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Pandas Integration

Closed Apr 12, 2023 100% complete

Incorporate the functionalities enabled by pandas 2.x (to be released in February), including:

  • resample() (bring to API level with paleo semantics like .resample('5 ka'))
  • pyleo.Series.select() (new API method replacing slice(), emulating Xarray's .sel() )
  • create MultipleSeries object from pandas DataFrame columns (MS_from_DataFrame(df, cols = ...) )
  • time…

Incorporate the functionalities enabled by pandas 2.x (to be released in February), including:

  • resample() (bring to API level with paleo semantics like .resample('5 ka'))
  • pyleo.Series.select() (new API method replacing slice(), emulating Xarray's .sel() )
  • create MultipleSeries object from pandas DataFrame columns (MS_from_DataFrame(df, cols = ...) )
  • time unit conversions
  • align() should replace common_time()
  • to_xarray()
  • to_csv()
  • to_json()
  • drop_duplicates()
  • head() and tail() (bring to API level)
  • clean_ts will now use pd.Series.drop_na() and pd.Series.sort_index()

This milestone is closed.

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