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file	lists/contains.hpp

Enumerations
enum class	cudf::lists::duplicate_find_option : int32_t { cudf::lists::FIND_FIRST = 0 , cudf::lists::FIND_LAST }
	Option to choose whether index_of() returns the first or last match of a search key in a list row. More...

Functions
std::unique_ptr< column >	cudf::lists::contains (cudf::lists_column_view const &lists, cudf::scalar const &search_key, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::mr::device_memory_resource *mr=rmm::mr::get_current_device_resource())
	Create a column of bool values indicating whether the specified scalar is an element of each row of a list column. More...
std::unique_ptr< column >	cudf::lists::contains (cudf::lists_column_view const &lists, cudf::column_view const &search_keys, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::mr::device_memory_resource *mr=rmm::mr::get_current_device_resource())
	Create a column of bool values indicating whether the list rows of the first column contain the corresponding values in the second column. More...
std::unique_ptr< column >	cudf::lists::contains_nulls (cudf::lists_column_view const &lists, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::mr::device_memory_resource *mr=rmm::mr::get_current_device_resource())
	Create a column of bool values indicating whether each row in the lists column contains at least one null element. More...
std::unique_ptr< column >	cudf::lists::index_of (cudf::lists_column_view const &lists, cudf::scalar const &search_key, duplicate_find_option find_option=duplicate_find_option::FIND_FIRST, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::mr::device_memory_resource *mr=rmm::mr::get_current_device_resource())
	Create a column of values indicating the position of a search key within each list row in the lists column. More...
std::unique_ptr< column >	cudf::lists::index_of (cudf::lists_column_view const &lists, cudf::column_view const &search_keys, duplicate_find_option find_option=duplicate_find_option::FIND_FIRST, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::mr::device_memory_resource *mr=rmm::mr::get_current_device_resource())
	Create a column of values indicating the position of a search key row within the corresponding list row in the lists column. More...

Detailed Description

Enumeration Type Documentation

duplicate_find_option

enum cudf::lists::duplicate_find_option : int32_t

strong

Option to choose whether index_of() returns the first or last match of a search key in a list row.

Enumerator
FIND_FIRST	Finds first instance of a search key in a list row.
FIND_LAST	Finds last instance of a search key in a list row.

Definition at line 105 of file lists/contains.hpp.

Function Documentation

contains() [1/2]

std::unique_ptr<column> cudf::lists::contains	(	cudf::lists_column_view const &	lists,
		cudf::column_view const &	search_keys,
		rmm::cuda_stream_view	stream = cudf::get_default_stream(),
		rmm::mr::device_memory_resource *	mr = rmm::mr::get_current_device_resource()
	)

Create a column of bool values indicating whether the list rows of the first column contain the corresponding values in the second column.

The output column has as many elements as the input lists column. Output column[i] is set to true if the lists row lists[i] contains the value in search_keys[i]. Otherwise, it is set to false.

Output column[i] is set to null if one or more of the following are true:

1. The row search_keys[i] is null
2. The list row lists[i] is null

Parameters

lists	Lists column whose n rows are to be searched
search_keys	Column of elements to be looked up in each list row.
stream	CUDA stream used for device memory operations and kernel launches.
mr	Device memory resource used to allocate the returned column's device memory

Returns

BOOL8 column of n rows with the result of the lookup

contains() [2/2]

std::unique_ptr<column> cudf::lists::contains	(	cudf::lists_column_view const &	lists,
		cudf::scalar const &	search_key,
		rmm::cuda_stream_view	stream = cudf::get_default_stream(),
		rmm::mr::device_memory_resource *	mr = rmm::mr::get_current_device_resource()
	)

Create a column of bool values indicating whether the specified scalar is an element of each row of a list column.

The output column has as many elements as the input lists column. Output column[i] is set to true if the lists row lists[i] contains the value specified in search_key. Otherwise, it is set to false.

Output column[i] is set to null if one or more of the following are true:

1. The search key search_key is null
2. The list row lists[i] is null

Parameters

lists	Lists column whose n rows are to be searched
search_key	The scalar key to be looked up in each list row
stream	CUDA stream used for device memory operations and kernel launches.
mr	Device memory resource used to allocate the returned column's device memory

Returns

BOOL8 column of n rows with the result of the lookup

contains_nulls()

std::unique_ptr<column> cudf::lists::contains_nulls	(	cudf::lists_column_view const &	lists,
		rmm::cuda_stream_view	stream = cudf::get_default_stream(),
		rmm::mr::device_memory_resource *	mr = rmm::mr::get_current_device_resource()
	)

Create a column of bool values indicating whether each row in the lists column contains at least one null element.

The output column has as many elements as the input lists column. Output column[i] is set to null if the row lists[i] is null. Otherwise, column[i] is set to a non-null boolean value, depending on whether that list contains a null element.

A row with an empty list will always return false. Nulls inside non-null nested elements (such as lists or structs) are not considered.

Parameters

lists	Lists column whose n rows are to be searched.
stream	CUDA stream used for device memory operations and kernel launches.
mr	Device memory resource used to allocate the returned column's device memory

Returns

BOOL8 column of n rows with the result of the lookup

index_of() [1/2]

std::unique_ptr<column> cudf::lists::index_of	(	cudf::lists_column_view const &	lists,
		cudf::column_view const &	search_keys,
		duplicate_find_option	find_option = duplicate_find_option::FIND_FIRST,
		rmm::cuda_stream_view	stream = cudf::get_default_stream(),
		rmm::mr::device_memory_resource *	mr = rmm::mr::get_current_device_resource()
	)

Create a column of values indicating the position of a search key row within the corresponding list row in the lists column.

The output column has as many elements as there are rows in the input lists column. Output column[i] contains a 0-based index indicating the position of each search key row in its corresponding list row, counting from the beginning of the list. Note:

1. If search_keys[i] is null, output[i] is also null.
2. If the row lists[i] is null, output[i] is also null.
3. If the row lists[i] does not contain search_key[i], output[i] is set to -1.
4. In all other cases, output[i] is set to a non-negative size_type index.

If the find_option is set to FIND_FIRST, the position of the first match for search_key is returned. If find_option == FIND_LAST, the position of the last match in the list row is returned.

Exceptions

cudf::logic_error	If search_keys does not match lists in its number of rows
cudf::data_type_error	If search_keys type does not match the element type in lists

Parameters

lists	Lists column whose n rows are to be searched
search_keys	A column of search keys to be looked up in each corresponding row of lists
find_option	Whether to return the position of the first match (FIND_FIRST) or last (FIND_LAST)
stream	CUDA stream used for device memory operations and kernel launches
mr	Device memory resource used to allocate the returned column's device memory

Returns

column of n rows with the location of the search_key

index_of() [2/2]

std::unique_ptr<column> cudf::lists::index_of	(	cudf::lists_column_view const &	lists,
		cudf::scalar const &	search_key,
		duplicate_find_option	find_option = duplicate_find_option::FIND_FIRST,
		rmm::cuda_stream_view	stream = cudf::get_default_stream(),
		rmm::mr::device_memory_resource *	mr = rmm::mr::get_current_device_resource()
	)

Create a column of values indicating the position of a search key within each list row in the lists column.

The output column has as many elements as there are rows in the input lists column. Output column[i] contains a 0-based index indicating the position of the search key in each list, counting from the beginning of the list. Note:

1. If the search_key is null, all output rows are set to null.
2. If the row lists[i] is null, output[i] is also null.
3. If the row lists[i] does not contain the search_key, output[i] is set to -1.
4. In all other cases, output[i] is set to a non-negative size_type index.

If the find_option is set to FIND_FIRST, the position of the first match for search_key is returned. If find_option == FIND_LAST, the position of the last match in the list row is returned.

Exceptions

cudf::data_type_error

If search_keys type does not match the element type in lists

Parameters

lists	Lists column whose n rows are to be searched
search_key	The scalar key to be looked up in each list row
find_option	Whether to return the position of the first match (FIND_FIRST) or last (FIND_LAST)
stream	CUDA stream used for device memory operations and kernel launches
mr	Device memory resource used to allocate the returned column's device memory

Returns

column of n rows with the location of the search_key