# Copyright 2020 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 # # https://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. """System tests for Jupyter/IPython connector.""" import re import pytest import psutil IPython = pytest.importorskip("IPython") io = pytest.importorskip("IPython.utils.io") pandas = pytest.importorskip("pandas") tools = pytest.importorskip("IPython.testing.tools") interactiveshell = pytest.importorskip("IPython.terminal.interactiveshell") @pytest.fixture(scope="session") def ipython(): config = tools.default_config() config.TerminalInteractiveShell.simple_prompt = True shell = interactiveshell.TerminalInteractiveShell.instance(config=config) return shell @pytest.fixture() def ipython_interactive(ipython): """Activate IPython's builtin hooks for the duration of the test scope. """ with ipython.builtin_trap: yield ipython def test_bigquery_magic(ipython_interactive): ip = IPython.get_ipython() current_process = psutil.Process() conn_count_start = len(current_process.connections()) # Deprecated, but should still work in google-cloud-bigquery 3.x. with pytest.warns(FutureWarning, match="bigquery_magics"): ip.extension_manager.load_extension("google.cloud.bigquery") sql = """ SELECT CONCAT( 'https://stackoverflow.com/questions/', CAST(id as STRING)) as url, view_count FROM `bigquery-public-data.stackoverflow.posts_questions` WHERE tags like '%google-bigquery%' ORDER BY view_count DESC LIMIT 10 """ with io.capture_output() as captured: result = ip.run_cell_magic("bigquery", "--use_rest_api", sql) conn_count_end = len(current_process.connections()) lines = re.split("\n|\r", captured.stdout) # Removes blanks & terminal code (result of display clearing) updates = list(filter(lambda x: bool(x) and x != "\x1b[2K", lines)) assert re.match("Executing query with job ID: .*", updates[0]) assert (re.match("Query executing: .*s", line) for line in updates[1:-1]) assert isinstance(result, pandas.DataFrame) assert len(result) == 10 # verify row count assert list(result) == ["url", "view_count"] # verify column names # NOTE: For some reason, the number of open sockets is sometimes one *less* # than expected when running system tests on Kokoro, thus using the <= assertion. # That's still fine, however, since the sockets are apparently not leaked. assert conn_count_end <= conn_count_start # system resources are released