From ca24bfc10170664414542b042115eaef1eccc4b5 Mon Sep 17 00:00:00 2001
From: leufen1 <l.leufen@fz-juelich.de>
Date: Thu, 10 Dec 2020 14:13:08 +0100
Subject: [PATCH] updated run_mixed_sampling to have a running example
regarding the current changes
---
run_mixed_sampling.py | 27 +++++++++++++++++++--------
1 file changed, 19 insertions(+), 8 deletions(-)
diff --git a/run_mixed_sampling.py b/run_mixed_sampling.py
index a87e9f38..f50f072f 100644
--- a/run_mixed_sampling.py
+++ b/run_mixed_sampling.py
@@ -7,22 +7,33 @@ from mlair.workflows import DefaultWorkflow
from mlair.data_handler.data_handler_mixed_sampling import DataHandlerMixedSampling, DataHandlerMixedSamplingWithFilter, \
DataHandlerSeparationOfScales
+stats = {'o3': 'dma8eu', 'no': 'dma8eu', 'no2': 'dma8eu',
+ 'relhum': 'average_values', 'u': 'average_values', 'v': 'average_values',
+ 'cloudcover': 'average_values', 'pblheight': 'maximum',
+ 'temp': 'maximum'}
+data_origin = {'o3': '', 'no': '', 'no2': '',
+ 'relhum': 'REA', 'u': 'REA', 'v': 'REA',
+ 'cloudcover': 'REA', 'pblheight': 'REA',
+ 'temp': 'REA'}
+
def main(parser_args):
- args = dict(sampling="daily",
- sampling_inputs="hourly",
- window_history_size=24,
- **parser_args.__dict__,
- data_handler=DataHandlerSeparationOfScales,
+ args = dict(stations=["DEBW107", "DEBW013"],
+ network="UBA",
+ evaluate_bootstraps=False, plot_list=[],
+ data_origin=data_origin, data_handler=DataHandlerMixedSampling,
+ interpolation_limit=(3, 1), overwrite_local_data=False,
+ sampling=("hourly", "daily"),
+ statistics_per_var=stats,
+ create_new_model=False, train_model=False, epochs=1,
+ window_history_size=48,
kz_filter_length=[100 * 24, 15 * 24],
kz_filter_iter=[4, 5],
start="2006-01-01",
train_start="2006-01-01",
end="2011-12-31",
test_end="2011-12-31",
- stations=["DEBW107", "DEBW013"],
- epochs=100,
- network="UBA",
+ **parser_args.__dict__,
)
workflow = DefaultWorkflow(**args)
workflow.run()
--
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