")
layers = 0
graph = self
if hasattr(module, "_wandb_watch_called") and module._wandb_watch_called:
raise ValueE... | python | wandb/wandb_torch.py | 369 | 430 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,217 | from_torch_layers | def from_torch_layers(cls, module_graph, variable):
"""Recover something like neural net layers from PyTorch Module's and the
compute graph from a Variable.
Example output for a multi-layer RNN. We confusingly assign shared embedding values
to the encoder, but ordered next to the decode... | python | wandb/wandb_torch.py | 433 | 548 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,218 | node_from_module | def node_from_module(cls, nid, module):
numpy = util.get_module("numpy", "Could not import numpy")
node = wandb.Node()
node.id = nid
node.child_parameters = 0
for parameter in module.parameters():
node.child_parameters += numpy.prod(parameter.size())
node.cla... | python | wandb/wandb_torch.py | 551 | 561 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,219 | __init__ | def __init__(
self, env=None, command=None, function=None, run_id=None, in_jupyter=None
):
self._popen = None
self._proc = None
self._finished_q = multiprocessing.Queue()
self._proc_killed = False
if command:
if platform.system() == "Windows":
... | python | wandb/wandb_agent.py | 33 | 54 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,220 | _start | def _start(self, finished_q, env, function, run_id, in_jupyter):
if env:
for k, v in env.items():
os.environ[k] = v
# call user function
print("wandb: Agent Started Run:", run_id)
if function:
function()
print("wandb: Agent Finished Run:",... | python | wandb/wandb_agent.py | 56 | 73 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,221 | poll | def poll(self):
if self._popen:
return self._popen.poll()
if self._proc_killed:
# we need to join process to prevent zombies
self._proc.join()
return True
try:
finished = self._finished_q.get(False, 0)
if finished:
... | python | wandb/wandb_agent.py | 75 | 88 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,222 | wait | def wait(self):
if self._popen:
# if on windows, wait() will block and we wont be able to interrupt
if platform.system() == "Windows":
try:
while True:
p = self._popen.poll()
if p is not None:
... | python | wandb/wandb_agent.py | 90 | 103 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,223 | kill | def kill(self):
if self._popen:
return self._popen.kill()
pid = self._proc.pid
if pid:
ret = os.kill(pid, signal.SIGKILL)
self._proc_killed = True
return ret
return | python | wandb/wandb_agent.py | 105 | 113 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,224 | terminate | def terminate(self):
if self._popen:
# windows terminate is too strong, send Ctrl-C instead
if platform.system() == "Windows":
return self._popen.send_signal(signal.CTRL_C_EVENT)
return self._popen.terminate()
return self._proc.terminate() | python | wandb/wandb_agent.py | 115 | 121 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,225 | _create_sweep_command_args | def _create_sweep_command_args(command: Dict) -> Dict[str, Any]:
"""Create various formats of command arguments for the agent.
Raises:
ValueError: improperly formatted command dict
"""
if "args" not in command:
raise ValueError('No "args" found in command: %s' % command)
# four dif... | python | wandb/wandb_agent.py | 124 | 162 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,226 | __init__ | def __init__(
self, api, queue, sweep_id=None, function=None, in_jupyter=None, count=None
):
self._api = api
self._queue = queue
self._run_processes = {} # keyed by run.id (GQL run name)
self._server_responses = []
self._sweep_id = sweep_id
self._in_jupyter =... | python | wandb/wandb_agent.py | 180 | 210 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,227 | is_flapping | def is_flapping(self):
"""Determine if the process is flapping.
Flapping occurs if the agents receives FLAPPING_MAX_FAILURES non-0 exit codes in
the first FLAPPING_MAX_SECONDS.
