This release introduces the following changes:
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Major Enhancements
- Add support for reading HTML tables into DataFrames (@athityakumar)
- Add support for importing remote CSVs (@athityakumar)
- Allow named indexes (@Shekharrajak)
- DataFrame GroupBy returns MultiIndex DataFrame (@Shekharrajak)
- Add new functions to Vector: max, min, index_of_max, index_of_min, max_by, min_by, index_of_max_by, index_of_min_by (@athityakumar)
- Add summary to DataFrame and Vector without reportbuilder (@ananyo2012)
- Add support for missing data for where clause (@athityakumar)
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Minor Enhancements
- Add a boolean converter to the CSV importer (@baarkerlounger)
- Fix documentation of replace_values method (@kojix2)
- Improve HTML table code of DataFrame and Vector (@Shekharrajak )
- Support CSV files with empty rows (@baarkerlounger)
- Better DataFrame and Vector to_s methods (@baarkerlounger)
- Add support for histogram to Vector moving average convergence-divergence (@parthm)
- Add support for negative arguments to Vector.lag (@parthm)
- Return Nyaplot instance instead of nil for Nyaplot Vector, Category and DataFrame (@Shekharrajak)
- Add global configurable error stream which allows error stream to be silenced (@sivagollapalli)
- Rubocop update and cleanup (@zverok)
- Improve performance of DataFrame covariance (@genya0407)
- Index [] to only take index value as argument (@ananyo2012)
- Better error raised when Vector is missing from DataFrame (@sivagollapalli)
- Add default order for DataFrame (@athityakumar)
- Add is_values to Index (@Shekharrajak)
- Improve spec style in IO/SQL data source spec (@dshvimer)
- Open SQLite databases by bath (@dshvimer)
- Remove unnecessary whitespace (@Shekharrajak)
- Remove the .svg from Travis CI build link (@athityakumar)
- Fix Travis CI icon in README (@athityakumar)
- Replace is_nil?, not_nil? with is_values (@lokeshh)
- Update contributing documentation (@v0dro)
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Fixes
- Fix missing axis labels for categorized scatter plot with Gruff (@xprazak2)
- Fix NMatrix Vector initialization when Vector has nils and no nm_type is given (@baarkerlounger)
- Fix head/tail methods on DataFrames with DateTime indexes and on Vector_at splat calls (@baarkerlounger)
- Fix empty DateTime Index (@zverok)
- Fix where clause when data contains missing/undefined values (@Shekharrajak)
- Fix apply_scalar_operator spec (@athityakumar)
- Change nil check to respond_to operator check for apply_scalar_operator (@athityakumar)
- Make where compatible with is_values (@athityakumar)
- Fix vector is_values method (@athityakumar)