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March 29, 2023 02:29
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Examples of Google Cloud Profiler Python with wait times
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#!/usr/bin/env python | |
# 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. | |
"""An example of starting https://cloud.google.com/profiler.""" | |
# [START profiler_python_quickstart] | |
import googlecloudprofiler | |
import os | |
def main(): | |
# Profiler initialization. It starts a daemon thread which continuously | |
# collects and uploads profiles. Best done as early as possible. | |
try: | |
googlecloudprofiler.start( | |
service='hello-profiler-doc-python-seq', | |
service_version='1.0.1', | |
# verbose is the logging level. 0-error, 1-warning, 2-info, | |
# 3-debug. It defaults to 0 (error) if not set. | |
verbose=3, | |
# project_id must be set if not running on GCP. | |
project_id='data-profiler-experimentor', | |
) | |
except (ValueError, NotImplementedError) as exc: | |
print(exc) # Handle errors here | |
# [END profiler_python_quickstart] | |
busyloop() | |
# A loop function which spends 30% CPU time on loop3() and 70% CPU time | |
# on loop7(). | |
def busyloop(): | |
while True: | |
step1_sleep_10_secs() | |
step2_sleep_15_secs() | |
step3_sleep_5_secs() | |
step4_sleep_20_secs() | |
step5_sleep_25_secs() | |
def loop3(): | |
for _ in range(3): | |
loop() | |
def loop7(): | |
for _ in range(7): | |
loop() | |
def loop(): | |
for _ in range(10000): | |
pass | |
import time | |
def step1_sleep_10_secs(): | |
loop() | |
time.sleep(10) | |
def step2_sleep_15_secs(): | |
loop() | |
time.sleep(15) | |
def step3_sleep_5_secs(): | |
loop() | |
time.sleep(5) | |
def step4_sleep_20_secs(): | |
loop() | |
time.sleep(20) | |
def step5_sleep_25_secs(): | |
loop() | |
time.sleep(25) | |
if __name__ == '__main__': | |
main() |
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#!/usr/bin/env python | |
# 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. | |
"""An example of starting https://cloud.google.com/profiler.""" | |
# [START profiler_python_quickstart] | |
import googlecloudprofiler | |
import os | |
def main(): | |
# Profiler initialization. It starts a daemon thread which continuously | |
# collects and uploads profiles. Best done as early as possible. | |
try: | |
googlecloudprofiler.start( | |
service='hello-profiler-doc-python-seq2', | |
service_version='1.0.1', | |
# verbose is the logging level. 0-error, 1-warning, 2-info, | |
# 3-debug. It defaults to 0 (error) if not set. | |
verbose=3, | |
# project_id must be set if not running on GCP. | |
project_id='data-profiler-experimentor', | |
) | |
except (ValueError, NotImplementedError) as exc: | |
print(exc) # Handle errors here | |
# [END profiler_python_quickstart] | |
busyloop() | |
# A loop function which spends 30% CPU time on loop3() and 70% CPU time | |
# on loop7(). | |
def busyloop(): | |
while True: | |
step1_sleep_10_secs() | |
step2_sleep_15_secs() | |
step3_sleep_5_secs() | |
step4_sleep_20_secs() | |
step5_sleep_25_secs() | |
def loop3(): | |
for _ in range(3): | |
loop() | |
def loop7(): | |
for _ in range(7): | |
loop() | |
def loop(): | |
for _ in range(10000): | |
pass | |
import time | |
def step1_sleep_10_secs(): | |
loop() | |
time.sleep(1) | |
def step2_sleep_15_secs(): | |
loop() | |
time.sleep(2) | |
def step3_sleep_5_secs(): | |
loop() | |
time.sleep(3) | |
def step4_sleep_20_secs(): | |
loop() | |
time.sleep(4) | |
def step5_sleep_25_secs(): | |
loop() | |
time.sleep(2) | |
if __name__ == '__main__': | |
main() |
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#!/usr/bin/env python | |
# 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. | |
"""An example of starting https://cloud.google.com/profiler.""" | |
# [START profiler_python_quickstart] | |
import googlecloudprofiler | |
import os | |
def main(): | |
# Profiler initialization. It starts a daemon thread which continuously | |
# collects and uploads profiles. Best done as early as possible. | |
try: | |
googlecloudprofiler.start( | |
service='hello-profiler-doc-python-seq3', | |
service_version='1.0.1', | |
# verbose is the logging level. 0-error, 1-warning, 2-info, | |
# 3-debug. It defaults to 0 (error) if not set. | |
verbose=3, | |
# project_id must be set if not running on GCP. | |
project_id='data-profiler-experimentor', | |
) | |
except (ValueError, NotImplementedError) as exc: | |
print(exc) # Handle errors here | |
# [END profiler_python_quickstart] | |
busyloop() | |
# A loop function which spends 30% CPU time on loop3() and 70% CPU time | |
# on loop7(). | |
def busyloop(): | |
while True: | |
step1_sleep_10_secs() | |
step2_sleep_15_secs() | |
step3_sleep_5_secs() | |
step4_sleep_20_secs() | |
step5_sleep_25_secs() | |
step1_sleep_10_secs() | |
step1_sleep_10_secs() | |
step1_sleep_10_secs() | |
step1_sleep_10_secs() | |
step1_sleep_10_secs() | |
def loop3(): | |
for _ in range(3): | |
loop() | |
def loop7(): | |
for _ in range(7): | |
loop() | |
def loop(): | |
for _ in range(10000): | |
pass | |
import time | |
def step1_sleep_10_secs(): | |
loop() | |
time.sleep(1) | |
def step2_sleep_15_secs(): | |
loop() | |
time.sleep(2) | |
def step3_sleep_5_secs(): | |
loop() | |
time.sleep(3) | |
def step4_sleep_20_secs(): | |
loop() | |
time.sleep(4) | |
def step5_sleep_25_secs(): | |
loop() | |
time.sleep(2) | |
if __name__ == '__main__': | |
main() |
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