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dict
1,501
_sampled_history
def _sampled_history(self, keys, x_axis="_step", samples=500): spec = {"keys": [x_axis] + keys, "samples": samples} query = gql( """ query RunSampledHistory($project: String!, $entity: String!, $name: String!, $specs: [JSONString!]!) { project(name: $project, entityName: ...
python
wandb/apis/public.py
1,964
1,978
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,502
_full_history
def _full_history(self, samples=500, stream="default"): node = "history" if stream == "default" else "events" query = gql( """ query RunFullHistory($project: String!, $entity: String!, $name: String!, $samples: Int) { project(name: $project, entityName: $entity) { ...
python
wandb/apis/public.py
1,980
1,994
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,503
files
def files(self, names=None, per_page=50): """Return a file path for each file named. Arguments: names (list): names of the requested files, if empty returns all files per_page (int): number of results per page. Returns: A `Files` object, which is an iterator...
python
wandb/apis/public.py
1,997
2,007
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,504
file
def file(self, name): """Return the path of a file with a given name in the artifact. Arguments: name (str): name of requested file. Returns: A `File` matching the name argument. """ return Files(self.client, self, [name])[0]
python
wandb/apis/public.py
2,010
2,019
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,505
upload_file
def upload_file(self, path, root="."): """Upload a file. Arguments: path (str): name of file to upload. root (str): the root path to save the file relative to. i.e. If you want to have the file saved in the run as "my_dir/file.txt" and you're cur...
python
wandb/apis/public.py
2,022
2,043
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,506
history
def history( self, samples=500, keys=None, x_axis="_step", pandas=True, stream="default" ): """Return sampled history metrics for a run. This is simpler and faster if you are ok with the history records being sampled. Arguments: samples : (int, optional) The number of s...
python
wandb/apis/public.py
2,046
2,085
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,507
scan_history
def scan_history(self, keys=None, page_size=1000, min_step=None, max_step=None): """Returns an iterable collection of all history records for a run. Example: Export all the loss values for an example run ```python run = api.run("l2k2/examples-numpy-boston/i0wt6xua")...
python
wandb/apis/public.py
2,088
2,140
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,508
logged_artifacts
def logged_artifacts(self, per_page=100): return RunArtifacts(self.client, self, mode="logged", per_page=per_page)
python
wandb/apis/public.py
2,143
2,144
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,509
used_artifacts
def used_artifacts(self, per_page=100): return RunArtifacts(self.client, self, mode="used", per_page=per_page)
python
wandb/apis/public.py
2,147
2,148
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,510
use_artifact
def use_artifact(self, artifact, use_as=None): """Declare an artifact as an input to a run. Arguments: artifact (`Artifact`): An artifact returned from `wandb.Api().artifact(name)` use_as (string, optional): A string identifying how the artifact i...
python
wandb/apis/public.py
2,151
2,181
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,511
log_artifact
def log_artifact(self, artifact, aliases=None): """Declare an artifact as output of a run. Arguments: artifact (`Artifact`): An artifact returned from `wandb.Api().artifact(name)` aliases (list, optional): Aliases to apply to this artifact Returns: ...
python
wandb/apis/public.py
2,184
2,215
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,512
summary
def summary(self): if self._summary is None: from wandb.old.summary import HTTPSummary # TODO: fix the outdir issue self._summary = HTTPSummary(self, self.client, summary=self.summary_metrics) return self._summary
python
wandb/apis/public.py
2,218
2,224
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,513
path
def path(self): return [ urllib.parse.quote_plus(str(self.entity)), urllib.parse.quote_plus(str(self.project)), urllib.parse.quote_plus(str(self.id)), ]
python
wandb/apis/public.py
2,227
2,232
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,514
url
def url(self): path = self.path path.insert(2, "runs") return self.client.app_url + "/".join(path)
python
wandb/apis/public.py
2,235
2,238
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,515
lastHistoryStep
def lastHistoryStep(self): # noqa: N802 query = gql( """ query RunHistoryKeys($project: String!, $entity: String!, $name: String!) { project(name: $project, entityName: $entity) { run(name: $name) { historyKeys } } } """ ) ...
python
wandb/apis/public.py
2,241
2,260
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,516
to_html
def to_html(self, height=420, hidden=False): """Generate HTML containing an iframe displaying this run.""" url = self.url + "?jupyter=true" style = f"border:none;width:100%;height:{height}px;" prefix = "" if hidden: style += "display:none;" prefix = ipytho...
python
wandb/apis/public.py
2,262
2,270
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,517
_repr_html_
def _repr_html_(self) -> str: return self.to_html()
python
wandb/apis/public.py
2,272
2,273
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,518
__repr__
def __repr__(self): return "<Run {} ({})>".format("/".join(self.path), self.state)
python
wandb/apis/public.py
2,275
2,276
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,519
__init__
def __init__( self, client, entity, project, queue_name, run_queue_item_id, container_job=False, project_queue=LAUNCH_DEFAULT_PROJECT, ): self.client = client self._entity = entity self._project = project self._queue_nam...
python
wandb/apis/public.py
2,282
2,300
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,520
queue_name
def queue_name(self): return self._queue_name
python
wandb/apis/public.py
2,303
2,304
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,521
id
def id(self): return self._run_queue_item_id
python
wandb/apis/public.py
2,307
2,308
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,522
project
def project(self): return self._project
python
wandb/apis/public.py
2,311
2,312
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,523
entity
def entity(self): return self._entity
python
wandb/apis/public.py
2,315
2,316
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,524
state
def state(self): item = self._get_item() if item: return item["state"].lower() raise ValueError( f"Could not find QueuedRunItem associated with id: {self.id} on queue {self.queue_name} at itemId: {self.id}" )
python
wandb/apis/public.py
2,319
2,326
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,525
_get_run_queue_item_legacy
def _get_run_queue_item_legacy(self) -> Dict: query = gql( """ query GetRunQueueItem($projectName: String!, $entityName: String!, $runQueue: String!) { project(name: $projectName, entityName: $entityName) { runQueue(name:$runQueue) { ...
python
wandb/apis/public.py
2,329
2,358
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,526
_get_item
def _get_item(self): query = gql( """ query GetRunQueueItem($projectName: String!, $entityName: String!, $runQueue: String!, $itemId: ID!) { project(name: $projectName, entityName: $entityName) { runQueue(name: $runQueue) { runQ...
python
wandb/apis/public.py
2,361
2,391
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,527
wait_until_finished
def wait_until_finished(self): if not self._run: self.wait_until_running() self._run.wait_until_finished() # refetch run to get updated summary self._run.load(force=True) return self._run
python
wandb/apis/public.py
2,394
2,401
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,528
delete
def delete(self, delete_artifacts=False): """Delete the given queued run from the wandb backend.""" query = gql( """ query fetchRunQueuesFromProject($entityName: String!, $projectName: String!, $runQueueName: String!) { project(name: $projectName, entityName: $ent...
python
wandb/apis/public.py
2,404
2,452
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,529
wait_until_running
def wait_until_running(self): if self._run is not None: return self._run if self.container_job: raise LaunchError("Container jobs cannot be waited on") while True: # sleep here to hide an ugly warning time.sleep(2) item = self._get_ite...
python
wandb/apis/public.py
2,455
2,481
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,530
__repr__
def __repr__(self): return f"<QueuedRun {self.queue_name} ({self.id})"
python
wandb/apis/public.py
2,483
2,484
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,531
__init__
def __init__(self, client, entity, project, sweep_id, attrs=None): # TODO: Add agents / flesh this out. super().__init__(dict(attrs or {})) self.client = client self._entity = entity self.project = project self.id = sweep_id self.runs = [] self.load(force...
python
wandb/apis/public.py
2,539
2,548
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,532
entity
def entity(self): return self._entity
python
wandb/apis/public.py
2,551
2,552
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,533
username
def username(self): wandb.termwarn("Sweep.username is deprecated. please use Sweep.entity instead.") return self._entity
python
wandb/apis/public.py
2,555
2,557
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,534
config
def config(self): return util.load_yaml(self._attrs["config"])
python
wandb/apis/public.py
2,560
2,561
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,535
load
def load(self, force: bool = False): if force or not self._attrs: sweep = self.get(self.client, self.entity, self.project, self.id) if sweep is None: raise ValueError("Could not find sweep %s" % self) self._attrs = sweep._attrs self.runs = sweep.ru...
