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Revert public metadata upload pending approval

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  1. DATA_DICTIONARY.md +0 -107
  2. PARQUET_VALIDATION.md +0 -30
  3. README.md +12 -155
  4. manifest.csv +0 -0
  5. manifest.parquet +0 -3
DATA_DICTIONARY.md DELETED
@@ -1,107 +0,0 @@
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- # Data Dictionary
2
-
3
- ## Files
4
-
5
- | Path | Purpose |
6
- |---|---|
7
- | `README.md` | Dataset card and quickstart. |
8
- | `manifest.csv` | Human-readable experiment index. |
9
- | `manifest.parquet` | Parquet copy of the experiment index. |
10
- | `data/<config>/<public_experiment_id>.parquet` | Long-format time-series rows for one experiment. |
11
- | `PARQUET_VALIDATION.md` | Validation summary for the published Parquet files. |
12
-
13
- ## Time-Series Parquet Schema
14
-
15
- Every experiment Parquet file has the same five columns:
16
-
17
- | Column | Type | Description |
18
- |---|---|---|
19
- | `time_ns` | `int64` | Timestamp in nanoseconds from the recorded time base. |
20
- | `time_utc` | `timestamp[ns, tz=UTC]` | UTC timestamp. |
21
- | `experiment` | `string` | Experiment identifier stored with the rows. |
22
- | `field` | `string` | Signal name, such as `elbow_q` or `right_knee/actual_q`. |
23
- | `value` | `double` | Numeric measurement value. |
24
-
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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`.
26
-
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- ## Manifest Columns
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-
29
- | Column | Description |
30
- |---|---|
31
- | `public_experiment_id` | Public experiment ID used for filenames and examples. |
32
- | `hf_config` | Hugging Face config and subfolder containing the experiment Parquet. |
33
- | `hf_relative_path` | Relative path to the experiment Parquet inside the dataset repo. |
34
- | `robot` | Robot family, such as `h1` or `g1`. |
35
- | `platform` | Collection platform or source category. |
36
- | `experiment_group` | High-level group, such as `single_joint`, `multijoint`, or `single_joint_sysid`. |
37
- | `joint_group` | Joint grouping, such as arm, leg, or elbow teststand context. |
38
- | `joint` | Specific joint or multi-joint grouping. |
39
- | `motion_type` | Motion/program type parsed from the experiment name. |
40
- | `pose` | Pose label when encoded in the experiment name. |
41
- | `trial` | Trial number when encoded in the experiment name. |
42
- | `position` | Position label for teststand/sysid runs when available. |
43
- | `frequency_hz` | Frequency value parsed from the experiment name when available. |
44
- | `amplitude` | Amplitude value parsed from the experiment name when available. |
45
- | `recorded_at_from_name_utc` | UTC timestamp parsed from the experiment name when available. |
46
- | `min_time_utc` | Earliest timestamp in the experiment Parquet. |
47
- | `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. |
50
- | `parquet_size_bytes` | Size of the experiment Parquet file in bytes. |
51
- | `has_current` | Whether the experiment includes a current signal. |
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- | `has_voltage` | Whether the experiment includes a voltage signal. |
53
- | `field_names` | Comma-separated list of signal fields in the experiment Parquet. |
54
- | `release_status` | Release readiness label, such as `ready` or `partial_electrical`. |
55
- | `quality_notes` | Data-quality notes for the experiment. |
56
-
57
- ## Configs
58
-
59
- | Config | Files | Rows | Notes |
60
- |---|---:|---:|---|
61
- | `h1_single_joint` | 79 | 38,992,000 | H1 actual robot single-joint experiments. |
62
- | `h1_multijoint` | 98 | 35,856,000 | H1 actual robot multijoint experiments. |
63
- | `h1_elbow_teststand` | 156 | 27,660,000 | H1 elbow teststand experiments. |
64
- | `g1_leg_single_joint` | 126 | 74,339,640 | G1 leg single-joint experiments. |
65
- | `g1_leg_multijoint` | 15 | 9,353,880 | G1 leg multijoint experiments. |
66
- | `g1_arm_single_joint` | 84 | 34,414,560 | G1 arm single-joint experiments. |
67
- | `g1_arm_multijoint` | 15 | 6,062,832 | G1 arm multijoint experiments. |
68
-
69
- ## Field Naming Notes
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-
71
- H1 actual robot files use fields such as:
72
-
