From aa7aefad8701276ed3fe40b0e8a98b70881906fb Mon Sep 17 00:00:00 2001
From: Francisco Rivera Valverde
 <44504424+franchuterivera@users.noreply.github.com>
Date: Wed, 17 Jun 2020 19:26:22 +0200
Subject: [PATCH 01/29] testing workflow

---
 .github/workflows/docker-publish.yml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)
 create mode 100644 .github/workflows/docker-publish.yml

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
new file mode 100644
index 0000000000..eb42999e9a
--- /dev/null
+++ b/.github/workflows/docker-publish.yml
@@ -0,0 +1,25 @@
+#https://help.github.com/en/actions/language-and-framework-guides/publishing-docker-images#publishing-images-to-github-packages
+name: Publish Docker image
+on:
+  push:
+    # Publish  on `master` and `development` 
+    branches:
+      - master
+      - development
+      - test_docker
+
+jobs:
+  push_to_registry:
+    name: Push Docker image to GitHub Packages
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out the repo
+        uses: actions/checkout@v2
+      - name: Push to GitHub Packages
+        uses: docker/build-push-action@v1
+        with:
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+          registry: docker.pkg.github.com
+          repository: franchuterivera/auto-sklearn/auto-sklearn
+          tag_with_ref: true

From 7e0776b30a0c27e32707d7f712015512b941b8cc Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Wed, 17 Jun 2020 20:49:11 +0200
Subject: [PATCH 02/29] Documentation for docker images

---
 .github/workflows/docker-publish.yml |  2 +-
 doc/installation.rst                 | 11 +++++++++++
 2 files changed, 12 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index eb42999e9a..6baca7e395 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -21,5 +21,5 @@ jobs:
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
           registry: docker.pkg.github.com
-          repository: franchuterivera/auto-sklearn/auto-sklearn
+          repository: automl/auto-sklearn/auto-sklearn
           tag_with_ref: true
diff --git a/doc/installation.rst b/doc/installation.rst
index f2fb9133bf..4ce556a7cd 100644
--- a/doc/installation.rst
+++ b/doc/installation.rst
@@ -107,3 +107,14 @@ Possible other solutions (not tested):
 
 * virtual machine
 * docker image
+
+Docker Image
+=========================
+A Docker image is also provided as a github package. The user must authenticate following the instructions from `GitHub Packages <https://help.github.com/en/packages/using-github-packages-with-your-projects-ecosystem/configuring-docker-for-use-with-github-packages>`_ . Then, the image can be downloaded as follows.
+.. code:: bash
+    docker pull docker.pkg.github.com/automl/auto-sklearn/auto-sklearn:latest
+    docker images  # Verify that the image was downloaded
+
+This image can be used to start an interactive session as follows:
+.. code:: bash
+    docker run -it docker.pkg.github.com/automl/auto-sklearn/auto-sklearn:latest

From 3f73316d90b76f299b066cb48c6b30ce0829a18e Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 15:12:02 +0200
Subject: [PATCH 03/29] Test workflow with unittest

---
 .github/workflows/docker-publish.yml | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 6baca7e395..26ce5b0d3a 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -6,7 +6,7 @@ on:
     branches:
       - master
       - development
-      - test_docker
+      - test_docker_unit
 
 jobs:
   push_to_registry:
@@ -23,3 +23,13 @@ jobs:
           registry: docker.pkg.github.com
           repository: automl/auto-sklearn/auto-sklearn
           tag_with_ref: true
+      - name: Docker Login
+        run: docker login docker.pkg.github.com -u $GITHUB_ACTOR -p $GITHUB_TOKEN
+        env:
+            GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
+      - name: Pull Docker image
+        run: docker pull "docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:latest"
+      - name: Run image
+        run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:latest
+        -name: Run unit testing
+        run: python -m pytest -v test

From 1ffc5cb51fd7af710e7981c2fd7a672d56731c27 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 15:18:00 +0200
Subject: [PATCH 04/29] Fix workflow

---
 .github/workflows/docker-publish.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 26ce5b0d3a..611f33934b 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -31,5 +31,5 @@ jobs:
         run: docker pull "docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:latest"
       - name: Run image
         run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:latest
-        -name: Run unit testing
+      - name: Run unit testing
         run: python -m pytest -v test

From 93ed9ec708b87015d06d896ff2359fcc1e5ebe5b Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 15:30:52 +0200
Subject: [PATCH 05/29] Fix workflow

---
 .github/workflows/docker-publish.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 611f33934b..2c8f310284 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -21,7 +21,8 @@ jobs:
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
           registry: docker.pkg.github.com
-          repository: automl/auto-sklearn/auto-sklearn
+          #repository: automl/auto-sklearn/auto-sklearn
+          repository: franchuterivera/auto-sklearn/auto-sklearn
           tag_with_ref: true
       - name: Docker Login
         run: docker login docker.pkg.github.com -u $GITHUB_ACTOR -p $GITHUB_TOKEN

From 1792025f5f7171f9e41872f2c9d4178a33f7b7d7 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 15:53:52 +0200
Subject: [PATCH 06/29] Tag with the branch name

---
 .github/workflows/docker-publish.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 2c8f310284..05bcd883d5 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -23,14 +23,16 @@ jobs:
           registry: docker.pkg.github.com
           #repository: automl/auto-sklearn/auto-sklearn
           repository: franchuterivera/auto-sklearn/auto-sklearn
-          tag_with_ref: true
+          tags: ${GITHUB_REF##*/}
       - name: Docker Login
         run: docker login docker.pkg.github.com -u $GITHUB_ACTOR -p $GITHUB_TOKEN
         env:
             GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
       - name: Pull Docker image
-        run: docker pull "docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:latest"
+        run: docker pull "docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:${GITHUB_REF##*/}"
+        env:
+            GITHUB_TOKEN: ${{ github.head_ref }}
       - name: Run image
-        run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:latest
+        run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:${GITHUB_REF##*/}
       - name: Run unit testing
         run: python -m pytest -v test

From f7fb7b5e72bc0fb5b4ee57ff7554fcd6002079ee Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 16:05:19 +0200
Subject: [PATCH 07/29] Change tag scheme

---
 .github/workflows/docker-publish.yml | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 05bcd883d5..b02d964c0f 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -23,15 +23,13 @@ jobs:
           registry: docker.pkg.github.com
           #repository: automl/auto-sklearn/auto-sklearn
           repository: franchuterivera/auto-sklearn/auto-sklearn
-          tags: ${GITHUB_REF##*/}
+          tags: ${{ GITHUB_REF##*/ }}
       - name: Docker Login
         run: docker login docker.pkg.github.com -u $GITHUB_ACTOR -p $GITHUB_TOKEN
         env:
             GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
       - name: Pull Docker image
-        run: docker pull "docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:${GITHUB_REF##*/}"
-        env:
-            GITHUB_TOKEN: ${{ github.head_ref }}
+        run: docker pull docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:${GITHUB_REF##*/}
       - name: Run image
         run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:${GITHUB_REF##*/}
       - name: Run unit testing

From b83e297c52511fbeae77324f67c9de7bf7fbf75a Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 16:10:30 +0200
Subject: [PATCH 08/29] Change tag scheme

---
 .github/workflows/docker-publish.yml | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index b02d964c0f..92f07d4644 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -15,6 +15,10 @@ jobs:
     steps:
       - name: Check out the repo
         uses: actions/checkout@v2
+      - name: Extract branch name
+        shell: bash
+        run: echo "##[set-output name=branch;]$(echo ${GITHUB_REF#refs/heads/})"
+        id: extract_branch
       - name: Push to GitHub Packages
         uses: docker/build-push-action@v1
         with:
@@ -23,14 +27,18 @@ jobs:
           registry: docker.pkg.github.com
           #repository: automl/auto-sklearn/auto-sklearn
           repository: franchuterivera/auto-sklearn/auto-sklearn
-          tags: ${{ GITHUB_REF##*/ }}
+          tags: ${{ steps.extract_branch.outputs.branch }}
       - name: Docker Login
         run: docker login docker.pkg.github.com -u $GITHUB_ACTOR -p $GITHUB_TOKEN
         env:
             GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
       - name: Pull Docker image
-        run: docker pull docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:${GITHUB_REF##*/}
+        run: docker pull docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:$BRANCH
+        env:
+            BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Run image
-        run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:${GITHUB_REF##*/}
+        run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:$BRANCH
+        env:
+            BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Run unit testing
         run: python -m pytest -v test

