simon-mo · July 23, 2021 20:10
diff --git a/dask-on-ray-test.sh b/dask-on-ray-test.sh
 #!/bin/bash

 # NOTE: Only working for Python 3.7 on MacOS.
 # NOTE: Please modify the wheel URL.
 # DASK_VERSION=("2021.5.0" "2021.4.1" "2021.4.0" "2021.3.1" "2021.2.0" "2021.1.1" "2020.12.0")
 DASK_VERSION=(
    "2021.7.0" "2021.6.2" "2021.6.1" "2021.6.0"
    "2021.5.1" "2021.5.0" "2021.4.1" "2021.4.0"
    "2021.3.1" "2021.2.0" "2021.1.1" "2020.12.0"
 )

 unset RAY_ADDRESS

 pip install --upgrade pip pytest

 # Comment out the below block for testing.
 echo "Please run vi dask-on-ray-test.sh and modify the ray wheel properly."
 echo "Also make sure that you are in the right branch on your repo."
 echo "For example, if you are using releases/1.3.0 wheel, you should checkout to that repo."
 echo "Example: git checkout -b releases/1.3.0 upstream/releases/1.3.0"
 #exit 1
 pip uninstall -y ray
 pip install -U https://s3-us-west-2.amazonaws.com/ray-wheels/releases/1.5.0/ddad6a2458bded21035797ec84ba67b8a8c15ca5/ray-1.5.0-cp37-cp37m-macosx_10_13_intel.whl

 for dask_version in "${DASK_VERSION[@]}"
 do   # The quotes are necessary here
    echo "=================================================="
    echo "Downloading Dask of version '${dask_version}'"
    pip uninstall -y dask
    pip install -U "dask[complete]==${dask_version}"
    printf "==================================================\n\n\n"
    echo "=================================================="
    echo "Running tests against dask version ${dask_version}"
    python -m pytest -v test_dask_scheduler.py
    python -m pytest -v test_dask_callback.py
    python -m pytest -v test_dask_optimization.py
    printf "==================================================\n\n\n"
 done
diff --git a/test_output.log b/test_output.log
 Requirement already satisfied: pip in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (21.1.3)
 Requirement already satisfied: pytest in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (6.2.4)
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 Please run vi dask-on-ray-test.sh and modify the ray wheel properly.
 Also make sure that you are in the right branch on your repo.
 For example, if you are using releases/1.3.0 wheel, you should checkout to that repo.
 Example: git checkout -b releases/1.3.0 upstream/releases/1.3.0
 Found existing installation: ray 1.5.0
 Uninstalling ray-1.5.0:
  Successfully uninstalled ray-1.5.0
 Collecting ray==1.5.0
  Using cached https://s3-us-west-2.amazonaws.com/ray-wheels/releases/1.5.0/ddad6a2458bded21035797ec84ba67b8a8c15ca5/ray-1.5.0-cp37-cp37m-macosx_10_13_intel.whl (53.5 MB)
 Requirement already satisfied: aioredis in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from ray==1.5.0) (1.3.1)
 Requirement already satisfied: grpcio>=1.28.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from ray==1.5.0) (1.39.0)
 Requirement already satisfied: protobuf>=3.15.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from ray==1.5.0) (3.17.3)
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 Installing collected packages: ray
 Successfully installed ray-1.5.0
 ==================================================
 Downloading Dask of version '2021.7.0'
 Found existing installation: dask 2021.2.0
 Uninstalling dask-2021.2.0:
  Successfully uninstalled dask-2021.2.0
 Collecting dask[complete]==2021.7.0
  Using cached dask-2021.7.0-py3-none-any.whl (977 kB)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.7.0) (0.11.1)
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 Collecting distributed==2021.07.0
  Using cached distributed-2021.7.0-py3-none-any.whl (1.0 MB)
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 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.2.0
    Uninstalling distributed-2021.2.0:
      Successfully uninstalled distributed-2021.2.0
 Successfully installed dask-2021.7.0 distributed-2021.7.0
 ==================================================


