From 541793f90981b18fc3b45133cff324fc28bd33c1 Mon Sep 17 00:00:00 2001
From: lukas leufen <l.leufen@fz-juelich.de>
Date: Wed, 27 May 2020 11:20:19 +0200
Subject: [PATCH] created another simple run script that can take arguments
---
src/__init__.py | 3 +++
src/run.py | 48 +++++++++++++++++++++++++++++++++++++
src/run_modules/__init__.py | 7 ++++++
3 files changed, 58 insertions(+)
create mode 100644 src/run.py
diff --git a/src/__init__.py b/src/__init__.py
index d690ff25..95598221 100644
--- a/src/__init__.py
+++ b/src/__init__.py
@@ -4,6 +4,9 @@ __version_info__ = {
'micro': 0,
}
+from src.run_modules import *
+from src.run import run
+
def get_version():
assert set(__version_info__.keys()) >= {"major", "minor"}
diff --git a/src/run.py b/src/run.py
new file mode 100644
index 00000000..705c6125
--- /dev/null
+++ b/src/run.py
@@ -0,0 +1,48 @@
+
+from src.run_modules import *
+import argparse
+import inspect
+
+
+def run(stations=['DEBW107', 'DEBY081', 'DEBW013', 'DEBW076', 'DEBW087', 'DEBW001'],
+ station_type='background',
+ trainable=False, create_new_model=True,
+ window_history_size=6,
+ experiment_date="testrun",
+ network=None,
+ variables=None, statistics_per_var=None,
+ start=None, end=None,
+ target_var="o3", target_dim=None,
+ window_lead_time=None,
+ dimensions=None,
+ interpolate_method=None, interpolate_dim=None, limit_nan_fill=None,
+ train_start=None, train_end=None, val_start=None, val_end=None, test_start=None, test_end=None,
+ use_all_stations_on_all_data_sets=True, fraction_of_train=None,
+ experiment_path=None, plot_path=None, forecast_path=None, bootstrap_path=None, overwrite_local_data=None,
+ sampling="daily",
+ permute_data_on_training=False, extreme_values=None, extremes_on_right_tail_only=None,
+ transformation=None,
+ train_min_length=None, val_min_length=None, test_min_length=None,
+ evaluate_bootstraps=True, number_of_bootstraps=None, create_new_bootstraps=False,
+ plot_list=None):
+
+ params = inspect.getfullargspec(ExperimentSetup).args
+ kwargs = {k: v for k, v in locals().items() if k in params}
+
+ parser = argparse.ArgumentParser()
+ parser.add_argument('--experiment_date', metavar='--exp_date', type=str, default="testrun",
+ help="set experiment date as string")
+ args = parser.parse_args()
+
+ with RunEnvironment():
+ ExperimentSetup(args, **kwargs)
+ PreProcessing()
+ PartitionCheck()
+ ModelSetup()
+ Training()
+ PostProcessing()
+
+
+if __name__ == "__main__":
+
+ run()
diff --git a/src/run_modules/__init__.py b/src/run_modules/__init__.py
index e69de29b..0c70ae42 100644
--- a/src/run_modules/__init__.py
+++ b/src/run_modules/__init__.py
@@ -0,0 +1,7 @@
+from src.run_modules.experiment_setup import ExperimentSetup
+from src.run_modules.model_setup import ModelSetup
+from src.run_modules.partition_check import PartitionCheck
+from src.run_modules.post_processing import PostProcessing
+from src.run_modules.pre_processing import PreProcessing
+from src.run_modules.run_environment import RunEnvironment
+from src.run_modules.training import Training
--
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