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import argparse
from trackio import show, sync
from trackio.cli_helpers import (
error_exit,
format_json,
format_list,
format_metric_values,
format_project_summary,
format_run_summary,
format_system_metric_names,
format_system_metrics,
)
from trackio.sqlite_storage import SQLiteStorage
from trackio.ui.main import get_project_summary, get_run_summary
def main():
parser = argparse.ArgumentParser(description="Trackio CLI")
subparsers = parser.add_subparsers(dest="command")
ui_parser = subparsers.add_parser(
"show", help="Show the Trackio dashboard UI for a project"
)
ui_parser.add_argument(
"--project", required=False, help="Project name to show in the dashboard"
)
ui_parser.add_argument(
"--theme",
required=False,
default="default",
help="A Gradio Theme to use for the dashboard instead of the default, can be a built-in theme (e.g. 'soft', 'citrus'), or a theme from the Hub (e.g. 'gstaff/xkcd').",
)
ui_parser.add_argument(
"--mcp-server",
action="store_true",
help="Enable MCP server functionality. The Trackio dashboard will be set up as an MCP server and certain functions will be exposed as MCP tools.",
)
ui_parser.add_argument(
"--footer",
action="store_true",
default=True,
help="Show the Gradio footer. Use --no-footer to hide it.",
)
ui_parser.add_argument(
"--no-footer",
dest="footer",
action="store_false",
help="Hide the Gradio footer.",
)
ui_parser.add_argument(
"--color-palette",
required=False,
help="Comma-separated list of hex color codes for plot lines (e.g. '#FF0000,#00FF00,#0000FF'). If not provided, the TRACKIO_COLOR_PALETTE environment variable will be used, or the default palette if not set.",
)
sync_parser = subparsers.add_parser(
"sync",
help="Sync a local project's database to a Hugging Face Space. If the Space does not exist, it will be created.",
)
sync_parser.add_argument(
"--project", required=True, help="The name of the local project."
)
sync_parser.add_argument(
"--space-id",
required=True,
help="The Hugging Face Space ID where the project will be synced (e.g. username/space_id).",
)
sync_parser.add_argument(
"--private",
action="store_true",
help="Make the Hugging Face Space private if creating a new Space. By default, the repo will be public unless the organization's default is private. This value is ignored if the repo already exists.",
)
sync_parser.add_argument(
"--force",
action="store_true",
help="Overwrite the existing database without prompting for confirmation.",
)
list_parser = subparsers.add_parser(
"list",
help="List projects, runs, or metrics",
)
list_subparsers = list_parser.add_subparsers(dest="list_type", required=True)
list_projects_parser = list_subparsers.add_parser(
"projects",
help="List all projects",
)
list_projects_parser.add_argument(
"--json",
action="store_true",
help="Output in JSON format",
)
list_runs_parser = list_subparsers.add_parser(
"runs",
help="List runs for a project",
)
list_runs_parser.add_argument(
"--project",
required=True,
help="Project name",
)
list_runs_parser.add_argument(
"--json",
action="store_true",
help="Output in JSON format",
)
list_metrics_parser = list_subparsers.add_parser(
"metrics",
help="List metrics for a run",
)
list_metrics_parser.add_argument(
"--project",
required=True,
help="Project name",
)
list_metrics_parser.add_argument(
"--run",
required=True,
help="Run name",
)
list_metrics_parser.add_argument(
"--json",
action="store_true",
help="Output in JSON format",
)
list_system_metrics_parser = list_subparsers.add_parser(
"system-metrics",
help="List system metrics for a run",
)
list_system_metrics_parser.add_argument(
"--project",
required=True,
help="Project name",
)
list_system_metrics_parser.add_argument(
"--run",
required=True,
help="Run name",
)
list_system_metrics_parser.add_argument(
"--json",
action="store_true",
help="Output in JSON format",
)
get_parser = subparsers.add_parser(
"get",
help="Get project, run, or metric information",
)
get_subparsers = get_parser.add_subparsers(dest="get_type", required=True)
get_project_parser = get_subparsers.add_parser(
"project",
help="Get project summary",
)
get_project_parser.add_argument(
"--project",
required=True,
help="Project name",
)
get_project_parser.add_argument(
"--json",
action="store_true",
help="Output in JSON format",
)
get_run_parser = get_subparsers.add_parser(
"run",
help="Get run summary",
)
get_run_parser.add_argument(
"--project",
required=True,
help="Project name",
)
get_run_parser.add_argument(
"--run",
required=True,
help="Run name",
)
get_run_parser.add_argument(
"--json",
action="store_true",
help="Output in JSON format",
)
get_metric_parser = get_subparsers.add_parser(
"metric",
help="Get metric values for a run",
)
get_metric_parser.add_argument(
"--project",
required=True,
help="Project name",
)
get_metric_parser.add_argument(
"--run",
required=True,
help="Run name",
)
get_metric_parser.add_argument(
"--metric",
required=True,
help="Metric name",
)
get_metric_parser.add_argument(
"--json",
action="store_true",
help="Output in JSON format",
)
get_system_metric_parser = get_subparsers.add_parser(
"system-metric",
help="Get system metric values for a run",
)
get_system_metric_parser.add_argument(
"--project",
required=True,
help="Project name",
)
get_system_metric_parser.add_argument(
"--run",
required=True,
help="Run name",
)
get_system_metric_parser.add_argument(
"--metric",
required=False,
help="System metric name (optional, if not provided returns all system metrics)",
)
get_system_metric_parser.add_argument(
"--json",
action="store_true",
help="Output in JSON format",
)
args = parser.parse_args()
if args.command == "show":
color_palette = None
if args.color_palette:
color_palette = [color.strip() for color in args.color_palette.split(",")]
show(
project=args.project,
theme=args.theme,
mcp_server=args.mcp_server,
footer=args.footer,
color_palette=color_palette,
)
elif args.command == "sync":
sync(
project=args.project,
space_id=args.space_id,
private=args.private,
force=args.force,
)
elif args.command == "list":
if args.list_type == "projects":
projects = SQLiteStorage.get_projects()
if args.json:
print(format_json({"projects": projects}))
else:
print(format_list(projects, "Projects"))
elif args.list_type == "runs":
db_path = SQLiteStorage.get_project_db_path(args.project)
if not db_path.exists():
error_exit(f"Project '{args.project}' not found.")
