import os import json import typing import asyncio from collections import defaultdict from elasticsearch import AsyncElasticsearch, NotFoundError from elasticsearch.helpers import async_streaming_bulk from scribe.schema.result import Censor from scribe.service import BlockchainReaderService from scribe.db.revertable import RevertableOp from scribe.db.common import TrendingNotification, DB_PREFIXES from scribe.elasticsearch.notifier_protocol import ElasticNotifierProtocol from scribe.elasticsearch.search import IndexVersionMismatch, expand_query from scribe.elasticsearch.constants import ALL_FIELDS, INDEX_DEFAULT_SETTINGS from scribe.elasticsearch.fast_ar_trending import FAST_AR_TRENDING_SCRIPT class ElasticSyncService(BlockchainReaderService): VERSION = 1 def __init__(self, env): super().__init__(env, 'lbry-elastic-writer', thread_workers=1, thread_prefix='lbry-elastic-writer') # self._refresh_interval = 0.1 self._task = None self.index = self.env.es_index_prefix + 'claims' self._elastic_host = env.elastic_host self._elastic_port = env.elastic_port self.sync_timeout = 1800 self.sync_client = None self._es_info_path = os.path.join(env.db_dir, 'es_info') self._last_wrote_height = 0 self._last_wrote_block_hash = None self._touched_claims = set() self._deleted_claims = set() self._removed_during_undo = set() self._trending = defaultdict(list) self._advanced = True self.synchronized = asyncio.Event() self._listeners: typing.List[ElasticNotifierProtocol] = [] self._force_reindex = False async def run_es_notifier(self, synchronized: asyncio.Event): server = await asyncio.get_event_loop().create_server( lambda: ElasticNotifierProtocol(self._listeners), '127.0.0.1', self.env.elastic_notifier_port ) self.log.info("ES notifier server listening on TCP localhost:%i", self.env.elastic_notifier_port) synchronized.set() async with server: await server.serve_forever() def notify_es_notification_listeners(self, height: int, block_hash: bytes): for p in self._listeners: p.send_height(height, block_hash) self.log.info("notify listener %i", height) def _read_es_height(self): info = {} if os.path.exists(self._es_info_path): with open(self._es_info_path, 'r') as f: info.update(json.loads(f.read())) self._last_wrote_height = int(info.get('height', 0)) self._last_wrote_block_hash = info.get('block_hash', None) async def read_es_height(self): await asyncio.get_event_loop().run_in_executor(self._executor, self._read_es_height) def write_es_height(self, height: int, block_hash: str): with open(self._es_info_path, 'w') as f: f.write(json.dumps({'height': height, 'block_hash': block_hash}, indent=2)) self._last_wrote_height = height self._last_wrote_block_hash = block_hash async def get_index_version(self) -> int: try: template = await self.sync_client.indices.get_template(self.index) return template[self.index]['version'] except NotFoundError: return 0 async def set_index_version(self, version): await self.sync_client.indices.put_template( self.index, body={'version': version, 'index_patterns': ['ignored']}, ignore=400 ) async def start_index(self) -> bool: if self.sync_client: return False hosts = [{'host': self._elastic_host, 'port': self._elastic_port}] self.sync_client = AsyncElasticsearch(hosts, timeout=self.sync_timeout) while True: try: await self.sync_client.cluster.health(wait_for_status='yellow') self.log.info("ES is ready to connect to") break except ConnectionError: self.log.warning("Failed to connect to Elasticsearch. Waiting for it!") await asyncio.sleep(1) index_version = await self.get_index_version() res = await self.sync_client.indices.create(self.index, INDEX_DEFAULT_SETTINGS, ignore=400) acked = res.get('acknowledged', False) if acked: await self.set_index_version(self.VERSION) return True elif index_version != self.VERSION: self.log.error("es search index has an incompatible version: %s vs %s", index_version, self.VERSION) raise IndexVersionMismatch(index_version, self.VERSION) else: await self.sync_client.indices.refresh(self.index) return False async def stop_index(self, delete=False): if self.sync_client: if delete: await self.delete_index() await self.sync_client.close() self.sync_client = None async def delete_index(self): if self.sync_client: return await self.sync_client.indices.delete(self.index, ignore_unavailable=True) def update_filter_query(self, censor_type, blockdict, channels=False): blockdict = {blocked.hex(): blocker.hex() for blocked, blocker in blockdict.items()} if channels: update = expand_query(channel_id__in=list(blockdict.keys()), censor_type=f"<{censor_type}") else: update = expand_query(claim_id__in=list(blockdict.keys()), censor_type=f"<{censor_type}") key = 'channel_id' if channels else 'claim_id' update['script'] = { "source": f"ctx._source.censor_type={censor_type}; " f"ctx._source.censoring_channel_id=params[ctx._source.{key}];", "lang": "painless", "params": blockdict } return update async def apply_filters(self, blocked_streams, blocked_channels, filtered_streams, filtered_channels): if filtered_streams: await self.sync_client.update_by_query( self.index, body=self.update_filter_query(Censor.SEARCH, filtered_streams), slices=4) await self.sync_client.indices.refresh(self.index) if filtered_channels: await self.sync_client.update_by_query( self.index, body=self.update_filter_query(Censor.SEARCH, filtered_channels), slices=4) await self.sync_client.indices.refresh(self.index) await self.sync_client.update_by_query( self.index, body=self.update_filter_query(Censor.SEARCH, filtered_channels, True), slices=4) await self.sync_client.indices.refresh(self.index) if blocked_streams: await self.sync_client.update_by_query( self.index, body=self.update_filter_query(Censor.RESOLVE, blocked_streams), slices=4) await self.sync_client.indices.refresh(self.index) if blocked_channels: await self.sync_client.update_by_query( self.index, body=self.update_filter_query(Censor.RESOLVE, blocked_channels), slices=4) await self.sync_client.indices.refresh(self.index) await self.sync_client.update_by_query( self.index, body=self.update_filter_query(Censor.RESOLVE, blocked_channels, True), slices=4) await self.sync_client.indices.refresh(self.index) @staticmethod def _upsert_claim_query(index, claim): return { 'doc': {key: value for key, value in claim.items() if key in ALL_FIELDS}, '_id': claim['claim_id'], '_index': index, '_op_type': 'update', 'doc_as_upsert': True } @staticmethod def _delete_claim_query(index, claim_hash: bytes): return { '_index': index, '_op_type': 'delete', '_id': claim_hash.hex() } @staticmethod def _update_trending_query(index, claim_hash, notifications): return { '_id': claim_hash.hex(), '_index': index, '_op_type': 'update', 'script': { 'lang': 'painless', 'source': FAST_AR_TRENDING_SCRIPT, 'params': {'src': { 'changes': [ { 'height': notification.height, 'prev_amount': notification.prev_amount / 1E8, 'new_amount': notification.new_amount / 1E8, } for notification in notifications ] }} }, } async def _claim_producer(self): for deleted in self._deleted_claims: yield self._delete_claim_query(self.index, deleted) for touched in self._touched_claims: claim = self.db.claim_producer(touched) if claim: yield self._upsert_claim_query(self.index, claim) for claim_hash, notifications in self._trending.items(): yield self._update_trending_query(self.index, claim_hash, notifications) def advance(self, height: int): super().advance(height) touched_or_deleted = self.db.prefix_db.touched_or_deleted.get(height) for k, v in self.db.prefix_db.trending_notification.iterate((height,)): self._trending[k.claim_hash].append(TrendingNotification(k.height, v.previous_amount, v.new_amount)) if touched_or_deleted: readded_after_reorg = self._removed_during_undo.intersection(touched_or_deleted.touched_claims) self._deleted_claims.difference_update(readded_after_reorg) self._touched_claims.update(touched_or_deleted.touched_claims) self._deleted_claims.update(touched_or_deleted.deleted_claims) self._touched_claims.difference_update(self._deleted_claims) for to_del in touched_or_deleted.deleted_claims: if to_del in self._trending: self._trending.pop(to_del) self._advanced = True def unwind(self): reverted_block_hash = self.db.coin.header_hash(self.db.headers[-1]) super().unwind() packed = self.db.prefix_db.undo.get(len(self.db.tx_counts), reverted_block_hash) touched_or_deleted = None claims_to_delete = [] # find and apply the touched_or_deleted items in the undos for the reverted blocks assert packed, f'missing undo information for block {len(self.db.tx_counts)}' while packed: op, packed = RevertableOp.unpack(packed) if op.is_delete and op.key.startswith(DB_PREFIXES.touched_or_deleted.value): assert touched_or_deleted is None, 'only should have one match' touched_or_deleted = self.db.prefix_db.touched_or_deleted.unpack_value(op.value) elif op.is_delete and op.key.startswith(DB_PREFIXES.claim_to_txo.value): v = self.db.prefix_db.claim_to_txo.unpack_value(op.value) if v.root_tx_num == v.tx_num and v.root_tx_num > self.db.tx_counts[-1]: claims_to_delete.append(self.db.prefix_db.claim_to_txo.unpack_key(op.key).claim_hash) if touched_or_deleted: self._touched_claims.update(set(touched_or_deleted.deleted_claims).union( touched_or_deleted.touched_claims.difference(set(claims_to_delete)))) self._deleted_claims.update(claims_to_delete) self._removed_during_undo.update(claims_to_delete) self._advanced = True self.log.warning("delete %i claim and upsert %i from reorg", len(self._deleted_claims), len(self._touched_claims)) async def poll_for_changes(self): await super().poll_for_changes() cnt = 0 success = 0 if self._advanced: if self._touched_claims or self._deleted_claims or self._trending: async for ok, item in async_streaming_bulk( self.sync_client, self._claim_producer(), raise_on_error=False): cnt += 1 if not ok: self.log.warning("indexing failed for an item: %s", item) else: success += 1 await self.sync_client.indices.refresh(self.index) await self.apply_filters( self.db.blocked_streams, self.db.blocked_channels, self.db.filtered_streams, self.db.filtered_channels ) self.write_es_height(self.db.db_height, self.db.db_tip[::-1].hex()) self.log.info("Indexing block %i done. %i/%i successful", self._last_wrote_height, success, cnt) self._touched_claims.clear() self._deleted_claims.clear() self._removed_during_undo.clear() self._trending.clear() self._advanced = False self.synchronized.set() self.notify_es_notification_listeners(self._last_wrote_height, self.db.db_tip) @property def last_synced_height(self) -> int: return self._last_wrote_height async def catch_up(self): last_state = self.db.prefix_db.db_state.get() db_height = last_state.height if last_state and self._last_wrote_height and db_height > self._last_wrote_height: self.log.warning( "syncing ES from block %i to rocksdb height of %i (%i blocks to sync)", self._last_wrote_height, last_state.height, last_state.height - self._last_wrote_height ) for _ in range(self._last_wrote_height + 1, last_state.height + 1): super().unwind() for height in range(self._last_wrote_height + 1, last_state.height + 1): self.advance(height) else: return success = 0 cnt = 0 if self._touched_claims or self._deleted_claims or self._trending: async for ok, item in async_streaming_bulk( self.sync_client, self._claim_producer(), raise_on_error=False): cnt += 1 if not ok: self.log.warning("indexing failed for an item: %s", item) else: success += 1 await self.sync_client.indices.refresh(self.index) await self.apply_filters( self.db.blocked_streams, self.db.blocked_channels, self.db.filtered_streams, self.db.filtered_channels ) self.write_es_height(db_height, last_state.tip[::-1].hex()) self._touched_claims.clear() self._deleted_claims.clear() self._removed_during_undo.clear() self._trending.clear() self._advanced = False self.notify_es_notification_listeners(self._last_wrote_height, last_state.tip) self.log.info("Indexing block %i done. %i/%i successful", self._last_wrote_height, success, cnt) async def reindex(self, force=False): if force or self._last_wrote_height == 0 and self.db.db_height > 0: if self._last_wrote_height == 0: self.log.info("running initial ES indexing of rocksdb at block height %i", self.db.db_height) else: self.log.info("reindex (last wrote: %i, db height: %i)", self._last_wrote_height, self.db.db_height) await self._reindex() async def block_bulk_sync_on_writer_catchup(self): def _check_if_catching_up(): self.db.prefix_db.try_catch_up_with_primary() state = self.db.prefix_db.db_state.get() return state.catching_up loop = asyncio.get_event_loop() catching_up = True while catching_up: catching_up = await loop.run_in_executor(self._executor, _check_if_catching_up) if catching_up: await asyncio.sleep(1) else: return def _iter_start_tasks(self): yield self.block_bulk_sync_on_writer_catchup() yield self.read_es_height() yield self.start_index() yield self.start_cancellable(self.run_es_notifier) yield self.reindex(force=self._force_reindex) yield self.catch_up() self.block_count_metric.set(self.last_state.height) yield self.start_prometheus() yield self.start_cancellable(self.refresh_blocks_forever) def _iter_stop_tasks(self): yield self._stop_cancellable_tasks() yield self.stop_index() def run(self, reindex=False): self._force_reindex = reindex return super().run() async def start(self, reindex=False): self._force_reindex = reindex try: return await super().start() finally: self._force_reindex = False async def _reindex(self): async with self.lock: self.log.info("reindexing %i claims (estimate)", self.db.prefix_db.claim_to_txo.estimate_num_keys()) await self.delete_index() res = await self.sync_client.indices.create(self.index, INDEX_DEFAULT_SETTINGS, ignore=400) acked = res.get('acknowledged', False) if acked: await self.set_index_version(self.VERSION) await self.sync_client.indices.refresh(self.index) self.write_es_height(0, self.env.coin.GENESIS_HASH) await self._sync_all_claims() await self.sync_client.indices.refresh(self.index) self.write_es_height(self.db.db_height, self.db.db_tip[::-1].hex()) self.notify_es_notification_listeners(self.db.db_height, self.db.db_tip) self.log.info("finished reindexing") async def _sync_all_claims(self, batch_size=100000): def load_historic_trending(): notifications = self._trending for k, v in self.db.prefix_db.trending_notification.iterate(): notifications[k.claim_hash].append(TrendingNotification(k.height, v.previous_amount, v.new_amount)) async def all_claims_producer(): async for claim in self.db.all_claims_producer(batch_size=batch_size): yield self._upsert_claim_query(self.index, claim) claim_hash = bytes.fromhex(claim['claim_id']) if claim_hash in self._trending: yield self._update_trending_query(self.index, claim_hash, self._trending.pop(claim_hash)) self._trending.clear() self.log.info("loading about %i historic trending updates", self.db.prefix_db.trending_notification.estimate_num_keys()) await asyncio.get_event_loop().run_in_executor(self._executor, load_historic_trending) self.log.info("loaded historic trending updates for %i claims", len(self._trending)) cnt = 0 success = 0 producer = all_claims_producer() finished = False try: async for ok, item in async_streaming_bulk(self.sync_client, producer, raise_on_error=False): cnt += 1 if not ok: self.log.warning("indexing failed for an item: %s", item) else: success += 1 if cnt % batch_size == 0: self.log.info(f"indexed {success} claims") finished = True await self.sync_client.indices.refresh(self.index) self.log.info("indexed %i/%i claims", success, cnt) finally: if not finished: await producer.aclose() self.shutdown_event.set()