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indexing.rst

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Index objects

Index

pyspark.pandas

Index

Properties

Index.is_monotonic Index.is_monotonic_increasing Index.is_monotonic_decreasing Index.is_unique Index.has_duplicates Index.hasnans Index.dtype Index.inferred_type Index.is_all_dates Index.shape Index.name Index.names Index.ndim Index.size Index.nlevels Index.empty Index.T Index.values

Modifying and computations

Index.all Index.any Index.argmin Index.argmax Index.copy Index.delete Index.equals Index.factorize Index.identical Index.insert Index.is_boolean Index.is_categorical Index.is_floating Index.is_integer Index.is_interval Index.is_numeric Index.is_object Index.drop Index.drop_duplicates Index.min Index.max Index.map Index.rename Index.repeat Index.take Index.unique Index.nunique Index.value_counts

Compatibility with MultiIndex

Index.set_names Index.droplevel

Missing Values

Index.fillna Index.dropna Index.isna Index.notna

Conversion

Index.astype Index.item Index.to_list Index.to_series Index.to_frame Index.view Index.to_numpy

Spark-related

Index.spark provides features that does not exist in pandas but in Spark. These can be accessed by Index.spark.<function/property>.

Index.spark.column Index.spark.transform

Sorting

Index.sort_values

Time-specific operations

Index.shift

Combining / joining / set operations

Index.append Index.intersection Index.union Index.difference Index.symmetric_difference

Selecting

Index.asof Index.isin

Numeric Index

Int64Index Float64Index

CategoricalIndex

CategoricalIndex

Categorical components

CategoricalIndex.codes CategoricalIndex.categories CategoricalIndex.ordered CategoricalIndex.rename_categories CategoricalIndex.reorder_categories CategoricalIndex.add_categories CategoricalIndex.remove_categories CategoricalIndex.remove_unused_categories CategoricalIndex.set_categories CategoricalIndex.as_ordered CategoricalIndex.as_unordered CategoricalIndex.map

MultiIndex

MultiIndex

MultiIndex Constructors

MultiIndex.from_arrays MultiIndex.from_tuples MultiIndex.from_product MultiIndex.from_frame

MultiIndex Properties

MultiIndex.has_duplicates MultiIndex.hasnans MultiIndex.inferred_type MultiIndex.is_all_dates MultiIndex.shape MultiIndex.names MultiIndex.ndim MultiIndex.empty MultiIndex.T MultiIndex.size MultiIndex.nlevels MultiIndex.levshape MultiIndex.values MultiIndex.dtypes

MultiIndex components

MultiIndex.swaplevel

MultiIndex components

MultiIndex.droplevel

MultiIndex Missing Values

MultiIndex.fillna MultiIndex.dropna

MultiIndex Modifying and computations

MultiIndex.equals MultiIndex.equal_levels MultiIndex.identical MultiIndex.insert MultiIndex.drop MultiIndex.copy MultiIndex.delete MultiIndex.rename MultiIndex.repeat MultiIndex.take MultiIndex.unique MultiIndex.min MultiIndex.max MultiIndex.value_counts

MultiIndex Combining / joining / set operations

MultiIndex.append MultiIndex.intersection MultiIndex.union MultiIndex.difference MultiIndex.symmetric_difference

MultiIndex Conversion

MultiIndex.astype MultiIndex.item MultiIndex.to_list MultiIndex.to_series MultiIndex.to_frame MultiIndex.view MultiIndex.to_numpy

MultiIndex Spark-related

MultiIndex.spark provides features that does not exist in pandas but in Spark. These can be accessed by MultiIndex.spark.<function/property>.

MultiIndex.spark.data_type MultiIndex.spark.column MultiIndex.spark.transform

MultiIndex Sorting

MultiIndex.sort_values

DatatimeIndex

DatetimeIndex

Time/date components

DatetimeIndex.year DatetimeIndex.month DatetimeIndex.day DatetimeIndex.hour DatetimeIndex.minute DatetimeIndex.second DatetimeIndex.microsecond DatetimeIndex.week DatetimeIndex.weekofyear DatetimeIndex.dayofweek DatetimeIndex.day_of_week DatetimeIndex.weekday DatetimeIndex.dayofyear DatetimeIndex.day_of_year DatetimeIndex.quarter DatetimeIndex.is_month_start DatetimeIndex.is_month_end DatetimeIndex.is_quarter_start DatetimeIndex.is_quarter_end DatetimeIndex.is_year_start DatetimeIndex.is_year_end DatetimeIndex.is_leap_year DatetimeIndex.daysinmonth DatetimeIndex.days_in_month

Selecting

DatetimeIndex.indexer_between_time DatetimeIndex.indexer_at_time

Time-specific operations

DatetimeIndex.normalize DatetimeIndex.strftime DatetimeIndex.round DatetimeIndex.floor DatetimeIndex.ceil DatetimeIndex.month_name DatetimeIndex.day_name

TimedeltaIndex

TimedeltaIndex

Components

TimedeltaIndex.days TimedeltaIndex.seconds TimedeltaIndex.microseconds