Datasets:

numix
/

stations-officielles-es

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: 'Acum' as a scalar of type double
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2152, in cast_array_to_feature
                  return array_cast(
                      array,
                  ...<2 lines>...
                      allow_decimal_to_str=allow_decimal_to_str,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2015, in array_cast
                  return array.cast(pa_type)
                         ~~~~~~~~~~^^^^^^^^^
                File "pyarrow/array.pxi", line 1161, in pyarrow.lib.Array.cast
                  return _pc().cast(self, target_type, safe=safe,
                File "/usr/local/lib/python3.14/site-packages/pyarrow/compute.py", line 414, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 604, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 399, in pyarrow._compute.Function.call
                  result = GetResultValue(
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                  return check_status(status)
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
                  raise convert_status(status)
              pyarrow.lib.ArrowInvalid: Failed to parse string: 'Acum' as a scalar of type double
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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fecha string	indicativo string	velmedia_ms float64	racha_ms float64	dir_dizaines_deg float64	tmax_c float64	tmed_c float64	tmin_c float64	hr_max_pct float64	hr_media_pct int64	hr_min_pct float64	prec_mm float64	pres_max_hpa null	pres_min_hpa null	sol_horas null
2009-02-13	0092X	1.4	5.6	99	10	5.2	0.5	92	71	53	0	null	null	null
2009-02-15	0092X	1.9	6.4	21	7.9	3.4	-1.2	90	76	67	0	null	null	null
2009-02-16	0092X	0.8	6.1	22	9.5	5.2	0.8	93	73	54	0	null	null	null
2009-02-17	0092X	1.9	5.3	99	11.2	5.4	-0.5	92	73	52	0	null	null	null
2009-02-18	0092X	1.7	5.8	24	13.2	6.9	0.6	90	69	51	0	null	null	null
2009-02-19	0092X	1.9	7.5	24	12.8	6.3	-0.2	92	68	42	0	null	null	null
2009-02-20	0092X	1.9	5	99	10.3	5.9	1.5	92	70	61	null	null	null	null
2009-02-22	0092X	0.8	3.9	22	8.9	4.6	0.2	93	77	66	0	null	null	null
2009-02-23	0092X	1.1	5.8	19	11.2	6.2	1.2	99	74	57	0	null	null	null
2009-02-24	0092X	1.7	5.6	24	12.9	6.6	0.4	96	72	51	0	null	null	null
2009-02-25	0092X	1.9	5	99	12.7	8.7	4.7	87	66	48	0	null	null	null
2009-02-26	0092X	1.4	5.3	99	14.8	8.7	2.6	89	67	49	0	null	null	null
2009-02-27	0092X	2.2	6.7	5	18.8	11.6	4.3	72	35	20	null	null	null	null
2009-02-28	0092X	2.2	null	null	null	null	null	null	44	null	null	null	null	null
2009-03-02	0092X	1.4	4.2	23	9.1	7.4	5.8	98	92	83	5.6	null	null	null
2009-03-03	0092X	1.9	null	null	null	null	null	null	87	null	null	null	null	null
2009-03-04	0092X	2.8	null	null	null	null	null	null	92	null	null	null	null	null