 ==================================================
 Running tests against dask version 2021.7.0
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 9.34s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 23.46s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.88s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.6.2'
 Found existing installation: dask 2021.7.0
 Uninstalling dask-2021.7.0:
  Successfully uninstalled dask-2021.7.0
 Collecting dask[complete]==2021.6.2
  Using cached dask-2021.6.2-py3-none-any.whl (973 kB)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.2) (1.2.0)
 Requirement already satisfied: cloudpickle>=1.1.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.2) (1.6.0)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.2) (2021.7.0)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.2) (0.11.1)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.2) (5.4.1)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.2) (2.3.3)
 Collecting distributed==2021.06.2
  Using cached distributed-2021.6.2-py3-none-any.whl (722 kB)
 Requirement already satisfied: numpy>=1.16 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.2) (1.21.1)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.2) (1.3.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.2->dask[complete]==2021.6.2) (52.0.0.post20210125)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.2->dask[complete]==2021.6.2) (2.4.0)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.2->dask[complete]==2021.6.2) (2.0.0)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.2->dask[complete]==2021.6.2) (1.0.2)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.2->dask[complete]==2021.6.2) (8.0.1)
 Requirement already satisfied: tornado>=5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.2->dask[complete]==2021.6.2) (6.1)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.2->dask[complete]==2021.6.2) (5.8.0)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.2->dask[complete]==2021.6.2) (1.7.0)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.2) (2.8.2)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.2) (3.0.1)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.2) (21.0)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.2) (8.3.1)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.2) (3.10.0.0)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed==2021.06.2->dask[complete]==2021.6.2) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.2) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.2) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.6.2) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.6.2) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.2) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed==2021.06.2->dask[complete]==2021.6.2) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed==2021.06.2->dask[complete]==2021.6.2) (3.5.0)
 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.7.0
    Uninstalling distributed-2021.7.0:
      Successfully uninstalled distributed-2021.7.0
 Successfully installed dask-2021.6.2 distributed-2021.6.2
 ==================================================


 ==================================================
 Running tests against dask version 2021.6.2
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 8.56s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 23.35s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.75s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.6.1'
 Found existing installation: dask 2021.6.2
 Uninstalling dask-2021.6.2:
  Successfully uninstalled dask-2021.6.2
 Collecting dask[complete]==2021.6.1
  Using cached dask-2021.6.1-py3-none-any.whl (973 kB)
 Requirement already satisfied: cloudpickle>=1.1.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.1) (1.6.0)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.1) (2021.7.0)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.1) (1.2.0)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.1) (5.4.1)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.1) (0.11.1)
 Collecting distributed==2021.06.1
  Using cached distributed-2021.6.1-py3-none-any.whl (722 kB)
 Requirement already satisfied: numpy>=1.16 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.1) (1.21.1)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.1) (1.3.0)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.1) (2.3.3)
 Requirement already satisfied: tornado>=5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.1->dask[complete]==2021.6.1) (6.1)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.1->dask[complete]==2021.6.1) (2.0.0)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.1->dask[complete]==2021.6.1) (8.0.1)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.1->dask[complete]==2021.6.1) (2.4.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.1->dask[complete]==2021.6.1) (52.0.0.post20210125)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.1->dask[complete]==2021.6.1) (5.8.0)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.1->dask[complete]==2021.6.1) (1.0.2)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.1->dask[complete]==2021.6.1) (1.7.0)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.1) (2.8.2)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.1) (3.10.0.0)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.1) (21.0)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.1) (8.3.1)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.1) (3.0.1)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed==2021.06.1->dask[complete]==2021.6.1) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.1) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.1) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.6.1) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.6.1) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.1) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed==2021.06.1->dask[complete]==2021.6.1) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed==2021.06.1->dask[complete]==2021.6.1) (3.5.0)
 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.6.2
    Uninstalling distributed-2021.6.2:
      Successfully uninstalled distributed-2021.6.2
 Successfully installed dask-2021.6.1 distributed-2021.6.1
 ==================================================


