We are currently solving the following issue within our repository. Here is the issue text:
--- BEGIN ISSUE ---
Add note about braceexpand for cloud examples.
### System information
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**:
- **Modin version** (`modin.__version__`):
- **Python version**:
- **Code we can use to reproduce**:

<!--
You can obtain the Modin version with

python -c "import modin; print(modin.__version__)"
-->

### Describe the problem
<!-- Describe the problem clearly here. -->

### Source code / logs
<!-- Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached. Try to provide a reproducible test case that is the bare minimum necessary to generate the problem. -->


--- END ISSUE ---

Below are some code segments, each from a relevant file. One or more of these files may contain bugs.
--- BEGIN FILES ---
Path: `examples/cluster/h2o-runner.py`
Content:
```
1 # Licensed to Modin Development Team under one or more contributor license agreements.
2 # See the NOTICE file distributed with this work for additional information regarding
3 # copyright ownership.  The Modin Development Team licenses this file to you under the
4 # Apache License, Version 2.0 (the "License"); you may not use this file except in
5 # compliance with the License.  You may obtain a copy of the License at
6 #
7 #     http://www.apache.org/licenses/LICENSE-2.0
8 #
9 # Unless required by applicable law or agreed to in writing, software distributed under
10 # the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
11 # ANY KIND, either express or implied. See the License for the specific language
12 # governing permissions and limitations under the License.
13 
14 
15 # pip install git+https://github.com/intel-go/ibis.git@develop
16 
17 # NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH
18 
19 # the following import turns on experimental mode in Modin,
20 # including enabling running things in remote cloud
21 import modin.experimental.pandas as pd  # noqa: F401
22 from modin.experimental.cloud import create_cluster
23 
24 from h2o import run_benchmark
25 
26 test_cluster = create_cluster(
27     "aws",
28     "aws_credentials",
29     cluster_name="rayscale-test",
30     region="eu-north-1",
31     zone="eu-north-1b",
32     image="ami-00e1e82d7d4ca80d3",
33 )
34 with test_cluster:
35     parameters = {
36         "no_pandas": False,
37         "pandas_mode": "Modin_on_ray",
38         "ray_tmpdir": "/tmp",
39         "ray_memory": 1024 * 1024 * 1024,
40         "extended_functionality": False,
41     }
42 
43     # G1... - for groupby queries; J1... - for join queries;
44     # Additional required files inside h2o-data folder:
45     # - J1_1e6_1e0_0_0.csv
46     # - J1_1e6_1e3_0_0.csv
47     # - J1_1e6_1e6_0_0.csv
48     for data_file in ["G1_5e5_1e2_0_0.csv", "J1_1e6_NA_0_0.csv"]:
49         parameters["data_file"] = f"https://modin-datasets.s3.amazonaws.com/h2o/{data_file}"
50         run_benchmark(parameters)
51
```

Path: `examples/cluster/mortgage-runner.py`
Content:
```
1 # Licensed to Modin Development Team under one or more contributor license agreements.
2 # See the NOTICE file distributed with this work for additional information regarding
3 # copyright ownership.  The Modin Development Team licenses this file to you under the
4 # Apache License, Version 2.0 (the "License"); you may not use this file except in
5 # compliance with the License.  You may obtain a copy of the License at
6 #
7 #     http://www.apache.org/licenses/LICENSE-2.0
8 #
9 # Unless required by applicable law or agreed to in writing, software distributed under
10 # the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
11 # ANY KIND, either express or implied. See the License for the specific language
12 # governing permissions and limitations under the License.
13 
14 
15 # pip install git+https://github.com/intel-go/ibis.git@develop
16 
17 # NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH
18 
19 # the following import turns on experimental mode in Modin,
20 # including enabling running things in remote cloud
21 import modin.experimental.pandas as pd  # noqa: F401
22 from modin.experimental.cloud import create_cluster
23 
24 from mortgage import run_benchmark
25 
26 test_cluster = create_cluster(
27     "aws",
28     "aws_credentials",
29     cluster_name="rayscale-test",
30     region="eu-north-1",
31     zone="eu-north-1b",
32     image="ami-00e1e82d7d4ca80d3",
33 )
34 with test_cluster:
35 
36     parameters = {
37         "data_file": "https://modin-datasets.s3.amazonaws.com/mortgage",
38         # "data_file": "s3://modin-datasets/mortgage",
39         "dfiles_num": 1,
40         "no_ml": True,
41         "validation": False,
42         "no_ibis": True,
43         "no_pandas": False,
44         "pandas_mode": "Modin_on_ray",
45         "ray_tmpdir": "/tmp",
46         "ray_memory": 1024 * 1024 * 1024,
47     }
48 
49     run_benchmark(parameters)
50
```

