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binaries permitted for decanter-ai-core-sdk: https://www.piwheels.org/simple/decanter-ai-core-sdk/decanter_ai_core_sdk-1.0.7-py3-none-any.whl#sha256=f0054178ee3939c5421ac43c026a4d88a1bffa01eabefb5d637267e009a75383 (from https://www.piwheels.org/simple/decanter-ai-core-sdk/) (requires-python:>=3.7) 2021-08-19T09:56:57,686 Skipping link: No binaries permitted for decanter-ai-core-sdk: https://www.piwheels.org/simple/decanter-ai-core-sdk/decanter_ai_core_sdk-1.0.8-py3-none-any.whl#sha256=1e08cccc0b68ed6bb85f811f3efd7bcafd8f58395b3f5e2dcaafdd9b05558a02 (from https://www.piwheels.org/simple/decanter-ai-core-sdk/) (requires-python:>=3.7) 2021-08-19T09:56:57,686 Skipping link: No binaries permitted for decanter-ai-core-sdk: https://www.piwheels.org/simple/decanter-ai-core-sdk/decanter_ai_core_sdk-1.0.9-py3-none-any.whl#sha256=bce5ea2dd363b3be1a4ca80ab5b43ca6977690072b3f7e35e7559fd7e2997698 (from https://www.piwheels.org/simple/decanter-ai-core-sdk/) (requires-python:>=3.7) 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(requires-python:>=3.7) 2021-08-19T09:56:57,687 Skipping link: No binaries permitted for decanter-ai-core-sdk: https://www.piwheels.org/simple/decanter-ai-core-sdk/decanter_ai_core_sdk-1.1.3-py3-none-any.whl#sha256=684099c4af72318e1da248f46eb421cd12dbd79aa763e0aa4e9a31dd4efee02b (from https://www.piwheels.org/simple/decanter-ai-core-sdk/) (requires-python:>=3.7) 2021-08-19T09:56:57,687 Skipping link: No binaries permitted for decanter-ai-core-sdk: https://www.piwheels.org/simple/decanter-ai-core-sdk/decanter_ai_core_sdk-1.1.4-py3-none-any.whl#sha256=1d592409ffa0d7783e4610b03f5bfd8121b1c14cc97594acdeca80e6f874ffbb (from https://www.piwheels.org/simple/decanter-ai-core-sdk/) (requires-python:>=3.7) 2021-08-19T09:56:57,687 Skipping link: not a file: https://www.piwheels.org/simple/decanter-ai-core-sdk/ 2021-08-19T09:56:57,688 Skipping link: not a file: https://pypi.org/simple/decanter-ai-core-sdk/ 2021-08-19T09:56:57,704 Given no hashes to check 1 links for project 'decanter-ai-core-sdk': discarding no candidates 2021-08-19T09:56:57,719 Collecting decanter-ai-core-sdk==1.1.5 2021-08-19T09:56:57,721 Created temporary directory: /tmp/pip-unpack-dis92pyp 2021-08-19T09:56:57,912 Downloading decanter-ai-core-sdk-1.1.5.tar.gz (660 kB) 2021-08-19T09:56:58,264 Added decanter-ai-core-sdk==1.1.5 from https://files.pythonhosted.org/packages/62/19/38a13dfa74d0f9f8985e3ebafe2a35744640cb39d6861044f57946c1a168/decanter-ai-core-sdk-1.1.5.tar.gz#sha256=f42bb2e213eab72366e8b29ea41501adf75d3182d6912912062ee6dee76ddec1 to build tracker '/tmp/pip-req-tracker-6jw5k8o3' 2021-08-19T09:56:58,266 Running setup.py (path:/tmp/pip-wheel-jk6rfn8z/decanter-ai-core-sdk_74a44aa27313449684e32c8fe0cc4f2a/setup.py) egg_info for package decanter-ai-core-sdk 2021-08-19T09:56:58,266 Created temporary directory: /tmp/pip-pip-egg-info-xgcyixc7 2021-08-19T09:56:58,267 Running command python setup.py egg_info 2021-08-19T09:56:59,158 [![PyPI version](https://badge.fury.io/py/decanter-ai-core-sdk.svg)](https://pypi.org/project/decanter-ai-core-sdk/) 2021-08-19T09:56:59,159 [![MIT license](https://img.shields.io/badge/License-MIT-blue.svg)](https://github.com/MoBagel/decanter-ai-core-sdk) 2021-08-19T09:56:59,159 # MoBagel Decanter AI Core SDK 2021-08-19T09:56:59,159 Decanter AI is a powerful AutoML tool which enables everyone to build ML models and make predictions without data science background. With Decanter AI Core SDK, you can integrate Decanter AI into your application more easily with Python. 2021-08-19T09:56:59,160 It supports actions such as data uploading, model training, and prediction to run in a more efficient way and access results more easily. You can also use Decanter AI Core SDK in Jupyter Notebook for better visualization. 