 ==================================================
 Running tests against dask version 2021.6.1
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 7.85s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 23.06s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.82s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.6.0'
 Found existing installation: dask 2021.6.1
 Uninstalling dask-2021.6.1:
  Successfully uninstalled dask-2021.6.1
 Collecting dask[complete]==2021.6.0
  Using cached dask-2021.6.0-py3-none-any.whl (965 kB)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.0) (1.2.0)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.0) (5.4.1)
 Requirement already satisfied: cloudpickle>=1.1.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.0) (1.6.0)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.0) (0.11.1)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.0) (2021.7.0)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.0) (2.3.3)
 Collecting distributed==2021.06.0
  Using cached distributed-2021.6.0-py3-none-any.whl (715 kB)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.0) (1.3.0)
 Requirement already satisfied: numpy>=1.16 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.6.0) (1.21.1)
 Requirement already satisfied: tornado>=5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.0->dask[complete]==2021.6.0) (6.1)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.0->dask[complete]==2021.6.0) (2.0.0)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.0->dask[complete]==2021.6.0) (5.8.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.0->dask[complete]==2021.6.0) (52.0.0.post20210125)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.0->dask[complete]==2021.6.0) (8.0.1)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.0->dask[complete]==2021.6.0) (1.7.0)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.0->dask[complete]==2021.6.0) (1.0.2)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.06.0->dask[complete]==2021.6.0) (2.4.0)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.0) (21.0)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.0) (3.0.1)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.0) (8.3.1)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.0) (3.10.0.0)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.0) (2.8.2)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed==2021.06.0->dask[complete]==2021.6.0) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.0) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.0) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.6.0) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.6.0) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.6.0) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed==2021.06.0->dask[complete]==2021.6.0) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed==2021.06.0->dask[complete]==2021.6.0) (3.5.0)
 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.6.1
    Uninstalling distributed-2021.6.1:
      Successfully uninstalled distributed-2021.6.1
 Successfully installed dask-2021.6.0 distributed-2021.6.0
 ==================================================


 ==================================================
 Running tests against dask version 2021.6.0
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 8.24s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 23.38s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.75s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.5.1'
 Found existing installation: dask 2021.6.0
 Uninstalling dask-2021.6.0:
  Successfully uninstalled dask-2021.6.0
 Collecting dask[complete]==2021.5.1
  Using cached dask-2021.5.1-py3-none-any.whl (964 kB)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.1) (2021.7.0)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.1) (0.11.1)
 Requirement already satisfied: cloudpickle>=1.1.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.1) (1.6.0)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.1) (5.4.1)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.1) (1.2.0)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.1) (2.3.3)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.1) (1.3.0)
 Requirement already satisfied: numpy>=1.16 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.1) (1.21.1)
 Collecting distributed==2021.05.1
  Using cached distributed-2021.5.1-py3-none-any.whl (705 kB)
 Requirement already satisfied: tornado>=5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.1->dask[complete]==2021.5.1) (6.1)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.1->dask[complete]==2021.5.1) (52.0.0.post20210125)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.1->dask[complete]==2021.5.1) (5.8.0)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.1->dask[complete]==2021.5.1) (1.0.2)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.1->dask[complete]==2021.5.1) (2.4.0)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.1->dask[complete]==2021.5.1) (1.7.0)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.1->dask[complete]==2021.5.1) (8.0.1)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.1->dask[complete]==2021.5.1) (2.0.0)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.1) (3.10.0.0)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.1) (8.3.1)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.1) (21.0)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.1) (3.0.1)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.1) (2.8.2)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed==2021.05.1->dask[complete]==2021.5.1) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.1) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.1) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.5.1) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.5.1) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.1) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed==2021.05.1->dask[complete]==2021.5.1) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed==2021.05.1->dask[complete]==2021.5.1) (3.5.0)
 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.6.0
    Uninstalling distributed-2021.6.0:
      Successfully uninstalled distributed-2021.6.0
 Successfully installed dask-2021.5.1 distributed-2021.5.1
 ==================================================


 ==================================================
 Running tests against dask version 2021.5.1
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 8.29s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 23.00s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.74s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.5.0'
 Found existing installation: dask 2021.5.1
 Uninstalling dask-2021.5.1:
  Successfully uninstalled dask-2021.5.1
 Collecting dask[complete]==2021.5.0
  Using cached dask-2021.5.0-py3-none-any.whl (960 kB)
 Requirement already satisfied: cloudpickle>=1.1.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.0) (1.6.0)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.0) (1.2.0)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.0) (5.4.1)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.0) (0.11.1)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.0) (2021.7.0)
 Requirement already satisfied: numpy>=1.16 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.0) (1.21.1)
 Collecting distributed==2021.05.0
  Using cached distributed-2021.5.0-py3-none-any.whl (699 kB)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.0) (2.3.3)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.5.0) (1.3.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.0->dask[complete]==2021.5.0) (52.0.0.post20210125)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.0->dask[complete]==2021.5.0) (1.7.0)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.0->dask[complete]==2021.5.0) (2.0.0)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.0->dask[complete]==2021.5.0) (5.8.0)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.0->dask[complete]==2021.5.0) (8.0.1)
 Requirement already satisfied: tornado>=5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.0->dask[complete]==2021.5.0) (6.1)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.0->dask[complete]==2021.5.0) (1.0.2)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed==2021.05.0->dask[complete]==2021.5.0) (2.4.0)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.0) (2.8.2)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.0) (3.0.1)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.0) (21.0)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.0) (3.10.0.0)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.0) (8.3.1)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed==2021.05.0->dask[complete]==2021.5.0) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.0) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.0) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.5.0) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.5.0) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.5.0) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed==2021.05.0->dask[complete]==2021.5.0) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed==2021.05.0->dask[complete]==2021.5.0) (3.5.0)
 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.5.1
    Uninstalling distributed-2021.5.1:
      Successfully uninstalled distributed-2021.5.1
 Successfully installed dask-2021.5.0 distributed-2021.5.0
 ==================================================


