pyspc.model.otamin16.rt_data.RT_Data

class pyspc.model.otamin16.rt_data.RT_Data(filename=None, datatype=None)[source]

Bases : object

Classe permettant la manipulation du prv OTAMIN v2016.

filename

Nom du fichier prv de OTAMIN v2016

Type:: str

datatype

Type du fichier de données

Type:: str

__init__(filename=None, datatype=None)[source]

Initialiser l’instance de la classe RT_Data (prv) de Otamin v2016.

Paramètres:

filename (str) – Nom du fichier prv de OTAMIN v2016
datatype (str) – Type du fichier de données

Methods

`__init__`([filename, datatype])	Initialiser l'instance de la classe RT_Data (prv) de Otamin v2016.
`get_types`()	Liste des types de format prv Otamin.
`read`()	Lire un fichier prv Otamin.
`write`([data])	Ecrire un fichier prv OTAMIN.

classmethod get_types()[source]

Liste des types de format prv Otamin.

Renvoie:

list – Types de format prv Otamin
.. seealso:: – pyspc.verification.Otamin.convention.EXPORT_DTYPES

read()[source]

Lire un fichier prv Otamin.

Renvoie:: data – Dataframe des données
Type renvoyé:: pnd.DataFrame

Exemples

>>> from pyspc.verification.otamin16 import RT_Data
>>> f = 'data/model/otamin16/GRP_B_20200911_1515_2.prv'
>>> d = RT_Data(filename=f, datatype='fcst')
>>> df = d.read()
>>> df
Stations                    A6701210
Grandeurs                          Q
IdSeries             57gGRPd000_2001  57gGRPd000_2002  57gGRPd000_2003
# Modeles                 57gGRPd000       57gGRPd000       57gGRPd000
# Scenarios                     2001             2002             2003
# DtDerObs          03-02-2020 12:00 03-02-2020 12:00 03-02-2020 12:00
2020-02-03 13:00:00           41.689           41.614           41.784
2020-02-03 14:00:00           43.426           43.161           43.760
2020-02-03 15:00:00           44.285           43.699           45.025
2020-02-03 16:00:00           44.395           43.438           45.649
2020-02-03 17:00:00           44.109           42.775           45.949
2020-02-03 18:00:00           43.340           41.659           45.793
2020-02-03 19:00:00           42.448           40.459           45.491
2020-02-03 20:00:00           41.470           39.230           45.023
2020-02-03 21:00:00           40.312           37.941           44.198
2020-02-03 22:00:00           39.044           36.614           43.123
2020-02-03 23:00:00           37.754           35.292           41.936
2020-02-04 00:00:00           36.612           34.060           40.888
2020-02-04 01:00:00           36.184           33.290           40.909
2020-02-04 02:00:00           36.708           33.133           42.427
2020-02-04 03:00:00           38.304           33.660           45.723
2020-02-04 04:00:00           40.523           34.575           50.083
2020-02-04 05:00:00           43.099           35.706           55.065
2020-02-04 06:00:00           45.781           36.908           60.224
2020-02-04 07:00:00           48.223           37.971           64.957
2020-02-04 08:00:00           50.064           38.681           68.613
2020-02-04 09:00:00           50.648           38.654           70.013
2020-02-04 10:00:00           50.161           38.023           69.503
2020-02-04 11:00:00           48.963           37.008           67.750
2020-02-04 12:00:00           47.745           36.014           66.030

>>> f = 'data/model/otamin16/GRP_B_20200911_1515_DA_2.prv'
>>> d = Data(filename=f, datatype='fcst')
>>> df = d.read()
>>> df
Stations                    A6701210  ...
Grandeurs                         RR  ...               TA
IdSeries             57gGRPd000_2001  ...  57gGRPd000_2003
# Modeles                 57gGRPd000  ...       57gGRPd000
# Scenarios                     2001  ...             2003
# DtDerObs          03-02-2020 12:00  ... 03-02-2020 12:00
2020-02-03 13:00:00              1.1  ...              NaN
2020-02-03 14:00:00              1.1  ...              NaN
2020-02-03 15:00:00              1.1  ...              NaN
2020-02-03 16:00:00              0.2  ...              NaN
2020-02-03 17:00:00              0.2  ...              NaN
2020-02-03 18:00:00              0.2  ...              NaN
2020-02-03 19:00:00              0.3  ...              NaN
2020-02-03 20:00:00              0.3  ...              NaN
2020-02-03 21:00:00              0.3  ...              NaN
2020-02-03 22:00:00              0.4  ...              NaN
2020-02-03 23:00:00              0.4  ...              NaN
2020-02-04 00:00:00              0.4  ...              NaN
2020-02-04 01:00:00              3.6  ...              NaN
2020-02-04 02:00:00              3.6  ...              NaN
2020-02-04 03:00:00              3.6  ...              NaN
2020-02-04 04:00:00              0.8  ...              NaN
2020-02-04 05:00:00              0.8  ...              NaN
2020-02-04 06:00:00              0.8  ...              NaN
2020-02-04 07:00:00              0.4  ...              NaN
2020-02-04 08:00:00              0.4  ...              NaN
2020-02-04 09:00:00              0.4  ...              NaN
2020-02-04 10:00:00              0.7  ...              NaN
2020-02-04 11:00:00              0.7  ...              NaN
2020-02-04 12:00:00              0.7  ...              NaN

>>> f = 'data/model/otamin16/GRP_B_20200203_1200_2.prv'
>>> d = Data(filename=f, datatype='trend')
>>> df = d.read()
>>> df
Stations                      A6701210
Grandeurs                            Q
IdSeries            57gGRPd000_2001_-1 ... 57gGRPd000_2001_90
# Modeles                   57gGRPd000 ...         57gGRPp000
# Scenarios                       2001 ...               2001
# DtDerObs            03-02-2020 12:00 ...      03-02-2020 12
# Probas                            -1 ...                 90
2020-02-03 13:00:00             41.689 ...             42.977
2020-02-03 14:00:00             43.426 ...             46.273
2020-02-03 15:00:00             44.285 ...             48.725
2020-02-03 16:00:00             44.395 ...             50.069
2020-02-03 17:00:00             44.109 ...             50.962
2020-02-03 18:00:00             43.340 ...             51.269
2020-02-03 19:00:00             42.448 ...             51.050
2020-02-03 20:00:00             41.470 ...             50.691
2020-02-03 21:00:00             40.312 ...             50.070
2020-02-03 22:00:00             39.044 ...             49.208
2020-02-03 23:00:00             37.754 ...             48.272
2020-02-04 00:00:00             36.612 ...             47.480
2020-02-04 01:00:00             36.184 ...             47.263
2020-02-04 02:00:00             36.708 ...             48.290
2020-02-04 03:00:00             38.304 ...             50.748
2020-02-04 04:00:00             40.523 ...             54.066
2020-02-04 05:00:00             43.099 ...             57.906
2020-02-04 06:00:00             45.781 ...             61.938
2020-02-04 07:00:00             48.223 ...             65.412
2020-02-04 08:00:00             50.064 ...             68.085
2020-02-04 09:00:00             50.648 ...             69.058
2020-02-04 10:00:00             50.161 ...             68.571
2020-02-04 11:00:00             48.963 ...             67.106
2020-02-04 12:00:00             47.745 ...             65.605

write(data=None)[source]

Ecrire un fichier prv OTAMIN.

Paramètres:: data (pnd.DataFrame) – Dataframe des données