From 47e12ba81fda236ceb395ac16cb36c0cb84f99f6 Mon Sep 17 00:00:00 2001
From: Tue Herlau <tuhe@dtu.dk>
Date: Mon, 20 Sep 2021 15:47:32 +0200
Subject: [PATCH] updated docker images

---
 .../unitgrade-docker/requirements.txt         |   5 +-
 .../cs103/__pycache__/report3.cpython-38.pyc  | Bin 945 -> 945 bytes
 .../example_docker/instructor/cs103/deploy.py |   9 +-
 .../cs103/report3_complete_grade.py           |   2 +-
 .../instructor/cs103/report3_grade.py         |   2 +-
 .../docker/docker_tango_python/Dockerfile     |  40 +++
 .../docker_tango_python/requirements.txt      |   7 +
 .../docker/unitgrade-docker/Dockerfile        |  21 ++
 .../home/cs103/Report3_handin_5_of_10.token   | 317 ++++++++++++++++++
 .../unitgrade-docker/home/cs103/homework1.py  |  18 +
 .../unitgrade-docker/home/cs103/report3.py    |  17 +
 .../home/cs103/report3_complete_grade.py      |   3 +
 .../home/cs103/report3_grade.py               |   3 +
 .../docker/unitgrade-docker/requirements.txt  |   9 +
 .../cs103/Report3_handin_10_of_10.token       | 288 ++++++++--------
 .../__pycache__/report3_grade.cpython-38.pyc  | Bin 23229 -> 23613 bytes
 .../students/cs103/report3_grade.py           |   2 +-
 src/unitgrade_private/docker_helpers.py       |   7 +-
 18 files changed, 598 insertions(+), 152 deletions(-)
 create mode 100644 examples/example_docker/instructor/docker/docker_tango_python/Dockerfile
 create mode 100644 examples/example_docker/instructor/docker/docker_tango_python/requirements.txt
 create mode 100644 examples/example_docker/instructor/docker/unitgrade-docker/Dockerfile
 create mode 100644 examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/Report3_handin_5_of_10.token
 create mode 100644 examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/homework1.py
 create mode 100644 examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3.py
 create mode 100644 examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3_complete_grade.py
 create mode 100644 examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3_grade.py
 create mode 100644 examples/example_docker/instructor/docker/unitgrade-docker/requirements.txt

diff --git a/docker_images/unitgrade-docker/requirements.txt b/docker_images/unitgrade-docker/requirements.txt
index 0a73d68..22a30cb 100644
--- a/docker_images/unitgrade-docker/requirements.txt
+++ b/docker_images/unitgrade-docker/requirements.txt
@@ -2,6 +2,7 @@ numpy
 tqdm
 jinja2
 tabulate
-compress_pickle
 pyfiglet
-colorama
\ No newline at end of file
+colorama
+importnb
+unitgrade # Perhaps just this and not the other.
diff --git a/examples/example_docker/instructor/cs103/__pycache__/report3.cpython-38.pyc b/examples/example_docker/instructor/cs103/__pycache__/report3.cpython-38.pyc
index 324f148f5f375e1a0879b95f4758d88394b9991f..08b0651b0a539f55fbc49a4a0bed5aca1369b89e 100644
GIT binary patch
delta 20
bcmdnUzLA|fl$V!_fq{Wx<^+$8+{>5&Fare3

delta 20
bcmdnUzLA|fl$V!_fq{V`^oHw3?q$pXFUSPU

diff --git a/examples/example_docker/instructor/cs103/deploy.py b/examples/example_docker/instructor/cs103/deploy.py
index a5f0a9f..46c87d1 100644
--- a/examples/example_docker/instructor/cs103/deploy.py
+++ b/examples/example_docker/instructor/cs103/deploy.py
@@ -5,6 +5,7 @@ from cs103.report3_complete import Report3
 from unitgrade_private.hidden_create_files import setup_grade_file_report
 from unitgrade_private.deployment import remove_hidden_methods
 from unitgrade_private.docker_helpers import docker_run_token_file
+from unitgrade_private.docker_helpers import download_docker_images, compile_docker_image
 from snipper.snip_dir import snip_dir
 
 if __name__ == "__main__": #!s=docker_a
@@ -22,14 +23,16 @@ if __name__ == "__main__": #!s=docker_a
     student_token_file = glob.glob(student_directory + "/*.token").pop()  #!s
 
     # Step 3: Compile the Docker image (obviously you should only do this once). #!s=docker_c
-    Dockerfile = os.path.dirname(__file__) + "/../../../../docker_images/unitgrade-docker/Dockerfile"
-    os.system(f"cd {os.path.dirname(Dockerfile)} && docker build --tag unitgrade-docker .") #!s
+    download_docker_images(destination="../docker")  # Download an up-to-date docker image from gitlab.
+    Dockerfile = "../docker/unitgrade-docker/Dockerfile" # Location of just downloaded docker file
+    compile_docker_image(Dockerfile, tag="unitgrade-docker") #!s
 