From a2ec4a48b3cf1726e62cdadef848d70eaaaa0109 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 16:24:08 +0200
Subject: [PATCH 09/29] test requirement

---
 .github/workflows/docker-publish.yml | 2 ++
 Dockerfile                           | 1 +
 2 files changed, 3 insertions(+)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 92f07d4644..8e756d5f20 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -40,5 +40,7 @@ jobs:
         run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:$BRANCH
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
+      - name: Auto-Sklearn loaded
+        run: python -c 'import autosklearn; print("Auto-sklearn imported from: %s" % autosklearn.__file__)'
       - name: Run unit testing
         run: python -m pytest -v test
diff --git a/Dockerfile b/Dockerfile
index dd31aa28b5..8a05903744 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -10,6 +10,7 @@ RUN apt-get update && apt-get install -y \
 
 # Upgrade pip then install dependencies
 RUN pip3 install --upgrade pip
+RUN pip3 install pytest==4.6.* pep8 codecov pytest-cov flake8 flaky
 RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt \
   | xargs -n 1 -L 1 pip3 install
 

From 2096aad9f4f80a0d0f1a5b3d6d85199b0fcb050f Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 16:27:17 +0200
Subject: [PATCH 10/29] test requirement

---
 .github/workflows/docker-publish.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 8e756d5f20..bacc5a2b61 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -41,6 +41,6 @@ jobs:
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Auto-Sklearn loaded
-        run: python -c 'import autosklearn; print("Auto-sklearn imported from: %s" % autosklearn.__file__)'
+        run: python -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
       - name: Run unit testing
         run: python -m pytest -v test

From 63ef59a26463bba576a3889356a58fe6f3526440 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 17:15:42 +0200
Subject: [PATCH 11/29] install current branch

---
 .github/workflows/docker-publish.yml | 4 ++--
 Dockerfile                           | 8 +++++---
 2 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index bacc5a2b61..1db752157f 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -41,6 +41,6 @@ jobs:
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Auto-Sklearn loaded
-        run: python -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
+        run: docker exec  -it unittester python -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
       - name: Run unit testing
-        run: python -m pytest -v test
+        run: docker exec  -it unittester python -m pytest -v test
diff --git a/Dockerfile b/Dockerfile
index 8a05903744..2281e24fcc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,8 @@
 FROM ubuntu
 
+# Copy the checkout autosklearn version for installation
+ADD ./* /auto-sklearn
+
 # System requirements
 RUN apt-get update && apt-get install -y \
   build-essential \
@@ -13,8 +16,7 @@ RUN pip3 install --upgrade pip
 RUN pip3 install pytest==4.6.* pep8 codecov pytest-cov flake8 flaky
 RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt \
   | xargs -n 1 -L 1 pip3 install
+RUN pip3 install jupyter
 
 # Install
-RUN pip3 install \
-  auto-sklearn \
-  jupyter
+RUN pip3 install -e /auto-sklearn

From c1e8c744e8d25c92a54c5c2e04ae39d6a1680f4e Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 17:17:30 +0200
Subject: [PATCH 12/29] install current branch

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 2281e24fcc..388b2bf428 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 FROM ubuntu
 
 # Copy the checkout autosklearn version for installation
-ADD ./* /auto-sklearn
+ADD ./* /auto-sklearn/
 
 # System requirements
 RUN apt-get update && apt-get install -y \

From aa7ca60e378cc2a488779b3d8d553772ed6174f3 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 17:48:10 +0200
Subject: [PATCH 13/29] install current branch

---
 Dockerfile | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 388b2bf428..f623251e8d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 FROM ubuntu
 
 # Copy the checkout autosklearn version for installation
-ADD ./* /auto-sklearn/
+ADD ./* $HOME/auto-sklearn
 
 # System requirements
 RUN apt-get update && apt-get install -y \
@@ -19,4 +19,5 @@ RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requiremen
 RUN pip3 install jupyter
 
 # Install
-RUN pip3 install -e /auto-sklearn
+RUN ls $HOME/auto-sklearn
+RUN pip3 install -e $HOME/auto-sklearn

From 86978ca9302c8bfe800bd359b221d7e3561b2075 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 17:59:56 +0200
Subject: [PATCH 14/29] install current branch

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index f623251e8d..91becd0c0f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 FROM ubuntu
 