 ==================================================
 Running tests against dask version 2021.5.0
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 8.13s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 22.86s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.72s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.4.1'
 Found existing installation: dask 2021.5.0
 Uninstalling dask-2021.5.0:
  Successfully uninstalled dask-2021.5.0
 Collecting dask[complete]==2021.4.1
  Using cached dask-2021.4.1-py3-none-any.whl (952 kB)
 Requirement already satisfied: cloudpickle>=1.1.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (1.6.0)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (5.4.1)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (2021.7.0)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (0.11.1)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (1.2.0)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (1.3.0)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (2.3.3)
 Requirement already satisfied: numpy>=1.16 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (1.21.1)
 Requirement already satisfied: distributed>=2021.04.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.1) (2021.5.0)
 Requirement already satisfied: tornado>=5.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (6.1)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (8.3.1)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (3.0.1)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (3.10.0.0)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (2.8.2)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (21.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.04.1->dask[complete]==2021.4.1) (52.0.0.post20210125)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.04.1->dask[complete]==2021.4.1) (5.8.0)
 Collecting distributed>=2021.04.1
  Using cached distributed-2021.7.1-py3-none-any.whl (766 kB)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.04.1->dask[complete]==2021.4.1) (1.7.0)
  Using cached distributed-2021.7.0-py3-none-any.whl (1.0 MB)
  Using cached distributed-2021.6.2-py3-none-any.whl (722 kB)
  Using cached distributed-2021.6.1-py3-none-any.whl (722 kB)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.04.1->dask[complete]==2021.4.1) (1.0.2)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.04.1->dask[complete]==2021.4.1) (2.4.0)
  Using cached distributed-2021.6.0-py3-none-any.whl (715 kB)
  Using cached distributed-2021.5.1-py3-none-any.whl (705 kB)
  Using cached distributed-2021.4.1-py3-none-any.whl (696 kB)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.04.1->dask[complete]==2021.4.1) (8.0.1)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.04.1->dask[complete]==2021.4.1) (2.0.0)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed>=2021.04.1->dask[complete]==2021.4.1) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.4.1) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.4.1) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.1) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed>=2021.04.1->dask[complete]==2021.4.1) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed>=2021.04.1->dask[complete]==2021.4.1) (3.5.0)
 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.5.0
    Uninstalling distributed-2021.5.0:
      Successfully uninstalled distributed-2021.5.0
 Successfully installed dask-2021.4.1 distributed-2021.4.1
 ==================================================


 ==================================================
 Running tests against dask version 2021.4.1
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 8.04s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 22.92s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.76s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.4.0'
 Found existing installation: dask 2021.4.1
 Uninstalling dask-2021.4.1:
  Successfully uninstalled dask-2021.4.1
 Collecting dask[complete]==2021.4.0
  Using cached dask-2021.4.0-py3-none-any.whl (941 kB)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (0.11.1)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (2021.7.0)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (1.2.0)
 Requirement already satisfied: cloudpickle>=1.1.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (1.6.0)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (5.4.1)
 Requirement already satisfied: distributed>=2021.03.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (2021.4.1)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (1.3.0)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (2.3.3)
 Requirement already satisfied: numpy>=1.16 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.4.0) (1.21.1)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (8.3.1)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (21.0)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (2.8.2)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (3.10.0.0)
 Requirement already satisfied: tornado>=5.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (6.1)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (3.0.1)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.4.0) (2.0.0)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.4.0) (2.4.0)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.4.0) (5.8.0)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.4.0) (8.0.1)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.4.0) (1.7.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.4.0) (52.0.0.post20210125)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.4.0) (1.0.2)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed>=2021.03.0->dask[complete]==2021.4.0) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.4.0) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.4.0) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.4.0) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed>=2021.03.0->dask[complete]==2021.4.0) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed>=2021.03.0->dask[complete]==2021.4.0) (3.5.0)
 Installing collected packages: dask
 Successfully installed dask-2021.4.0
 ==================================================