     # Step 4: Test the students code in the .token file and get the results-token-file:  #!s=docker_d
     token = docker_run_token_file(Dockerfile_location=Dockerfile,
                                   host_tmp_dir=os.path.dirname(Dockerfile) + "/home",
                                   student_token_file=student_token_file,
-                                  instructor_grade_script="report3_complete_grade.py") #!s
+                                  instructor_grade_script="report3_complete_grade.py",
+                                  tag="unitgrade-docker") #!s
 
     # Load the two token files and compare their scores #!s=docker_e
     checked_token, _ = load_token(token)
diff --git a/examples/example_docker/instructor/cs103/report3_complete_grade.py b/examples/example_docker/instructor/cs103/report3_complete_grade.py
index 3f4755e..dbfde17 100644
--- a/examples/example_docker/instructor/cs103/report3_complete_grade.py
+++ b/examples/example_docker/instructor/cs103/report3_complete_grade.py
@@ -1,3 +1,3 @@
 ''' WARNING: Modifying, decompiling or otherwise tampering with this script, it's data or the resulting .token file will be investigated as a cheating attempt. '''
 import bz2, base64
-exec(bz2.decompress(base64.b64decode('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')))
\ No newline at end of file
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')))
\ No newline at end of file
diff --git a/examples/example_docker/instructor/cs103/report3_grade.py b/examples/example_docker/instructor/cs103/report3_grade.py
index 619c0dc..cc63e47 100644
--- a/examples/example_docker/instructor/cs103/report3_grade.py
+++ b/examples/example_docker/instructor/cs103/report3_grade.py
@@ -1,3 +1,3 @@
 ''' WARNING: Modifying, decompiling or otherwise tampering with this script, it's data or the resulting .token file will be investigated as a cheating attempt. '''
 import bz2, base64
-exec(bz2.decompress(base64.b64decode('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')))
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+exec(bz2.decompress(base64.b64decode('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')))
\ No newline at end of file
diff --git a/examples/example_docker/instructor/docker/docker_tango_python/Dockerfile b/examples/example_docker/instructor/docker/docker_tango_python/Dockerfile
new file mode 100644
index 0000000..e081c74
--- /dev/null
+++ b/examples/example_docker/instructor/docker/docker_tango_python/Dockerfile
@@ -0,0 +1,40 @@
+# syntax=docker/dockerfile:1
+
+FROM python:3.8-slim-buster
+MAINTAINER Autolab Team <autolab-dev@andrew.cmu.edu>
+
+RUN apt-get update && apt-get install -y \
+  build-essential \
+  gcc \
+  git \
+  make \
+  sudo \
+  python \
+  procps \
+  && rm -rf /var/lib/apt/lists/*
+
+# Install autodriver
+WORKDIR /home
+RUN useradd autolab
+RUN useradd autograde
+RUN mkdir autolab autograde output
+RUN chown autolab:autolab autolab
+RUN chown autolab:autolab output
+RUN chown autograde:autograde autograde
+RUN git clone --depth 1 https://github.com/autolab/Tango.git
+WORKDIR Tango/autodriver
+RUN make clean && make
+RUN cp autodriver /usr/bin/autodriver
+RUN chmod +s /usr/bin/autodriver
+
+# Do the python stuff.
+COPY requirements.txt requirements.txt
+RUN pip3 install -r requirements.txt
+
+# Clean up
+WORKDIR /home
+RUN apt-get remove -y git && apt-get -y autoremove && rm -rf Tango/
+
+# Check installation
+RUN ls -l /home
+RUN which autodriver
diff --git a/examples/example_docker/instructor/docker/docker_tango_python/requirements.txt b/examples/example_docker/instructor/docker/docker_tango_python/requirements.txt
new file mode 100644
index 0000000..d671391
--- /dev/null
+++ b/examples/example_docker/instructor/docker/docker_tango_python/requirements.txt
@@ -0,0 +1,7 @@
+numpy
+tqdm
+jinja2
+tabulate
+pyfiglet
+colorama
+unitgrade-devel>=0.1.26 # Required to run automatic evaluation (load tokens etc.)
\ No newline at end of file
diff --git a/examples/example_docker/instructor/docker/unitgrade-docker/Dockerfile b/examples/example_docker/instructor/docker/unitgrade-docker/Dockerfile
new file mode 100644
index 0000000..98a4007
--- /dev/null
+++ b/examples/example_docker/instructor/docker/unitgrade-docker/Dockerfile
@@ -0,0 +1,21 @@
+# syntax=docker/dockerfile:1
+
+FROM python:3.8-slim-buster
+
+RUN apt-get -y update
+RUN apt-get -y install git
+
+WORKDIR /home
+
+# Remember to include requirements.
+COPY requirements.txt requirements.txt
+RUN pip3 install -r requirements.txt
+
+# Not required.
+# RUN pip install git+https://git@gitlab.compute.dtu.dk/tuhe/unitgrade.git
