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2,501
__repr__
def __repr__(self): # use a copy of _dict, except add placeholders for h5 objects, etc. # that haven't been loaded yet repr_dict = dict(self._dict) for k in self._json_dict: v = self._json_dict[k] if ( k not in repr_dict and isinsta...
python
wandb/old/summary.py
146
163
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,502
update
def update(self, key_vals=None, overwrite=True): """Locked keys will be overwritten unless overwrite=False. Otherwise, written keys will be added to the "locked" list. """ if key_vals: write_items = self._update(key_vals, overwrite) self._root._root_set(self._pat...
python
wandb/old/summary.py
165
173
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,503
_update
def _update(self, key_vals, overwrite): if not key_vals: return key_vals = {k.strip(): v for k, v in key_vals.items()} if overwrite: write_items = list(key_vals.items()) self._locked_keys.update(key_vals.keys()) else: write_keys = set(key...
python
wandb/old/summary.py
175
195
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,504
__init__
def __init__(self, run, summary=None): super().__init__() self._run = run self._h5_path = os.path.join(self._run.dir, DEEP_SUMMARY_FNAME) # Lazy load the h5 file self._h5 = None # Mirrored version of self._dict with versions of values that get written # to JSON k...
python
wandb/old/summary.py
206
218
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,505
_json_get
def _json_get(self, path): pass
python
wandb/old/summary.py
220
221
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,506
_root_get
def _root_get(self, path, child_dict): json_dict = self._json_dict for key in path[:-1]: json_dict = json_dict[key] key = path[-1] if key in json_dict: child_dict[key] = self._decode(path, json_dict[key])
python
wandb/old/summary.py
223
230
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,507
_root_del
def _root_del(self, path): json_dict = self._json_dict for key in path[:-1]: json_dict = json_dict[key] val = json_dict[path[-1]] del json_dict[path[-1]] if isinstance(val, dict) and val.get("_type") in H5_TYPES: if not h5py: wandb.termerr...
python
wandb/old/summary.py
232
246
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,508
_root_set
def _root_set(self, path, new_keys_values): json_dict = self._json_dict for key in path: json_dict = json_dict[key] for new_key, new_value in new_keys_values: json_dict[new_key] = self._encode(new_value, path + (new_key,))
python
wandb/old/summary.py
248
254
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,509
write_h5
def write_h5(self, path, val): # ensure the file is open self.open_h5() if not self._h5: wandb.termerror("Storing tensors in summary requires h5py") else: try: del self._h5["summary/" + ".".join(path)] except KeyError: ...
python
wandb/old/summary.py
256
268
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,510
read_h5
def read_h5(self, path, val=None): # ensure the file is open self.open_h5() if not self._h5: wandb.termerror("Reading tensors from summary requires h5py") else: return self._h5.get("summary/" + ".".join(path), val)
python
wandb/old/summary.py
270
277
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,511
open_h5
def open_h5(self): if not self._h5 and h5py: self._h5 = h5py.File(self._h5_path, "a", libver="latest")
python
wandb/old/summary.py
279
281
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,512
_decode
def _decode(self, path, json_value): """Decode a `dict` encoded by `Summary._encode()`, loading h5 objects. h5 objects may be very large, so we won't have loaded them automatically. """ if isinstance(json_value, dict): if json_value.get("_type") in H5_TYPES: ...
python
wandb/old/summary.py
283
300
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,513
_encode
def _encode(self, value, path_from_root): """Normalize, compress, and encode sub-objects for backend storage. value: Object to encode. path_from_root: `tuple` of key strings from the top-level summary to the current `value`. Returns: A new tree of dict's with la...
python
wandb/old/summary.py
302
333
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,514
download_h5
def download_h5(run_id, entity=None, project=None, out_dir=None): api = Api() meta = api.download_url( project or api.settings("project"), DEEP_SUMMARY_FNAME, entity=entity or api.settings("entity"), run=run_id, ) if meta and "md5" in meta and meta["md5"] is not None: ...
