diff --git a/programming_contest_problem/questions-PCPA-PROTOTYPE_programming_contest_problem-20210802-1645.xml b/programming_contest_problem/questions-PCPA-PROTOTYPE_programming_contest_problem-20210802-1645.xml new file mode 100644 index 0000000..da64434 --- /dev/null +++ b/programming_contest_problem/questions-PCPA-PROTOTYPE_programming_contest_problem-20210802-1645.xml @@ -0,0 +1,734 @@ + + + + + + PROTOTYPE_programming_contest_problem + + + A programming contest problem runs an NZPC/ICPC style programming problem exported as a zip file from domjudge. The exported zip must be set as a support file. At runtime the template unzips the file and runs all the test cases in it, in whatever language + (C, C++, Python, Java) is selected by the user.

+

The question type accepts both the older-style domjudge exports (a flat file system) and the newer ICPC-standard ones (in which the tests are in folders data/secret and data/sample).

+

The zip file should normally contain a pdf problem spec, problem.pdf. A link to this file is inserted by Ajax after any supplied question text, which will normally just be a heading giving the problem name. By default the question spec loader will + search the zip file for any .pdf, and will use the first one it encounters. If for some unlikely reason multiple pdf files are present you can specify a particular one with the problem_spec_filename template parameter - see + below.

+

The zip file should normally also contain a file domjudge-problem.ini which should contain a line of the form

+
timelimit='2'
+

which specifies the per-test-case time limit. This can be overridden, if desired, by the pertest_timeout template parameter. 

+

By default the user is presented with a standard CodeRunner result table showing the output from all sample test cases. The new-format zip files have a folder data/sample and any tests in there are tagged as sample data. With the older flat file export + there is no simple way to determine which tests are sample tests, although if the filename starts with 'samp', it is assumed to be sample data. The question author can instead use the show_tests template parameter (see below) to specify + which test results to display. See also the show_first_fail and show_all_tests parameters.

+

With older-style problems in which all tests are in a single test case file it is generally not possible to provide the user with any useful result table.

+

Tests are run only until the first failing test case.

+

Template Parameters

+

+
    +
  • answer_language: the language to use when validating the question with its sample answer. Default: cpp,
  • cflags: the gcc flags to use when compiling. Default: "-std=gnu99 -O2".
  • cppflags: the g++ flags to use when compiling. Default: "-std=c++11 -O2"
  • float_tolerance: the absolute tolerance in floating point numbers. This is a hack which works only when the floating point numbers to be checked appear only on a line by themselves. Default: none (meaning only text-equality checks are applied).
  • pertest_timeout: timeout in secs to apply to each testcase. Overrides the value given in the domjudge-problem.ini file within the zip. If there is no such value in the ini file, the default is a generous 10 secs.
  • problem_spec_filename: name of the pdf file within the problem zip containing the problem spec. Needed only when there are multiple pdf files in the zip.
    • +
  • result_table_header: a header to display above the result table. Defaults to Sample test case results but this is probably not appropriate if show_all_tests or show_first_fail template parameters are used.
    • +
  • show_all_tests: true to display all test results. Otherwise they are hidden unless the user is a tutor or teacher. Default: false.
    • +
  • show_first_fail: true to include the first failing test case in the result table. Default: False
  • show_spoiler: true to show a Spoiler button that the user can click to see the first failing test. Default: True
    • +
  • show_tests: a list of the zero-origin numbers of test cases to be displayed. Default: []
    • +
  • tests_zip_filename: the name of the zip file containing all the tests and the problem spec. Needed only if there are multiple zip support files, e.g. when running a custom validator. Default: empty string.
    • +
  • total_timeout: sets the maximum allowed run time for all tests. Not normally useful. Can only be used to reduce the value of cputimelimitsecs set in the Advanced customisation panel. The absolute maximum value is set by the + Jobe server config.php file - usually around 1 minute.
    • +
  • validator_zip_filename: the name of the zip file containing a custom validator. Omit otherwise. See Custom Validators below.
    • +
+

Custom Validators

+

Some ICPC-style problems require a custom validator rather than simply comparing the expected output and the actual output. A custom validator can be added to a CodeRunner programming contest problem by adding another zip support file containing:

+

+

    +
  • A bash script build that generates the validator executable in the current directory. The executable must be called run.
    • +
  • Any other files (source files, header files etc) needed by the build script.
    • +
The validator must behave as defined by the ICPC here. In short, it is run on each test-case output with a command of the form

+

run input judgeanswer feedbackdir < teamoutput

+

where input is the test-case's stdin, judgeanswer is the test-case's expected stdout (probably irrelevant) and feedbackdir is a directory into which the validator should place any informative output. This is ignored by this question type.

The validator program must exit with a return code of 42 if the team's output is correct, or with a return code of 43 if not. Anything else is take to be a failed validator execution (which currently results in a CodeRunner abort with an error message confusing to the user, so don't write validators that break!).

+

]]> + + + + + 1 + 0 + 0 + + programming_contest_problem + 2 + 1 + 0 + 0 + 0 + 0 + 18 + 100 + + + 1 + + + 1 + 0 + + 0 + asdfasdf + python3 + c,cpp,csharp,java,python3* + + TemplateGrader + 120 + 16000 + + + 1 + twig + 0 + + 0 + ace + + 0 + 0 + 10240 + + + 1 + + + + + \ No newline at end of file diff --git a/programming_contest_problem/template.py b/programming_contest_problem/template.py new file mode 100644 index 0000000..a9003a9 --- /dev/null +++ b/programming_contest_problem/template.py @@ -0,0 +1,632 @@ +"""The template for for a programming contest problem, which takes a .zip file + in either domjudge import or domjudge export format as a support file. + It runs all the "write a program" tests present in the .zip file in the + language chosen by the submitter. As a constraint, the total execution time + cannot exceed the limit set on the Jobe server (typically 30 seconds). +""" + +import subprocess +import re +import json +import os +import sys +import os.path +import time +import urllib.parse +from collections import defaultdict +from enum import Enum +from random import randint + +from zipfile import ZipFile + +MAX_CELL_ROWS = 20 +MAX_CELL_COLS = 65 +MAX_STRING_LENGTH = 10000 # Max length of a Data-URI encoded string +MEMLIMIT = 4000000 # Max k-bytes for stack and data segments + +KNOWN_PARAMS = { + "answer_language": "cpp", # Used only by validator - ignore it + "cflags": "-std=gnu99 -w -O2", + "cppflags": "-std=c++11 -w -O2", + "float_tolerance": None, # Hacked up attempt to mimic domjudge + "fsizelimit": 8192, # Maximum output (incl. stdout) file size (512byte blocks) + "pertest_timeout": None, # Timeout (secs) on each test (actual default is 10 secs). + "problem_spec_filename": "", # Name of file containing problem spec + "programming_contest_problem": True, # We wouldn't be here without this one! + "result_table_header": 'Sample test case results (all other tests are hidden)', # Header to display above result table. + "show_first_fail": False, # True to display the first failing test. + "show_all_tests": False, # True to display all tests + "show_spoiler": True, # True to display a spoiler button for first failing test + "show_tests": [], # Numbers of test cases to be displayed in the result table + "total_timeout": 120, # Maximum permitted time budget. + "validator_zip_filename": "", + "tests_zip_filename": "" +} + + +class BadTestData(Exception): + pass + + +class ValidatorBuildFailure(Exception): + pass + + +class ValidatorFailure(Exception): + pass + + +class State(Enum): + correct = 0 + compile_error = 1 + runtime_error = 2 + wrong_answer = 3 + timeout = 4 + time_budget_exceeded = 5 + bad_test_data = 6 + + +SUMMARY_MESSAGES = { + State.correct: "Correct. Well done 😊", + State.compile_error: "Compile error", + State.runtime_error: "Runtime error", + State.wrong_answer: "Sorry, wrong answer 😞", + State.timeout: "One of your tests timed out", + State.time_budget_exceeded: """Testing aborted due to total time budget being exceeded. +Sorry but this server doesn't permit full testing of your answer. +This is probably not your fault.""", + State.bad_test_data: "Answer cannot be tested"} + + +def htmlise(s): + """Convert newlines to
and tweak '<'""" + return s.replace("<", "<").replace("\n", "
") + + +class TestResult: + def __init__(self, state, output): + self.state = state + self.output = output + + +class Results: + """A wrapper around the ResultTable, with the addition of a State attribute. + """ + def __init__(self, state=State.correct, global_error=''): + self.table = [['iscorrect', 'TestID', 'Input', 'Expected', 'Got', 'ishidden']] + self.state = state + self.failed_hidden = False + self.global_error = global_error # Any error message belonging outside the test table (e.g. compile err) + + @staticmethod + def make_data_url(s): + if len(s) > MAX_STRING_LENGTH: + s = s[:MAX_STRING_LENGTH] + ' ... (truncated)' + s = urllib.parse.quote(s, safe='~()*!.\'') + return f'Download' + + @staticmethod + def table_cell(s): + """Return a string suitable for display in the result table that is being + displayed using raw html formatting. + If s is less than MAX_CELL_ROWS lines and each line is less than + MAX_CELL_COLS in width, s is returned wrapped in a
element, with html + sanitisation). Otherwise the data is made into an html Download data-uri + link. + """ + lines = s.splitlines() + if len(lines) <= MAX_CELL_ROWS and all(len(line) <= MAX_CELL_COLS for line in lines): + return f'
{htmlise(s)}
' + else: + return Results.make_data_url(s) + + def add_row(self, test_num, test_result, stdin, expected, is_hidden): + """Add to this result table the given test result, given also the test stdin and expected output. + is_hidden will be used by the CodeRunner renderer to control whether the user sees this row. + """ + self.state = test_result.state + is_correct = self.state == State.correct + if not is_correct and is_hidden: + self.failed_hidden = True + self.table.append([is_correct, + test_num, + Results.table_cell(stdin), + Results.table_cell(expected), + Results.table_cell(test_result.output), + is_hidden]) + + +class JobRunner: + """The class that handles compiling, running and grading a submissions""" + FREE_BOARD_SECS = 5 # Number of seconds freeboard to allow for cleaning up, overheads etc. + # Default timeout, only if pertest_timeout parameter missing and no domjudge-ini timeout + DEFAULT_PER_TEST_TIMEOUT = 10 + + def __init__(self, student_answer, language, params, tests, timeout): + self.student_answer = student_answer + self.language = language + self.params = params + self.tests = tests + self.timeout = timeout + self.exec_command = None + self.validator = None + self.setup_validator_if_given() + + def setup_validator_if_given(self): + """If there is a valid supplied as a zip file, build the validator""" + validator_zip_filename = self.params.get('validator_zip_filename', None) + if validator_zip_filename: + os.mkdir("Validator") + zipfile = ZipFile(validator_zip_filename) + zipfile.extractall("Validator") + zipfile.close() + cwd = os.getcwd() + os.chdir('Validator') + if os.path.isfile('build'): + build_result = subprocess.run(['/bin/bash', 'build'], + encoding='utf-8', + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT) + elif os.path.isfile('validator.cpp'): + build_result = subprocess.run(['/usr/bin/g++', 'validator.cpp', '-o', 'run'], + encoding='utf-8', + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT) + else: + raise Exception("No build file for validator and no validator.cpp") + os.chdir(cwd) + if build_result.returncode == 0: + os.chmod('Validator/run', 0O755) + self.validator = 'Validator/run' + else: + raise ValidatorBuildFailure(build_result.stdout) + + def validator_check(self, test, got): + """Check the answer using a supplied validator. """ + _, stdin, expected = test + with open('test_stdin', 'w') as outfile: + outfile.write(stdin) + with open('test_expected', 'w') as outfile: + outfile.write(expected.rstrip()) + try: + os.mkdir('validator_feedback') + except FileExistsError: + pass + validator_result = subprocess.run([ + self.validator, 'test_stdin', 'test_expected', 'validator_feedback'], + stdout=subprocess.PIPE, stderr=subprocess.STDOUT, input=got.rstrip(), encoding='utf-8') + if validator_result.returncode == 42: + return True + elif validator_result.returncode == 43: + #files = os.listdir('validator_feedback') + #error_out = 'Validator feedback:' + #for file in files: + # with open('validator_feedback/' + file) as input: + # error_out += input.read() + # + #raise ValidatorFailure(f"Validator said 'No' with output {error_out}") + return False + else: + raise ValidatorFailure(f"Validator failed with return code {validator_result.returncode}") + + def match(self, test, got): + """True iff the expected output is correct. + If there is a validator for this problem, it is used. Otherwise a simple + comparison of expected and got is performed after stripping whitespace from + the end of both and from the end of every line in both. Also, for + each line, if the template_parameter float_tolerance is not None, + at attempt is made to compare non-matching lines as floats, within + the given tolerance. This is a gross hack. ** TODO ** fix me. + """ + if self.validator: + return self.validator_check(test, got) + else: + _, _, expected = test + expected_lines = [line.rstrip() for line in expected.rstrip().splitlines()] + got_lines = [line.rstrip() for line in got.rstrip().splitlines()] + if len(expected_lines) != len(got_lines): + return False + for left, right in zip(expected_lines, got_lines): + if left != right: + if self.params['float_tolerance']: + try: + fl = float(left) + fr = float(right) + tol = self.params['float_tolerance'] + if abs(fl - fr) < tol or abs((fl - fr) / fl) < tol: + continue + except ValueError: + return False + return False + return True + + def test_sequence(self): + """Return a list of the order in which tests should be performed. + Namely all sample tests, then all tests listed in show_tests, then + everything else. + """ + shows = [i for i in range(len(self.tests)) if self.tests[i][0]] # All sample tests + shows += self.params['show_tests'] + rest = sorted(set(range(0, len(self.tests))) - set(shows)) + return shows + rest + + def run_all_tests(self, end_time): + """Run the compiled program (defined by self.exec_command, set by previous compile) + on all tests passed to the constructor. + Must complete by given end_time (perf_counter, secs). + Return value is a Results object (q.v.) + """ + + if self.params['pertest_timeout'] is None: + if self.timeout is not None: + self.params['pertest_timeout'] = self.timeout + else: + self.params['pertest_timeout'] = JobRunner.DEFAULT_PER_TEST_TIMEOUT + results = Results() + + for i in self.test_sequence(): + is_sample, stdin, expected = self.tests[i] + secs_remaining = end_time - time.perf_counter() + pertest_timeout = self.params['pertest_timeout'] + test_result = self.run_one_test(stdin, secs_remaining, pertest_timeout) + if test_result.state == State.correct and not self.match(self.tests[i], test_result.output): + test_result.state = State.wrong_answer + is_shown = is_sample or self.params['show_all_tests'] or i in self.params['show_tests'] or ( + self.params['show_first_fail'] and test_result.state != State.correct) + results.add_row(i, test_result, stdin, expected, not is_shown) + if test_result.state != State.correct: + break # Lazy evaluation + return results + + def get_output(self, stdoutfile, stderrfile): + """Read the subprocesses standard output and standard error files""" + output = '' + with open(stdoutfile) as out: + output += out.read() + with open(stderrfile) as err: + spacer = '\n' if output else '' + output += spacer + err.read() + return output.rstrip() + + def