From 29e9f14a98fad2d5d8771c2e8eb887155b59357c Mon Sep 17 00:00:00 2001
From: Felix Kleinert <f.kleinert@fz-juelich.de>
Date: Thu, 1 Apr 2021 15:21:22 +0200
Subject: [PATCH] extarct method from make_history to
_make_and_return_history_window
---
.../data_handler_single_station.py | 24 +++++++++++++++++--
1 file changed, 22 insertions(+), 2 deletions(-)
diff --git a/mlair/data_handler/data_handler_single_station.py b/mlair/data_handler/data_handler_single_station.py
index cb0a4803..9fdba43c 100644
--- a/mlair/data_handler/data_handler_single_station.py
+++ b/mlair/data_handler/data_handler_single_station.py
@@ -521,9 +521,29 @@ class DataHandlerSingleStation(AbstractDataHandler):
expression
:param dim_name_of_shift: Dimension along shift will be applied
"""
+ history = self._make_and_return_history_window(dim_name_of_shift, window)
+ self.history = history
+ # self.history = self.shift(data, dim_name_of_shift, window, offset=self.window_history_offset)
+
+ def _make_and_return_history_window(self, dim_name_of_shift, window, data=None):
+ """
+ Create a xr.DataArray containing history data.
+
+ Shift the data window+1 times and return a xarray which has a new dimension 'window' containing the shifted
+ data. This is used to represent history in the data. Results are stored in history attribute.
+
+ :param dim_name_of_inputs: Name of dimension which contains the input variables
+ :param window: number of time steps to look back in history
+ Note: window will be treated as negative value. This should be in agreement with looking back on
+ a time line. Nonetheless positive values are allowed but they are converted to its negative
+ expression
+ :param dim_name_of_shift: Dimension along shift will be applied
+ """
+ if data is None:
+ data = self.input_data
window = -abs(window)
- data = self.input_data
- self.history = self.shift(data, dim_name_of_shift, window, offset=self.window_history_offset)
+ history = self.shift(data, dim_name_of_shift, window, offset=self.window_history_offset)
+ return history
def make_labels(self, dim_name_of_target: str, target_var: str_or_list, dim_name_of_shift: str,
window: int) -> None:
--
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