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 |
|---|---|---|---|---|---|---|---|
4,001 | __init__ | def __init__(self, api: Api, config: Dict[str, Any]):
"""Initialize a launch agent.
Arguments:
api: Api object to use for making requests to the backend.
config: Config dictionary for the agent.
"""
self._entity = config["entity"]
self._project = config["... | python | wandb/sdk/launch/agent/agent.py | 127 | 174 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,002 | fail_run_queue_item | def fail_run_queue_item(self, run_queue_item_id: str) -> None:
if self._gorilla_supports_fail_run_queue_items:
self._api.fail_run_queue_item(run_queue_item_id) | python | wandb/sdk/launch/agent/agent.py | 176 | 178 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,003 | thread_ids | def thread_ids(self) -> List[int]:
"""Returns a list of keys running thread ids for the agent."""
with self._jobs_lock:
return list(self._jobs.keys()) | python | wandb/sdk/launch/agent/agent.py | 181 | 184 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,004 | num_running_schedulers | def num_running_schedulers(self) -> int:
"""Return just the number of schedulers."""
with self._jobs_lock:
return len([x for x in self._jobs if self._jobs[x].is_scheduler]) | python | wandb/sdk/launch/agent/agent.py | 187 | 190 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,005 | num_running_jobs | def num_running_jobs(self) -> int:
"""Return the number of jobs not including schedulers."""
with self._jobs_lock:
return len([x for x in self._jobs if not self._jobs[x].is_scheduler]) | python | wandb/sdk/launch/agent/agent.py | 193 | 196 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,006 | pop_from_queue | def pop_from_queue(self, queue: str) -> Any:
"""Pops an item off the runqueue to run as a job.
Arguments:
queue: Queue to pop from.
Returns:
Item popped off the queue.
Raises:
Exception: if there is an error popping from the queue.
"""
... | python | wandb/sdk/launch/agent/agent.py | 198 | 220 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,007 | print_status | def print_status(self) -> None:
"""Prints the current status of the agent."""
output_str = "agent "
if self._name:
output_str += f"{self._name} "
if self.num_running_jobs < self._max_jobs:
output_str += "polling on "
if self._project != LAUNCH_DEFAULT_... | python | wandb/sdk/launch/agent/agent.py | 222 | 240 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,008 | update_status | def update_status(self, status: str) -> None:
"""Update the status of the agent.
Arguments:
status: Status to update the agent to.
"""
update_ret = self._api.update_launch_agent_status(
self._id, status, self.gorilla_supports_agents
)
if not updat... | python | wandb/sdk/launch/agent/agent.py | 242 | 252 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,009 | finish_thread_id | def finish_thread_id(self, thread_id: int) -> None:
"""Removes the job from our list for now."""
job_and_run_status = self._jobs[thread_id]
if not job_and_run_status.run_id or not job_and_run_status.project:
self.fail_run_queue_item(job_and_run_status.run_queue_item_id)
else:... | python | wandb/sdk/launch/agent/agent.py | 254 | 280 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,010 | _update_finished | def _update_finished(self, thread_id: int) -> None:
"""Check our status enum."""
with self._jobs_lock:
job = self._jobs[thread_id]
if job.job_completed:
self.finish_thread_id(thread_id) | python | wandb/sdk/launch/agent/agent.py | 282 | 287 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,011 | run_job | def run_job(self, job: Dict[str, Any]) -> None:
"""Set up project and run the job.
Arguments:
job: Job to run.
"""
_msg = f"{LOG_PREFIX}Launch agent received job:\n{pprint.pformat(job)}\n"
wandb.termlog(_msg)
_logger.info(_msg)
# update agent status
... | python | wandb/sdk/launch/agent/agent.py | 289 | 319 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,012 | loop | def loop(self) -> None:
"""Loop infinitely to poll for jobs and run them.
Raises:
KeyboardInterrupt: if the agent is requested to stop.