"""
if os.getenv(wandb.env.AGENT_DISABLE_FLAPPING) == "true":
return False
if time... | python | wandb/wandb_agent.py | 212 | 221 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,228 | is_failing | def is_failing(self):
return (
self._failed >= self._finished
and self._max_initial_failures <= self._failed
) | python | wandb/wandb_agent.py | 223 | 227 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,229 | run | def run(self): # noqa: C901
# TODO: catch exceptions, handle errors, show validation warnings, and make more generic
sweep_obj = self._api.sweep(self._sweep_id, "{}")
if sweep_obj:
sweep_yaml = sweep_obj.get("config")
if sweep_yaml:
sweep_config = yaml.sa... | python | wandb/wandb_agent.py | 229 | 351 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,230 | _process_command | def _process_command(self, command):
logger.info(
"Agent received command: %s"
% (command["type"] if "type" in command else "Unknown")
)
response = {
"id": command.get("id"),
"result": None,
}
try:
command_type = command... | python | wandb/wandb_agent.py | 353 | 384 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,231 | _create_sweep_command | def _create_sweep_command(command: Optional[List] = None) -> List:
"""Return sweep command, filling in environment variable macros."""
# Start from default sweep command
command = command or Agent.DEFAULT_SWEEP_COMMAND
for i, chunk in enumerate(command):
# Replace environment... | python | wandb/wandb_agent.py | 387 | 401 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,232 | _command_run | def _command_run(self, command):
logger.info(
"Agent starting run with config:\n"
+ "\n".join(
["\t{}: {}".format(k, v["value"]) for k, v in command["args"].items()]
)
)
if self._in_jupyter:
print(
"wandb: Agent Star... | python | wandb/wandb_agent.py | 403 | 487 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,233 | _command_stop | def _command_stop(self, command):
run_id = command["run_id"]
if run_id in self._run_processes:
proc = self._run_processes[run_id]
now = util.stopwatch_now()
if proc.last_sigterm_time is None:
proc.last_sigterm_time = now
logger.info("St... | python | wandb/wandb_agent.py | 489 | 508 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,234 | _command_exit | def _command_exit(self, command):
logger.info("Received exit command. Killing runs and quitting.")
for _, proc in self._run_processes.items():
try:
proc.kill()
except OSError:
# process is already dead
pass
self._running = F... | python | wandb/wandb_agent.py | 510 | 518 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,235 | __init__ | def __init__(self, queue):
self._queue = queue
self._command_id = 0
self._multiproc_manager = multiprocessing.Manager() | python | wandb/wandb_agent.py | 522 | 525 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,236 | command | def command(self, command):
command["origin"] = "local"
command["id"] = "local-%s" % self._command_id
self._command_id += 1
resp_queue = self._multiproc_manager.Queue()
command["resp_queue"] = resp_queue
self._queue.put(command)
result = resp_queue.get()
p... | python | wandb/wandb_agent.py | 527 | 541 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,237 | run_agent | def run_agent(
sweep_id, function=None, in_jupyter=None, entity=None, project=None, count=None
):
parts = dict(entity=entity, project=project, name=sweep_id)
err = util.parse_sweep_id(parts)
if err:
wandb.termerror(err)
return
entity = parts.get("entity") or entity
project = part... | python | wandb/wandb_agent.py | 544 | 589 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,238 | agent | def agent(sweep_id, function=None, entity=None, project=None, count=None):
"""Run a function or program with configuration parameters specified by server.
Generic agent entrypoint, used for CLI or jupyter.
