Datasets:

SongyangGao
/

earthquake-waveforms-windowed

License:

Dataset Preview

Split (1)

train

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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 ({'_fingerprint', '_format_columns', '_data_files', '_format_kwargs', '_output_all_columns', '_split', '_format_type'}) and 18 missing columns ({'longitude', 'station_id', 'amplitude_max', 'window_start_time', 'window_end', 'processed_time', 'channel', 'latitude', 'sampling_rate', 'amplitude_std', 'source_url', 'window_id', 'station', 'network', 'waveform_window', 'amplitude_mean', 'window_end_time', 'window_start'}).

This happened while the json dataset builder was generating data using

hf://datasets/SongyangGao/earthquake-waveforms-windowed/state.json (at revision 2ac42215946f498274665db6d4e12a52c14690d2)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              _data_files: list<item: struct<filename: string>>
                child 0, item: struct<filename: string>
                    child 0, filename: string
              _fingerprint: string
              _format_columns: null
              _format_kwargs: struct<>
              _format_type: null
              _output_all_columns: bool
              _split: null
              to
              {'window_id': Value('int64'), 'station_id': Value('string'), 'network': Value('string'), 'station': Value('string'), 'latitude': Value('float64'), 'longitude': Value('float64'), 'channel': Value('string'), 'sampling_rate': Value('float64'), 'window_start': Value('int64'), 'window_end': Value('int64'), 'window_start_time': Value('float64'), 'window_end_time': Value('float64'), 'waveform_window': List(Value('float64')), 'amplitude_max': Value('float64'), 'amplitude_mean': Value('float64'), 'amplitude_std': Value('float64'), 'source_url': Value('string'), 'processed_time': Value('string')}
              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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 ({'_fingerprint', '_format_columns', '_data_files', '_format_kwargs', '_output_all_columns', '_split', '_format_type'}) and 18 missing columns ({'longitude', 'station_id', 'amplitude_max', 'window_start_time', 'window_end', 'processed_time', 'channel', 'latitude', 'sampling_rate', 'amplitude_std', 'source_url', 'window_id', 'station', 'network', 'waveform_window', 'amplitude_mean', 'window_end_time', 'window_start'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/SongyangGao/earthquake-waveforms-windowed/state.json (at revision 2ac42215946f498274665db6d4e12a52c14690d2)
              
              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.

