Datasets:

flatseek
/

preindexed-samples

License:

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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 10 new columns ({'message', 'ip_address', 'endpoint', 'user_agent', 'user_id', 'duration_ms', 'service', 'level', 'request_id', 'status_code'}) and 15 missing columns ({'lon', 'origin_name', 'destination', 'speed', 'lat', 'altitude', 'country', 'destination_name', 'icao_address', 'flight', 'status', 'aircraft_type', 'callsign', 'heading', 'origin'}).

This happened while the csv dataset builder was generating data using

hf://datasets/flatseek/preindexed-samples/100k-logs.csv (at revision 07097564cd270c8e6f1ada906c9c836ee049329a), [/tmp/hf-datasets-cache/medium/datasets/26013801422728-config-parquet-and-info-flatseek-preindexed-sampl-d2cf1859/hub/datasets--flatseek--preindexed-samples/snapshots/07097564cd270c8e6f1ada906c9c836ee049329a/100k-adsb.csv (origin=hf://datasets/flatseek/preindexed-samples@07097564cd270c8e6f1ada906c9c836ee049329a/100k-adsb.csv), /tmp/hf-datasets-cache/medium/datasets/26013801422728-config-parquet-and-info-flatseek-preindexed-sampl-d2cf1859/hub/datasets--flatseek--preindexed-samples/snapshots/07097564cd270c8e6f1ada906c9c836ee049329a/100k-logs.csv (origin=hf://datasets/flatseek/preindexed-samples@07097564cd270c8e6f1ada906c9c836ee049329a/100k-logs.csv), /tmp/hf-datasets-cache/medium/datasets/26013801422728-config-parquet-and-info-flatseek-preindexed-sampl-d2cf1859/hub/datasets--flatseek--preindexed-samples/snapshots/07097564cd270c8e6f1ada906c9c836ee049329a/100k-sparse.csv (origin=hf://datasets/flatseek/preindexed-samples@07097564cd270c8e6f1ada906c9c836ee049329a/100k-sparse.csv)]

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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              timestamp: string
              level: string
              service: string
              message: string
              ip_address: string
              user_id: int64
              request_id: string
              duration_ms: int64
              status_code: int64
              endpoint: string
              user_agent: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1544
              to
              {'icao_address': Value('string'), 'aircraft_type': Value('string'), 'callsign': Value('string'), 'flight': Value('string'), 'origin': Value('string'), 'origin_name': Value('string'), 'destination': Value('string'), 'destination_name': Value('string'), 'altitude': Value('int64'), 'speed': Value('int64'), 'heading': Value('int64'), 'lat': Value('float64'), 'lon': Value('float64'), 'timestamp': Value('string'), 'country': Value('string'), 'status': 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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, 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 10 new columns ({'message', 'ip_address', 'endpoint', 'user_agent', 'user_id', 'duration_ms', 'service', 'level', 'request_id', 'status_code'}) and 15 missing columns ({'lon', 'origin_name', 'destination', 'speed', 'lat', 'altitude', 'country', 'destination_name', 'icao_address', 'flight', 'status', 'aircraft_type', 'callsign', 'heading', 'origin'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/flatseek/preindexed-samples/100k-logs.csv (at revision 07097564cd270c8e6f1ada906c9c836ee049329a), [/tmp/hf-datasets-cache/medium/datasets/26013801422728-config-parquet-and-info-flatseek-preindexed-sampl-d2cf1859/hub/datasets--flatseek--preindexed-samples/snapshots/07097564cd270c8e6f1ada906c9c836ee049329a/100k-adsb.csv (origin=hf://datasets/flatseek/preindexed-samples@07097564cd270c8e6f1ada906c9c836ee049329a/100k-adsb.csv), /tmp/hf-datasets-cache/medium/datasets/26013801422728-config-parquet-and-info-flatseek-preindexed-sampl-d2cf1859/hub/datasets--flatseek--preindexed-samples/snapshots/07097564cd270c8e6f1ada906c9c836ee049329a/100k-logs.csv (origin=hf://datasets/flatseek/preindexed-samples@07097564cd270c8e6f1ada906c9c836ee049329a/100k-logs.csv), /tmp/hf-datasets-cache/medium/datasets/26013801422728-config-parquet-and-info-flatseek-preindexed-sampl-d2cf1859/hub/datasets--flatseek--preindexed-samples/snapshots/07097564cd270c8e6f1ada906c9c836ee049329a/100k-sparse.csv (origin=hf://datasets/flatseek/preindexed-samples@07097564cd270c8e6f1ada906c9c836ee049329a/100k-sparse.csv)]
              
              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)

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icao_address string	aircraft_type string	callsign string	flight string	origin string	origin_name string	destination string	destination_name string	altitude int64	speed int64	heading int64	lat float64	lon float64	timestamp string	country string	status string
AF622D	A20N	SVMGL766	SQW3952	KJFK	SwasIxUFQknZtDA	VTBS	YnxtCQBvbmxgcJO	29,015	443	265	77.49	-140.06	2023-11-03T08:57:24	SG	landed
81B676	E195	GITUA615	XAI5321	WIII	qymDgLDkhuEgInJ	LFPG	GkELxVBOZesHojP	40,691	402	108	69.15	-140.78	2023-12-17T13:22:03	MY	landed
D7EF81	AT76	UKTLY776	NJN7219	LFPG	fzLYcoFzxdNptYi	RJTT	STBQinofNeptFRd	40,462	419	323	-56.42	-101.85	2025-02-03T03:52:46	AE	active
014919	B38T	HEOEK633	OXF5480	OMDB	TWpiCgzvgjFlqwY	RKSI	UbVtcZGyAPEZlPq	39,082	530	290	-69.89	151.06	2020-09-20T05:29:01	FR	active
5AD4BC	AT76	NBEVY292	FSI816	WMKK	egPhNaWTRfNsFFb	WSSS	NinsuGeVqywWxLf	34,539	414	229	-42.32	13.68	2025-01-20T23:30:32	KR	on ground
997726	E195	ACJAF404	XIQ1625	KJFK	KTgUvtblAkfPQNA	WSSS	ZdusFWHHOEiBdRo	40,972	477	341	-33.21	-117.81	2024-08-11T14:54:56	US	landed
60550F	B38T	RNONT114	KPI9220	RJTT	PwaqEEOdvnOHYeu	VTBS	ovNuYkzEwvlwntE	33,380	438	141	-33.88	107.3	2023-07-23T09:11:51	TH	active
ECBCA2	B38T	MHZYI579	FOH3570	WAAA	bGMipmtBFCIhCyC	LFPG	ojGNTRfwpLBOgyQ	30,317	413	151	28.26	88.36	2025-02-16T13:08:03	US	on ground
6099E0	B739	KZMHN556	GNR8360	OMDB	phwGIHJydbijNNq	RKSI	EqwElRCrAXfrrnw	33,416	427	57	84.06	105.78	2022-08-13T17:40:58	MY	active
23C968	B738	KPNAO814	ISL1884	RJTT	fKYFNkbTuLCOCHO	ZBAA	FNNquzxQQPkowTV	39,285	407	224	79.63	-106.43	2021-08-07T00:11:41	CN	active
1EA919	B38T	ECCKZ756	HGH7329	OMDB	gGrWNnpRrbIAKfW	LFPG	QQxLcqbBlfyBqRd	32,006	484	358	-47.05	-136.1	2020-03-10T13:53:14	MY	active
818AE9	A320	SXGHD252	JGD142	WIII	IYvuNpjQVMTcwlg	EGLL	LUfXSxZjfhnMmlx	33,414	478	19	89.27	8.64	2023-04-16T12:05:43	MY	active
03104F	A320	EWYRD264	WFC7105	WSSS	BOhOQWCmNaKZOBu	RJTT	PpRfHtBlPHgRtaZ	37,799	474	127	52.62	-55.59	2020-03-25T22:40:03	AE	active
AF8C90	AT76	WSIHI647	SMI6105	RKSI	BrRcnrqhKYJycCq	OMDB	THCvpAgPwToBUmd	38,895	485	212	9.21	48.44	2020-09-14T12:34:46	ID	active
3FF4DE	A321	HQLNK768	DSC7104	EGLL	BwyDoCtNevgKRmC	WIII	BnMygABLXJCurRH	36,126	423	273	60.74	-63.53	2022-01-02T06:55:34	FR	landed
