"""test the IPython Kernel""" # Copyright (c) IPython Development Team. # Distributed under the terms of the Modified BSD License. import ast import os.path import platform import subprocess import sys import time from tempfile import TemporaryDirectory from flaky import flaky import pytest from packaging import version import IPython from IPython.paths import locate_profile from .utils import ( new_kernel, kernel, TIMEOUT, assemble_output, execute, flush_channels, wait_for_idle, get_reply, ) def _check_master(kc, expected=True, stream="stdout"): execute(kc=kc, code="import sys") flush_channels(kc) msg_id, content = execute(kc=kc, code="print(sys.%s._is_master_process())" % stream) stdout, stderr = assemble_output(kc.get_iopub_msg) assert stdout.strip() == repr(expected) def _check_status(content): """If status=error, show the traceback""" if content['status'] == 'error': assert False, ''.join(['\n'] + content['traceback']) # printing tests def test_simple_print(): """simple print statement in kernel""" with kernel() as kc: msg_id, content = execute(kc=kc, code="print('hi')") stdout, stderr = assemble_output(kc.get_iopub_msg) assert stdout == 'hi\n' assert stderr == '' _check_master(kc, expected=True) @pytest.mark.skip( reason="Currently don't capture during test as pytest does its own capturing" ) def test_capture_fd(): """simple print statement in kernel""" with kernel() as kc: iopub = kc.iopub_channel msg_id, content = execute(kc=kc, code="import os; os.system('echo capsys')") stdout, stderr = assemble_output(iopub) assert stdout == "capsys\n" assert stderr == "" _check_master(kc, expected=True) @pytest.mark.skip( reason="Currently don't capture during test as pytest does its own capturing" ) def test_subprocess_peek_at_stream_fileno(): """""" with kernel() as kc: iopub = kc.iopub_channel msg_id, content = execute( kc=kc, code="import subprocess, sys; subprocess.run(['python', '-c', 'import os; os.system(\"echo CAP1\"); print(\"CAP2\")'], stderr=sys.stderr)", ) stdout, stderr = assemble_output(iopub) assert stdout == "CAP1\nCAP2\n" assert stderr == "" _check_master(kc, expected=True) def test_sys_path(): """test that sys.path doesn't get messed up by default""" with kernel() as kc: msg_id, content = execute(kc=kc, code="import sys; print(repr(sys.path))") stdout, stderr = assemble_output(kc.get_iopub_msg) # for error-output on failure sys.stderr.write(stderr) sys_path = ast.literal_eval(stdout.strip()) assert '' in sys_path def test_sys_path_profile_dir(): """test that sys.path doesn't get messed up when `--profile-dir` is specified""" with new_kernel(['--profile-dir', locate_profile('default')]) as kc: msg_id, content = execute(kc=kc, code="import sys; print(repr(sys.path))") stdout, stderr = assemble_output(kc.get_iopub_msg) # for error-output on failure sys.stderr.write(stderr) sys_path = ast.literal_eval(stdout.strip()) assert '' in sys_path @flaky(max_runs=3) @pytest.mark.skipif( sys.platform == "win32" or (sys.platform == "darwin" and sys.version_info >= (3, 8)), reason="subprocess prints fail on Windows and MacOS Python 3.8+", ) def test_subprocess_print(): """printing from forked mp.Process""" with new_kernel() as kc: _check_master(kc, expected=True) flush_channels(kc) np = 5 code = '\n'.join([ "import time", "import multiprocessing as mp", "pool = [mp.Process(target=print, args=('hello', i,)) for i in range(%i)]" % np, "for p in pool: p.start()", "for p in pool: p.join()", "time.sleep(0.5)," ]) msg_id, content = execute(kc=kc, code=code) stdout, stderr = assemble_output(kc.get_iopub_msg) assert stdout.count("hello") == np, stdout for n in range(np): assert stdout.count(str(n)) == 1, stdout assert stderr == "" _check_master(kc, expected=True) _check_master(kc, expected=True, stream="stderr") @flaky(max_runs=3) def test_subprocess_noprint(): """mp.Process without print doesn't trigger iostream mp_mode""" with kernel() as kc: np = 5 code = '\n'.join([ "import multiprocessing as mp", "pool = [mp.Process(target=range, args=(i,)) for i in range(%i)]" % np, "for p in pool: p.start()", "for p in pool: p.join()" ]) msg_id, content = execute(kc=kc, code=code) stdout, stderr = assemble_output(kc.get_iopub_msg) assert stdout == '' assert stderr == '' _check_master(kc, expected=True) _check_master(kc, expected=True, stream="stderr") @flaky(max_runs=3) @pytest.mark.skipif( sys.platform == "win32" or (sys.platform == "darwin" and sys.version_info >= (3, 8)), reason="subprocess prints fail on Windows and MacOS Python 3.8+", ) def test_subprocess_error(): """error in mp.Process doesn't crash""" with new_kernel() as kc: code = '\n'.join([ "import multiprocessing as mp", "p = mp.Process(target=int, args=('hi',))", "p.start()", "p.join()", ]) msg_id, content = execute(kc=kc, code=code) stdout, stderr = assemble_output(kc.get_iopub_msg) assert stdout == '' assert "ValueError" in stderr _check_master(kc, expected=True) _check_master(kc, expected=True, stream="stderr") # raw_input tests def test_raw_input(): """test input""" with kernel() as kc: iopub = kc.iopub_channel input_f = "input" theprompt = "prompt> " code = 'print({input_f}("{theprompt}"))'.format(**locals()) msg_id = kc.execute(code, allow_stdin=True) msg = kc.get_stdin_msg(timeout=TIMEOUT) assert msg['header']['msg_type'] == 'input_request' content = msg['content'] assert content['prompt'] == theprompt text = "some text" kc.input(text) reply = kc.get_shell_msg(timeout=TIMEOUT) assert reply['content']['status'] == 'ok' stdout, stderr = assemble_output(kc.get_iopub_msg) assert stdout == text + "\n" def test_save_history(): # Saving history from the kernel with %hist -f was failing because of # unicode problems on Python 2. with kernel() as kc, TemporaryDirectory() as td: file = os.path.join(td, 'hist.out') execute('a=1', kc=kc) wait_for_idle(kc) execute('b="abcþ"', kc=kc) wait_for_idle(kc) _, reply = execute("%hist -f " + file, kc=kc) assert reply['status'] == 'ok' with open(file, encoding='utf-8') as f: content = f.read() assert 'a=1' in content assert 'b="abcþ"' in content def test_smoke_faulthandler(): faulthadler = pytest.importorskip('faulthandler', reason='this test needs faulthandler') with kernel() as kc: # Note: faulthandler.register is not available on windows. code = '\n'.join([ 'import sys', 'import faulthandler', 'import signal', 'faulthandler.enable()', 'if not sys.platform.startswith("win32"):', ' faulthandler.register(signal.SIGTERM)']) _, reply = execute(code, kc=kc) assert reply["status"] == "ok", reply.get("traceback", "") def test_help_output(): """ipython kernel --help-all works""" cmd = [sys.executable, "-m", "IPython", "kernel", "--help-all"] proc = subprocess.run(cmd, timeout=30, capture_output=True) assert proc.returncode == 0, proc.stderr assert b"Traceback" not in proc.stderr assert b"Options" in proc.stdout assert b"Class" in proc.stdout def test_is_complete(): with kernel() as kc: # There are more test cases for this in core - here we just check # that the kernel exposes the interface correctly. kc.is_complete('2+2') reply = kc.get_shell_msg(timeout=TIMEOUT) assert reply['content']['status'] == 'complete' # SyntaxError kc.is_complete('raise = 2') reply = kc.get_shell_msg(timeout=TIMEOUT) assert reply['content']['status'] == 'invalid' kc.is_complete('a = [1,\n2,') reply = kc.get_shell_msg(timeout=TIMEOUT) assert reply['content']['status'] == 'incomplete' assert reply['content']['indent'] == '' # Cell magic ends on two blank lines for console UIs kc.is_complete('%%timeit\na\n\n') reply = kc.get_shell_msg(timeout=TIMEOUT) assert reply['content']['status'] == 'complete' @pytest.mark.skipif(sys.platform != "win32", reason="only run on Windows") def test_complete(): with kernel() as kc: execute('a = 1', kc=kc) wait_for_idle(kc) cell = 'import IPython\nb = a.' kc.complete(cell) reply = kc.get_shell_msg(timeout=TIMEOUT) c = reply['content'] assert c['status'] == 'ok' start = cell.find('a.') end = start + 2 assert c['cursor_end'] == cell.find('a.') + 2 assert c['cursor_start'] <= end # there are many right answers for cursor_start, # so verify application of the completion # rather than the value of cursor_start matches = c['matches'] assert matches for m in matches: completed = cell[:c['cursor_start']] + m assert completed.startswith(cell) def test_matplotlib_inline_on_import(): pytest.importorskip('matplotlib', reason='this test requires matplotlib') with kernel() as kc: cell = '\n'.join([ 'import matplotlib, matplotlib.pyplot as plt', 'backend = matplotlib.get_backend()' ]) _, reply = execute(cell, user_expressions={'backend': 'backend'}, kc=kc) _check_status(reply) backend_bundle = reply['user_expressions']['backend'] _check_status(backend_bundle) assert 'backend_inline' in backend_bundle['data']['text/plain'] def test_message_order(): N = 100 # number of messages to test with kernel() as kc: _, reply = execute("a = 1", kc=kc) _check_status(reply) offset = reply['execution_count'] + 1 cell = "a += 1\na" msg_ids = [] # submit N executions as fast as we can for i in range(N): msg_ids.append(kc.execute(cell)) # check message-handling order for i, msg_id in enumerate(msg_ids, offset): reply = kc.get_shell_msg(timeout=TIMEOUT) _check_status(reply['content']) assert reply['content']['execution_count'] == i assert reply['parent_header']['msg_id'] == msg_id @pytest.mark.skipif( sys.platform.startswith("linux") or sys.platform.startswith("darwin"), reason="test