Batch

Detail: Batch

Batch: Constructor

Detail: Batch: Constructor

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Batch.__init__(items, *, name, config, max_workers, chunksize, use_threads)

Default constructor of a Batch. Args: name: A hashable object to label the conta…

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Batch.from_frames(frames, *, name, config, max_workers, chunksize, use_threads)

Return a Batch from an iterable of Frame; labels will be drawn from Frame.name.

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Batch.from_hdf5(fp, *, config, max_workers, chunksize, use_threads)

Given a file path to a HDF5 Batch store, return a Batch instance. Args: fp: A st…

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Batch.from_sqlite(fp, *, config, max_workers, chunksize, use_threads)

Given a file path to an SQLite Batch store, return a Batch instance. Args: fp: A…

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Batch.from_xlsx(fp, *, config, max_workers, chunksize, use_threads)

Given a file path to an XLSX Batch store, return a Batch instance. Args: fp: A s…

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Batch.from_zip_csv(fp, *, config, max_workers, chunksize, use_threads)

Given a file path to zipped CSV Batch store, return a Batch instance. Args: fp:…

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Batch.from_zip_npz(fp, *, config, max_workers, chunksize, use_threads)

Given a file path to zipped NPZ Batch store, return a Batch instance. Args: fp:…

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Batch.from_zip_parquet(fp, *, config, max_workers, chunksize, use_threads)

Given a file path to zipped parquet Batch store, return a Batch instance. Args:…

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Batch.from_zip_pickle(fp, *, config, max_workers, chunksize, use_threads)

Given a file path to zipped pickle Batch store, return a Batch instance. Args: f…

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Batch.from_zip_tsv(fp, *, config, max_workers, chunksize, use_threads)

Given a file path to zipped TSV Batch store, return a Batch instance. Args: fp:…

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Exporter

Detail: Batch: Exporter

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Batch.to_bus(*, index_constructor)

Realize the Batch as an Bus. Note that, as a Bus must have all labels (even if F…

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Batch.to_frame(*, axis, union, index, columns, name, fill_value, consolidate_blocks)

Consolidate stored Frame into a new Frame using the stored labels as the index o…

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Batch.to_hdf5(fp, *, config)

Write the complete Bus as an HDF5 table. Args: fp: A string file path or Path in…

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Batch.to_series(*, dtype, name, index_constructor)

Consolidate stored values into a new Series using the stored labels as the index…

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Batch.to_sqlite(fp, *, config)

Write the complete Bus as an SQLite database file. Args: fp: A string file path…

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Batch.to_visidata()

Open an interactive VisiData session.

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Batch.to_xlsx(fp, *, config)

Write the complete Bus as a XLSX workbook. Args: fp: A string file path or Path…

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Batch.to_zip_csv(fp, *, config)

Write the complete Bus as a zipped archive of CSV files. Args: fp: A string file…

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Batch.to_zip_npz(fp, *, config)

Write the complete Bus as a zipped archive of NPZ files. Args: fp: A string file…

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Batch.to_zip_parquet(fp, *, config)

Write the complete Bus as a zipped archive of parquet files. Args: fp: A string…

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Batch.to_zip_pickle(fp, *, config)

Write the complete Bus as a zipped archive of pickles. Args: fp: A string file p…

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Batch.to_zip_tsv(fp, *, config)

Write the complete Bus as a zipped archive of TSV files. Args: fp: A string file…

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Attribute

Detail: Batch: Attribute

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Batch.STATIC

bool(x) -> bool Returns True when the argument x is true, False otherwise. The b…

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Batch.T

Transpose. Return a Frame with index as columns and vice versa.

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Batch.name

A hashable label attached to this container. Returns: Hashable

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Batch.shapes

A Series describing the shape of each iterated Frame. Returns: tp.Tuple[int]

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Batch.

Return an iterator of values (Frame or Series) stored in this Batch.

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Batch.via_container

Return a new Batch with all values wrapped in either a Frame or Series.

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Method

Detail: Batch: Method

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Batch.__array__(dtype)

Support the __array__ interface, returning a 1D array of values.

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Batch.__array_ufunc__(ufunc, method, *args, **kwargs)

Support for NumPy elements or arrays on the left hand of binary operators.

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Batch.__bool__()

Raises ValueError to prohibit ambiguous use of truethy evaluation.