Path: `examples/cluster/taxi-runner.py`
Content:
```
1 # Licensed to Modin Development Team under one or more contributor license agreements.
2 # See the NOTICE file distributed with this work for additional information regarding
3 # copyright ownership.  The Modin Development Team licenses this file to you under the
4 # Apache License, Version 2.0 (the "License"); you may not use this file except in
5 # compliance with the License.  You may obtain a copy of the License at
6 #
7 #     http://www.apache.org/licenses/LICENSE-2.0
8 #
9 # Unless required by applicable law or agreed to in writing, software distributed under
10 # the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
11 # ANY KIND, either express or implied. See the License for the specific language
12 # governing permissions and limitations under the License.
13 
14 
15 # pip install git+https://github.com/intel-go/ibis.git@develop
16 
17 # NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH
18 
19 import sys
20 
21 USE_OMNISCI = "--omnisci" in sys.argv
22 
23 # the following import turns on experimental mode in Modin,
24 # including enabling running things in remote cloud
25 import modin.experimental.pandas as pd  # noqa: F401
26 from modin.experimental.cloud import create_cluster
27 
28 from taxi import run_benchmark as run_benchmark
29 
30 cluster_params = {}
31 if USE_OMNISCI:
32     cluster_params["cluster_type"] = "omnisci"
33 test_cluster = create_cluster(
34     "aws",
35     "aws_credentials",
36     cluster_name="rayscale-test",
37     region="eu-north-1",
38     zone="eu-north-1b",
39     image="ami-00e1e82d7d4ca80d3",
40     **cluster_params,
41 )
42 with test_cluster:
43     data_file = "https://modin-datasets.s3.amazonaws.com/trips_data.csv"
44     if USE_OMNISCI:
45         # Workaround for GH#2099
46         from modin.experimental.cloud import get_connection
47 
48         data_file, remote_data_file = "/tmp/trips_data.csv", data_file
49         get_connection().modules["subprocess"].check_call(
50             ["wget", remote_data_file, "-O", data_file]
51         )
52 
53         # Omniscripts check for files being present when given local file paths,
54         # so replace "glob" there with a remote one
55         import utils.utils
56 
57         utils.utils.glob = get_connection().modules["glob"]
58 
59     parameters = {
60         "data_file": data_file,
61         # "data_file": "s3://modin-datasets/trips_data.csv",
62         "dfiles_num": 1,
63         "validation": False,
64         "no_ibis": True,
65         "no_pandas": False,
66         "pandas_mode": "Modin_on_omnisci" if USE_OMNISCI else "Modin_on_ray",
67         "ray_tmpdir": "/tmp",
68         "ray_memory": 1024 * 1024 * 1024,
69     }
70 
71     run_benchmark(parameters)
72
```
--- END FILES ---

Please first localize the bug based on the issue statement, and then generate a patch according to the `git diff` format fenced by three backticks.

Here is an example:

```diff
diff --git a/examples/server_async.py b/examples/server_async.py
--- a/examples/server_async.py
+++ b/examples/server_async.py
@@ -313,4 +313,4 @@
 
 
 if __name__ == "__main__":
-    asyncio.run(run_async_server("."), debug=True)
+    asyncio.run(run_async_server(), debug=True)
diff --git a/examples/server_sync.py b/examples/server_sync.py
--- a/examples/server_sync.py
+++ b/examples/server_sync.py
@@ -313,5 +313,5 @@
 
 
 if __name__ == "__main__":
-    server = run_sync_server(".")
+    server = run_sync_server()
     server.shutdown()

```

diff --git a/examples/cluster/h2o-runner.py b/examples/cluster/h2o-runner.py
--- a/examples/cluster/h2o-runner.py
+++ b/examples/cluster/h2o-runner.py
@@ -12,9 +12,10 @@
 # governing permissions and limitations under the License.
 
