def ls(ctx, io, query, sort, limit, offset, columns):
"""List runs for this project.
Uses /docs/core/cli/#caching
Examples:
Get all runs:
\b
Get all runs with with status {created or running}, and
creation date between 2018-01-01 and 2018-01-02, and params activation equal to sigmoid
and metric loss less or equal to 0.2
\b
$ polyaxon ops ls \
-q "status:created|running, started_at:2018-01-01..2018-01-02, \
params.activation:sigmoid, metrics.loss:<=0.2"
Get all runs sorted by update date:
\b
$ polyaxon ops ls -s "-updated_at"
Get all runs of kind job:
\b
$ polyaxon ops ls -q "kind: job"
Get all runs of kind service:
\b
$ polyaxon ops ls -q "kind: service"
"""
owner, project_name = get_project_or_local(ctx.obj.get("project"), is_cli=True)
try:
polyaxon_client = RunClient(owner=owner, project=project_name)
response = polyaxon_client.list(
limit=limit, offset=offset, query=query, sort=sort
)
except (ApiException, HTTPError) as e:
handle_cli_error(
e, message="Could not get runs for project `{}`.".format(project_name)
)
sys.exit(1)
meta = get_meta_response(response)
if meta:
Printer.print_header("Runs for project `{}/{}`.".format(owner, project_name))
Printer.print_header("Navigation:")
dict_tabulate(meta)
else:
Printer.print_header(
"No runs found for project `{}/{}`.".format(owner, project_name)
)
objects = [Printer.add_status_color(o.to_dict()) for o in response.results]
if io:
objects = get_runs_with_keys(objects=objects, params_keys=["inputs", "outputs"])
objects = list_dicts_to_tabulate(
objects,
include_attrs=validate_tags(columns),
exclude_attrs=[
"owner",
"project",
"description",
"content",
"raw_content",
"deleted",
"readme",
"settings",
"meta_info",
"original",
"pipeline",
"role",
"status_conditions",
"is_helper",
],
)
else:
objects = list_dicts_to_tabulate(
objects,
include_attrs=validate_tags(columns),
exclude_attrs=[
"owner",
"project",
"description",
"content",
"raw_content",
"deleted",
"readme",
"inputs",
"outputs",
"settings",
"meta_info",
"original",
"pipeline",
"role",
"status_conditions",
"is_helper",
],
)
if objects:
Printer.print_header("Runs:")
objects.pop("project_name", None)
dict_tabulate(objects, is_list_dict=True)
def ls(ctx, io, query, sort, limit, offset):
"""List runs for this project.
Uses [Caching](/references/polyaxon-cli/#caching)
Examples:
Get all runs:
\b
```bash
$ polyaxon project runs
```
Get all runs with with status {created or running}, and
creation date between 2018-01-01 and 2018-01-02, and params activation equal to sigmoid
and metric loss less or equal to 0.2
\b
```bash
$ polyaxon project runs \
-q "status:created|running, started_at:2018-01-01..2018-01-02, \
params.activation:sigmoid, metric.loss:<=0.2"
```
Get all runs sorted by update date
\b
```bash
$ polyaxon project runs -s "-updated_at"
```
"""
owner, project_name = get_project_or_local(ctx.obj.get("project"))
try:
polyaxon_client = PolyaxonClient()
params = get_query_params(limit=limit,
offset=offset,
query=query,
sort=sort)
response = polyaxon_client.runs_v1.list_runs(owner=owner,
project=project_name,
**params)
except (ApiException, HTTPError) as e:
handle_cli_error(e,
message="Could not get runs for project `{}`.".format(
project_name))
sys.exit(1)
meta = get_meta_response(response)
if meta:
Printer.print_header("Experiments for project `{}/{}`.".format(
owner, project_name))
Printer.print_header("Navigation:")
dict_tabulate(meta)
else:
Printer.print_header("No runs found for project `{}/{}`.".format(
owner, project_name))
objects = [Printer.add_status_color(o.to_dict()) for o in response.results]
if io:
objects = get_runs_with_keys(objects=objects,
params_keys=["inputs", "outputs"])
objects = list_dicts_to_tabulate(
objects,
exclude_attrs=[
"owner",
"project",
"description",
"content",
"deleted",
"readme",
"run_env",
],
)
else:
objects = list_dicts_to_tabulate(
objects,
exclude_attrs=[
"owner",
"project",
"description",
"content",
"deleted",
"readme",
"run_env",
"inputs",
"outputs",
],
)
if objects:
Printer.print_header("Runs:")
objects.pop("project_name", None)
dict_tabulate(objects, is_list_dict=True)