Ax: New release of ax-platform is raising `ModuleNotFoundError`
Is there a workaround for this?
(base) ➜ ~ git:(master) ✗ pip install -U ax-platform
Collecting ax-platform
Downloading https://files.pythonhosted.org/packages/22/94/4664137378b701f1b5fe2612e2b111a20c05e88abaeeef9e44eee048ffa8/ax_platform-0.1.15-py3-none-any.whl (599kB)
|████████████████████████████████| 604kB 3.0MB/s
Requirement already satisfied, skipping upgrade: pandas in ~/miniconda3/lib/python3.7/site-packages (from ax-platform) (1.0.5)
Requirement already satisfied, skipping upgrade: jinja2 in ~/miniconda3/lib/python3.7/site-packages (from ax-platform) (2.11.2)
Requirement already satisfied, skipping upgrade: plotly in ~/miniconda3/lib/python3.7/site-packages (from ax-platform) (4.9.0)
Requirement already satisfied, skipping upgrade: scipy in ~/miniconda3/lib/python3.7/site-packages (from ax-platform) (1.4.1)
Requirement already satisfied, skipping upgrade: botorch>=0.2.2 in ~/miniconda3/lib/python3.7/site-packages (from ax-platform) (0.3.0)
Requirement already satisfied, skipping upgrade: scikit-learn in ~/miniconda3/lib/python3.7/site-packages (from ax-platform) (0.22.2)
Requirement already satisfied, skipping upgrade: python-dateutil>=2.6.1 in ~/miniconda3/lib/python3.7/site-packages (from pandas->ax-platform) (2.8.1)
Requirement already satisfied, skipping upgrade: numpy>=1.13.3 in ~/miniconda3/lib/python3.7/site-packages (from pandas->ax-platform) (1.18.1)
Requirement already satisfied, skipping upgrade: pytz>=2017.2 in ~/miniconda3/lib/python3.7/site-packages (from pandas->ax-platform) (2020.1)
Requirement already satisfied, skipping upgrade: MarkupSafe>=0.23 in ~/miniconda3/lib/python3.7/site-packages (from jinja2->ax-platform) (1.1.1)
Requirement already satisfied, skipping upgrade: six in ~/miniconda3/lib/python3.7/site-packages (from plotly->ax-platform) (1.12.0)
Requirement already satisfied, skipping upgrade: retrying>=1.3.3 in ~/miniconda3/lib/python3.7/site-packages (from plotly->ax-platform) (1.3.3)
Requirement already satisfied, skipping upgrade: torch>=1.5 in ~/miniconda3/lib/python3.7/site-packages (from botorch>=0.2.2->ax-platform) (1.5.1)
Requirement already satisfied, skipping upgrade: gpytorch>=1.1.1 in ~/miniconda3/lib/python3.7/site-packages (from botorch>=0.2.2->ax-platform) (1.2.0)
Requirement already satisfied, skipping upgrade: joblib>=0.11 in ~/miniconda3/lib/python3.7/site-packages (from scikit-learn->ax-platform) (0.15.1)
Requirement already satisfied, skipping upgrade: future in ~/miniconda3/lib/python3.7/site-packages (from torch>=1.5->botorch>=0.2.2->ax-platform) (0.18.2)
Installing collected packages: ax-platform
Found existing installation: ax-platform 0.1.14
Uninstalling ax-platform-0.1.14:
Successfully uninstalled ax-platform-0.1.14
Successfully installed ax-platform-0.1.15
(base) ➜ ~ git:(master) ✗ ipython
iPython 3.7.4 (default, Aug 13 2019, 15:17:50)
Type 'copyright', 'credits' or 'license' for more information
IPython 7.16.1 -- An enhanced Interactive Python. Type '?' for help.
