Fix error in Dask-on-Mars when compute multiple objects

mars/contrib/dask/converter.py

@@ -13,9 +13,11 @@
 # limitations under the License.
 
 from dask import is_dask_collection, optimize
+from dask.bag import Bag
 
 from .scheduler import mars_dask_get
 from .utils import reduce
+from ...remote import spawn
 
 
 def convert_dask_collection(dc):
@@ -46,5 +48,8 @@ def convert_dask_collection(dc):
     else:
         raise ValueError(
             f"Dask collection object seems be broken, with unexpected key type:'{type(first_key).__name__}'")
-
-    return reduce(mars_dask_get(dsk, [key]))
+    res = reduce(mars_dask_get(dsk, [key]))
+    if isinstance(dc, Bag):
+        return spawn(lambda x: list(x[0][0]), args=(res,))
+    else:
+        return res

mars/contrib/dask/scheduler.py

@@ -12,10 +12,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from typing import List, Tuple
-
 from dask.core import istask, ishashable
 
+from typing import List, Tuple
 from .utils import reduce
 from ...remote import spawn
 
@@ -39,8 +38,11 @@ def mars_scheduler(dsk: dict, keys: List[List[str]]):
     Object
         Computed values corresponding to the provided keys.
     """
-
-    return [[reduce(mars_dask_get(dsk, keys)).execute().fetch()]]
+    res = reduce(mars_dask_get(dsk, keys)).execute().fetch()
+    if not isinstance(res, List):
+        return [[res]]
+    else:
+        return res
 
 
 def mars_dask_get(dsk: dict, keys: List[List]):

mars/contrib/dask/tests/test_dask.py

@@ -112,12 +112,25 @@ def test_bag(setup_cluster):
 
     dask_res = result.compute()
     assert dask_res == result.compute(scheduler=mars_scheduler)
-    assert dask_res == list(
-        convert_dask_collection(result).execute().fetch()
-    )  # TODO: dask-bag computation will return weird tuple, which we don't know why
+    assert dask_res == convert_dask_collection(result).execute().fetch()
 
 
 @pytest.mark.skipif(not dask_installed, reason='dask not installed')
 def test_dask_errors():
     with pytest.raises(TypeError):
         convert_dask_collection({"foo": 0, "bar": 1})
+
+
+@pytest.mark.skipif(not dask_installed, reason='dask not installed')
+def test_multiple_objects(setup_cluster):
+    import dask
+
+    def inc(x: int):
+        return x + 1
+
+    test_list = [dask.delayed(inc)(i) for i in range(10)]
+    test_tuple = tuple(dask.delayed(inc)(i) for i in range(10))
+    test_dict = {str(i): dask.delayed(inc)(i) for i in range(10)}
+
+    for test_obj in (test_list, test_tuple, test_dict):
+        assert dask.compute(test_obj) == dask.compute(test_obj, scheduler=mars_scheduler)

mars/contrib/dask/utils.py

@@ -44,8 +44,6 @@ def concat(objs: List):
         res = df_concat(objs)
     else:
         res = objs
-        while isinstance(res, List):
-            res = res[0]
     return res.compute() if is_dask_collection(res) else res