A memory profiler for data batch processing applications.
Project description
The Fil memory profiler for Python
Fil a memory profiler designed for data processing applications.
Your code reads some data, processes it, and—uses too much memory. What you need to reduce is peak memory usage.
And that's exactly what Fil will help you find: exactly which code was responsible for allocating memory at peak memory usage.
To install:
$ pip install filprofiler
To use, instead of doing:
$ python yourscript.py --input-file=yourfile
Just do:
$ fil-profile run yourscript.py --input-file=yourfile
For more information see https://pythonspeed.com/products/filmemoryprofiler/
License
Copyright 2020 Hyphenated Enterprises 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.
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