2021-08-19T09:56:59,160 To know more about Decanter AI and how you can be benefited with AutoML, visit [MoBagel website](https://mobagel.com/product/) and contact us to try it out! 2021-08-19T09:56:59,161 ## System Requirement 2021-08-19T09:56:59,161 * python3.7 2021-08-19T09:56:59,161 ## Install 2021-08-19T09:56:59,161 Install and update using pip: 2021-08-19T09:56:59,162 ```bash 2021-08-19T09:56:59,162 pip install decanter-ai-core-sdk 2021-08-19T09:56:59,162 ``` 2021-08-19T09:56:59,163 ## Basic Example: Upload Data 2021-08-19T09:56:59,163 ```python 2021-08-19T09:56:59,163 from decanter import core 2021-08-19T09:56:59,163 core.enable_default_logger() 2021-08-19T09:56:59,163 client = core.CoreClient(username=???, password=???, host=???) 2021-08-19T09:56:59,164 train_file = open(train_file_path, 'rb') 2021-08-19T09:56:59,164 train_data = client.upload(file=train_file, name="train") 2021-08-19T09:56:59,164 # in jupyter notebook just run the block 2021-08-19T09:56:59,165 # no need to call context.run() 2021-08-19T09:56:59,165 client.run() 2021-08-19T09:56:59,165 train_data.show() 2021-08-19T09:56:59,165 ``` 2021-08-19T09:56:59,166 ```bash 2021-08-19T09:56:59,166 $ python -m example.file 2021-08-19T09:56:59,166 15:50:09 [ INFO] [Context] no event loop to close 2021-08-19T09:56:59,166 15:50:09 [ INFO] [Context] connect healthy :) 2021-08-19T09:56:59,167 Progress UploadTask_train: 55%|█████████████████████████████████████████ 2021-08-19T09:56:59,167 ``` 2021-08-19T09:56:59,167 ## Example Dataset Path 2021-08-19T09:56:59,167 * `examples/data/` - store the general dataset 2021-08-19T09:56:59,167 * `examples/data/ts_data` - store the time series dataset 2021-08-19T09:56:59,168 ## Example Code 2021-08-19T09:56:59,168 * General Data 2021-08-19T09:56:59,168 * Python Script: [example.py](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/example.py) 2021-08-19T09:56:59,169 * Jupyter: [jupyter_example.ipynb](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/jupyter_example.ipynb) 2021-08-19T09:56:59,169 * Time Series Data 2021-08-19T09:56:59,169 * Python Script: [auto_time_series_example.py](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/auto_time_series_example.py) 2021-08-19T09:56:59,169 Note: 2021-08-19T09:56:59,169 Since Jupyter already have an event loop (asyncio), SDK will just use the current event loop. See more in [here](https://www.notion.so/API-615d2fba4e7f45c4b5fe63cc192e481f#bb4f0a4b2847450abc4f80b025469170). 2021-08-19T09:56:59,170 More details about asyncio in [learn asyncio](https://docs.python.org/3/library/asyncio.html) 2021-08-19T09:56:59,170 ```python 2021-08-19T09:56:59,170 import asyncio 2021-08-19T09:56:59,170 loop = asyncio.get_running_loop() 2021-08-19T09:56:59,170 loop.is_running() 2021-08-19T09:56:59,171 ``` 2021-08-19T09:56:59,171 ## Tutorial for Jupyter Notebook 2021-08-19T09:56:59,171 1. first you need to install jupyter lab: `pip install jupyterlab` 2021-08-19T09:56:59,171 2. this is required for progress bar to display correctly: `pip install ipywidgets` 2021-08-19T09:56:59,172 3. (optional, conda venv for jupyter notebook) `conda install nb_conda` 2021-08-19T09:56:59,172 4. `jupyter lab` 2021-08-19T09:56:59,172 * this should open your browser to jupyter lab page. 2021-08-19T09:56:59,172 * If you want to learn how to build ML models with Decanter AI, visit our [jupyter_example.ipynb](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/jupyter_example.ipynb) for step by step tutorial. 2021-08-19T09:56:59,172 * If you need to handle running tasks well, refer to our [jupyter_jobs_handle_example.ipynb](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/jupyter_jobs_handle_example.ipynb). 