run_one_test(self, stdin, remaining_secs, pertest_timeout): + """ Run a single test of the compiled ready-to-run program + using the given exec_command. remaining_secs is the total time + remaining. The job will be run with a time out pertest_timeout or + remaining_secs, whichever is the smaller. If the test times out + at pertest_timeout, it is considered a failure. However, if remaining_secs + is less than that and the job times out, it is considered a question-type + failure as the total time budget was insufficient for testing. In this + case InsufficientTimeBudget is raised. + return value is a TestResult object in which the State is 'correct' if + no runtime errors occurred. This might later change to wrong_answer when + the output is checked. + Use subprocess.run with output to files in order that ulimit filesize + works on stdout and stderr. + """ + output = '' + timeout = int(min(remaining_secs, pertest_timeout)) + if timeout <= 0: + return TestResult(State.time_budget_exceeded, "") + t_start = time.perf_counter() + state = State.correct # In this context, 'correct' means the run didn't break + cmd = ' '.join(self.exec_command) + fsizelimit = self.params['fsizelimit'] + bash_cmd = f"ulimit -s unlimited; ulimit -c 0; ulimit -v {MEMLIMIT}; ulimit -t {timeout}; ulimit -f {fsizelimit}; {cmd}" + try: + with open('__stdout__.txt', 'w') as output: + with open('__stderr__.txt', 'w') as err_output: + subprocess.run( + bash_cmd, + input=stdin, + stdout=output, + stderr=err_output, + universal_newlines=True, + check=True, + shell=True) + + except subprocess.CalledProcessError as e: + output = self.get_output('__stdout__.txt', '__stderr__.txt') + state = State.runtime_error + spacer = '\n' if output else '' + if output.endswith('Killed'): + # Job killed by bash, almost certainly due to ulimit. + # We assume that if wall clock time has run out, that the ulimit + # that was hit was cpu time. However, ulimit can actually kill + # a job due to CPU time *before* the wall clock time has reached + # (evidenced by Java). Hence the cautious classification in + # the following. + if time.perf_counter() - t_start >= timeout: + # Job timed out. Decide if this is a test case timeout + # (user's fault) or total time budget exceeded (our fault). + if timeout >= pertest_timeout: + state = State.timeout + output = output.replace('Killed', '*** TIMEOUT ***') + else: + state = State.time_budget_exceeded + elif e.returncode == (128 + 9): # Always true? Dunno! + output = output.replace('Killed', '*** Killed by timeout or excessive output ***') + elif e.returncode > 128: + # Why did we get killed?? + output = output.replace('Killed', f'*** Killed by signal {e.returncode - 128} ***') + else: + output = output.replace('Killed', f'*** Killed with returncode = {e.returncode} ***') + elif output.endswith('MemoryError'): + output = output.replace('MemoryError', '*** Memory limit exceeded ***') + elif e.returncode <= 128: + # Probably program exited with its own error code + output += spacer + f'*** Program exited with return code of {e.returncode} ***' + else: # e.returncode > 128 - a signal + output += spacer + f"*** Program failed with signal {e.returncode - 128} ***" + if state != state.correct and output: + output += "\nFurther testing aborted" + + else: + output = self.get_output('__stdout__.txt', '__stderr__.txt') + + return TestResult(state, output) + + def compile(self, filename): + """Compile C, C++, C# and Java (and Python, but it's almost a no-op). + Return the output from the compile (empty if a clean compile) + and set self.exec_command to the command required to execute + the + """ + basename = '.'.join(filename.split('.')[:-1]) + + if self.language == 'c': + cflags = self.params['cflags'] + command = f"gcc {cflags} -o {basename} {filename}" + compile_result = subprocess.run( + command.split(), + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT, + universal_newlines=True) + self.exec_command = [f"./{basename}"] + + elif self.language == 'cpp': + cppflags = self.params['cppflags'] + command = f"g++ {cppflags} -o {basename} {filename}" + compile_result = subprocess.run( + command.split(), + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT, + universal_newlines=True) + self.exec_command = [f"./{basename}"] + + elif self.language == 'java': + compile_result = subprocess.run( + ['javac', "-J-Xss64m", "-J-Xmx4g", filename], + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT, + universal_newlines=True) + self.exec_command = ["java", "-Xss64m", "-Xmx500m", basename] + + elif self.language == 'csharp': + compile_result = subprocess.run( + ['mcs', filename], + stdout=subprocess.PIPE, + stderr=subprocess.STDOUT, + universal_newlines=True) + self.exec_command = ["mono", basename + '.exe'] + + else: # Python doesn't need a compile phase + compile_result = None + self.exec_command = ["python3", filename] + + compile_output = compile_result.stdout if compile_result else '' + return compile_output + + def make_executable(self): + """Try to compile self.student_answer in language self.language. + Return value is the empty string if all goes well, and in that + case the value self.exec_command has the command to run the executable. + If there's any compile error, return the compiler output. + """ + language_extension_map = {'c': 'c', 'cpp': 'cpp', 'java': 'java', 'python3': 'py', 'csharp': 'cs'} + if self.language not in language_extension_map.keys(): + raise Exception('Error in question. Unknown/unexpected language ({})'.format(self.language)) + + if self.language == 'java': + # Need to determine public class name in order to name output file. Sigh. + # The best I can be bothered to do is to use a regular expression match. + match_obj = re.search(r'public\s+class\s+([_a-zA-Z][_a-zA-Z0-9]*)', + self.student_answer, re.DOTALL | re.MULTILINE) + if match_obj is None: + raise Exception("Unable to determine class name. Does the file include 'public class name'?") + classname = match_obj.group(1) + filename = classname + '.java' + else: + filename = 'prog.' + language_extension_map[self.language] + + # Write the student code to a file + + with open(filename, "w") as src: + print(self.student_answer, file=src) + + compile_output = self.compile(filename) + return compile_output + + def compile_and_run(self): + """Try to compile and execute the given student answer in the given + language. + Return a Result object. + """ + + # Compute the time by which we must be done (less 2 second for safety margin) + start_time = time.perf_counter() + end_time = start_time + self.params['total_timeout'] - self.FREE_BOARD_SECS + try: + error_message = self.make_executable() + except Exception as e: + error_message = str(e) + + if error_message: + result = Results(State.compile_error, error_message) + else: + # Compile OK: unzip the expected support file and try running all the tests. + result = self.run_all_tests(end_time) + + return result + + +def tests_and_timeout_from_zip(zipfilename): + """Return a tuple consisting of the timeout value from the domjudge.ini file + (if present - None if not) and a list of (isSample, inputdata, outputdata) + tuples of test data from the given zipfile. Test data must be either at the top level or + must be in a folder called 'secret' or 'judge' or 'sample'. + """ + tests = [] + allowed_folder_names = ['secret', 'sample', 'judge', 'judge data', 'sample data'] + zf = ZipFile(zipfilename) + filenames = zf.namelist() + folders = defaultdict(list) + for f in filenames: + path_bits = f.split('/') + folder = '/'.join(path_bits[:-1]) + if (folder == '' or any(folder.endswith(fname) for fname in allowed_folder_names)) and any(f.endswith(ext) for ext in ['.in', '.out', '.ans']): + folders[folder].append(path_bits[-1]) + + for folder, names in folders.items(): + infiles = sorted([f for f in names if f.endswith('.in')]) + outfiles = sorted([f for f in names if (f.endswith('.out') or f.endswith('.ans'))]) + infile_names = [f.split('.')[:-1] for f in infiles] + outfile_names = [f.split('.')[:-1] for f in outfiles] + + if infile_names != outfile_names: + error = f"Set of .in files doesn't match set of .out/.ans files in {folder}" + raise BadTestData(error) + else: + for i in range(len(infiles)): + if folder and not folder.endswith('/'): + folder += '/' + with zf.open(f"{folder}{infiles[i]}") as infile: + stdin = infile.read().decode('utf-8') + with zf.open(f"{folder}{outfiles[i]}") as infile: + expected = infile.read().decode('utf-8') + is_sample = 'sample' in folder or infiles[i].lower().startswith('samp') + tests.append((is_sample, stdin, expected)) + + timeout = None + ini_files = [f for f in filenames if f.endswith('domjudge-problem.ini')] + if (len(ini_files) == 1): + with zf.open(ini_files[0]) as ini_file: + lines = ini_file.read().decode('utf-8').splitlines() + for line in lines: + match_obj = re.match(r"^timelimit *= *'?(\d+)'?.*", line) + if match_obj: + timeout = int(match_obj[1]) + return tests, timeout + + +def get_all_tests(params): + """Unzip the expected .zip attachment and extract a list of tests from it. + A test is a (issample, stdin, expected) tuple. + Return value is a tuple: (timeout value. list of tests). + """ + zipfilename = params.get('tests_zip_filename', '') + if not zipfilename: + files = os.listdir('.') + zips = [filename for filename in files if filename.endswith('.zip')] + if len(zips) == 1: + zipfilename = zips[0] + else: + raise BadTestData(f"We're dead fred! Expected exactly one .zip file. Got: {str(files)}") + + tests, timeout = tests_and_timeout_from_zip(zipfilename) + if len(tests) == 0: + raise BadTestData('No test data found!') + + return tests, timeout + + +def get_question_params(): + params = json.loads("""{{ QUESTION.parameters | json_encode | e('py') }}""") + unknown_params = set(params.keys()) - set(KNOWN_PARAMS.keys()) + if unknown_params: + print("Unknown template parameter(s):", list(unknown_params)) + for param_name, default in KNOWN_PARAMS.items(): + if param_name in params: + param = params[param_name] + if type(param) != type(default) and default is not None: + print("Template parameter {} has wrong type (expected {})".format(param_name, type(default))) + else: + params[param_name] = default + cputimelimit = json.loads("""{{ QUESTION.cputimelimitsecs | json_encode | e('py') }}""") + + if cputimelimit and params['total_timeout'] > int(cputimelimit): + raise Exception("total_timeout cannot exceed cputimelimitsecs value in prototype") + return params + + +def make_spoiler(fail_case): + """ Return the html for a spoiler allowing the user to see the first + failing case (which is passed as the last row of the result table). + """ + assert(not fail_case[0]) # iscorrect should be false + element_id = "spoiler" + str(randint(10000, 99999)) + return """ +""" + """ +