"""
self.print_status()
try:
while True:
self._ticks += 1
agent_response = self._api.ge... | python | wandb/sdk/launch/agent/agent.py | 321 | 387 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,013 | thread_run_job | def thread_run_job(
self,
launch_spec: Dict[str, Any],
job: Dict[str, Any],
default_config: Dict[str, Any],
api: Api,
) -> None:
thread_id = threading.current_thread().ident
assert thread_id is not None
try:
self._thread_run_job(launch_spec... | python | wandb/sdk/launch/agent/agent.py | 390 | 410 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,014 | _thread_run_job | def _thread_run_job(
self,
launch_spec: Dict[str, Any],
job: Dict[str, Any],
default_config: Dict[str, Any],
api: Api,
thread_id: int,
) -> None:
job_tracker = JobAndRunStatus(job["runQueueItemId"])
with self._jobs_lock:
self._jobs[thread_i... | python | wandb/sdk/launch/agent/agent.py | 412 | 470 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,015 | _check_run_finished | def _check_run_finished(self, job_tracker: JobAndRunStatus) -> bool:
if job_tracker.completed:
return True
# the run can be done before the run has started
# but can also be none if the run failed to start
# so if there is no run, either the run hasn't started yet
# ... | python | wandb/sdk/launch/agent/agent.py | 472 | 515 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,016 | __init__ | def __init__(
self,
*args: Any,
num_workers: int = 8,
heartbeat_queue_timeout: float = 1.0,
heartbeat_queue_sleep: float = 1.0,
**kwargs: Any,
):
super().__init__(*args, **kwargs)
self._num_workers: int = num_workers
# Thread will pop items off... | python | wandb/sdk/launch/sweeps/scheduler_sweep.py | 27 | 42 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,017 | _start | def _start(self) -> None:
for worker_id in range(self._num_workers):
_logger.debug(f"{LOG_PREFIX}Starting AgentHeartbeat worker {worker_id}\n")
agent_config = self._api.register_agent(
f"{socket.gethostname()}-{worker_id}", # host
sweep_id=self._sweep_id,... | python | wandb/sdk/launch/sweeps/scheduler_sweep.py | 44 | 56 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,018 | _get_sweep_commands | def _get_sweep_commands(self, worker_id: int) -> List[Dict[str, Any]]:
# AgentHeartbeat wants a Dict of runs which are running or queued
_run_states: Dict[str, bool] = {}
for run_id, run in self._yield_runs():
# Filter out runs that are from a different worker thread
if r... | python | wandb/sdk/launch/sweeps/scheduler_sweep.py | 58 | 74 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,019 | _heartbeat | def _heartbeat(self, worker_id: int) -> bool:
# Make sure Scheduler is alive
if not self.is_alive():
return False
elif self.state == SchedulerState.FLUSH_RUNS:
# already hit run_cap, just noop
return False
commands: List[Dict[str, Any]] = self._get_sw... | python | wandb/sdk/launch/sweeps/scheduler_sweep.py | 76 | 119 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,020 | _run | def _run(self) -> None:
# Go through all workers and heartbeat
for worker_id in self._workers:
self._heartbeat(worker_id)
for _worker_id in self._workers:
try:
run: SweepRun = self._heartbeat_queue.get(
timeout=self._heartbeat_queue_ti... | python | wandb/sdk/launch/sweeps/scheduler_sweep.py | 121 | 147 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,021 | _exit | def _exit(self) -> None:
pass | python | wandb/sdk/launch/sweeps/scheduler_sweep.py | 149 | 150 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,022 | _import_sweep_scheduler | def _import_sweep_scheduler() -> Any:
from .scheduler_sweep import SweepScheduler
return SweepScheduler | python | wandb/sdk/launch/sweeps/__init__.py | 15 | 18 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,023 | load_scheduler | def load_scheduler(scheduler_name: str) -> Any:
scheduler_name = scheduler_name.lower()
if scheduler_name not in _WANDB_SCHEDULERS:
raise SchedulerError(
f"The `scheduler_name` argument must be one of "
f"{list(_WANDB_SCHEDULERS.keys())}, got: {scheduler_name}"
)
log... | python | wandb/sdk/launch/sweeps/__init__.py | 26 | 36 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,024 | __init__ | def __init__(
