"""Indexers for MedRecord nodes and edges."""
from __future__ import annotations
from typing import TYPE_CHECKING, Callable, Dict, Tuple, Union, overload
from medmodels.medrecord.types import (
Attributes,
AttributesInput,
EdgeIndex,
EdgeIndexInputList,
MedRecordAttribute,
MedRecordAttributeInputList,
MedRecordValue,
NodeIndex,
NodeIndexInputList,
is_attributes,
is_edge_index,
is_medrecord_attribute,
is_medrecord_value,
is_node_index,
)
if TYPE_CHECKING:
from medmodels import MedRecord
from medmodels.medrecord.querying import EdgeQuery, NodeQuery
[docs]
class NodeIndexer:
"""Indexer for MedRecord nodes."""
_medrecord: MedRecord
def __init__(self, medrecord: MedRecord) -> None:
"""Initializes the NodeIndexer object.
Args:
medrecord (MedRecord): MedRecord object to index.
"""
self._medrecord = medrecord
@overload
def __getitem__(
self,
key: Union[
NodeIndex, Tuple[NodeIndex, Union[MedRecordAttributeInputList, slice]]
],
) -> Attributes: ...
@overload
def __getitem__(
self, key: Tuple[NodeIndex, MedRecordAttribute]
) -> MedRecordValue: ...
@overload
def __getitem__(
self,
key: Union[
NodeIndexInputList,
NodeQuery,
slice,
Tuple[
Union[NodeIndexInputList, NodeQuery, slice],
Union[MedRecordAttributeInputList, slice],
],
],
) -> Dict[NodeIndex, Attributes]: ...
@overload
def __getitem__(
self,
key: Tuple[Union[NodeIndexInputList, NodeQuery, slice], MedRecordAttribute],
) -> Dict[NodeIndex, MedRecordValue]: ...
[docs]
def __getitem__( # noqa: C901
self,
key: Union[
NodeIndex,
NodeIndexInputList,
NodeQuery,
slice,
Tuple[
Union[NodeIndex, NodeIndexInputList, NodeQuery, slice],
Union[MedRecordAttribute, MedRecordAttributeInputList, slice],
],
],
) -> Union[
MedRecordValue,
Attributes,
Dict[NodeIndex, Attributes],
Dict[NodeIndex, MedRecordValue],
]:
"""Gets the node attributes for the specified key.
Args:
key (Union[NodeIndex, NodeIndexInputList, NodeQuery, slice, Tuple[Union[NodeIndex, NodeIndexInputList, NodeQuery, slice], Union[MedRecordAttribute, MedRecordAttributeInputList, slice]]):
The nodes to get attributes for.
Returns:
Union[MedRecordValue, Attributes, Dict[NodeIndex, Attributes], Dict[NodeIndex, MedRecordValue]]:
The node attributes to be extracted.
Raises:
ValueError: If the key is a slice, but not ":" is provided.
""" # noqa: W505
if is_node_index(key):
return self._medrecord._medrecord.node([key])[key]
if isinstance(key, list):
return self._medrecord._medrecord.node(key)
if isinstance(key, Callable):
return self._medrecord._medrecord.node(self._medrecord.select_nodes(key))
if isinstance(key, slice):
if key.start is not None or key.stop is not None or key.step is not None:
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.node(self._medrecord.nodes)
index_selection, attribute_selection = key
if is_node_index(index_selection) and is_medrecord_attribute(
attribute_selection
):
return self._medrecord._medrecord.node([index_selection])[index_selection][
attribute_selection
]
if isinstance(index_selection, list) and is_medrecord_attribute(
attribute_selection
):
attributes = self._medrecord._medrecord.node(index_selection)
return {x: attributes[x][attribute_selection] for x in attributes}
if isinstance(index_selection, Callable) and is_medrecord_attribute(
attribute_selection
):
attributes = self._medrecord._medrecord.node(
self._medrecord.select_nodes(index_selection)
)
return {x: attributes[x][attribute_selection] for x in attributes}
if isinstance(index_selection, slice) and is_medrecord_attribute(
attribute_selection
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
attributes = self._medrecord._medrecord.node(self._medrecord.nodes)
return {x: attributes[x][attribute_selection] for x in attributes}
if is_node_index(index_selection) and isinstance(attribute_selection, list):
return {
x: self._medrecord._medrecord.node([index_selection])[index_selection][
x
]
for x in attribute_selection
}
if isinstance(index_selection, list) and isinstance(attribute_selection, list):
attributes = self._medrecord._medrecord.node(index_selection)
return {
x: {y: attributes[x][y] for y in attribute_selection}
for x in attributes
}
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, list
):
attributes = self._medrecord._medrecord.node(
self._medrecord.select_nodes(index_selection)
)
return {
x: {y: attributes[x][y] for y in attribute_selection}
for x in attributes
}
if isinstance(index_selection, slice) and isinstance(attribute_selection, list):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
attributes = self._medrecord._medrecord.node(self._medrecord.nodes)
