Conversions#

Ivy wrapping functions for conversions.

Collection of Ivy functions for wrapping functions to accept and return ivy.Array instances.

class ivy.data_classes.container.conversions._ContainerWithConversions(dict_in=None, queues=None, queue_load_sizes=None, container_combine_method='list_join', queue_timeout=None, print_limit=10, key_length_limit=None, print_indent=4, print_line_spacing=0, ivyh=None, default_key_color='green', keyword_color_dict=None, rebuild_child_containers=False, types_to_iteratively_nest=None, alphabetical_keys=True, dynamic_backend=None, **kwargs)[source]#

Bases: ContainerBase

_abc_impl = <_abc_data object>#
static _static_to_ivy(x, nested=False, include_derived=None, key_chains=None, to_apply=True, prune_unapplied=False, map_sequences=False, *, out=None)[source]#

ivy.Container static method variant of ivy.to_ivy.

This method simply wraps the function, and so the docstring for ivy.to_ivy also applies to this method with minimal changes.

Parameters:

  • x (Union[Array, NativeArray, Container]) – The input to be converted.

  • nested (bool) – Whether to apply the conversion on arguments in a nested manner. If so, all (default: False) dicts, lists and tuples will be traversed to their lowest leaves in search of ivy.Array instances. Default is False.

  • include_derived (Optional[Dict[type, bool]]) – Whether to also recursive for classes derived from tuple, list and dict. (default: None) Default is False.

  • key_chains (Optional[Union[List[str], Dict[str, str]]]) – The key-chains to apply or not apply the method to. Default is None. (default: None)

  • to_apply (bool) – If True, the method will be applied to key_chains, otherwise key_chains (default: True) will be skipped. Default is True.

  • prune_unapplied (bool) – Whether to prune key_chains for which the function was not applied. (default: False) Default is False.

  • map_sequences (bool) – Whether to also map method to sequences (lists, tuples). (default: False) Default is False.

  • out (Optional[Container]) – optional output container, for writing the result to. It must have a shape (default: None) that the inputs broadcast to.

Return type:

Container

Returns:

ret – Container object with all native sub-arrays converted to their ivy.Array instances.

static _static_to_native(x, nested=False, include_derived=None, key_chains=None, to_apply=True, prune_unapplied=False, map_sequences=False, *, out=None)[source]#

ivy.Container static method variant of ivy.to_native.

This method simply wraps the function, and so the docstring for ivy.to_native also applies to this method with minimal changes.

Parameters:

  • x (Union[Array, NativeArray, Container]) – The input to be converted.

  • nested (bool) – Whether to apply the conversion on arguments in a nested manner. If so, all (default: False) dicts, lists and tuples will be traversed to their lowest leaves in search of ivy.Array instances. Default is False.

  • include_derived (Optional[Dict[type, bool]]) – Whether to also recursive for classes derived from tuple, list and dict. (default: None) Default is False.

  • key_chains (Optional[Union[List[str], Dict[str, str]]]) – The key-chains to apply or not apply the method to. Default is None. (default: None)

  • to_apply (bool) – If True, the method will be applied to key_chains, otherwise key_chains (default: True) will be skipped. Default is True.

  • prune_unapplied (bool) – Whether to prune key_chains for which the function was not applied. (default: False) Default is False.

  • map_sequences (bool) – Whether to also map method to sequences (lists, tuples). (default: False) Default is False.

  • out (Optional[Container]) – optional output container, for writing the result to. It must have a shape (default: None) that the inputs broadcast to.

Return type:

Container

Returns:

ret – Container object with all sub-arrays converted to their native format.

to_ivy(nested=False, include_derived=None, key_chains=None, to_apply=True, prune_unapplied=False, map_sequences=False, *, out=None)[source]#

ivy.Container instance method variant of ivy.to_ivy.

This method simply wraps the function, and so the docstring for ivy.to_ivy also applies to this method with minimal changes.

Parameters:

  • self (Container) – The input to be converted.

  • nested (bool) – Whether to apply the conversion on arguments in a nested manner. If so, (default: False) all dicts, lists and tuples will be traversed to their lowest leaves in search of ivy.Array instances. Default is False.

  • include_derived (Optional[Dict[type, bool]]) – Whether to also recursive for classes derived from tuple, list and dict. (default: None) Default is False.

  • key_chains (Optional[Union[List[str], Dict[str, str]]]) – The key-chains to apply or not apply the method to. Default is None. (default: None)

  • to_apply (bool) – If True, the method will be applied to key_chains, otherwise key_chains (default: True) will be skipped. Default is True.

  • prune_unapplied (bool) – Whether to prune key_chains for which the function was not applied. (default: False) Default is False.

  • map_sequences (bool) – Whether to also map method to sequences (lists, tuples). (default: False) Default is False.

  • out (Optional[Container]) – optional output container, for writing the result to. It must have a shape (default: None) that the inputs broadcast to.

Return type:

Container

Returns:

ret – Container object with all native sub-arrays converted to their ivy.Array instances.

to_native(nested=False, include_derived=None, key_chains=None, to_apply=True, prune_unapplied=False, map_sequences=False, *, out=None)[source]#

ivy.Container instance method variant of ivy.to_native.

This method simply wraps the function, and so the docstring for ivy.to_native also applies to this method with minimal changes.

Parameters:

  • self (Container) – The input to be converted.

  • nested (bool) – Whether to apply the conversion on arguments in a nested manner. If so, all (default: False) dicts, lists and tuples will be traversed to their lowest leaves in search of ivy.Array instances. Default is False.

  • include_derived (Optional[Dict[type, bool]]) – Whether to also recursive for classes derived from tuple, list and dict. (default: None) Default is False.

  • key_chains (Optional[Union[List[str], Dict[str, str]]]) – The key-chains to apply or not apply the method to. Default is None. (default: None)

  • to_apply (bool) – If True, the method will be applied to key_chains, otherwise key_chains (default: True) will be skipped. Default is True.

  • prune_unapplied (bool) – Whether to prune key_chains for which the function was not applied. (default: False) Default is False.

  • map_sequences (bool) – Whether to also map method to sequences (lists, tuples). (default: False) Default is False.

  • out (Optional[Container]) – optional output container, for writing the result to. It must have a shape (default: None) that the inputs broadcast to.

Return type:

Container

Returns:

ret – Container object with all sub-arrays converted to their native format.