 
-# pip install git+https://github.com/intel-go/ibis.git@develop
+# pip install git+https://github.com/intel-ai/ibis.git@develop
+# pip install braceexpand
 
-# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH
+# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH
 
 # the following import turns on experimental mode in Modin,
 # including enabling running things in remote cloud
diff --git a/examples/cluster/mortgage-runner.py b/examples/cluster/mortgage-runner.py
--- a/examples/cluster/mortgage-runner.py
+++ b/examples/cluster/mortgage-runner.py
@@ -12,9 +12,10 @@
 # governing permissions and limitations under the License.
 
 
-# pip install git+https://github.com/intel-go/ibis.git@develop
+# pip install git+https://github.com/intel-ai/ibis.git@develop
+# pip install braceexpand
 
-# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH
+# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH
 
 # the following import turns on experimental mode in Modin,
 # including enabling running things in remote cloud
diff --git a/examples/cluster/taxi-runner.py b/examples/cluster/taxi-runner.py
--- a/examples/cluster/taxi-runner.py
+++ b/examples/cluster/taxi-runner.py
@@ -12,9 +12,10 @@
 # governing permissions and limitations under the License.
 
 
-# pip install git+https://github.com/intel-go/ibis.git@develop
+# pip install git+https://github.com/intel-ai/ibis.git@develop
+# pip install braceexpand
 
-# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH
+# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH
 
