mirror of
https://github.com/infiniflow/ragflow.git
synced 2026-01-03 11:05:30 +08:00
Refa:replace trio with asyncio (#11831)
### What problem does this PR solve? change: replace trio with asyncio ### Type of change - [x] Refactoring
This commit is contained in:
@ -19,6 +19,7 @@
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# beartype_all(conf=BeartypeConf(violation_type=UserWarning)) # <-- emit warnings from all code
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import asyncio
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import copy
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import faulthandler
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import logging
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@ -31,8 +32,6 @@ import traceback
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from datetime import datetime, timezone
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from typing import Any
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import trio
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from api.db.services.connector_service import ConnectorService, SyncLogsService
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from api.db.services.knowledgebase_service import KnowledgebaseService
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from common import settings
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@ -49,7 +48,7 @@ from common.signal_utils import start_tracemalloc_and_snapshot, stop_tracemalloc
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from common.versions import get_ragflow_version
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MAX_CONCURRENT_TASKS = int(os.environ.get("MAX_CONCURRENT_TASKS", "5"))
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task_limiter = trio.Semaphore(MAX_CONCURRENT_TASKS)
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task_limiter = asyncio.Semaphore(MAX_CONCURRENT_TASKS)
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class SyncBase:
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@ -60,75 +59,102 @@ class SyncBase:
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async def __call__(self, task: dict):
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SyncLogsService.start(task["id"], task["connector_id"])
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try:
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async with task_limiter:
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with trio.fail_after(task["timeout_secs"]):
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document_batch_generator = await self._generate(task)
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doc_num = 0
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next_update = datetime(1970, 1, 1, tzinfo=timezone.utc)
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if task["poll_range_start"]:
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next_update = task["poll_range_start"]
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failed_docs = 0
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for document_batch in document_batch_generator:
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if not document_batch:
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continue
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min_update = min([doc.doc_updated_at for doc in document_batch])
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max_update = max([doc.doc_updated_at for doc in document_batch])
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next_update = max([next_update, max_update])
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docs = []
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for doc in document_batch:
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doc_dict = {
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"id": doc.id,
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"connector_id": task["connector_id"],
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"source": self.SOURCE_NAME,
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"semantic_identifier": doc.semantic_identifier,
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"extension": doc.extension,
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"size_bytes": doc.size_bytes,
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"doc_updated_at": doc.doc_updated_at,
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"blob": doc.blob,
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}
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# Add metadata if present
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if doc.metadata:
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doc_dict["metadata"] = doc.metadata
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docs.append(doc_dict)
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try:
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e, kb = KnowledgebaseService.get_by_id(task["kb_id"])
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err, dids = SyncLogsService.duplicate_and_parse(kb, docs, task["tenant_id"], f"{self.SOURCE_NAME}/{task['connector_id']}", task["auto_parse"])
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SyncLogsService.increase_docs(task["id"], min_update, max_update, len(docs), "\n".join(err), len(err))
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doc_num += len(docs)
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except Exception as batch_ex:
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error_msg = str(batch_ex)
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error_code = getattr(batch_ex, 'args', (None,))[0] if hasattr(batch_ex, 'args') else None
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if error_code == 1267 or "collation" in error_msg.lower():
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logging.warning(f"Skipping {len(docs)} document(s) due to database collation conflict (error 1267)")
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for doc in docs:
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logging.debug(f"Skipped: {doc['semantic_identifier']}")
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else:
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logging.error(f"Error processing batch of {len(docs)} documents: {error_msg}")
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failed_docs += len(docs)
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continue
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async with task_limiter:
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try:
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await asyncio.wait_for(self._run_task_logic(task), timeout=task["timeout_secs"])
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prefix = self._get_source_prefix()
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if failed_docs > 0:
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logging.info(f"{prefix}{doc_num} docs synchronized till {next_update} ({failed_docs} skipped)")
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else:
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logging.info(f"{prefix}{doc_num} docs synchronized till {next_update}")
