We have a number of jobs that use the Datastream API at the same time. They will each pull data (sometimes the same data) to calculate different models.
We will intermittently get a "Read Timed Out" error:
```
requests.exceptions.ReadTimeout: HTTPSConnectionPool(host='product.datastream.com', port=443): Read timed out. (read timeout=None)
```
This is very hard to replicate and only started happening in the past two weeks, but is now getting worse.
Many of our models are unable to run because of this. If we run models individually it seems to work. it seems to fail when they run at roughly the same time, or within a close interval.
Is there IP or API key throttling or rate limiting for the datastream api?
Has anything changed recently with the networking setup? (we experienced a similar problem with dsws afew months ago that was a result of datastream server config changes)
Is there any additional information I can provide to debug this?