Arguments:
sweep_id: (dict) Sweep ID generated by CLI or sweep API
function: (func, ... | python | wandb/wandb_agent.py | 592 | 650 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,239 | _is_running | def _is_running():
return bool(_INSTANCES) | python | wandb/wandb_agent.py | 656 | 657 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,240 | __init__ | def __init__(self, id: str, data: Table) -> None:
self._id = id
self._data = data | python | wandb/viz.py | 8 | 10 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,241 | get_config_value | def get_config_value(self, key: str) -> Dict[str, Any]:
return {
"id": self._id,
"historyFieldSettings": {"x-axis": "_step", "key": key},
} | python | wandb/viz.py | 12 | 16 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,242 | get_config_key | def get_config_key(key: str) -> Tuple[str, str, str]:
return "_wandb", "viz", key | python | wandb/viz.py | 19 | 20 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,243 | value | def value(self) -> Table:
return self._data | python | wandb/viz.py | 23 | 24 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,244 | __init__ | def __init__(
self,
id: str,
data: Table,
fields: Dict[str, Any],
string_fields: Dict[str, Any],
) -> None:
self._id = id
self._data = data
self._fields = fields
self._string_fields = string_fields | python | wandb/viz.py | 28 | 38 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,245 | get_config_value | def get_config_value(
self,
panel_type: str,
query: Dict[str, Any],
) -> Dict[str, Any]:
return {
"panel_type": panel_type,
"panel_config": {
"panelDefId": self._id,
"fieldSettings": self._fields,
"stringSettings... | python | wandb/viz.py | 40 | 54 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,246 | get_config_key | def get_config_key(key: str) -> Tuple[str, str, str]:
return "_wandb", "visualize", key | python | wandb/viz.py | 57 | 58 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,247 | user_query | def user_query(table_key: str) -> Dict[str, Any]:
return {
"queryFields": [
{
"name": "runSets",
"args": [{"name": "runSets", "value": "${runSets}"}],
"fields": [
{"name": "id", "fields": []},
... | python | wandb/viz.py | 61 | 79 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,248 | table | def table(self) -> Table:
return self._data | python | wandb/viz.py | 82 | 83 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,249 | fields | def fields(self) -> Dict[str, Any]:
return self._fields | python | wandb/viz.py | 86 | 87 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,250 | string_fields | def string_fields(self) -> Dict[str, Any]:
return self._string_fields | python | wandb/viz.py | 90 | 91 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,251 | custom_chart | def custom_chart(
vega_spec_name: str,
data_table: Table,
fields: Dict[str, Any],
string_fields: Dict[str, Any] = {},
) -> CustomChart:
if not isinstance(data_table, Table):
raise Error(
f"Expected `data_table` to be `wandb.Table` type, instead got {type(data_table).__name__}"
... | python | wandb/viz.py | 94 | 109 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,252 | visualize | def visualize(id: str, value: Table) -> Visualize:
if not isinstance(value, Table):
raise Error(
f"Expected `value` to be `wandb.Table` type, instead got {type(value).__name__}"
)
return Visualize(id=id, data=value) | python | wandb/viz.py | 112 | 117 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,253 | reset | def reset():
_triggers.clear() | python | wandb/trigger.py | 14 | 15 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,254 | register | def register(event: str, func: Callable):
_triggers.setdefault(event, []).append(func) | python | wandb/trigger.py | 18 | 19 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,255 | call | def call(event_str: str, *args: Any, **kwargs: Any):
for func in _triggers.get(event_str, []):
func(*args, **kwargs) | python | wandb/trigger.py | 22 | 24 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,256 | unregister | def unregister(event: str, func: Callable):
_triggers[event].remove(func) | python | wandb/trigger.py | 27 | 28 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,257 | magics_class | def magics_class(*args, **kwargs):
return lambda *args, **kwargs: None | python | wandb/jupyter.py | 28 | 29 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,258 | magic_arguments | def magic_arguments(*args, **kwargs):
return lambda *args, **kwargs: None | python | wandb/jupyter.py | 31 | 32 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,259 | argument | def argument(*args, **kwargs):
return lambda *args, **kwargs: None | python | wandb/jupyter.py | 34 | 35 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,260 | line_cell_magic | def line_cell_magic(*args, **kwargs):
return lambda *args, **kwargs: None | python | wandb/jupyter.py | 37 | 38 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,261 | maybe_display | def maybe_display():
"""Display a run if the user added cell magic and we have run."""