856B1C	A20N	CMMVO672	YYI222	WIII	drpOQCwfTaUpfvL	LFPG	NtOVJlbFDrIScTS	37,658	437	88	-37.16	0.81	2024-02-24T12:14:47	CN	active
A7605D	E195	CUDEP285	UTZ4766	WIII	lEEzDBtiIyZJEwQ	WMKK	cqzezgIFmCyRjQr	39,392	512	303	-56.81	86.01	2020-08-15T19:53:02	SG	active
A208A8	B738	MDOAP924	YHY2568	OMDB	ryIStSbyHKZanNX	RJTT	HMpQCjqAaDXGkCU	35,901	449	0	-20.22	87.63	2023-09-28T07:49:01	AE	active
00B0BB	AT76	WHDHE504	LVK2707	KJFK	ipxfSTAPhHBUbCn	WSSS	oGFndxIaRYQpQhb	36,936	529	314	60.49	-93.86	2022-08-06T00:45:20	TH	active
300E5D	A321	HEUVI815	AFD6131	WIII	CvSdOcNZmNJQPrV	RJTT	NNgoTRsaITxaxJW	34,678	499	106	-48.7	-86.93	2022-09-04T09:21:48	FR	landed
89A036	B38T	SILIH652	UHO3473	RKSI	fIWimoZbNLXBLtC	VTBS	ezCjnwQtkJLGHtf	34,422	467	18	45.59	-83.05	2021-06-05T17:59:39	JP	active
1C31B8	B738	BJOAV675	SZI8777	VTBS	jvVeNGAEivgDcgG	OMDB	gzZlMlMhmvjjVOu	30,204	508	218	-79.24	-119.65	2020-07-02T01:54:02	ID	active
8A2695	AT76	SJJMC775	IUH5172	ZBAA	yFbodiSlqxZXICZ	ZBAA	QsMHmQQpyNdxNeP	35,376	495	332	-83.62	-65.4	2024-03-07T08:20:48	TH	active
F1F29A	B38T	LEBTF373	IUF6529	RKSI	bfDusrnPLDIgAWo	EGLL	tswDkZvPlMotHRN	28,188	427	145	24.86	153.29	2024-01-14T18:19:11	GB	active
925843	B38T	WQAOW305	OXE1691	WSSS	eVStKrMBkJKNwTa	KJFK	kEPcjpvTxbUHQvw	40,472	498	36	-77.16	-127.45	2023-05-12T06:17:03	US	active
DA903A	B738	XEGRN894	CVP6978	VTBS	EDVhAUXcHFdCDDJ	OMDB	UZJrGUsQeXSfGQC	35,719	528	242	22.99	-141.82	2024-11-17T20:30:45	SG	landed
59813B	A320	PJMRQ277	AYM5544	RJTT	GUlCqwFZneIyMQf	EGLL	RhBpdMkSOFqgiOL	36,965	476	239	60.59	-6.49	2026-04-27T07:24:18	KR	active
B56196	AT76	TAASB828	YGS6551	RKSI	NDRxABQVyVFmsoE	RKSI	oDDCHSbTQfUmDqZ	32,365	482	200	-8.38	-119.71	2025-10-12T03:30:55	FR	active
798119	E195	TKMQO158	JCE985	WAAA	kcNBGkklrooqxMt	WMKK	hsrlwhqYzhKthYE	38,082	392	139	-45.3	-165.21	2022-10-03T10:50:12	US	active
155300	A20N	ZEIUN373	DDL2212	EGLL	TDsUyGxTYKrPreU	WMKK	mnnBwqMQExrTWcT	33,936	470	75	31.77	8.67	2022-10-03T22:42:18	JP	on ground
A39A6B	B38T	IJVTE419	LMN5285	RKSI	XYXMaGeiRCUrgrC	WSSS	roEFnZbsJvNZmAW	36,437	445	179	40.79	-66.63	2025-11-01T11:02:01	AE	active
935562	B738	IXQEG406	FSB4810	OMDB	gKOaQGptrvlcYJg	WIII	HQmVVRVpsDlHFzf	36,112	412	223	-33.3	-168.37	2020-07-26T13:49:44	TH	active
B233DE	B739	RCGZJ784	IHI5746	WMKK	PoCdAHQZybqeOvj	WSSS	lDRLKbSuuGoRnWq	32,836	475	241	88.94	168.09	2020-02-06T02:38:45	CN	active