only on windows", ) def test_unc_paths(): with kernel() as kc, TemporaryDirectory() as td: drive_file_path = os.path.join(td, 'unc.txt') with open(drive_file_path, 'w+') as f: f.write('# UNC test') unc_root = '\\\\localhost\\C$' file_path = os.path.splitdrive(os.path.dirname(drive_file_path))[1] unc_file_path = os.path.join(unc_root, file_path[1:]) kc.execute(f"cd {unc_file_path:s}") reply = kc.get_shell_msg(timeout=TIMEOUT) assert reply['content']['status'] == 'ok' out, err = assemble_output(kc.get_iopub_msg) assert unc_file_path in out flush_channels(kc) kc.execute(code="ls") reply = kc.get_shell_msg(timeout=TIMEOUT) assert reply['content']['status'] == 'ok' out, err = assemble_output(kc.get_iopub_msg) assert 'unc.txt' in out kc.execute(code="cd") reply = kc.get_shell_msg(timeout=TIMEOUT) assert reply['content']['status'] == 'ok' @pytest.mark.skipif( platform.python_implementation() == "PyPy", reason="does not work on PyPy", ) def test_shutdown(): """Kernel exits after polite shutdown_request""" with new_kernel() as kc: km = kc.parent execute('a = 1', kc=kc) wait_for_idle(kc) kc.shutdown() for i in range(300): # 30s timeout if km.is_alive(): time.sleep(.1) else: break assert not km.is_alive() def test_interrupt_during_input(): """ The kernel exits after being interrupted while waiting in input(). input() appears to have issues other functions don't, and it needs to be interruptible in order for pdb to be interruptible. """ with new_kernel() as kc: km = kc.parent msg_id = kc.execute("input()") time.sleep(1) # Make sure it's actually waiting for input. km.interrupt_kernel() from .test_message_spec import validate_message # If we failed to interrupt interrupt, this will timeout: reply = get_reply(kc, msg_id, TIMEOUT) validate_message(reply, 'execute_reply', msg_id) @pytest.mark.skipif( os.name == "nt", reason="Message based interrupt not supported on Windows" ) def test_interrupt_with_message(): """ """ with new_kernel() as kc: km = kc.parent km.kernel_spec.interrupt_mode = "message" msg_id = kc.execute("input()") time.sleep(1) # Make sure it's actually waiting for input. km.interrupt_kernel() from .test_message_spec import validate_message # If we failed to interrupt interrupt, this will timeout: reply = get_reply(kc, msg_id, TIMEOUT) validate_message(reply, 'execute_reply', msg_id) @pytest.mark.skipif( "__pypy__" in sys.builtin_module_names, reason="fails on pypy", ) def test_interrupt_during_pdb_set_trace(): """ The kernel exits after being interrupted while waiting in pdb.set_trace(). Merely testing input() isn't enough, pdb has its own issues that need to be handled in addition. This test will fail with versions of IPython < 7.14.0. """ with new_kernel() as kc: km = kc.parent msg_id = kc.execute("import pdb; pdb.set_trace()") msg_id2 = kc.execute("3 + 4") time.sleep(1) # Make sure it's actually waiting for input. km.interrupt_kernel() from .test_message_spec import validate_message # If we failed to interrupt interrupt, this will timeout: reply = get_reply(kc, msg_id, TIMEOUT) validate_message(reply, 'execute_reply', msg_id) # If we failed to interrupt interrupt, this will timeout: reply = get_reply(kc, msg_id2, TIMEOUT) validate_message(reply, 'execute_reply', msg_id2) def test_control_thread_priority(): N = 5 with new_kernel() as kc: msg_id = kc.execute("pass") get_reply(kc, msg_id) sleep_msg_id = kc.execute("import asyncio; await asyncio.sleep(2)") # submit N shell messages shell_msg_ids = [] for i in range(N): shell_msg_ids.append(kc.execute(f"i = {i}")) # ensure all shell messages have arrived at the kernel before any control messages time.sleep(0.5) # at this point, shell messages should be waiting in msg_queue, # rather than zmq while the kernel is still in the middle of processing # the first execution # now send N control messages control_msg_ids = [] for i in range(N): msg = kc.session.msg("kernel_info_request", {}) kc.control_channel.send(msg) control_msg_ids.append(msg["header"]["msg_id"]) # finally, collect the replies on both channels for comparison get_reply(kc, sleep_msg_id) shell_replies = [] for msg_id in shell_msg_ids: shell_replies.append(get_reply(kc, msg_id)) control_replies = [] for msg_id in control_msg_ids: control_replies.append(get_reply(kc, msg_id, channel="control")) # verify that all control messages were handled before all shell messages shell_dates = [msg["header"]["date"] for msg in shell_replies] control_dates = [msg["header"]["date"] for msg in control_replies] # comparing first to last ought to be enough, since queues preserve order # use <= in case of very-fast handling and/or low resolution timers assert control_dates[-1] <= shell_dates[0]