2021-08-19T09:56:59,173 ## Development Guide and Flow 2021-08-19T09:56:59,173 * If you are curious about why Decanter AI Core SDK does certain things the way it does and not differently, visit our [Development Guide](https://mobagel.github.io/decanter-ai-core-sdk/notes/design.html) 2021-08-19T09:56:59,174 ## Documentation 2021-08-19T09:56:59,174 To understand how we design Decanter AI Core SDK, `doc/` contains the complete documentation, including the design system, the use of each API, and the required dependencies to install. Refer to our [document page](https://mobagel.github.io/decanter-ai-core-sdk/index.html) to navigate the complete information. 2021-08-19T09:56:59,174 ## Contributing 2021-08-19T09:56:59,175 For guidance on setting up a development environment and how to make a contribution to Decanter AI Core SDK, see the [contributing guidelines](https://mobagel.github.io/decanter-ai-core-sdk/notes/contributing.html). 2021-08-19T09:56:59,175 ## Links 2021-08-19T09:56:59,175 For more details on design, guidance on setting up a development environment, and SDK usage. 2021-08-19T09:56:59,176 * Decanter AI Introduction: https://mobagel.com/product/ 2021-08-19T09:56:59,176 * Decanter AI SDK Introduction: https://mobagel.github.io/decanter-ai-core-sdk/ 2021-08-19T09:56:59,176 * Code: https://github.com/MoBagel/decanter-ai-core-sdk 2021-08-19T09:56:59,176 * Installation: https://mobagel.github.io/decanter-ai-core-sdk/user/install.html 2021-08-19T09:56:59,176 * API interface: https://mobagel.github.io/decanter-ai-core-sdk/api.html 2021-08-19T09:56:59,177 running egg_info 2021-08-19T09:56:59,177 creating /tmp/pip-pip-egg-info-xgcyixc7/decanter_ai_core_sdk.egg-info 2021-08-19T09:56:59,177 writing /tmp/pip-pip-egg-info-xgcyixc7/decanter_ai_core_sdk.egg-info/PKG-INFO 2021-08-19T09:56:59,177 writing dependency_links to /tmp/pip-pip-egg-info-xgcyixc7/decanter_ai_core_sdk.egg-info/dependency_links.txt 2021-08-19T09:56:59,177 writing requirements to /tmp/pip-pip-egg-info-xgcyixc7/decanter_ai_core_sdk.egg-info/requires.txt 2021-08-19T09:56:59,178 writing top-level names to /tmp/pip-pip-egg-info-xgcyixc7/decanter_ai_core_sdk.egg-info/top_level.txt 2021-08-19T09:56:59,178 writing manifest file '/tmp/pip-pip-egg-info-xgcyixc7/decanter_ai_core_sdk.egg-info/SOURCES.txt' 2021-08-19T09:56:59,308 reading manifest file '/tmp/pip-pip-egg-info-xgcyixc7/decanter_ai_core_sdk.egg-info/SOURCES.txt' 2021-08-19T09:56:59,310 adding license file 'LICENSE' 2021-08-19T09:56:59,313 writing manifest file '/tmp/pip-pip-egg-info-xgcyixc7/decanter_ai_core_sdk.egg-info/SOURCES.txt' 2021-08-19T09:56:59,377 Source in /tmp/pip-wheel-jk6rfn8z/decanter-ai-core-sdk_74a44aa27313449684e32c8fe0cc4f2a has version 1.1.5, which satisfies requirement decanter-ai-core-sdk==1.1.5 from https://files.pythonhosted.org/packages/62/19/38a13dfa74d0f9f8985e3ebafe2a35744640cb39d6861044f57946c1a168/decanter-ai-core-sdk-1.1.5.tar.gz#sha256=f42bb2e213eab72366e8b29ea41501adf75d3182d6912912062ee6dee76ddec1 2021-08-19T09:56:59,379 Removed decanter-ai-core-sdk==1.1.5 from https://files.pythonhosted.org/packages/62/19/38a13dfa74d0f9f8985e3ebafe2a35744640cb39d6861044f57946c1a168/decanter-ai-core-sdk-1.1.5.tar.gz#sha256=f42bb2e213eab72366e8b29ea41501adf75d3182d6912912062ee6dee76ddec1 from build tracker '/tmp/pip-req-tracker-6jw5k8o3' 2021-08-19T09:56:59,385 Created temporary directory: /tmp/pip-unpack-8ayco40x 2021-08-19T09:56:59,386 Building wheels for collected packages: decanter-ai-core-sdk 2021-08-19T09:56:59,391 Created temporary directory: /tmp/pip-wheel-k99c6h77 2021-08-19T09:56:59,391 Building wheel for decanter-ai-core-sdk (setup.py): started 2021-08-19T09:56:59,391 Destination directory: /tmp/pip-wheel-k99c6h77 2021-08-19T09:56:59,392 