54B404	A320	SEHPN249	URH4171	WIII	iIyuChcMUyeKNpQ	RKSI	eGaSVhPhscpqWBm	38,064	490	109	0.35	112.93	2020-05-01T06:35:40	JP	active
2A1932	A20N	WRDNS500	EJU6316	RJTT	jChjSAzEjudQtmR	WMKK	oTKpGgOtFIZIsAw	28,129	510	85	-56.36	34.51	2026-07-17T13:36:44	SG	active
1BF2D9	A320	LCWIP760	XAR5845	ZBAA	BjejLAFGVKDMIxd	WMKK	InzRhgqIUPksQBK	38,728	454	212	71.41	-95.39	2021-10-21T06:51:08	GB	active
06852E	E195	EXMXC586	JIN6031	VTBS	XKzDqrmtoLYmbfq	WMKK	YzMribmyBOqoOeW	34,874	453	324	21.65	100.23	2026-12-19T14:27:10	SG	on ground
22F473	B739	ASIOQ575	KII2338	VTBS	hRVHcvcivUOsjGW	ZBAA	fnZFxyVNGFHZpoa	32,691	418	226	-14.51	96.18	2026-08-22T17:47:03	GB	landed
0301B3	B739	GYLVZ143	XIA2569	WIII	FojWhLtRWXfsgiW	WMKK	WeqwYiYPfSVjPWZ	32,577	533	126	51.36	18.13	2020-10-17T16:53:13	ID	active
73791C	AT76	YMDQN851	CZG8460	KJFK	LIXwMBsIpyVTGjq	RKSI	CbYzVRAIQxLmfLB	32,239	520	140	7.72	89.93	2024-08-08T04:01:27	FR	active
3CB120	B739	EKIYC323	KCD7049	KJFK	QxaEwuQAveKRpVg	VTBS	kvgbzcvTXbhTLOf	34,750	520	176	-4.9	24.56	2022-03-25T10:15:16	TH	landed
710167	A320	SLTBH492	PEY8824	WMKK	gfqoRwfrShyzYlJ	VTBS	bPNjNXxdwcjDetj	36,998	530	66	-58.52	-24.58	2023-12-19T00:07:48	US	active
A7A5A5	A320	ZFGRH418	CRT1361	WAAA	tXUOYIdgDXgAzqz	EGLL	XnCyfBpBcFrGrpa	33,170	411	208	-73.13	-40.24	2022-06-05T15:08:51	US	landed
B95E64	A20N	KNUNL798	RHE870	OMDB	iynbPouwbjFQbOH	EGLL	lUdAEsIexunypmv	38,660	433	50	71.63	154.6	2022-07-08T21:13:22	SG	landed
A9F647	A320	LVHUR655	TAQ9708	RKSI	lWUOZuXZOkBZzQP	VTBS	ROyQddMUVtrDjka	31,271	426	67	-52.09	14.19	2026-06-04T22:37:09	AE	landed
871E08	E195	XDNGJ525	XYA4527	VTBS	oIbjaubMtDXrmIZ	OMDB	BgSLDVFRHxRQzRm	30,195	471	350	-74.41	19.95	2022-07-23T15:09:12	CN	active
BDB972	AT76	KXYLC917	IIM9579	VTBS	CITAJPMLZTHKfJX	VTBS	xjCQYvQXqSXyJGD	33,148	491	186	-51.31	-97.71	2020-03-13T22:56:48	FR	active
86FFE4	A321	WDXFM946	GVX7705	ZBAA	PUQRRtzFSXhpWpA	OMDB	tbDVpAyCrkHKbdX	33,622	380	173	79.22	126.5	2022-12-12T00:27:42	GB	landed
BC643C	A321	HMHBH153	WUK428	EGLL	zJskxWtEyvqYUtD	ZBAA	OnAjDQHJYrwcKWO	36,376	486	354	42.45	-162.56	2020-09-15T03:23:01	CN	active
2B3217	A320	IKCXA209	ATI4617	OMDB	rBCHsaQpNQBULYi	WMKK	ffXyuEBybpBfTTB	40,568	435	292	-76.93	141.14	2025-12-15T09:19:51	KR	active