window_id int64	station_id string	network string	station string	latitude float64	longitude float64	channel string	sampling_rate float64	window_start int64	window_end int64	window_start_time float64	window_end_time float64	waveform_window list	amplitude_max float64	amplitude_mean float64	amplitude_std float64	source_url string	processed_time string
0	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	0	1,000	0	24.975	[ 1438, -308, 195, 758, 1063, 715, -248, 586, 554, 158, 1083, 1515, 918, 1216, 1184, -305, 633, 2275, 1765, 1741, 1629, 622, 1366, 1811, 616, 1180, 1143, 207, 780, -257, -1159, 129, 91, -591, -295, -1230, -1710, -962, -1853, -1829, -1454,...	8,707	-2,445.772	2,660.209842	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
1	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	500	1,500	12.5	37.474998	[ -3810, -3545, -3668, -3935, -4033, -4318, -4193, -4253, -4788, -4730, -4309, -4405, -4471, -4421, -4831, -4790, -4502, -4610, -4397, -4347, -4540, -4356, -4107, -4208, -4389, -4300, -4537, -4674, -4412, -4305, -4027, -3918, -4181, -4189, -3569, -...	8,707	-2,355.502	3,070.311821	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
2	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	1,000	2,000	25	49.974998	[ -482, -181, -262, -119, 124, 280, 581, 646, 633, 729, 886, 1017, 1206, 1205, 1101, 1734, 2075, 1792, 1889, 2154, 2485, 2500, 2267, 2654, 3052, 2754, 2726, 3110, 3154, 2972, 2743, 2851, 3161, 3127, 3110, 3008, 2827, 2866, 2753, 2642, 269...	8,473	-2,183.967	2,564.72536	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
3	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	1,500	2,500	37.5	62.474998	[ -1368, -1174, -1865, -2369, -2258, -1968, -2209, -2852, -3296, -2996, -2619, -3474, -4344, -3777, -3106, -3166, -3838, -4265, -3559, -3275, -3911, -4013, -3397, -3197, -3474, -3467, -3175, -2673, -2726, -3129, -2512, -1811, -2037, -2411, -2220, -...	9,711	-2,407.075	2,401.468431	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
4	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	2,000	3,000	50	74.974998	[ -1958, -2473, -1762, -2077, -1408, -2751, -1414, -1533, -3352, -2693, -2910, -1550, -1729, -3413, -3576, -3264, -3655, -3363, -3233, -4185, -3192, -4205, -4685, -3716, -4497, -4418, -4646, -4446, -4190, -4433, -4236, -4551, -4278, -4749, -4578, -...	9,711	-2,327.926	2,252.9549	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
5	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	2,500	3,500	62.5	87.474998	[ 791, 526, 564, 730, 844, 1008, 897, 996, 1025, 1132, 1512, 1199, 1148, 1568, 1356, 1388, 1200, 1017, 1446, 1398, 1371, 1487, 1524, 1264, 1270, 1528, 1161, 1259, 1171, 968, 1182, 805, 765, 806, 541, 573, 425, 294, 258, -14, -83, 205, ...	7,731	-2,249.319	2,173.707351	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
6	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	3,000	4,000	75	99.974998	[ -4775, -4522, -4473, -4234, -3995, -4082, -4010, -4117, -4352, -4511, -4769, -4780, -4736, -4790, -4747, -5107, -5341, -5300, -5820, -6192, -6108, -6273, -6460, -6463, -6631, -6732, -6804, -7024, -7019, -7085, -7227, -7163, -7234, -7200, -6968, -...	7,731	-2,478.35	2,097.701742	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
7	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	3,500	4,500	87.5	112.474998	[ 1902, 2039, 1916, 1797, 1808, 2054, 1993, 1809, 1930, 2009, 1794, 1431, 1234, 1164, 1280, 1254, 790, 546, 501, 275, 124, -48, -295, -629, -1043, -1330, -1416, -1606, -2157, -2395, -2550, -3012, -3125, -3415, -3929, -4004, -4056, -4281, -463...	5,595	-2,275.258	1,836.631768	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
8	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	4,000	5,000	100	124.974998	[ -4514, -4759, -5152, -5150, -5044, -4821, -4943, -4858, -4144, -4026, -4218, -4172, -3913, -3439, -3428, -3636, -3394, -3101, -3109, -3139, -3122, -2774, -2286, -2360, -2477, -2176, -1745, -1491, -1639, -1729, -1349, -1112, -1178, -929, -411, -22...	7,272	-2,333.613	2,562.774484	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
9	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	4,500	5,500	112.5	137.475006	[ -5098, -4967, -5084, -4898, -4981, -4960, -5075, -5402, -5174, -5351, -5488, -5490, -5983, -5917, -5679, -6005, -6169, -6299, -6543, -6598, -6620, -6704, -6675, -6382, -6278, -6244, -5989, -6095, -6108, -5770, -5730, -5527, -5112, -5000, -4938, -...	7,684	-2,466.139	2,679.427724	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
10	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	5,000	6,000	125	149.975006	[ -3691, -4018, -3710, -3761, -4148, -4203, -3987, -3832, -3877, -3983, -4453, -4058, -3962, -4629, -4225, -4362, -4693, -4719, -5124, -4440, -4323, -5588, -5856, -5209, -4615, -4825, -5669, -6125, -5964, -5062, -5542, -6390, -5072, -5066, -5813, -...	12,417	-2,257.607	3,147.780561	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
11	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	5,500	6,500	137.5	162.475006	[ -2049, -1302, -3115, -4184, -1538, -444, -1734, -1534, -1994, -3659, -2279, -1144, -2624, -1622, -840, -1937, -891, -950, -3068, -2910, -147, -962, -4468, 383, 2915, -5234, -4792, 3172, 1086, -6428, -2764, 3963, -2593, -4110, 2363, -1617, -4773...	12,417	-2,268.11	3,442.879938	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
12	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	6,000	7,000	150	174.975006	[ -1543, -709, -1064, -1486, -1295, -2207, -2115, -678, -1468, -2897, -2321, -1098, -2367, -3983, -1832, -740, -3164, -4819, -4010, -1083, -1126, -5448, -5765, -1782, -597, -4558, -7399, -3311, -413, -3966, -6477, -4306, -2817, -4725, -5732, -4416,...	8,700	-2,424.35	2,741.786646	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
13	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	6,500	7,500	162.5	187.475006	[ -3208, -3552, -4110, -3784, -3138, -3177, -3747, -3992, -3740, -3654, -3612, -3644, -3944, -3829, -3616, -3793, -3870, -4079, -4374, -4406, -4379, -4175, -4031, -4130, -4177, -4311, -4756, -5036, -4792, -4633, -4718, -4639, -4631, -4818, -4732, -...	6,401	-2,418.407	2,102.048192	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
14	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	7,000	8,000	175	199.975006	[ -5875, -5673, -5439, -5626, -5706, -5346, -5531, -5658, -5582, -5369, -4688, -4557, -4985, -4995, -4728, -4813, -5012, -4595, -3875, -3808, -4066, -3925, -4027, -4053, -3834, -3518, -3098, -3310, -3482, -3177, -2829, -2934, -3028, -2596, -2206, -...	8,293	-2,295.618	2,195.371067	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
15	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	7,500	8,500	187.5	212.475006	[ 637, -1503, -1353, 475, 238, -1133, -601, 796, -443, -1448, -336, -431, -1051, -753, -795, -1484, -1777, -1481, -1314, -1365, -1808, -2089, -1682, -1714, -2067, -1665, -1189, -1481, -1938, -1917, -1538, -1571, -1544, -1214, -1502, -1315, -974, ...	8,293	-2,194.284	2,492.427667	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
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17	IU.AFI	IU	AFI	-13.91	-171.78	BHZ	40	8,500	9,500	212.5	237.475006	[ -1387, -1275, -1294, -1528, -1898, -1728, -1432, -1990, -2280, -2060, -2049, -2003, -2407, -2867, -2715, -2662, -2933, -3119, -3082, -3016, -2884, -3070, -3354, -3229, -3355, -3469, -3383, -3328, -3069, -3241, -3511, -3279, -3323, -3419, -3335, -...	6,310	-2,480.918	1,845.454033	https://gaoyuan-49d0.obs.cn-north-4.myhuaweicloud.com/%E5%9C%B0%E8%B4%A8%E7%81%BE%E5%AE%B3-%E6%96%87%E6%9C%AC%2B%E9%81%A5%E6%84%9F%2B%E6%97%B6%E5%BA%8F/IRIS/dataset_earthquake/IU_AFI_-13.91_-171.78_waveforms.mseed	2025-09-17T06:35:31.006391
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End of preview.