Running command /usr/bin/python3 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-wheel-jk6rfn8z/decanter-ai-core-sdk_74a44aa27313449684e32c8fe0cc4f2a/setup.py'"'"'; __file__='"'"'/tmp/pip-wheel-jk6rfn8z/decanter-ai-core-sdk_74a44aa27313449684e32c8fe0cc4f2a/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-k99c6h77 2021-08-19T09:57:00,082 [![PyPI version](https://badge.fury.io/py/decanter-ai-core-sdk.svg)](https://pypi.org/project/decanter-ai-core-sdk/) 2021-08-19T09:57:00,082 [![MIT license](https://img.shields.io/badge/License-MIT-blue.svg)](https://github.com/MoBagel/decanter-ai-core-sdk) 2021-08-19T09:57:00,083 # MoBagel Decanter AI Core SDK 2021-08-19T09:57:00,083 Decanter AI is a powerful AutoML tool which enables everyone to build ML models and make predictions without data science background. With Decanter AI Core SDK, you can integrate Decanter AI into your application more easily with Python. 2021-08-19T09:57:00,083 It supports actions such as data uploading, model training, and prediction to run in a more efficient way and access results more easily. You can also use Decanter AI Core SDK in Jupyter Notebook for better visualization. 2021-08-19T09:57:00,084 To know more about Decanter AI and how you can be benefited with AutoML, visit [MoBagel website](https://mobagel.com/product/) and contact us to try it out! 2021-08-19T09:57:00,084 ## System Requirement 2021-08-19T09:57:00,084 * python3.7 2021-08-19T09:57:00,085 ## Install 2021-08-19T09:57:00,085 Install and update using pip: 2021-08-19T09:57:00,085 ```bash 2021-08-19T09:57:00,085 pip install decanter-ai-core-sdk 2021-08-19T09:57:00,085 ``` 2021-08-19T09:57:00,086 ## Basic Example: Upload Data 2021-08-19T09:57:00,086 ```python 2021-08-19T09:57:00,086 from decanter import core 2021-08-19T09:57:00,086 core.enable_default_logger() 2021-08-19T09:57:00,087 client = core.CoreClient(username=???, password=???, host=???) 2021-08-19T09:57:00,087 train_file = open(train_file_path, 'rb') 2021-08-19T09:57:00,087 train_data = client.upload(file=train_file, name="train") 2021-08-19T09:57:00,087 # in jupyter notebook just run the block 2021-08-19T09:57:00,088 # no need to call context.run() 2021-08-19T09:57:00,088 client.run() 2021-08-19T09:57:00,088 train_data.show() 2021-08-19T09:57:00,088 ``` 2021-08-19T09:57:00,089 ```bash 2021-08-19T09:57:00,089 $ python -m example.file 2021-08-19T09:57:00,089 15:50:09 [ INFO] [Context] no event loop to close 2021-08-19T09:57:00,089 15:50:09 [ INFO] [Context] connect healthy :) 2021-08-19T09:57:00,089 Progress UploadTask_train: 55%|█████████████████████████████████████████ 2021-08-19T09:57:00,089 ``` 2021-08-19T09:57:00,090 ## Example Dataset Path 2021-08-19T09:57:00,090 * `examples/data/` - store the general dataset 2021-08-19T09:57:00,090 * `examples/data/ts_data` - store the time series dataset 2021-08-19T09:57:00,090 ## Example Code 2021-08-19T09:57:00,091 * General Data 2021-08-19T09:57:00,091 * Python Script: [example.py](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/example.py) 2021-08-19T09:57:00,091 * Jupyter: [jupyter_example.ipynb](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/jupyter_example.ipynb) 2021-08-19T09:57:00,091 * Time Series Data 2021-08-19T09:57:00,091 * Python Script: [auto_time_series_example.py](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/auto_time_series_example.py) 2021-08-19T09:57:00,091 Note: 2021-08-19T09:57:00,092 Since Jupyter already have an event loop (asyncio), SDK will just use the current event loop. See more in [here](https://www.notion.so/API-615d2fba4e7f45c4b5fe63cc192e481f#bb4f0a4b2847450abc4f80b025469170). 