DA2F5C	B739	LRXMZ413	WPX2594	EGLL	GnhRWbgtjfgEbNO	WSSS	IzlWutsmJIMAGFD	31,623	456	88	-82.05	102.9	2024-11-12T05:04:48	CN	active
6A40D2	A321	GDCWI304	MHQ9542	WSSS	sYCcyuFolSujGTG	WSSS	gWxGRYsmSQwmMwY	40,133	538	40	-48.42	43.49	2022-02-09T22:12:10	ID	landed
7C9961	A321	NTGNK684	UHY5896	RJTT	WflnklpDxzyWfwF	WMKK	TESMCJQmTQVyvAq	34,712	459	156	38.13	-2.47	2024-07-14T14:04:11	FR	on ground
FB1A85	A320	EPNVB647	AVL3103	WAAA	HmvbtAzyaOojBcI	WIII	BdMiYXgxOtiJRCm	34,429	417	340	-80.19	168.69	2022-11-12T02:40:31	AE	landed
66B9B5	B738	ABKZO268	UDU5209	KJFK	NVldvGNyVgrsNQd	KJFK	hkyTqvttxgneyoJ	29,321	439	359	69.82	161.66	2020-06-17T03:35:02	GB	active
C8F1D1	A20N	WLOVQ281	EDQ1728	WAAA	dnkUdFygvrYmtOg	EGLL	EuBTBPOvBqDrUyN	34,769	457	169	41.52	-167.93	2023-05-02T05:59:58	SG	on ground
9B9C9B	B38T	SEMXM715	UUR7561	RJTT	UVUnhMGMuxuQUCf	WMKK	uJYBrjcwodCrktb	32,032	501	217	-27.58	162.41	2026-09-12T19:59:59	CN	on ground
36AF80	A20N	UUCBK581	MDP495	WMKK	rTPXphidHsJpLcd	RJTT	oOJrtiQCHSOFSbx	34,141	452	63	9.83	-132.38	2025-07-24T16:58:30	KR	active
8C1EFD	E195	EXEYQ728	DXD3025	EGLL	gKuqgZqZDNKtEkA	RJTT	XeDzNEaDdVnCwAM	36,189	516	128	21.72	-60.29	2020-12-30T11:29:04	ID	active
66E868	E195	DLKDJ426	WWW3167	KJFK	UlNltarcsbxAExW	ZBAA	WaLzMSoqPowozlT	38,931	394	62	62.53	-127.14	2025-03-05T09:51:22	FR	active
659244	AT76	OUFTL816	TBB3841	OMDB	TMGHlUpKwxFnUce	WIII	qfFbJraylFxZMLo	36,329	483	235	-71.55	43.52	2020-04-01T21:24:17	JP	on ground
E198CC	B38T	AEDQH897	VQS9568	RJTT	msuwZGklWQBBlNd	WAAA	WBpmsVMpeNdsnPm	37,354	533	156	-84.22	-62.36	2022-03-14T01:04:46	ID	active
078254	A321	AFOMY956	WWK4945	LFPG	FbzxqgviMbQobHL	WSSS	iOJGdmYnJMEvFPW	29,517	420	68	-20.49	48.01	2022-11-21T19:27:57	TH	active
F3F969	A20N	GSWIF218	HQQ2864	EGLL	fUPKRzDFkcQmrhI	RKSI	XUZdtiZOHQGTVTH	29,845	445	31	-35.41	23.02	2020-03-02T11:33:03	JP	landed
F25FCC	E195	CITNH928	VPC7874	WAAA	UToCAVbPLIQVAjC	WAAA	rdTYlvAWLUTVmIX	33,822	525	124	-82.96	-43.64	2020-06-15T07:08:29	MY	active
C79AE6	A20N	DGUYP311	EYO3483	RKSI	pGcKVKKrwMOVyFj	WAAA	cuVXhSmvsVonObt	31,903	490	260	11.24	93.41	2020-02-03T05:06:37	FR	active
CD578C	A320	MWIBS410	MOB8195	VTBS	WqDzGDoHjIlTlzv	WIII	dwxPCkgvsaDuIBb	31,363	519	142	53.18	-103.02	2022-02-22T04:01:10	ID	active
E34770	E195	BEJGE207	LUK4096	EGLL	nWNbTZlknwKEQwN	LFPG	SwYyODooKqEKFpD	31,387	464	275	49.51	-176.71	2025-12-08T06:53:10	GB	active
