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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 7 new columns ({'ms', 'ws', 'eps', 'delta', 'pareto', 'f1', 'num_centroids'}) and 54 missing columns ({'seen_before', 'user_ip', 'Filename', 'file_log', 'subject_ids', 'subject_selection_state', 'L2_file', 'session', 'workflow_version', 'points', 'workflow_id', 'live_project', 'tool', 'Ls', 'created_at', 'utc_offset', 'L1B_file', 'workflow_name', 'file_rad', 'workflow_translation_id', 'angle', 'expert', 'data_start_time', 'retired', 'file_stretch_0_85', 'started_at', 'user_group_ids', 'classification_id', 'base', 'package', 'x', 'user_name', 'rx', 'channel', 'data_end_time', 'closed', 'source', 'user_id', 'user_language', 'frame_file', 'viewport', 'MY', 'user_agent', 'gold_standard', 'subject_dimensions', 'finished_at', 'tool_label', 'ry', 'Set', 'details', 'frame', 'y', 'file_stretch_0_75', 'interventions'}).
This happened while the csv dataset builder was generating data using
hf://datasets/StevenDillmann/cloudspotting_mars_optimization/pareto_MY29_training.csv (at revision 8d7a9bbf2765b770b3da0d361505b2c933b039e0)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
ms: int64
eps: int64
ws: double
f1: double
delta: double
num_centroids: int64
pareto: bool
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1018
to
{'base': Value(dtype='int64', id=None), 'channel': Value(dtype='string', id=None), 'classification_id': Value(dtype='int64', id=None), 'user_name': Value(dtype='string', id=None), 'user_id': Value(dtype='float64', id=None), 'user_ip': Value(dtype='string', id=None), 'workflow_id': Value(dtype='int64', id=None), 'workflow_name': Value(dtype='string', id=None), 'workflow_version': Value(dtype='float64', id=None), 'created_at': Value(dtype='string', id=None), 'gold_standard': Value(dtype='float64', id=None), 'expert': Value(dtype='float64', id=None), 'subject_ids': Value(dtype='int64', id=None), 'x': Value(dtype='float64', id=None), 'y': Value(dtype='float64', id=None), 'tool': Value(dtype='int64', id=None), 'frame': Value(dtype='int64', id=None), 'details': Value(dtype='string', id=None), 'tool_label': Value(dtype='string', id=None), 'rx': Value(dtype='float64', id=None), 'ry': Value(dtype='float64', id=None), 'angle': Value(dtype='float64', id=None), 'closed': Value(dtype='float64', id=None), 'points': Value(dtype='float64', id=None), 'retired': Value(dtype='string', id=None), 'Filename': Value(dtype='float64', id=None), 'file_log': Value(dtype='string', id=None), 'file_rad': Value(dtype='string', id=None), 'Ls': Value(dtype='float64', id=None), 'MY': Value(dtype='float64', id=None), 'L2_file': Value(dtype='string', id=None), 'L1B_file': Value(dtype='string', id=None), 'data_end_time': Value(dtype='string', id=None), 'data_start_time': Value(dtype='string', id=None), 'Set': Value(dtype='string', id=None), 'package': Value(dtype='int64', id=None), 'file_stretch_0_75': Value(dtype='string', id=None), 'file_stretch_0_85': Value(dtype='string', id=None), 'source': Value(dtype='string', id=None), 'session': Value(dtype='string', id=None), 'viewport': Value(dtype='string', id=None), 'started_at': Value(dtype='string', id=None), 'user_agent': Value(dtype='string', id=None), 'utc_offset': Value(dtype='int64', id=None), 'finished_at': Value(dtype='string', id=None), 'live_project': Value(dtype='bool', id=None), 'interventions': Value(dtype='string', id=None), 'user_language': Value(dtype='string', id=None), 'user_group_ids': Value(dtype='string', id=None), 'subject_dimensions': Value(dtype='string', id=None), 'subject_selection_state': Value(dtype='string', id=None), 'workflow_translation_id': Value(dtype='float64', id=None), 'seen_before': Value(dtype='bool', id=None), 'frame_file': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 7 new columns ({'ms', 'ws', 'eps', 'delta', 'pareto', 'f1', 'num_centroids'}) and 54 missing columns ({'seen_before', 'user_ip', 'Filename', 'file_log', 'subject_ids', 'subject_selection_state', 'L2_file', 'session', 'workflow_version', 'points', 'workflow_id', 'live_project', 'tool', 'Ls', 'created_at', 'utc_offset', 'L1B_file', 'workflow_name', 'file_rad', 'workflow_translation_id', 'angle', 'expert', 'data_start_time', 'retired', 'file_stretch_0_85', 'started_at', 'user_group_ids', 'classification_id', 'base', 'package', 'x', 'user_name', 'rx', 'channel', 'data_end_time', 'closed', 'source', 'user_id', 'user_language', 'frame_file', 'viewport', 'MY', 'user_agent', 'gold_standard', 'subject_dimensions', 'finished_at', 'tool_label', 'ry', 'Set', 'details', 'frame', 'y', 'file_stretch_0_75', 'interventions'}).