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SyncLogsService.done(task["id"], task["connector_id"])
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task["poll_range_start"] = next_update
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except asyncio.TimeoutError:
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msg = f"Task timeout after {task['timeout_secs']} seconds"
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SyncLogsService.update_by_id(task["id"], {"status": TaskStatus.FAIL, "error_msg": msg})
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return
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except Exception as ex:
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msg = "\n".join(["".join(traceback.format_exception_only(None, ex)).strip(), "".join(traceback.format_exception(None, ex, ex.__traceback__)).strip()])
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SyncLogsService.update_by_id(task["id"], {"status": TaskStatus.FAIL, "full_exception_trace": msg, "error_msg": str(ex)})
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except Exception as ex:
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msg = "\n".join([
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"".join(traceback.format_exception_only(None, ex)).strip(),
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"".join(traceback.format_exception(None, ex, ex.__traceback__)).strip(),
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])
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SyncLogsService.update_by_id(task["id"], {
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"status": TaskStatus.FAIL,
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"full_exception_trace": msg,
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"error_msg": str(ex)
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})
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return
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SyncLogsService.schedule(task["connector_id"], task["kb_id"], task["poll_range_start"])
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async def _run_task_logic(self, task: dict):
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document_batch_generator = await self._generate(task)
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doc_num = 0
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failed_docs = 0
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next_update = datetime(1970, 1, 1, tzinfo=timezone.utc)
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if task["poll_range_start"]:
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next_update = task["poll_range_start"]
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async for document_batch in document_batch_generator: # 如果是 async generator
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if not document_batch:
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continue
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min_update = min(doc.doc_updated_at for doc in document_batch)
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max_update = max(doc.doc_updated_at for doc in document_batch)
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next_update = max(next_update, max_update)
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docs = []
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for doc in document_batch:
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d = {
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"id": doc.id,
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"connector_id": task["connector_id"],
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"source": self.SOURCE_NAME,
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"semantic_identifier": doc.semantic_identifier,
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"extension": doc.extension,
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"size_bytes": doc.size_bytes,
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"doc_updated_at": doc.doc_updated_at,
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"blob": doc.blob,
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}
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if doc.metadata:
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d["metadata"] = doc.metadata
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docs.append(d)
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try:
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e, kb = KnowledgebaseService.get_by_id(task["kb_id"])
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err, dids = SyncLogsService.duplicate_and_parse(
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kb, docs, task["tenant_id"],
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f"{self.SOURCE_NAME}/{task['connector_id']}",
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task["auto_parse"]
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)
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SyncLogsService.increase_docs(
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task["id"], min_update, max_update,
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len(docs), "\n".join(err), len(err)
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)
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doc_num += len(docs)
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except Exception as batch_ex:
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msg = str(batch_ex)
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code = getattr(batch_ex, "args", [None])[0]
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if code == 1267 or "collation" in msg.lower():
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logging.warning(f"Skipping {len(docs)} document(s) due to collation conflict")
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else:
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logging.error(f"Error processing batch: {msg}")
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failed_docs += len(docs)
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continue
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prefix = self._get_source_prefix()
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if failed_docs > 0:
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logging.info(f"{prefix}{doc_num} docs synchronized till {next_update} ({failed_docs} skipped)")
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else:
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logging.info(f"{prefix}{doc_num} docs synchronized till {next_update}")
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SyncLogsService.done(task["id"], task["connector_id"])
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task["poll_range_start"] = next_update
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async def _generate(self, task: dict):
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raise NotImplementedError
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def _get_source_prefix(self):
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return ""