 import sys

{"golden_diff": "diff --git a/examples/cluster/h2o-runner.py b/examples/cluster/h2o-runner.py\n--- a/examples/cluster/h2o-runner.py\n+++ b/examples/cluster/h2o-runner.py\n@@ -12,9 +12,10 @@\n # governing permissions and limitations under the License.\n \n \n-# pip install git+https://github.com/intel-go/ibis.git@develop\n+# pip install git+https://github.com/intel-ai/ibis.git@develop\n+# pip install braceexpand\n \n-# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH\n+# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH\n \n # the following import turns on experimental mode in Modin,\n # including enabling running things in remote cloud\ndiff --git a/examples/cluster/mortgage-runner.py b/examples/cluster/mortgage-runner.py\n--- a/examples/cluster/mortgage-runner.py\n+++ b/examples/cluster/mortgage-runner.py\n@@ -12,9 +12,10 @@\n # governing permissions and limitations under the License.\n \n \n-# pip install git+https://github.com/intel-go/ibis.git@develop\n+# pip install git+https://github.com/intel-ai/ibis.git@develop\n+# pip install braceexpand\n \n-# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH\n+# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH\n \n # the following import turns on experimental mode in Modin,\n # including enabling running things in remote cloud\ndiff --git a/examples/cluster/taxi-runner.py b/examples/cluster/taxi-runner.py\n--- a/examples/cluster/taxi-runner.py\n+++ b/examples/cluster/taxi-runner.py\n@@ -12,9 +12,10 @@\n # governing permissions and limitations under the License.\n \n \n-# pip install git+https://github.com/intel-go/ibis.git@develop\n+# pip install git+https://github.com/intel-ai/ibis.git@develop\n+# pip install braceexpand\n \n-# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH\n+# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH\n \n import sys\n", "issue": "Add note about braceexpand for cloud examples.\n### System information\r\n- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**:\r\n- **Modin version** (`modin.__version__`):\r\n- **Python version**:\r\n- **Code we can use to reproduce**:\r\n\r\n<!--\r\nYou can obtain the Modin version with\r\n\r\npython -c \"import modin; print(modin.__version__)\"\r\n-->\r\n\r\n### Describe the problem\r\n<!-- Describe the problem clearly here. -->\r\n\r\n### Source code / logs\r\n<!-- Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached. Try to provide a reproducible test case that is the bare minimum necessary to generate the problem. -->\r\n\n", "before_files": [{"content": "# Licensed to Modin Development Team under one or more contributor license agreements.\n# See the NOTICE file distributed with this work for additional information regarding\n# copyright ownership.  The Modin Development Team licenses this file to you under the\n# Apache License, Version 2.0 (the \"License\"); you may not use this file except in\n# compliance with the License.  You may obtain a copy of the License at\n#\n#     http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software distributed under\n# the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific language\n# governing permissions and limitations under the License.\n\n\n# pip install git+https://github.com/intel-go/ibis.git@develop\n\n# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH\n\n# the following import turns on experimental mode in Modin,\n# including enabling running things in remote cloud\nimport modin.experimental.pandas as pd  # noqa: F401\nfrom modin.experimental.cloud import create_cluster\n\nfrom h2o import run_benchmark\n\ntest_cluster = create_cluster(\n    \"aws\",\n    \"aws_credentials\",\n    cluster_name=\"rayscale-test\",\n    region=\"eu-north-1\",\n    zone=\"eu-north-1b\",\n    image=\"ami-00e1e82d7d4ca80d3\",\n)\nwith test_cluster:\n    parameters = {\n        \"no_pandas\": False,\n        \"pandas_mode\": \"Modin_on_ray\",\n        \"ray_tmpdir\": \"/tmp\",\n        \"ray_memory\": 1024 * 1024 * 1024,\n        \"extended_functionality\": False,\n    }\n\n    # G1... - for groupby queries; J1... - for join queries;\n    # Additional required files inside h2o-data folder:\n    # - J1_1e6_1e0_0_0.csv\n    # - J1_1e6_1e3_0_0.csv\n    # - J1_1e6_1e6_0_0.csv\n    for data_file in [\"G1_5e5_1e2_0_0.csv\", \"J1_1e6_NA_0_0.csv\"]:\n        parameters[\"data_file\"] = f\"https://modin-datasets.s3.amazonaws.com/h2o/{data_file}\"\n        run_benchmark(parameters)\n", "path": "examples/cluster/h2o-runner.py"}, {"content": "# Licensed to Modin Development Team under one or more contributor license agreements.\n# See the NOTICE file distributed with this work for additional information regarding\n# copyright ownership.  The Modin Development Team licenses this file to you under the\n# Apache License, Version 2.0 (the \"License\"); you may not use this file except in\n# compliance with the License.  You may obtain a copy of the License at\n#\n#     http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software distributed under\n# the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific language\n# governing permissions and limitations under the License.