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Batch.__round__(decimals)

Return a Batch with contained Frame rounded to the given decimals. Negative deci…

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Batch.all(axis, skipna, out)

Logical and over values along the specified axis. Args: axis: Axis, defaulting t…

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Batch.any(axis, skipna, out)

Logical or over values along the specified axis. Args: axis: Axis, defaulting to…

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Batch.apply(func)

Apply a function to each Frame contained in this Frame, where a function is give…

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Batch.apply_except(func, exception)

Apply a function to each Frame contained in this Frame, where a function is give…

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Batch.apply_items(func)

Apply a function to each Frame contained in this Frame, where a function is give…

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Batch.apply_items_except(func, exception)

Apply a function to each Frame contained in this Frame, where a function is give…

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Batch.clip(*, lower, upper, axis)

Apply a clip operation to this Batch. Note that clip operations can be applied t…

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Batch.count(*, skipna, axis)

Apply count on contained Frames.

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Batch.cov(*, axis, ddof)

Compute a covariance matrix. Args: axis: if 0, each row represents a variable, w…

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Batch.cumprod(axis, skipna)

Return the cumulative product over the specified axis. Args: axis: Axis, default…

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Batch.cumsum(axis, skipna)

Return the cumulative sum over the specified axis. Args: axis: Axis, defaulting…

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Batch.drop_duplicated(*, axis, exclude_first, exclude_last)

Return a Batch with contained Frame with duplicated rows (axis 0) or columns (ax…

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Batch.dropfalsy(axis, condition)

Return a Batch with contained Frame after removing rows (axis 0) or columns (axi…

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Batch.dropna(axis, condition)

Return a Batch with contained Frame after removing rows (axis 0) or columns (axi…

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Batch.duplicated(*, axis, exclude_first, exclude_last)

Return an axis-sized Boolean Series that shows True for all rows (axis 0) or col…

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Batch.equals(other, *, compare_name, compare_dtype, compare_class, skipna)

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Batch.fillfalsy(value)

Return a new Batch with contained Frame after filling falsy values with the prov…

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Batch.fillfalsy_backward(limit, *, axis)

Return a new Batch with contained Frame after filling backward falsy values with…

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Batch.fillfalsy_forward(limit, axis)

Return a new Batch with contained Frame after filling forward falsy values with…

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Batch.fillfalsy_leading(value, *, axis)

Return a new Batch with contained Frame after filling leading (and only leading)…

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Batch.fillfalsy_trailing(value, *, axis)

Return a new Batch with contained Frame after filling trailing (and only trailin…

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Batch.fillna(value)

Return a new Batch with contained Frame after filling null (NaN or None) with th…

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Batch.fillna_backward(limit, *, axis)

Return a new Batch with contained Frame after filling backward null (NaN or None…

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Batch.fillna_forward(limit, *, axis)

Return a new Batch with contained Frame after filling forward null (NaN or None)…

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Batch.fillna_leading(value, *, axis)

Return a new Batch with contained Frame after filling leading (and only leading)…

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Batch.fillna_trailing(value, *, axis)

Return a new Batch with contained Frame after filling trailing (and only trailin…

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Batch.head(count)

Return a Batch consisting only of the top elements as specified by count. Args:…

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Batch.iloc_max(*, skipna, axis)

Return the integer indices corresponding to the maximum values found. Args: skip…

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Batch.iloc_min(*, skipna, axis)

Return the integer indices corresponding to the minimum values found. Args: skip…

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Batch.isfalsy()

Return a Batch with contained, same-indexed Frame indicating True which values a…

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Batch.isin(other)

Return a new Batch with contained Frame as a same-sized Boolean Frame that shows…

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Batch.isna()

Return a Batch with contained, same-indexed Frame indicating True which values a…

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Batch.loc_max(*, skipna, axis)

Return the labels corresponding to the maximum values found. Args: skipna: if Tr…

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Batch.loc_min(*, skipna, axis)

Return the labels corresponding to the minimum value found. Args: skipna: if Tru…

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Batch.max(axis, skipna)

Return the maximum along the specified axis. Args: axis: Axis, defaulting to axi…

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Batch.mean(axis, skipna, out)

Return the mean along the specified axis. Args: axis: Axis, defaulting to axis 0…

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Batch.median(axis, skipna, out)

Return the median along the specified axis. Args: axis: Axis, defaulting to axis…

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Batch.min(axis, skipna, out)

Return the minimum along the specified axis. Args: axis: Axis, defaulting to axi…

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Batch.notfalsy()

Return a Batch with contained, same-indexed Frame indicating True which values a…

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Batch.notna()

Return a Batch with contained, same-indexed Frame indicating True which values a…

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Batch.prod(axis, skipna, out)

Return the product along the specified axis. Args: axis: Axis, defaulting to axi…

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Batch.rank_dense(*, axis, skipna, ascending, start, fill_value)