earthquake-waveforms-windowed

数据集描述

这是一个地震波形数据集，包含来自全球地震台站的波形数据。数据格式为windowed。

数据来源

数据源: 华为云OBS存储的IRIS地震台网数据
数据格式: MiniSEED (.mseed)
台站网络: IU (International Observatory Network)

数据集统计

总样本数: 572
特征维度: 18
数据类型: windowed

特征说明

window_id: Value
station_id: Value
network: Value
station: Value
latitude: Value
longitude: Value
channel: Value
sampling_rate: Value
window_start: Value
window_end: Value
window_start_time: Value
window_end_time: Value
waveform_window: List
amplitude_max: Value
amplitude_mean: Value
amplitude_std: Value
source_url: Value
processed_time: Value

使用示例

from datasets import load_dataset

# 加载数据集
dataset = load_dataset("path/to/earthquake-waveforms-windowed")

# 查看数据
print(dataset)
print(dataset[0])

引用

如果您使用此数据集，请引用：

@dataset{earthquake_waveforms_windowed,
  title={Earthquake Waveform Dataset - Windowed Format},
  author={Geological Hazard Research Team},
  year={2024},
  source={IRIS Data Services},
  storage={Huawei Cloud OBS}
}

许可证

请遵循IRIS数据使用政策和相关许可协议。

联系方式

如有问题，请联系数据集维护者。

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