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@ -617,23 +643,33 @@ func_factory = {
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async def dispatch_tasks():
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async with trio.open_nursery() as nursery:
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while True:
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try:
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list(SyncLogsService.list_sync_tasks()[0])
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break
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except Exception as e:
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logging.warning(f"DB is not ready yet: {e}")
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await trio.sleep(3)
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while True:
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try:
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list(SyncLogsService.list_sync_tasks()[0])
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break
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except Exception as e:
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logging.warning(f"DB is not ready yet: {e}")
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await asyncio.sleep(3)
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for task in SyncLogsService.list_sync_tasks()[0]:
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if task["poll_range_start"]:
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task["poll_range_start"] = task["poll_range_start"].astimezone(timezone.utc)
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if task["poll_range_end"]:
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task["poll_range_end"] = task["poll_range_end"].astimezone(timezone.utc)
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func = func_factory[task["source"]](task["config"])
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nursery.start_soon(func, task)
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await trio.sleep(1)
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tasks = []
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for task in SyncLogsService.list_sync_tasks()[0]:
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if task["poll_range_start"]:
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task["poll_range_start"] = task["poll_range_start"].astimezone(timezone.utc)
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if task["poll_range_end"]:
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task["poll_range_end"] = task["poll_range_end"].astimezone(timezone.utc)
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func = func_factory[task["source"]](task["config"])
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tasks.append(asyncio.create_task(func(task)))
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try:
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await asyncio.gather(*tasks, return_exceptions=False)
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except Exception as e:
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logging.error(f"Error in dispatch_tasks: {e}")
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for t in tasks:
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t.cancel()
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await asyncio.gather(*tasks, return_exceptions=True)
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raise
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await asyncio.sleep(1)
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stop_event = threading.Event()
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@ -678,4 +714,4 @@ async def main():
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if __name__ == "__main__":
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faulthandler.enable()
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init_root_logger(CONSUMER_NAME)
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trio.run(main)
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asyncio.run(main)
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@ -12,6 +12,7 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import asyncio
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import socket
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import concurrent
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# from beartype import BeartypeConf
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@ -46,7 +47,6 @@ from functools import partial
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from multiprocessing.context import TimeoutError
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from timeit import default_timer as timer
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import signal
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import trio
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import exceptiongroup
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import faulthandler
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import numpy as np
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@ -114,11 +114,11 @@ CURRENT_TASKS = {}
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MAX_CONCURRENT_TASKS = int(os.environ.get('MAX_CONCURRENT_TASKS', "5"))
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MAX_CONCURRENT_CHUNK_BUILDERS = int(os.environ.get('MAX_CONCURRENT_CHUNK_BUILDERS', "1"))
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MAX_CONCURRENT_MINIO = int(os.environ.get('MAX_CONCURRENT_MINIO', '10'))
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task_limiter = trio.Semaphore(MAX_CONCURRENT_TASKS)
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chunk_limiter = trio.CapacityLimiter(MAX_CONCURRENT_CHUNK_BUILDERS)
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embed_limiter = trio.CapacityLimiter(MAX_CONCURRENT_CHUNK_BUILDERS)
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minio_limiter = trio.CapacityLimiter(MAX_CONCURRENT_MINIO)
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kg_limiter = trio.CapacityLimiter(2)
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task_limiter = asyncio.Semaphore(MAX_CONCURRENT_TASKS)
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chunk_limiter = asyncio.Semaphore(MAX_CONCURRENT_CHUNK_BUILDERS)
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embed_limiter = asyncio.Semaphore(MAX_CONCURRENT_CHUNK_BUILDERS)
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minio_limiter = asyncio.Semaphore(MAX_CONCURRENT_MINIO)
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kg_limiter = asyncio.Semaphore(2)
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WORKER_HEARTBEAT_TIMEOUT = int(os.environ.get('WORKER_HEARTBEAT_TIMEOUT', '120'))
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stop_event = threading.Event()
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@ -219,7 +219,7 @@ async def collect():
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async def get_storage_binary(bucket, name):
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return await trio.to_thread.run_sync(lambda: settings.STORAGE_IMPL.get(bucket, name))