 # Copy the checkout autosklearn version for installation
-ADD ./* $HOME/auto-sklearn
+ADD ./* $HOME/auto-sklearn/
 
 # System requirements
 RUN apt-get update && apt-get install -y \

From 7abf13899d884a7b230cbe3e6dcf00b877585528 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 18:04:10 +0200
Subject: [PATCH 15/29] change

---
 Dockerfile | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 91becd0c0f..7cdf080d7a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -19,5 +19,6 @@ RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requiremen
 RUN pip3 install jupyter
 
 # Install
-RUN ls $HOME/auto-sklearn
-RUN pip3 install -e $HOME/auto-sklearn
+RUN ls $HOME/auto-sklearn/
+RUN ls $HOME/
+RUN pip3 install -e $HOME/auto-sklearn/

From 39182010fb0cef0d097ee10846fd4ad93281a07e Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 18:14:33 +0200
Subject: [PATCH 16/29] copy

---
 Dockerfile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 7cdf080d7a..e49ee840a3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 FROM ubuntu
 
 # Copy the checkout autosklearn version for installation
-ADD ./* $HOME/auto-sklearn/
+COPY . $HOME/auto-sklearn/
 
 # System requirements
 RUN apt-get update && apt-get install -y \
@@ -19,6 +19,6 @@ RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requiremen
 RUN pip3 install jupyter
 
 # Install
-RUN ls $HOME/auto-sklearn/
 RUN ls $HOME/
+RUN ls $HOME/auto-sklearn/
 RUN pip3 install -e $HOME/auto-sklearn/

From bb40c5b824349bd93b51fd6716f8649bbc938419 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 18:28:03 +0200
Subject: [PATCH 17/29] dockercopyno

---
 Dockerfile | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index e49ee840a3..433f4bc486 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,9 @@
 FROM ubuntu
 
+WORKDIR /auto-sklearn
+
 # Copy the checkout autosklearn version for installation
-COPY . $HOME/auto-sklearn/
+ADD . /auto-sklearn/
 
 # System requirements
 RUN apt-get update && apt-get install -y \
@@ -19,6 +21,6 @@ RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requiremen
 RUN pip3 install jupyter
 
 # Install
-RUN ls $HOME/
-RUN ls $HOME/auto-sklearn/
-RUN pip3 install -e $HOME/auto-sklearn/
+RUN ls /
+RUN ls /auto-sklearn/
+RUN pip3 install -e /auto-sklearn/

From c23ee5710931e11a0b1f0a389d03464a9c8ca213 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 18:37:53 +0200
Subject: [PATCH 18/29] no_tty

---
 .github/workflows/docker-publish.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 1db752157f..e5c553133e 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -37,10 +37,10 @@ jobs:
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Run image
-        run: docker run -it -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:$BRANCH
+        run: docker run -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:$BRANCH
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Auto-Sklearn loaded
-        run: docker exec  -it unittester python -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
+        run: docker exec unittester python -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
       - name: Run unit testing
-        run: docker exec  -it unittester python -m pytest -v test
+        run: docker exec unittester python -m pytest -v test

From d2d3100de93124882b8fd8a46fc7cf67bb06bc6f Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 18:44:54 +0200
Subject: [PATCH 19/29] no_tty

---
 .github/workflows/docker-publish.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index e5c553133e..c038ac9754 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -37,10 +37,10 @@ jobs:
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Run image
-        run: docker run -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:$BRANCH
+        run: docker run -i -d --name unittester -v $GITHUB_WORKSPACE:/workspace -w /workspace docker.pkg.github.com/$GITHUB_REPOSITORY/auto-sklearn:$BRANCH
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Auto-Sklearn loaded
-        run: docker exec unittester python -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
+        run: docker exec  -i unittester python -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
       - name: Run unit testing
-        run: docker exec unittester python -m pytest -v test
+        run: docker exec  -i unittester python -m pytest -v test

From a686638f9ba415bd9c9881fd8a353ef146e9e8ff Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 18:52:30 +0200
Subject: [PATCH 20/29] python 3

---
 .github/workflows/docker-publish.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index c038ac9754..8a301c8f62 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -41,6 +41,6 @@ jobs:
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Auto-Sklearn loaded
-        run: docker exec  -i unittester python -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
+        run: docker exec  -i unittester python3 -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
       - name: Run unit testing
-        run: docker exec  -i unittester python -m pytest -v test
+        run: docker exec  -i unittester python3 -m pytest -v test