 ==================================================
 Running tests against dask version 2021.4.0
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 7.66s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 22.56s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.72s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.3.1'
 Found existing installation: dask 2021.4.0
 Uninstalling dask-2021.4.0:
  Successfully uninstalled dask-2021.4.0
 Collecting dask[complete]==2021.3.1
  Using cached dask-2021.3.1-py3-none-any.whl (935 kB)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (0.11.1)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (5.4.1)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (1.2.0)
 Requirement already satisfied: cloudpickle>=1.1.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (1.6.0)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (2021.7.0)
 Requirement already satisfied: distributed>=2021.03.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (2021.4.1)
 Requirement already satisfied: numpy>=1.16 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (1.21.1)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (1.3.0)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.3.1) (2.3.3)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (2.8.2)
 Requirement already satisfied: tornado>=5.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (6.1)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (3.0.1)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (3.10.0.0)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (8.3.1)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (21.0)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.3.1) (5.8.0)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.3.1) (8.0.1)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.3.1) (1.7.0)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.3.1) (2.4.0)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.3.1) (1.0.2)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.3.1) (2.0.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2021.03.0->dask[complete]==2021.3.1) (52.0.0.post20210125)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed>=2021.03.0->dask[complete]==2021.3.1) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.3.1) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.3.1) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.3.1) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed>=2021.03.0->dask[complete]==2021.3.1) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed>=2021.03.0->dask[complete]==2021.3.1) (3.5.0)
 Installing collected packages: dask
 Successfully installed dask-2021.3.1
 ==================================================


 ==================================================
 Running tests against dask version 2021.3.1
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 8.08s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 23.37s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.69s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.2.0'
 Found existing installation: dask 2021.3.1
 Uninstalling dask-2021.3.1:
  Successfully uninstalled dask-2021.3.1
 Collecting dask[complete]==2021.2.0
  Using cached dask-2021.2.0-py3-none-any.whl (900 kB)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.2.0) (5.4.1)
 Requirement already satisfied: cloudpickle>=0.2.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.2.0) (1.6.0)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.2.0) (2021.7.0)
 Requirement already satisfied: numpy>=1.15.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.2.0) (1.21.1)
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 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.2.0) (1.3.0)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.2.0) (1.2.0)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.2.0) (0.11.1)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.2.0) (3.10.0.0)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.2.0) (3.0.1)
 Requirement already satisfied: tornado>=5.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.2.0) (6.1)
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 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.2.0) (2.8.2)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.2.0) (8.3.1)
 Collecting distributed>=2.0
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 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.2.0) (2.4.0)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.2.0) (2.0.0)
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 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.2.0) (1.0.2)
  Using cached distributed-2021.6.2-py3-none-any.whl (722 kB)
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 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.2.0) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.2.0) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.2.0) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.2.0) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.2.0) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed>=2.0->dask[complete]==2021.2.0) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed>=2.0->dask[complete]==2021.2.0) (3.5.0)
 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.4.1
    Uninstalling distributed-2021.4.1:
      Successfully uninstalled distributed-2021.4.1
 Successfully installed dask-2021.2.0 distributed-2021.2.0
 ==================================================