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Batch.rank_max(*, axis, skipna, ascending, start, fill_value)

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Batch.rank_mean(*, axis, skipna, ascending, start, fill_value)

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Batch.rank_min(*, axis, skipna, ascending, start, fill_value)

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Batch.rank_ordinal(*, axis, skipna, ascending, start, fill_value)

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Batch.reindex(index, columns, *, fill_value, own_index, own_columns, check_equals)

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Batch.relabel(index, columns, *, index_constructor, columns_constructor)

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Batch.relabel_flat(index, columns)

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Batch.relabel_level_add(index, columns, *, index_constructor, columns_constructor)

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Batch.relabel_level_drop(index, columns)

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Batch.relabel_shift_in(key, *, axis)

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Batch.rename(name)

Return a new Batch with an updated name attribute.

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Batch.roll(index, columns, include_index, include_columns)

Roll columns and/or rows by positive or negative integer counts, where columns a…

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Batch.sample(index, columns, *, seed)

Apply sample on contained Frames. Args: Number of labels to select from the inde…

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Batch.shift(index, columns, fill_value)

Shift columns and/or rows by positive or negative integer counts, where columns…

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Batch.sort_columns(*, ascending, kind)

Return a new Batch with contained Frame ordered by the sorted columns.

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Batch.sort_index(*, ascending, kind)

Return a new Batch with contained :obj;Frame ordered by the sorted index.

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Batch.sort_values(label, *, ascending, axis, kind)

Return a new Batch with contained Frame ordered by the sorted values, where valu…

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Batch.std(axis, skipna, ddof, out)

Return the standard deviaton along the specified axis. Args: axis: Axis, default…

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Batch.sum(axis, skipna, out)

Sum values along the specified axis. Args: axis: Axis, defaulting to axis 0. ski…

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Batch.tail(count)

Return a Batch consisting only of the bottom elements as specified by count. Arg…

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Batch.transpose()

Transpose. Return a Frame with index as columns and vice versa.

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Batch.unique(*, axis)

Return a NumPy array of unqiue values. If the axis argument is provied, uniquene…

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Batch.unset_index(*, names, consolidate_blocks, columns_constructors)

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Batch.var(axis, skipna, ddof, out)

Return the variance along the specified axis. Args: axis: Axis, defaulting to ax…

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Dictionary-Like

Detail: Batch: Dictionary-Like

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Batch.__iter__()

Iterator of Frame labels, same as Batch.keys.

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Batch.items()

Iterator of labels, Frame.

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Batch.keys()

Iterator of Frame labels.

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Display

Detail: Batch: Display

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Batch.interface

A Frame documenting the interface of this class.

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Batch.__repr__()

Provide a display of the Batch that does not exhaust the generator.

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Batch.__str__()

Return str(self).

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Batch.display(config, *, style_config)

Provide a Series-style display of the Batch. Note that if the held iterator is a…

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Batch.display_tall(config)

Maximize vertical presentation. Return a Display, capable of providing a string…

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Batch.display_wide(config)

Maximize horizontal presentation. Return a Display, capable of providing a strin…

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Selector

Detail: Batch: Selector

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Batch.bloc[key]

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Batch.drop[key]

Label-based selection.

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Batch.drop.iloc[key]

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Batch.drop.loc[key]

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Batch[key]

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Batch.iloc[key]

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Batch.loc[key]

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Operator Binary

Detail: Batch: Operator Binary

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Batch.__add__(other)

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Batch.__and__(other)

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Batch.__eq__(other)

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Batch.__floordiv__(other)

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Batch.__ge__(other)

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Batch.__gt__(other)

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Batch.__le__(other)

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Batch.__lt__(other)

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Batch.__matmul__(other)

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Batch.__mod__(other)

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Batch.__mul__(other)

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Batch.__ne__(other)

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Batch.__or__(other)

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Batch.__pow__(other)

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Batch.__radd__(other)

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Batch.__rfloordiv__(other)

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Batch.__rmatmul__(other)

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Batch.__rmul__(other)

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Batch.__rshift__(other)

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Batch.__rsub__(other)

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Batch.__rtruediv__(other)

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Batch.__sub__(other)

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Batch.__truediv__(other)

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Batch.__xor__(other)

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Accessor Datetime

Detail: Batch: Accessor Datetime

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Batch.via_dt.year

Return the year of each element.

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Batch.via_dt.month

Return the month of each element, between 1 and 12 inclusive.

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Batch.via_dt.day

Return the day of each element, between 1 and the number of days in the given mo…

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Batch.via_dt.hour

Return the hour of each element, between 0 and 24.