if __IFrame is not None:
return __IFrame.maybe_display()
return False | python | wandb/jupyter.py | 46 | 50 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,262 | quiet | def quiet():
if __IFrame is not None:
return __IFrame.opts.get("quiet")
return False | python | wandb/jupyter.py | 53 | 56 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,263 | __init__ | def __init__(self, path=None, opts=None):
self.path = path
self.api = wandb.Api()
self.opts = opts or {}
self.displayed = False
self.height = self.opts.get("height", 420) | python | wandb/jupyter.py | 60 | 65 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,264 | maybe_display | def maybe_display(self) -> bool:
if not self.displayed and (self.path or wandb.run):
display(self)
return self.displayed | python | wandb/jupyter.py | 67 | 70 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,265 | _repr_html_ | def _repr_html_(self):
try:
self.displayed = True
if self.opts.get("workspace", False):
if self.path is None and wandb.run:
self.path = wandb.run.path
if isinstance(self.path, str):
object = self.api.from_path(self.path)
... | python | wandb/jupyter.py | 72 | 96 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,266 | __init__ | def __init__(self, shell, require_interaction=False):
super().__init__(shell)
self.options = {} | python | wandb/jupyter.py | 101 | 103 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,267 | wandb | def wandb(self, line, cell=None):
"""Display wandb resources in jupyter. This can be used as cell or line magic.
%wandb USERNAME/PROJECT/runs/RUN_ID
---
%%wandb -h 1024
with wandb.init() as run:
run.log({"loss": 1})
"""
# Record options
args ... | python | wandb/jupyter.py | 134 | 158 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,268 | notebook_metadata_from_jupyter_servers_and_kernel_id | def notebook_metadata_from_jupyter_servers_and_kernel_id():
servers, kernel_id = jupyter_servers_and_kernel_id()
for s in servers:
if s.get("password"):
raise ValueError("Can't query password protected kernel")
res = requests.get(
urljoin(s["url"], "api/sessions"), params... | python | wandb/jupyter.py | 161 | 179 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,269 | notebook_metadata | def notebook_metadata(silent) -> Dict[str, str]:
"""Attempt to query jupyter for the path and name of the notebook file.
This can handle different jupyter environments, specifically:
1. Colab
2. Kaggle
3. JupyterLab
4. Notebooks
5. Other?
"""
error_message = (
"Failed to de... | python | wandb/jupyter.py | 182 | 232 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,270 | jupyter_servers_and_kernel_id | def jupyter_servers_and_kernel_id():
"""Return a list of servers and the current kernel_id.
Used to query for the name of the notebook.
"""
try:
import ipykernel
kernel_id = re.search(
"kernel-(.*).json", ipykernel.connect.get_connection_file()
).group(1)
# ... | python | wandb/jupyter.py | 235 | 256 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,271 | attempt_colab_load_ipynb | def attempt_colab_load_ipynb():
colab = wandb.util.get_module("google.colab")
if colab:
# This isn't thread safe, never call in a thread
response = colab._message.blocking_request("get_ipynb", timeout_sec=5)
if response:
return response["ipynb"] | python | wandb/jupyter.py | 259 | 265 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,272 | attempt_kaggle_load_ipynb | def attempt_kaggle_load_ipynb():
kaggle = wandb.util.get_module("kaggle_session")
if kaggle:
try:
client = kaggle.UserSessionClient()
parsed = json.loads(client.get_exportable_ipynb()["source"])
# TODO: couldn't find a way to get the name of the notebook...
... | python | wandb/jupyter.py | 268 | 279 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,273 | attempt_colab_login | def attempt_colab_login(app_url):
"""This renders an iframe to wandb in the hopes it posts back an api key."""
from google.colab import output
from google.colab._message import MessageError
from IPython import display
display.display(
display.Javascript(
"""
window._wand... | python | wandb/jupyter.py | 282 | 325 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,274 | __init__ | def __init__(self, settings):
self.outputs = {}
self.settings = settings
self.shell = get_ipython() | python | wandb/jupyter.py | 329 | 332 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,275 | save_display | def save_display(self, exc_count, data_with_metadata):
self.outputs[exc_count] = self.outputs.get(exc_count, [])
# byte values such as images need to be encoded in base64
# otherwise nbformat.v4.new_output will throw a NotebookValidationError
data = data_with_metadata["data"]
b6... | python | wandb/jupyter.py | 334 | 350 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,276 | probe_ipynb | def probe_ipynb(self):
"""Return notebook as dict or None."""
relpath = self.settings._jupyter_path
if relpath:
if os.path.exists(relpath):
with open(relpath) as json_file:
data = json.load(json_file)
return data
colab_... | python | wandb/jupyter.py | 352 | 369 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,277 | save_ipynb | def save_ipynb(self) -> bool:
if not self.settings.save_code:
logger.info("not saving jupyter notebook")
return False
ret = False
try:
ret = self._save_ipynb()
except Exception as e:
logger.info(f"Problem saving notebook: {repr(e)}")
... | python | wandb/jupyter.py | 371 | 380 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,278 | _save_ipynb | def _save_ipynb(self) -> bool:
relpath = self.settings._jupyter_path
logger.info("looking for notebook: %s", relpath)
if relpath:
if os.path.exists(relpath):
shutil.copy(
relpath,
os.path.join(
self.setti... | python | wandb/jupyter.py | 382 | 430 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,279 | save_history | def save_history(self):
"""This saves all cell executions in the current session as a new notebook."""
try:
from nbformat import v4, validator, write
except ImportError:
logger.error("Run pip install nbformat to save notebook history")
return
# TODO: s... | python | wandb/jupyter.py | 432 | 501 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,280 | _add_any | def _add_any(
artifact: ArtifactInterface,
path_or_obj: Union[
str, ArtifactManifestEntry, data_types.WBValue
], # todo: add dataframe
name: Optional[str],
) -> Any:
"""Add an object to an artifact.
High-level wrapper to add object(s) to an artifact - calls any of the .add* methods
... | python | wandb/beta/workflows.py | 12 | 52 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,281 | _log_artifact_version | def _log_artifact_version(
name: str,
type: str,
entries: Dict[str, Union[str, ArtifactManifestEntry, data_types.WBValue]],
aliases: Optional[Union[str, List[str]]] = None,
description: Optional[str] = None,
metadata: Optional[dict] = None,
project: Optional[str] = None,
scope_project: O... | python | wandb/beta/workflows.py | 55 | 111 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,282 | log_model | def log_model(
model_obj: Any,
name: str = "model",
aliases: Optional[Union[str, List[str]]] = None,
description: Optional[str] = None,
metadata: Optional[dict] = None,
project: Optional[str] = None,
scope_project: Optional[bool] = None,
**kwargs: Dict[str, Any],
) -> "_SavedModel":
... | python | wandb/beta/workflows.py | 114 | 184 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,283 | use_model | def use_model(aliased_path: str) -> "_SavedModel":
"""Fetch a saved model from an alias.
Under the hood, we use the alias to fetch the model artifact containing the
serialized model files and rebuild the model object from these files. We also
declare the fetched model artifact as an input to the run (w... | python | wandb/beta/workflows.py | 187 | 228 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,284 | link_model | def link_model(
model: "_SavedModel",
target_path: str,
aliases: Optional[Union[str, List[str]]] = None,
) -> None:
"""Link the given model to a portfolio.
A portfolio is a promoted collection which contains (in this case) model artifacts.
Linking to a portfolio allows for useful model-centric ... | python | wandb/beta/workflows.py | 231 | 284 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,285 | find_config_file | def find_config_file(config_path: Optional[str] = None) -> Optional[str]:
paths = list(
filter(
None,
[
config_path, # 1
config_path_from_environment(), # 2
os.path.join(home_dir(), DOCKER_CONFIG_FILENAME), # 3
os.pat... | python | wandb/docker/auth.py | 37 | 59 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,286 | config_path_from_environment | def config_path_from_environment() -> Optional[str]:
config_dir = os.environ.get("DOCKER_CONFIG")
if not config_dir:
return None
return os.path.join(config_dir, os.path.basename(DOCKER_CONFIG_FILENAME)) | python | wandb/docker/auth.py | 62 | 66 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,287 | home_dir | def home_dir() -> str:
"""Get the user's home directory.
Uses the same logic as the Docker Engine client - use %USERPROFILE% on Windows,
$HOME/getuid on POSIX.