return {
x: {y: attributes[x][y] for y in attribute_selection}
for x in attributes
}
if is_node_index(index_selection) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.node([index_selection])[index_selection]
if isinstance(index_selection, list) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.node(index_selection)
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, slice
):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.node(
self._medrecord.select_nodes(index_selection)
)
if isinstance(index_selection, slice) and isinstance(
attribute_selection, slice
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
or attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.node(self._medrecord.nodes)
return None
@overload
def __setitem__(
self,
key: Union[NodeIndex, NodeIndexInputList, NodeQuery, slice],
value: AttributesInput,
) -> None: ...
@overload
def __setitem__(
self,
key: Tuple[
Union[NodeIndex, NodeIndexInputList, NodeQuery, slice],
Union[MedRecordAttribute, MedRecordAttributeInputList, slice],
],
value: MedRecordValue,
) -> None: ...
[docs]
def __setitem__( # noqa: C901
self,
key: Union[
NodeIndex,
NodeIndexInputList,
NodeQuery,
slice,
Tuple[
Union[NodeIndex, NodeIndexInputList, NodeQuery, slice],
Union[MedRecordAttribute, MedRecordAttributeInputList, slice],
],
],
value: Union[AttributesInput, MedRecordValue],
) -> None:
"""Sets the specified node attributes.
Args:
key (Union[NodeIndex, NodeIndexInputList, NodeQuery, slice, Tuple[Union[NodeIndex, NodeIndexInputList, NodeQuery, slice], Union[MedRecordAttribute, MedRecordAttributeInputList, slice]]):
The nodes to set attributes for.
value (Union[AttributesInput, MedRecordValue]): The values to set.
Raises:
ValueError: If there is a wrong value type or the key is a slice, but no ":"
is provided.
""" # noqa: W505
if is_node_index(key):
if not is_attributes(value):
msg = "Invalid value type. Expected Attributes"
raise ValueError(msg)
return self._medrecord._medrecord.replace_node_attributes([key], value)
if isinstance(key, list):
if not is_attributes(value):
msg = "Invalid value type. Expected Attributes"
raise ValueError(msg)
return self._medrecord._medrecord.replace_node_attributes(key, value)
if isinstance(key, Callable):
if not is_attributes(value):
msg = "Invalid value type. Expected Attributes"
raise ValueError(msg)
return self._medrecord._medrecord.replace_node_attributes(
self._medrecord.select_nodes(key), value
)
if isinstance(key, slice):
if key.start is not None or key.stop is not None or key.step is not None:
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_attributes(value):
msg = "Invalid value type. Expected Attributes"
raise ValueError(msg)
return self._medrecord._medrecord.replace_node_attributes(
self._medrecord.nodes, value
)
index_selection, attribute_selection = key
if is_node_index(index_selection) and is_medrecord_attribute(
attribute_selection
):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
return self._medrecord._medrecord.update_node_attribute(
[index_selection], attribute_selection, value
)
if isinstance(index_selection, list) and is_medrecord_attribute(
attribute_selection
):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
return self._medrecord._medrecord.update_node_attribute(
index_selection, attribute_selection, value
)
if isinstance(index_selection, Callable) and is_medrecord_attribute(
attribute_selection
):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
return self._medrecord._medrecord.update_node_attribute(
self._medrecord.select_nodes(index_selection),
attribute_selection,
value,
)
if isinstance(index_selection, slice) and is_medrecord_attribute(
attribute_selection
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
return self._medrecord._medrecord.update_node_attribute(
self._medrecord.nodes,
attribute_selection,
value,
)
if is_node_index(index_selection) and isinstance(attribute_selection, list):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.update_node_attribute(
[index_selection], attribute, value
)
return None
if isinstance(index_selection, list) and isinstance(attribute_selection, list):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.update_node_attribute(
index_selection, attribute, value
)
return None
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, list
):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.update_node_attribute(
self._medrecord.select_nodes(index_selection), attribute, value
)
return None