+
+COPY . .
+
+ADD . /home
+
+# CMD [ "python3", "app.py"]
diff --git a/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/Report3_handin_5_of_10.token b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/Report3_handin_5_of_10.token
new file mode 100644
index 0000000..6740080
--- /dev/null
+++ b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/Report3_handin_5_of_10.token
@@ -0,0 +1,317 @@
+# This file contains your results. Do not edit its content. Simply upload it as it is. 
+### Content of cs103/homework1.py ###
+
+def reverse_list(mylist): 
+    """
+    Given a list 'mylist' returns a list consisting of the same elements in reverse order. E.g.
+    reverse_list([1,2,3]) should return [3,2,1] (as a list).
+    """
+    # TODO: 1 lines missing.
+    raise NotImplementedError("Implement function body")
+
+def add(a,b): 
+    """ Given two numbers `a` and `b` this function should simply return their sum:
+    > add(a,b) = a+b """
+    # TODO: 1 lines missing.
+    raise NotImplementedError("Implement function body")
+
+if __name__ == "__main__":
+    # Example usage:
+    print(f"Your result of 2 + 2 = {add(2,2)}")
+    print(f"Reversing a small list", reverse_list([2,3,5,7])) 
+
+
+### Content of cs103/report3.py ###
+
+from unitgrade import UTestCase, Report  
+from unitgrade.utils import hide
+from unitgrade import evaluate_report_student
+import cs103
+
+class AutomaticPass(UTestCase):
+    def test_automatic_pass(self):
+        self.assertEqual(2, 2)  # For simplicity, this test will always pass
+
+
+class Report3(Report):
+    title = "CS 101 Report 3"
+    questions = [(AutomaticPass, 10)]  # Include a single question for 10 credits.
+    pack_imports = [cs103] 
+
+if __name__ == "__main__":
+    evaluate_report_student(Report3())
+---------------------------------------------------------------------- ..ooO0Ooo.. ----------------------------------------------------------------------
+3eb647cffe78730d0f222d4d6c5cb80cda53d8b3a73cd6b37ff9201c8ddf73804428e8c08cc93930314fe42cba519dc0d75d0a07dc09682b607ed7c541f4ebfb 48888
+---------------------------------------------------------------------- ..ooO0Ooo.. ----------------------------------------------------------------------
+./Td6WFoAAATm1rRGAgAhARYAAAB0L+Wj4MZIjvhdAEABDnF0ABJeA+sKhqhYqYleKhRHrsp3WSAezKFKjy8Gdpl+s3WL9VHOrGD+oDhZMZM8fzE0ywVQKgy2QO2ULYSK3yi8NBo4DCdonyU2bU/TkYMViO4iMj2VP9iiiuD7ruQtUwrGxZG
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\ No newline at end of file
diff --git a/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/homework1.py b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/homework1.py
new file mode 100644
index 0000000..c314aab
--- /dev/null
+++ b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/homework1.py
@@ -0,0 +1,18 @@
+def reverse_list(mylist): 
+    """
+    Given a list 'mylist' returns a list consisting of the same elements in reverse order. E.g.
+    reverse_list([1,2,3]) should return [3,2,1] (as a list).
+    """
+    # TODO: 1 lines missing.
+    raise NotImplementedError("Implement function body")
+
+def add(a,b): 
+    """ Given two numbers `a` and `b` this function should simply return their sum:
+    > add(a,b) = a+b """
+    # TODO: 1 lines missing.
+    raise NotImplementedError("Implement function body")
+
+if __name__ == "__main__":
+    # Example usage:
+    print(f"Your result of 2 + 2 = {add(2,2)}")
+    print(f"Reversing a small list", reverse_list([2,3,5,7])) 
diff --git a/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3.py b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3.py
new file mode 100644
index 0000000..e08f7a0
--- /dev/null
+++ b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3.py
@@ -0,0 +1,17 @@
+from unitgrade import UTestCase, Report  
+from unitgrade.utils import hide
+from unitgrade import evaluate_report_student
+import cs103
+
+class AutomaticPass(UTestCase):
+    def test_automatic_pass(self):
+        self.assertEqual(2, 2)  # For simplicity, this test will always pass
+
+
+class Report3(Report):
+    title = "CS 101 Report 3"
+    questions = [(AutomaticPass, 10)]  # Include a single question for 10 credits.
+    pack_imports = [cs103] 
+
+if __name__ == "__main__":
+    evaluate_report_student(Report3())
diff --git a/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3_complete_grade.py b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3_complete_grade.py
new file mode 100644
index 0000000..dbfde17
--- /dev/null
+++ b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3_complete_grade.py
@@ -0,0 +1,3 @@
+''' WARNING: Modifying, decompiling or otherwise tampering with this script, it's data or the resulting .token file will be investigated as a cheating attempt. '''
+import bz2, base64
+exec(bz2.decompress(base64.b64decode('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')))
\ No newline at end of file
diff --git a/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3_grade.py b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3_grade.py
new file mode 100644
index 0000000..cc63e47
--- /dev/null
+++ b/examples/example_docker/instructor/docker/unitgrade-docker/home/cs103/report3_grade.py
@@ -0,0 +1,3 @@
+''' WARNING: Modifying, decompiling or otherwise tampering with this script, it's data or the resulting .token file will be investigated as a cheating attempt. '''
+import bz2, base64
+exec(bz2.decompress(base64.b64decode('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')))
\ No newline at end of file
diff --git a/examples/example_docker/instructor/docker/unitgrade-docker/requirements.txt b/examples/example_docker/instructor/docker/unitgrade-docker/requirements.txt
new file mode 100644
index 0000000..1fd109b
--- /dev/null
+++ b/examples/example_docker/instructor/docker/unitgrade-docker/requirements.txt
@@ -0,0 +1,9 @@
+numpy
+tqdm
+jinja2
+tabulate
+compress_pickle
+pyfiglet
+importnb
+colorama
+unitgrade
\ No newline at end of file
diff --git a/examples/example_docker/students/cs103/Report3_handin_10_of_10.token b/examples/example_docker/students/cs103/Report3_handin_10_of_10.token
index d71c262..7a8e803 100644
--- a/examples/example_docker/students/cs103/Report3_handin_10_of_10.token
+++ b/examples/example_docker/students/cs103/Report3_handin_10_of_10.token
@@ -41,147 +41,149 @@ class Report3(Report):
 if __name__ == "__main__":
     evaluate_report_student(Report3())
 ---------------------------------------------------------------------- ..ooO0Ooo.. ----------------------------------------------------------------------
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 ---------------------------------------------------------------------- ..ooO0Ooo.. ----------------------------------------------------------------------
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diff --git a/examples/example_docker/students/cs103/__pycache__/report3_grade.cpython-38.pyc b/examples/example_docker/students/cs103/__pycache__/report3_grade.cpython-38.pyc
index 77015c4da9e35a95404dc204fda36e1c28f1c29c..3b0d38fc921961f1c79fc32bb87b4824178d7431 100644
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diff --git a/examples/example_docker/students/cs103/report3_grade.py b/examples/example_docker/students/cs103/report3_grade.py
index 619c0dc..cc63e47 100644
--- a/examples/example_docker/students/cs103/report3_grade.py
+++ b/examples/example_docker/students/cs103/report3_grade.py
@@ -1,3 +1,3 @@
 ''' WARNING: Modifying, decompiling or otherwise tampering with this script, it's data or the resulting .token file will be investigated as a cheating attempt. '''
 import bz2, base64
-exec(bz2.decompress(base64.b64decode('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')))
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+exec(bz2.decompress(base64.b64decode('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')))
\ No newline at end of file
diff --git a/src/unitgrade_private/docker_helpers.py b/src/unitgrade_private/docker_helpers.py
index d25500f..1e77a6a 100644
--- a/src/unitgrade_private/docker_helpers.py
+++ b/src/unitgrade_private/docker_helpers.py
@@ -101,7 +101,7 @@ def student_token_file_runner(host_tmp_dir, student_token_file, instructor_grade
     return pycom, token_location
 
 
-def docker_run_token_file(Dockerfile_location, host_tmp_dir, student_token_file, tag=None, instructor_grade_script=None, fix_user=True):
+def docker_run_token_file(Dockerfile_location, host_tmp_dir, student_token_file, tag=None, instructor_grade_script=None, fix_user=None):
     """
     This thingy works:
 
@@ -114,9 +114,14 @@ def docker_run_token_file(Dockerfile_location, host_tmp_dir, student_token_file,
 
     """
     # A bunch of tests. This is going to be great!
+    Dockerfile_location = os.path.abspath(Dockerfile_location)
     assert os.path.exists(Dockerfile_location)
+
     start = time.time()
 
+    if fix_user is None:
+        fix_user = os.name != 'nt'  # On Linux, this should probably be true to avoid problem with edit-rights of docker-created files.
+
     # with open(student_token_file, 'rb') as f:
     #     results = pickle.load(f)
     from unitgrade_private import load_token
-- 
GitLab