self,
api: Api,
*args: Optional[Any],
sweep_id: Optional[str] = None,
entity: Optional[str] = None,
project: Optional[str] = None,
project_queue: Optional[str] = None,
**kwargs: Optional[Any],
):
self._api = api
self._enti... | python | wandb/sdk/launch/sweeps/scheduler.py | 64 | 110 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,025 | _start | def _start(self) -> None:
pass | python | wandb/sdk/launch/sweeps/scheduler.py | 113 | 114 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,026 | _run | def _run(self) -> None:
pass | python | wandb/sdk/launch/sweeps/scheduler.py | 117 | 118 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,027 | _exit | def _exit(self) -> None:
pass | python | wandb/sdk/launch/sweeps/scheduler.py | 121 | 122 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,028 | state | def state(self) -> SchedulerState:
_logger.debug(f"{LOG_PREFIX}Scheduler state is {self._state.name}")
return self._state | python | wandb/sdk/launch/sweeps/scheduler.py | 125 | 127 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,029 | state | def state(self, value: SchedulerState) -> None:
_logger.debug(f"{LOG_PREFIX}Scheduler was {self.state.name} is {value.name}")
self._state = value | python | wandb/sdk/launch/sweeps/scheduler.py | 130 | 132 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,030 | is_alive | def is_alive(self) -> bool:
if self.state in [
SchedulerState.COMPLETED,
SchedulerState.FAILED,
SchedulerState.STOPPED,
SchedulerState.CANCELLED,
]:
return False
return True | python | wandb/sdk/launch/sweeps/scheduler.py | 134 | 142 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,031 | start | def start(self) -> None:
"""Start a scheduler, confirms prerequisites, begins execution loop."""
wandb.termlog(f"{LOG_PREFIX}Scheduler starting.")
if not self.is_alive():
wandb.termerror(
f"{LOG_PREFIX}Sweep already {self.state.name.lower()}! Exiting..."
)... | python | wandb/sdk/launch/sweeps/scheduler.py | 144 | 162 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,032 | run | def run(self) -> None:
"""Main run function for all external schedulers."""
wandb.termlog(f"{LOG_PREFIX}Scheduler Running.")
self.state = SchedulerState.RUNNING
try:
while True:
if not self.is_alive():
break
self._update_run... | python | wandb/sdk/launch/sweeps/scheduler.py | 164 | 191 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,033 | exit | def exit(self) -> None:
self._exit()
if self.state not in [
SchedulerState.COMPLETED,
SchedulerState.STOPPED,
]:
self.state = SchedulerState.FAILED
self._stop_runs() | python | wandb/sdk/launch/sweeps/scheduler.py | 193 | 200 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,034 | _try_load_executable | def _try_load_executable(self) -> bool:
"""Check existance of valid executable for a run.
logs and returns False when job is unreachable
"""
if self._kwargs.get("job"):
_public_api = public.Api()
try:
_job_artifact = _public_api.artifact(self._kwa... | python | wandb/sdk/launch/sweeps/scheduler.py | 202 | 222 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,035 | _yield_runs | def _yield_runs(self) -> Iterator[Tuple[str, SweepRun]]:
"""Thread-safe way to iterate over the runs."""
with self._threading_lock:
yield from self._runs.items() | python | wandb/sdk/launch/sweeps/scheduler.py | 224 | 227 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,036 | _stop_runs | def _stop_runs(self) -> None:
for run_id, _ in self._yield_runs():
wandb.termlog(f"{LOG_PREFIX}Stopping run {run_id}.")
self._stop_run(run_id) | python | wandb/sdk/launch/sweeps/scheduler.py | 229 | 232 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,037 | _stop_run | def _stop_run(self, run_id: str) -> None:
"""Stop a run and removes it from the scheduler."""
if run_id in self._runs:
run: SweepRun = self._runs[run_id]
run.state = RunState.DEAD
# TODO(hupo): Send command to backend to stop run
wandb.termlog(f"{LOG_PREFI... | python | wandb/sdk/launch/sweeps/scheduler.py | 234 | 240 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,038 | _update_run_states | def _update_run_states(self) -> None:
"""Iterate through runs.
