@pcmoritz You can use the test case in client_test of this PR to repro it or 
use the following script:
```python
ray.init(object_store_memory=10000)
message = "This is a message"
for i in range(10000):
    ray.put(message)

```

[ Full content available at: https://github.com/apache/arrow/pull/2550 ]
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