"""
if IS_WINDOWS_PLATFORM:
return os.environ.get("USERPROFILE", "")
else:
return os.path.expanduser("~") | python | wandb/docker/auth.py | 69 | 78 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,288 | load_general_config | def load_general_config(config_path: Optional[str] = None) -> Dict:
config_file = find_config_file(config_path)
if not config_file:
return {}
try:
with open(config_file) as f:
conf: Dict = json.load(f)
return conf
except (OSError, ValueError) as e:
# In ... | python | wandb/docker/auth.py | 81 | 97 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,289 | resolve_repository_name | def resolve_repository_name(repo_name: str) -> Tuple[str, str]:
if "://" in repo_name:
raise InvalidRepositoryError(
f"Repository name cannot contain a scheme ({repo_name})"
)
index_name, remote_name = split_repo_name(repo_name)
if index_name[0] == "-" or index_name[-1] == "-":
... | python | wandb/docker/auth.py | 100 | 112 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,290 | resolve_index_name | def resolve_index_name(index_name: str) -> str:
index_name = convert_to_hostname(index_name)
if index_name == "index." + INDEX_NAME:
index_name = INDEX_NAME
return index_name | python | wandb/docker/auth.py | 115 | 119 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,291 | split_repo_name | def split_repo_name(repo_name: str) -> Tuple[str, str]:
parts = repo_name.split("/", 1)
if len(parts) == 1 or (
"." not in parts[0] and ":" not in parts[0] and parts[0] != "localhost"
):
# This is a docker index repo (ex: username/foobar or ubuntu)
return INDEX_NAME, repo_name
re... | python | wandb/docker/auth.py | 122 | 129 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,292 | get_credential_store | def get_credential_store(authconfig: Dict, registry: str) -> Optional[str]:
if not isinstance(authconfig, AuthConfig):
authconfig = AuthConfig(authconfig)
return authconfig.get_credential_store(registry) | python | wandb/docker/auth.py | 132 | 135 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,293 | __init__ | def __init__(self, dct: Dict, credstore_env: Optional[Mapping] = None) -> None:
super().__init__(dct)
if "auths" not in dct:
dct["auths"] = {}
self.update(dct)
self._credstore_env = credstore_env
self._stores: Dict[str, "dockerpycreds.Store"] = dict() | python | wandb/docker/auth.py | 139 | 145 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,294 | parse_auth | def parse_auth(
cls,
entries: Dict[str, Dict[str, Any]],
raise_on_error: bool = False,
) -> Dict[str, Dict[str, Any]]:
"""Parse authentication entries.
Arguments:
entries: Dict of authentication entries.
raise_on_error: If set to true, an invalid f... | python | wandb/docker/auth.py | 148 | 204 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,295 | load_config | def load_config(
cls,
config_path: Optional[str],
config_dict: Optional[Dict[str, Any]],
credstore_env: Optional[Mapping] = None,
) -> "AuthConfig":
"""Load authentication data from a Docker configuration file.
If the config_path is not passed in it looks for a confi... | python | wandb/docker/auth.py | 207 | 257 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,296 | auths | def auths(self) -> Dict[str, Dict[str, Any]]:
return self.get("auths", {}) | python | wandb/docker/auth.py | 260 | 261 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,297 | creds_store | def creds_store(self) -> Optional[str]:
return self.get("credsStore", None) | python | wandb/docker/auth.py | 264 | 265 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,298 | cred_helpers | def cred_helpers(self) -> Dict:
return self.get("credHelpers", {}) | python | wandb/docker/auth.py | 268 | 269 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,299 | is_empty | def is_empty(self) -> bool:
return not self.auths and not self.creds_store and not self.cred_helpers | python | wandb/docker/auth.py | 272 | 273 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
1,300 | resolve_authconfig | def resolve_authconfig(
self, registry: Optional[str] = None
) -> Optional[Dict[str, Any]]:
"""Return the authentication data for a specific registry.
As with the Docker client, legacy entries in the config with full URLs are
stripped down to hostnames before checking for a match. R... | python | wandb/docker/auth.py | 275 | 307 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
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