milenkovicm commented on code in PR #1100:
URL: 
https://github.com/apache/datafusion-ballista/pull/1100#discussion_r1832351156


##########
python/examples/example.py:
##########
@@ -0,0 +1,37 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+from ballista import StandaloneBallista, RemoteBallista, Ballista

Review Comment:
   why do we need ` StandaloneBallista` and `RemoteBallista,` if we go with 
`Ballista` builder ? 



##########
python/ballista/context.py:
##########
@@ -0,0 +1,31 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+from datafusion import SessionContext
+import ballista
+
+from typing import List, Any
+        
+class Ballista:
+    def __init__(self):
+        self.ctx = ballista.Ballista
+    

Review Comment:
   would it be possible to expose `.conf(str, str)` option as well?



##########
python/README.md:
##########
@@ -29,7 +29,7 @@ part of the default Cargo workspace so that it doesn't cause 
overhead for mainta
 Creates a new context and connects to a Ballista scheduler process.
 
 ```python
-from pyballista import SessionContext
+from ballista import RemoteBallista, StandaloneBallista

Review Comment:
   this readme does not reflect `Ballista` builder pattern



##########
docs/source/user-guide/python.md:
##########
@@ -103,14 +109,15 @@ The `explain` method can be used to show the logical and 
physical query plans fo
 The following example demonstrates creating arrays with PyArrow and then 
creating a Ballista DataFrame.
 
 ```python
-import ballista
+from ballista import Ballista
 import pyarrow
 
 # an alias
+# TODO implement Functions
 f = ballista.functions
 
 # create a context
-ctx = ballista.BallistaContext("localhost", 50050)
+ctx = StandaloneBallista.build()

Review Comment:
   should this be `Ballista.standalone()` ?



##########
docs/source/user-guide/python.md:
##########
@@ -28,9 +28,15 @@ popular file formats files, run it in a distributed 
environment, and obtain the
 
 The following code demonstrates how to create a Ballista context and connect 
to a scheduler.
 
+If you are running a standalone cluster (runs locally), all you need to do is 
call the stand alone cluster method `standalone()` or your BallistaContext. If 
you are running a cluster in remote mode, you need to provide the URL 
`BallistaContext.remote("http://my-remote-ip:50050";)`.

Review Comment:
   why do we have reference to `BallistaContext` ?



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