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Batch.via_dt.minute

Return the minute of each element, between 0 and 60.

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Batch.via_dt.second

Return the second of each element, between 0 and 60.

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Batch.via_dt.weekday()

Return the day of the week as an integer, where Monday is 0 and Sunday is 6.

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Batch.via_dt.quarter()

Return the quarter of the year as an integer, where January through March is qua…

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Batch.via_dt.is_month_end()

Return Boolean indicators if the day is the month end.

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Batch.via_dt.is_month_start()

Return Boolean indicators if the day is the month start.

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Batch.via_dt.is_year_end()

Return Boolean indicators if the day is the year end.

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Batch.via_dt.is_year_start()

Return Boolean indicators if the day is the year start.

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Batch.via_dt.is_quarter_end()

Return Boolean indicators if the day is the quarter end.

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Batch.via_dt.is_quarter_start()

Return Boolean indicators if the day is the quarter start.

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Batch.via_dt.timetuple()

Return a time.struct_time such as returned by time.localtime().

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Batch.via_dt.isoformat(sep, timespec)

Return a string representing the date in ISO 8601 format, YYYY-MM-DD.

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Batch.via_dt.fromisoformat()

Return a datetime.date object from an ISO 8601 format.

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Batch.via_dt.strftime(format)

Return a string representing the date, controlled by an explicit format string.

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Batch.via_dt.strptime(format)

Return a Python datetime object from parsing a string defined with format.

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Batch.via_dt.strpdate(format)

Return a Python date object from parsing a string defined with format.

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Accessor String

Detail: Batch: Accessor String

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Batch.via_str.__getitem__(key)

Return a container with the provided selection or slice of each element.

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Batch.via_str.capitalize()

Return a container with only the first character of each element capitalized.

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Batch.via_str.center(width, fillchar)

Return a container with its elements centered in a string of length width.

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Batch.via_str.count(sub, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

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Batch.via_str.decode(encoding, errors)

Apply str.decode() to each element. Elements must be bytes.

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Batch.via_str.encode(encoding, errors)

Apply str.encode() to each element. Elements must be strings.

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Batch.via_str.endswith(suffix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

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Batch.via_str.find(sub, start, end)

For each element, return the lowest index in the string where substring sub is f…

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Batch.via_str.index(sub, start, end)

Like find, but raises ValueError when the substring is not found.

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Batch.via_str.isalnum()

Returns true for each element if all characters in the string are alphanumeric a…

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Batch.via_str.isalpha()

Returns true for each element if all characters in the string are alphabetic and…

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Batch.via_str.isdecimal()

For each element, return True if there are only decimal characters in the elemen…

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Batch.via_str.isdigit()

Returns true for each element if all characters in the string are digits and the…

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Batch.via_str.islower()

Returns true for each element if all cased characters in the string are lowercas…

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Batch.via_str.isnumeric()

For each element in self, return True if there are only numeric characters in th…

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Batch.via_str.isspace()

Returns true for each element if there are only whitespace characters in the str…

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Batch.via_str.istitle()

Returns true for each element if the element is a titlecased string and there is…

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Batch.via_str.isupper()

Returns true for each element if all cased characters in the string are uppercas…

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Batch.via_str.ljust(width, fillchar)

Return a container with its elements ljusted in a string of length width.

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Batch.via_str.len()

Return the length of the string.

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Batch.via_str.lower()

Return an array with the elements of self converted to lowercase.

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Batch.via_str.lstrip(chars)

For each element, return a copy with the leading characters removed.

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Batch.via_str.partition(sep)

Partition each element around sep.

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Batch.via_str.replace(old, new, count)

Return a container with its elements replaced in a string of length width.

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Batch.via_str.rfind(sub, start, end)

For each element, return the highest index in the string where substring sub is…

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Batch.via_str.rindex(sub, start, end)

Like rfind, but raises ValueError when the substring sub is not found.

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Batch.via_str.rjust(width, fillchar)

Return a container with its elements rjusted in a string of length width.

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Batch.via_str.rpartition(sep)

Partition (split) each element around the right-most separator.

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Batch.via_str.rsplit(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

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Batch.via_str.rstrip(chars)

For each element, return a copy with the trailing characters removed.

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Batch.via_str.split(sep, maxsplit)

For each element, return a tuple of the words in the string, using sep as the de…

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Batch.via_str.startswith(prefix, start, end)

Returns a container with the number of non-overlapping occurrences of substring…

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Batch.via_str.strip(chars)

For each element, return a copy with the leading and trailing characters removed…

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Batch.via_str.swapcase()

Return a container with uppercase characters converted to lowercase and vice ver…

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Batch.via_str.title()

Return a container with uppercase characters converted to lowercase and vice ver…

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Batch.via_str.upper()

Return a container with uppercase characters converted to lowercase and vice ver…

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Batch.via_str.zfill(width)

Return the string left-filled with zeros.