if isinstance(index_selection, slice) and isinstance(attribute_selection, list):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.update_node_attribute(
self._medrecord.nodes, attribute, value
)
return None
if is_node_index(index_selection) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
attributes = self._medrecord._medrecord.node([index_selection])[
index_selection
]
for attribute in attributes:
self._medrecord._medrecord.update_node_attribute(
[index_selection],
attribute,
value,
)
return None
if isinstance(index_selection, list) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
attributes = self._medrecord._medrecord.node(index_selection)
for node in attributes:
for attribute in attributes[node]:
self._medrecord._medrecord.update_node_attribute(
[node], attribute, value
)
return None
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, slice
):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
attributes = self._medrecord._medrecord.node(
self._medrecord.select_nodes(index_selection)
)
for node in attributes:
for attribute in attributes[node]:
self._medrecord._medrecord.update_node_attribute(
[node], attribute, value
)
return None
if isinstance(index_selection, slice) and isinstance(
attribute_selection, slice
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
or attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
attributes = self._medrecord._medrecord.node(self._medrecord.nodes)
for node in attributes:
for attribute in attributes[node]:
self._medrecord._medrecord.update_node_attribute(
[node], attribute, value
)
return None
return None
[docs]
def __delitem__( # noqa: C901
self,
key: Tuple[
Union[NodeIndex, NodeIndexInputList, NodeQuery, slice],
Union[MedRecordAttribute, MedRecordAttributeInputList, slice],
],
) -> None:
"""Deletes the specified node attributes.
Args:
key (Tuple[Union[NodeIndex, NodeIndexInputList, NodeQuery, slice], Union[MedRecordAttribute, MedRecordAttributeInputList, slice]]):
The key to delete.
Raises:
ValueError: If the key is a slice, but not ":" is provided.
""" # noqa: W505
index_selection, attribute_selection = key
if is_node_index(index_selection) and is_medrecord_attribute(
attribute_selection
):
return self._medrecord._medrecord.remove_node_attribute(
[index_selection], attribute_selection
)
if isinstance(index_selection, list) and is_medrecord_attribute(
attribute_selection
):
return self._medrecord._medrecord.remove_node_attribute(
index_selection, attribute_selection
)
if isinstance(index_selection, Callable) and is_medrecord_attribute(
attribute_selection
):
return self._medrecord._medrecord.remove_node_attribute(
self._medrecord.select_nodes(index_selection),
attribute_selection,
)
if isinstance(index_selection, slice) and is_medrecord_attribute(
attribute_selection
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.remove_node_attribute(
self._medrecord.nodes,
attribute_selection,
)
if is_node_index(index_selection) and isinstance(attribute_selection, list):
for attribute in attribute_selection:
self._medrecord._medrecord.remove_node_attribute(
[index_selection], attribute
)
return None
if isinstance(index_selection, list) and isinstance(attribute_selection, list):
for attribute in attribute_selection:
self._medrecord._medrecord.remove_node_attribute(
index_selection, attribute
)
return None
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, list
):
for attribute in attribute_selection:
self._medrecord._medrecord.remove_node_attribute(
self._medrecord.select_nodes(index_selection), attribute
)
return None
if isinstance(index_selection, slice) and isinstance(attribute_selection, list):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.remove_node_attribute(
self._medrecord.nodes, attribute
)
return None
if is_node_index(index_selection) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.replace_node_attributes(
[index_selection], {}
)
if isinstance(index_selection, list) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.replace_node_attributes(
index_selection, {}
)
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, slice
):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.replace_node_attributes(
self._medrecord.select_nodes(index_selection), {}
)
if isinstance(index_selection, slice) and isinstance(
attribute_selection, slice
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
or attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.replace_node_attributes(
self._medrecord.nodes, {}
)
return None
[docs]
class EdgeIndexer:
"""Indexer for MedRecord edges."""
