Revert public metadata upload pending approval
Browse files- DATA_DICTIONARY.md +0 -107
- PARQUET_VALIDATION.md +0 -30
- README.md +12 -155
- manifest.csv +0 -0
- manifest.parquet +0 -3
DATA_DICTIONARY.md
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# Data Dictionary
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## Files
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| Path | Purpose |
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|---|---|
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| `README.md` | Dataset card and quickstart. |
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| `manifest.csv` | Human-readable experiment index. |
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| `manifest.parquet` | Parquet copy of the experiment index. |
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| `data/<config>/<public_experiment_id>.parquet` | Long-format time-series rows for one experiment. |
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| `PARQUET_VALIDATION.md` | Validation summary for the published Parquet files. |
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## Time-Series Parquet Schema
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Every experiment Parquet file has the same five columns:
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| Column | Type | Description |
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|---|---|---|
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| `time_ns` | `int64` | Timestamp in nanoseconds from the recorded time base. |
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| `time_utc` | `timestamp[ns, tz=UTC]` | UTC timestamp. |
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| 21 |
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| `experiment` | `string` | Experiment identifier stored with the rows. |
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| `field` | `string` | Signal name, such as `elbow_q` or `right_knee/actual_q`. |
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| `value` | `double` | Numeric measurement value. |
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The data is long format: each timestamp and signal appears as a row. To work in a conventional table shape, pivot by `field`.
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## Manifest Columns
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| Column | Description |
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|---|---|
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| `public_experiment_id` | Public experiment ID used for filenames and examples. |
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| `hf_config` | Hugging Face config and subfolder containing the experiment Parquet. |
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| `hf_relative_path` | Relative path to the experiment Parquet inside the dataset repo. |
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| `robot` | Robot family, such as `h1` or `g1`. |
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| `platform` | Collection platform or source category. |
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| `experiment_group` | High-level group, such as `single_joint`, `multijoint`, or `single_joint_sysid`. |
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| `joint_group` | Joint grouping, such as arm, leg, or elbow teststand context. |
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| `joint` | Specific joint or multi-joint grouping. |
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| `motion_type` | Motion/program type parsed from the experiment name. |
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| `pose` | Pose label when encoded in the experiment name. |
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| 41 |
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| `trial` | Trial number when encoded in the experiment name. |
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| 42 |
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| `position` | Position label for teststand/sysid runs when available. |
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| 43 |
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| `frequency_hz` | Frequency value parsed from the experiment name when available. |
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| 44 |
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| `amplitude` | Amplitude value parsed from the experiment name when available. |
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| 45 |
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| `recorded_at_from_name_utc` | UTC timestamp parsed from the experiment name when available. |
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| `min_time_utc` | Earliest timestamp in the experiment Parquet. |
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| `max_time_utc` | Latest timestamp in the experiment Parquet. |
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| `row_count` | Number of rows in the experiment Parquet. |
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| `field_count` | Number of distinct signal fields in the experiment Parquet. |
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| `parquet_size_bytes` | Size of the experiment Parquet file in bytes. |
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| `has_current` | Whether the experiment includes a current signal. |
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| `has_voltage` | Whether the experiment includes a voltage signal. |
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| `field_names` | Comma-separated list of signal fields in the experiment Parquet. |
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| `release_status` | Release readiness label, such as `ready` or `partial_electrical`. |
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| `quality_notes` | Data-quality notes for the experiment. |
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## Configs
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| Config | Files | Rows | Notes |
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|---|---:|---:|---|
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| `h1_single_joint` | 79 | 38,992,000 | H1 actual robot single-joint experiments. |
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| `h1_multijoint` | 98 | 35,856,000 | H1 actual robot multijoint experiments. |
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| `h1_elbow_teststand` | 156 | 27,660,000 | H1 elbow teststand experiments. |
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| `g1_leg_single_joint` | 126 | 74,339,640 | G1 leg single-joint experiments. |
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| `g1_leg_multijoint` | 15 | 9,353,880 | G1 leg multijoint experiments. |
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| `g1_arm_single_joint` | 84 | 34,414,560 | G1 arm single-joint experiments. |
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| `g1_arm_multijoint` | 15 | 6,062,832 | G1 arm multijoint experiments. |
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## Field Naming Notes
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H1 actual robot files use fields such as:
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```text
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elbow_q, elbow_dq, elbow_tau, elbow_temp
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shoulder_pitch_q, shoulder_pitch_dq, shoulder_pitch_tau, shoulder_pitch_temp
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shoulder_raise_q, shoulder_raise_dq, shoulder_raise_tau, shoulder_raise_temp
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shoulder_yaw_q, shoulder_yaw_dq, shoulder_yaw_tau, shoulder_yaw_temp
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```
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H1 elbow teststand files use:
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```text
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elbow_q, elbow_dq, elbow_tau, elbow_temp
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elbow_current, elbow_voltage
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```
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Seven H1 elbow teststand files are marked `partial_electrical` and include only:
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```text
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elbow_q, elbow_dq, elbow_tau, elbow_temp
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```
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G1 arm and leg files use slash-separated joint/signal names:
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```text
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right_elbow/actual_q
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right_elbow/command_q
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right_elbow/dq
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right_elbow/ddq
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right_elbow/position_error
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right_elbow/tau_est
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right_elbow/temperature_0
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right_elbow/temperature_1
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right_elbow/voltage
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```
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The same signal suffix pattern is used across the relevant G1 joints in each arm or leg config.