+""".format(element_id, fail_case[2], fail_case[3], fail_case[4]) + + +def main(): + student_answer = """{{ STUDENT_ANSWER | e('py') }}""" + language = """{{ ANSWER_LANGUAGE | e('py') }}""".lower() + student = json.loads("""{{ STUDENT | json_encode | e('py') }}""") + can_view_hidden = student.get('canviewhidden', False) + params = get_question_params() + tests, timeout = get_all_tests(params) + job_runner = JobRunner(student_answer, language, params, tests, timeout) + + try: + results = job_runner.compile_and_run() + except BadTestData as e: + print(e) + results = Results(State.bad_test_data, "BAD QUESTION: Invalid zip file - no test data.") + + result_dict = {"fraction": 1.0 if results.state == State.correct else 0.0} + + if results.state == State.compile_error: + result_dict['prologuehtml'] = "
*** COMPILE ERROR ***
\n" + htmlise(results.global_error) + else: + epilogue_messages = [] + + # Display a results table only if there is at least one non-hidden row. + # unless student/user has the canviewhidden attribute set to true + if len(results.table) > 1 and (can_view_hidden or any(not row[5] for row in results.table[1:])): + wrapped_header = f"
{params['result_table_header']}
" + if 'prologuehtml' in result_dict: + result_dict['prologuehtml'] += '
' + wrapped_header + else: + result_dict['prologuehtml'] = wrapped_header + result_dict['testresults'] = results.table + result_dict['columnformats'] = ['%s', '%h', '%h', '%h'] + if results.failed_hidden: + epilogue_messages.append('One or more hidden tests failed') + + epilogue_messages.append(SUMMARY_MESSAGES[results.state]) + result_dict['epiloguehtml'] = htmlise('\n'.join(epilogue_messages)) + if results.failed_hidden and params['show_spoiler']: + fail_case = results.table[-1] # Fail case is always the last + result_dict['epiloguehtml'] += make_spoiler(fail_case) + + print(json.dumps(result_dict)) + + +main() diff --git a/python3_html_gapfiller/questions-Quiz2021-PROTOTYPE_python3_html_gapfiller-20210802-1644.xml b/python3_html_gapfiller/questions-Quiz2021-PROTOTYPE_python3_html_gapfiller-20210802-1644.xml new file mode 100644 index 0000000..6cb6aaf --- /dev/null +++ b/python3_html_gapfiller/questions-Quiz2021-PROTOTYPE_python3_html_gapfiller-20210802-1644.xml @@ -0,0 +1,468 @@ + + + + + + PROTOTYPE_python3_html_gapfiller + + +

