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Cannot send polars.LazyFrame to worker. Traceback:
---> 38 self._ref_lf = ray.put(lf)
39 self._refs_task = []
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/_private/auto_init_hook.py:21, in wrap_auto_init.<locals>.auto_init_wrapper(*args, **kwargs)
18 @wraps(fn)
19 def auto_init_wrapper(*args, **kwargs):
20 auto_init_ray()
---> 21 return fn(*args, **kwargs)
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/_private/client_mode_hook.py:103, in client_mode_hook.<locals>.wrapper(*args, **kwargs)
101 if func.__name__ != "init" or is_client_mode_enabled_by_default:
102 return getattr(ray, func.__name__)(*args, **kwargs)
--> 103 return func(*args, **kwargs)
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/_private/worker.py:2720, in put(value, _owner)
2718 with profiling.profile("ray.put"):
2719 try:
-> 2720 object_ref = worker.put_object(value, owner_address=serialize_owner_address)
2721 except ObjectStoreFullError:
2722 logger.info(
2723 "Put failed since the value was either too large or the "
2724 "store was full of pinned objects."
2725 )
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/_private/worker.py:764, in Worker.put_object(self, value, object_ref, owner_address, _is_experimental_channel)
759 assert (
760 object_ref is None
761 ), "Local Mode does not support inserting with an ObjectRef"
763 try:
--> 764 serialized_value = self.get_serialization_context().serialize(value)
765 except TypeError as e:
766 sio = io.StringIO()
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/_private/serialization.py:519, in SerializationContext.serialize(self, value)
517 return RawSerializedObject(value)
518 else:
--> 519 return self._serialize_to_msgpack(value)
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/_private/serialization.py:497, in SerializationContext._serialize_to_msgpack(self, value)
495 if python_objects:
496 metadata = ray_constants.OBJECT_METADATA_TYPE_PYTHON
--> 497 pickle5_serialized_object = self._serialize_to_pickle5(
498 metadata, python_objects
499 )
500 else:
501 pickle5_serialized_object = None
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/_private/serialization.py:444, in SerializationContext._serialize_to_pickle5(self, metadata, value)
442 except Exception as e:
443 self.get_and_clear_contained_object_refs()
--> 444 raise e
445 finally:
446 self.set_out_of_band_serialization()
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/_private/serialization.py:439, in SerializationContext._serialize_to_pickle5(self, metadata, value)
437 try:
438 self.set_in_band_serialization()
--> 439 inband = pickle.dumps(
440 value, protocol=5, buffer_callback=writer.buffer_callback
441 )
442 except Exception as e:
443 self.get_and_clear_contained_object_refs()
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/cloudpickle/cloudpickle.py:1479, in dumps(obj, protocol, buffer_callback)
1477 with io.BytesIO() as file:
1478 cp = Pickler(file, protocol=protocol, buffer_callback=buffer_callback)
-> 1479 cp.dump(obj)
1480 return file.getvalue()
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/ray/cloudpickle/cloudpickle.py:1245, in Pickler.dump(self, obj)
1243 def dump(self, obj):
1244 try:
-> 1245 return super().dump(obj)
1246 except RuntimeError as e:
1247 if len(e.args) > 0 and "recursion" in e.args[0]:
File ~/mambaforge-pypy3/envs/test/lib/python3.11/site-packages/polars/lazyframe/frame.py:324, in LazyFrame.__getstate__(self)
323 def __getstate__(self) -> bytes:
--> 324 return self._ldf.__getstate__()
RuntimeError: BindingsError: "Value(\"the enum variant Expr::RenameAlias cannot be serialized\")"```
### Versions / Dependencies
ray 2.31.0
python 3.11.9
### Reproduction script
import polars
import ray
lf = polars.LazyFrame(...)
ray.put(lf)
### Issue Severity
None
The text was updated successfully, but these errors were encountered:
jmakov
added
bug
Something that is supposed to be working; but isn't
triage
Needs triage (eg: priority, bug/not-bug, and owning component)
labels
Jun 29, 2024
Is polars.LazyFrame pickable? If not then Ray cannot serialize it and you can reach out to polars people to make it pickable.
jjyao
added
question
Just a question :)
P1
Issue that should be fixed within a few weeks
and removed
bug
Something that is supposed to be working; but isn't
triage
Needs triage (eg: priority, bug/not-bug, and owning component)
labels
Jul 8, 2024
What happened + What you expected to happen
Cannot send polars.LazyFrame to worker. Traceback:
The text was updated successfully, but these errors were encountered: