Lists Contains#

group lists_contains

Enums

enum class duplicate_find_option : int32_t#

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

Values:

enumerator FIND_FIRST#: Finds first instance of a search key in a list row.

enumerator FIND_LAST#: Finds last instance of a search key in a list row.

Functions

std::unique_ptr<column> contains(cudf::lists_column_view const &lists, cudf::scalar const &search_key, rmm::cuda_stream_view stream = cudf::get_default_stream(), rmm::device_async_resource_ref mr = cudf::get_current_device_resource_ref())#

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:

The search key search_key is null
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

std::unique_ptr<column> contains(cudf::lists_column_view const &lists, cudf::column_view const &search_keys, rmm::cuda_stream_view stream = cudf::get_default_stream(), rmm::device_async_resource_ref mr = cudf::get_current_device_resource_ref())#

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:

The row search_keys[i] is null
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

std::unique_ptr<column> contains_nulls(cudf::lists_column_view const &lists, rmm::cuda_stream_view stream = cudf::get_default_stream(), rmm::device_async_resource_ref mr = cudf::get_current_device_resource_ref())#

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

std::unique_ptr<column> 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::device_async_resource_ref mr = cudf::get_current_device_resource_ref())#

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:

If the search_key is null, all output rows are set to null.
If the row lists[i] is null, output[i] is also null.
If the row lists[i] does not contain the search_key, output[i] is set to -1.
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.

Throws:

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

std::unique_ptr<column> 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::device_async_resource_ref mr = cudf::get_current_device_resource_ref())#

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:

If search_keys[i] is null, output[i] is also null.
If the row lists[i] is null, output[i] is also null.
If the row lists[i] does not contain search_key[i], output[i] is set to -1.
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.

Throws:

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