_medrecord: MedRecord
def __init__(self, medrecord: MedRecord) -> None:
"""Initializes the EdgeIndexer object.
Args:
medrecord (MedRecord): MedRecord object to index.
"""
self._medrecord = medrecord
@overload
def __getitem__(
self,
key: Union[
EdgeIndex, Tuple[EdgeIndex, Union[MedRecordAttributeInputList, slice]]
],
) -> Attributes: ...
@overload
def __getitem__(
self, key: Tuple[EdgeIndex, MedRecordAttribute]
) -> MedRecordValue: ...
@overload
def __getitem__(
self,
key: Union[
EdgeIndexInputList,
EdgeQuery,
slice,
Tuple[
Union[EdgeIndexInputList, EdgeQuery, slice],
Union[MedRecordAttributeInputList, slice],
],
],
) -> Dict[EdgeIndex, Attributes]: ...
@overload
def __getitem__(
self,
key: Tuple[Union[EdgeIndexInputList, EdgeQuery, slice], MedRecordAttribute],
) -> Dict[EdgeIndex, MedRecordValue]: ...
[docs]
def __getitem__( # noqa: C901
self,
key: Union[
EdgeIndex,
EdgeIndexInputList,
EdgeQuery,
slice,
Tuple[
Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice],
Union[MedRecordAttribute, MedRecordAttributeInputList, slice],
],
],
) -> Union[
MedRecordValue,
Attributes,
Dict[EdgeIndex, Attributes],
Dict[EdgeIndex, MedRecordValue],
]:
"""Gets the edge attributes for the specified key.
Args:
key (Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice, Tuple[Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice], Union[MedRecordAttribute, MedRecordAttributeInputList, slice]]):
The edges to get attributes for.
Returns:
Union[MedRecordValue, Attributes, Dict[EdgeIndex, Attributes], Dict[EdgeIndex, MedRecordValue]]:
The edge attributes to be extracted.
Raises:
ValueError: If the key is a slice, but not ":" is provided.
""" # noqa: W505
if is_edge_index(key):
return self._medrecord._medrecord.edge([key])[key]
if isinstance(key, list):
return self._medrecord._medrecord.edge(key)
if isinstance(key, Callable):
return self._medrecord._medrecord.edge(self._medrecord.select_edges(key))
if isinstance(key, slice):
if key.start is not None or key.stop is not None or key.step is not None:
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.edge(self._medrecord.edges)
index_selection, attribute_selection = key
if is_edge_index(index_selection) and is_medrecord_attribute(
attribute_selection
):
return self._medrecord._medrecord.edge([index_selection])[index_selection][
attribute_selection
]
if isinstance(index_selection, list) and is_medrecord_attribute(
attribute_selection
):
attributes = self._medrecord._medrecord.edge(index_selection)
return {x: attributes[x][attribute_selection] for x in attributes}
if isinstance(index_selection, Callable) and is_medrecord_attribute(
attribute_selection
):
attributes = self._medrecord._medrecord.edge(
self._medrecord.select_edges(index_selection)
)
return {x: attributes[x][attribute_selection] for x in attributes}
if isinstance(index_selection, slice) and is_medrecord_attribute(
attribute_selection
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
attributes = self._medrecord._medrecord.edge(self._medrecord.edges)
return {x: attributes[x][attribute_selection] for x in attributes}
if is_edge_index(index_selection) and isinstance(attribute_selection, list):
return {
x: self._medrecord._medrecord.edge([index_selection])[index_selection][
x
]
for x in attribute_selection
}
if isinstance(index_selection, list) and isinstance(attribute_selection, list):
attributes = self._medrecord._medrecord.edge(index_selection)
return {
x: {y: attributes[x][y] for y in attribute_selection}
for x in attributes
}
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, list
):
attributes = self._medrecord._medrecord.edge(
self._medrecord.select_edges(index_selection)
)
return {
x: {y: attributes[x][y] for y in attribute_selection}
for x in attributes
}
if isinstance(index_selection, slice) and isinstance(attribute_selection, list):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
attributes = self._medrecord._medrecord.edge(self._medrecord.edges)
return {
x: {y: attributes[x][y] for y in attribute_selection}
for x in attributes
}
if is_edge_index(index_selection) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.edge([index_selection])[index_selection]
if isinstance(index_selection, list) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.edge(index_selection)
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, slice
):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.edge(
self._medrecord.select_edges(index_selection)
)
if isinstance(index_selection, slice) and isinstance(
attribute_selection, slice
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
or attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.edge(self._medrecord.edges)
return None
@overload
def __setitem__(
self,
key: Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice],
value: AttributesInput,
) -> None: ...
@overload
def __setitem__(
self,
key: Tuple[
Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice],
Union[MedRecordAttribute, MedRecordAttributeInputList, slice],
],
value: MedRecordValue,
) -> None: ...
[docs]
def __setitem__( # noqa: C901
self,
key: Union[
EdgeIndex,
EdgeIndexInputList,
EdgeQuery,
slice,
Tuple[
Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice],
Union[MedRecordAttribute, MedRecordAttributeInputList, slice],
],
],
value: Union[AttributesInput, MedRecordValue],
) -> None:
"""Sets the edge attributes for the specified key.
Args:
key (Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice, Tuple[Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice], Union[MedRecordAttribute, MedRecordAttributeInputList, slice]]):
The edges to which the attributes should be set.
value (Union[AttributesInput, MedRecordValue]):
The values to set as attributes.
Raises:
ValueError: If there is a wrong value type or the key is a slice, but no ":"
is provided.
""" # noqa: W505
if is_edge_index(key):
if not is_attributes(value):
msg = "Invalid value type. Expected Attributes"
raise ValueError(msg)
return self._medrecord._medrecord.replace_edge_attributes([key], value)
if isinstance(key, list):
if not is_attributes(value):
msg = "Invalid value type. Expected Attributes"
raise ValueError(msg)
return self._medrecord._medrecord.replace_edge_attributes(key, value)
if isinstance(key, Callable):
if not is_attributes(value):
msg = "Invalid value type. Expected Attributes"
raise ValueError(msg)
return self._medrecord._medrecord.replace_edge_attributes(
self._medrecord.select_edges(key), value
)
if isinstance(key, slice):
if key.start is not None or key.stop is not None or key.step is not None:
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_attributes(value):
msg = "Invalid value type. Expected Attributes"
raise ValueError(msg)
return self._medrecord._medrecord.replace_edge_attributes(
self._medrecord.edges, value
)
index_selection, attribute_selection = key
if is_edge_index(index_selection) and is_medrecord_attribute(
attribute_selection
):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
return self._medrecord._medrecord.update_edge_attribute(
[index_selection], attribute_selection, value
)
if isinstance(index_selection, list) and is_medrecord_attribute(
attribute_selection
):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
return self._medrecord._medrecord.update_edge_attribute(
index_selection, attribute_selection, value
)
if isinstance(index_selection, Callable) and is_medrecord_attribute(
attribute_selection
):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
return self._medrecord._medrecord.update_edge_attribute(
self._medrecord.select_edges(index_selection),
attribute_selection,
value,
)
if isinstance(index_selection, slice) and is_medrecord_attribute(
attribute_selection
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
return self._medrecord._medrecord.update_edge_attribute(
self._medrecord.edges,
attribute_selection,
value,
)
if is_edge_index(index_selection) and isinstance(attribute_selection, list):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.update_edge_attribute(
[index_selection], attribute, value
)
return None
if isinstance(index_selection, list) and isinstance(attribute_selection, list):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.update_edge_attribute(
index_selection, attribute, value
)
return None
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, list
):
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.update_edge_attribute(
self._medrecord.select_edges(index_selection), attribute, value
)
return None
if isinstance(index_selection, slice) and isinstance(attribute_selection, list):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.update_edge_attribute(
self._medrecord.edges, attribute, value
)
return None
if is_edge_index(index_selection) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
attributes = self._medrecord._medrecord.edge([index_selection])[
index_selection
]
for attribute in attributes:
self._medrecord._medrecord.update_edge_attribute(
[index_selection], attribute, value
)
return None
if isinstance(index_selection, list) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
attributes = self._medrecord._medrecord.edge(index_selection)
