dify/api/core/app/segments/factory.py
-LAN- 6a3bef8378
feat(api/core/app/segments): Update segment types and variables (#6734)
Signed-off-by: -LAN- <laipz8200@outlook.com>
2024-07-27 14:43:51 +08:00

87 lines
3.3 KiB
Python

from collections.abc import Mapping
from typing import Any
from core.file.file_obj import FileVar
from .segments import (
ArrayAnySegment,
FileSegment,
FloatSegment,
IntegerSegment,
NoneSegment,
ObjectSegment,
Segment,
StringSegment,
)
from .types import SegmentType
from .variables import (
ArrayFileVariable,
ArrayNumberVariable,
ArrayObjectVariable,
ArrayStringVariable,
FileVariable,
FloatVariable,
IntegerVariable,
ObjectVariable,
SecretVariable,
StringVariable,
Variable,
)
def build_variable_from_mapping(m: Mapping[str, Any], /) -> Variable:
if (value_type := m.get('value_type')) is None:
raise ValueError('missing value type')
if not m.get('name'):
raise ValueError('missing name')
if (value := m.get('value')) is None:
raise ValueError('missing value')
match value_type:
case SegmentType.STRING:
return StringVariable.model_validate(m)
case SegmentType.SECRET:
return SecretVariable.model_validate(m)
case SegmentType.NUMBER if isinstance(value, int):
return IntegerVariable.model_validate(m)
case SegmentType.NUMBER if isinstance(value, float):
return FloatVariable.model_validate(m)
case SegmentType.NUMBER if not isinstance(value, float | int):
raise ValueError(f'invalid number value {value}')
case SegmentType.FILE:
return FileVariable.model_validate(m)
case SegmentType.OBJECT if isinstance(value, dict):
return ObjectVariable.model_validate(
{**m, 'value': {k: build_variable_from_mapping(v) for k, v in value.items()}}
)
case SegmentType.ARRAY_STRING if isinstance(value, list):
return ArrayStringVariable.model_validate({**m, 'value': [build_variable_from_mapping(v) for v in value]})
case SegmentType.ARRAY_NUMBER if isinstance(value, list):
return ArrayNumberVariable.model_validate({**m, 'value': [build_variable_from_mapping(v) for v in value]})
case SegmentType.ARRAY_OBJECT if isinstance(value, list):
return ArrayObjectVariable.model_validate({**m, 'value': [build_variable_from_mapping(v) for v in value]})
case SegmentType.ARRAY_FILE if isinstance(value, list):
return ArrayFileVariable.model_validate({**m, 'value': [build_variable_from_mapping(v) for v in value]})
raise ValueError(f'not supported value type {value_type}')
def build_segment(value: Any, /) -> Segment:
if value is None:
return NoneSegment()
if isinstance(value, str):
return StringSegment(value=value)
if isinstance(value, int):
return IntegerSegment(value=value)
if isinstance(value, float):
return FloatSegment(value=value)
if isinstance(value, dict):
# TODO: Limit the depth of the object
obj = {k: build_segment(v) for k, v in value.items()}
return ObjectSegment(value=obj)
if isinstance(value, list):
# TODO: Limit the depth of the array
elements = [build_segment(v) for v in value]
return ArrayAnySegment(value=elements)
if isinstance(value, FileVar):
return FileSegment(value=value)
raise ValueError(f'not supported value {value}')