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return await asyncio.to_thread(settings.STORAGE_IMPL.get, bucket, name)
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@timeout(60*80, 1)
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@ -250,9 +250,18 @@ async def build_chunks(task, progress_callback):
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try:
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async with chunk_limiter:
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cks = await trio.to_thread.run_sync(lambda: chunker.chunk(task["name"], binary=binary, from_page=task["from_page"],
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to_page=task["to_page"], lang=task["language"], callback=progress_callback,
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kb_id=task["kb_id"], parser_config=task["parser_config"], tenant_id=task["tenant_id"]))
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cks = await asyncio.to_thread(
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chunker.chunk,
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task["name"],
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binary=binary,
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from_page=task["from_page"],
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to_page=task["to_page"],
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lang=task["language"],
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callback=progress_callback,
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kb_id=task["kb_id"],
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parser_config=task["parser_config"],
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tenant_id=task["tenant_id"],
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)
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logging.info("Chunking({}) {}/{} done".format(timer() - st, task["location"], task["name"]))
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except TaskCanceledException:
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raise
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@ -290,9 +299,17 @@ async def build_chunks(task, progress_callback):
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"Saving image of chunk {}/{}/{} got exception".format(task["location"], task["name"], d["id"]))
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raise
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async with trio.open_nursery() as nursery:
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for ck in cks:
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nursery.start_soon(upload_to_minio, doc, ck)
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tasks = []
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for ck in cks:
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tasks.append(asyncio.create_task(upload_to_minio(doc, ck)))
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try:
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await asyncio.gather(*tasks, return_exceptions=False)
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except Exception as e:
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logging.error(f"MINIO PUT({task['name']}) got exception: {e}")
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for t in tasks:
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t.cancel()
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await asyncio.gather(*tasks, return_exceptions=True)
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raise
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el = timer() - st
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logging.info("MINIO PUT({}) cost {:.3f} s".format(task["name"], el))
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@ -306,15 +323,28 @@ async def build_chunks(task, progress_callback):
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cached = get_llm_cache(chat_mdl.llm_name, d["content_with_weight"], "keywords", {"topn": topn})
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if not cached:
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async with chat_limiter:
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cached = await trio.to_thread.run_sync(lambda: keyword_extraction(chat_mdl, d["content_with_weight"], topn))
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cached = await asyncio.to_thread(
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keyword_extraction,
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chat_mdl,
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d["content_with_weight"],
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topn,
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)
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set_llm_cache(chat_mdl.llm_name, d["content_with_weight"], cached, "keywords", {"topn": topn})
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if cached:
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d["important_kwd"] = cached.split(",")
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d["important_tks"] = rag_tokenizer.tokenize(" ".join(d["important_kwd"]))
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return
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async with trio.open_nursery() as nursery:
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for d in docs:
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nursery.start_soon(doc_keyword_extraction, chat_mdl, d, task["parser_config"]["auto_keywords"])
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tasks = []
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for d in docs:
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tasks.append(asyncio.create_task(doc_keyword_extraction(chat_mdl, d, task["parser_config"]["auto_keywords"])))
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try:
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await asyncio.gather(*tasks, return_exceptions=False)
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except Exception as e:
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logging.error("Error in doc_keyword_extraction: {}".format(e))
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for t in tasks:
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t.cancel()
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await asyncio.gather(*tasks, return_exceptions=True)
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raise
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progress_callback(msg="Keywords generation {} chunks completed in {:.2f}s".format(len(docs), timer() - st))
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if task["parser_config"].get("auto_questions", 0):
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@ -326,14 +356,27 @@ async def build_chunks(task, progress_callback):
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cached = get_llm_cache(chat_mdl.llm_name, d["content_with_weight"], "question", {"topn": topn})
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if not cached:
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async with chat_limiter:
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cached = await trio.to_thread.run_sync(lambda: question_proposal(chat_mdl, d["content_with_weight"], topn))
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cached = await asyncio.to_thread(
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question_proposal,
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chat_mdl,
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d["content_with_weight"],
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topn,
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)
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set_llm_cache(chat_mdl.llm_name, d["content_with_weight"], cached, "question", {"topn": topn})
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if cached:
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d["question_kwd"] = cached.split("\n")
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d["question_tks"] = rag_tokenizer.tokenize("\n".join(d["question_kwd"]))
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async with trio.open_nursery() as nursery:
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for d in docs:
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nursery.start_soon(doc_question_proposal, chat_mdl, d, task["parser_config"]["auto_questions"])
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tasks = []
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for d in docs:
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tasks.append(asyncio.create_task(doc_question_proposal(chat_mdl, d, task["parser_config"]["auto_questions"])))
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try:
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await asyncio.gather(*tasks, return_exceptions=False)
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except Exception as e:
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logging.error("Error in doc_question_proposal", exc_info=e)
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for t in tasks:
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t.cancel()
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await asyncio.gather(*tasks, return_exceptions=True)
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raise
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progress_callback(msg="Question generation {} chunks completed in {:.2f}s".format(len(docs), timer() - st))
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if task["kb_parser_config"].get("tag_kb_ids", []):
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@ -371,15 +414,30 @@ async def build_chunks(task, progress_callback):
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if not picked_examples:
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picked_examples.append({"content": "This is an example", TAG_FLD: {'example': 1}})
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async with chat_limiter:
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cached = await trio.to_thread.run_sync(lambda: content_tagging(chat_mdl, d["content_with_weight"], all_tags, picked_examples, topn=topn_tags))
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cached = await asyncio.to_thread(
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content_tagging,
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chat_mdl,
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d["content_with_weight"],
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||||
all_tags,
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||||
picked_examples,
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||||
topn_tags,
|
||||
)
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if cached:
|
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cached = json.dumps(cached)
|
||||
if cached:
|
||||
set_llm_cache(chat_mdl.llm_name, d["content_with_weight"], cached, all_tags, {"topn": topn_tags})
|
||||
d[TAG_FLD] = json.loads(cached)
|
||||
async with trio.open_nursery() as nursery:
|
||||
for d in docs_to_tag:
|
||||
nursery.start_soon(doc_content_tagging, chat_mdl, d, topn_tags)
|
||||
tasks = []
|
||||
for d in docs_to_tag:
|
||||
tasks.append(asyncio.create_task(doc_content_tagging(chat_mdl, d, topn_tags)))
|
||||
try:
|
||||
await asyncio.gather(*tasks, return_exceptions=False)
|
||||
except Exception as e:
|
||||
logging.error("Error tagging docs: {}".format(e))
|
||||
for t in tasks:
|
||||
t.cancel()
|
||||
await asyncio.gather(*tasks, return_exceptions=True)
|
||||
raise
|
||||
progress_callback(msg="Tagging {} chunks completed in {:.2f}s".format(len(docs), timer() - st))
|
||||
|
||||
return docs
|
||||
@ -392,7 +450,7 @@ def build_TOC(task, docs, progress_callback):
|
||||
d.get("page_num_int", 0)[0] if isinstance(d.get("page_num_int", 0), list) else d.get("page_num_int", 0),
|
||||
d.get("top_int", 0)[0] if isinstance(d.get("top_int", 0), list) else d.get("top_int", 0)
|
||||
))
|
||||
toc: list[dict] = trio.run(run_toc_from_text, [d["content_with_weight"] for d in docs], chat_mdl, progress_callback)
|
||||
toc: list[dict] = asyncio.run(run_toc_from_text([d["content_with_weight"] for d in docs], chat_mdl, progress_callback))
|
||||
logging.info("------------ T O C -------------\n"+json.dumps(toc, ensure_ascii=False, indent=' '))
|
||||
ii = 0
|
||||
while ii < len(toc):
|
||||
@ -440,7 +498,7 @@ async def embedding(docs, mdl, parser_config=None, callback=None):
|
||||
|
||||
tk_count = 0
|
||||
if len(tts) == len(cnts):
|
||||
vts, c = await trio.to_thread.run_sync(lambda: mdl.encode(tts[0: 1]))
|
||||
vts, c = await asyncio.to_thread(mdl.encode, tts[0:1])
|
||||
tts = np.tile(vts[0], (len(cnts), 1))
|
||||
tk_count += c
|
||||
|
||||
@ -452,7 +510,7 @@ async def embedding(docs, mdl, parser_config=None, callback=None):
|
||||
cnts_ = np.array([])
|
||||
for i in range(0, len(cnts), settings.EMBEDDING_BATCH_SIZE):
|
||||
async with embed_limiter:
|
||||
vts, c = await trio.to_thread.run_sync(lambda: batch_encode(cnts[i: i + settings.EMBEDDING_BATCH_SIZE]))
|
||||
vts, c = await asyncio.to_thread(batch_encode, cnts[i : i + settings.EMBEDDING_BATCH_SIZE])
|
||||
if len(cnts_) == 0:
|
||||
cnts_ = vts
|
||||
else:
|
||||
@ -535,7 +593,7 @@ async def run_dataflow(task: dict):
|
||||
prog = 0.8
|
||||
for i in range(0, len(texts), settings.EMBEDDING_BATCH_SIZE):
|
||||
async with embed_limiter:
|
||||
vts, c = await trio.to_thread.run_sync(lambda: batch_encode(texts[i : i + settings.EMBEDDING_BATCH_SIZE]))
|
||||
vts, c = await asyncio.to_thread(batch_encode, texts[i : i + settings.EMBEDDING_BATCH_SIZE])
|
||||
if len(vects) == 0:
|
||||
vects = vts
|
||||
else:
|
||||
@ -742,14 +800,14 @@ async def insert_es(task_id, task_tenant_id, task_dataset_id, chunks, progress_c
|
||||
mothers.append(mom_ck)
|
||||
|
||||
for b in range(0, len(mothers), settings.DOC_BULK_SIZE):
|
||||
await trio.to_thread.run_sync(lambda: settings.docStoreConn.insert(mothers[b:b + settings.DOC_BULK_SIZE], search.index_name(task_tenant_id), task_dataset_id))
|
||||
await asyncio.to_thread(settings.docStoreConn.insert,mothers[b:b + settings.DOC_BULK_SIZE],search.index_name(task_tenant_id),task_dataset_id,)
|
||||
task_canceled = has_canceled(task_id)
|
||||
if task_canceled:
|
||||
progress_callback(-1, msg="Task has been canceled.")