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Accessor Transpose

Detail: Batch: Accessor Transpose

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Batch.via_T.via_fill_value(fill_value)

Interface for using binary operators and methods with a pre-defined fill value.

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Batch.via_T.__add__(other)

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Batch.via_T.__sub__(other)

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Batch.via_T.__mul__(other)

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Batch.via_T.__truediv__(other)

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Batch.via_T.__floordiv__(other)

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Batch.via_T.__mod__(other)

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Batch.via_T.__pow__(other)

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Batch.via_T.__lshift__(other)

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Batch.via_T.__rshift__(other)

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Batch.via_T.__and__(other)

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Batch.via_T.__xor__(other)

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Batch.via_T.__or__(other)

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Batch.via_T.__lt__(other)

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Batch.via_T.__le__(other)

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Batch.via_T.__eq__(other)

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Batch.via_T.__ne__(other)

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Batch.via_T.__gt__(other)

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Batch.via_T.__ge__(other)

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Batch.via_T.__radd__(other)

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Batch.via_T.__rsub__(other)

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Batch.via_T.__rmul__(other)

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Batch.via_T.__rtruediv__(other)

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Batch.via_T.__rfloordiv__(other)

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Accessor Fill Value

Detail: Batch: Accessor Fill Value

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Batch.via_fill_value(fill_value).loc

Label-based selection where labels not specified will define a new container con…

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Batch.via_fill_value(fill_value).__getitem__(key)

Label-based selection where labels not specified will define a new container con…

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Batch.via_fill_value(fill_value).via_T

Interface for using binary operators with one-dimensional sequences, where the o…

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Batch.via_fill_value(fill_value).__add__(other)

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Batch.via_fill_value(fill_value).__sub__(other)

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Batch.via_fill_value(fill_value).__mul__(other)

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Batch.via_fill_value(fill_value).__truediv__(other)

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Batch.via_fill_value(fill_value).__floordiv__(other)

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Batch.via_fill_value(fill_value).__mod__(other)

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Batch.via_fill_value(fill_value).__pow__(other)

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Batch.via_fill_value(fill_value).__lshift__(other)

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Batch.via_fill_value(fill_value).__rshift__(other)

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Batch.via_fill_value(fill_value).__and__(other)

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Batch.via_fill_value(fill_value).__xor__(other)

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Batch.via_fill_value(fill_value).__or__(other)

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Batch.via_fill_value(fill_value).__lt__(other)

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Batch.via_fill_value(fill_value).__le__(other)

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Batch.via_fill_value(fill_value).__eq__(other)

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Batch.via_fill_value(fill_value).__ne__(other)

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Batch.via_fill_value(fill_value).__gt__(other)

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Batch.via_fill_value(fill_value).__ge__(other)

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Batch.via_fill_value(fill_value).__radd__(other)

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Batch.via_fill_value(fill_value).__rsub__(other)

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Batch.via_fill_value(fill_value).__rmul__(other)

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Batch.via_fill_value(fill_value).__rtruediv__(other)

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Batch.via_fill_value(fill_value).__rfloordiv__(other)

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression

Batch: Accessor Regular Expression

Detail: Batch: Accessor Regular Expression

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Batch.via_re(pattern, flags).search(pos, endpos)

Scan through string looking for the first location where this regular expression…

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Batch.via_re(pattern, flags).match(pos, endpos)

If zero or more characters at the beginning of string match this regular express…

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Batch.via_re(pattern, flags).fullmatch(pos, endpos)

If the whole string matches this regular expression, return True, else False. No…

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Batch.via_re(pattern, flags).split(maxsplit)

Split string by the occurrences of pattern. If capturing parentheses are used in…

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Batch.via_re(pattern, flags).findall(pos, endpos)

Return all non-overlapping matches of pattern in string, as a tuple of strings….

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Batch.via_re(pattern, flags).sub(repl, count)

Return the string obtained by replacing the leftmost non-overlapping occurrences…

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Batch.via_re(pattern, flags).subn(repl, count)

Perform the same operation as sub(), but return a tuple (new_string, number_of_s…

Batch: Constructor | Exporter | Attribute | Method | Dictionary-Like | Display | Selector | Operator Binary | Operator Unary | Accessor Datetime | Accessor String | Accessor Transpose | Accessor Fill Value | Accessor Regular Expression