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add MAROB testdata #370

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1268d41
new mapping function convert_to_decimal
ludwiglierhammer Feb 19, 2026
999fd36
remove print statements
ludwiglierhammer Feb 19, 2026
e0fc907
add MAROB test data
ludwiglierhammer Feb 19, 2026
0fc9129
set index to report_id
ludwiglierhammer Feb 19, 2026
7778327
optionally, set delimiter
ludwiglierhammer Feb 19, 2026
4192d67
use cdm-testdata marob_testdata branch
ludwiglierhammer Feb 19, 2026
831d75f
add MAROB mappinf tests
ludwiglierhammer Feb 19, 2026
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5 changes: 3 additions & 2 deletions cdm_reader_mapper/cdm_mapper/mapper.py
View file
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Original file line number Diff line number Diff line change
Expand Up @@ -399,8 +399,6 @@ def _process_chunk(
logger=logger,
)

table_df.columns = pd.MultiIndex.from_product([[table], table_df.columns])

if is_reader:
table_df.to_csv(
cdm_tables[table]["buffer"],
Expand Down Expand Up @@ -433,6 +431,9 @@ def _finalize_output(cdm_tables, logger):
else:
df = meta.get("df", pd.DataFrame())

df = df.set_index("report_id", drop=False)
df.columns = pd.MultiIndex.from_product([[table], df.columns])

final_tables.append(df)

if not final_tables:
Expand Down
10 changes: 7 additions & 3 deletions cdm_reader_mapper/cdm_mapper/tables/marob/header.json
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Original file line number Diff line number Diff line change
Expand Up @@ -38,10 +38,12 @@
},
"longitude": {
"elements": "GEOGR_LAENGE",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"latitude": {
"elements": "GEOGR_BREITE",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"location_quality": {
Expand All @@ -53,10 +55,14 @@
"station_speed": {
"elements": "FAHRTGESCHWINDIGKEIT",
"transform": "velocity_kn_in_ms",
"kwargs": {
"convert_to_decimal_float": true
},
"decimal_places": 2
},
"station_course": {
"elements": "FAHRTRICHTUNG",
"transform": "convert_to_decimal",
"decimal_places": 0
},
"height_of_station_above_local_ground": {
Expand All @@ -65,6 +71,7 @@
},
"height_of_station_above_sea_level": {
"elements": "STATIONSHOEHE_MSL",
"transform": "convert_to_decimal",
"fill_value": 0,
"decimal_places": 1
},
Expand All @@ -82,9 +89,6 @@
"default": 1,
"decimal_places": 0
},
"report_time_quality": {
"default": 2
},
"report_quality": {
"default": 2
},
Expand Down
8 changes: 5 additions & 3 deletions cdm_reader_mapper/cdm_mapper/tables/marob/observations-at.json
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
},
"observation_height_above_station_surface": {
"elements": "SENSORHOEHE_WAS_TT",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"observed_variable": {
Expand All @@ -14,19 +15,20 @@
"observation_value": {
"elements": "LUFTTEMPERATUR",
"transform": "temperature_celsius_to_kelvin",
"kwargs": {
"convert_to_decimal_float": true
},
"decimal_places": 2
},
"units": {
"default": 5
},
"quality_flag": {
"default": 2
},
"original_units": {
"default": 60
},
"original_value": {
"elements": "LUFTTEMPERATUR",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"conversion_method": {
Expand Down
8 changes: 5 additions & 3 deletions cdm_reader_mapper/cdm_mapper/tables/marob/observations-dpt.json
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
},
"observation_height_above_station_surface": {
"elements": "SENSORHOEHE_WAS_TT",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"observed_variable": {
Expand All @@ -14,19 +15,20 @@
"observation_value": {
"elements": "TAUPUNKTTEMPERATUR",
"transform": "temperature_celsius_to_kelvin",
"kwargs": {
"convert_to_decimal_float": true
},
"decimal_places": 2
},
"units": {
"default": 5
},
"quality_flag": {
"default": 2
},
"original_units": {
"default": 60
},
"original_value": {
"elements": "TAUPUNKTTEMPERATUR",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"conversion_method": {
Expand Down
8 changes: 5 additions & 3 deletions cdm_reader_mapper/cdm_mapper/tables/marob/observations-slp.json
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
},
"observation_height_above_station_surface": {
"elements": "BAROMETERHOEHE_MSL",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"observed_variable": {
Expand All @@ -14,19 +15,20 @@
"observation_value": {
"elements": "LUFTDRUCK_STATIONSHOEHE",
"transform": "pressue_hpa_in_pa",
"kwargs": {
"convert_to_decimal_float": true
},
"decimal_places": 0
},
"units": {
"default": 32
},
"quality_flag": {
"default": 2
},
"original_units": {
"default": 530
},
"original_value": {
"elements": "LUFTDRUCK_STATIONSHOEHE",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"conversion_method": {
Expand Down
10 changes: 7 additions & 3 deletions cdm_reader_mapper/cdm_mapper/tables/marob/observations-sst.json
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Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,9 @@
"observation_height_above_station_surface": {
"elements": "MESSTIEFE",
"transform": "float_opposite",
"kwargs": {
"convert_to_decimal_float": true
},
"decimal_places": 1
},
"observed_variable": {
Expand All @@ -15,19 +18,20 @@
"observation_value": {
"elements": "WASSERTEMPERATUR",
"transform": "temperature_celsius_to_kelvin",
"kwargs": {
"convert_to_decimal_float": true
},
"decimal_places": 2
},
"units": {
"default": 5
},
"quality_flag": {
"default": 2
},
"original_units": {
"default": 60
},
"original_value": {
"elements": "WASSERTEMPERATUR",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"conversion_method": {
Expand Down
8 changes: 5 additions & 3 deletions cdm_reader_mapper/cdm_mapper/tables/marob/observations-wbt.json
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
},
"observation_height_above_station_surface": {
"elements": "SENSORHOEHE_WAS_TT",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"observed_variable": {
Expand All @@ -14,19 +15,20 @@
"observation_value": {
"elements": "FEUCHTTEMPERATUR",
"transform": "temperature_celsius_to_kelvin",
"kwargs": {
"convert_to_decimal_float": true
},
"decimal_places": 2
},
"units": {
"default": 5
},
"quality_flag": {
"default": 2
},
"original_units": {
"default": 60
},
"original_value": {
"elements": "FEUCHTTEMPERATUR",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"conversion_method": {
Expand Down
6 changes: 3 additions & 3 deletions cdm_reader_mapper/cdm_mapper/tables/marob/observations-wd.json
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Original file line number Diff line number Diff line change
Expand Up @@ -6,26 +6,26 @@
},
"observation_height_above_station_surface": {
"elements": "SENSORHOEHE_WAS_FF",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"observed_variable": {
"default": 106
},
"observation_value": {
"elements": "WINDRICHTUNG",
"transform": "convert_to_decimal",
"decimal_places": 0
},
"units": {
"default": 320
},
"quality_flag": {
"default": 2
},
"original_units": {
"default": 320
},
"original_value": {
"elements": "WINDRICHTUNG",
"transform": "convert_to_decimal",
"decimal_places": 0
},
"conversion_flag": {
Expand Down
8 changes: 5 additions & 3 deletions cdm_reader_mapper/cdm_mapper/tables/marob/observations-ws.json
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
},
"observation_height_above_station_surface": {
"elements": "SENSORHOEHE_WAS_FF",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"observed_variable": {
Expand All @@ -14,20 +15,21 @@
"observation_value": {
"elements": "WINDGESCHWINDIGKEIT",
"transform": "velocity_kmh_in_ms",
"kwargs": {
"convert_to_decimal_float": true
},
"decimal_places": 1
},
"units": {
"default": 731
},
"quality_flag": {
"default": 2
},
"original_precision": {},
"original_units": {
"default": 741
},
"original_value": {
"elements": "WINDGESCHWINDIGKEIT",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"conversion_flag": {
Expand Down
5 changes: 5 additions & 0 deletions cdm_reader_mapper/cdm_mapper/tables/marob/observations.json
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Original file line number Diff line number Diff line change
Expand Up @@ -30,10 +30,12 @@
},
"longitude": {
"elements": "GEOGR_LAENGE",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"latitude": {
"elements": "GEOGR_BREITE",
"transform": "convert_to_decimal",
"decimal_places": 1
},
"crs": {
Expand All @@ -51,6 +53,9 @@
"spatial_representativeness": {
"default": 3
},
"quality_flag": {
"default": 2
},
"numerical_precision": {},
"sensor_automation_status": {
"elements": "DATENQUELLE_ID",
Expand Down
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