Get state from backend and deletes runs if not in running state. Threadsafe.
"""
_runs_to_remove: List[str] = []
for run_id, run in self._yield_runs():
try:
_state = self._api.get_run_stat... | python | wandb/sdk/launch/sweeps/scheduler.py | 242 | 285 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,039 | _add_to_launch_queue | def _add_to_launch_queue(
self,
run_id: Optional[str] = None,
entry_point: Optional[List[str]] = None,
config: Optional[Dict[str, Any]] = None,
) -> "public.QueuedRun":
"""Add a launch job to the Launch RunQueue.
run_id: supplied by gorilla from agentHeartbeat
... | python | wandb/sdk/launch/sweeps/scheduler.py | 287 | 336 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,040 | verify | def verify(self) -> None:
"""Verify that the registry is configured correctly."""
raise NotImplementedError | python | wandb/sdk/launch/registry/abstract.py | 14 | 16 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,041 | get_username_password | def get_username_password(self) -> Tuple[str, str]:
"""Get the username and password for the registry.
Returns:
(str, str): The username and password.
"""
raise NotImplementedError | python | wandb/sdk/launch/registry/abstract.py | 19 | 25 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,042 | get_repo_uri | def get_repo_uri(self) -> str:
"""Get the URI for a repository.
Returns:
str: The URI.
"""
raise NotImplementedError | python | wandb/sdk/launch/registry/abstract.py | 28 | 34 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,043 | check_image_exists | def check_image_exists(self, image_uri: str) -> bool:
"""Check if an image exists in the registry.
Arguments:
image_uri (str): The URI of the image.
Returns:
bool: True if the image exists.
"""
raise NotImplementedError | python | wandb/sdk/launch/registry/abstract.py | 37 | 46 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,044 | from_config | def from_config(
cls, config: dict, environment: "AbstractEnvironment", verify: bool = True
) -> "AbstractRegistry":
"""Create a registry from a config."""
raise NotImplementedError | python | wandb/sdk/launch/registry/abstract.py | 50 | 54 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,045 | __init__ | def __init__(self, repo_name: str, environment: AwsEnvironment) -> None:
"""Initialize the Elastic Container Registry.
Arguments:
repo_name (str): The name of the repository.
environment (AwsEnvironment): The AWS environment.
Raises:
LaunchError: If there is... | python | wandb/sdk/launch/registry/elastic_container_registry.py | 34 | 50 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,046 | from_config | def from_config( # type: ignore[override]
cls,
config: Dict,
environment: AwsEnvironment,
verify: bool = True,
) -> "ElasticContainerRegistry":
"""Create an Elastic Container Registry from a config.
Arguments:
config (dict): The config.
envir... | python | wandb/sdk/launch/registry/elastic_container_registry.py | 53 | 78 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,047 | verify | def verify(self) -> None:
"""Verify that the registry is accessible and the configured repo exists.
Raises:
RegistryError: If there is an error verifying the registry.
"""
_logger.debug("Verifying Elastic Container Registry.")
try:
session = self.environm... | python | wandb/sdk/launch/registry/elastic_container_registry.py | 80 | 99 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,048 | get_username_password | def get_username_password(self) -> Tuple[str, str]:
"""Get the username and password for the registry.
Returns:
(str, str): The username and password.
Raises:
RegistryError: If there is an error getting the username and password.
"""
_logger.debug("Getti... | python | wandb/sdk/launch/registry/elastic_container_registry.py | 101 | 124 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,049 | get_repo_uri | def get_repo_uri(self) -> str:
"""Get the uri of the repository.
Returns:
str: The uri of the repository.
"""
return self.uri + "/" + self.repo_name | python | wandb/sdk/launch/registry/elastic_container_registry.py | 126 | 132 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,050 | check_image_exists | def check_image_exists(self, image_uri: str) -> bool:
"""Check if the image tag exists.