From 4caf509dbcc2ac95fb54f398b5a5160b74ecafa7 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 19:02:17 +0200
Subject: [PATCH 21/29] pytest

---
 .github/workflows/docker-publish.yml | 2 +-
 Dockerfile                           | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 8a301c8f62..063b507a19 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -41,6 +41,6 @@ jobs:
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Auto-Sklearn loaded
-        run: docker exec  -i unittester python3 -c 'import autosklearn; print(f"Auto-sklearn imported from{autosklearn.__file__}")'
+        run: docker exec  -i unittester python3 -c 'import autosklearn; print(f"Auto-sklearn imported from: {autosklearn.__file__}")'
       - name: Run unit testing
         run: docker exec  -i unittester python3 -m pytest -v test
diff --git a/Dockerfile b/Dockerfile
index 433f4bc486..b342dbc62b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ RUN apt-get update && apt-get install -y \
 
 # Upgrade pip then install dependencies
 RUN pip3 install --upgrade pip
-RUN pip3 install pytest==4.6.* pep8 codecov pytest-cov flake8 flaky
+RUN pip3 install pytest==4.6.* pep8 codecov pytest-cov flake8 flaky openml
 RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt \
   | xargs -n 1 -L 1 pip3 install
 RUN pip3 install jupyter

From 1c79905505278046bff71b892a58f14cdf51ddae Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 19:04:44 +0200
Subject: [PATCH 22/29] nocolon

---
 .github/workflows/docker-publish.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 063b507a19..3ef439c4f7 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -41,6 +41,6 @@ jobs:
         env:
             BRANCH: ${{ steps.extract_branch.outputs.branch }}
       - name: Auto-Sklearn loaded
-        run: docker exec  -i unittester python3 -c 'import autosklearn; print(f"Auto-sklearn imported from: {autosklearn.__file__}")'
+        run: docker exec  -i unittester python3 -c 'import autosklearn; print(f"Auto-sklearn imported from {autosklearn.__file__}")'
       - name: Run unit testing
         run: docker exec  -i unittester python3 -m pytest -v test

From b13dc07146a5efbf87eac52eea0ff66748ea68dc Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 20:53:30 +0200
Subject: [PATCH 23/29] old

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index b342dbc62b..427e3e6628 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM ubuntu
+FROM ubuntu:16.04
 
 WORKDIR /auto-sklearn
 

From a4a55cc314c2b306bdff810ffb3789753b10a508 Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 21:01:37 +0200
Subject: [PATCH 24/29] fix

---
 Dockerfile | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 427e3e6628..2452aa39b3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -16,8 +16,9 @@ RUN apt-get update && apt-get install -y \
 # Upgrade pip then install dependencies
 RUN pip3 install --upgrade pip
 RUN pip3 install pytest==4.6.* pep8 codecov pytest-cov flake8 flaky openml
-RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt \
+#RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt \
   | xargs -n 1 -L 1 pip3 install
+RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | LC_ALL=C.UTF-8 xargs -n 1 -L 1 pip3 install
 RUN pip3 install jupyter
 
 # Install

From ead33b88c9d5952831edc9b0064be0516b12e9fd Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 21:03:16 +0200
Subject: [PATCH 25/29] fix

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 2452aa39b3..26a0a748b4 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -17,7 +17,7 @@ RUN apt-get update && apt-get install -y \
 RUN pip3 install --upgrade pip
 RUN pip3 install pytest==4.6.* pep8 codecov pytest-cov flake8 flaky openml
 #RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt \
-  | xargs -n 1 -L 1 pip3 install
+#  | xargs -n 1 -L 1 pip3 install
 RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | LC_ALL=C.UTF-8 xargs -n 1 -L 1 pip3 install
 RUN pip3 install jupyter
 

From 645391bc327af8e9716357b0642cd58bc029277b Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 21:11:03 +0200
Subject: [PATCH 26/29] fix

---
 Dockerfile | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 26a0a748b4..9846744e15 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM ubuntu:16.04
+FROM ubuntu:18.04
 
