Submission Groups

• Type is fixed per group:
  • simulation
  • training
• Each group has one group_id
• Each line item is tracked independently (partial accept is supported)

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Why Use Groups

• Submit many items in one flow (up to configured max per group)
• Track aggregate progress with one ID
• Inspect per-item errors without losing successful items
• Cancel remaining queued/running work at group level

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API Endpoints

• POST /v1/submission-groups
• POST /v1/submission-groups/{group_id}/ingest
• GET /v1/submission-groups/{group_id}
• GET /v1/submission-groups
• GET /v1/submission-groups/{group_id}/items
• GET /v1/submission-groups/{group_id}/events
• POST /v1/submission-groups/{group_id}/cancel

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SDK Shortcuts

• client.submit_many_jobs(...)
• client.submit_many_training_runs(...)
• client.watch_submission_group(group_id, ...)
• client.list_submission_group_items(group_id, ...)
• client.cancel_submission_group(group_id)

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Example: Batch Simulation Submit

import hardsim as hs

client = hs.HardsimClient.from_env()

group = client.submit_many_jobs(
    name="franka-grid-10",
    jobs=[
        {
            "job_type": "rollout",
            "robot": {"urdf_asset_id": "asset_robot_fr3"},
            "scene": {"usd_asset_id": "asset_scene_table"},
            "physics": {"dt": 0.005, "substeps": 2},
            "execution": {"num_envs": 8, "steps": 512, "seed": i + 1},
            "outputs": {"video": True, "log_format": "zarr"},
            "control": {"task_mode": "fr3_pick_lift_block_v1", "fix_base": True},
        }
        for i in range(10)
    ],
)

group_id = group["group_id"]
print("group:", group_id)

​

Monitor From Terminal

result = client.watch_submission_group(
    group_id,
    poll_interval_s=2.0,
    timeout_s=3600,
)
print(result["status"])

​

Item-Level Debugging

items = client.list_submission_group_items(group_id, limit=500)["items"]
failed = [x for x in items if x["status"] in {"invalid", "failed", "submit_failed"}]
for item in failed[:20]:
    print(item["line_no"], item.get("error_code"), item.get("error_detail"))

​

Filter Existing Workloads By Group

• GET /v0/jobs?submission_group_id=grp_your_group_id
• GET /v1/training-runs?submission_group_id=grp_your_group_id