make release-tag: Merge branch 'master' into stable

.github/CODEOWNERS

@@ -0,0 +1,2 @@
+# Global rule:
+*           @sdv-dev/core-contributors

.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,33 @@
+---
+name: Bug report
+about: Report an error that you found when using SDGym
+title: ''
+labels: bug, pending review
+assignees: ''
+
+---
+
+### Environment Details
+
+Please indicate the following details about the environment in which you found the bug:
+
+* SDGym version:
+* Python version:
+* Operating System:
+
+### Error Description
+
+<!--Replace this text with a description of what you were trying to get done.
+Tell us what happened, what went wrong, and what you expected to happen.-->
+
+### Steps to reproduce
+
+<!--Replace this text with a description of the steps that anyone can follow to
+reproduce the error. If the error happens only on a specific dataset, please
+consider attaching some example data to the issue so that others can use it
+to reproduce the error.-->
+
+```
+Paste the command(s) you ran and the output.
+If there was a crash, please include the traceback here.
+```

.github/ISSUE_TEMPLATE/feature_request.md

@@ -0,0 +1,24 @@
+---
+name: Feature request
+about: Request a new feature that you would like to see implemented in SDGym
+title: ''
+labels: new feature, pending review
+assignees: ''
+
+---
+
+### Problem Description
+
+<!--Replace this with a description of the problem that you think SDGym should be able
+to solve and is not solving already-->
+
+### Expected behavior
+
+<!--Replace this a clear and concise description of what you would expect SDGym with regards
+with the described problem. If possible, explain how you would like to interact with SDGym
+and what the outcome of this interaction would be.-->
+
+### Additional context
+
+<!--Please provide any additional context that may be relevant to the issue here. If none,
+please remove this section.-->

.github/ISSUE_TEMPLATE/question.md

@@ -0,0 +1,33 @@
+---
+name: Question
+about: Doubts about SDV usage
+title: ''
+labels: question, pending review
+assignees: ''
+
+---
+
+### Environment details
+
+If you are already running SDGym, please indicate the following details about the environment in
+which you are running it:
+
+* SDGym version:
+* Python version:
+* Operating System:
+
+### Problem description
+
+<!--Replace this with a description of the problem that you are trying to solve using SDGym. If
+possible, describe the data that you are using, or consider attaching some example data
+that others can use to propose a working solution for your problem.-->
+
+### What I already tried
+
+<!--Replace with a description of what you already tried and what is the behavior that you observe.
+If possible, also add below the exact code that you are running.-->
+
+```
+Paste the command(s) you ran and the output.
+If there was a crash, please include the traceback here.
+```

.github/workflows/integration.yml

@@ -0,0 +1,31 @@
+name: Integration Tests
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  unit:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, 3.9]
+        os: [ubuntu-latest, macos-10.15, windows-latest]
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - if: matrix.os == 'windows-latest'
+      name: Install dependencies - Windows
+      run: |
+          python -m pip install --upgrade pip
+          python -m pip install 'torch==1.8.0' -f https://download.pytorch.org/whl/cpu/torch/
+          python -m pip install 'torchvision==0.9.0' -f https://download.pytorch.org/whl/cpu/torchvision/
+    - name: Install dependencies
+      run: |
+          python -m pip install --upgrade pip
+          python -m pip install invoke .[test]
+    - name: Run integration tests
+      run: invoke integration

.github/workflows/lint.yml

@@ -0,0 +1,21 @@
+name: Style Checks
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python 3.8
+      uses: actions/setup-python@v1
+      with:
+        python-version: 3.8
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install invoke .[dev]
+    - name: Run lint checks
+      run: invoke lint

.github/workflows/minimum.yml

@@ -0,0 +1,31 @@
+name: Unit Tests Minimum Versions
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  minimum:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, 3.9]
+        os: [ubuntu-latest, macos-10.15, windows-latest]
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - if: matrix.os == 'windows-latest'
+      name: Install dependencies - Windows
+      run: |
+          python -m pip install --upgrade pip
+          python -m pip install 'torch==1.8.0' -f https://download.pytorch.org/whl/cpu/torch/
+          python -m pip install 'torchvision==0.9.0' -f https://download.pytorch.org/whl/cpu/torchvision/
+    - name: Install dependencies
+      run: |
+          python -m pip install --upgrade pip
+          python -m pip install invoke .[test]
+    - name: Test with minimum versions
+      run: invoke minimum

.github/workflows/readme.yml

@@ -0,0 +1,25 @@
+name: Test README
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  readme:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, 3.9]
+        os: [ubuntu-latest, macos-10.15]   # skip windows bc rundoc fails
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+          python -m pip install --upgrade pip
+          python -m pip install invoke rundoc .
+    - name: Run the README.md
+      run: invoke readme

.github/workflows/unit.yml

@@ -0,0 +1,34 @@
+name: Unit Tests
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  unit:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, 3.9]
+        os: [ubuntu-latest, macos-10.15, windows-latest]
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+    - if: matrix.os == 'windows-latest'
+      name: Install dependencies - Windows
+      run: |
+          python -m pip install --upgrade pip
+          python -m pip install 'torch==1.8.0' -f https://download.pytorch.org/whl/cpu/torch/
+          python -m pip install 'torchvision==0.9.0' -f https://download.pytorch.org/whl/cpu/torchvision/
+    - name: Install dependencies
+      run: |
+          python -m pip install --upgrade pip
+          python -m pip install invoke .[test]
+    - name: Run unit tests
+      run: invoke unit
+    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.8
+      name: Upload codecov report
+      uses: codecov/codecov-action@v2

Dockerfile

@@ -1,5 +1,10 @@
-FROM python:3.8-buster
-RUN apt-get update && apt-get install -y build-essential
+FROM nvidia/cuda:11.0.3-cudnn8-devel-ubuntu18.04
+CMD nvidia-smi
+
+RUN apt-get update && apt-get install -y build-essential && apt-get -y install curl
+RUN apt-get -y install python3.8 python3-distutils && ln -s /usr/bin/python3.8 /usr/bin/python
+RUN curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py && \
+    python get-pip.py && ln -s /usr/bin/pip3 /usr/bin/pip
 
 RUN mkdir /SDGym && \
     mkdir /SDGym/sdgym && \
@@ -13,7 +18,8 @@ COPY /privbayes/ /SDGym/privbayes
 WORKDIR /SDGym
 
 # Install project
-RUN make install-ydata compile
+RUN make install-all compile
+RUN pip install -U numpy==1.20
 ENV PRIVBAYES_BIN /SDGym/privbayes/privBayes.bin
 ENV TF_CPP_MIN_LOG_LEVEL 2
 

HISTORY.md

@@ -1,12 +1,39 @@
 # History
 
+## v0.5.0 - 2021-12-13
+This release adds support for Python 3.9, and updates dependencies to accept the latest versions when possible.
+
+### Issues closed
+
+* Add support for Python 3.9 - [Issue #127](https://github.com/sdv-dev/SDGym/issues/127) by @katxiao
+* Add pip check worflow - [Issue #124](https://github.com/sdv-dev/SDGym/issues/124) by @pvk-developer
+* Fix meta.yaml dependencies - [PR #119](https://github.com/sdv-dev/SDGym/pull/119) by @fealho
+* Upgrade dependency ranges - [Issue #118](https://github.com/sdv-dev/SDGym/issues/118) by @katxiao
+
+## v0.4.1 - 2021-08-20
+This release fixed a bug where passing a `json` file as configuration for a multi-table synthesizer crashed the model.
+It also adds a number of fixes and enhancements, including: (1) a function and CLI command to list the available synthesizer names,
+(2) a curate set of dependencies and making `Gretel` into an optional dependency, (3) updating `Gretel` to use temp directories,
+(4) using `nvidia-smi` to get the number of gpus and (5) multiple `dockerfile` updates to improve functionality.
+
+### Issues closed
+
+* Bug when using JSON configuration for multiple multi-table evaluation - [Issue #115](https://github.com/sdv-dev/SDGym/issues/115) by @pvk-developer
+* Use nvidia-smi to get number of gpus - [PR #113](https://github.com/sdv-dev/SDGym/issues/113) by @katxiao
+* List synthesizer names - [Issue #82](https://github.com/sdv-dev/SDGym/issues/82) by @fealho
+* Use nvidia base for dockerfile - [PR #108](https://github.com/sdv-dev/SDGym/issues/108) by @katxiao
+* Add Makefile target to install gretel and ydata - [PR #107](https://github.com/sdv-dev/SDGym/issues/107) by @katxiao
+* Curate dependencies and make Gretel optional - [PR #106](https://github.com/sdv-dev/SDGym/issues/106) by @csala
+* Update gretel checkpoints to use temp directory - [PR #105](https://github.com/sdv-dev/SDGym/issues/105) by @katxiao
+* Initialize variable before reference - [PR #104](https://github.com/sdv-dev/SDGym/issues/104) by @katxiao
+
 ## v0.4.0 - 2021-06-17
 
 This release adds new synthesizers for Gretel and ydata, and creates a Docker image for SDGym.
 It also includes enhancements to the accepted SDGym arguments, adds a summary command to aggregate
 metrics, and adds the normalized score to the benchmark results.
 
-## New Features
+### New Features
 
 * Add normalized score to benchmark results - [Issue #102](https://github.com/sdv-dev/SDGym/issues/102) by @katxiao
 * Add max rows and max columns args - [Issue #96](https://github.com/sdv-dev/SDGym/issues/96) by @katxiao

INSTALL.md

@@ -2,7 +2,7 @@
 
 ## Requirements
 
-**SDGym** has been developed and tested on [Python 3.6, 3.7 and 3.8](https://www.python.org/downloads/)
+**SDGym** has been developed and tested on [Python 3.6, 3.7, 3.8 and 3.9](https://www.python.org/downloads/)
 
 Also, although it is not strictly required, the usage of a [virtualenv](
 https://virtualenv.pypa.io/en/latest/) is highly recommended in order to avoid
@@ -94,4 +94,4 @@ export PRIVBAYES_BIN=$(pwd)/privBayes.bin
 
 ## Run using Docker
 
-We support using Docker to run **SDGym**. For more information on how to do so, check the `DOCKER.md` file.
+We support using Docker to run **SDGym**. For more information on how to do so, check the `DOCKER.md` file.