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Tasks Monorepo

TL;DR

Whenever <folder_name> is used, it refers to the folder name of the task.

Note All the below tasks are run under the tasks/<folder_name> directory

Copying a new task folder

# After copying, run
make reload

Editing existing task.py:

Method 1

# Run everytime you save a new change in onlytask.py
make

Method 2 (Auto reloading on file change)

# Ensure task is running
# And ensure auto reload is enabled (check that npm_lifecycle_event is *reload* and not *start*)
make status
make show

# If either above not met (not running or is not in auto reload mode)
make reload

Before MTurk

# Run to disable the auto reloading effect
make

Opening on the browser

Example link (replace query parameters with whatever is in the task's repsective README.md):

http://sapir.psych.wisc.edu/mturk/jsPsych-Tasks/tasks/<folder_name>/index.html?workerId=test&fullscreen=false&dev=true&reset=false

where ?workerId=test&fullscreen=false&dev=true&reset=false is its query string with parameters workerId, fullscreen, dev, and reset set.

Overview

This is a single code repository for all the tasks. Each task consists of a experiment.js for the frontend (JavaScript) and a task.py for the backend (Python). This code repository is structured such that tasks can have their unique logic within their task folder under tasks and have shared logic in folders in utils (utility/helper functions) and lib (third-party libraries). There is also a shared list of packages (Pipfile) that is used for all the tasks.

This code structure is meant to enable convenient code editing on Sapir.

Check the README.md in the folders for more specific information relating to the folder and usage.

Local Setup From Scratch

Still WIP

Prerequisites

  • Python 3.7+ (Command python3.7 is available)
  • Pipenv installed via Pip (pip install pipenv)
  • Node.js (LTS version)

Initial Setup Steps

These steps are only meant

  1. Run git clone https://github.com/lupyanlab/jsPsych-Tasks
    • Clones the code repository from GitHub
  2. Run git checkout master-v2
    • Switch to the most updated framework branch.
  3. Run sh configure.sh
    • Sets the proper environment variables in ~/.bashrc to install the virtual environment and Python packages within the project directory. This is to avoid the problem where users would install their own copy of the virtual environment and packages within their home directory which will conflict with other users' installations.
  4. Run source ~/.bashrc
    • Loads the new environment variables inserted from the previous step into the current terminal bash instance.
  5. Run npm install
    • Installs the listed Node dependencies from package.json
  6. Run pipenv install
    • Installs the listed Python packages from Pipfile
  7. Run npm run logrotate

Starting New Task Servers

Each task has their own server that lives in the tasks folder. The run scripts can be run anywhere from under the project directory.

The task server can be started and will update on new changes in task.py by running

npm run reload -- --only <folder_name>
# where <folder_name> is the name of the folder under tasks
# (i.e. npm run reload -- --only template)

When the task server is ready for public traffic, run the following to disable the update on new changes and use a production WSGI server.

npm run start -- --only <folder_name>
# (i.e. npm run start -- --only template)
# Note: In constrast to the previous reload command, this is using npm run start instread.

Starting Local Web HTML Server

The

  • Open a new terminal
  • Run npx serve
  • Open the browser at http://localhost:5000/tasks/<task>?workerId=test123 where <task> is the task folder name and ?workerId=test123 can be any URL parameters described in the task folder's README file.
    • Note that index.html is not part of the path unlike on Sapir which includes index.html in the path (i.e. http://sapir.psych.wisc.edu/mturk/sandbox/tasks/<task>/index.html?workerId=test).

Logs

Logs are stored within the tasks folder.

To flush or clear the logs, run

npm run flush -- <folder_name>

Opening a Task Link

Each task takes a set of query string parameters as input in its URL.

Important! Please read the task's README before opening the task. This is especially important for knowing what to set the URL query string.

Every task is hosted on http://sapir.psych.wisc.edu/mturk/sandbox/tasks/<task_name>/index.html where <task_name> is the name of the task. For example: http://sapir.psych.wisc.edu/mturk/sandbox/tasks/TypicalityImageRate/index.html

Then the query string comes after the pathname with a leading ?. For example: http://sapir.psych.wisc.edu/mturk/sandbox/tasks/TypicalityImageRate/index.html?workerId=test&fullscreen=false&dev=true&reset=false where ?workerId=test&fullscreen=false&dev=true&reset=false is its query string with parameters workerId, fullscreen, dev, and reset set.

