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Profilers

This topic describes how to use ~tensorbay.client.profile.Profile to record speed statistics.

Usage

You can save the statistical record to a txt, csv or json file.

../../../docs/code/profile.py

Set multiprocess=True to record the multiprocessing program.

../../../docs/code/profile.py

The above action would save a summary.txt file and the result is as follows:

|Path                    |totalTime (s) |callNumber  |avgTime (s) |totalResponseLength  |totalFileSize (B)|
|[GET] data06/labels     |11.239        |25          |0.450       |453482               |0                |
|[GET] data06/data/urls  |16.739        |25          |0.670       |794545               |0                |
|[POST] oss-cn-shanghai  |0.567         |10          |0.057       |0                    |8058707          |

Note

The profile will only record statistics of the interface that interacts with Tensorbay.