2009-03-05	0092X	1.7	12.2	12	10.1	3.9	-2.3	99	57	28	0	null	null	null
2009-03-07	0092X	4.4	23.3	6	18.2	10	1.9	73	34	18	0	null	null	null
2009-03-08	0092X	1.4	7.2	99	16.1	9.2	2.3	86	66	47	0	null	null	null
2009-03-09	0092X	2.2	8.3	99	13.5	9	4.6	96	73	52	0	null	null	null
2009-03-10	0092X	1.7	6.7	99	15.3	10.6	5.9	96	67	50	0	null	null	null
2009-03-11	0092X	1.4	4.4	26	12.8	8.4	4.1	85	64	52	0	null	null	null
2009-03-12	0092X	1.7	6.1	21	16.4	9.5	2.6	90	70	53	0	null	null	null
2009-03-13	0092X	2.2	6.4	8	21.2	12.6	4.1	91	58	40	0	null	null	null
2009-03-14	0092X	2.2	6.9	25	21.4	15.6	9.7	72	48	35	0	null	null	null
2009-03-15	0092X	2.8	9.2	23	20	13.5	7	74	51	33	0	null	null	null
2009-03-16	0092X	2.8	15	21	17.8	11.7	5.6	71	34	20	0	null	null	null
2009-03-17	0092X	2.5	7.5	26	17.8	10.7	3.6	77	48	31	0	null	null	null
2009-03-18	0092X	2.2	7.2	23	18.9	11.1	3.3	86	57	38	0	null	null	null
2009-03-20	0092X	1.7	7.8	6	20.9	13.4	5.9	80	47	10	0	null	null	null
2009-03-21	0092X	1.9	7.5	99	13.8	8.2	2.6	80	57	45	null	null	null	null
2009-03-22	0092X	1.9	null	null	null	null	null	null	64	null	null	null	null	null
2009-03-23	0092X	1.9	6.9	23	18.9	10.3	1.7	65	45	28	0	null	null	null
2009-03-24	0092X	2.2	11.9	5	17.4	10.1	2.8	79	39	23	0	null	null	null
2009-03-25	0092X	1.7	8.6	24	15.3	7.4	-0.6	72	45	34	0	null	null	null
2009-03-26	0092X	1.7	7.8	24	17.2	9.7	2.2	87	51	34	0	null	null	null
2009-03-27	0092X	4.2	12.8	99	20.7	12.6	4.5	80	44	27	0	null	null	null
2009-03-28	0092X	2.2	7.8	7	12.4	8.5	4.6	94	82	57	29.8	null	null	null
2009-03-29	0092X	2.5	8.3	99	10.3	7.4	4.6	98	69	39	0	null	null	null
2009-03-30	0092X	2.2	5.8	4	11.8	7	2.1	97	68	46	3.6	null	null	null
2009-03-31	0092X	0.8	4.7	6	8.2	6.1	4	99	92	75	13.6	null	null	null
2009-04-01	0092X	1.1	5	24	11.8	8.6	5.3	99	88	75	1.2	null	null	null
2009-04-02	0092X	1.1	3.3	99	9.3	7	4.8	98	92	84	5	null	null	null
2009-04-03	0092X	0.8	6.9	22	14.2	8.6	2.9	98	76	61	0	null	null	null
2009-04-04	0092X	1.9	6.1	26	15.6	9.7	3.8	92	70	59	null	null	null	null
2009-04-05	0092X	1.9	5	99	15.6	10.8	5.9	92	75	64	0	null	null	null
2009-04-06	0092X	3.1	8.1	24	18.5	12.6	6.8	92	74	61	1.2	null	null	null
2009-04-07	0092X	3.3	15.6	4	10.2	8.2	6.3	96	88	73	29.8	null	null	null
2009-04-08	0092X	1.4	18.1	11	12.7	9.1	5.5	91	74	58	0.2	null	null	null
2009-04-09	0092X	3.1	6.7	27	17.9	11	4.1	91	65	36	0	null	null	null
2009-04-10	0092X	1.1	5.6	99	10.4	9	7.7	95	87	68	5.8	null	null	null
2009-04-11	0092X	1.9	13.6	5	13.4	9.6	5.9	94	69	46	2.6	null	null	null
2009-04-12	0092X	1.1	7.2	11	10.3	6.5	2.7	97	93	56	1.6	null	null	null
2009-04-13	0092X	1.4	5.3	25	15.1	10	4.8	99	80	63	0	null	null	null
2009-04-14	0092X	3.3	9.4	99	18.7	12.2	5.8	95	62	43	0.8	null	null	null
2009-04-15	0092X	1.1	11.4	32	11.6	8.7	5.8	96	87	72	23.6	null	null	null
2009-04-16	0092X	2.5	10.3	25	13.4	8.4	3.4	98	70	52	0.2	null	null	null
2009-04-17	0092X	1.9	8.6	33	12.9	8.1	3.3	93	78	56	5	null	null	null