python
wandb/old/summary.py
336
348
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,515
upload_h5
def upload_h5(file, run_id, entity=None, project=None): api = Api() wandb.termlog("Uploading summary data...") with open(file, "rb") as f: api.push( {os.path.basename(file): f}, run=run_id, project=project, entity=entity )
python
wandb/old/summary.py
351
357
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,516
__init__
def __init__(self, run): super().__init__(run) self._fname = os.path.join(run.dir, wandb_lib.filenames.SUMMARY_FNAME) self.load()
python
wandb/old/summary.py
361
364
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,517
load
def load(self): try: with open(self._fname) as f: self._json_dict = json.load(f) except (OSError, ValueError): self._json_dict = {}
python
wandb/old/summary.py
366
371
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,518
_write
def _write(self, commit=False): # TODO: we just ignore commit to ensure backward capability with open(self._fname, "w") as f: f.write(util.json_dumps_safer(self._json_dict)) f.write("\n") f.flush() os.fsync(f.fileno()) if self._h5: self...
python
wandb/old/summary.py
373
384
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,519
__init__
def __init__(self, run, client, summary=None): super().__init__(run, summary=summary) self._run = run self._client = client self._started = time.time()
python
wandb/old/summary.py
388
392
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,520
load
def load(self): pass
python
wandb/old/summary.py
394
395
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,521
open_h5
def open_h5(self): if not self._h5 and h5py: download_h5( self._run.id, entity=self._run.entity, project=self._run.project, out_dir=self._run.dir, ) super().open_h5()
python
wandb/old/summary.py
397
405
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,522
_write
def _write(self, commit=False): mutation = gql( """ mutation UpsertBucket( $id: String, $summaryMetrics: JSONString) { upsertBucket(input: { id: $id, summaryMetrics: $summaryMetrics}) { bucket { id } } } """ ) if commit:...
python
wandb/old/summary.py
407
436
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,523
__init__
def __init__( self, load_settings: bool = True, root_dir: Optional[str] = None ) -> None: self._global_settings = Settings._settings() self._local_settings = Settings._settings() self.root_dir = root_dir if load_settings: self._global_settings.read([Settings._glo...
python
wandb/old/settings.py
17
28
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,524
get
def get(self, section: str, key: str, fallback: Any = _UNSET) -> Any: # Try the local settings first. If we can't find the key, then try the global settings. # If a fallback is provided, return it if we can't find the key in either the local or global # settings. try: return ...
python
wandb/old/settings.py
30
43
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,525
set
def set(self, section, key, value, globally=False, persist=False) -> None: """Persist settings to disk if persist = True""" def write_setting(settings, settings_path, persist): if not settings.has_section(section): Settings._safe_add_section(settings, Settings.DEFAULT_SECTIO...
python
wandb/old/settings.py
45
61
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,526
write_setting
def write_setting(settings, settings_path, persist): if not settings.has_section(section): Settings._safe_add_section(settings, Settings.DEFAULT_SECTION) settings.set(section, key, str(value)) if persist: with open(settings_path, "w+") as f: ...
python
wandb/old/settings.py
48
54
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,527
clear
def clear(self, section, key, globally=False, persist=False) -> None: def clear_setting(settings, settings_path, persist): settings.remove_option(section, key) if persist: with open(settings_path, "w+") as f: settings.write(f) if globally: ...
python
wandb/old/settings.py
63
75
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,528
clear_setting
def clear_setting(settings, settings_path, persist): settings.remove_option(section, key) if persist: with open(settings_path, "w+") as f: settings.write(f)
python
wandb/old/settings.py
64
68
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,529
items
def items(self, section=None): section = section if section is not None else Settings.DEFAULT_SECTION result = {"section": section} try: if section in self._global_settings.sections(): for option in self._global_settings.options(section): result[...
python
wandb/old/settings.py
77
92
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,530
_safe_add_section
def _safe_add_section(settings, section): if not settings.has_section(section): settings.add_section(section)
python
wandb/old/settings.py
95
97
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,531
_settings
def _settings(default_settings={}): settings = configparser.ConfigParser() Settings._safe_add_section(settings, Settings.DEFAULT_SECTION) for key, value in default_settings.items(): settings.set(Settings.DEFAULT_SECTION, key, str(value)) return settings
python
wandb/old/settings.py
100
105
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,532
_global_path
def _global_path(): config_dir = os.environ.get( env.CONFIG_DIR, os.path.join(os.path.expanduser("~"), ".config", "wandb") ) os.makedirs(config_dir, exist_ok=True) return os.path.join(config_dir, "settings")
python
wandb/old/settings.py
108
113
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,533
_local_path
def _local_path(root_dir=None): filesystem.mkdir_exists_ok(core.wandb_dir(root_dir)) return os.path.join(core.wandb_dir(root_dir), "settings")
python
wandb/old/settings.py
116
118
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,534
cli_unsupported
def cli_unsupported(argument): wandb.termerror(f"Unsupported argument `{argument}`") sys.exit(1)
python
wandb/cli/cli.py
79
81
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,535
format_message
def format_message(self): # log_file = util.get_log_file_path() log_file = "" orig_type = f"{self.orig_type.__module__}.{self.orig_type.__name__}" if issubclass(self.orig_type, Error): return click.style(str(self.message), fg="red") else: return ( ...