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- ```text
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- elbow_q, elbow_dq, elbow_tau, elbow_temp
75
- shoulder_pitch_q, shoulder_pitch_dq, shoulder_pitch_tau, shoulder_pitch_temp
76
- shoulder_raise_q, shoulder_raise_dq, shoulder_raise_tau, shoulder_raise_temp
77
- shoulder_yaw_q, shoulder_yaw_dq, shoulder_yaw_tau, shoulder_yaw_temp
78
- ```
79
-
80
- H1 elbow teststand files use:
81
-
82
- ```text
83
- elbow_q, elbow_dq, elbow_tau, elbow_temp
84
- elbow_current, elbow_voltage
85
- ```
86
-
87
- Seven H1 elbow teststand files are marked `partial_electrical` and include only:
88
-
89
- ```text
90
- elbow_q, elbow_dq, elbow_tau, elbow_temp
91
- ```
92
-
93
- G1 arm and leg files use slash-separated joint/signal names:
94
-
95
- ```text
96
- right_elbow/actual_q
97
- right_elbow/command_q
98
- right_elbow/dq
99
- right_elbow/ddq
100
- right_elbow/position_error
101
- right_elbow/tau_est
102
- right_elbow/temperature_0
103
- right_elbow/temperature_1
104
- right_elbow/voltage
105
- ```
106
-
107
- The same signal suffix pattern is used across the relevant G1 joints in each arm or leg config.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
PARQUET_VALIDATION.md DELETED
@@ -1,30 +0,0 @@
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- # Parquet Validation Summary
2
-
3
- Validated locally before upload on 2026-06-05 PDT.
4
-
5
- ## Result
6
-
7
- - Manifest rows: 573
8
- - Parquet files under `data/`: 573
9
- - Files opened and read: 573
10
- - Missing files: 0
11
- - Extra files: 0
12
- - Empty files: 0
13
- - Total rows in manifest: 226,678,912
14
- - Total rows read from Parquet: 226,678,912
15
- - Total Parquet bytes in manifest: 1,857,492,979
16
- - Null cells in required columns: 0
17
- - NaN measurement values: 0
18
- - Infinite measurement values: 0
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- - Schema mismatches: 0
20
- - Row-count mismatches: 0
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- - Field-name mismatches: 0
22
-
23
- Overall result: pass.
24
-
25
- ## Release Status
26
-
27
- - `ready`: 566 files
28
- - `partial_electrical`: 7 files
29
-
30
- 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.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README.md CHANGED
@@ -3,168 +3,25 @@ license: apache-2.0
3
  tags:
4
  - robotics
5
  - sim-to-real
6
- - system-identification
7
  - h1
8
  - g1
9
  - unitree
 
10
  - isaaclab
11
  - newton
12
- configs:
13
- - config_name: manifest
14
- data_files: manifest.parquet
15
- default: true
16
- - config_name: h1_single_joint
17
- data_files: data/h1_single_joint/*.parquet
18
- default: false
19
- - config_name: h1_multijoint
20
- data_files: data/h1_multijoint/*.parquet
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- default: false
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- - config_name: h1_elbow_teststand
23
- data_files: data/h1_elbow_teststand/*.parquet
24
- 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
30
- default: false
31
- - config_name: g1_arm_single_joint
32
- data_files: data/g1_arm_single_joint/*.parquet
33
- default: false
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- - config_name: g1_arm_multijoint
35
- data_files: data/g1_arm_multijoint/*.parquet
36
- default: false
37
  ---
38
 
39
- # Anchor Lab Robot System Identification Dataset
40
 
41
- These datasets were captured from Anchor Lab, a sim-to-real transfer laboratory from NVIDIA Robotics.
42
 
43
- 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.
44
 
45
- ## Start Here
46
-
47
- Start with the default `manifest` config. It has one row per experiment and tells you which Parquet file to open.
48
-
49
- Each experiment Parquet file uses long-format time-series rows:
50
-
51
- ```text
52
- time_ns, time_utc, experiment, field, value
53
- ```
54
-
55
- The experiment files are stored under:
56
-
57
- ```text
58
- data/<config>/<public_experiment_id>.parquet
59
- ```
60
-
61
- ## Quickstart
62
-
63
- ```python
64
- from huggingface_hub import hf_hub_download
65
- import pandas as pd
66
-
67
- repo_id = "nvidia/Anchor-Lab"
68
-
69
- manifest_path = hf_hub_download(
70
- repo_id=repo_id,
71
- repo_type="dataset",
72
- filename="manifest.csv",
73
- )
74
- manifest = pd.read_csv(manifest_path)
75
-
76
- # Example: H1 elbow teststand experiments with current and voltage.
77
- subset = manifest[
78
- (manifest["hf_config"] == "h1_elbow_teststand")
79
- & (manifest["has_current"])
80
- & (manifest["has_voltage"])
81
- & (manifest["release_status"] == "ready")
82
- ]
83
-
84
- row = subset.iloc[0]
85
- parquet_path = hf_hub_download(
86
- repo_id=repo_id,
87
- repo_type="dataset",
88
- filename=row["hf_relative_path"],
89
- )
90
-
91
- df = pd.read_parquet(parquet_path)
92
- print(row["public_experiment_id"])
93
- print(df.head())
94
- ```
95
-
96
- Plot one signal:
97
-
98
- ```python
99
- import matplotlib.pyplot as plt
100
-
101
- signal = df[df["field"] == "elbow_q"].sort_values("time_ns")
102
- plt.plot(signal["time_utc"], signal["value"])
103
- plt.xlabel("time")
104
- plt.ylabel("elbow_q")
105
- plt.show()
106
- ```
107
-
108
- Convert one long-format experiment to wide format:
109
-
110
- ```python
111
- wide = (
112
- df.pivot_table(
113
- index=["time_ns", "time_utc", "experiment"],
114
- columns="field",
115
- values="value",
116
- aggfunc="first",
117
- )
118
- .reset_index()
119
- )
120
- ```
121
-
122
- ## Configs
123
-
124
- | Config | Experiments | Description |
125
- |---|---:|---|
126
- | `manifest` | 573 | One row per experiment. Use this first. |
127
- | `h1_single_joint` | 79 | H1 actual robot single-joint experiments. |
128
- | `h1_multijoint` | 98 | H1 actual robot multijoint experiments. |
129
- | `h1_elbow_teststand` | 156 | H1 elbow teststand experiments. |
130
- | `g1_leg_single_joint` | 126 | G1 leg single-joint experiments. |
131
- | `g1_leg_multijoint` | 15 | G1 leg multijoint experiments. |
132
- | `g1_arm_single_joint` | 84 | G1 arm single-joint experiments. |
133
- | `g1_arm_multijoint` | 15 | G1 arm multijoint experiments. |
134
-
135
- ## Common Filters
136
-
137
- ```python
138
- # All G1 leg single-joint experiments.
139
- manifest[(manifest["robot"] == "g1") & (manifest["hf_config"] == "g1_leg_single_joint")]
140
-
141
- # H1 teststand experiments with electrical measurements.
142
- manifest[
143
- (manifest["hf_config"] == "h1_elbow_teststand")
144
- & (manifest["has_current"])
145
- & (manifest["has_voltage"])
146
- ]
147
-
148
- # Experiments marked ready.
149
- manifest[manifest["release_status"] == "ready"]
150
- ```
151
-
152
- ## Data Notes
153
-
154
- - 573 Parquet files are included.
155
- - All files use the same long-format schema: `time_ns`, `time_utc`, `experiment`, `field`, `value`.
156
- - 566 experiments are marked `ready`.
157
- - 7 H1 elbow teststand experiments are marked `partial_electrical`; they contain valid mechanical fields but do not include current/voltage.
158
- - See `DATA_DICTIONARY.md` for manifest column descriptions and signal naming notes.
159
- - See `PARQUET_VALIDATION.md` for the local validation summary.
160
-
161
- ## Contributors
162
-
163
- * Elena Shrestha `<eshrestha@nvidia.com>`
164
- * Vignesh Bhavananthan `<vbhavanantha@nvidia.com>`
165
- * Vidur Vij `<vidurv@nvidia.com>`
166
- * Alex Omar `<aomar@nvidia.com>`
167
- * Andrew Wrenn `<awrenn@nvidia.com>`
168
- * Justin Shrake `<jshrake@nvidia.com>`
169
- * Michael Clive `<mclive@nvidia.com>`
170
- * Hong Wang `<hongw@nvidia.com>`
 
3
  tags:
4
  - robotics
5
  - sim-to-real
 
6
  - h1
7
  - g1
8
  - unitree
9
+ - RL
10
  - isaaclab
11
  - newton
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
 
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>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
manifest.csv DELETED
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manifest.parquet DELETED
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- oid sha256:8098251ab9b2e17788f9adc70226a1fecb659684008e437974fa62fb92f1fcc6
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- size 56808