 WORKDIR /auto-sklearn
 
@@ -16,9 +16,8 @@ RUN apt-get update && apt-get install -y \
 # Upgrade pip then install dependencies
 RUN pip3 install --upgrade pip
 RUN pip3 install pytest==4.6.* pep8 codecov pytest-cov flake8 flaky openml
-#RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt \
-#  | xargs -n 1 -L 1 pip3 install
-RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | LC_ALL=C.UTF-8 xargs -n 1 -L 1 pip3 install
+RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | xargs -n 1 -L 1 pip3 install
+#RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | LC_ALL=C.UTF-8 xargs -n 1 -L 1 pip3 install
 RUN pip3 install jupyter
 
 # Install

From 80c8fa745804a9a40fa039f93429b8fc480fa4be Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 21:13:07 +0200
Subject: [PATCH 27/29] fix

---
 Dockerfile | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 9846744e15..ac016776cf 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -5,12 +5,22 @@ WORKDIR /auto-sklearn
 # Copy the checkout autosklearn version for installation
 ADD . /auto-sklearn/
 
+
+RUN apt install -y python-dev python-pip
+RUN pip3 install --upgrade setuptools
+
+# install linux packages
+RUN apt-get update
+# https://github.com/automl/auto-sklearn/issues/314
+RUN apt-get remove swig
+RUN apt-get install swig3.0
+RUN ln -s /usr/bin/swig3.0 /usr/bin/swig
+
 # System requirements
 RUN apt-get update && apt-get install -y \
   build-essential \
   curl \
   python3-pip \
-  swig \
   && rm -rf /var/lib/apt/lists/*
 
 # Upgrade pip then install dependencies

From bbfd48b54aed846faefbaa4510d54c4372551afc Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Thu, 16 Jul 2020 21:49:25 +0200
Subject: [PATCH 28/29] fix

---
 Dockerfile | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index ac016776cf..91ba1ff578 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -6,9 +6,6 @@ WORKDIR /auto-sklearn
 ADD . /auto-sklearn/
 
 
-RUN apt install -y python-dev python-pip
-RUN pip3 install --upgrade setuptools
-
 # install linux packages
 RUN apt-get update
 # https://github.com/automl/auto-sklearn/issues/314
@@ -16,6 +13,9 @@ RUN apt-get remove swig
 RUN apt-get install swig3.0
 RUN ln -s /usr/bin/swig3.0 /usr/bin/swig
 
+RUN apt install -y python-dev python-pip
+RUN pip3 install --upgrade setuptools
+
 # System requirements
 RUN apt-get update && apt-get install -y \
   build-essential \

From e494db1d3ddbb128670f1bc6ce8f342da23ed67b Mon Sep 17 00:00:00 2001
From: chico <francisco.rivera.valverde@gmail.com>
Date: Fri, 17 Jul 2020 00:40:55 +0200
Subject: [PATCH 29/29] fix

---
 Dockerfile | 27 +++++++++++++--------------
 1 file changed, 13 insertions(+), 14 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 91ba1ff578..9b5f917ac5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -5,23 +5,24 @@ WORKDIR /auto-sklearn
 # Copy the checkout autosklearn version for installation
 ADD . /auto-sklearn/
 
-
 # install linux packages
 RUN apt-get update
-# https://github.com/automl/auto-sklearn/issues/314
-RUN apt-get remove swig
-RUN apt-get install swig3.0
-RUN ln -s /usr/bin/swig3.0 /usr/bin/swig
 
-RUN apt install -y python-dev python-pip
+# Set the locale
+RUN apt-get -y install locales
+RUN touch /usr/share/locale/locale.alias
+RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
+ENV LANG en_US.UTF-8
+ENV LANGUAGE en_US:en
+ENV LC_ALL en_US.UTF-8
+
+RUN apt install -y python3-dev python3-pip
 RUN pip3 install --upgrade setuptools
+RUN apt-get install -y build-essential curl 
 
-# System requirements
-RUN apt-get update && apt-get install -y \
-  build-essential \
-  curl \
-  python3-pip \
-  && rm -rf /var/lib/apt/lists/*
+# https://github.com/automl/auto-sklearn/issues/314
+RUN apt-get install -y swig3.0
+RUN ln -s /usr/bin/swig3.0 /usr/bin/swig
 
 # Upgrade pip then install dependencies
 RUN pip3 install --upgrade pip
@@ -31,6 +32,4 @@ RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requiremen
 RUN pip3 install jupyter
 
 # Install
-RUN ls /
-RUN ls /auto-sklearn/
 RUN pip3 install -e /auto-sklearn/