python
wandb/cli/cli.py
85
95
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,536
display_error
def display_error(func): """Function decorator for catching common errors and re-raising as wandb.Error.""" @wraps(func) def wrapper(*args, **kwargs): try: return func(*args, **kwargs) except wandb.Error as e: exc_type, exc_value, exc_traceback = sys.exc_info() ...
python
wandb/cli/cli.py
98
114
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,537
wrapper
def wrapper(*args, **kwargs): try: return func(*args, **kwargs) except wandb.Error as e: exc_type, exc_value, exc_traceback = sys.exc_info() lines = traceback.format_exception(exc_type, exc_value, exc_traceback) logger.error("".join(lines)) wan...
python
wandb/cli/cli.py
102
112
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,538
_get_cling_api
def _get_cling_api(reset=None): """Get a reference to the internal api with cling settings.""" global _api if reset: _api = None wandb_sdk.wandb_setup._setup(_reset=True) if _api is None: # TODO(jhr): make a settings object that is better for non runs. # only override the...
python
wandb/cli/cli.py
120
131
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,539
prompt_for_project
def prompt_for_project(ctx, entity): """Ask the user for a project, creating one if necessary.""" result = ctx.invoke(projects, entity=entity, display=False) api = _get_cling_api() try: if len(result) == 0: project = click.prompt("Enter a name for your first project") # d...
python
wandb/cli/cli.py
134
162
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,540
get_command
def get_command(self, ctx, cmd_name): # TODO: check if cmd_name is a file in the current dir and not require `run`? rv = click.Group.get_command(self, ctx, cmd_name) if rv is not None: return rv return None
python
wandb/cli/cli.py
167
172
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,541
cli
def cli(ctx): # wandb.try_to_set_up_global_logging() if ctx.invoked_subcommand is None: click.echo(ctx.get_help())
python
wandb/cli/cli.py
178
181
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,542
projects
def projects(entity, display=True): api = _get_cling_api() projects = api.list_projects(entity=entity) if len(projects) == 0: message = "No projects found for %s" % entity else: message = 'Latest projects for "%s"' % entity if display: click.echo(click.style(message, bold=Tru...
python
wandb/cli/cli.py
193
212
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,543
login
def login(key, host, cloud, relogin, anonymously, no_offline=False): # TODO: handle no_offline anon_mode = "must" if anonymously else "never" wandb_sdk.wandb_login._handle_host_wandb_setting(host, cloud) # A change in click or the test harness means key can be none... key = key[0] if key is not Non...
python
wandb/cli/cli.py
224
248
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,544
service
def service( grpc_port=None, sock_port=None, port_filename=None, address=None, pid=None, debug=False, serve_sock=False, serve_grpc=False, ): from wandb.sdk.service.server import WandbServer server = WandbServer( grpc_port=grpc_port, sock_port=sock_port, p...
python
wandb/cli/cli.py
267
289
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,545
init
def init(ctx, project, entity, reset, mode): from wandb.old.core import __stage_dir__, _set_stage_dir, wandb_dir if __stage_dir__ is None: _set_stage_dir("wandb") # non-interactive init if reset or project or entity or mode: api = InternalApi() if reset: api.clear_s...
python
wandb/cli/cli.py
308
426
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,546
sync
def sync( ctx, path=None, view=None, verbose=None, run_id=None, project=None, entity=None, sync_tensorboard=None, include_globs=None, exclude_globs=None, include_online=None, include_offline=None, include_synced=None, mark_synced=None, sync_all=None, ignor...
python
wandb/cli/cli.py
489
662
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,547
_summary
def _summary(): all_items = get_runs( include_online=True, include_offline=True, include_synced=True, include_unsynced=True, ) sync_items = get_runs( include_online=include_online if include_online is not None else True, inc...
python
wandb/cli/cli.py
527
563
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,548
_sync_path
def _sync_path(_path, _sync_tensorboard): if run_id and len(_path) > 1: wandb.termerror("id can only be set for a single run.") sys.exit(1) sm = SyncManager( project=project, entity=entity, run_id=run_id, mark_synced=mark_synced, ...