A Python gap filler. For this question, a complete working python script must be pasted into the globalextra field. Portions of that script can then be replaced with HTML input or textarea elements using one of the following formats:
{[ 20 ]}     # Am HTML entry field of width 20
+{[ 10, 20 ]} # An HTML text area 10 columns x 20 rows
+

The values entered into those fields by the student are inserted back into the program, which is then compiled and run against all tests in the usual way.

Template parameters:

  • checksyntax. True to parse all the fields in isolation to ensure they are valid Python syntax. With some questions (e.g. requesting a format string without the enclosing quotes), fields will not be valid Python in isolation and this must be set to false. Default: true.
  • echostdin. True to add a custom version of the input() function which echoes standard input to standard output, as happens when doing terminal input. Default: False.
  • extra. Either 'pretest' or 'posttest' to use the tests extra field before or after each test, respectively. Meaningful only if source is test0. Default 'posttest'.
  • maxfieldlength. The maximum length of a string that can be entered into any of the fields. Default: 50
  • maxnumlines. The maximum number of lines permitted (meaningful only for textarea answers). Default: 5.
  • prefix. A string to be inserted before all tests. Default ''.
  • proscribedconstructs. A list of Python constructs that must not appear in any of the fields. Fields that are not syntactically valid in their own right are ignored. See below for recognised construct names. Default: []
  • proscribedsubstrings. A list of strings that must not appear in any of the fields. Default [';', 'print'].
  • requiredconstructs. A list of Python constructs (as strings) that must appear in at least one of the fields. Fields that are not syntactically valid in their own right are ignored. See below for recognised construct names. Default []
  • suffix. A string to be appended to all tests. Default ''.
  • stripwhitespace. False to stop whitespace from being stripped off the results of tests before comparing them with the expected results. Default: True.
  • useanswerfortests. True to run the sample answer for any tests that have an empty expected field.

UI Parameters

This question type uses the gapfiller UI, which takes the parameter ui_source, which should be either "globalextra" or "test0" to take the HTML from either the global extra or the first test case's code respectively.ui_s

Recognised Python construct names:

assert, break, comprehension, continue, dictcomprehension, except, finally, for, if, import, lambda, listcomprehension, raise, return, slice, subscript, try, while, with, yield