python
wandb/apis/public.py
2,563
2,571
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,536
order
def order(self): if self._attrs.get("config") and self.config.get("metric"): sort_order = self.config["metric"].get("goal", "minimize") prefix = "+" if sort_order == "minimize" else "-" return QueryGenerator.format_order_key( prefix + self.config["metric"]["na...
python
wandb/apis/public.py
2,574
2,580
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,537
best_run
def best_run(self, order=None): """Return the best run sorted by the metric defined in config or the order passed in.""" if order is None: order = self.order else: order = QueryGenerator.format_order_key(order) if order is None: wandb.termwarn( ...
python
wandb/apis/public.py
2,582
2,605
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,538
expected_run_count
def expected_run_count(self) -> Optional[int]: """Return the number of expected runs in the sweep or None for infinite runs.""" return self._attrs.get("runCountExpected")
python
wandb/apis/public.py
2,608
2,610
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,539
path
def path(self): return [ urllib.parse.quote_plus(str(self.entity)), urllib.parse.quote_plus(str(self.project)), urllib.parse.quote_plus(str(self.id)), ]
python
wandb/apis/public.py
2,613
2,618
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,540
url
def url(self): path = self.path path.insert(2, "sweeps") return self.client.app_url + "/".join(path)
python
wandb/apis/public.py
2,621
2,624
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,541
name
def name(self): return self.config.get("name") or self.id
python
wandb/apis/public.py
2,627
2,628
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,542
get
def get( cls, client, entity=None, project=None, sid=None, order=None, query=None, **kwargs, ): """Execute a query against the cloud backend.""" if query is None: query = cls.QUERY variables = { "entity"...
python
wandb/apis/public.py
2,631
2,679
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,543
to_html
def to_html(self, height=420, hidden=False): """Generate HTML containing an iframe displaying this sweep.""" url = self.url + "?jupyter=true" style = f"border:none;width:100%;height:{height}px;" prefix = "" if hidden: style += "display:none;" prefix = ipyt...
python
wandb/apis/public.py
2,681
2,689
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,544
_repr_html_
def _repr_html_(self) -> str: return self.to_html()
python
wandb/apis/public.py
2,691
2,692
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,545
__repr__
def __repr__(self): return "<Sweep {} ({})>".format( "/".join(self.path), self._attrs.get("state", "Unknown State") )
python
wandb/apis/public.py
2,694
2,697
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,546
__init__
def __init__(self, client, run, names=None, per_page=50, upload=False): self.run = run variables = { "project": run.project, "entity": run.entity, "name": run.id, "fileNames": names or [], "upload": upload, } super().__init__(cl...
python
wandb/apis/public.py
2,719
2,728
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,547
length
def length(self): if self.last_response: return self.last_response["project"]["run"]["fileCount"] else: return None
python
wandb/apis/public.py
2,731
2,735
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,548
more
def more(self): if self.last_response: return self.last_response["project"]["run"]["files"]["pageInfo"][ "hasNextPage" ] else: return True
python
wandb/apis/public.py
2,738
2,744
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,549
cursor
def cursor(self): if self.last_response: return self.last_response["project"]["run"]["files"]["edges"][-1]["cursor"] else: return None
python
wandb/apis/public.py
2,747
2,751
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,550
update_variables
def update_variables(self): self.variables.update({"fileLimit": self.per_page, "fileCursor": self.cursor})
python
wandb/apis/public.py
2,753
2,754
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,551
convert_objects
def convert_objects(self): return [ File(self.client, r["node"]) for r in self.last_response["project"]["run"]["files"]["edges"] ]
python
wandb/apis/public.py
2,756
2,760
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,552
__repr__
def __repr__(self): return "<Files {} ({})>".format("/".join(self.run.path), len(self))
python
wandb/apis/public.py
2,762
2,763
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,553
__init__
def __init__(self, client, attrs): self.client = client self._attrs = attrs super().__init__(dict(attrs))
python
wandb/apis/public.py
2,780
2,783
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,554
size
def size(self): size_bytes = self._attrs["sizeBytes"] if size_bytes is not None: return int(size_bytes) return 0
python
wandb/apis/public.py
2,786
2,790
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,555
download
def download( self, root: str = ".", replace: bool = False, exist_ok: bool = False ) -> io.TextIOWrapper: """Downloads a file previously saved by a run from the wandb server. Arguments: replace (boolean): If `True`, download will overwrite a local file if it exis...
python
wandb/apis/public.py
2,798
2,823
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,556
delete
def delete(self): mutation = gql( """ mutation deleteFiles($files: [ID!]!) { deleteFiles(input: { files: $files }) { success } } """ ) self.client.execute(mutation, variable_values={"files": [...
python
wandb/apis/public.py
2,826
2,838
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,557
__repr__
def __repr__(self): return "<File {} ({}) {}>".format( self.name, self.mimetype, util.to_human_size(self.size, units=util.POW_2_BYTES), )
python
wandb/apis/public.py
2,840
2,845
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,558
__init__
def __init__(self, client, project, name=None, entity=None, per_page=50): self.project = project self.name = name variables = { "project": project.name, "entity": project.entity, "viewName": self.name, } super().__init__(client, variables, per_...
python
wandb/apis/public.py
2,884
2,892
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,559
length
def length(self): # TODO: Add the count the backend if self.last_response: return len(self.objects) else: return None
python
wandb/apis/public.py
2,895
2,900
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,560
more
def more(self): if self.last_response: return self.last_response["project"]["allViews"]["pageInfo"]["hasNextPage"] else: return True
python
wandb/apis/public.py
2,903
2,907
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,561
cursor
def cursor(self): if self.last_response: return self.last_response["project"]["allViews"]["edges"][-1]["cursor"] else: return None
python
wandb/apis/public.py
2,910
2,914
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,562
update_variables
def update_variables(self): self.variables.update( {"reportCursor": self.cursor, "reportLimit": self.per_page} )
python
wandb/apis/public.py
2,916
2,919
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,563
convert_objects
def convert_objects(self): if self.last_response["project"] is None: raise ValueError( f"Project {self.variables['project']} does not exist under entity {self.variables['entity']}" ) return [ BetaReport( self.client, r["...
python
wandb/apis/public.py
2,921
2,934
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,564
__repr__
def __repr__(self): return "<Reports {}>".format("/".join(self.project.path))
python
wandb/apis/public.py
2,936
2,937
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,565
__init__
def __init__(self): pass
python
wandb/apis/public.py
2,958
2,959
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,566
format_order_key
def format_order_key(cls, key: str): if key.startswith("+") or key.startswith("-"): direction = key[0] key = key[1:] else: direction = "-" parts = key.split(".") if len(parts) == 1: # Assume the user meant summary_metrics if not a run colum...
python
wandb/apis/public.py
2,962
2,977
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,567
_is_group
def _is_group(self, op): return op.get("filters") is not None
python
wandb/apis/public.py
2,979
2,980
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,568
_is_individual
def _is_individual(self, op): return op.get("key") is not None
python
wandb/apis/public.py
2,982
2,983
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,569
_to_mongo_op_value
def _to_mongo_op_value(self, op, value): if op == "=": return value else: return {self.INDIVIDUAL_OP_TO_MONGO[op]: value}
python
wandb/apis/public.py
2,985
2,989
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,570
key_to_server_path
def key_to_server_path(self, key): if key["section"] == "config": return "config." + key["name"] elif key["section"] == "summary": return "summary_metrics." + key["name"] elif key["section"] == "keys_info": return "keys_info.keys." + key["name"] elif k...
python
wandb/apis/public.py
2,991
3,002
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,571
server_path_to_key
def server_path_to_key(self, path): if path.startswith("config."): return {"section": "config", "name": path.split("config.", 1)[1]} elif path.startswith("summary_metrics."): return {"section": "summary", "name": path.split("summary_metrics.", 1)[1]} elif path.startswith(...
python
wandb/apis/public.py
3,004
3,014
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,572
keys_to_order
def keys_to_order(self, keys): orders = [] for key in keys["keys"]: order = self.key_to_server_path(key["key"]) if key.get("ascending"): order = "+" + order else: order = "-" + order orders.append(order) # return ","...