2021-08-19T09:57:00,092 More details about asyncio in [learn asyncio](https://docs.python.org/3/library/asyncio.html) 2021-08-19T09:57:00,092 ```python 2021-08-19T09:57:00,092 import asyncio 2021-08-19T09:57:00,092 loop = asyncio.get_running_loop() 2021-08-19T09:57:00,092 loop.is_running() 2021-08-19T09:57:00,092 ``` 2021-08-19T09:57:00,093 ## Tutorial for Jupyter Notebook 2021-08-19T09:57:00,093 1. first you need to install jupyter lab: `pip install jupyterlab` 2021-08-19T09:57:00,093 2. this is required for progress bar to display correctly: `pip install ipywidgets` 2021-08-19T09:57:00,093 3. (optional, conda venv for jupyter notebook) `conda install nb_conda` 2021-08-19T09:57:00,093 4. `jupyter lab` 2021-08-19T09:57:00,093 * this should open your browser to jupyter lab page. 2021-08-19T09:57:00,093 * If you want to learn how to build ML models with Decanter AI, visit our [jupyter_example.ipynb](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/jupyter_example.ipynb) for step by step tutorial. 2021-08-19T09:57:00,094 * If you need to handle running tasks well, refer to our [jupyter_jobs_handle_example.ipynb](https://github.com/MoBagel/decanter-ai-core-sdk/blob/master/examples/jupyter_jobs_handle_example.ipynb). 2021-08-19T09:57:00,094 ## Development Guide and Flow 2021-08-19T09:57:00,094 * If you are curious about why Decanter AI Core SDK does certain things the way it does and not differently, visit our [Development Guide](https://mobagel.github.io/decanter-ai-core-sdk/notes/design.html) 2021-08-19T09:57:00,095 ## Documentation 2021-08-19T09:57:00,095 To understand how we design Decanter AI Core SDK, `doc/` contains the complete documentation, including the design system, the use of each API, and the required dependencies to install. Refer to our [document page](https://mobagel.github.io/decanter-ai-core-sdk/index.html) to navigate the complete information. 2021-08-19T09:57:00,095 ## Contributing 2021-08-19T09:57:00,095 For guidance on setting up a development environment and how to make a contribution to Decanter AI Core SDK, see the [contributing guidelines](https://mobagel.github.io/decanter-ai-core-sdk/notes/contributing.html). 2021-08-19T09:57:00,096 ## Links 2021-08-19T09:57:00,096 For more details on design, guidance on setting up a development environment, and SDK usage. 2021-08-19T09:57:00,096 * Decanter AI Introduction: https://mobagel.com/product/ 2021-08-19T09:57:00,096 * Decanter AI SDK Introduction: https://mobagel.github.io/decanter-ai-core-sdk/ 2021-08-19T09:57:00,097 * Code: https://github.com/MoBagel/decanter-ai-core-sdk 2021-08-19T09:57:00,097 * Installation: https://mobagel.github.io/decanter-ai-core-sdk/user/install.html 2021-08-19T09:57:00,097 * API interface: https://mobagel.github.io/decanter-ai-core-sdk/api.html 2021-08-19T09:57:00,281 running bdist_wheel 2021-08-19T09:57:00,285 running build 2021-08-19T09:57:00,285 running build_py 2021-08-19T09:57:00,412 creating build 2021-08-19T09:57:00,412 creating build/lib 2021-08-19T09:57:00,413 creating build/lib/decanter 2021-08-19T09:57:00,414 copying src/decanter/__init__.py -> build/lib/decanter 2021-08-19T09:57:00,416 creating build/lib/decanter/core 2021-08-19T09:57:00,417 copying src/decanter/core/client.py -> build/lib/decanter/core 2021-08-19T09:57:00,419 copying src/decanter/core/context.py -> build/lib/decanter/core 2021-08-19T09:57:00,422 copying src/decanter/core/__init__.py -> build/lib/decanter/core 2021-08-19T09:57:00,424 copying src/decanter/core/plot.py -> build/lib/decanter/core 2021-08-19T09:57:00,426 creating build/lib/decanter/core/enums 2021-08-19T09:57:00,427 copying src/decanter/core/enums/time_units.py -> build/lib/decanter/core/enums 2021-08-19T09:57:00,429 copying src/decanter/core/enums/__init__.py -> build/lib/decanter/core/enums 2021-08-19T09:57:00,431 copying src/decanter/core/enums/evaluators.py -> build/lib/decanter/core/enums 2021-08-19T09:57:00,434 copying src/decanter/core/enums/numerical_group_by_methods.py -> build/lib/decanter/core/enums 2021-08-19T09:57:00,435 copying src/decanter/core/enums/algorithms.py -> build/lib/decanter/core/enums 2021-08-19T09:57:00,437 copying src/decanter/core/enums/categorical_group_by_method.py -> build/lib/decanter/core/enums 2021-08-19T09:57:00,443 creating build/lib/decanter/core/extra 2021-08-19T09:57:00,444 copying src/decanter/core/extra/const.py -> build/lib/decanter/core/extra 2021-08-19T09:57:00,446 copying src/decanter/core/extra/__init__.py -> build/lib/decanter/core/extra 2021-08-19T09:57:00,449 copying src/decanter/core/extra/utils.py -> build/lib/decanter/core/extra 2021-08-19T09:57:00,451 copying src/decanter/core/extra/decorators.py -> build/lib/decanter/core/extra 2021-08-19T09:57:00,455 creating build/lib/decanter/core/jobs 2021-08-19T09:57:00,456 copying src/decanter/core/jobs/task.py -> build/lib/decanter/core/jobs 2021-08-19T09:57:00,459 copying src/decanter/core/jobs/experiment.py -> build/lib/decanter/core/jobs 2021-08-19T09:57:00,463 copying src/decanter/core/jobs/__init__.py -> build/lib/decanter/core/jobs 2021-08-19T09:57:00,465 copying src/decanter/core/jobs/job.py -> build/lib/decanter/core/jobs 2021-08-19T09:57:00,468 copying src/decanter/core/jobs/data_setup.py -> build/lib/decanter/core/jobs 2021-08-19T09:57:00,471 copying src/decanter/core/jobs/data_upload.py -> build/lib/decanter/core/jobs 2021-08-19T09:57:00,475 copying src/decanter/core/jobs/predict_result.py -> build/lib/decanter/core/jobs 2021-08-19T09:57:00,479 creating build/lib/decanter/core/core_api 2021-08-19T09:57:00,480 copying src/decanter/core/core_api/body_obj.py -> build/lib/decanter/core/core_api 2021-08-19T09:57:00,483 copying src/decanter/core/core_api/setup_input.py -> build/lib/decanter/core/core_api 2021-08-19T09:57:00,486 copying src/decanter/core/core_api/worker.py -> build/lib/decanter/core/core_api 2021-08-19T09:57:00,488 copying src/decanter/core/core_api/api.py -> build/lib/decanter/core/core_api 2021-08-19T09:57:00,491 copying src/decanter/core/core_api/__init__.py -> build/lib/decanter/core/core_api 2021-08-19T09:57:00,493 copying src/decanter/core/core_api/predict_input.py -> build/lib/decanter/core/core_api 2021-08-19T09:57:00,496 copying src/decanter/core/core_api/train_input.py -> build/lib/decanter/core/core_api 2021-08-19T09:57:00,498 copying src/decanter/core/core_api/model.py -> build/lib/decanter/core/core_api 2021-08-19T09:57:00,510 installing to build/bdist.linux-armv7l/wheel 2021-08-19T09:57:00,511 running install 2021-08-19T09:57:00,512 running install_lib 2021-08-19T09:57:00,517 creating build/bdist.linux-armv7l 2021-08-19T09:57:00,518 creating build/bdist.linux-armv7l/wheel 2021-08-19T09:57:00,520 creating build/bdist.linux-armv7l/wheel/decanter 2021-08-19T09:57:00,522 creating build/bdist.linux-armv7l/wheel/decanter/core 2021-08-19T09:57:00,523 copying build/lib/decanter/core/client.py -> build/bdist.linux-armv7l/wheel/decanter/core 2021-08-19T09:57:00,527 creating build/bdist.linux-armv7l/wheel/decanter/core/enums 2021-08-19T09:57:00,528 copying build/lib/decanter/core/enums/time_units.py -> build/bdist.linux-armv7l/wheel/decanter/core/enums 2021-08-19T09:57:00,530 copying build/lib/decanter/core/enums/__init__.py -> build/bdist.linux-armv7l/wheel/decanter/core/enums 2021-08-19T09:57:00,532 copying build/lib/decanter/core/enums/evaluators.py -> build/bdist.linux-armv7l/wheel/decanter/core/enums 2021-08-19T09:57:00,535 copying build/lib/decanter/core/enums/numerical_group_by_methods.py -> build/bdist.linux-armv7l/wheel/decanter/core/enums 2021-08-19T09:57:00,537 copying build/lib/decanter/core/enums/algorithms.py -> build/bdist.linux-armv7l/wheel/decanter/core/enums 2021-08-19T09:57:00,539 copying build/lib/decanter/core/enums/categorical_group_by_method.py -> build/bdist.linux-armv7l/wheel/decanter/core/enums 2021-08-19T09:57:00,541 copying build/lib/decanter/core/context.py -> build/bdist.linux-armv7l/wheel/decanter/core 2021-08-19T09:57:00,545 creating build/bdist.linux-armv7l/wheel/decanter/core/extra 2021-08-19T09:57:00,546 copying build/lib/decanter/core/extra/const.py -> build/bdist.linux-armv7l/wheel/decanter/core/extra 2021-08-19T09:57:00,549 copying build/lib/decanter/core/extra/__init__.py -> build/bdist.linux-armv7l/wheel/decanter/core/extra 2021-08-19T09:57:00,551 copying build/lib/decanter/core/extra/utils.py -> build/bdist.linux-armv7l/wheel/decanter/core/extra 2021-08-19T09:57:00,554 copying build/lib/decanter/core/extra/decorators.py -> build/bdist.linux-armv7l/wheel/decanter/core/extra 2021-08-19T09:57:00,556 copying build/lib/decanter/core/__init__.py -> build/bdist.linux-armv7l/wheel/decanter/core 2021-08-19T09:57:00,559 creating build/bdist.linux-armv7l/wheel/decanter/core/jobs 2021-08-19T09:57:00,561 copying build/lib/decanter/core/jobs/task.py -> build/bdist.linux-armv7l/wheel/decanter/core/jobs 2021-08-19T09:57:00,564 copying build/lib/decanter/core/jobs/experiment.py -> build/bdist.linux-armv7l/wheel/decanter/core/jobs 2021-08-19T09:57:00,567 copying build/lib/decanter/core/jobs/__init__.py -> build/bdist.linux-armv7l/wheel/decanter/core/jobs 2021-08-19T09:57:00,569 copying build/lib/decanter/core/jobs/job.py -> build/bdist.linux-armv7l/wheel/decanter/core/jobs 2021-08-19T09:57:00,572 copying build/lib/decanter/core/jobs/data_setup.py -> build/bdist.linux-armv7l/wheel/decanter/core/jobs 2021-08-19T09:57:00,575 copying build/lib/decanter/core/jobs/data_upload.py -> build/bdist.linux-armv7l/wheel/decanter/core/jobs 2021-08-19T09:57:00,577 copying build/lib/decanter/core/jobs/predict_result.py -> build/bdist.linux-armv7l/wheel/decanter/core/jobs 2021-08-19T09:57:00,581 creating build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,583 copying build/lib/decanter/core/core_api/body_obj.py -> build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,586 copying build/lib/decanter/core/core_api/setup_input.py -> build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,588 copying build/lib/decanter/core/core_api/worker.py -> build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,590 copying build/lib/decanter/core/core_api/api.py -> build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,593 copying build/lib/decanter/core/core_api/__init__.py -> build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,596 copying build/lib/decanter/core/core_api/predict_input.py -> build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,598 copying build/lib/decanter/core/core_api/train_input.py -> build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,601 copying build/lib/decanter/core/core_api/model.py -> build/bdist.linux-armv7l/wheel/decanter/core/core_api 2021-08-19T09:57:00,604 copying build/lib/decanter/core/plot.py -> build/bdist.linux-armv7l/wheel/decanter/core 2021-08-19T09:57:00,607 copying build/lib/decanter/__init__.py -> build/bdist.linux-armv7l/wheel/decanter 2021-08-19T09:57:00,608 running install_egg_info 2021-08-19T09:57:00,630 running egg_info 2021-08-19T09:57:00,631 writing src/decanter_ai_core_sdk.egg-info/PKG-INFO 2021-08-19T09:57:00,634 writing dependency_links to src/decanter_ai_core_sdk.egg-info/dependency_links.txt 2021-08-19T09:57:00,637 writing requirements to src/decanter_ai_core_sdk.egg-info/requires.txt 2021-08-19T09:57:00,638 writing top-level names to src/decanter_ai_core_sdk.egg-info/top_level.txt 2021-08-19T09:57:00,646 reading