runs = SQLiteStorage.get_runs(args.project)
if args.json:
print(format_json({"project": args.project, "runs": runs}))
else:
print(format_list(runs, f"Runs in '{args.project}'"))
elif args.list_type == "metrics":
db_path = SQLiteStorage.get_project_db_path(args.project)
if not db_path.exists():
error_exit(f"Project '{args.project}' not found.")
runs = SQLiteStorage.get_runs(args.project)
if args.run not in runs:
error_exit(f"Run '{args.run}' not found in project '{args.project}'.")
metrics = SQLiteStorage.get_all_metrics_for_run(args.project, args.run)
if args.json:
print(
format_json(
{"project": args.project, "run": args.run, "metrics": metrics}
)
)
else:
print(
format_list(
metrics, f"Metrics for '{args.run}' in '{args.project}'"
)
)
elif args.list_type == "system-metrics":
db_path = SQLiteStorage.get_project_db_path(args.project)
if not db_path.exists():
error_exit(f"Project '{args.project}' not found.")
runs = SQLiteStorage.get_runs(args.project)
if args.run not in runs:
error_exit(f"Run '{args.run}' not found in project '{args.project}'.")
system_metrics = SQLiteStorage.get_all_system_metrics_for_run(
args.project, args.run
)
if args.json:
print(
format_json(
{
"project": args.project,
"run": args.run,
"system_metrics": system_metrics,
}
)
)
else:
print(format_system_metric_names(system_metrics))
elif args.command == "get":
if args.get_type == "project":
db_path = SQLiteStorage.get_project_db_path(args.project)
if not db_path.exists():
error_exit(f"Project '{args.project}' not found.")
summary = get_project_summary(args.project)
if args.json:
print(format_json(summary))
else:
print(format_project_summary(summary))
elif args.get_type == "run":
db_path = SQLiteStorage.get_project_db_path(args.project)
if not db_path.exists():
error_exit(f"Project '{args.project}' not found.")
runs = SQLiteStorage.get_runs(args.project)
if args.run not in runs:
error_exit(f"Run '{args.run}' not found in project '{args.project}'.")
summary = get_run_summary(args.project, args.run)
if args.json:
print(format_json(summary))
else:
print(format_run_summary(summary))
elif args.get_type == "metric":
db_path = SQLiteStorage.get_project_db_path(args.project)
if not db_path.exists():
error_exit(f"Project '{args.project}' not found.")
runs = SQLiteStorage.get_runs(args.project)
if args.run not in runs:
error_exit(f"Run '{args.run}' not found in project '{args.project}'.")
metrics = SQLiteStorage.get_all_metrics_for_run(args.project, args.run)
if args.metric not in metrics:
error_exit(
f"Metric '{args.metric}' not found in run '{args.run}' of project '{args.project}'."
)
values = SQLiteStorage.get_metric_values(
args.project, args.run, args.metric
)
if args.json:
print(
format_json(
{
"project": args.project,
"run": args.run,
"metric": args.metric,
"values": values,
}
)
)
else:
print(format_metric_values(values))
elif args.get_type == "system-metric":
db_path = SQLiteStorage.get_project_db_path(args.project)
if not db_path.exists():
error_exit(f"Project '{args.project}' not found.")
runs = SQLiteStorage.get_runs(args.project)
if args.run not in runs:
error_exit(f"Run '{args.run}' not found in project '{args.project}'.")
if args.metric:
system_metrics = SQLiteStorage.get_system_logs(args.project, args.run)
all_system_metric_names = SQLiteStorage.get_all_system_metrics_for_run(
args.project, args.run
)
if args.metric not in all_system_metric_names:
error_exit(
f"System metric '{args.metric}' not found in run '{args.run}' of project '{args.project}'."
)
filtered_metrics = [
{
k: v
for k, v in entry.items()
if k == "timestamp" or k == args.metric
}
for entry in system_metrics
if args.metric in entry
]
if args.json:
print(
format_json(
{
"project": args.project,
"run": args.run,
"metric": args.metric,
"values": filtered_metrics,
}
)
)
else:
print(format_system_metrics(filtered_metrics))
else:
system_metrics = SQLiteStorage.get_system_logs(args.project, args.run)
if args.json:
print(
format_json(
{
"project": args.project,
"run": args.run,
"system_metrics": system_metrics,
}
)
)
else:
print(format_system_metrics(system_metrics))
else:
parser.print_help()
if __name__ == "__main__":
main()
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