2009-04-18	0092X	2.5	13.1	29	14.4	8.8	3.3	90	66	56	0.6	null	null	null
2009-04-19	0092X	1.9	10.6	25	17.4	11.2	4.9	94	62	24	7	null	null	null
2009-04-20	0092X	1.9	7.5	27	15.8	9.4	2.9	97	69	47	0	null	null	null
2009-04-21	0092X	3.3	14.7	3	19.4	13	6.7	94	51	31	0	null	null	null
2009-04-22	0092X	4.2	13.6	6	21.1	16.4	11.7	55	33	30	null	null	null	null
2009-04-23	0092X	2.5	8.1	23	23.9	15.2	6.6	64	43	33	0	null	null	null
2009-04-24	0092X	3.1	7.2	22	22.1	15.6	9.2	77	46	39	null	null	null	null
2009-04-25	0092X	1.7	9.7	5	18.4	14	9.6	83	60	43	0	null	null	null
2009-04-26	0092X	2.5	11.9	26	12.3	9.6	6.8	90	80	70	2.8	null	null	null
2009-04-27	0092X	3.9	12.5	31	16	10.1	4.2	97	71	52	0.4	null	null	null
2009-04-28	0092X	2.5	11.9	25	16.2	11.4	6.6	89	67	45	0.8	null	null	null
2009-04-29	0092X	3.3	11.1	26	17.6	10.8	4	93	59	45	0	null	null	null
2009-04-30	0092X	3.1	9.4	99	19	12.6	6.1	92	73	49	5.6	null	null	null
2009-05-01	0092X	2.2	11.7	6	19.5	13.7	7.9	96	54	28	0	null	null	null
2009-05-02	0092X	2.8	7.5	24	21.3	13.7	6.1	79	57	39	0	null	null	null
2009-05-03	0092X	2.8	6.9	24	23.5	15.8	8	69	47	36	0	null	null	null
2009-05-04	0092X	1.7	6.9	25	20.9	15.2	9.4	76	56	41	0	null	null	null
2009-05-05	0092X	2.2	7.5	24	21.6	14.6	7.7	88	56	42	0	null	null	null
2009-05-06	0092X	1.9	8.3	23	25	17.6	10.2	74	47	34	0	null	null	null
2009-05-07	0092X	2.2	7.8	24	26.9	19	11.1	83	50	36	0.4	null	null	null
2009-05-08	0092X	1.4	6.4	99	23.3	17.4	11.4	89	55	37	0	null	null	null
2009-05-09	0092X	2.8	7.2	99	23.7	17.6	11.6	78	52	30	2	null	null	null
2009-05-10	0092X	2.5	8.6	27	22.8	17.8	12.9	91	70	49	0.4	null	null	null
2009-05-11	0092X	2.5	9.7	20	24.9	18.8	12.7	82	52	35	0.6	null	null	null
2009-05-12	0092X	2.5	8.6	24	26.5	20	13.4	83	55	37	1.4	null	null	null
2009-05-13	0092X	1.7	7.8	99	20.9	17.2	13.6	92	74	55	1.4	null	null	null
2009-05-14	0092X	1.4	9.7	30	17.9	14	10.1	96	85	71	11.8	null	null	null
2009-05-15	0092X	3.3	10.6	23	18.6	12.8	6.9	97	70	46	0	null	null	null
2009-05-16	0092X	2.2	6.9	23	22.9	15.2	7.5	92	53	31	0	null	null	null
2009-05-17	0092X	2.2	8.1	24	23.5	16.4	9.2	85	56	39	0	null	null	null
2009-05-18	0092X	2.5	7.5	99	22.7	17.4	12	82	55	34	0	null	null	null
2009-05-19	0092X	2.5	7.5	25	25.2	18.2	11.2	86	51	33	0	null	null	null
2009-05-20	0092X	2.2	8.3	99	27.1	19.7	12.3	82	48	34	0	null	null	null
2009-05-21	0092X	2.8	6.4	99	29.3	22.6	15.9	64	43	28	0	null	null	null
2009-05-22	0092X	3.3	10	26	30.3	23.2	16	65	52	24	0	null	null	null
2009-05-23	0092X	1.9	7.8	16	28.6	23.2	17.9	63	41	31	0	null	null	null
2009-05-24	0092X	1.9	9.2	6	27.1	22.4	17.6	65	46	32	0	null	null	null
2009-05-25	0092X	2.2	null	null	null	null	null	null	50	null	null	null	null	null
2009-05-26	0092X	3.3	13.6	26	24.4	18.7	13	84	59	42	0	null	null	null
2009-05-27	0092X	2.2	7.5	26	23.8	16.6	9.3	88	53	38	0	null	null	null
2009-05-28	0092X	1.9	7.5	99	26.4	18.2	10.1	64	44	33	0	null	null	null