Arguments:
image_uri (str): The full image_uri.
Returns:
bool: True if the image tag exists.
"""
uri, tag = image_uri.split(":")
if uri != self.get_repo_uri()... | python | wandb/sdk/launch/registry/elastic_container_registry.py | 134 | 161 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,051 | __init__ | def __init__(self) -> None:
"""Initialize a local registry."""
pass | python | wandb/sdk/launch/registry/local_registry.py | 19 | 21 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,052 | from_config | def from_config(
cls, config: dict, environment: "AbstractEnvironment", verify: bool = True
) -> "LocalRegistry":
"""Create a local registry from a config.
Arguments:
config (dict): The config. This is ignored.
environment (AbstractEnvironment): The environment. This... | python | wandb/sdk/launch/registry/local_registry.py | 24 | 36 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,053 | verify | def verify(self) -> None:
"""Verify the local registry by doing nothing."""
pass | python | wandb/sdk/launch/registry/local_registry.py | 38 | 40 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,054 | get_username_password | def get_username_password(self) -> Tuple[str, str]:
"""Get the username and password of the local registry."""
raise LaunchError("Attempted to get username and password for LocalRegistry.") | python | wandb/sdk/launch/registry/local_registry.py | 42 | 44 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,055 | get_repo_uri | def get_repo_uri(self) -> str:
"""Get the uri of the local registry.
Returns: An empty string.
"""
return "" | python | wandb/sdk/launch/registry/local_registry.py | 46 | 51 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,056 | check_image_exists | def check_image_exists(self, image_uri: str) -> bool:
"""Check if an image exists in the local registry.
Arguments:
image_uri (str): The uri of the image.
Returns:
bool: True.
"""
return docker_image_exists(image_uri) | python | wandb/sdk/launch/registry/local_registry.py | 53 | 62 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,057 | __init__ | def __init__(
self,
repository: str,
image_name: str,
environment: GcpEnvironment,
verify: bool = True,
) -> None:
"""Initialize the Google Artifact Registry.
Arguments:
repository: The repository name.
image_name: The image name.
... | python | wandb/sdk/launch/registry/google_artifact_registry.py | 45 | 78 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,058 | uri | def uri(self) -> str:
"""The uri of the registry."""
return f"{self.environment.region}-docker.pkg.dev/{self.environment.project}/{self.repository}/{self.image_name}" | python | wandb/sdk/launch/registry/google_artifact_registry.py | 81 | 83 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,059 | uri | def uri(self, uri: str) -> None:
"""Set the uri of the registry."""
raise LaunchError("The uri of the Google Artifact Registry cannot be set.") | python | wandb/sdk/launch/registry/google_artifact_registry.py | 86 | 88 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,060 | from_config | def from_config( # type: ignore[override]
cls,
config: dict,
environment: GcpEnvironment,
verify: bool = True,
) -> "GoogleArtifactRegistry":
"""Create a Google Artifact Registry from a config.
Arguments:
config: A dictionary containing the following key... | python | wandb/sdk/launch/registry/google_artifact_registry.py | 91 | 116 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,061 | verify | def verify(self) -> None:
"""Verify the registry is properly configured.
Raises:
LaunchError: If the registry is not properly configured.
"""
credentials = self.environment.get_credentials()
parent = (
f"projects/{self.environment.project}/locations/{self... | python | wandb/sdk/launch/registry/google_artifact_registry.py | 118 | 148 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,062 | get_username_password | def get_username_password(self) -> Tuple[str, str]:
"""Get the username and password for the registry.
Returns:
A tuple of the username and password.
"""
credentials = self.environment.get_credentials()
return "oauth2accesstoken", credentials.token | python | wandb/sdk/launch/registry/google_artifact_registry.py | 150 | 157 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,063 | get_repo_uri | def get_repo_uri(self) -> str:
"""Get the URI for the given repository.
Arguments:
repo_name: The repository name.
Returns:
The repository URI.