 ==================================================
 Running tests against dask version 2021.2.0
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 8.02s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 22.60s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.68s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2021.1.1'
 Found existing installation: dask 2021.2.0
 Uninstalling dask-2021.2.0:
  Successfully uninstalled dask-2021.2.0
 Collecting dask[complete]==2021.1.1
  Downloading dask-2021.1.1-py3-none-any.whl (891 kB)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (5.4.1)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (2021.7.0)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (2.3.3)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (0.11.1)
 Requirement already satisfied: numpy>=1.15.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (1.21.1)
 Requirement already satisfied: distributed>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (2021.2.0)
 Requirement already satisfied: cloudpickle>=0.2.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (1.6.0)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (1.3.0)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2021.1.1) (1.2.0)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (3.0.1)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (21.0)
 Requirement already satisfied: tornado>=5.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (6.1)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (3.10.0.0)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (8.3.1)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (2.8.2)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.1.1) (2.4.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.1.1) (52.0.0.post20210125)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.1.1) (5.8.0)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.1.1) (2.0.0)
 Collecting distributed>=2.0
  Using cached distributed-2021.7.1-py3-none-any.whl (766 kB)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.1.1) (1.7.0)
  Using cached distributed-2021.7.0-py3-none-any.whl (1.0 MB)
  Using cached distributed-2021.6.2-py3-none-any.whl (722 kB)
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  Using cached distributed-2021.3.1-py3-none-any.whl (679 kB)
  Using cached distributed-2021.3.0-py3-none-any.whl (675 kB)
  Downloading distributed-2021.1.1-py3-none-any.whl (672 kB)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.1.1) (8.0.1)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2021.1.1) (1.0.2)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed>=2.0->dask[complete]==2021.1.1) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2021.1.1) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2021.1.1) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2021.1.1) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed>=2.0->dask[complete]==2021.1.1) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed>=2.0->dask[complete]==2021.1.1) (3.5.0)
 Installing collected packages: dask, distributed
  Attempting uninstall: distributed
    Found existing installation: distributed 2021.2.0
    Uninstalling distributed-2021.2.0:
      Successfully uninstalled distributed-2021.2.0
 Successfully installed dask-2021.1.1 distributed-2021.1.1
 ==================================================


 ==================================================
 Running tests against dask version 2021.1.1
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 7.61s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 22.75s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.72s =========================
 ==================================================


 ==================================================
 Downloading Dask of version '2020.12.0'
 Found existing installation: dask 2021.1.1
 Uninstalling dask-2021.1.1:
  Successfully uninstalled dask-2021.1.1
 Collecting dask[complete]==2020.12.0
  Downloading dask-2020.12.0-py3-none-any.whl (884 kB)
 Requirement already satisfied: pyyaml in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (5.4.1)
 Requirement already satisfied: numpy>=1.15.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (1.21.1)
 Requirement already satisfied: toolz>=0.8.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (0.11.1)
 Requirement already satisfied: cloudpickle>=0.2.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (1.6.0)
 Requirement already satisfied: fsspec>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (2021.7.0)
 Requirement already satisfied: partd>=0.3.10 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (1.2.0)
 Requirement already satisfied: distributed>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (2021.1.1)
 Requirement already satisfied: bokeh!=2.0.0,>=1.0.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (2.3.3)
 Requirement already satisfied: pandas>=0.25.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from dask[complete]==2020.12.0) (1.3.0)
 Requirement already satisfied: Jinja2>=2.9 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (3.0.1)
 Requirement already satisfied: tornado>=5.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (6.1)
 Requirement already satisfied: typing-extensions>=3.7.4 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (3.10.0.0)
 Requirement already satisfied: python-dateutil>=2.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (2.8.2)
 Requirement already satisfied: packaging>=16.8 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (21.0)
 Requirement already satisfied: pillow>=7.1.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (8.3.1)
 Requirement already satisfied: tblib>=1.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2020.12.0) (1.7.0)
 Requirement already satisfied: msgpack>=0.6.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2020.12.0) (1.0.2)
 Requirement already satisfied: zict>=0.1.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2020.12.0) (2.0.0)
 Requirement already satisfied: psutil>=5.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2020.12.0) (5.8.0)
 Requirement already satisfied: click>=6.6 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2020.12.0) (8.0.1)
 Requirement already satisfied: sortedcontainers!=2.0.0,!=2.0.1 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2020.12.0) (2.4.0)
 Requirement already satisfied: setuptools in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from distributed>=2.0->dask[complete]==2020.12.0) (52.0.0.post20210125)
 Requirement already satisfied: importlib-metadata in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from click>=6.6->distributed>=2.0->dask[complete]==2020.12.0) (4.6.1)
 Requirement already satisfied: MarkupSafe>=2.0 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from Jinja2>=2.9->bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (2.0.1)
 Requirement already satisfied: pyparsing>=2.0.2 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from packaging>=16.8->bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (2.4.7)
 Requirement already satisfied: pytz>=2017.3 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from pandas>=0.25.0->dask[complete]==2020.12.0) (2021.1)
 Requirement already satisfied: locket in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from partd>=0.3.10->dask[complete]==2020.12.0) (0.2.1)
 Requirement already satisfied: six>=1.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from python-dateutil>=2.1->bokeh!=2.0.0,>=1.0.0->dask[complete]==2020.12.0) (1.16.0)
 Requirement already satisfied: heapdict in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from zict>=0.1.3->distributed>=2.0->dask[complete]==2020.12.0) (1.0.1)
 Requirement already satisfied: zipp>=0.5 in /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages (from importlib-metadata->click>=6.6->distributed>=2.0->dask[complete]==2020.12.0) (3.5.0)
 Installing collected packages: dask
 Successfully installed dask-2020.12.0
 ==================================================