for edge in attributes:
for attribute in attributes[edge]:
self._medrecord._medrecord.update_edge_attribute(
[edge], attribute, value
)
return None
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, slice
):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
attributes = self._medrecord._medrecord.edge(
self._medrecord.select_edges(index_selection)
)
for edge in attributes:
for attribute in attributes[edge]:
self._medrecord._medrecord.update_edge_attribute(
[edge], attribute, value
)
return None
if isinstance(index_selection, slice) and isinstance(
attribute_selection, slice
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
or attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
if not is_medrecord_value(value):
msg = "Invalid value type. Expected MedRecordValue"
raise ValueError(msg)
attributes = self._medrecord._medrecord.edge(self._medrecord.edges)
for edge in attributes:
for attribute in attributes[edge]:
self._medrecord._medrecord.update_edge_attribute(
[edge], attribute, value
)
return None
return None
[docs]
def __delitem__( # noqa: C901
self,
key: Tuple[
Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice],
Union[MedRecordAttribute, MedRecordAttributeInputList, slice],
],
) -> None:
"""Deletes the specified edge attributes.
Args:
key (Tuple[Union[EdgeIndex, EdgeIndexInputList, EdgeQuery, slice], Union[MedRecordAttribute, MedRecordAttributeInputList, slice]]):
The edges from which to delete the attributes.
Raises:
ValueError: If the key is a slice, but not ":" is provided.
""" # noqa: W505
index_selection, attribute_selection = key
if is_edge_index(index_selection) and is_medrecord_attribute(
attribute_selection
):
return self._medrecord._medrecord.remove_edge_attribute(
[index_selection], attribute_selection
)
if isinstance(index_selection, list) and is_medrecord_attribute(
attribute_selection
):
return self._medrecord._medrecord.remove_edge_attribute(
index_selection, attribute_selection
)
if isinstance(index_selection, Callable) and is_medrecord_attribute(
attribute_selection
):
return self._medrecord._medrecord.remove_edge_attribute(
self._medrecord.select_edges(index_selection),
attribute_selection,
)
if isinstance(index_selection, slice) and is_medrecord_attribute(
attribute_selection
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.remove_edge_attribute(
self._medrecord.edges,
attribute_selection,
)
if is_edge_index(index_selection) and isinstance(attribute_selection, list):
for attribute in attribute_selection:
self._medrecord._medrecord.remove_edge_attribute(
[index_selection], attribute
)
return None
if isinstance(index_selection, list) and isinstance(attribute_selection, list):
for attribute in attribute_selection:
self._medrecord._medrecord.remove_edge_attribute(
index_selection, attribute
)
return None
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, list
):
for attribute in attribute_selection:
self._medrecord._medrecord.remove_edge_attribute(
self._medrecord.select_edges(index_selection), attribute
)
return None
if isinstance(index_selection, slice) and isinstance(attribute_selection, list):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
for attribute in attribute_selection:
self._medrecord._medrecord.remove_edge_attribute(
self._medrecord.edges, attribute
)
return None
if is_edge_index(index_selection) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.replace_edge_attributes(
[index_selection], {}
)
if isinstance(index_selection, list) and isinstance(attribute_selection, slice):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.replace_edge_attributes(
index_selection, {}
)
if isinstance(index_selection, Callable) and isinstance(
attribute_selection, slice
):
if (
attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.replace_edge_attributes(
self._medrecord.select_edges(index_selection), {}
)
if isinstance(index_selection, slice) and isinstance(
attribute_selection, slice
):
if (
index_selection.start is not None
or index_selection.stop is not None
or index_selection.step is not None
or attribute_selection.start is not None
or attribute_selection.stop is not None
or attribute_selection.step is not None
):
msg = "Invalid slice, only ':' is allowed"
raise ValueError(msg)
return self._medrecord._medrecord.replace_edge_attributes(
self._medrecord.edges, {}
)
return None
