dify/api/fields/hit_testing_fields.py

from flask_restful import fields
from libs.helper import TimestampField

document_fields = {
    'id': fields.String,
    'data_source_type': fields.String,
    'name': fields.String,
    'doc_type': fields.String,
}

segment_fields = {
    'id': fields.String,
    'position': fields.Integer,
    'document_id': fields.String,
    'content': fields.String,
    'answer': fields.String,
    'word_count': fields.Integer,
    'tokens': fields.Integer,
    'keywords': fields.List(fields.String),
    'index_node_id': fields.String,
    'index_node_hash': fields.String,
    'hit_count': fields.Integer,
    'enabled': fields.Boolean,
    'disabled_at': TimestampField,
    'disabled_by': fields.String,
    'status': fields.String,
    'created_by': fields.String,
    'created_at': TimestampField,
    'indexing_at': TimestampField,
    'completed_at': TimestampField,
    'error': fields.String,
    'stopped_at': TimestampField,
    'document': fields.Nested(document_fields),
}

hit_testing_record_fields = {
    'segment': fields.Nested(segment_fields),
    'score': fields.Float,
    'tsne_position': fields.Raw
}