\n\n\n# pip install git+https://github.com/intel-go/ibis.git@develop\n\n# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH\n\n# the following import turns on experimental mode in Modin,\n# including enabling running things in remote cloud\nimport modin.experimental.pandas as pd  # noqa: F401\nfrom modin.experimental.cloud import create_cluster\n\nfrom mortgage import run_benchmark\n\ntest_cluster = create_cluster(\n    \"aws\",\n    \"aws_credentials\",\n    cluster_name=\"rayscale-test\",\n    region=\"eu-north-1\",\n    zone=\"eu-north-1b\",\n    image=\"ami-00e1e82d7d4ca80d3\",\n)\nwith test_cluster:\n\n    parameters = {\n        \"data_file\": \"https://modin-datasets.s3.amazonaws.com/mortgage\",\n        # \"data_file\": \"s3://modin-datasets/mortgage\",\n        \"dfiles_num\": 1,\n        \"no_ml\": True,\n        \"validation\": False,\n        \"no_ibis\": True,\n        \"no_pandas\": False,\n        \"pandas_mode\": \"Modin_on_ray\",\n        \"ray_tmpdir\": \"/tmp\",\n        \"ray_memory\": 1024 * 1024 * 1024,\n    }\n\n    run_benchmark(parameters)\n", "path": "examples/cluster/mortgage-runner.py"}, {"content": "# Licensed to Modin Development Team under one or more contributor license agreements.\n# See the NOTICE file distributed with this work for additional information regarding\n# copyright ownership.  The Modin Development Team licenses this file to you under the\n# Apache License, Version 2.0 (the \"License\"); you may not use this file except in\n# compliance with the License.  You may obtain a copy of the License at\n#\n#     http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software distributed under\n# the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific language\n# governing permissions and limitations under the License.\n\n\n# pip install git+https://github.com/intel-go/ibis.git@develop\n\n# NOTE: expects https://github.com/intel-go/omniscripts/ checked out and in PYTHONPATH\n\nimport sys\n\nUSE_OMNISCI = \"--omnisci\" in sys.argv\n\n# the following import turns on experimental mode in Modin,\n# including enabling running things in remote cloud\nimport modin.experimental.pandas as pd  # noqa: F401\nfrom modin.experimental.cloud import create_cluster\n\nfrom taxi import run_benchmark as run_benchmark\n\ncluster_params = {}\nif USE_OMNISCI:\n    cluster_params[\"cluster_type\"] = \"omnisci\"\ntest_cluster = create_cluster(\n    \"aws\",\n    \"aws_credentials\",\n    cluster_name=\"rayscale-test\",\n    region=\"eu-north-1\",\n    zone=\"eu-north-1b\",\n    image=\"ami-00e1e82d7d4ca80d3\",\n    **cluster_params,\n)\nwith test_cluster:\n    data_file = \"https://modin-datasets.s3.amazonaws.com/trips_data.csv\"\n    if USE_OMNISCI:\n        # Workaround for GH#2099\n        from modin.experimental.cloud import get_connection\n\n        data_file, remote_data_file = \"/tmp/trips_data.csv\", data_file\n        get_connection().modules[\"subprocess\"].check_call(\n            [\"wget\", remote_data_file, \"-O\", data_file]\n        )\n\n        # Omniscripts check for files being present when given local file paths,\n        # so replace \"glob\" there with a remote one\n        import utils.utils\n\n        utils.utils.glob = get_connection().modules[\"glob\"]\n\n    parameters = {\n        \"data_file\": data_file,\n        # \"data_file\": \"s3://modin-datasets/trips_data.csv\",\n        \"dfiles_num\": 1,\n        \"validation\": False,\n        \"no_ibis\": True,\n        \"no_pandas\": False,\n        \"pandas_mode\": \"Modin_on_omnisci\" if USE_OMNISCI else \"Modin_on_ray\",\n        \"ray_tmpdir\": \"/tmp\",\n        \"ray_memory\": 1024 * 1024 * 1024,\n    }\n\n    run_benchmark(parameters)\n", "path": "examples/cluster/taxi-runner.py"}], "after_files": [{"content": "# Licensed to Modin Development Team under one or more contributor license agreements.\n# See the NOTICE file distributed with this work for additional information regarding\n# copyright ownership.  The Modin Development Team licenses this file to you under the\n# Apache License, Version 2.0 (the \"License\"); you may not use this file except in\n# compliance with the License.  You may obtain a copy of the License at\n#\n#     http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software distributed under\n# the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific language\n# governing permissions and limitations under the License.\n\n\n# pip install git+https://github.com/intel-ai/ibis.git@develop\n# pip install braceexpand\n\n# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH\n\n# the following import turns on experimental mode in Modin,\n# including enabling running things in remote cloud\nimport modin.experimental.pandas as pd  # noqa: F401\nfrom modin.experimental.cloud import create_cluster\n\nfrom h2o import run_benchmark\n\ntest_cluster = create_cluster(\n    \"aws\",\n    \"aws_credentials\",\n    cluster_name=\"rayscale-test\",\n    region=\"eu-north-1\",\n    zone=\"eu-north-1b\",\n    image=\"ami-00e1e82d7d4ca80d3\",\n)\nwith test_cluster:\n    parameters = {\n        \"no_pandas\": False,\n        \"pandas_mode\": \"Modin_on_ray\",\n        \"ray_tmpdir\": \"/tmp\",\n        \"ray_memory\": 1024 * 1024 * 1024,\n        \"extended_functionality\": False,\n    }\n\n    # G1... - for groupby queries; J1... - for join queries;\n    # Additional required files inside h2o-data folder:\n    # - J1_1e6_1e0_0_0.csv\n    # - J1_1e6_1e3_0_0.csv\n    # - J1_1e6_1e6_0_0.csv\n    for data_file in [\"G1_5e5_1e2_0_0.csv\", \"J1_1e6_NA_0_0.csv\"]:\n        parameters[\"data_file\"] = f\"https://modin-datasets.s3.amazonaws.com/h2o/{data_file}\"\n        run_benchmark(parameters)\n", "path": "examples/cluster/h2o-runner.py"}, {"content": "# Licensed to Modin Development Team under one or more contributor license agreements.