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from flask_restful import fields
from fields.member_fields import simple_account_fields
from libs.helper import TimestampField
from .raws import FilesContainedField
class MessageTextField(fields.Raw):
def format(self, value):
return value[0]["text"] if value else ""
feedback_fields = {
"rating": fields.String,
"content": fields.String,
"from_source": fields.String,
"from_end_user_id": fields.String,
"from_account": fields.Nested(simple_account_fields, allow_null=True),
}
annotation_fields = {
"id": fields.String,
"question": fields.String,
"content": fields.String,
"account": fields.Nested(simple_account_fields, allow_null=True),
"created_at": TimestampField,
}
annotation_hit_history_fields = {
"annotation_id": fields.String(attribute="id"),
"annotation_create_account": fields.Nested(simple_account_fields, allow_null=True),
"created_at": TimestampField,
}
message_file_fields = {
"id": fields.String,
"filename": fields.String,
"type": fields.String,
"url": fields.String,
"mime_type": fields.String,
"size": fields.Integer,
"transfer_method": fields.String,
"belongs_to": fields.String(default="user"),
}
agent_thought_fields = {
"id": fields.String,
"chain_id": fields.String,
"message_id": fields.String,
"position": fields.Integer,
"thought": fields.String,
"tool": fields.String,
"tool_labels": fields.Raw,
"tool_input": fields.String,
"created_at": TimestampField,
"observation": fields.String,
"files": fields.List(fields.String),
}
message_detail_fields = {
"id": fields.String,
"conversation_id": fields.String,
"inputs": FilesContainedField,
"query": fields.String,
"message": fields.Raw,
"message_tokens": fields.Integer,
"answer": fields.String(attribute="re_sign_file_url_answer"),
"answer_tokens": fields.Integer,
"provider_response_latency": fields.Float,
"from_source": fields.String,
"from_end_user_id": fields.String,
"from_account_id": fields.String,
"feedbacks": fields.List(fields.Nested(feedback_fields)),
"workflow_run_id": fields.String,
"annotation": fields.Nested(annotation_fields, allow_null=True),
"annotation_hit_history": fields.Nested(annotation_hit_history_fields, allow_null=True),
"created_at": TimestampField,
"agent_thoughts": fields.List(fields.Nested(agent_thought_fields)),
"message_files": fields.List(fields.Nested(message_file_fields)),
"metadata": fields.Raw(attribute="message_metadata_dict"),
"status": fields.String,
"error": fields.String,
"parent_message_id": fields.String,
}
feedback_stat_fields = {"like": fields.Integer, "dislike": fields.Integer}
model_config_fields = {
"opening_statement": fields.String,
"suggested_questions": fields.Raw,
"model": fields.Raw,
"user_input_form": fields.Raw,
"pre_prompt": fields.String,
"agent_mode": fields.Raw,
}
simple_configs_fields = {
"prompt_template": fields.String,
}
simple_model_config_fields = {
"model": fields.Raw(attribute="model_dict"),
"pre_prompt": fields.String,
}
simple_message_detail_fields = {
"inputs": FilesContainedField,
"query": fields.String,
"message": MessageTextField,
"answer": fields.String,
}
conversation_fields = {
"id": fields.String,
"status": fields.String,
"from_source": fields.String,
"from_end_user_id": fields.String,
"from_end_user_session_id": fields.String(),
"from_account_id": fields.String,
"from_account_name": fields.String,
"read_at": TimestampField,
"created_at": TimestampField,
"updated_at": TimestampField,
"annotation": fields.Nested(annotation_fields, allow_null=True),
"model_config": fields.Nested(simple_model_config_fields),
"user_feedback_stats": fields.Nested(feedback_stat_fields),
"admin_feedback_stats": fields.Nested(feedback_stat_fields),
"message": fields.Nested(simple_message_detail_fields, attribute="first_message"),
}
conversation_pagination_fields = {
"page": fields.Integer,
"limit": fields.Integer(attribute="per_page"),
"total": fields.Integer,
"has_more": fields.Boolean(attribute="has_next"),
"data": fields.List(fields.Nested(conversation_fields), attribute="items"),
}
conversation_message_detail_fields = {
"id": fields.String,
"status": fields.String,
"from_source": fields.String,
"from_end_user_id": fields.String,
"from_account_id": fields.String,
"created_at": TimestampField,
"model_config": fields.Nested(model_config_fields),
"message": fields.Nested(message_detail_fields, attribute="first_message"),
}
conversation_with_summary_fields = {
"id": fields.String,
"status": fields.String,
"from_source": fields.String,
"from_end_user_id": fields.String,
"from_end_user_session_id": fields.String,
"from_account_id": fields.String,
"from_account_name": fields.String,
"name": fields.String,
"summary": fields.String(attribute="summary_or_query"),
"read_at": TimestampField,
"created_at": TimestampField,
"updated_at": TimestampField,
"annotated": fields.Boolean,
"model_config": fields.Nested(simple_model_config_fields),
"message_count": fields.Integer,
"user_feedback_stats": fields.Nested(feedback_stat_fields),
"admin_feedback_stats": fields.Nested(feedback_stat_fields),
}
conversation_with_summary_pagination_fields = {
"page": fields.Integer,
"limit": fields.Integer(attribute="per_page"),
"total": fields.Integer,
"has_more": fields.Boolean(attribute="has_next"),
"data": fields.List(fields.Nested(conversation_with_summary_fields), attribute="items"),
}
conversation_detail_fields = {
"id": fields.String,
"status": fields.String,
"from_source": fields.String,
"from_end_user_id": fields.String,
"from_account_id": fields.String,
"created_at": TimestampField,
"updated_at": TimestampField,
"annotated": fields.Boolean,
"introduction": fields.String,
"model_config": fields.Nested(model_config_fields),
"message_count": fields.Integer,
"user_feedback_stats": fields.Nested(feedback_stat_fields),
"admin_feedback_stats": fields.Nested(feedback_stat_fields),
}
simple_conversation_fields = {
"id": fields.String,
"name": fields.String,
"inputs": FilesContainedField,
"status": fields.String,
"introduction": fields.String,
"created_at": TimestampField,
"updated_at": TimestampField,
}
conversation_infinite_scroll_pagination_fields = {
"limit": fields.Integer,
"has_more": fields.Boolean,
"data": fields.List(fields.Nested(simple_conversation_fields)),
}
conversation_with_model_config_fields = {
**simple_conversation_fields,
"model_config": fields.Raw,
}
conversation_with_model_config_infinite_scroll_pagination_fields = {
"limit": fields.Integer,
"has_more": fields.Boolean,
"data": fields.List(fields.Nested(conversation_with_model_config_fields)),
}
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