upd

labsw/__init__.py

@@ -1 +1 @@
-__version__ = '0.1.7.3'
+__version__ = '0.1.7.4'

labsw/io.py

@@ -42,12 +42,25 @@ def load_data_RH_logger(filepath, every=1):
     return df.iloc[::every]
 
 
-def process_data_RH_logger(filepath, every, diff_period=1_000, SG_window_short=100, SG_window_long=10_000):
-    df = load_data_RH_logger(filepath, every=1)
+def process_data_RH_logger(filepath, every,
+                           median_window=1,
+                           diff_period=1_000,
+                           SG_window_short=100,
+                           SG_window_long=10_000):
 
+
+
+    # We load all the datapoints
+    df = load_data_RH_logger(filepath, every=1)
     df = df.drop(columns=['time'])
     df = df.rename(columns={'duration': 'time'})
 
+
+    # Median filter
+    df['weight'] = df['weight'].rolling(window=median_window, center=True).median()
+    df = df.dropna(subset=['weight'])
+
+
     m0 = df['weight'].iloc[0]
     mf = df['weight'].tail(300).mean()
     # Variation
@@ -66,6 +79,8 @@ def process_data_RH_logger(filepath, every, diff_period=1_000, SG_window_short=1
 
     h5path = os.path.splitext(filepath)[0]
     h5path += '-processed.h5'
+
+    # Apply the subset
     df = df.iloc[::every]
     df.to_hdf(h5path, key='data')