python
wandb/cli/cli.py
565
585
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,549
_sync_all
def _sync_all(): sync_items = get_runs( include_online=include_online if include_online is not None else True, include_offline=include_offline if include_offline is not None else True, include_synced=include_synced if include_synced is not None else False, include...
python
wandb/cli/cli.py
587
601
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,550
_clean
def _clean(): if path: runs = list(map(get_run_from_path, path)) if not clean_force: click.confirm( click.style( f"Are you sure you want to remove {len(runs)} runs?", bold=True, ), ...
python
wandb/cli/cli.py
603
651
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,551
sweep
def sweep( ctx, project, entity, controller, verbose, name, program, settings, update, launch_config, # TODO(gst): deprecate stop, cancel, pause, resume, config_yaml_or_sweep_id, queue, project_queue, ): state_args = "stop", "cancel", "pause", "re...
python
wandb/cli/cli.py
718
1,031
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,552
_parse_settings
def _parse_settings(settings): """Parse settings from json or comma separated assignments.""" ret = {} # TODO(jhr): merge with magic:_parse_magic if settings.find("=") > 0: for item in settings.split(","): kv = item.split("=") if len(kv) != 2: ...
python
wandb/cli/cli.py
773
787
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,553
launch
def launch( uri, job, entry_point, git_version, args_list, name, resource, entity, project, docker_image, config, queue, run_async, resource_args, build, repository, project_queue, ): """Start a W&B run from the given URI. The URI can bea wand...
python
wandb/cli/cli.py
1,168
1,297
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,554
launch_agent
def launch_agent( ctx, project=None, entity=None, queues=None, max_jobs=None, config=None, url=None, ): logger.info( f"=== Launch-agent called with kwargs {locals()} CLI Version: {wandb.__version__} ===" ) wandb._sentry.configure_scope(process_context="launch_agent") ...
python
wandb/cli/cli.py
1,344
1,388
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,555
agent
def agent(ctx, project, entity, count, sweep_id): api = _get_cling_api() if api.api_key is None: wandb.termlog("Login to W&B to use the sweep agent feature") ctx.invoke(login, no_offline=True) api = _get_cling_api(reset=True) wandb.termlog("Starting wandb agent 🕵️") wandb_agent...
python
wandb/cli/cli.py
1,400
1,412
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,556
scheduler
def scheduler( ctx, sweep_id, ): api = _get_cling_api() if api.api_key is None: wandb.termlog("Login to W&B to use the sweep scheduler feature") ctx.invoke(login, no_offline=True) api = _get_cling_api(reset=True) wandb._sentry.configure_scope(process_context="sweep_scheduler...
python
wandb/cli/cli.py
1,421
1,455
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,557
controller
def controller(verbose, sweep_id): click.echo("Starting wandb controller...") from wandb import controller as wandb_controller tuner = wandb_controller(sweep_id) tuner.run(verbose=verbose)
python
wandb/cli/cli.py
1,462
1,467
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,558
docker_run
def docker_run(ctx, docker_run_args): """Wrap `docker run` and adds WANDB_API_KEY and WANDB_DOCKER environment variables. This will also set the runtime to nvidia if the nvidia-docker executable is present on the system and --runtime wasn't set. See `docker run --help` for more details. """ ap...
python
wandb/cli/cli.py
1,473
1,507
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,559
docker
def docker( ctx, docker_run_args, docker_image, nvidia, digest, jupyter, dir, no_dir, shell, port, cmd, no_tty, ): """Run your code in a docker container. W&B docker lets you run your code in a docker image ensuring wandb is configured. It adds the WANDB_DOCK...
python
wandb/cli/cli.py
1,538
1,647
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,560
local
def local(ctx, *args, **kwargs): wandb.termwarn("`wandb local` has been replaced with `wandb server start`.") ctx.invoke(start, *args, **kwargs)
python
wandb/cli/cli.py
1,670
1,672
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,561
server
def server(): pass
python
wandb/cli/cli.py
1,676
1,677
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,562
start
def start(ctx, port, env, daemon, upgrade, edge): api = InternalApi() if not find_executable("docker"): raise ClickException("Docker not installed, install it from https://docker.com") local_image_sha = wandb.docker.image_id("wandb/local").split("wandb/local")[-1] registry_image_sha = wandb.dock...