python
wandb/apis/public.py
3,016
3,026
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,573
order_to_keys
def order_to_keys(self, order): keys = [] for k in order: # orderstr.split(","): name = k[1:] if k[0] == "+": ascending = True elif k[0] == "-": ascending = False else: raise Exception("you must sort by asce...
python
wandb/apis/public.py
3,028
3,042
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,574
_to_mongo_individual
def _to_mongo_individual(self, filter): if filter["key"]["name"] == "": return None if filter.get("value") is None and filter["op"] != "=" and filter["op"] != "!=": return None if filter.get("disabled") is not None and filter["disabled"]: return None ...
python
wandb/apis/public.py
3,044
3,066
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,575
filter_to_mongo
def filter_to_mongo(self, filter): if self._is_individual(filter): return self._to_mongo_individual(filter) elif self._is_group(filter): return { self.GROUP_OP_TO_MONGO[filter["op"]]: [ self.filter_to_mongo(f) for f in filter["filters"] ...
python
wandb/apis/public.py
3,068
3,076
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,576
mongo_to_filter
def mongo_to_filter(self, filter): # Returns {"op": "OR", "filters": [{"op": "AND", "filters": []}]} if filter is None: return None # this covers the case where self.filter_to_mongo returns None. group_op = None for key in filter.keys(): # if self.MONGO_TO_GROUP...
python
wandb/apis/public.py
3,078
3,105
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,577
__init__
def __init__(self, run_set): self.run_set = run_set self.panel_metrics_helper = PanelMetricsHelper()
python
wandb/apis/public.py
3,167
3,169
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,578
_handle_compare
def _handle_compare(self, node): # only left side can be a col left = self.front_to_back(self._handle_fields(node.left)) op = self._handle_ops(node.ops[0]) right = self._handle_fields(node.comparators[0]) # Eq has no op for some reason if op == "=": return {l...
python
wandb/apis/public.py
3,171
3,181
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,579
_handle_fields
def _handle_fields(self, node): result = getattr(node, self.AST_FIELDS.get(type(node))) if isinstance(result, list): return [self._handle_fields(node) for node in result] elif isinstance(result, str): return self._unconvert(result) return result
python
wandb/apis/public.py
3,183
3,189
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,580
_handle_ops
def _handle_ops(self, node): return self.AST_OPERATORS.get(type(node))
python
wandb/apis/public.py
3,191
3,192
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,581
_replace_numeric_dots
def _replace_numeric_dots(self, s): numeric_dots = [] for i, (left, mid, right) in enumerate(zip(s, s[1:], s[2:]), 1): if mid == ".": if ( left.isdigit() and right.isdigit() # 1.2 or left.isdigit() ...
python
wandb/apis/public.py
3,194
3,217
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,582
_convert
def _convert(self, filterstr): _conversion = ( self._replace_numeric_dots(filterstr) # temporarily sub numeric dots .replace(".", self.SPACER) # Allow dotted fields .replace(self.DECIMAL_SPACER, ".") # add them back ) return "(" + _conversion + ")"
python
wandb/apis/public.py
3,219
3,225
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,583
_unconvert
def _unconvert(self, field_name): return field_name.replace(self.SPACER, ".") # Allow dotted fields
python
wandb/apis/public.py
3,227
3,228
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,584
python_to_mongo
def python_to_mongo(self, filterstr): try: tree = ast.parse(self._convert(filterstr), mode="eval") except SyntaxError as e: raise ValueError( "Invalid python comparison expression; form something like `my_col == 123`" ) from e multiple_filters...
python
wandb/apis/public.py
3,230
3,246
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,585
front_to_back
def front_to_back(self, name): name, *rest = name.split(".") rest = "." + ".".join(rest) if rest else "" if name in self.FRONTEND_NAME_MAPPING: return self.FRONTEND_NAME_MAPPING[name] elif name in self.FRONTEND_NAME_MAPPING_REVERSED: return name elif name...
python
wandb/apis/public.py
3,248
3,259
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,586
back_to_front
def back_to_front(self, name): if name in self.FRONTEND_NAME_MAPPING_REVERSED: return self.FRONTEND_NAME_MAPPING_REVERSED[name] elif name in self.FRONTEND_NAME_MAPPING: return name elif ( name.startswith("config.") and ".value" in name ): # may be bri...
python
wandb/apis/public.py
3,261
3,274
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,587
pc_front_to_back
def pc_front_to_back(self, name): name, *rest = name.split(".") rest = "." + ".".join(rest) if rest else "" if name is None: return None elif name in self.panel_metrics_helper.FRONTEND_NAME_MAPPING: return "summary:" + self.panel_metrics_helper.FRONTEND_NAME_MAPPI...
python
wandb/apis/public.py
3,277
3,291
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,588
pc_back_to_front
def pc_back_to_front(self, name): if name is None: return None elif "summary:" in name: name = name.replace("summary:", "") return self.panel_metrics_helper.FRONTEND_NAME_MAPPING_REVERSED.get( name, name ) elif name in self.FRONTEND...
python
wandb/apis/public.py
3,293
3,309
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,589
front_to_back
def front_to_back(self, name): if name in self.FRONTEND_NAME_MAPPING: return self.FRONTEND_NAME_MAPPING[name] return name
python
wandb/apis/public.py
3,324
3,327
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,590
back_to_front
def back_to_front(self, name): if name in self.FRONTEND_NAME_MAPPING_REVERSED: return self.FRONTEND_NAME_MAPPING_REVERSED[name] return name
python
wandb/apis/public.py
3,329
3,332
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,591
special_front_to_back
def special_front_to_back(self, name): if name is None: return name name, *rest = name.split(".") rest = "." + ".".join(rest) if rest else "" # special case for config if name.startswith("c::"): name = name[3:] return f"config:{name}.value{re...
python
wandb/apis/public.py
3,335
3,359
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,592
special_back_to_front
def special_back_to_front(self, name): if name is not None: kind, rest = name.split(":", 1) if kind == "config": pieces = rest.split(".") if len(pieces) <= 1: raise ValueError(f"Invalid name: {name}") elif len(pieces) =...
python
wandb/apis/public.py
3,361
3,388
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,593
__init__
def __init__(self, client, attrs, entity=None, project=None): self.client = client self.project = project self.entity = entity self.query_generator = QueryGenerator() super().__init__(dict(attrs)) self._attrs["spec"] = json.loads(self._attrs["spec"])
python
wandb/apis/public.py
3,404
3,410
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,594
sections
def sections(self): return self.spec["panelGroups"]
python
wandb/apis/public.py
3,413
3,414
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,595
runs
def runs(self, section, per_page=50, only_selected=True): run_set_idx = section.get("openRunSet", 0) run_set = section["runSets"][run_set_idx] order = self.query_generator.key_to_server_path(run_set["sort"]["key"]) if run_set["sort"].get("ascending"): order = "+" + order ...
python
wandb/apis/public.py
3,416
3,437
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,596
updated_at
def updated_at(self): return self._attrs["updatedAt"]
python
wandb/apis/public.py
3,440
3,441
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,597
url
def url(self): return self.client.app_url + "/".join( [ self.entity, self.project, "reports", "--".join( [ urllib.parse.quote(self.display_name.replace(" ", "-")), self...
python
wandb/apis/public.py
3,444
3,457
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,598
to_html
def to_html(self, height=1024, hidden=False): """Generate HTML containing an iframe displaying this report.""" url = self.url + "?jupyter=true" style = f"border:none;width:100%;height:{height}px;" prefix = "" if hidden: style += "display:none;" prefix = ip...
python
wandb/apis/public.py
3,459
3,467
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,599
_repr_html_
def _repr_html_(self) -> str: return self.to_html()
python
wandb/apis/public.py
3,469
3,470
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }
1,600
__init__
def __init__(self, client, run, min_step, max_step, page_size=1000): self.client = client self.run = run self.page_size = page_size self.min_step = min_step self.max_step = max_step self.page_offset = min_step # minStep for next page self.scan_offset = 0 # index...
python
wandb/apis/public.py
3,486
3,494
{ "name": "Git-abouvier/wandb", "url": "https://github.com/Git-abouvier/wandb.git", "license": "MIT", "stars": 0, "forks": 0 }