\n# See the NOTICE file distributed with this work for additional information regarding\n# copyright ownership.  The Modin Development Team licenses this file to you under the\n# Apache License, Version 2.0 (the \"License\"); you may not use this file except in\n# compliance with the License.  You may obtain a copy of the License at\n#\n#     http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software distributed under\n# the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific language\n# governing permissions and limitations under the License.\n\n\n# pip install git+https://github.com/intel-ai/ibis.git@develop\n# pip install braceexpand\n\n# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH\n\n# the following import turns on experimental mode in Modin,\n# including enabling running things in remote cloud\nimport modin.experimental.pandas as pd  # noqa: F401\nfrom modin.experimental.cloud import create_cluster\n\nfrom mortgage import run_benchmark\n\ntest_cluster = create_cluster(\n    \"aws\",\n    \"aws_credentials\",\n    cluster_name=\"rayscale-test\",\n    region=\"eu-north-1\",\n    zone=\"eu-north-1b\",\n    image=\"ami-00e1e82d7d4ca80d3\",\n)\nwith test_cluster:\n\n    parameters = {\n        \"data_file\": \"https://modin-datasets.s3.amazonaws.com/mortgage\",\n        # \"data_file\": \"s3://modin-datasets/mortgage\",\n        \"dfiles_num\": 1,\n        \"no_ml\": True,\n        \"validation\": False,\n        \"no_ibis\": True,\n        \"no_pandas\": False,\n        \"pandas_mode\": \"Modin_on_ray\",\n        \"ray_tmpdir\": \"/tmp\",\n        \"ray_memory\": 1024 * 1024 * 1024,\n    }\n\n    run_benchmark(parameters)\n", "path": "examples/cluster/mortgage-runner.py"}, {"content": "# Licensed to Modin Development Team under one or more contributor license agreements.\n# See the NOTICE file distributed with this work for additional information regarding\n# copyright ownership.  The Modin Development Team licenses this file to you under the\n# Apache License, Version 2.0 (the \"License\"); you may not use this file except in\n# compliance with the License.  You may obtain a copy of the License at\n#\n#     http://www.apache.org/licenses/LICENSE-2.0\n#\n# Unless required by applicable law or agreed to in writing, software distributed under\n# the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF\n# ANY KIND, either express or implied. See the License for the specific language\n# governing permissions and limitations under the License.\n\n\n# pip install git+https://github.com/intel-ai/ibis.git@develop\n# pip install braceexpand\n\n# NOTE: expects https://github.com/intel-ai/omniscripts checked out and in PYTHONPATH\n\nimport sys\n\nUSE_OMNISCI = \"--omnisci\" in sys.argv\n\n# the following import turns on experimental mode in Modin,\n# including enabling running things in remote cloud\nimport modin.experimental.pandas as pd  # noqa: F401\nfrom modin.experimental.cloud import create_cluster\n\nfrom taxi import run_benchmark as run_benchmark\n\ncluster_params = {}\nif USE_OMNISCI:\n    cluster_params[\"cluster_type\"] = \"omnisci\"\ntest_cluster = create_cluster(\n    \"aws\",\n    \"aws_credentials\",\n    cluster_name=\"rayscale-test\",\n    region=\"eu-north-1\",\n    zone=\"eu-north-1b\",\n    image=\"ami-00e1e82d7d4ca80d3\",\n    **cluster_params,\n)\nwith test_cluster:\n    data_file = \"https://modin-datasets.s3.amazonaws.com/trips_data.csv\"\n    if USE_OMNISCI:\n        # Workaround for GH#2099\n        from modin.experimental.cloud import get_connection\n\n        data_file, remote_data_file = \"/tmp/trips_data.csv\", data_file\n        get_connection().modules[\"subprocess\"].check_call(\n            [\"wget\", remote_data_file, \"-O\", data_file]\n        )\n\n        # Omniscripts check for files being present when given local file paths,\n        # so replace \"glob\" there with a remote one\n        import utils.utils\n\n        utils.utils.glob = get_connection().modules[\"glob\"]\n\n    parameters = {\n        \"data_file\": data_file,\n        # \"data_file\": \"s3://modin-datasets/trips_data.csv\",\n        \"dfiles_num\": 1,\n        \"validation\": False,\n        \"no_ibis\": True,\n        \"no_pandas\": False,\n        \"pandas_mode\": \"Modin_on_omnisci\" if USE_OMNISCI else \"Modin_on_ray\",\n        \"ray_tmpdir\": \"/tmp\",\n        \"ray_memory\": 1024 * 1024 * 1024,\n    }\n\n    run_benchmark(parameters)\n", "path": "examples/cluster/taxi-runner.py"}]}