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PARQUET_VALIDATION.md
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# Parquet Validation Summary
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Validated locally before upload on 2026-06-05 PDT.
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## Result
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- Manifest rows: 573
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- Parquet files under `data/`: 573
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- Files opened and read: 573
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- Missing files: 0
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- Extra files: 0
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- Empty files: 0
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- Total rows in manifest: 226,678,912
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- Total rows read from Parquet: 226,678,912
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- Total Parquet bytes in manifest: 1,857,492,979
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- Null cells in required columns: 0
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- NaN measurement values: 0
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- Infinite measurement values: 0
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- Schema mismatches: 0
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- Row-count mismatches: 0
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- Field-name mismatches: 0
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Overall result: pass.
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## Release Status
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- `ready`: 566 files
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- `partial_electrical`: 7 files
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The `partial_electrical` files are H1 elbow teststand experiments that have position/velocity/torque/temperature fields but do not include current and voltage. They are marked explicitly in the manifest.
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README.md
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@@ -3,168 +3,25 @@ license: apache-2.0
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tags:
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- robotics
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- sim-to-real
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- system-identification
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- h1
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- g1
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- unitree
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- isaaclab
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- newton
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configs:
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- config_name: manifest
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data_files: manifest.parquet
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default: true
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- config_name: h1_single_joint
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data_files: data/h1_single_joint/*.parquet
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default: false
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- config_name: h1_multijoint
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data_files: data/h1_multijoint/*.parquet
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default: false
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- config_name: h1_elbow_teststand
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data_files: data/h1_elbow_teststand/*.parquet
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default: false
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- config_name: g1_leg_single_joint
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data_files: data/g1_leg_single_joint/*.parquet
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default: false
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- config_name: g1_leg_multijoint
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data_files: data/g1_leg_multijoint/*.parquet
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default: false
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- config_name: g1_arm_single_joint
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data_files: data/g1_arm_single_joint/*.parquet
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default: false
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- config_name: g1_arm_multijoint
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data_files: data/g1_arm_multijoint/*.parquet
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default: false
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---
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This dataset is used to calibrate simulation against physical measurements for zero-shot sim-to-real deployment. It contains H1 and G1 robot system-identification time-series experiments in Parquet format.
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The experiment files are stored under:
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```text
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data/<config>/<public_experiment_id>.parquet
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```
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## Quickstart
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```python
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from huggingface_hub import hf_hub_download
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import pandas as pd
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repo_id = "nvidia/Anchor-Lab"
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manifest_path = hf_hub_download(
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repo_id=repo_id,
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repo_type="dataset",
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filename="manifest.csv",
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)
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manifest = pd.read_csv(manifest_path)
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# Example: H1 elbow teststand experiments with current and voltage.
