dify / api /fields /workflow_fields.py
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from flask_restful import fields
from core.helper import encrypter
from core.variables import SecretVariable, SegmentType, Variable
from fields.member_fields import simple_account_fields
from libs.helper import TimestampField
ENVIRONMENT_VARIABLE_SUPPORTED_TYPES = (SegmentType.STRING, SegmentType.NUMBER, SegmentType.SECRET)
class EnvironmentVariableField(fields.Raw):
def format(self, value):
# Mask secret variables values in environment_variables
if isinstance(value, SecretVariable):
return {
"id": value.id,
"name": value.name,
"value": encrypter.obfuscated_token(value.value),
"value_type": value.value_type.value,
}
if isinstance(value, Variable):
return {
"id": value.id,
"name": value.name,
"value": value.value,
"value_type": value.value_type.value,
}
if isinstance(value, dict):
value_type = value.get("value_type")
if value_type not in ENVIRONMENT_VARIABLE_SUPPORTED_TYPES:
raise ValueError(f"Unsupported environment variable value type: {value_type}")
return value
conversation_variable_fields = {
"id": fields.String,
"name": fields.String,
"value_type": fields.String(attribute="value_type.value"),
"value": fields.Raw,
"description": fields.String,
}
workflow_fields = {
"id": fields.String,
"graph": fields.Raw(attribute="graph_dict"),
"features": fields.Raw(attribute="features_dict"),
"hash": fields.String(attribute="unique_hash"),
"created_by": fields.Nested(simple_account_fields, attribute="created_by_account"),
"created_at": TimestampField,
"updated_by": fields.Nested(simple_account_fields, attribute="updated_by_account", allow_null=True),
"updated_at": TimestampField,
"tool_published": fields.Boolean,
"environment_variables": fields.List(EnvironmentVariableField()),
"conversation_variables": fields.List(fields.Nested(conversation_variable_fields)),
}
workflow_partial_fields = {
"id": fields.String,
"created_by": fields.String,
"created_at": TimestampField,
"updated_by": fields.String,
"updated_at": TimestampField,
}