This happened while the csv dataset builder was generating data using
hf://datasets/StevenDillmann/cloudspotting_mars_optimization/pareto_MY29_training.csv (at revision 8d7a9bbf2765b770b3da0d361505b2c933b039e0)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
base
int64 | channel
string | classification_id
int64 | user_name
string | user_id
float64 | user_ip
string | workflow_id
int64 | workflow_name
string | workflow_version
float64 | created_at
string | gold_standard
null | expert
null | subject_ids
int64 | x
float64 | y
float64 | tool
int64 | frame
int64 | details
string | tool_label
string | rx
null | ry
null | angle
null | closed
null | points
null | retired
string | Filename
null | file_log
string | file_rad
string | Ls
float64 | MY
float64 | L2_file
string | L1B_file
string | data_end_time
string | data_start_time
string | Set
string | package
int64 | file_stretch_0_75
string | file_stretch_0_85
string | source
string | session
string | viewport
string | started_at
string | user_agent
string | utc_offset
int64 | finished_at
string | live_project
bool | interventions
string | user_language
string | user_group_ids
string | subject_dimensions
string | subject_selection_state
string | workflow_translation_id
float64 | seen_before
null | frame_file
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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|
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en
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|
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annab05
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arch_peak_default
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{'id': 101781538, 'workflow_id': 16805, 'classifications_count': 20, 'created_at': '2022-04-26T23:35:56.223Z', 'updated_at': '2022-06-30T18:21:53.870Z', 'retired_at': '2022-06-30T18:21:53.863Z', 'subject_id': 75332046, 'retirement_reason': 'classification_count'}
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|
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2022-06-28T22:54:09.392Z
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{'opt_in': True, 'messageShown': False}
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|
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|
80,110,120,000 |
A3
| 423,763,398 |
annab05
| 2,341,101 |
9211890b8d47cadd3ae9
| 16,805 |
arch_peak_default
| 11.29 |
2022-06-28 22:54:53 UTC
| null | null | 75,332,046 | 406.563019 | 380.156006 | 0 | 0 |
[]
|
Arch peak marker
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{'id': 101781538, 'workflow_id': 16805, 'classifications_count': 20, 'created_at': '2022-04-26T23:35:56.223Z', 'updated_at': '2022-06-30T18:21:53.870Z', 'retired_at': '2022-06-30T18:21:53.863Z', 'subject_id': 75332046, 'retirement_reason': 'classification_count'}
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|
080109120000/080110120000_A3.png
| 15.51 | 29 |
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set_my29_01
| 80,109,120,000 |
080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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{'width': 1080, 'height': 772}
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set_my29_01
| 80,109,120,000 |
080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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| true |
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en
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80,110,120,000 |
A3
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Nendir
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8d6fadfcded839994e5d
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arch_peak_default
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2022-06-29 03:34:11 UTC
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Arch peak marker
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080109120000/080110120000_A3.png
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https://atmos.nmsu.edu/PDS/data/MROM_2017/DATA/2008/200801/20080110/2008011012_DDR.TAB
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2008-01-10 16:00:00
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2008-01-10 12:00:00
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set_my29_01
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080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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en
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80,110,120,000 |
A3
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Nendir
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8d6fadfcded839994e5d
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arch_peak_default
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2022-06-29 03:34:11 UTC
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Arch peak marker
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080109120000/080110120000_A3.png
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2008-01-10 12:00:00
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set_my29_01
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080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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en
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080109120000/080110120000_A3_contrast_stretch_0_75.png
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80,110,120,000 |
A3
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Nendir
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8d6fadfcded839994e5d
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arch_peak_default
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2022-06-29 03:34:11 UTC
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Arch peak marker
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080109120000/080110120000_A3.png
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2008-01-10 12:00:00
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set_my29_01
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080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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en
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80,110,120,000 |
