ragflow/api/db/services/document_service.py

#
#  Copyright 2019 The RAG Flow Authors. All Rights Reserved.
#
#  Licensed under the Apache License, Version 2.0 (the "License");
#  you may not use this file except in compliance with the License.
#  You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
#  Unless required by applicable law or agreed to in writing, software
#  distributed under the License is distributed on an "AS IS" BASIS,
#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
#  See the License for the specific language governing permissions and
#  limitations under the License.
#
from peewee import Expression

from web_server.db import TenantPermission, FileType
from web_server.db.db_models import DB, Knowledgebase, Tenant
from web_server.db.db_models import Document
from web_server.db.services.common_service import CommonService
from web_server.db.services.kb_service import KnowledgebaseService
from web_server.db.db_utils import StatusEnum


class DocumentService(CommonService):
    model = Document

    @classmethod
    @DB.connection_context()
    def get_by_kb_id(cls, kb_id, page_number, items_per_page,
                     orderby, desc, keywords):
        if keywords:
            docs = cls.model.select().where(
                cls.model.kb_id == kb_id,
                cls.model.name.like(f"%%{keywords}%%"))
        else:
            docs = cls.model.select().where(cls.model.kb_id == kb_id)
        if desc:
            docs = docs.order_by(cls.model.getter_by(orderby).desc())
        else:
            docs = docs.order_by(cls.model.getter_by(orderby).asc())

        docs = docs.paginate(page_number, items_per_page)

        return list(docs.dicts())

    @classmethod
    @DB.connection_context()
    def insert(cls, doc):
        if not cls.save(**doc):
            raise RuntimeError("Database error (Document)!")
        e, doc = cls.get_by_id(doc["id"])
        if not e:
            raise RuntimeError("Database error (Document retrieval)!")
        e, kb = KnowledgebaseService.get_by_id(doc.kb_id)
        if not KnowledgebaseService.update_by_id(
                kb.id, {"doc_num": kb.doc_num + 1}):
            raise RuntimeError("Database error (Knowledgebase)!")
        return doc

    @classmethod
    @DB.connection_context()
    def get_newly_uploaded(cls, tm, mod, comm, items_per_page=64):
        fields = [cls.model.id, cls.model.kb_id, cls.model.parser_id, cls.model.name, cls.model.location, cls.model.size, Knowledgebase.tenant_id, Tenant.embd_id, Tenant.img2txt_id, cls.model.update_time]
        docs = cls.model.select(*fields) \
            .join(Knowledgebase, on=(cls.model.kb_id == Knowledgebase.id)) \
            .join(Tenant, on=(Knowledgebase.tenant_id == Tenant.id))\
            .where(
                cls.model.status == StatusEnum.VALID.value,
                ~(cls.model.type == FileType.VIRTUAL.value),
                cls.model.progress == 0,
                cls.model.update_time >= tm,
                (Expression(cls.model.create_time, "%%", comm) == mod))\
            .order_by(cls.model.update_time.asc())\
            .paginate(1, items_per_page)
        return list(docs.dicts())

    @classmethod
    @DB.connection_context()
    def increment_chunk_num(cls, doc_id, kb_id, token_num, chunk_num, duation):
        num = cls.model.update(token_num=cls.model.token_num + token_num,
                                   chunk_num=cls.model.chunk_num + chunk_num,
                                   process_duation=cls.model.process_duation+duation).where(
            cls.model.id == doc_id).execute()
        if num == 0:raise LookupError("Document not found which is supposed to be there")
        num = Knowledgebase.update(token_num=Knowledgebase.token_num+token_num, chunk_num=Knowledgebase.chunk_num+chunk_num).where(Knowledgebase.id==kb_id).execute()
        return num

    @classmethod
    @DB.connection_context()
    def get_tenant_id(cls, doc_id):
        docs = cls.model.select(Knowledgebase.tenant_id).join(Knowledgebase, on=(Knowledgebase.id == cls.model.kb_id)).where(cls.model.id == doc_id, Knowledgebase.status==StatusEnum.VALID.value)
        docs = docs.dicts()
        if not docs:return
        return docs[0]["tenant_id"]