Hive

This is the source code for the hive project.

Installation

1. Install sbt, Python 3.6.x, pipenv, and node:

   • Ubuntu (16.04):

     echo "deb https://dl.bintray.com/sbt/debian /" | sudo tee -a /etc/apt/sources.list.d/sbt.list
     sudo apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv 2EE0EA64E40A89B84B2DF73499E82A75642AC823
     sudo add-apt-repository ppa:deadsnakes/ppa # Unneeded on 16.10 and above
     sudo apt-get update
     sudo apt-get install sbt python3.6 nodejs-legacy
     pip3 install pipenv

   • Arch Linux:

     pacman -S python sbt python-pipenv nodejs npm
     # If latest python is not 3.6, you might have to install the python36 package

   • Windows (choco), untested:

     choco install sbt
     choco install python --version 3.6.5
     choco install nodejs.install
     pip install pipenv

2. Clone this repository using git:

   git clone [email protected]:obecto/hive.git
   cd hive/

3. Install needed dependencies:

   cd runner/
   pipenv install
   cd ../

   cd generator/
   sbt compile
   cd ../

   cd data_downloader/
   npm install
   cd ../

4. Download price data (~3 MiB):

   cd data_downloader/
   npm run download
   cd ../

5. Run the project:

   • Generator:

     cd generator/
     sbt "run -- pipenv run python -m runner"
     # (Linux) At this point, you can press Ctrl-Z to pause the process
     # Then run `bg` to make it run in the background
     # And finally `disown` to get it separated from the shell
     # To stop it, use `kill <pid>`, or `killall java`

   • Runner:

     pipenv run python -m runner

   • Parser (when testing):

     pipenv run python -m runner.parser.keras_parser runner/parser/examples/merge.json

6. In case you need TensorFlow with GPU support, follow the instructions on their site.

   • Refer to tf_gpu_install_steps.txt for information regarding CUDA installation.
   • Make sure to specify /usr/bin/python3.6 as the python version.
   • When installing the wheel package, use pipenv (inside the cloned repo):

     cd hive/runner/
     pipenv run pip install /tmp/tensorflow_pkg/tensorflow.*.whl