+

+

]]> + + + + + 1 + 0 + 0 + + python3_html_gapfiller + 2 + 1 + 0, 10, 20, ... + 0 + 0 + 0 + 18 + 100 + + + 1 + + + 1 + 1 + + 0 + #\n|ms]]> + python3 + + + TemplateGrader + 10 + 1000 + + + 1 + twig + 0 + {} + 0 + gapfiller + + 0 + 0 + 10240 + + + 1 + + + + + \ No newline at end of file diff --git a/python3_html_gapfiller/template.py b/python3_html_gapfiller/template.py new file mode 100644 index 0000000..93689ba --- /dev/null +++ b/python3_html_gapfiller/template.py @@ -0,0 +1,403 @@ +""" The prototype template for a python gap-filler. +""" + +import subprocess, sys, json, re, html, ast + +CHECK_ONLY = 0 +PRECHECK_ONLY = 1 +BOTH = 2 + +KNOWN_PARAMS = { + "gapfiller_ui_source": "globalextra", + 'checksyntax': True, + 'proscribedsubstrings': [";", "print"], + 'proscribedconstructs': [], + 'requiredconstructs': [], + 'maxfieldlength': 50, + 'maxnumlines': 5, # Relevant only for text areas + 'useanswerfortests': False, + 'prefix': '', + 'extra': 'posttest', + 'echostdin': True, + 'suffix': '', + 'stripwhitespace': True +} + +FAKE_INPUT = """ +REAL_INPUT = input +def input(prompt=''): + '''Version of input func that echos input to output''' + print(prompt, end='') + line = REAL_INPUT() + print(line) + return line +""" + +PARAMS = json.loads("""{{ QUESTION.parameters | json_encode | e('py') }}""") +unknown_params = set(PARAMS.keys()) - set(KNOWN_PARAMS.keys()) +filtered_params = [param for param in unknown_params if not param.startswith('_')] +if filtered_params: + print("Unexpected template parameter(s):", list(sorted(filtered_params))) +for param, default in KNOWN_PARAMS.items(): + if param not in PARAMS: + PARAMS[param] = default + +PARAMS['IS_PRECHECK'] = "{{ IS_PRECHECK }}" == "1" +PARAMS['ALL_OR_NOTHING'] = json.loads("""{{ QUESTION.allornothing}}""") + + +class TestCase: + def __init__(self, dict_rep): + """Construct a testcase from a dictionary representation obtained via JSON""" + self.testcode = dict_rep['testcode'] + self.stdin = dict_rep['stdin'] + self.expected = dict_rep['expected'] + self.extra = dict_rep['extra'] + self.display = dict_rep['display'] + try: + self.testtype = int(dict_rep['testtype']) + except: + self.testtype = 0 + self.hiderestiffail = bool(int(dict_rep['hiderestiffail'])) + self.useasexample = bool(int(dict_rep['useasexample'])) + self.mark = float(dict_rep['mark']) + + +class TestResults: + """Manage the set of test results in order to build a test result table""" + + def __init__(self, tests): + self.show_test_col = any(test.testcode.strip() != '' for test in tests) + self.show_input_col = any(test.stdin.strip() != '' for test in tests) + self.all_correct = True + self.hiding_rest = False + self.hidden_fails = 0 + self.mark = 0 + self.total_avail = 0 + header = [] + self.column_formats = [] + if self.show_test_col: + header.append('Test') + self.column_formats.append('%h') + if self.show_input_col: + header.append('Input') + self.column_formats.append('%s') + + header += ["Expected", "Got", "iscorrect", "ishidden"] + self.column_formats += ['%s', '%s'] + self.result_table = [header] + + def is_empty(self): + """True if the only result table row is the header""" + return len(self.result_table) == 1 + + def add_row(self, test, source, output, field_values): + """Add a row with given info""" + global splitter_used + row = [] + if self.show_test_col: + test_col = htmlize(test.testcode) + if source == 'test0': + test_col = insert_fields(test_col, field_values, splitter_used, True) + row.append(test_col) + if self.show_input_col: + row.append(test.stdin) + if PARAMS['stripwhitespace']: + correct = output.strip() == test.expected.strip() + else: + correct = output == test.expected + hidden = test.display == 'HIDE' or self.hiding_rest or (test.display == 'HIDE_IF_SUCCEED' and correct) + row += [test.expected, output, correct, hidden] + self.result_table.append(row) + self.total_avail += test.mark + if correct: + self.mark += test.mark + else: + self.all_correct = False + if hidden: + self.hidden_fails += 1 + self.hiding_rest = test.hiderestiffail and not correct + + def get_fraction(self): + return self.mark / self.total_avail if self.total_avail != 0 else 1 + + def get_results(self): + return self.result_table + + def get_column_formats(self): + return self.column_formats + + +def get_test_cases(): + """Return an array of Test objects from the template parameter TESTCASES""" + test_cases = [TestCase(test) for test in json.loads("""{{ TESTCASES | json_encode | e('py') }}""")] + return test_cases + + +def constructs_used(code_snippet): + """Return a set of all constructs encountered in the given code snippet, + which must a syntactically valid bit of Python + """ + constructs_seen = set() + class ConstructFinder(ast.NodeVisitor): + def visit_Assert(self, node): + constructs_seen.add('assert') + self.generic_visit(node) + def visit_Raise(self, node): + constructs_seen.add('raise') + self.generic_visit(node) + def visit_Lambda(self, node): + constructs_seen.add('lambda') + self.generic_visit(node) + def visit_Import(self, node): + constructs_seen.add('import') + self.generic_visit(node) + def visit_ImportFrom(self, node): + constructs_seen.add('import') + self.generic_visit(node) + def visit_For(self, node): + constructs_seen.add('for') + self.generic_visit(node) + def visit_While(self, node): + constructs_seen.add('while') + self.generic_visit(node) + def visit_Comprehension(self, node): + constructs_seen.add('comprehension') + self.generic_visit(node) + def visit_ListComp(self, node): + constructs_seen.add('listcomprehension') + self.generic_visit(node) + def visit_SetComp(self, node): + constructs_seen.add('setcomprehension') + self.generic_visit(node) + def visit_DictComp(self, node): + constructs_seen.add('dictcomprehension') + self.generic_visit(node) + def visit_Subscript(self, node): + constructs_seen.add('subscript') + def visit_Slice(self, node): + constructs_seen.add('slice') + def visit_If(self, node): + constructs_seen.add('if') + self.generic_visit(node) + def visit_Break(self, node): + constructs_seen.add('break') + self.generic_visit(node) + def visit_Continue(self, node): + constructs_seen.add('continue') + self.generic_visit(node) + def visit_Try(self, node): + constructs_seen.add('try') + self.generic_visit(node) + def visit_TryExcept(self, node): + constructs_seen.add('try') + constructs_seen.add('except') + self.generic_visit(node) + def visit_TryFinally(self, node): + constructs_seen.add('try') + constructs_seen.add('finally') + self.generic_visit(node) + def visit_ExceptHandler(self, node): + constructs_seen.add('except') + self.generic_visit(node) + def visit_With(self, node): + constructs_seen.add('with') + self.generic_visit(node) + def visit_Yield(self, node): + constructs_seen.add('yield') + self.generic_visit(node) + def visit_YieldFrom(self, node): + constructs_seen.add('yield') + self.generic_visit(node) + def visit_Return(self, node): + constructs_seen.add('return') + self.generic_visit(node) + + tree = ast.parse(code_snippet) + visitor = ConstructFinder() + visitor.visit(tree) + return constructs_seen + + + +# Expand the given code by inserting the given fields into the +# given code, after splitting it with the given regular expression. +# If highlight is true, the inserted text is wrapped in a element +# with a special blue-grey background. +def insert_fields(code, fields, splitter=r"\{\[.*?\]\}", highlight=False): + global splitter_used + splitter_used = splitter # Hack - save for re-use when displaying tests + bits = re.split(splitter, code) + if len(bits) != len(fields) + 1: + print("Richard has goofed. Please report", file=sys.stderr) + sys.exit() + + prog = bits[0] + i = 1 + for value in fields: + if len(value.splitlines()) > 1: + # Indent all lines in a textarea by the indent of the first line + indent = len(prog.splitlines()[-1]) + value_bits = value.splitlines() + for j in range(1, len(value_bits)): + value_bits[j] = indent * ' ' + value_bits[j] + value = '\n'.join(value_bits) + '\n' + if highlight: + value = f"{value}" + prog += value + bits[i] + i += 1 + return prog + + +def run_one_test(prog, stdin): + with open("prog.py", "w") as src: + print(prog, file=src) + try: + output = subprocess.check_output( + ["python3", "prog.py"], + input=stdin, + stderr=subprocess.STDOUT, + universal_newlines=True, + timeout=3, + ) + except subprocess.CalledProcessError as e: + output = e.output + '\n' if e.output else '' + except subprocess.TimeoutExpired: + output = "*** Timeout error ***" + return output + + +def snip(field): + """Return the given field, snipped to a max of 10 chars""" + return field if len(field) <= 10 else field[0:10] + '...' + + +def precheck(field_values): + """Checks field lengths and ensure no proscribed strings present""" + errors = [] + all_constructs = set() + for field in field_values: + if len(field) > PARAMS['maxfieldlength']: + errors.append(f"Field '{snip(field)}' is too long. Maximum length is {PARAMS['maxfieldlength']}") + if len(field.rstrip().splitlines()) > PARAMS['maxnumlines']: + errors.append(f"Field '{snip(field)}' has too many lines. Maximum is {PARAMS['maxnumlines']}") + for bad in PARAMS['proscribedsubstrings']: + if bad in field: + errors.append(f"Field '{snip(field)}' contains the banned string '{bad}'") + + if PARAMS['checksyntax']: + try: + constructs = constructs_used(field) + all_constructs = all_constructs.union(constructs) + + for bad in PARAMS['proscribedconstructs']: + if bad in constructs: + errors.append(f"Field '{snip(field)}' contains the banned constructs '{bad}'") + except (SyntaxError, ValueError) as e: + errors.append(f"Syntax error in field '{snip(field)}'") + + if not errors: + for good in PARAMS['requiredconstructs']: + if good not in all_constructs: + errors.append(f"You must use a {good} somewhere") + + return errors + + +def htmlize(message): + """An html version of the given error message""" + return '
' + html.escape(message) + '
' if message else '' + +def set_expected(source, test): + """Plug the expected answer into the given test by running the + sample answer. Does nothing if useanswerfortests is False + or if the expected field of the test is non-empty. + """ + if not PARAMS['useanswerfortests'] or test.expected.rstrip(): + return + field_values = json.loads(""" {{ QUESTION.answer | e('py') }}""") + prog = make_prog_to_run(source, test, field_values) + output = run_one_test(prog, test.stdin) + test.expected = output + +def make_prog_to_run(source, test, field_values): + raw_prog = PARAMS['prefix'] + if PARAMS['echostdin']: + raw_prog += FAKE_INPUT + if PARAMS['extra'] == 'pretest' and test.extra: + raw_prog += test.extra + '\n' + if source and source == 'test0': + raw_prog += test.testcode + else: + raw_prog += """{{ QUESTION.globalextra | e('py')}}""" + if PARAMS['extra'] == 'posttest' and test.extra: + raw_prog += '\n' + test.extra + '\n' + prog = insert_fields(raw_prog, field_values) + if source != 'test0': + prog += '\n' + test.testcode + prog += '\n' + PARAMS['suffix'] + return prog + +def run_tests_prechecked(tests, field_values): + """Run the given set of tests, knowing there are no precheck errors. + Return the outcome dictionary. + """ + ui_params = json.loads("""{{ QUESTION.uiparameters | json_encode | e('py') }}""") + if ui_params and 'ui_source' in ui_params: + source = ui_params['ui_source'] + else: + source = 'globalextra' + is_precheck = PARAMS['IS_PRECHECK'] + table = TestResults(tests) + + for test in tests: + if is_precheck and test.testtype not in [PRECHECK_ONLY, BOTH]: + continue + if not is_precheck and test.testtype not in [CHECK_ONLY, BOTH]: + continue + prog = make_prog_to_run(source, test, field_values) + output = run_one_test(prog, test.stdin) + set_expected(source, test) + table.add_row(test, source, output, field_values) + + if PARAMS['ALL_OR_NOTHING']: + fraction = 1 if table.all_correct else 0 + else: + fraction = table.get_fraction() + outcome = {'fraction': fraction} + if not table.is_empty(): + outcome['testresults'] = table.get_results() + outcome['columnformats'] = table.get_column_formats() + outcome['showdifferences'] = True + + if table.all_correct: + if is_precheck: + outcome['epiloguehtml'] = '

Precheck passed 😊

' + else: + if table.hidden_fails: + outcome['epiloguehtml'] = '

One or more hidden tests failed.

' + else: + outcome['epiloguehtml'] = '' + if PARAMS['ALL_OR_NOTHING']: + outcome['epiloguehtml'] += '

Sorry, you must pass all tests to earn any marks 😞.