"""
return (
f"{self.environment.region}-docker.pkg.dev/"
f"{self.environment.project}... | python | wandb/sdk/launch/registry/google_artifact_registry.py | 159 | 171 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,064 | check_image_exists | def check_image_exists(self, image_uri: str) -> bool:
"""Check if the image exists.
Arguments:
image_uri: The image URI.
Returns:
True if the image exists, False otherwise.
"""
_logger.info(
f"Checking if image {image_uri} exists. In Google A... | python | wandb/sdk/launch/registry/google_artifact_registry.py | 173 | 203 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,065 | verify | def verify(self) -> None:
"""Verify that the environment is configured correctly."""
raise NotImplementedError | python | wandb/sdk/launch/environment/abstract.py | 11 | 13 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,066 | upload_file | def upload_file(self, source: str, destination: str) -> None:
"""Upload a file from the local filesystem to storage in the environment."""
raise NotImplementedError | python | wandb/sdk/launch/environment/abstract.py | 16 | 18 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,067 | upload_dir | def upload_dir(self, source: str, destination: str) -> None:
"""Upload the contents of a directory from the local filesystem to the environment."""
raise NotImplementedError | python | wandb/sdk/launch/environment/abstract.py | 21 | 23 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,068 | verify_storage_uri | def verify_storage_uri(self, uri: str) -> None:
"""Verify that the storage URI is configured correctly."""
raise NotImplementedError | python | wandb/sdk/launch/environment/abstract.py | 26 | 28 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,069 | __init__ | def __init__(
self,
region: str,
access_key: str,
secret_key: str,
session_token: str,
verify: bool = True,
) -> None:
"""Initialize the AWS environment.
Arguments:
region (str): The AWS region.
Raises:
LaunchError: If... | python | wandb/sdk/launch/environment/aws_environment.py | 32 | 55 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,070 | from_default | def from_default(cls, region: str, verify: bool = True) -> "AwsEnvironment":
"""Create an AWS environment from the default AWS environment.
Arguments:
region (str): The AWS region.
verify (bool, optional): Whether to verify the AWS environment. Defaults to True.
Returns... | python | wandb/sdk/launch/environment/aws_environment.py | 58 | 90 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,071 | from_config | def from_config(
cls, config: Dict[str, str], verify: bool = True
) -> "AwsEnvironment":
"""Create an AWS environment from the default AWS environment.
Arguments:
config (dict): Configuration dictionary.
verify (bool, optional): Whether to verify the AWS environment.... | python | wandb/sdk/launch/environment/aws_environment.py | 93 | 113 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,072 | region | def region(self) -> str:
"""The AWS region."""
return self._region | python | wandb/sdk/launch/environment/aws_environment.py | 116 | 118 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,073 | region | def region(self, region: str) -> None:
self._region = region | python | wandb/sdk/launch/environment/aws_environment.py | 121 | 122 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,074 | verify | def verify(self) -> None:
"""Verify that the AWS environment is configured correctly.
Raises:
LaunchError: If the AWS environment is not configured correctly.
"""
_logger.debug("Verifying AWS environment.")
try:
session = self.get_session()
cl... | python | wandb/sdk/launch/environment/aws_environment.py | 124 | 139 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,075 | get_session | def get_session(self) -> "boto3.Session": # type: ignore
"""Get an AWS session.
Returns:
boto3.Session: The AWS session.
Raises:
LaunchError: If the AWS session could not be created.
"""
_logger.debug(f"Creating AWS session in region {self._region}")
... | python | wandb/sdk/launch/environment/aws_environment.py | 141 | 159 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,076 | upload_file | def upload_file(self, source: str, destination: str) -> None:
"""Upload a file to s3 from local storage.
The destination is a valid s3 URI, e.g. s3://bucket/key and will
be used as a prefix for the uploaded file. Only the filename of the source
is kept in the upload key. So if the sou... | python | wandb/sdk/launch/environment/aws_environment.py | 161 | 196 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,077 | upload_dir | def upload_dir(self, source: str, destination: str) -> None:
"""Upload a directory to s3 from local storage.
The upload will place the contents of the source directory in the destination
with the same directory structure. So if the source is "foo/bar" and the
destination is "s3://bucket... | python | wandb/sdk/launch/environment/aws_environment.py | 198 | 246 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,078 | verify_storage_uri | def verify_storage_uri(self, uri: str) -> None:
"""Verify that s3 storage is configured correctly.
This will check that the bucket exists and that the credentials are
configured correctly.
Arguments:
uri (str): The URI of the storage.
Raises:
LaunchErro... | python | wandb/sdk/launch/environment/aws_environment.py | 248 | 276 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,079 | __init__ | def __init__(self, region: str, verify: bool = True) -> None:
"""Initialize the GCP environment.
Arguments:
region: The GCP region.
verify: Whether to verify the credentials, region, and project.
Raises:
LaunchError: If verify is True and the environment is ... | python | wandb/sdk/launch/environment/gcp_environment.py | 57 | 73 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,080 | from_config | def from_config(cls, config: dict) -> "GcpEnvironment":
"""Create a GcpEnvironment from a config dictionary.
Arguments:
config: The config dictionary.
Returns:
GcpEnvironment: The GcpEnvironment.
"""
if config.get("type") != "gcp":
raise Laun... | python | wandb/sdk/launch/environment/gcp_environment.py | 76 | 96 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,081 | project | def project(self) -> str:
"""Get the name of the gcp project.
The project name is determined by the credentials, so this method
verifies the credentials if they have not already been verified.
Returns:
str: The name of the gcp project.
Raises:
LaunchErr... | python | wandb/sdk/launch/environment/gcp_environment.py | 99 | 116 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,082 | get_credentials | def get_credentials(self) -> google.auth.credentials.Credentials: # type: ignore
"""Get the GCP credentials.
Uses google.auth.default() to get the credentials. If the credentials
are invalid, this method will refresh them. If the credentials are
still invalid after refreshing, this met... | python | wandb/sdk/launch/environment/gcp_environment.py | 118 | 163 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,083 | verify | def verify(self) -> None:
"""Verify the credentials, region, and project.
Credentials and region are verified by calling get_credentials(). The
region and is verified by calling the compute API.
Raises:
LaunchError: If the credentials, region, or project are invalid.
... | python | wandb/sdk/launch/environment/gcp_environment.py | 165 | 186 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,084 | verify_storage_uri | def verify_storage_uri(self, uri: str) -> None:
"""Verify that a storage URI is valid.
Arguments:
uri: The storage URI.
Raises:
LaunchError: If the storage URI is invalid.
"""
match = GCS_URI_RE.match(uri)
if not match:
raise LaunchEr... | python | wandb/sdk/launch/environment/gcp_environment.py | 188 | 207 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,085 | upload_file | def upload_file(self, source: str, destination: str) -> None:
"""Upload a file to GCS.
Arguments:
source: The path to the local file.
destination: The path to the GCS file.
Raises:
LaunchError: If the file cannot be uploaded.
"""
_logger.debu... | python | wandb/sdk/launch/environment/gcp_environment.py | 209 | 235 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,086 | upload_dir | def upload_dir(self, source: str, destination: str) -> None:
"""Upload a directory to GCS.
Arguments:
source: The path to the local directory.
destination: The path to the GCS directory.
Raises:
LaunchError: If the directory cannot be uploaded.
"""
... | python | wandb/sdk/launch/environment/gcp_environment.py | 237 | 271 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,087 | __init__ | def __init__(self) -> None:
"""Initialize a local environment by doing nothing."""
pass | python | wandb/sdk/launch/environment/local_environment.py | 12 | 14 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,088 | from_config | def from_config(
cls, config: Dict[str, Union[Dict[str, Any], str]]
) -> "LocalEnvironment":
"""Create a local environment from a config.
Arguments:
config (dict): The config. This is ignored.
Returns:
LocalEnvironment: The local environment.
"""
... | python | wandb/sdk/launch/environment/local_environment.py | 17 | 28 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,089 | verify | def verify(self) -> None:
"""Verify that the local environment is configured correctly."""
raise LaunchError("Attempted to verify LocalEnvironment.") | python | wandb/sdk/launch/environment/local_environment.py | 30 | 32 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,090 | verify_storage_uri | def verify_storage_uri(self, uri: str) -> None:
"""Verify that the storage URI is configured correctly.
Arguments:
uri (str): The storage URI. This is ignored.
"""
raise LaunchError("Attempted to verify storage uri for LocalEnvironment.") | python | wandb/sdk/launch/environment/local_environment.py | 34 | 40 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,091 | upload_file | def upload_file(self, source: str, destination: str) -> None:
"""Upload a file from the local filesystem to storage in the environment.
Arguments:
source (str): The source file. This is ignored.
destination (str): The destination file. This is ignored.
"""
raise ... | python | wandb/sdk/launch/environment/local_environment.py | 42 | 49 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,092 | upload_dir | def upload_dir(self, source: str, destination: str) -> None:
"""Upload the contents of a directory from the local filesystem to the environment.
Arguments:
source (str): The source directory. This is ignored.
destination (str): The destination directory. This is ignored.
... | python | wandb/sdk/launch/environment/local_environment.py | 51 | 58 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,093 | get_project | def get_project(self) -> str:
"""Get the project of the local environment.
Returns: An empty string.
"""
raise LaunchError("Attempted to get project for LocalEnvironment.") | python | wandb/sdk/launch/environment/local_environment.py | 60 | 65 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,094 | __init__ | def __init__(
self,
environment: AbstractEnvironment,
registry: AbstractRegistry,
verify: bool = True,
) -> None:
"""Initialize a builder.
Arguments:
builder_config: The builder config.
registry: The registry to use.
verify: Whethe... | python | wandb/sdk/launch/builder/abstract.py | 20 | 36 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,095 | from_config | def from_config(
cls,
config: dict,
environment: AbstractEnvironment,
registry: AbstractRegistry,
verify: bool = True,
) -> "AbstractBuilder":
"""Create a builder from a config dictionary.
Arguments:
config: The config dictionary.
envi... | python | wandb/sdk/launch/builder/abstract.py | 40 | 59 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,096 | build_image | def build_image(
self,
launch_project: LaunchProject,
entrypoint: EntryPoint,
) -> str:
"""Build the image for the given project.
Arguments:
launch_project: The project to build.
build_ctx_path: The path to the build context.
Returns:
... | python | wandb/sdk/launch/builder/abstract.py | 62 | 76 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,097 | verify | def verify(self) -> None:
"""Verify that the builder can be used to build images.
Raises:
LaunchError: If the builder cannot be used to build images.
"""
raise NotImplementedError | python | wandb/sdk/launch/builder/abstract.py | 79 | 85 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,098 | validate_docker_installation | def validate_docker_installation() -> None:
"""Verify if Docker is installed on host machine."""
if not find_executable("docker"):
raise ExecutionError(
"Could not find Docker executable. "
"Ensure Docker is installed as per the instructions "
"at https://docs.docker.... | python | wandb/sdk/launch/builder/build.py | 50 | 57 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,099 | get_docker_user | def get_docker_user(launch_project: LaunchProject, runner_type: str) -> Tuple[str, int]:
import getpass
username = getpass.getuser()
if runner_type == "sagemaker" and not launch_project.docker_image:
# unless user has provided their own image, sagemaker must run as root but keep the name for workd... | python | wandb/sdk/launch/builder/build.py | 60 | 70 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
4,100 | get_current_python_version | def get_current_python_version() -> Tuple[str, str]:
full_version = sys.version.split()[0].split(".")
major = full_version[0]
version = ".".join(full_version[:2]) if len(full_version) >= 2 else major + ".0"
return version, major | python | wandb/sdk/launch/builder/build.py | 181 | 185 | {
"name": "Git-abouvier/wandb",
"url": "https://github.com/Git-abouvier/wandb.git",
"license": "MIT",
"stars": 0,
"forks": 0
} |
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