import asyncio from typing import ( Optional, Set, ) import aiopg from aiocrossref import CrossrefClient from aiocrossref.exceptions import ( NotFoundError, WrongContentTypeError, ) from aiokafka import AIOKafkaProducer from library.aiopostgres.pool_holder import AioPostgresPoolHolder from nexus.models.proto.operation_pb2 import \ CrossReferenceOperation as CrossReferenceOperationPb from nexus.models.proto.operation_pb2 import \ DocumentOperation as DocumentOperationPb from nexus.models.proto.scimag_pb2 import Scimag as ScimagPb from pypika import ( PostgreSQLQuery, Table, ) from pypika.terms import Array from .base import BaseAction from .crossref_api import CrossrefApiToScimagPbAction from .exceptions import InterruptProcessing from .scimag import CleanScimagPbAction class SendDocumentOperationUpdateDocumentScimagPbToGoldenPostgresAction(BaseAction): scimag_table = Table('scimag') db_multi_fields = { 'authors', 'ipfs_multihashes', 'issns', 'tags', } db_single_fields = { 'id', 'abstract', 'container_title', 'doi', 'embedding', 'filesize', 'first_page', 'is_deleted', 'issued_at', 'issue', 'journal_id', 'language', 'last_page', 'meta_language', 'md5', 'ref_by_count', 'scimag_bulk_id', 'telegram_file_id', 'title', 'type', 'updated_at', 'volume', } db_fields = db_single_fields | db_multi_fields def __init__(self, database): super().__init__() self.pool_holder = AioPostgresPoolHolder( fn=aiopg.create_pool, dsn=f'dbname={database["database"]} ' f'user={database["username"]} ' f'password={database["password"]} ' f'host={database["host"]}', timeout=30, pool_recycle=60, maxsize=4, ) self.waits.append(self.pool_holder) def cast_field_value(self, field_name: str, field_value): if field_name in self.db_multi_fields: field_value = Array(*field_value) return field_name, field_value def is_field_set(self, scimag_pb: ScimagPb, field_name: str): field_value = getattr(scimag_pb, field_name) if field_name in {'scimag_bulk_id', 'issued_at'}: return scimag_pb.HasField(field_name) return field_value def generate_delete_sql(self, scimag_pb: ScimagPb): return ( PostgreSQLQuery .from_('scimag') .where(self.scimag_table.id == scimag_pb.id) .delete() .get_sql() ) def generate_insert_sql(self, scimag_pb: ScimagPb, fields: Optional[Set[str]] = None): columns = [] inserts = [] fields = fields or self.db_fields for field_name in fields: if self.is_field_set(scimag_pb, field_name): field_value = getattr(scimag_pb, field_name) field_name, field_value = self.cast_field_value(field_name, field_value) columns.append(field_name) inserts.append(field_value) query = PostgreSQLQuery.into(self.scimag_table).columns(*columns).insert(*inserts) if columns: query = query.on_conflict('doi') for field, val in zip(columns, inserts): query = query.do_update(field, val) return query.returning(self.scimag_table.id).get_sql() def generate_update_sql( self, scimag_pb: ScimagPb, fields: Optional[Set[str]] = None, ) -> str: query = ( PostgreSQLQuery .update(self.scimag_table) ) fields = fields or self.db_fields for field_name in fields: if self.is_field_set(scimag_pb, field_name): field_value = getattr(scimag_pb, field_name) field_name, field_value = self.cast_field_value(field_name, field_value) query = query.set(field_name, field_value) return query.where(self.scimag_table.id == scimag_pb.id).get_sql() async def do(self, document_operation_pb: DocumentOperationPb) -> DocumentOperationPb: update_document_pb = document_operation_pb.update_document scimag_pb = update_document_pb.typed_document.scimag fields = update_document_pb.fields or self.db_fields if scimag_pb.id: if not scimag_pb.is_deleted: sql = self.generate_update_sql( scimag_pb, fields=fields, ) else: sql = self.generate_delete_sql(scimag_pb) await self.pool_holder.execute(sql) else: sql = self.generate_insert_sql( scimag_pb=scimag_pb, fields=fields, ) result = await self.pool_holder.execute(sql, fetch=True) scimag_pb.id = result[0][0] return document_operation_pb class SendDocumentOperationUpdateDocumentScimagPbReferencesToKafkaAction(BaseAction): def __init__(self, topic, brokers): super().__init__() self.topic = topic self.brokers = brokers self.producer = None async def start(self): self.producer = self.get_producer() await self.producer.start() async def stop(self): await self.producer.stop() self.producer = None def get_producer(self): return AIOKafkaProducer( loop=asyncio.get_running_loop(), bootstrap_servers=self.brokers, ) async def do(self, document_operation_pb: DocumentOperationPb) -> DocumentOperationPb: update_document_pb = document_operation_pb.update_document scimag_pb = update_document_pb.typed_document.scimag for reference in scimag_pb.references: reference_operation = CrossReferenceOperationPb( source=scimag_pb.doi, target=reference, ) await self.producer.send_and_wait( self.topic, reference_operation.SerializeToString(), ) return document_operation_pb class FillDocumentOperationUpdateDocumentScimagPbFromExternalSourceAction(BaseAction): def __init__(self, crossref): super().__init__() self.crossref_client = CrossrefClient( delay=1.0 / crossref['rps'], max_retries=60, proxy_url=crossref.get('proxy_url'), timeout=crossref.get('timeout'), user_agent=crossref.get('user_agent'), ) self.crossref_api_to_scimag_pb_action = CrossrefApiToScimagPbAction() self.waits.append(self.crossref_client) async def do(self, document_operation_pb: DocumentOperationPb) -> DocumentOperationPb: update_document_pb = document_operation_pb.update_document if not update_document_pb.should_fill_from_external_source: return document_operation_pb scimag_pb = update_document_pb.typed_document.scimag try: crossref_api_response = await self.crossref_client.works(doi=scimag_pb.doi) except (WrongContentTypeError, NotFoundError) as e: raise InterruptProcessing(doc_id=scimag_pb.doi, reason=str(e)) new_scimag_pb = await self.crossref_api_to_scimag_pb_action.do(crossref_api_response) scimag_pb.MergeFrom(new_scimag_pb) return document_operation_pb class CleanDocumentOperationUpdateDocumentScimagPbAction(BaseAction): def __init__(self): super().__init__() self.cleaner = CleanScimagPbAction() self.waits.append(self.cleaner) async def do(self, document_operation_pb: DocumentOperationPb) -> DocumentOperationPb: update_document_pb = document_operation_pb.update_document update_document_pb.typed_document.scimag.CopyFrom(await self.cleaner.do(update_document_pb.typed_document.scimag)) return document_operation_pb