' + + return outcome + + +def run_tests(): + """Run all tests. Do prechecks first then pass on to run_tests_prechecked""" + tests = get_test_cases() + field_values_raw = json.loads(""" {{ STUDENT_ANSWER | e('py') }}""") + field_values = [field.strip() for field in field_values_raw] + errors = precheck(field_values) + if errors: + prologue = '

' + htmlize('\n'.join(errors)) + '

' + prologue += '

Sorry, precheck failed 😞

' + outcome = {'fraction': 0, "prologuehtml": prologue} + else: + # Can't skip this when prechecking as there may be prechecked tests + outcome = run_tests_prechecked(tests, field_values) + + print(json.dumps(outcome)) + +run_tests() diff --git a/python3_stage1/__author_solution.html b/python3_stage1/__author_solution.html new file mode 100644 index 0000000..c0b5379 --- /dev/null +++ b/python3_stage1/__author_solution.html @@ -0,0 +1,47 @@ +
+ Show author's solution +
+
+ 
%s
+
+ + diff --git a/python3_stage1/__author_solution_scrambled.html b/python3_stage1/__author_solution_scrambled.html new file mode 100644 index 0000000..e481e1c --- /dev/null +++ b/python3_stage1/__author_solution_scrambled.html @@ -0,0 +1,47 @@ +
+ Show scrambled author's solution +
+
+ 
%s
+
+ + diff --git a/python3_stage1/__languagetask.py b/python3_stage1/__languagetask.py new file mode 100644 index 0000000..ba78896 --- /dev/null +++ b/python3_stage1/__languagetask.py @@ -0,0 +1,77 @@ +"""The generic LanguageTask, subclasses of which manage compiling and executing + code in a particular language. +""" +from datetime import datetime + +WATCHDOG_FREEBOARD = 1 + +class CompileError(Exception): + def __init__(self, error_message): + Exception.__init__(self, error_message) + + +class RunError(Exception): + def __init__(self, error_message=''): + Exception.__init__(self, error_message) + +class LanguageTask: + def __init__(self, params, code=None): + """Initialise the object, recording the parameters that will control compilation and + running plus the code if supplied. Code may be alternatively be supplied later by + calls to set_code. + self.params is the dictionary of template & global parameters - language specific. + """ + self.params = params + self.code = code + self.executable_built = False + self.compile_error_message = None + self.error_message_offset = 0 + self.stderr = '' + self.stdout = '' + self.start_time = datetime.now() + self.timed_out = False + if 'totaltimeout' not in params: + self.params['totaltimeout'] = 30 # Secs + + def seconds_remaining(self): + """The number of seconds of execution time remaining before the watchdog timer goes off. + The watchdog timer goes off 1 second before runguard kills the job (as determined by the 'timeout' parameter). + """ + t_elapsed = (datetime.now() - self.start_time).total_seconds() + return self.params['totaltimeout'] - t_elapsed - WATCHDOG_FREEBOARD + + def set_code(self, code, error_message_offset=0): + """Set the code to be used for subsequent compiling and running. The optional error_message_offset + is a number to be subtracted from any error messages generated by compile and run_code calls. + Exactly how (or even 'if') it is used is language dependent. + """ + self.code = code + self.error_message_offset = error_message_offset + + def compile(self, make_executable=False): + """Compile the currently set code, either to an object file or + to an executable file depending on the given make_executable parameter. + Adjust any error message by subtracting error_message_offset. + Raise CompileError if the code does not + compile, with the compilation error message within the exception + and also recorded in self.compile_error_message. + No return value. + """ + raise NotImplementedError("compile not implemented by concrete class") + + def discard_executable(self): + """Called if something breaks in the executable and it will need rebuilding + (with different source, presumably) + """ + self.executable_built = False + + def run_code(self, standard_input=None, bash_command=None): + """Run the code in the executable program that a call to compile is assumed + to have created, using the given standard input. + If a bash_command is supplied it used as given. + Otherwise the command to be executed is the compiled executable. + Returns a tuple of the output from the + run and a stderr (or a derivative thereof) string. Those two values + are also recorded in self.stdout and self.stderr respectively. + """ + raise NotImplementedError("run_code not implemented by concrete class") \ No newline at end of file diff --git a/python3_stage1/__plottools.py b/python3_stage1/__plottools.py new file mode 100644 index 0000000..861406b --- /dev/null +++ b/python3_stage1/__plottools.py @@ -0,0 +1,204 @@ +"""Define support functions for testing of matplotlib questions. + The main function is print_plot_info, which displays suitably formatted + data about the current matplotlib plot. + + This module works only if imported *after* a call to matplotlibg.use("Agg") has + been done. +""" +import numpy as np +import matplotlib.pyplot as plt +from matplotlib import colors as colors +from scipy import interpolate + +MAX_LABEL_LENGTH = 60 # Use multiline display if the tick label string length exceeds this + +def my_interpolate(data, xs): + """Return the spline interpolated list of (x, y) values at abscissa xs, given + a list of (x, y) pairs + """ + def linear(x, x0, y0, x1, y1): + return y0 + (x - x0)/(x1 - x0) * (y1 - y0) + + if len(data[:,0]) == 2: + x0, y0 = data[0][0], data[0][1] + x1, y1 = data[-1][0], data[-1][1] + return [(x, linear(x, x0, y0, x1, y1)) for x in xs] + else: # cubic + tck = interpolate.splrep(data[:,0], data[:,1], s=0) # Cubic spline interpolator + return zip(xs, interpolate.splev(xs, tck)) # Evaluate at required x values + + +def fmt_float_pair(p): + """A formatted point or other pair of floating-point numbers""" + return f"({p[0]:.2f}, {p[1]:.2f})" + + +def tick_fmt(tick): + """Format a tick label, which may be either a string or a float. If it's + a float, try to format it as an int, otherwise format it to 2 decimal + places. + """ + if isinstance(tick, str): + return tick + elif float(int(tick)) == tick: + return str(int(tick)) + else: + return f"{tick:.2f}" + + +def normalise_colour(colour): + """Given a matplotlib colour, convert to a standarised format""" + rgb = colors.to_rgb(colour) + return f"RGB({rgb[0]:0.2f}, {rgb[1]:0.2f}, {rgb[2]:0.2f})" + + +def print_lines(subplot, x_samples, show_colour, has_legend): + """Print all lines in the plot showing y values interplolated at the given x sample points, + if not None. Otherwise print just the first 5 and last 5 points. Also + show line colours if show_colour is True. + """ + lines = subplot.get_lines() + if len(lines) == 0: + print("No plotted lines found") + return + multilines = len(lines) > 1 + if multilines: + print(f"{len(lines)} separate plots found") + for i, line in enumerate(lines, 1): + if multilines: + print(f"Line {i}:") + if show_colour: + print("Color:", normalise_colour(line.get_color())) + print("Marker:", line.get_marker()) + print("Line style:", line.get_linestyle()) + label = line.get_label() + if has_legend and label: + print("Label:", label) + data = line.get_xydata() + if x_samples is not None: + print(f"First point: {fmt_float_pair(data[0])}") + print(f"Last point: {fmt_float_pair(data[-1])}") + print(f"Interpolating line at selected x values:") + interpolated = my_interpolate(data, x_samples) + for p in interpolated: + print(fmt_float_pair(p)) + else: + print(f"Num points: {len(data)}") + n = min(len(data), 5) + points = '\n '.join(fmt_float_pair(p) for p in data[:n]) + print(f"First {n} points:\n {points}") + last_n = min(len(data) - n, 5) + if last_n: + points = '\n '.join(fmt_float_pair(p) for p in data[-last_n:]) + print(f"Last {last_n} points:\n {points}") + if multilines: + print() + + +def in_range(labels, limits): + """Return the list of axis labels, filtered to include only those within + the given limits (min, max). If any of the axis labels are non-numeric + the list is returned unchanged. + """ + try: + clipped_labels = [] + for s in labels: + s_orig = s + if isinstance(s, str): + s = s.replace('−', '-') + if limits[0] <= float(s) <= limits[1]: + clipped_labels.append(s_orig) + return clipped_labels + except ValueError: + return labels + + +def print_bars(subplot, show_colour): + """Print a list of all bars""" + print("Bars:") + bars = subplot.patches + if bars and show_colour: + print(f"First bar colour: {normalise_colour(bars[0].get_facecolor())}") + for i, bar in enumerate(subplot.patches): + print(f"Bar{i}: x = {int(bar.get_xy()[0] + bar.get_width() / 2)} height = {bar.get_height():.2f}") + + +def tick_label_text(labels): + """Return a string suitable for displaying tick labels""" + label_text = ', '.join(labels) + if len(label_text) > MAX_LABEL_LENGTH: + label_text = '\n'.join(labels) + return label_text + + +def print_plot_info(data_type, x_samples=None, + show_xlim=False, show_ylim=False, + show_colour=False, + show_xticklabels=None, # Default is True for bar chars, False otherwise + show_yticklabels=False + ): + """Output key attributes of current plot, as defined by plt.gca(). + data_type must be one of 'points', 'lines' or 'bars', to print the + appropriate type of data. + x_samples, meaningful only if data_type = 'lines', is a list of x values + at which the graph y values should be printed + """ + try: + axes = plt.gcf().get_axes() + texts = plt.gcf().texts + if len(axes) > 1: + print(f"Figure has {len(axes)} subplots") + if len(texts) != 0: + print(f"Suptitle: {texts[0].get_text()}\n") + for i, current_axes in enumerate(axes, 1): + if len(axes) > 1: + print(f"Subplot {i}\n---------") + subplot = current_axes.axes + has_legend = subplot.get_legend() is not None + print("Plot title: '{}'".format(current_axes.title.get_text())) + print("X-axis label: '{}'".format(subplot.get_xlabel())) + print("Y-axis label: '{}'".format(subplot.get_ylabel())) + xgridlines = subplot.get_xgridlines() + ygridlines = subplot.get_ygridlines() + gridx_on = len(xgridlines) > 0 and xgridlines[0].get_visible() + gridy_on = len(ygridlines) > 0 and ygridlines[0].get_visible() + print(f"(x, y) grid lines enabled: ({gridx_on}, {gridy_on})") + xlim = subplot.get_xlim() + ylim = subplot.get_ylim() + if show_xlim: + print(f"X-axis limits: {fmt_float_pair(xlim)}") + if show_ylim: + print(f"Y-axis limits: {fmt_float_pair(ylim)}") + if data_type == 'points': + print_lines(subplot, None, show_colour, has_legend) + elif data_type == 'lines': + print_lines(subplot, x_samples, show_colour, has_legend) + elif data_type == 'bars': + print_bars(subplot, show_colour) + + if show_xticklabels or (show_xticklabels is None and data_type == 'bars'): + x_tick_labels = [label.get_text() for label in subplot.get_xticklabels()] + if all(label.strip() == '' for label in x_tick_labels): + x_tick_labels = [tick_fmt(pos) for pos in subplot.get_xticks()] + x_tick_labels = in_range(x_tick_labels, xlim) + print('\nX-axis tick labels:') + print(tick_label_text(x_tick_labels)) + + if show_yticklabels: + y_tick_labels = [label.get_text() for label in subplot.get_yticklabels()] + if all(label.strip() == '' for label in y_tick_labels): + y_tick_labels = [tick_fmt(pos) for pos in subplot.get_yticks()] + y_tick_labels = in_range(y_tick_labels, ylim) + print("\nY-axis tick labels:") + print(tick_label_text(y_tick_labels)) + + if has_legend: + print(f"Legend: True") + + if len(axes) > 1: + print(40 * "=") + print() + + + except Exception as exception: + print("Failed to get plot info:", str(exception)) diff --git a/python3_stage1/__pystylechecker.py b/python3_stage1/__pystylechecker.py new file mode 100644 index 0000000..4bc0f5f --- /dev/null +++ b/python3_stage1/__pystylechecker.py @@ -0,0 +1,472 @@ +"""All the style checking code for Python3""" + +from io import BytesIO +import os +import subprocess +import ast +import tokenize +import token +import re +import shutil +from collections import defaultdict + +class StyleChecker: + def __init__(self, prelude, student_answer, params): + self.prelude = prelude + self.student_answer = student_answer + self.params = params + self.function_call_map = None + self._tree = None + + @property + def tree(self): + if self._tree is None: + self._tree = ast.parse(self.student_answer) + return self._tree + + def style_errors(self): + """Return a list of errors from local style checks plus pylint and/or mypy + """ + errors = [] + source = open('__source.py', 'w', encoding="utf-8") + code_to_check = self.prelude + self.student_answer + prelude_len = len(self.prelude.splitlines()) + source.write(code_to_check) + source.close() + env = os.environ.copy() + env['HOME'] = os.getcwd() + pylint_opts = self.params.get('pylintoptions',[]) + precheckers = self.params.get('precheckers', ['pylint']) + result = '' + + if 'pylint' in precheckers: + try: # Run pylint + cmd = 'python3.9 -m pylint ' + ' '.join(pylint_opts) + ' __source.py' + result = subprocess.check_output(cmd, + stderr=subprocess.STDOUT, + universal_newlines=True, + env=env, + shell=True) + except Exception as e: + result = e.output + + else: + # (mct63) Abort if there are any comments containing 'pylint:'. + try: + tokenizer = tokenize.tokenize(BytesIO(self.student_answer.encode('utf-8')).readline) + for token_type, token_text, *_ in tokenizer: + if token_type == tokenize.COMMENT and 'pylint:' in token_text: + errors.append("Comments can not include 'pylint:'") + break + + except Exception: + errors.append("Something went wrong while parsing comments. Report this.") + + if "Using config file" in result: + result = '\n'.join(result.splitlines()[1:]).split() + + if result == '' and 'mypy' in precheckers: + code_to_check = 'from typing import List as list, Dict as dict, Tuple as tuple, Set as set, Any\n' + code_to_check + with open('__source2.py', 'w', encoding='utf-8') as outfile: + outfile.write(code_to_check) + cmd = 'python3.8 -m mypy --no-error-summary --no-strict-optional __source2.py' + try: # Run mypy + subprocess.check_output(cmd, # Raises an exception if there are errors + stderr=subprocess.STDOUT, + universal_newlines=True, + env=env, + shell=True) + except Exception as e: + result = e.output + line_num_fix = lambda match: "Line " + str(int(match[1]) - 1 - prelude_len) + match[2] + result = re.sub(r'__source2.py:(\d+)(.