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Nendir
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8d6fadfcded839994e5d
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arch_peak_default
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2022-06-29 03:34:11 UTC
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Arch peak marker
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080109120000/080110120000_A3.png
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2008-01-10 16:00:00
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2008-01-10 12:00:00
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set_my29_01
| 80,109,120,000 |
080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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en
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080109120000/080110120000_A3_contrast_stretch_0_75.png
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80,110,120,000 |
A3
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Nendir
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8d6fadfcded839994e5d
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arch_peak_default
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2022-06-29 03:34:11 UTC
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Arch peak marker
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080109120000/080110120000_A3.png
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2008-01-10 16:00:00
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2008-01-10 12:00:00
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set_my29_01
| 80,109,120,000 |
080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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80,110,120,000 |
A3
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Nendir
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8d6fadfcded839994e5d
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arch_peak_default
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2022-06-29 03:34:11 UTC
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Arch peak marker
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080109120000/080110120000_A3.png
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2008-01-10 16:00:00
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2008-01-10 12:00:00
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set_my29_01
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080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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en
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080109120000/080110120000_A3_contrast_stretch_0_75.png
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80,110,120,000 |
A3
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Nendir
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8d6fadfcded839994e5d
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arch_peak_default
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2022-06-29 03:34:11 UTC
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Arch peak marker
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080109120000/080110120000_A3.png
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2008-01-10 16:00:00
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2008-01-10 12:00:00
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set_my29_01
| 80,109,120,000 |
080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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en
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080109120000/080110120000_A3_contrast_stretch_0_75.png
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80,110,120,000 |
A3
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Nendir
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8d6fadfcded839994e5d
| 16,805 |
arch_peak_default
| 11.29 |
2022-06-29 03:34:11 UTC
| null | null | 75,332,046 | 418.460327 | 355.131744 | 0 | 3 |
[]
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Arch peak marker
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080109120000/080110120000_A3.png
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https://atmos.nmsu.edu/PDS/data/MROM_1017/DATA/2008/200801/20080110/2008011012_RDR.TAB
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2008-01-10 16:00:00
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2008-01-10 12:00:00
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set_my29_01
| 80,109,120,000 |
080109120000/080110120000_A3_contrast_stretch_0_75.png
|
080109120000/080110120000_A3_contrast_stretch_0_85.png
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api
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2022-06-29T03:34:11.596Z
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en
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080109120000/080110120000_A3_contrast_stretch_0_75.png
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80,110,120,000 |
A3
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not-logged-in-ba2951b5c9b9e7d878fd
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ba2951b5c9b9e7d878fd
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arch_peak_default
| 11.29 |
2022-06-29 03:37:31 UTC
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Arch peak marker
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Arch peak marker
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Arch peak marker
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Arch peak marker
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Arch peak marker
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2022-06-29 13:24:58 UTC
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Arch peak marker
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2022-06-29 13:24:58 UTC
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Arch peak marker
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2022-06-29 13:37:18 UTC
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Arch peak marker
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2022-06-29 13:37:18 UTC
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Arch peak marker
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