 ==================================================
 Running tests against dask version 2020.12.0
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_scheduler.py::test_ray_dask_basic PASSED                       [ 50%]
 test_dask_scheduler.py::test_ray_dask_persist PASSED                     [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 8.73s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 8 items

 test_dask_callback.py::test_callback_active PASSED                       [ 12%]
 test_dask_callback.py::test_presubmit_shortcircuit PASSED                [ 25%]
 test_dask_callback.py::test_pretask_posttask_shared_state PASSED         [ 37%]
 test_dask_callback.py::test_postsubmit PASSED                            [ 50%]
 test_dask_callback.py::test_postsubmit_all PASSED                        [ 62%]
 test_dask_callback.py::test_finish PASSED                                [ 75%]
 test_dask_callback.py::test_multiple_callbacks PASSED                    [ 87%]
 test_dask_callback.py::test_pretask_posttask_shared_state_multi PASSED   [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ======================== 8 passed, 1 warning in 23.72s =========================
 ============================= test session starts ==============================
 platform darwin -- Python 3.7.10, pytest-6.2.4, py-1.10.0, pluggy-0.13.1 -- /Users/simonmo/miniconda3/envs/py37-1.5.0/bin/python
 cachedir: .pytest_cache
 rootdir: /private/tmp/dask-test
 collecting ... collected 2 items

 test_dask_optimization.py::test_rewrite_simple_shuffle_layer PASSED      [ 50%]
 test_dask_optimization.py::test_dataframe_optimize PASSED                [100%]

 =============================== warnings summary ===============================
 ../../../Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61
  /Users/simonmo/miniconda3/envs/py37-1.5.0/lib/python3.7/site-packages/ray/autoscaler/_private/cli_logger.py:61: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
    "update your install command.", FutureWarning)

 -- Docs: https://docs.pytest.org/en/stable/warnings.html
 ========================= 2 passed, 1 warning in 0.77s =========================
 ==================================================
	#!/bin/bash

	# NOTE: Only working for Python 3.7 on MacOS.
	# NOTE: Please modify the wheel URL.
	# DASK_VERSION=("2021.5.0" "2021.4.1" "2021.4.0" "2021.3.1" "2021.2.0" "2021.1.1" "2020.12.0")
	DASK_VERSION=(
	"2021.7.0" "2021.6.2" "2021.6.1" "2021.6.0"
	"2021.5.1" "2021.5.0" "2021.4.1" "2021.4.0"
	"2021.3.1" "2021.2.0" "2021.1.1" "2020.12.0"
	)

	unset RAY_ADDRESS

	pip install --upgrade pip pytest

	# Comment out the below block for testing.
	echo "Please run vi dask-on-ray-test.sh and modify the ray wheel properly."
	echo "Also make sure that you are in the right branch on your repo."
	echo "For example, if you are using releases/1.3.0 wheel, you should checkout to that repo."
	echo "Example: git checkout -b releases/1.3.0 upstream/releases/1.3.0"
	#exit 1
	pip uninstall -y ray
	pip install -U https://s3-us-west-2.amazonaws.com/ray-wheels/releases/1.5.0/ddad6a2458bded21035797ec84ba67b8a8c15ca5/ray-1.5.0-cp37-cp37m-macosx_10_13_intel.whl

	for dask_version in "${DASK_VERSION[@]}"
	do # The quotes are necessary here
	echo "=================================================="
	echo "Downloading Dask of version '${dask_version}'"
	pip uninstall -y dask
	pip install -U "dask[complete]==${dask_version}"
	printf "==================================================\n\n\n"
	echo "=================================================="
	echo "Running tests against dask version ${dask_version}"
	python -m pytest -v test_dask_scheduler.py
	python -m pytest -v test_dask_callback.py
	python -m pytest -v test_dask_optimization.py
	printf "==================================================\n\n\n"
	done
No results found