manifest file 'src/decanter_ai_core_sdk.egg-info/SOURCES.txt' 2021-08-19T09:57:00,650 adding license file 'LICENSE' 2021-08-19T09:57:00,656 writing manifest file 'src/decanter_ai_core_sdk.egg-info/SOURCES.txt' 2021-08-19T09:57:00,658 Copying src/decanter_ai_core_sdk.egg-info to build/bdist.linux-armv7l/wheel/decanter_ai_core_sdk-1.1.5-py3.7.egg-info 2021-08-19T09:57:00,671 running install_scripts 2021-08-19T09:57:00,756 adding license file "LICENSE" (matched pattern "LICEN[CS]E*") 2021-08-19T09:57:00,761 creating build/bdist.linux-armv7l/wheel/decanter_ai_core_sdk-1.1.5.dist-info/WHEEL 2021-08-19T09:57:00,764 creating '/tmp/pip-wheel-k99c6h77/decanter_ai_core_sdk-1.1.5-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2021-08-19T09:57:00,766 adding 'decanter/__init__.py' 2021-08-19T09:57:00,769 adding 'decanter/core/__init__.py' 2021-08-19T09:57:00,771 adding 'decanter/core/client.py' 2021-08-19T09:57:00,773 adding 'decanter/core/context.py' 2021-08-19T09:57:00,775 adding 'decanter/core/plot.py' 2021-08-19T09:57:00,777 adding 'decanter/core/core_api/__init__.py' 2021-08-19T09:57:00,779 adding 'decanter/core/core_api/api.py' 2021-08-19T09:57:00,781 adding 'decanter/core/core_api/body_obj.py' 2021-08-19T09:57:00,783 adding 'decanter/core/core_api/model.py' 2021-08-19T09:57:00,785 adding 'decanter/core/core_api/predict_input.py' 2021-08-19T09:57:00,787 adding 'decanter/core/core_api/setup_input.py' 2021-08-19T09:57:00,790 adding 'decanter/core/core_api/train_input.py' 2021-08-19T09:57:00,791 adding 'decanter/core/core_api/worker.py' 2021-08-19T09:57:00,794 adding 'decanter/core/enums/__init__.py' 2021-08-19T09:57:00,795 adding 'decanter/core/enums/algorithms.py' 2021-08-19T09:57:00,797 adding 'decanter/core/enums/categorical_group_by_method.py' 2021-08-19T09:57:00,798 adding 'decanter/core/enums/evaluators.py' 2021-08-19T09:57:00,800 adding 'decanter/core/enums/numerical_group_by_methods.py' 2021-08-19T09:57:00,801 adding 'decanter/core/enums/time_units.py' 2021-08-19T09:57:00,803 adding 'decanter/core/extra/__init__.py' 2021-08-19T09:57:00,805 adding 'decanter/core/extra/const.py' 2021-08-19T09:57:00,806 adding 'decanter/core/extra/decorators.py' 2021-08-19T09:57:00,808 adding 'decanter/core/extra/utils.py' 2021-08-19T09:57:00,810 adding 'decanter/core/jobs/__init__.py' 2021-08-19T09:57:00,812 adding 'decanter/core/jobs/data_setup.py' 2021-08-19T09:57:00,814 adding 'decanter/core/jobs/data_upload.py' 2021-08-19T09:57:00,816 adding 'decanter/core/jobs/experiment.py' 2021-08-19T09:57:00,818 adding 'decanter/core/jobs/job.py' 2021-08-19T09:57:00,820 adding 'decanter/core/jobs/predict_result.py' 2021-08-19T09:57:00,822 adding 'decanter/core/jobs/task.py' 2021-08-19T09:57:00,825 adding 'decanter_ai_core_sdk-1.1.5.dist-info/LICENSE' 2021-08-19T09:57:00,826 adding 'decanter_ai_core_sdk-1.1.5.dist-info/METADATA' 2021-08-19T09:57:00,828 adding 'decanter_ai_core_sdk-1.1.5.dist-info/WHEEL' 2021-08-19T09:57:00,829 adding 'decanter_ai_core_sdk-1.1.5.dist-info/top_level.txt' 2021-08-19T09:57:00,830 adding 'decanter_ai_core_sdk-1.1.5.dist-info/RECORD' 2021-08-19T09:57:00,832 removing build/bdist.linux-armv7l/wheel 2021-08-19T09:57:00,919 Building wheel for decanter-ai-core-sdk (setup.py): finished with status 'done' 2021-08-19T09:57:00,922 Created wheel for decanter-ai-core-sdk: filename=decanter_ai_core_sdk-1.1.5-py3-none-any.whl size=40761 sha256=9f7a643bd8dabfb07f40bfd88ca6c9c8cabf1d1699a34c6f8934d45b736a363f 2021-08-19T09:57:00,922 Stored in directory: /tmp/pip-ephem-wheel-cache-u3_9tapv/wheels/60/4e/b4/03b973290bc37c2a258bb9dedf27effca7fae41b5e2f23ebf9 2021-08-19T09:57:00,933 Successfully built decanter-ai-core-sdk 2021-08-19T09:57:00,937 Removed build tracker: '/tmp/pip-req-tracker-6jw5k8o3'