python
wandb/cli/cli.py
1,702
1,769
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,563
stop
def stop(): if not find_executable("docker"): raise ClickException("Docker not installed, install it from https://docker.com") subprocess.call(["docker", "stop", "wandb-local"])
python
wandb/cli/cli.py
1,773
1,776
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,564
artifact
def artifact(): pass
python
wandb/cli/cli.py
1,780
1,781
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,565
put
def put(path, name, description, type, alias): if name is None: name = os.path.basename(path) public_api = PublicApi() entity, project, artifact_name = public_api._parse_artifact_path(name) if project is None: project = click.prompt("Enter the name of the project you want to use") # ...
python
wandb/cli/cli.py
1,799
1,868
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,566
get
def get(path, root, type): public_api = PublicApi() entity, project, artifact_name = public_api._parse_artifact_path(path) if project is None: project = click.prompt("Enter the name of the project you want to use") try: artifact_parts = artifact_name.split(":") if len(artifact_p...
python
wandb/cli/cli.py
1,876
1,901
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,567
ls
def ls(path, type): public_api = PublicApi() if type is not None: types = [public_api.artifact_type(type, path)] else: types = public_api.artifact_types(path) for kind in types: for collection in kind.collections(): versions = public_api.artifact_versions( ...
python
wandb/cli/cli.py
1,910
1,932
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,568
cache
def cache(): pass
python
wandb/cli/cli.py
1,936
1,937
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,569
cleanup
def cleanup(target_size): target_size = util.from_human_size(target_size) cache = wandb_sdk.wandb_artifacts.get_artifacts_cache() reclaimed_bytes = cache.cleanup(target_size) print(f"Reclaimed {util.to_human_size(reclaimed_bytes)} of space")
python
wandb/cli/cli.py
1,946
1,950
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,570
pull
def pull(run, project, entity): api = InternalApi() project, run = api.parse_slug(run, project=project) urls = api.download_urls(project, run=run, entity=entity) if len(urls) == 0: raise ClickException("Run has no files") click.echo( "Downloading: {project}/{run}".format( ...
python
wandb/cli/cli.py
1,966
1,996
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,571
restore
def restore(ctx, run, no_git, branch, project, entity): from wandb.old.core import wandb_dir api = _get_cling_api() if ":" in run: if "/" in run: entity, rest = run.split("/", 1) else: rest = run project, run = rest.split(":", 1) elif run.count("/") > 1: ...
python
wandb/cli/cli.py
2,017
2,147
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,572
magic
def magic(ctx, program, args): def magic_run(cmd, globals, locals): try: exec(cmd, globals, locals) finally: pass sys.argv[:] = args sys.argv.insert(0, program) sys.path.insert(0, os.path.dirname(program)) try: with open(program, "rb") as fp: ...
python
wandb/cli/cli.py
2,155
2,186
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,573
magic_run
def magic_run(cmd, globals, locals): try: exec(cmd, globals, locals) finally: pass
python
wandb/cli/cli.py
2,156
2,160
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,574
online
def online(): api = InternalApi() try: api.clear_setting("disabled", persist=True) api.clear_setting("mode", persist=True) except configparser.Error: pass click.echo( "W&B online. Running your script from this directory will now sync to the cloud." )
python
wandb/cli/cli.py
2,191
2,200
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,575
offline
def offline(): api = InternalApi() try: api.set_setting("disabled", "true", persist=True) api.set_setting("mode", "offline", persist=True) click.echo( "W&B offline. Running your script from this directory will only write metadata locally. Use wandb disabled to completely turn...
python
wandb/cli/cli.py
2,205
2,216
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,576
on
def on(ctx): ctx.invoke(online)
python
wandb/cli/cli.py
2,222
2,223
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,577
off
def off(ctx): ctx.invoke(offline)
python
wandb/cli/cli.py
2,229
2,230
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,578
status
def status(settings): api = _get_cling_api() if settings: click.echo(click.style("Current Settings", bold=True)) settings = api.settings() click.echo( json.dumps(settings, sort_keys=True, indent=2, separators=(",", ": ")) )
python
wandb/cli/cli.py
2,237
2,244
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,579
disabled
def disabled(service): api = InternalApi() try: api.set_setting("mode", "disabled", persist=True) click.echo("W&B disabled.") os.environ[wandb.env._DISABLE_SERVICE] = str(service) except configparser.Error: click.echo( "Unable to write config, copy and paste the f...
python
wandb/cli/cli.py
2,255
2,264
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,580
enabled
def enabled(service): api = InternalApi() try: api.set_setting("mode", "online", persist=True) click.echo("W&B enabled.") os.environ[wandb.env._DISABLE_SERVICE] = str(not service) except configparser.Error: click.echo( "Unable to write config, copy and paste the f...
python
wandb/cli/cli.py
2,275
2,284
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,581
gc
def gc(args): click.echo( "`wandb gc` command has been removed. Use `wandb sync --clean` to clean up synced runs." )
python
wandb/cli/cli.py
2,289
2,292
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,582
verify
def verify(host): # TODO: (kdg) Build this all into a WandbVerify object, and clean this up. os.environ["WANDB_SILENT"] = "true" os.environ["WANDB_PROJECT"] = "verify" api = _get_cling_api() reinit = False if host is None: host = api.settings("base_url") print(f"Default host sele...
python
wandb/cli/cli.py
2,297
2,346
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,583
importer
def importer(): pass
python
wandb/cli/cli.py
2,350
2,351
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,584
mlflow
def mlflow(mlflow_tracking_uri, target_entity, target_project): from wandb.apis.importers import MlflowImporter importer = MlflowImporter(mlflow_tracking_uri=mlflow_tracking_uri) overrides = { "entity": target_entity, "project": target_project, } importer.import_all_parallel(overri...
python
wandb/cli/cli.py
2,364
2,373
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,585
__init__
def __init__(self, message, status_code: int = 500): Exception.__init__(self) self.message = message self.status_code = status_code
python
wandb/testing/relay.py
64
67
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,586
get_response
def get_response(self): return flask.Response(self.message, status=self.status_code)
python
wandb/testing/relay.py
69
70
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,587
__repr__
def __repr__(self): return f"DeliberateHTTPError({self.message!r}, {self.status_code!r})"
python
wandb/testing/relay.py
72
73
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,588
__init__
def __init__(self) -> None: self.start: float = time.perf_counter() self.stop: float = self.start
python
wandb/testing/relay.py
77
79
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,589
__enter__
def __enter__(self) -> "Timer": return self
python
wandb/testing/relay.py
81
82
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,590
__exit__
def __exit__(self, *args: Any) -> None: self.stop = time.perf_counter()
python
wandb/testing/relay.py
84
85
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,591
elapsed
def elapsed(self) -> float: return self.stop - self.start
python
wandb/testing/relay.py
88
89
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,592
__init__
def __init__(self) -> None: # parsed/merged data. keys are the individual wandb run id's. self._entries = defaultdict(dict) # container for raw requests and responses: self.raw_data: List["RawRequestResponse"] = [] # concatenated file contents for all runs: self._history:...
python
wandb/testing/relay.py
99
108
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,593
upsert
def upsert(self, entry: Dict[str, Any]) -> None: entry_id: str = entry["name"] self._entries[entry_id] = wandb.util.merge_dicts(entry, self._entries[entry_id])
python
wandb/testing/relay.py
110
112
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,594
__getitem__
def __getitem__(self, key: str) -> Any: return self._entries[key]
python
wandb/testing/relay.py
115
116
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,595
keys
def keys(self) -> Iterable[str]: return self._entries.keys()
python
wandb/testing/relay.py
118
119
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,596
get_file_contents
def get_file_contents(self, file_name: str) -> pd.DataFrame: dfs = [] for entry_id in self._entries: # - extract the content from `file_name` # - sort by offset (will be useful when relay server goes async) # - extract data, merge into a list of dicts and convert to ...
python
wandb/testing/relay.py
121
137
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,597
entries
def entries(self) -> Dict[str, Any]: return deepcopy(self._entries)
python
wandb/testing/relay.py
141
142
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,598
history
def history(self) -> pd.DataFrame: # todo: caveat: this assumes that all assertions happen at the end of a test if self._history is not None: return deepcopy(self._history) self._history = self.get_file_contents("wandb-history.jsonl") return deepcopy(self._history)
python
wandb/testing/relay.py
145
151
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,599
events
def events(self) -> pd.DataFrame: if self._events is not None: return deepcopy(self._events) self._events = self.get_file_contents("wandb-events.jsonl") return deepcopy(self._events)
python
wandb/testing/relay.py
154
159
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
2,600
summary
def summary(self) -> pd.DataFrame: if self._summary is not None: return deepcopy(self._summary) _summary = self.get_file_contents("wandb-summary.json") # run summary may be updated multiple times, # but we are only interested in the last one. # we can have multiple ...
python
wandb/testing/relay.py
162
177
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }