ipython / ipython/ipykernel

How to limit len(comm.kernel.iopub_thread._events) when the notebook is not connected

未关闭
#365 2 条评论 0 个 reaction 已指派 0 人 在 GitHub 查看
主要语言
Python
星标
734
派生
412
平均合并
1 天 5 小时
30 天内合并 PR
8

描述

In [`adaptive`](https://github.com/python-adaptive/adaptive) we have a widget that displays some information about the calculation that is run.

The widget is driven by a coroutine an updated every ~0.1 seconds.

Now when you run this on a Jupyterhub and you are not connected to the notebook for several hours, and then connect again, the widget has to go through all the updates even though they are not relevant. This can take minutes.

[We came up with the following solution](https://gitlab.kwant-project.org/qt/adaptive/merge_requests/108/diffs):
```python
# `status` is the widget

def should_update(status):
# Get the length of the write buffer size
buffer_size = len(status.comm.kernel.iopub_thread._events)

# Make sure to only keep all the messages when the notebook
# is viewed, this means 'buffer_size == 1'. However, when not
# viewing the notebook the buffer fills up. When this happens
# we decide to only add messages to it when a certain probability.
# i.e. we're offline for 12h, with an update_interval of 0.5s,
# and without the reduced probability, we have buffer_size=86400.
# With the correction this is np.log(86400) / np.log(1.1) = 119.2
return 1.1**buffer_size * random.random() < 1

async def update():
if should_update(status):
status.value = update_widget(runner)
else:
await asyncio.sleep(0.05)
```

This seems to work fine, however we are using a private API `comm.kernel.iopub_thread._events `. Is there a better way of doing this that doesn't depend on private attributes?

贡献指南

打开贡献指南

评估

这个 Issue 还没有评估数据。

把新 issue 发到你的邮箱

精选适合新手参与的 GitHub issue 摘要。