|
||||
return False
|
||||
|
||||
for b in range(0, len(chunks), settings.DOC_BULK_SIZE):
|
||||
doc_store_result = await trio.to_thread.run_sync(lambda: settings.docStoreConn.insert(chunks[b:b + settings.DOC_BULK_SIZE], search.index_name(task_tenant_id), task_dataset_id))
|
||||
doc_store_result = await asyncio.to_thread(settings.docStoreConn.insert,chunks[b:b + settings.DOC_BULK_SIZE],search.index_name(task_tenant_id),task_dataset_id,)
|
||||
task_canceled = has_canceled(task_id)
|
||||
if task_canceled:
|
||||
progress_callback(-1, msg="Task has been canceled.")
|
||||
@ -766,10 +824,18 @@ async def insert_es(task_id, task_tenant_id, task_dataset_id, chunks, progress_c
|
||||
TaskService.update_chunk_ids(task_id, chunk_ids_str)
|
||||
except DoesNotExist:
|
||||
logging.warning(f"do_handle_task update_chunk_ids failed since task {task_id} is unknown.")
|
||||
doc_store_result = await trio.to_thread.run_sync(lambda: settings.docStoreConn.delete({"id": chunk_ids}, search.index_name(task_tenant_id), task_dataset_id))
|
||||
async with trio.open_nursery() as nursery:
|
||||
for chunk_id in chunk_ids:
|
||||
nursery.start_soon(delete_image, task_dataset_id, chunk_id)
|
||||
doc_store_result = await asyncio.to_thread(settings.docStoreConn.delete,{"id": chunk_ids},search.index_name(task_tenant_id),task_dataset_id,)
|
||||
tasks = []
|
||||
for chunk_id in chunk_ids:
|
||||
tasks.append(asyncio.create_task(delete_image(task_dataset_id, chunk_id)))
|
||||
try:
|
||||
await asyncio.gather(*tasks, return_exceptions=False)
|
||||
except Exception as e:
|
||||
logging.error(f"delete_image failed: {e}")
|
||||
for t in tasks:
|
||||
t.cancel()
|
||||
await asyncio.gather(*tasks, return_exceptions=True)
|
||||
raise
|
||||
progress_callback(-1, msg=f"Chunk updates failed since task {task_id} is unknown.")
|
||||
return False
|
||||
return True
|
||||
@ -859,7 +925,7 @@ async def do_handle_task(task):
|
||||
file_type = task.get("type", "")
|
||||
parser_id = task.get("parser_id", "")
|
||||
raptor_config = kb_parser_config.get("raptor", {})
|
||||
|
||||
|
||||
if should_skip_raptor(file_type, parser_id, task_parser_config, raptor_config):
|
||||
skip_reason = get_skip_reason(file_type, parser_id, task_parser_config)
|
||||
logging.info(f"Skipping Raptor for document {task_document_name}: {skip_reason}")
|
||||
@ -994,7 +1060,7 @@ async def handle_task():
|
||||
global DONE_TASKS, FAILED_TASKS
|
||||
redis_msg, task = await collect()
|
||||
if not task:
|
||||
await trio.sleep(5)
|
||||
await asyncio.sleep(5)
|
||||
return
|
||||
|
||||
task_type = task["task_type"]
|
||||
@ -1091,7 +1157,7 @@ async def report_status():
|
||||
logging.exception("report_status got exception")
|
||||
finally:
|
||||
redis_lock.release()
|
||||
await trio.sleep(30)
|
||||
await asyncio.sleep(30)
|
||||
|
||||
|
||||
async def task_manager():
|
||||
@ -1127,14 +1193,22 @@ async def main():
|
||||
signal.signal(signal.SIGINT, signal_handler)
|
||||
signal.signal(signal.SIGTERM, signal_handler)
|
||||
|
||||
async with trio.open_nursery() as nursery:
|
||||
nursery.start_soon(report_status)
|
||||
report_task = asyncio.create_task(report_status())
|
||||
tasks = []
|
||||
try:
|
||||
while not stop_event.is_set():
|
||||
await task_limiter.acquire()
|
||||
nursery.start_soon(task_manager)
|
||||
t = asyncio.create_task(task_manager())
|
||||
tasks.append(t)
|
||||
finally:
|
||||
for t in tasks:
|
||||
t.cancel()
|
||||
await asyncio.gather(*tasks, return_exceptions=True)
|
||||
report_task.cancel()
|
||||
await asyncio.gather(report_task, return_exceptions=True)
|
||||
logging.error("BUG!!! You should not reach here!!!")
|
||||
|
||||
if __name__ == "__main__":
|
||||
faulthandler.enable()
|
||||
init_root_logger(CONSUMER_NAME)
|
||||
trio.run(main)
|
||||
asyncio.run(main())
|
||||
|
||||
Reference in New Issue
Block a user