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subset = manifest[
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(manifest["hf_config"] == "h1_elbow_teststand")
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& (manifest["has_current"])
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& (manifest["has_voltage"])
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& (manifest["release_status"] == "ready")
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]
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row = subset.iloc[0]
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parquet_path = hf_hub_download(
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repo_id=repo_id,
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repo_type="dataset",
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filename=row["hf_relative_path"],
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)
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df = pd.read_parquet(parquet_path)
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print(row["public_experiment_id"])
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print(df.head())
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```
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Plot one signal:
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```python
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import matplotlib.pyplot as plt
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signal = df[df["field"] == "elbow_q"].sort_values("time_ns")
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plt.plot(signal["time_utc"], signal["value"])
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plt.xlabel("time")
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plt.ylabel("elbow_q")
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plt.show()
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```
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Convert one long-format experiment to wide format:
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```python
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wide = (
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df.pivot_table(
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index=["time_ns", "time_utc", "experiment"],
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columns="field",
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values="value",
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aggfunc="first",
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)
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.reset_index()
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)
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```
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## Configs
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| Config | Experiments | Description |
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|---|---:|---|
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| `manifest` | 573 | One row per experiment. Use this first. |
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| `h1_single_joint` | 79 | H1 actual robot single-joint experiments. |
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| `h1_multijoint` | 98 | H1 actual robot multijoint experiments. |
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| `h1_elbow_teststand` | 156 | H1 elbow teststand experiments. |
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| `g1_leg_single_joint` | 126 | G1 leg single-joint experiments. |
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| `g1_leg_multijoint` | 15 | G1 leg multijoint experiments. |
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| `g1_arm_single_joint` | 84 | G1 arm single-joint experiments. |
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| `g1_arm_multijoint` | 15 | G1 arm multijoint experiments. |
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## Common Filters
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```python
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# All G1 leg single-joint experiments.
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manifest[(manifest["robot"] == "g1") & (manifest["hf_config"] == "g1_leg_single_joint")]
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# H1 teststand experiments with electrical measurements.
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manifest[
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(manifest["hf_config"] == "h1_elbow_teststand")
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& (manifest["has_current"])
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& (manifest["has_voltage"])
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]
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# Experiments marked ready.
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manifest[manifest["release_status"] == "ready"]
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```
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## Data Notes
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| 153 |
-
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- 573 Parquet files are included.
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- All files use the same long-format schema: `time_ns`, `time_utc`, `experiment`, `field`, `value`.
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- 566 experiments are marked `ready`.
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- 7 H1 elbow teststand experiments are marked `partial_electrical`; they contain valid mechanical fields but do not include current/voltage.
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- See `DATA_DICTIONARY.md` for manifest column descriptions and signal naming notes.
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- See `PARQUET_VALIDATION.md` for the local validation summary.
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## Contributors
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| 162 |
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* Elena Shrestha `<eshrestha@nvidia.com>`
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* Vignesh Bhavananthan `<vbhavanantha@nvidia.com>`
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* Vidur Vij `<vidurv@nvidia.com>`
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* Alex Omar `<aomar@nvidia.com>`
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* Andrew Wrenn `<awrenn@nvidia.com>`
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* Justin Shrake `<jshrake@nvidia.com>`
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* Michael Clive `<mclive@nvidia.com>`
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| 170 |
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* Hong Wang `<hongw@nvidia.com>`
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tags:
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- robotics
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- sim-to-real
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| 6 |
- h1
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- g1
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- unitree
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+
- RL
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- isaaclab
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- newton
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| 12 |
---
|
| 13 |
|
| 14 |
+
These datasets were captured from Anchor Lab, a sim-to-real transfer laboratory from Nvidia Robotics.
|
| 15 |
|
| 16 |
+
This dataset is used to calibrate simulation against physical measurements for zero-shot sim-to-real deployment.
|
| 17 |
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| 18 |
|
| 19 |
+
Contributors:
|
| 20 |
+
* Elena Shrestha <eshrestha@nvidia.com>
|
| 21 |
+
* Vignesh Bhavananthan <vbhavanantha@nvidia.com>
|
| 22 |
+
* Vidur Vij <vidurv@nvidia.com>
|
| 23 |
+
* Alex Omar <aomar@nvidia.com>
|
| 24 |
+
* Andrew Wrenn <awrenn@nvidia.com>
|
| 25 |
+
* Justin Shrake <jshrake@nvidia.com>
|
| 26 |
+
* Michael Clive <mclive@nvidia.com>
|
| 27 |
+
* Hong Wang <hongw@nvidia.com>
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manifest.csv
DELETED
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See raw diff
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manifest.parquet
DELETED
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@@ -1,3 +0,0 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:8098251ab9b2e17788f9adc70226a1fecb659684008e437974fa62fb92f1fcc6
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| 3 |
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size 56808
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