Stabilize the API #977
Assignees
Labels
breaking change ⚡
May break client code
documentation 📖
Improvements or additions to documentation
testing 🧪
Additional automated tests
Milestone
Comments
lars-reimann
added a commit
that referenced
this issue
Jan 12, 2025
Closes #875 Closes #877 Closes partially #977 ### Summary of Changes Stabilize the API of the `Table` class. This PR introduces several breaking changes to this class: - All optional parameters are now keyword-only, so we can reposition them later. - The `data` parameter of `__init__` is now required. - Rename `remove_columns_except` to `select_columns` - The new method can also be called with a callback that determines which columns to select. - Rename `add_table_as_columns` to `add_tables_as_columns` - Multiple tables can now be passed at once. - Rename `add_table_as_rows` to `add_tables_as_rows` - Multiple tables can now be passed at once. It also adds new functionality throughout the library: - New method `Table.add_index_column` to add a new column with auto-incrementing integer values to a table. - New method `Table.filter_rows` to keep only the rows matched by some predicate. - New method `Table.filter_rows_by_column` to keep only the rows that have a value in a specific column that matches some predicate. - New parameter `random_seed` for `Table.shuffle_rows` and `Table.split_rows` to control the pseudorandom number generator. Previously, the methods were deterministic, but the seed was hidden. - New parameter `missing_value_ratio_threshold` of `Table.remove_columns_with_missing_values` to be able to keep columns with only a few missing values. - Various static factory methods under `ColumnType` to instantiate column types. This prepares for #754. Finally, the methods `Table.summarize_statistics` and `Column.summarize_statistics` are now considerably faster. --------- Co-authored-by: megalinter-bot <129584137+megalinter-bot@users.noreply.github.com>
lars-reimann
added a commit
that referenced
this issue
Jan 13, 2025
Merged
lars-reimann
added a commit
that referenced
this issue
Jan 14, 2025
lars-reimann
added
enhancement 💡
breaking change ⚡
lars-reimann
added a commit
that referenced
this issue
Jan 15, 2025
Closes partially #977 ### Summary of Changes - Add method `Cell.constant` to create a cell with a constant value from a Python literal - Add method `Cell.date` to create a cell with a date - Add method `Cell.time` to create a cell with a time - Add method `Cell.datetime` to create a cell with a datetime - Add method `Cell.duration` to create a cell with a duration - Add method `Cell.cast` to cast a cell to another type - Improve type hints for cell operations --------- Co-authored-by: megalinter-bot <129584137+megalinter-bot@users.noreply.github.com>
lars-reimann
added a commit
that referenced
this issue
Jan 19, 2025
Closes partially #977 ### Summary of Changes - Operations are now wrapped into the classes - `DatetimeOperations` (formerly `TemporalCell`) - `DurationOperations` - `MathOperations` - `StringOperations` (formerly `StringCell`) - Stabilize operations on datetime/date/time - Stabilize operations on durations --------- Co-authored-by: megalinter-bot <129584137+megalinter-bot@users.noreply.github.com>
lars-reimann
added a commit
that referenced
this issue
Jan 20, 2025
Closes partially #977 ### Summary of Changes Add many common mathematical operations (e.g. square root, logarithm, sine) to the `Cell.math` namespace.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Stabilize the API to prepare for a 1.0.0 release. This includes checking the design, adding missing tests, and adding missing documentation. If a part of the API is not stable yet, it should be marked clearly in the documentation (#654).
Tables
DataType-> ColumnTypeTemporalCell-> DatetimeOperationsStringCell-> StringOperations➡️ New release
➡️ New release
➡️ New release
ML on Tables
self.elementsshould be a property)Other
Everything that follows could be marked as experimental, and we could proceed with a 1.0.0 release.
Images
Time Series
NNs
The text was updated successfully, but these errors were encountered: