(memray_plugin)=

# Memray Profiling

```{eval-rst}
.. tags:: Integration, Profiling, Observability
```

Memray tracks and reports memory allocations, both in python code and in compiled extension modules.
This Memray Profiling plugin enables memory tracking on the Flyte task level and renders a memgraph profiling graph on Flyte Deck.

First, install the Memray plugin:

```bash
pip install flytekitplugins-memray
```

```{auto-examples-toc}
memray_example
```