In [1]: import ax
---------------------------------------------------------------------------
ModuleNotFoundError Traceback (most recent call last)
<ipython-input-1-709cd9cacec7> in <module>
----> 1 import ax
~/miniconda3/lib/python3.7/site-packages/ax/__init__.py in <module>
29 Trial,
30 )
---> 31 from ax.modelbridge import Models
32 from ax.service import OptimizationLoop, optimize
33 from ax.storage import load, save
~/miniconda3/lib/python3.7/site-packages/ax/modelbridge/__init__.py in <module>
8 from ax.modelbridge import transforms
9 from ax.modelbridge.base import ModelBridge
---> 10 from ax.modelbridge.factory import (
11 Models,
12 get_factorial,
~/miniconda3/lib/python3.7/site-packages/ax/modelbridge/factory.py in <module>
20 from ax.modelbridge.multi_objective_torch import MultiObjectiveTorchModelBridge
21 from ax.modelbridge.random import RandomModelBridge
---> 22 from ax.modelbridge.registry import (
23 Cont_X_trans,
24 Models,
~/miniconda3/lib/python3.7/site-packages/ax/modelbridge/registry.py in <module>
46 from ax.models.torch.botorch_kg import KnowledgeGradient
47 from ax.models.torch.botorch_mes import MaxValueEntropySearch
---> 48 from ax.models.torch.botorch_modular.model import BoTorchModel
49 from ax.models.torch.botorch_moo import MultiObjectiveBotorchModel
50 from ax.utils.common.kwargs import (
ModuleNotFoundError: No module named 'ax.models.torch.botorch_modular'
bug
richardliaw
All 6 comments
Hi, @richardliaw, thanks so much for letting us know! I believe this is due to our forgetting to bump our BoTorch version requirement. If you upgrade botorch package to 0.3.1, this should go away. Let me know if it doesn't!
lena-kashtelyan
on 30 Sep 2020
@lena-kashtelyan thanks for the fast response. I think it doesn't work actually:
Installing collected packages: torch, botorch
Found existing installation: torch 1.5.1
Uninstalling torch-1.5.1:
Successfully uninstalled torch-1.5.1
Found existing installation: botorch 0.3.0
Uninstalling botorch-0.3.0:
Successfully uninstalled botorch-0.3.0
Successfully installed botorch-0.3.1 torch-1.6.0
In [4]: exit
(base) ➜ ray git:(master) ✗
(base) ➜ ray git:(master) ✗ ipython
Python 3.7.4 (default, Aug 13 2019, 15:17:50)
Type 'copyright', 'credits' or 'license' for more information
IPython 7.16.1 -- An enhanced Interactive Python. Type '?' for help.
In [1]: import ax
---------------------------------------------------------------------------
ModuleNotFoundError Traceback (most recent call last)
<ipython-input-1-709cd9cacec7> in <module>
----> 1 import ax
~/miniconda3/lib/python3.7/site-packages/ax/__init__.py in <module>
29 Trial,
30 )
---> 31 from ax.modelbridge import Models
32 from ax.service import OptimizationLoop, optimize
33 from ax.storage import load, save
~/miniconda3/lib/python3.7/site-packages/ax/modelbridge/__init__.py in <module>
8 from ax.modelbridge import transforms
9 from ax.modelbridge.base import ModelBridge
---> 10 from ax.modelbridge.factory import (
11 Models,
12 get_factorial,
~/miniconda3/lib/python3.7/site-packages/ax/modelbridge/factory.py in <module>
20 from ax.modelbridge.multi_objective_torch import MultiObjectiveTorchModelBridge
21 from ax.modelbridge.random import RandomModelBridge
---> 22 from ax.modelbridge.registry import (
23 Cont_X_trans,
24 Models,
~/miniconda3/lib/python3.7/site-packages/ax/modelbridge/registry.py in <module>
46 from ax.models.torch.botorch_kg import KnowledgeGradient
47 from ax.models.torch.botorch_mes import MaxValueEntropySearch
---> 48 from ax.models.torch.botorch_modular.model import BoTorchModel
49 from ax.models.torch.botorch_moo import MultiObjectiveBotorchModel
50 from ax.utils.common.kwargs import (
ModuleNotFoundError: No module named 'ax.models.torch.botorch_modular'
That's perplexing, let me investigate.
lena-kashtelyan
on 30 Sep 2020
Update: Found the source of the problem, currently working on getting a fix committed (should be out in a bit) after which we will release a new version.
stevemandala
on 1 Oct 2020
❤2
Fix is out 16cb8689, also released a new version (v0.1.16) which should be available from PyPl shortly
stevemandala
on 1 Oct 2020
Thanks for the fast turnaround!
On Wed, Sep 30, 2020 at 5:22 PM Steve Mandala notifications@github.com
wrote:
Closed #387 https://github.com/facebook/Ax/issues/387.
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richardliaw
on 1 Oct 2020
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Most helpful comment
Update: Found the source of the problem, currently working on getting a fix committed (should be out in a bit) after which we will release a new version.