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ROCm Data Science 26.03 Version List
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ROCm Data Science

hipDF 3.0.0 documentation

  • What is hipDF?

Install

  • System requirements
  • Installing hipDF
  • Building and installing hipDF from source
  • Verifying your hipDF Installation

How to

  • Use hipDF cudf.pandas

Reference

  • hipDF API reference
    • Series
      • hipdf.Series
      • hipdf.Series.axes
      • hipdf.Series.index
      • hipdf.Series.values
      • hipdf.Series.data
      • hipdf.Series.dtype
      • hipdf.Series.dtypes
      • hipdf.Series.shape
      • hipdf.Series.ndim
      • hipdf.Series.null_count
      • hipdf.Series.size
      • hipdf.Series.T
      • hipdf.Series.memory_usage
      • hipdf.Series.hasnans
      • hipdf.Series.has_nulls
      • hipdf.Series.empty
      • hipdf.Series.name
      • hipdf.Series.valid_count
      • hipdf.Series.values_host
      • hipdf.Series.astype
      • hipdf.Series.convert_dtypes
      • hipdf.Series.copy
      • hipdf.Series.deserialize
      • hipdf.Series.device_deserialize
      • hipdf.Series.device_serialize
      • hipdf.Series.host_deserialize
      • hipdf.Series.host_serialize
      • hipdf.Series.serialize
      • hipdf.Series.to_list
      • hipdf.Series.tolist
      • hipdf.Series.__array__
      • hipdf.Series.scale
      • hipdf.Series.loc
      • hipdf.Series.iloc
      • hipdf.Series.__iter__
      • hipdf.Series.items
      • hipdf.Series.iteritems
      • hipdf.Series.keys
      • hipdf.Series.squeeze
      • hipdf.Series.add
      • hipdf.Series.sub
      • hipdf.Series.subtract
      • hipdf.Series.mul
      • hipdf.Series.multiply
      • hipdf.Series.truediv
      • hipdf.Series.div
      • hipdf.Series.divide
      • hipdf.Series.floordiv
      • hipdf.Series.mod
      • hipdf.Series.pow
      • hipdf.Series.radd
      • hipdf.Series.rsub
      • hipdf.Series.rmul
      • hipdf.Series.rdiv
      • hipdf.Series.rtruediv
      • hipdf.Series.rfloordiv
      • hipdf.Series.rmod
      • hipdf.Series.rpow
      • hipdf.Series.round
      • hipdf.Series.lt
      • hipdf.Series.gt
      • hipdf.Series.le
      • hipdf.Series.ge
      • hipdf.Series.ne
      • hipdf.Series.eq
      • hipdf.Series.product
      • hipdf.Series.dot
      • hipdf.Series.apply
      • hipdf.Series.map
      • hipdf.Series.groupby
      • hipdf.Series.rolling
      • hipdf.Series.pipe
      • hipdf.Series.abs
      • hipdf.Series.all
      • hipdf.Series.any
      • hipdf.Series.autocorr
      • hipdf.Series.between
      • hipdf.Series.clip
      • hipdf.Series.corr
      • hipdf.Series.count
      • hipdf.Series.cov
      • hipdf.Series.cummax
      • hipdf.Series.cummin
      • hipdf.Series.cumprod
      • hipdf.Series.cumsum
      • hipdf.Series.describe
      • hipdf.Series.diff
      • hipdf.Series.digitize
      • hipdf.Series.ewm
      • hipdf.Series.factorize
      • hipdf.Series.kurt
      • hipdf.Series.max
      • hipdf.Series.mean
      • hipdf.Series.median
      • hipdf.Series.min
      • hipdf.Series.mode
      • hipdf.Series.nlargest
      • hipdf.Series.nsmallest
      • hipdf.Series.pct_change
      • hipdf.Series.prod
      • hipdf.Series.quantile
      • hipdf.Series.rank
      • hipdf.Series.skew
      • hipdf.Series.std
      • hipdf.Series.sum
      • hipdf.Series.var
      • hipdf.Series.kurtosis
      • hipdf.Series.unique
      • hipdf.Series.nunique
      • hipdf.Series.is_unique
      • hipdf.Series.is_monotonic_increasing
      • hipdf.Series.is_monotonic_decreasing
      • hipdf.Series.value_counts
      • hipdf.Series.add_prefix
      • hipdf.Series.add_suffix
      • hipdf.Series.drop
      • hipdf.Series.drop_duplicates
      • hipdf.Series.duplicated
      • hipdf.Series.equals
      • hipdf.Series.first
      • hipdf.Series.head
      • hipdf.Series.isin
      • hipdf.Series.last
      • hipdf.Series.reindex
      • hipdf.Series.rename
      • hipdf.Series.reset_index
      • hipdf.Series.sample
      • hipdf.Series.take
      • hipdf.Series.tail
      • hipdf.Series.tile
      • hipdf.Series.truncate
      • hipdf.Series.where
      • hipdf.Series.mask
      • hipdf.Series.backfill
      • hipdf.Series.bfill
      • hipdf.Series.dropna
      • hipdf.Series.ffill
      • hipdf.Series.fillna
      • hipdf.Series.interpolate
      • hipdf.Series.isna
      • hipdf.Series.isnull
      • hipdf.Series.nans_to_nulls
      • hipdf.Series.notna
      • hipdf.Series.notnull
      • hipdf.Series.pad
      • hipdf.Series.replace
      • hipdf.Series.argsort
      • hipdf.Series.sort_values
      • hipdf.Series.sort_index
      • hipdf.Series.explode
      • hipdf.Series.searchsorted
      • hipdf.Series.repeat
      • hipdf.Series.transpose
      • hipdf.Series.update
      • hipdf.Series.shift
      • hipdf.Series.resample
      • hipdf.Series.attrs
      • hipdf.Series.dt
      • hipdf.core.series.DatetimeProperties.year
      • hipdf.core.series.DatetimeProperties.month
      • hipdf.core.series.DatetimeProperties.day
      • hipdf.core.series.DatetimeProperties.hour
      • hipdf.core.series.DatetimeProperties.minute
      • hipdf.core.series.DatetimeProperties.second
      • hipdf.core.series.DatetimeProperties.microsecond
      • hipdf.core.series.DatetimeProperties.nanosecond
      • hipdf.core.series.DatetimeProperties.dayofweek
      • hipdf.core.series.DatetimeProperties.weekday
      • hipdf.core.series.DatetimeProperties.dayofyear
      • hipdf.core.series.DatetimeProperties.day_of_year
      • hipdf.core.series.DatetimeProperties.quarter
      • hipdf.core.series.DatetimeProperties.is_month_start
      • hipdf.core.series.DatetimeProperties.is_month_end
      • hipdf.core.series.DatetimeProperties.is_quarter_start
      • hipdf.core.series.DatetimeProperties.is_quarter_end
      • hipdf.core.series.DatetimeProperties.is_year_start
      • hipdf.core.series.DatetimeProperties.is_year_end
      • hipdf.core.series.DatetimeProperties.is_leap_year
      • hipdf.core.series.DatetimeProperties.days_in_month
      • hipdf.core.series.DatetimeProperties.isocalendar
      • hipdf.core.series.DatetimeProperties.strftime
      • hipdf.core.series.DatetimeProperties.round
      • hipdf.core.series.DatetimeProperties.floor
      • hipdf.core.series.DatetimeProperties.ceil
      • hipdf.core.series.DatetimeProperties.tz_localize
      • hipdf.core.series.TimedeltaProperties.days
      • hipdf.core.series.TimedeltaProperties.seconds
      • hipdf.core.series.TimedeltaProperties.microseconds
      • hipdf.core.series.TimedeltaProperties.nanoseconds
      • hipdf.core.series.TimedeltaProperties.components
      • hipdf.Series.str
      • hipdf.core.accessors.string.StringMethods.byte_count
      • hipdf.core.accessors.string.StringMethods.capitalize
      • hipdf.core.accessors.string.StringMethods.cat
      • hipdf.core.accessors.string.StringMethods.center
      • hipdf.core.accessors.string.StringMethods.character_ngrams
      • hipdf.core.accessors.string.StringMethods.character_tokenize
      • hipdf.core.accessors.string.StringMethods.code_points
      • hipdf.core.accessors.string.StringMethods.contains
      • hipdf.core.accessors.string.StringMethods.count
      • hipdf.core.accessors.string.StringMethods.detokenize
      • hipdf.core.accessors.string.StringMethods.edit_distance
      • hipdf.core.accessors.string.StringMethods.edit_distance_matrix
      • hipdf.core.accessors.string.StringMethods.endswith
      • hipdf.core.accessors.string.StringMethods.extract
      • hipdf.core.accessors.string.StringMethods.filter_alphanum
      • hipdf.core.accessors.string.StringMethods.filter_characters
      • hipdf.core.accessors.string.StringMethods.filter_tokens
      • hipdf.core.accessors.string.StringMethods.find
      • hipdf.core.accessors.string.StringMethods.findall
      • hipdf.core.accessors.string.StringMethods.find_multiple
      • hipdf.core.accessors.string.StringMethods.get
      • hipdf.core.accessors.string.StringMethods.get_json_object
      • hipdf.core.accessors.string.StringMethods.hex_to_int
      • hipdf.core.accessors.string.StringMethods.htoi
      • hipdf.core.accessors.string.StringMethods.index
      • hipdf.core.accessors.string.StringMethods.insert
      • hipdf.core.accessors.string.StringMethods.ip2int
      • hipdf.core.accessors.string.StringMethods.ip_to_int
      • hipdf.core.accessors.string.StringMethods.is_consonant
      • hipdf.core.accessors.string.StringMethods.is_vowel
      • hipdf.core.accessors.string.StringMethods.isalnum
      • hipdf.core.accessors.string.StringMethods.isalpha
      • hipdf.core.accessors.string.StringMethods.isdecimal
      • hipdf.core.accessors.string.StringMethods.isdigit
      • hipdf.core.accessors.string.StringMethods.isempty
      • hipdf.core.accessors.string.StringMethods.isfloat
      • hipdf.core.accessors.string.StringMethods.ishex
      • hipdf.core.accessors.string.StringMethods.isinteger
      • hipdf.core.accessors.string.StringMethods.isipv4
      • hipdf.core.accessors.string.StringMethods.isspace
      • hipdf.core.accessors.string.StringMethods.islower
      • hipdf.core.accessors.string.StringMethods.isnumeric
      • hipdf.core.accessors.string.StringMethods.isupper
      • hipdf.core.accessors.string.StringMethods.istimestamp
      • hipdf.core.accessors.string.StringMethods.istitle
      • hipdf.core.accessors.string.StringMethods.jaccard_index
      • hipdf.core.accessors.string.StringMethods.join
      • hipdf.core.accessors.string.StringMethods.len
      • hipdf.core.accessors.string.StringMethods.like
      • hipdf.core.accessors.string.StringMethods.ljust
      • hipdf.core.accessors.string.StringMethods.lower
      • hipdf.core.accessors.string.StringMethods.lstrip
      • hipdf.core.accessors.string.StringMethods.match
      • hipdf.core.accessors.string.StringMethods.minhash
      • hipdf.core.accessors.string.StringMethods.ngrams
      • hipdf.core.accessors.string.StringMethods.ngrams_tokenize
      • hipdf.core.accessors.string.StringMethods.normalize_spaces
      • hipdf.core.accessors.string.StringMethods.pad
      • hipdf.core.accessors.string.StringMethods.partition
      • hipdf.core.accessors.string.StringMethods.porter_stemmer_measure
      • hipdf.core.accessors.string.StringMethods.repeat
      • hipdf.core.accessors.string.StringMethods.removeprefix
      • hipdf.core.accessors.string.StringMethods.removesuffix
      • hipdf.core.accessors.string.StringMethods.replace
      • hipdf.core.accessors.string.StringMethods.replace_tokens
      • hipdf.core.accessors.string.StringMethods.replace_with_backrefs
      • hipdf.core.accessors.string.StringMethods.rfind
      • hipdf.core.accessors.string.StringMethods.rindex
      • hipdf.core.accessors.string.StringMethods.rjust
      • hipdf.core.accessors.string.StringMethods.rpartition
      • hipdf.core.accessors.string.StringMethods.rsplit
      • hipdf.core.accessors.string.StringMethods.rstrip
      • hipdf.core.accessors.string.StringMethods.slice
      • hipdf.core.accessors.string.StringMethods.slice_from
      • hipdf.core.accessors.string.StringMethods.slice_replace
      • hipdf.core.accessors.string.StringMethods.split
      • hipdf.core.accessors.string.StringMethods.startswith
      • hipdf.core.accessors.string.StringMethods.strip
      • hipdf.core.accessors.string.StringMethods.swapcase
      • hipdf.core.accessors.string.StringMethods.title
      • hipdf.core.accessors.string.StringMethods.token_count
      • hipdf.core.accessors.string.StringMethods.tokenize
      • hipdf.core.accessors.string.StringMethods.translate
      • hipdf.core.accessors.string.StringMethods.upper
      • hipdf.core.accessors.string.StringMethods.url_decode
      • hipdf.core.accessors.string.StringMethods.url_encode
      • hipdf.core.accessors.string.StringMethods.wrap
      • hipdf.core.accessors.string.StringMethods.zfill
      • hipdf.Series.cat
      • hipdf.core.accessors.categorical.CategoricalAccessor.categories
      • hipdf.core.accessors.categorical.CategoricalAccessor.ordered
      • hipdf.core.accessors.categorical.CategoricalAccessor.codes
      • hipdf.core.accessors.categorical.CategoricalAccessor.reorder_categories
      • hipdf.core.accessors.categorical.CategoricalAccessor.add_categories
      • hipdf.core.accessors.categorical.CategoricalAccessor.remove_categories
      • hipdf.core.accessors.categorical.CategoricalAccessor.set_categories
      • hipdf.core.accessors.categorical.CategoricalAccessor.as_ordered
      • hipdf.core.accessors.categorical.CategoricalAccessor.as_unordered
      • hipdf.Series.list
      • hipdf.core.accessors.lists.ListMethods.astype
      • hipdf.core.accessors.lists.ListMethods.concat
      • hipdf.core.accessors.lists.ListMethods.contains
      • hipdf.core.accessors.lists.ListMethods.index
      • hipdf.core.accessors.lists.ListMethods.get
      • hipdf.core.accessors.lists.ListMethods.leaves
      • hipdf.core.accessors.lists.ListMethods.len
      • hipdf.core.accessors.lists.ListMethods.sort_values
      • hipdf.core.accessors.lists.ListMethods.take
      • hipdf.core.accessors.lists.ListMethods.unique
      • hipdf.Series.struct
      • hipdf.core.accessors.struct.StructMethods.field
      • hipdf.core.accessors.struct.StructMethods.explode
      • hipdf.Series.to_arrow
      • hipdf.Series.to_cupy
      • hipdf.Series.to_dict
      • hipdf.Series.to_dlpack
      • hipdf.Series.to_frame
      • hipdf.Series.to_hdf
      • hipdf.Series.to_json
      • hipdf.Series.to_numpy
      • hipdf.Series.to_pandas
      • hipdf.Series.to_string
      • hipdf.Series.from_arrow
      • hipdf.Series.from_pandas
      • hipdf.Series.hash_values
      • hipdf.Series.to_pylibcudf
      • hipdf.Series.from_pylibcudf
    • DataFrame
      • hipdf.DataFrame
      • hipdf.DataFrame.axes
      • hipdf.DataFrame.index
      • hipdf.DataFrame.columns
      • hipdf.DataFrame.dtypes
      • hipdf.DataFrame.info
      • hipdf.DataFrame.select_dtypes
      • hipdf.DataFrame.values
      • hipdf.DataFrame.values_host
      • hipdf.DataFrame.ndim
      • hipdf.DataFrame.size
      • hipdf.DataFrame.shape
      • hipdf.DataFrame.memory_usage
      • hipdf.DataFrame.empty
      • hipdf.DataFrame.astype
      • hipdf.DataFrame.convert_dtypes
      • hipdf.DataFrame.copy
      • hipdf.DataFrame.head
      • hipdf.DataFrame.at
      • hipdf.DataFrame.iat
      • hipdf.DataFrame.loc
      • hipdf.DataFrame.iloc
      • hipdf.DataFrame.insert
      • hipdf.DataFrame.__iter__
      • hipdf.DataFrame.items
      • hipdf.DataFrame.keys
      • hipdf.DataFrame.iterrows
      • hipdf.DataFrame.itertuples
      • hipdf.DataFrame.pop
      • hipdf.DataFrame.tail
      • hipdf.DataFrame.isin
      • hipdf.DataFrame.squeeze
      • hipdf.DataFrame.where
      • hipdf.DataFrame.mask
      • hipdf.DataFrame.query
      • hipdf.DataFrame.add
      • hipdf.DataFrame.sub
      • hipdf.DataFrame.subtract
      • hipdf.DataFrame.mul
      • hipdf.DataFrame.multiply
      • hipdf.DataFrame.truediv
      • hipdf.DataFrame.div
      • hipdf.DataFrame.divide
      • hipdf.DataFrame.floordiv
      • hipdf.DataFrame.mod
      • hipdf.DataFrame.pow
      • hipdf.DataFrame.dot
      • hipdf.DataFrame.radd
      • hipdf.DataFrame.rsub
      • hipdf.DataFrame.rmul
      • hipdf.DataFrame.rdiv
      • hipdf.DataFrame.rtruediv
      • hipdf.DataFrame.rfloordiv
      • hipdf.DataFrame.rmod
      • hipdf.DataFrame.rpow
      • hipdf.DataFrame.lt
      • hipdf.DataFrame.gt
      • hipdf.DataFrame.le
      • hipdf.DataFrame.ge
      • hipdf.DataFrame.ne
      • hipdf.DataFrame.eq
      • hipdf.DataFrame.agg
      • hipdf.DataFrame.apply
      • hipdf.DataFrame.applymap
      • hipdf.DataFrame.apply_chunks
      • hipdf.DataFrame.groupby
      • hipdf.DataFrame.map
      • hipdf.DataFrame.pipe
      • hipdf.DataFrame.rolling
      • hipdf.DataFrame.abs
      • hipdf.DataFrame.all
      • hipdf.DataFrame.any
      • hipdf.DataFrame.clip
      • hipdf.DataFrame.corr
      • hipdf.DataFrame.count
      • hipdf.DataFrame.cov
      • hipdf.DataFrame.cummax
      • hipdf.DataFrame.cummin
      • hipdf.DataFrame.cumprod
      • hipdf.DataFrame.cumsum
      • hipdf.DataFrame.describe
      • hipdf.DataFrame.diff
      • hipdf.DataFrame.eval
      • hipdf.DataFrame.ewm
      • hipdf.DataFrame.kurt
      • hipdf.DataFrame.kurtosis
      • hipdf.DataFrame.max
      • hipdf.DataFrame.mean
      • hipdf.DataFrame.median
      • hipdf.DataFrame.min
      • hipdf.DataFrame.mode
      • hipdf.DataFrame.pct_change
      • hipdf.DataFrame.prod
      • hipdf.DataFrame.product
      • hipdf.DataFrame.quantile
      • hipdf.DataFrame.rank
      • hipdf.DataFrame.round
      • hipdf.DataFrame.scale
      • hipdf.DataFrame.skew
      • hipdf.DataFrame.sum
      • hipdf.DataFrame.std
      • hipdf.DataFrame.var
      • hipdf.DataFrame.nunique
      • hipdf.DataFrame.value_counts
      • hipdf.DataFrame.add_prefix
      • hipdf.DataFrame.add_suffix
      • hipdf.DataFrame.drop
      • hipdf.DataFrame.drop_duplicates
      • hipdf.DataFrame.duplicated
      • hipdf.DataFrame.equals
      • hipdf.DataFrame.first
      • hipdf.DataFrame.head
      • hipdf.DataFrame.last
      • hipdf.DataFrame.reindex
      • hipdf.DataFrame.rename
      • hipdf.DataFrame.reset_index
      • hipdf.DataFrame.sample
      • hipdf.DataFrame.searchsorted
      • hipdf.DataFrame.set_index
      • hipdf.DataFrame.repeat
      • hipdf.DataFrame.tail
      • hipdf.DataFrame.take
      • hipdf.DataFrame.tile
      • hipdf.DataFrame.truncate
      • hipdf.DataFrame.backfill
      • hipdf.DataFrame.bfill
      • hipdf.DataFrame.dropna
      • hipdf.DataFrame.ffill
      • hipdf.DataFrame.fillna
      • hipdf.DataFrame.interpolate
      • hipdf.DataFrame.isna
      • hipdf.DataFrame.isnull
      • hipdf.DataFrame.nans_to_nulls
      • hipdf.DataFrame.notna
      • hipdf.DataFrame.notnull
      • hipdf.DataFrame.pad
      • hipdf.DataFrame.replace
      • hipdf.DataFrame.argsort
      • hipdf.DataFrame.interleave_columns
      • hipdf.DataFrame.partition_by_hash
      • hipdf.DataFrame.pivot
      • hipdf.DataFrame.pivot_table
      • hipdf.DataFrame.scatter_by_map
      • hipdf.DataFrame.sort_values
      • hipdf.DataFrame.sort_index
      • hipdf.DataFrame.nlargest
      • hipdf.DataFrame.nsmallest
      • hipdf.DataFrame.swaplevel
      • hipdf.DataFrame.stack
      • hipdf.DataFrame.unstack
      • hipdf.DataFrame.melt
      • hipdf.DataFrame.explode
      • hipdf.DataFrame.to_struct
      • hipdf.DataFrame.T
      • hipdf.DataFrame.transpose
      • hipdf.DataFrame.assign
      • hipdf.DataFrame.join
      • hipdf.DataFrame.merge
      • hipdf.DataFrame.update
      • hipdf.DataFrame.shift
      • hipdf.DataFrame.resample
      • hipdf.DataFrame.attrs
      • hipdf.DataFrame.deserialize
      • hipdf.DataFrame.device_deserialize
      • hipdf.DataFrame.device_serialize
      • hipdf.DataFrame.from_arrow
      • hipdf.DataFrame.from_dict
      • hipdf.DataFrame.from_pandas
      • hipdf.DataFrame.from_records
      • hipdf.DataFrame.hash_values
      • hipdf.DataFrame.host_deserialize
      • hipdf.DataFrame.host_serialize
      • hipdf.DataFrame.serialize
      • hipdf.DataFrame.to_arrow
      • hipdf.DataFrame.to_dict
      • hipdf.DataFrame.to_dlpack
      • hipdf.DataFrame.to_parquet
      • hipdf.DataFrame.to_csv
      • hipdf.DataFrame.to_cupy
      • hipdf.DataFrame.to_hdf
      • hipdf.DataFrame.to_json
      • hipdf.DataFrame.to_numpy
      • hipdf.DataFrame.to_pandas
      • hipdf.DataFrame.to_feather
      • hipdf.DataFrame.to_records
      • hipdf.DataFrame.to_string
      • hipdf.DataFrame.to_pylibcudf
      • hipdf.DataFrame.from_pylibcudf
    • Index objects
      • hipdf.Index
      • hipdf.Index.dtype
      • hipdf.Index.duplicated
      • hipdf.Index.empty
      • hipdf.Index.has_duplicates
      • hipdf.Index.hasnans
      • hipdf.Index.is_monotonic_increasing
      • hipdf.Index.is_monotonic_decreasing
      • hipdf.Index.is_unique
      • hipdf.Index.name
      • hipdf.Index.names
      • hipdf.Index.ndim
      • hipdf.Index.nlevels
      • hipdf.Index.shape
      • hipdf.Index.size
      • hipdf.Index.values
      • hipdf.Index.all
      • hipdf.Index.any
      • hipdf.Index.copy
      • hipdf.Index.drop_duplicates
      • hipdf.Index.equals
      • hipdf.Index.factorize
      • hipdf.Index.is_boolean
      • hipdf.Index.is_categorical
      • hipdf.Index.is_floating
      • hipdf.Index.is_integer
      • hipdf.Index.is_interval
      • hipdf.Index.is_numeric
      • hipdf.Index.is_object
      • hipdf.Index.min
      • hipdf.Index.max
      • hipdf.Index.rename
      • hipdf.Index.repeat
      • hipdf.Index.where
      • hipdf.Index.take
      • hipdf.Index.unique
      • hipdf.Index.nunique
      • hipdf.Index.set_names
      • hipdf.Index.fillna
      • hipdf.Index.dropna
      • hipdf.Index.isna
      • hipdf.Index.isnull
      • hipdf.Index.notna
      • hipdf.Index.notnull
      • hipdf.Index.memory_usage
      • hipdf.Index.astype
      • hipdf.Index.deserialize
      • hipdf.Index.device_deserialize
      • hipdf.Index.device_serialize
      • hipdf.Index.host_deserialize
      • hipdf.Index.host_serialize
      • hipdf.Index.serialize
      • hipdf.Index.tolist
      • hipdf.Index.to_arrow
      • hipdf.Index.to_cupy
      • hipdf.Index.to_list
      • hipdf.Index.to_numpy
      • hipdf.Index.to_series
      • hipdf.Index.to_frame
      • hipdf.Index.to_pandas
      • hipdf.Index.to_dlpack
      • hipdf.Index.to_pylibcudf
      • hipdf.Index.from_pylibcudf
      • hipdf.Index.from_pandas
      • hipdf.Index.from_arrow
      • hipdf.Index.argsort
      • hipdf.Index.find_label_range
      • hipdf.Index.searchsorted
      • hipdf.Index.sort_values
      • hipdf.Index.shift
      • hipdf.Index.append
      • hipdf.Index.union
      • hipdf.Index.intersection
      • hipdf.Index.join
      • hipdf.Index.difference
      • hipdf.Index.get_indexer
      • hipdf.Index.get_level_values
      • hipdf.Index.get_loc
      • hipdf.Index.get_slice_bound
      • hipdf.Index.isin
      • hipdf.Index.str
      • hipdf.RangeIndex
      • hipdf.RangeIndex.start
      • hipdf.RangeIndex.stop
      • hipdf.RangeIndex.step
      • hipdf.RangeIndex.to_numpy
      • hipdf.RangeIndex.to_arrow
      • hipdf.CategoricalIndex
      • hipdf.CategoricalIndex.codes
      • hipdf.CategoricalIndex.categories
      • hipdf.CategoricalIndex.equals
      • hipdf.IntervalIndex
      • hipdf.IntervalIndex.from_breaks
      • hipdf.IntervalIndex.values
      • hipdf.IntervalIndex.get_indexer
      • hipdf.IntervalIndex.get_loc
      • hipdf.MultiIndex
      • hipdf.MultiIndex.from_arrays
      • hipdf.MultiIndex.from_tuples
      • hipdf.MultiIndex.from_product
      • hipdf.MultiIndex.from_frame
      • hipdf.MultiIndex.from_arrow
      • hipdf.MultiIndex.names
      • hipdf.MultiIndex.levels
      • hipdf.MultiIndex.codes
      • hipdf.MultiIndex.nlevels
      • hipdf.MultiIndex.to_frame
      • hipdf.MultiIndex.droplevel
      • hipdf.MultiIndex.swaplevel
      • hipdf.MultiIndex.get_indexer
      • hipdf.MultiIndex.get_loc
      • hipdf.MultiIndex.get_level_values
      • hipdf.DatetimeIndex
      • hipdf.DatetimeIndex.year
      • hipdf.DatetimeIndex.month
      • hipdf.DatetimeIndex.day
      • hipdf.DatetimeIndex.hour
      • hipdf.DatetimeIndex.minute
      • hipdf.DatetimeIndex.second
      • hipdf.DatetimeIndex.microsecond
      • hipdf.DatetimeIndex.nanosecond
      • hipdf.DatetimeIndex.day_of_year
      • hipdf.DatetimeIndex.dayofyear
      • hipdf.DatetimeIndex.dayofweek
      • hipdf.DatetimeIndex.weekday
      • hipdf.DatetimeIndex.quarter
      • hipdf.DatetimeIndex.is_leap_year
      • hipdf.DatetimeIndex.isocalendar
      • hipdf.DatetimeIndex.round
      • hipdf.DatetimeIndex.ceil
      • hipdf.DatetimeIndex.floor
      • hipdf.DatetimeIndex.tz_convert
      • hipdf.DatetimeIndex.tz_localize
      • hipdf.DatetimeIndex.to_series
      • hipdf.DatetimeIndex.to_frame
      • hipdf.TimedeltaIndex
      • hipdf.TimedeltaIndex.days
      • hipdf.TimedeltaIndex.seconds
      • hipdf.TimedeltaIndex.microseconds
      • hipdf.TimedeltaIndex.nanoseconds
      • hipdf.TimedeltaIndex.components
      • hipdf.TimedeltaIndex.inferred_freq
      • hipdf.TimedeltaIndex.to_series
      • hipdf.TimedeltaIndex.to_frame
    • GroupBy
      • hipdf.core.groupby.DataFrameGroupBy.__iter__
      • hipdf.core.groupby.SeriesGroupBy.__iter__
      • hipdf.core.groupby.DataFrameGroupBy.groups
      • hipdf.core.groupby.SeriesGroupBy.groups
      • hipdf.core.groupby.DataFrameGroupBy.indices
      • hipdf.core.groupby.SeriesGroupBy.indices
      • hipdf.core.groupby.DataFrameGroupBy.get_group
      • hipdf.core.groupby.SeriesGroupBy.get_group
      • hipdf.core.groupby.SeriesGroupBy.apply
      • hipdf.core.groupby.DataFrameGroupBy.apply
      • hipdf.core.groupby.SeriesGroupBy.agg
      • hipdf.core.groupby.DataFrameGroupBy.agg
      • hipdf.core.groupby.SeriesGroupBy.aggregate
      • hipdf.core.groupby.DataFrameGroupBy.aggregate
      • hipdf.core.groupby.SeriesGroupBy.transform
      • hipdf.core.groupby.DataFrameGroupBy.transform
      • hipdf.core.groupby.SeriesGroupBy.pipe
      • hipdf.core.groupby.DataFrameGroupBy.pipe
      • hipdf.core.groupby.DataFrameGroupBy.filter
      • hipdf.core.groupby.SeriesGroupBy.filter
      • hipdf.core.groupby.DataFrameGroupBy.all
      • hipdf.core.groupby.DataFrameGroupBy.any
      • hipdf.core.groupby.DataFrameGroupBy.bfill
      • hipdf.core.groupby.DataFrameGroupBy.corr
      • hipdf.core.groupby.DataFrameGroupBy.count
      • hipdf.core.groupby.DataFrameGroupBy.cov
      • hipdf.core.groupby.DataFrameGroupBy.cumcount
      • hipdf.core.groupby.DataFrameGroupBy.cummax
      • hipdf.core.groupby.DataFrameGroupBy.cummin
      • hipdf.core.groupby.DataFrameGroupBy.cumprod
      • hipdf.core.groupby.DataFrameGroupBy.cumsum
      • hipdf.core.groupby.DataFrameGroupBy.describe
      • hipdf.core.groupby.DataFrameGroupBy.diff
      • hipdf.core.groupby.DataFrameGroupBy.ewm
      • hipdf.core.groupby.DataFrameGroupBy.expanding
      • hipdf.core.groupby.DataFrameGroupBy.ffill
      • hipdf.core.groupby.DataFrameGroupBy.first
      • hipdf.core.groupby.DataFrameGroupBy.head
      • hipdf.core.groupby.DataFrameGroupBy.idxmax
      • hipdf.core.groupby.DataFrameGroupBy.idxmin
      • hipdf.core.groupby.DataFrameGroupBy.last
      • hipdf.core.groupby.DataFrameGroupBy.max
      • hipdf.core.groupby.DataFrameGroupBy.mean
      • hipdf.core.groupby.DataFrameGroupBy.median
      • hipdf.core.groupby.DataFrameGroupBy.min
      • hipdf.core.groupby.DataFrameGroupBy.ngroup
      • hipdf.core.groupby.DataFrameGroupBy.nth
      • hipdf.core.groupby.DataFrameGroupBy.nunique
      • hipdf.core.groupby.DataFrameGroupBy.ohlc
      • hipdf.core.groupby.DataFrameGroupBy.pct_change
      • hipdf.core.groupby.DataFrameGroupBy.prod
      • hipdf.core.groupby.DataFrameGroupBy.quantile
      • hipdf.core.groupby.DataFrameGroupBy.rank
      • hipdf.core.groupby.DataFrameGroupBy.resample
      • hipdf.core.groupby.DataFrameGroupBy.rolling
      • hipdf.core.groupby.DataFrameGroupBy.sample
      • hipdf.core.groupby.DataFrameGroupBy.shift
      • hipdf.core.groupby.DataFrameGroupBy.size
      • hipdf.core.groupby.DataFrameGroupBy.std
      • hipdf.core.groupby.DataFrameGroupBy.sum
      • hipdf.core.groupby.DataFrameGroupBy.var
      • hipdf.core.groupby.DataFrameGroupBy.tail
      • hipdf.core.groupby.DataFrameGroupBy.take
      • hipdf.core.groupby.DataFrameGroupBy.value_counts
      • hipdf.core.groupby.SeriesGroupBy.all
      • hipdf.core.groupby.SeriesGroupBy.any
      • hipdf.core.groupby.SeriesGroupBy.bfill
      • hipdf.core.groupby.SeriesGroupBy.corr
      • hipdf.core.groupby.SeriesGroupBy.count
      • hipdf.core.groupby.SeriesGroupBy.cov
      • hipdf.core.groupby.SeriesGroupBy.cumcount
      • hipdf.core.groupby.SeriesGroupBy.cummax
      • hipdf.core.groupby.SeriesGroupBy.cummin
      • hipdf.core.groupby.SeriesGroupBy.cumprod
      • hipdf.core.groupby.SeriesGroupBy.cumsum
      • hipdf.core.groupby.SeriesGroupBy.describe
      • hipdf.core.groupby.SeriesGroupBy.diff
      • hipdf.core.groupby.SeriesGroupBy.ewm
      • hipdf.core.groupby.SeriesGroupBy.expanding
      • hipdf.core.groupby.SeriesGroupBy.ffill
      • hipdf.core.groupby.SeriesGroupBy.first
      • hipdf.core.groupby.SeriesGroupBy.head
      • hipdf.core.groupby.SeriesGroupBy.last
      • hipdf.core.groupby.SeriesGroupBy.idxmax
      • hipdf.core.groupby.SeriesGroupBy.idxmin
      • hipdf.core.groupby.SeriesGroupBy.is_monotonic_increasing
      • hipdf.core.groupby.SeriesGroupBy.is_monotonic_decreasing
      • hipdf.core.groupby.SeriesGroupBy.max
      • hipdf.core.groupby.SeriesGroupBy.mean
      • hipdf.core.groupby.SeriesGroupBy.median
      • hipdf.core.groupby.SeriesGroupBy.min
      • hipdf.core.groupby.SeriesGroupBy.ngroup
      • hipdf.core.groupby.SeriesGroupBy.nlargest
      • hipdf.core.groupby.SeriesGroupBy.nsmallest
      • hipdf.core.groupby.SeriesGroupBy.nth
      • hipdf.core.groupby.SeriesGroupBy.nunique
      • hipdf.core.groupby.SeriesGroupBy.unique
      • hipdf.core.groupby.SeriesGroupBy.ohlc
      • hipdf.core.groupby.SeriesGroupBy.pct_change
      • hipdf.core.groupby.SeriesGroupBy.prod
      • hipdf.core.groupby.SeriesGroupBy.quantile
      • hipdf.core.groupby.SeriesGroupBy.rank
      • hipdf.core.groupby.SeriesGroupBy.resample
      • hipdf.core.groupby.SeriesGroupBy.rolling
      • hipdf.core.groupby.SeriesGroupBy.sample
      • hipdf.core.groupby.SeriesGroupBy.shift
      • hipdf.core.groupby.SeriesGroupBy.size
      • hipdf.core.groupby.SeriesGroupBy.std
      • hipdf.core.groupby.SeriesGroupBy.sum
      • hipdf.core.groupby.SeriesGroupBy.var
      • hipdf.core.groupby.SeriesGroupBy.tail
      • hipdf.core.groupby.SeriesGroupBy.take
      • hipdf.core.groupby.SeriesGroupBy.value_counts
      • hipdf.core.groupby.DataFrameGroupBy.boxplot
      • hipdf.core.groupby.DataFrameGroupBy.hist
      • hipdf.core.groupby.SeriesGroupBy.hist
      • hipdf.core.groupby.DataFrameGroupBy.plot
      • hipdf.core.groupby.SeriesGroupBy.plot
    • General Functions
      • hipdf.concat
      • hipdf.crosstab
      • hipdf.cut
      • hipdf.factorize
      • hipdf.get_dummies
      • hipdf.melt
      • hipdf.merge
      • hipdf.pivot
      • hipdf.pivot_table
      • hipdf.unstack
      • hipdf.to_numeric
      • hipdf.from_dlpack
      • hipdf.from_pandas
      • hipdf.to_datetime
      • hipdf.date_range
      • hipdf.DateOffset
      • hipdf.interval_range
    • General Utilities
      • hipdf.testing.testing.assert_column_equal
      • hipdf.testing.testing.assert_eq
      • hipdf.testing.testing.assert_frame_equal
      • hipdf.testing.testing.assert_index_equal
      • hipdf.testing.testing.assert_neq
      • hipdf.testing.testing.assert_series_equal
    • Window
      • hipdf.core.window.rolling.Rolling.count
      • hipdf.core.window.rolling.Rolling.sum
      • hipdf.core.window.rolling.Rolling.mean
      • hipdf.core.window.rolling.Rolling.var
      • hipdf.core.window.rolling.Rolling.std
      • hipdf.core.window.rolling.Rolling.min
      • hipdf.core.window.rolling.Rolling.max
      • hipdf.core.window.rolling.Rolling.apply
    • Input/output
      • hipdf.read_csv
      • hipdf.DataFrame.to_csv
      • hipdf.read_text
      • hipdf.read_json
      • hipdf.DataFrame.to_json
      • hipdf.read_parquet
      • hipdf.DataFrame.to_parquet
      • hipdf.io.parquet.read_parquet_metadata
      • hipdf.io.parquet.ParquetDatasetWriter
      • hipdf.io.parquet.ParquetDatasetWriter.close
      • hipdf.io.parquet.ParquetDatasetWriter.write_table
      • hipdf.read_orc
      • hipdf.DataFrame.to_orc
      • hipdf.read_hdf
      • hipdf.DataFrame.to_hdf
      • hipdf.read_feather
      • hipdf.DataFrame.to_feather
      • hipdf.read_avro
    • CharacterNormalizer
      • hipdf.core.character_normalizer.CharacterNormalizer
      • hipdf.core.character_normalizer.CharacterNormalizer.normalize
    • WordPieceTokenizer
      • hipdf.core.wordpiece_tokenize.WordPieceVocabulary
      • hipdf.core.wordpiece_tokenize.WordPieceVocabulary.tokenize
    • TokenizeVocabulary
      • hipdf.core.tokenize_vocabulary.TokenizeVocabulary
      • hipdf.core.tokenize_vocabulary.TokenizeVocabulary.tokenize
    • Options and settings
      • hipdf.get_option
      • hipdf.set_option
      • hipdf.describe_option
      • hipdf.option_context
    • Extension Dtypes
      • hipdf.core.dtypes.CategoricalDtype
      • hipdf.core.dtypes.CategoricalDtype.categories
      • hipdf.core.dtypes.CategoricalDtype.construct_from_string
      • hipdf.core.dtypes.CategoricalDtype.deserialize
      • hipdf.core.dtypes.CategoricalDtype.device_deserialize
      • hipdf.core.dtypes.CategoricalDtype.device_serialize
      • hipdf.core.dtypes.CategoricalDtype.from_pandas
      • hipdf.core.dtypes.CategoricalDtype.host_deserialize
      • hipdf.core.dtypes.CategoricalDtype.host_serialize
      • hipdf.core.dtypes.CategoricalDtype.is_dtype
      • hipdf.core.dtypes.CategoricalDtype.name
      • hipdf.core.dtypes.CategoricalDtype.ordered
      • hipdf.core.dtypes.CategoricalDtype.serialize
      • hipdf.core.dtypes.CategoricalDtype.str
      • hipdf.core.dtypes.CategoricalDtype.to_pandas
      • hipdf.core.dtypes.CategoricalDtype.type
      • hipdf.core.dtypes.Decimal32Dtype
      • hipdf.core.dtypes.Decimal32Dtype.ITEMSIZE
      • hipdf.core.dtypes.Decimal32Dtype.MAX_PRECISION
      • hipdf.core.dtypes.Decimal32Dtype.deserialize
      • hipdf.core.dtypes.Decimal32Dtype.device_deserialize
      • hipdf.core.dtypes.Decimal32Dtype.device_serialize
      • hipdf.core.dtypes.Decimal32Dtype.from_arrow
      • hipdf.core.dtypes.Decimal32Dtype.host_deserialize
      • hipdf.core.dtypes.Decimal32Dtype.host_serialize
      • hipdf.core.dtypes.Decimal32Dtype.is_dtype
      • hipdf.core.dtypes.Decimal32Dtype.itemsize
      • hipdf.core.dtypes.Decimal32Dtype.precision
      • hipdf.core.dtypes.Decimal32Dtype.scale
      • hipdf.core.dtypes.Decimal32Dtype.serialize
      • hipdf.core.dtypes.Decimal32Dtype.str
      • hipdf.core.dtypes.Decimal32Dtype.to_arrow
      • hipdf.core.dtypes.Decimal64Dtype
      • hipdf.core.dtypes.Decimal64Dtype.ITEMSIZE
      • hipdf.core.dtypes.Decimal64Dtype.MAX_PRECISION
      • hipdf.core.dtypes.Decimal64Dtype.deserialize
      • hipdf.core.dtypes.Decimal64Dtype.device_deserialize
      • hipdf.core.dtypes.Decimal64Dtype.device_serialize
      • hipdf.core.dtypes.Decimal64Dtype.from_arrow
      • hipdf.core.dtypes.Decimal64Dtype.host_deserialize
      • hipdf.core.dtypes.Decimal64Dtype.host_serialize
      • hipdf.core.dtypes.Decimal64Dtype.is_dtype
      • hipdf.core.dtypes.Decimal64Dtype.itemsize
      • hipdf.core.dtypes.Decimal64Dtype.precision
      • hipdf.core.dtypes.Decimal64Dtype.scale
      • hipdf.core.dtypes.Decimal64Dtype.serialize
      • hipdf.core.dtypes.Decimal64Dtype.str
      • hipdf.core.dtypes.Decimal64Dtype.to_arrow
      • hipdf.core.dtypes.Decimal128Dtype
      • hipdf.core.dtypes.Decimal128Dtype.ITEMSIZE
      • hipdf.core.dtypes.Decimal128Dtype.MAX_PRECISION
      • hipdf.core.dtypes.Decimal128Dtype.deserialize
      • hipdf.core.dtypes.Decimal128Dtype.device_deserialize
      • hipdf.core.dtypes.Decimal128Dtype.device_serialize
      • hipdf.core.dtypes.Decimal128Dtype.from_arrow
      • hipdf.core.dtypes.Decimal128Dtype.host_deserialize
      • hipdf.core.dtypes.Decimal128Dtype.host_serialize
      • hipdf.core.dtypes.Decimal128Dtype.is_dtype
      • hipdf.core.dtypes.Decimal128Dtype.itemsize
      • hipdf.core.dtypes.Decimal128Dtype.precision
      • hipdf.core.dtypes.Decimal128Dtype.scale
      • hipdf.core.dtypes.Decimal128Dtype.serialize
      • hipdf.core.dtypes.Decimal128Dtype.str
      • hipdf.core.dtypes.Decimal128Dtype.to_arrow
      • hipdf.core.dtypes.ListDtype
      • hipdf.core.dtypes.ListDtype.deserialize
      • hipdf.core.dtypes.ListDtype.device_deserialize
      • hipdf.core.dtypes.ListDtype.device_serialize
      • hipdf.core.dtypes.ListDtype.element_type
      • hipdf.core.dtypes.ListDtype.from_arrow
      • hipdf.core.dtypes.ListDtype.host_deserialize
      • hipdf.core.dtypes.ListDtype.host_serialize
      • hipdf.core.dtypes.ListDtype.is_dtype
      • hipdf.core.dtypes.ListDtype.leaf_type
      • hipdf.core.dtypes.ListDtype.serialize
      • hipdf.core.dtypes.ListDtype.to_arrow
      • hipdf.core.dtypes.ListDtype.type
      • hipdf.core.dtypes.StructDtype
      • hipdf.core.dtypes.StructDtype.deserialize
      • hipdf.core.dtypes.StructDtype.device_deserialize
      • hipdf.core.dtypes.StructDtype.device_serialize
      • hipdf.core.dtypes.StructDtype.fields
      • hipdf.core.dtypes.StructDtype.from_arrow
      • hipdf.core.dtypes.StructDtype.host_deserialize
      • hipdf.core.dtypes.StructDtype.host_serialize
      • hipdf.core.dtypes.StructDtype.is_dtype
      • hipdf.core.dtypes.StructDtype.serialize
      • hipdf.core.dtypes.StructDtype.to_arrow
      • hipdf.core.dtypes.StructDtype.type
    • Performance Tracking
      • hipdf.utils.performance_tracking.get_memory_records
      • hipdf.utils.performance_tracking.print_memory_report

About

  • License
  • pylibhipdf API Reference

pylibhipdf API Reference

pylibhipdf API Reference#

2026-03-11

19 min read time

Applies to Linux

This page provides API documentation for pylibhipdf.

Top-level modules

  • aggregation
  • binaryop
  • Column
  • column_factories
  • concatenate
  • contiguous_split
  • copying
  • datetime
  • expressions
  • filling
  • gpumemoryview
  • groupby
  • hashing
  • interop
  • join
  • json
  • labeling
  • lists
  • merge
  • null_mask
  • partitioning
  • quantiles
  • reduce
  • replace
  • reshape
  • rolling
  • round
  • Scalar
  • search
  • sorting
  • stream_compaction
  • table
  • traits
  • transform
  • transpose
  • types
  • unary
  • utilities

Subpackages

  • I/O
    • I/O Utility Classes
    • I/O Functions
  • strings
    • attributes
    • capitalize
    • case
    • char_types
    • combine
    • contains
    • extract
    • find
    • find_multiple
    • findall
    • padding
    • regex_flags
    • regex_program
    • repeat
    • replace_re
    • replace
    • side_type
    • slice
    • split
    • strip
    • wrap
    • convert
  • nvtext
    • edit_distance
    • generate_ngrams
    • jaccard
    • minhash
    • byte_pair_encode
    • ngrams_tokenize
    • normalize
    • replace
    • stemmer
    • tokenize

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