030481	A321	NHVPR434	UNR7913	OMDB	wFKuvViWBFjHxyC	VTBS	aMoxgLMYumQDxzB	34,700	506	339	50.24	139.33	2025-11-07T23:16:31	CN	active
F150A2	B739	XNUCK421	ISD8554	VTBS	CvXVxkdinTjYFny	VTBS	nYFhzcbMMKplxRx	29,568	440	238	-31.96	-21.11	2025-06-25T15:15:08	SG	active
D4BA29	B738	LKUDZ916	MAA8368	EGLL	pFuauZhiHStQZcp	KJFK	vPnvJUkXbsWEChG	33,256	492	147	-26.59	-176.42	2020-07-27T16:41:03	AE	landed
664C96	AT76	LQMIC667	THV9488	VTBS	NkzEbKhDROKkQRG	VTBS	IfyKVVdIFiglQDa	34,881	436	114	30.38	33.07	2020-11-20T22:26:04	KR	on ground
BA8218	B38T	NIKOI360	UAD5196	WIII	tudoNUWITkHLktJ	RKSI	kVDUXPYZRPFuvGL	34,034	465	250	-49.97	-143	2025-10-28T23:37:23	AE	active
4EC6E1	AT76	QHCDI413	CWW7576	RJTT	KZasXhPfOKgXvpr	EGLL	jNUSEMzPVuEwuFV	40,239	499	342	-50.98	5.08	2026-06-08T11:26:44	SG	active
8B3F85	B38T	OQLVD822	HAL9046	ZBAA	KMXqfACXInIJVyT	OMDB	EOustDCiFqTUYZi	28,685	482	240	-84.66	111.56	2022-10-08T01:09:21	CN	active
6E9BBF	AT76	BCSHN597	JGO198	OMDB	peMTNnwMKeesWqu	WMKK	OcqYNwrbqQGniQP	40,826	424	147	47.39	-139.59	2020-07-15T11:30:27	KR	active
105EAA	B739	IJHYK551	UOK2889	EGLL	FrrZfQMesHydBqo	RKSI	PNyIVfwfJMMhiaN	38,703	388	13	32.34	-102.61	2022-11-06T15:42:13	SG	active
D15F56	B738	NXQSR304	UYN4605	RKSI	zwEJPtIFZkKHKjt	VTBS	pdkFTjPRjJezpsd	30,105	519	321	58.82	97.11	2025-07-25T11:10:50	SG	active
047614	A321	DHIYE324	AAJ6738	RJTT	UwLpRuoeOpuEpHi	LFPG	JLqDgNXqRXamTwr	30,334	502	87	70.59	122.08	2021-01-06T00:23:44	JP	active
22A03B	A321	KQCWJ693	XPR9801	ZBAA	pqdvQoEJeHigLXr	OMDB	OzIKaCEWLPrwEiv	34,646	501	122	21.52	-30.53	2024-06-03T15:15:32	MY	active
D7C67A	B739	YGCFW731	WLQ3173	LFPG	nliKhQfxmSFhTXQ	KJFK	vxzSfDqkKzZDXwd	33,245	420	13	-3.89	56.95	2020-12-23T14:40:01	FR	active
AD60C2	A20N	NGYWJ127	ZJH2058	RKSI	rwhUNHuFviGLdpT	WSSS	LIvTWRPlIoMUjtD	37,629	415	248	-74.37	-168.22	2025-09-10T13:45:56	AE	active
FB78A8	B739	QQRHA183	JTZ1202	WAAA	wKgeKwRkEhIBjlw	OMDB	LiAYuJYFGdlfbgs	35,505	511	313	-42.78	-120.05	2025-01-29T10:37:31	US	active
8497AB	A20N	IRVCF673	PTY916	VTBS	aKZeCzvtZuKBEjk	OMDB	zAtUXvJgAIueEVf	30,061	469	333	-58.07	-134.05	2025-01-24T10:56:44	SG	active
496D75	A20N	RIPGE628	ACO5795	RKSI	tpEvGVezwMQepwr	LFPG	rubsOCMVJoMtKDu	33,831	528	209	84.22	8.37	2022-03-12T06:22:31	TH	active
789A8E	AT76	ABZDP183	AUQ9254	WIII	gEALLkDbZsAHZSY	RKSI	bzRIbBOedwexkvW	29,018	401	339	-66.06	122.61	2022-07-13T17:51:16	GB	active
80CB71	B38T	JPPKQ882	DYN8895	RKSI	YAzHebhwLzHWFbn	WAAA	YpHzonepxNRVfqj	38,702	444	137	-24.55	-157.09	2023-05-24T21:09:51	MY	active
8C9BB5	B38T	DJLPV773	HRL8302	OMDB	OGxVucUVIDMPeQG	ZBAA	vcjiznMZIUYWtOu	32,442	489	274	34.27	99.59	2020-07-30T10:46:01	CN	active
7B8976	B738	WLCZL155	PUL7726	WAAA	rNCvzxBIMhoKOwg	VTBS	eCBkzanaiYFNJIf	37,203	491	88	-68.81	-54.46	2024-05-29T17:39:32	GB	active
20062B	B739	BQJJZ227	IVS7284	WMKK	zKBTQRINYUUXaVC	ZBAA	PZMomHlhzCLaIWQ	28,380	424	199	-66.77	-61.48	2026-04-11T14:57:32	GB	on ground
CAD7FD	A320	XXIWT285	CTQ7015	VTBS	WeemUNcPYTBsIFq	WAAA	JkkZfmdNPhBAqyU	30,697	454	196	76.29	-98.73	2025-05-28T20:32:53	ID	active
AB7A5D	B738	JBVXH618	AQY2099	WAAA	QvZSZlTUWnTSrLE	ZBAA	HHcIiOZmhVtaAZo	39,580	527	290	75.81	-122.27	2025-02-01T14:50:19	MY	active
C67CDA	B739	EUOLU741	TIC4532	WIII	scITQDOdlyfBdtr	KJFK	uCjVkkaRMGNlIwH	38,382	466	138	-57.92	175.43	2022-04-04T07:49:23	SG	on ground
991692	E195	XMTYU112	CVJ7926	VTBS	zGLwYPvOQpFSXpZ	WSSS	wDoqSLSKQxtmlqy	31,783	438	303	-61.38	-58.63	2021-09-30T14:04:16	FR	landed
9CAD66	B739	OJXMY317	TAR7498	VTBS	AWtZXeXrtWPxPxr	WAAA	dghsAXNHGcaMSxF	40,105	533	317	23.81	111.66	2024-11-20T22:19:05	JP	active
B1F6C0	B739	CKTVL517	EKK8721	WMKK	lGeXVketnvYAxgW	EGLL	sySPkVXnKzjVdTw	29,172	383	299	-44.91	-93.13	2026-03-21T11:43:20	ID	active
64AF72	A321	JAJGS926	XRS6299	KJFK	PcBBmMeCxTsrtuL	RJTT	GtEOBDdPQIeOCTM	32,413	510	205	-76.48	139.88	2023-11-14T23:34:44	JP	active
E5B9D4	B38T	EPLXN645	YSU9308	EGLL	ZkzyXUWtydsmOEr	WIII	nCflSOfNiVNrtWy	38,185	382	189	51.71	53.56	2020-02-21T11:25:03	CN	on ground
75CFEF	A20N	HLPWL456	IPL4935	WSSS	OYVNOsjXGdfoKdp	WMKK	HwDHVuPmTuQHYuN	33,677	484	172	78.88	10.91	2026-11-25T12:22:55	SG	landed
F95175	B739	NYSTP503	YOA2893	WMKK	WVRkYOpMpROWIUW	RJTT	pMxxUEzQgnuUhCC	37,684	496	90	-27.47	-153.66	2020-09-25T11:59:44	GB	active

End of preview.

pip install flatseek

flatseek generate --schema article --rows 100000 --output 100k-articles.jsonl --format jsonl
flatseek generate --schema logs --rows 100000 --output 100k-logs.csv --format csv
flatseek generate --schema sparse --rows 100000 --output 100k-sparse.csv --format csv
flatseek generate --schema adsb --rows 100000 --output 100k-adsb.csv --format csv

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