End of preview.

Stations météo officielles — Pyrénées & Pays basque

Lectures de stations sol de cinq réseaux officiels couvrant les Pyrénées (versants français et espagnol) et le Pays basque, rassemblées pour la recherche aérologique (projet WazeSoar — vol libre / planeur).

Chaque fichier : <source>/<identifiant_station>/<AAAA-MM>.csv.gz (ou <AAAA>.csv.gz pour AEMET, quotidien). Une ligne par pas de temps, colonne time en heure locale du réseau.

Sources

Dossier	Réseau	Fournisseur	Cadence	Licence
`aemet/`	AEMET OpenData (Espagne)	Agencia Estatal de Meteorología	quotidien (climatologique)	AEMET
`euskalmet/`	Euskalmet — réseau basque	Gobierno Vasco / Euskalmet	10 minutes	CC BY 4.0
`meteonavarra/`	Meteo Navarra	Gobierno de Navarra	10 minutes	Gobierno de Navarra
`meteocat/`	XEMA (Catalogne)	Servei Meteorològic de Catalunya	10 minutes	CC BY 4.0
`metar/`	METAR aéroports	NOAA (archive IEM ASOS, Iowa State)	horaire	domaine public

Colonnes

time, puis selon les capteurs de la station :

Vent : mean_speed_ms, max_speed_ms (rafale), mean_direction_deg, speed_sigma_ms, direction_sigma_deg (écarts-types sur la fenêtre) ; hauteur_anemometre_cm (hauteur du capteur, lue dans la source quand disponible).
Thermo / humidité : temperature_c, humidity_pct.
Rayonnement / précipitation : irradiance_wm2, precipitation_mm.
Euskalmet, sous-ensemble de stations (ajouté 2026-09) : pressure_hpa (+ pressure_height_cm), soil_temperature_c, subsoil_temperature_c (+ subsoil_temperature_depth_cm, profondeur négative), net_radiation_wm2, uv_radiation_wm2, visibility_m.

Valeurs brutes : aucun filtre de plausibilité n'est appliqué (bruit de capteur, valeurs aberrantes ponctuelles — ex. pressure_hpa ≈ 20 sur une station Euskalmet — à traiter en aval).

Euskalmet — détail

Route : archives annuelles Open Data Euskadi (https://opendata.euskadi.eus/contenidos/ds_meteorologicos/met_stations_ds_{AAAA}/opendata/{AAAA}.zip, jeux « Estaciones meteorológicas: lecturas recogidas en el {AAAA} »), pas l'API REST à jeton. Fichiers statiques, CC BY 4.0.
Couverture : 2013 → 2025 complet, pas de 10 minutes, ~65-69 stations actives par année (réseau entier ; certaines stations sont des bouées ou des stations hydrologiques dont seules les grandeurs aéro sont reprises). 2026 sera ajouté quand le ZIP annuel paraîtra (début 2027).
Grandeurs de la source non reprises (hors périmètre aéro) : houle, courants marins, marée, niveau d'eau de rivière, qualité d'eau (pH, oxygène, turbidité, nitrates…).

Attribution

Merci de citer chaque fournisseur d'origine. Pour Euskalmet : « Source : Open Data Euskadi / Euskalmet, licence CC BY 4.0 ».

Provenance

Construit et tenu à jour par le projet WazeSoar (challenge/balises/collecte_vent_officiel.py).

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