Trials and Data

  • tasks/<task>/prod
    • Prod data when query param dev=False (default)
  • tasks/<task>/dev
    • Dev data when query param dev=True

Code

  • tasks/<task>/task.py (Python)
    • Generating trials
    • Reading from and writing to CSV
  • tasks/<task>/experiment.js (JavaScript)
    • JsPsych Trial inputs
    • Data collection
  • lib/jspsych-6.1.0/plugins (jsPsych)
    • Custom reusable JsPsych trials
  • logs/ (Logs)
    • Server logs

Communicating from experiment.js to task.py and back

In experiment.js, call function api and pass the Python function to call with its keyword arguments (kwargs) in task.py:

# tasks/<task>/task.py

class Task:

  def trials(self, worker_id, reset=False):
    return { "trials": [{ "image": "pic.jpg" }] }, 200
    # Note: Returning 200 preferred to indicate a successful response.
    # This is optional however.

  def data(self, worker_id, response):
    print(response)
    # "5"
// tasks/<task>/experiment.js

// Calling and reading response
const worker_id = 'subject';
const { trials } = await api({ fn: 'trials', kwargs: { worker_id } }); // calls Task's trials function
console.log(trials);
// [{ image: 'pic.jpg' }]

// Only calling
const response = '5';
api({ fn: 'data', kwargs: { worker_id, response } }); // calls Task's data function

Server

There is only a single server for all tasks. Hence there is only a single port used for everything. Defining a unique task name at the top of experiment.js file that is the same name of the folder of the task will be enough to distinguish the api requests.

// tasks/<task>/experiment.js
const TASK = 'TypicalityImageRate';

There should be no need to restart a server after any code changes because the latest task.py is always loaded dynamically. Logging for the server is found under /logs.

  • Checking Server Status
    npm run pm2:status
  • Restarting Stopped/Errored Server (No logging)
    npm run restart

Unit testing

Pytest is setup for this repository. It can be run with the pytest -vv --color=yes <test_file_name> command.

The following is a Visual Studio Code launch.json configuration that can be used to run and debug the current test file.

{
  "version": "0.2.0",
  "configurations": [
    {
      "name": "PyTest",
      "type": "python",
      "request": "launch",
      "stopOnEntry": false,
      "pythonPath": "${config:python.interpreterPath}",
      "module": "pytest",
      "args": ["-vv", "--color=yes", "${relativeFile}"],
      "cwd": "${workspaceRoot}",
      "env": {},
      "debugOptions": ["WaitOnAbnormalExit", "WaitOnNormalExit", "RedirectOutput"],
      "console": "integratedTerminal"
    }
  ]
}

Differences Between Before & After Refactor (12/6/2020)

  • Logging
    • Before: Logging was shared in a single location under logs/. This caused an unorganized mix of different task logs into one. Inbound and outbound messages were included in the logs. They took up too much space in memory.
    • After: Logging is now separated into a logs/ file insided each task. This organizes the logs into their respective tasks. Inbound and outbound messages are not excluded in the logs.
  • Processes
    • Before: Only a single process and thus a single port was used.
    • After: Each task is now a separate independent process and each uses any of the open public ports (:7100-:7199).
  • Python 3.7
    • Before: Python 2.7
    • After: Python 3.7. Now, dictionaries are ordered by dictionary type so all ordering will be optional.
  • Reloading
    • Before: Entire single server would reload if any *.py file was changed.
    • After: Task server will reload only if any relevant module *.py files were changed. Reloading can be manually disabled too when it's not appropriate.

Setup from Git

  1. Clone the repo

    git clone <repo_url>
  2. Install all dependencies

    npm install
    pipenv install

.htaccess

The .htaccess file contains a whitelist for accessible files and other Apache 2 specific options.

Troubleshoot

If you get this problem:

pkg_resources.VersionConflict: (importlib-metadata 3.3.0 (/home/kmui2/.pyenv/versions/anaconda3-2020.02/lib/python3.7/site-packages), Requirement.parse('importlib-metadata<2,>=0.12; python_version < "3.8"'))

Upgrade virtualenv:

.venv/bin/python -m pip install -U virtualenv