# Copyright 2019 Google LLC # # 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. """Shared helper functions for tqdm progress bar.""" import concurrent.futures import sys import time import typing from typing import Optional import warnings try: import tqdm # type: ignore except ImportError: tqdm = None try: import tqdm.notebook as tqdm_notebook # type: ignore except ImportError: tqdm_notebook = None if typing.TYPE_CHECKING: # pragma: NO COVER from google.cloud.bigquery import QueryJob from google.cloud.bigquery.table import RowIterator _NO_TQDM_ERROR = ( "A progress bar was requested, but there was an error loading the tqdm " "library. Please install tqdm to use the progress bar functionality." ) _PROGRESS_BAR_UPDATE_INTERVAL = 0.5 def get_progress_bar(progress_bar_type, description, total, unit): """Construct a tqdm progress bar object, if tqdm is installed.""" if tqdm is None or tqdm_notebook is None and progress_bar_type == "tqdm_notebook": if progress_bar_type is not None: warnings.warn(_NO_TQDM_ERROR, UserWarning, stacklevel=3) return None try: if progress_bar_type == "tqdm": return tqdm.tqdm( bar_format="{l_bar}{bar}|", colour="green", desc=description, file=sys.stdout, total=total, unit=unit, ) elif progress_bar_type == "tqdm_notebook": return tqdm_notebook.tqdm( bar_format="{l_bar}{bar}|", desc=description, file=sys.stdout, total=total, unit=unit, ) elif progress_bar_type == "tqdm_gui": return tqdm.tqdm_gui(desc=description, total=total, unit=unit) except (KeyError, TypeError): # pragma: NO COVER # Protect ourselves from any tqdm errors. In case of # unexpected tqdm behavior, just fall back to showing # no progress bar. warnings.warn(_NO_TQDM_ERROR, UserWarning, stacklevel=3) return None def wait_for_query( query_job: "QueryJob", progress_bar_type: Optional[str] = None, max_results: Optional[int] = None, ) -> "RowIterator": """Return query result and display a progress bar while the query running, if tqdm is installed. Args: query_job: The job representing the execution of the query on the server. progress_bar_type: The type of progress bar to use to show query progress. max_results: The maximum number of rows the row iterator should return. Returns: A row iterator over the query results. """ default_total = 1 current_stage = None start_time = time.perf_counter() progress_bar = get_progress_bar( progress_bar_type, "Query is running", default_total, "query" ) if progress_bar is None: return query_job.result(max_results=max_results) i = 0 while True: if query_job.query_plan: default_total = len(query_job.query_plan) current_stage = query_job.query_plan[i] progress_bar.total = len(query_job.query_plan) progress_bar.set_description( f"Query executing stage {current_stage.name} and status {current_stage.status} : {time.perf_counter() - start_time:.2f}s" ) try: query_result = query_job.result( timeout=_PROGRESS_BAR_UPDATE_INTERVAL, max_results=max_results ) progress_bar.update(default_total) progress_bar.set_description( f"Job ID {query_job.job_id} successfully executed", ) break except concurrent.futures.TimeoutError: query_job.reload() # Refreshes the state via a GET request. if current_stage: if current_stage.status == "COMPLETE": if i < default_total - 1: progress_bar.update(i + 1) i += 1 continue progress_bar.close() return query_result