*)', line_num_fix, result) + + if result == '' and self.params.get('requiretypehints', False): + bad_funcs = self.check_type_hints() + for fun in bad_funcs: + result += f"Function '{fun}' does not have correct type hints\n" + + if result: + errors = result.strip().splitlines() + errors.append("Sorry, but your code doesn't pass the style checks.") + + return errors + + def local_errors(self): + """Perform various local checks as specified by the current set of + template parameters. + """ + errors = [] + + for banned in self.params.get('proscribedsubstrings', []): + if banned in self.student_answer: + errors.append(f"The string '{banned}' is not permitted anywhere in your code.") + + for required in self.params.get('requiredsubstrings', []): + if isinstance(required, str) and required not in self.student_answer: + errors.append(f'The string "{required}" must occur somewhere in your code.') + elif isinstance(required, dict): + if 'pattern' in required and not re.findall(required['pattern'], self.student_answer): + errors.append(required['errormessage']) + elif 'string' in required and required['string'] not in self.student_answer: + errors.append(required['errormessage']) + + if self.params.get('banglobalcode', True): + errors += self.find_global_code() + + if not self.params.get('allownestedfunctions', True): + # Except for legacy questions or where explicitly allowed, nested functions are banned + nested_funcs = self.find_nested_functions() + for func in nested_funcs: + errors.append("Function '{}' is defined inside another function".format(func)) + + max_length = self.params['maxfunctionlength'] + bad_funcs = self.find_too_long_funcs(max_length) + for func, count in bad_funcs: + errors.append("Function '{}' is too long\n({} statements, max is {})" + "".format(func, count, max_length)) + + bad_used = self.find_illegal_functions() + for name in bad_used: + errors.append("You called the banned function '{}'.".format(name)) + + missing_funcs = self.find_missing_required_function_calls() + for name in missing_funcs: + errors.append("You forgot to use the required function '{}'.".format(name)) + + missing_funcs = self.find_missing_required_function_definitions() + for name in missing_funcs: + errors.append("You forgot to define the required function '{}'.".format(name)) + + missing_constructs = self.find_missing_required_constructs() + for reqd in missing_constructs: + errors.append("Your program must include at least one " + reqd + " statement.") + + bad_constructs = self.find_illegal_constructs() + for notallowed in bad_constructs: + errors.append("Your program must not include any " + notallowed + "s.") + + num_constants = len([line for line in self.student_answer.split('\n') if re.match(' *[A-Z_][A-Z_0-9]* *=', line)]) + if num_constants > self.params['maxnumconstants']: + errors.append("You may not use more than " + str(self.params['maxnumconstants']) + " constants.") + + # (mct63) Check if anything restricted is being imported. + if 'restrictedmodules' in self.params: + restricted = self.params['restrictedmodules'] + for import_name, names in self.find_all_imports().items(): + if import_name in restricted: + if restricted[import_name].get('onlyallow', None) == []: + errors.append("Your program should not import anything from '{}'.".format(import_name)) + else: + for name in names: + if (('onlyallow' in restricted[import_name] and name not in restricted[import_name]['onlyallow']) or + name in restricted[import_name].get('disallow', [])): + errors.append("Your program should not import '{}' from '{}'.".format(name, import_name)) + + return errors + + def find_all_imports(self): + """Returns a dictionary mapping in which the keys are all modules + being imported and the values are a list of what things within + the module are being modules. An empty list indicates the entire + module is imported.""" + found_imports = {} + class ImportFinder(ast.NodeVisitor): + def visit_Import(self, node): + for alias in node.names: + if alias.name not in found_imports: + found_imports[alias.name] = [] + self.generic_visit(node) + def visit_ImportFrom(self, node): + if node.module not in found_imports: + found_imports[node.module] = [] + for alias in node.names: + found_imports[node.module].append(alias.name) + self.generic_visit(node) + + visitor = ImportFinder() + visitor.visit(self.tree) + return found_imports + + def find_all_function_calls(self): + """Return a dictionary mapping in which the keys are all functions + called by the source code and values are a list of + (line_number, nesting_depth) tuples.""" + class FuncFinder(ast.NodeVisitor): + + def __init__(self, *args, **kwargs): + self.depth = 0 + self.found_funcs = defaultdict(list) + super().__init__(*args, **kwargs) + + def visit_FunctionDef(self, node): + """ Every time we enter a function, we get 'deeper' into the code. + We want to note how deep a function is when we find its call.""" + self.depth += 1 + self.generic_visit(node) + self.depth -= 1 + + def visit_Call(self, node): + """A function has been called, so check its name + against the given one.""" + try: + if 'id' in dir(node.func): + name = node.func.id + else: + name = node.func.attr + # Line numbers are 1-indexed, so decrement by 1 + self.found_funcs[name].append((node.lineno - 1, self.depth)) + except AttributeError: + pass # either not calling a function (??) or it's not named. + self.generic_visit(node) + + if self.function_call_map is None: + visitor = FuncFinder() + visitor.visit(self.tree) + self.function_call_map = visitor.found_funcs + return self.function_call_map + + + def find_defined_functions(self): + """Find all the functions defined.""" + defined = set() + class FuncFinder(ast.NodeVisitor): + + def __init__(self): + self.prefix = '' + + def visit_ClassDef(self, node): + old_prefix = self.prefix + self.prefix += node.name + '.' + self.generic_visit(node) + self.prefix = old_prefix + + def visit_FunctionDef(self, node): + defined.add(self.prefix + node.name) + old_prefix = self.prefix + self.prefix += node.name + '.' + self.generic_visit(node) + self.prefix = old_prefix + + def visit_AsyncFunctionDef(self, node): + self.visit_FunctionDef(node) + + visitor = FuncFinder() + visitor.visit(self.tree) + return defined + + + def constructs_used(self): + """Return a set of all constructs encountered in the parse tree""" + constructs_seen = set() + class ConstructFinder(ast.NodeVisitor): + def visit_Assert(self, node): + constructs_seen.add('assert') + self.generic_visit(node) + def visit_Raise(self, node): + constructs_seen.add('raise') + self.generic_visit(node) + def visit_Lambda(self, node): + constructs_seen.add('lambda') + self.generic_visit(node) + def visit_Import(self, node): + constructs_seen.add('import') + self.generic_visit(node) + def visit_ImportFrom(self, node): + constructs_seen.add('import') + self.generic_visit(node) + def visit_For(self, node): + constructs_seen.add('for') + self.generic_visit(node) + def visit_While(self, node): + constructs_seen.add('while') + self.generic_visit(node) + def visit_Comprehension(self, node): + constructs_seen.add('comprehension') + self.generic_visit(node) + def visit_ListComp(self, node): + constructs_seen.add('listcomprehension') + self.generic_visit(node) + def visit_SetComp(self, node): + constructs_seen.add('setcomprehension') + self.generic_visit(node) + def visit_DictComp(self, node): + constructs_seen.add('dictcomprehension') + self.generic_visit(node) + def visit_Slice(self, node): + constructs_seen.add('slice') + def visit_If(self, node): + constructs_seen.add('if') + self.generic_visit(node) + def visit_Break(self, node): + constructs_seen.add('break') + self.generic_visit(node) + def visit_Continue(self, node): + constructs_seen.add('continue') + self.generic_visit(node) + def visit_Try(self, node): + constructs_seen.add('try') + self.generic_visit(node) + def visit_TryExcept(self, node): + constructs_seen.add('try') + constructs_seen.add('except') + self.generic_visit(node) + def visit_TryFinally(self, node): + constructs_seen.add('try') + constructs_seen.add('finally') + self.generic_visit(node) + def visit_ExceptHandler(self, node): + constructs_seen.add('except') + self.generic_visit(node) + def visit_With(self, node): + constructs_seen.add('with') + self.generic_visit(node) + def visit_Yield(self, node): + constructs_seen.add('yield') + self.generic_visit(node) + def visit_YieldFrom(self, node): + constructs_seen.add('yield') + self.generic_visit(node) + def visit_Return(self, node): + constructs_seen.add('return') + self.generic_visit(node) + + visitor = ConstructFinder() + visitor.visit(self.tree) + return constructs_seen + + def check_type_hints(self): + """Return a list of the names of functions that don't have full type hinting.""" + unhinted = [] + class MyVisitor(ast.NodeVisitor): + def visit_FunctionDef(self, node): + if node.returns is None or any([arg.annotation is None for arg in node.args.args]): + unhinted.append(node.name) + + visitor = MyVisitor() + tree = self.tree + visitor.visit(self.tree) + return unhinted + + def find_function_calls(self, name): + """Look for occurances of a specific function call""" + return self.find_all_function_calls().get(name, []) + + + def find_illegal_functions(self): + """Find a set of all the functions that the student uses + that they are not allowed to use. """ + func_calls = self.find_all_function_calls() + return func_calls.keys() & set(self.params['proscribedfunctions']) + + + def find_missing_required_function_calls(self): + """Find a set of the required functions that the student fails to use""" + func_calls = self.find_all_function_calls() + return set(self.params['requiredfunctioncalls']) - func_calls.keys() + + + def find_missing_required_function_definitions(self): + """Find a set of required functions that the student fails to define""" + func_defs = self.find_defined_functions() + return set(self.params['requiredfunctiondefinitions']) - func_defs + + + def find_illegal_constructs(self): + """Find all the constructs that were used but not allowed""" + constructs = self.constructs_used() + return constructs & set(self.params['proscribedconstructs']) + + + def find_missing_required_constructs(self): + """Find which of the required constructs were not used""" + constructs = self.constructs_used() + return set(self.params['requiredconstructs']) - constructs + + + def find_too_long_funcs(self, max_length): + """Return a list of the functions that exceed the given max_length + Each list element is a tuple of the function name and the number of statements + in its body.""" + + bad_funcs = [] + + class MyVisitor(ast.NodeVisitor): + + def visit_FunctionDef(self, node): + + def count_statements(node): + """Number of statements in the given node and its children""" + count = 1 + if isinstance(node, ast.Expr) and isinstance(node.value, ast.Str): + count = 0 + else: + for attr in ['body', 'orelse', 'finalbody']: + if hasattr(node, attr): + children = node.__dict__[attr] + count += sum(count_statements(child) for child in children) + return count + + num_statements = count_statements(node) - 1 # Disregard def itself + if num_statements > max_length: + bad_funcs.append((node.name, num_statements)) + + def visit_AsyncFunctionDef(self, node): + self.visit_FunctionDef(node) + + visitor = MyVisitor() + visitor.visit(self.tree) + return bad_funcs + + + def find_global_code(self): + """Return a list of error messages relating to the existence of + any global assignment, for, while and if nodes. Ignores + global assignment statements with an ALL_CAPS target.""" + + global_errors = [] + class MyVisitor(ast.NodeVisitor): + def visit_Assign(self, node): + if node.col_offset == 0: + if len(node.targets) > 1: + global_errors.append(f"Multiple targets in global assignment statement at line {node.lineno}") + elif not node.targets[0].id.isupper(): + global_errors.append(f"Global assignment statement at line {node.lineno}") + + def visit_For(self, node): + if node.col_offset == 0: + global_errors.append(f"Global for loop at line {node.lineno}") + + def visit_While(self, node): + if node.col_offset == 0: + global_errors.append(f"Global while loop at line {node.lineno}") + + def visit_If(self, node): + if node.col_offset == 0: + global_errors.append(f"Global if statement at line {node.lineno}") + + visitor = MyVisitor() + visitor.visit(self.tree) + return global_errors + + + def find_nested_functions(self): + """Return a list of functions that are declared with non-global scope""" + bad_funcs = [] + + class MyVisitor(ast.NodeVisitor): + is_visiting_func = False + + def visit_FunctionDef(self, node): + if self.is_visiting_func: + bad_funcs.append(node.name) + self.is_visiting_func = True + self.generic_visit(node) # Visit all children recursively + self.is_visiting_func = False + + def visit_AsyncFunctionDef(self, node): + self.visit_FunctionDef(node) + + visitor = MyVisitor() + visitor.visit(self.tree) + return bad_funcs diff --git a/python3_stage1/__pytask.py b/python3_stage1/__pytask.py new file mode 100644 index 0000000..718a965 --- /dev/null +++ b/python3_stage1/__pytask.py @@ -0,0 +1,241 @@ +""" Code for compiling (N/A) and running a Python3 task. +""" +import __languagetask as languagetask +import io +import sys +import traceback +import types +from math import floor +import os +import re +from __watchdog import Watchdog + +SOURCE_FILENAME = 'student_answer.py' +DEFAULT_TIMEOUT = 3 # secs +DEFAULT_MAXOUTPUTBYTES = 1000000 # 1 MB + +class OutOfInput(Exception): + pass + +# (mct) New exception for handling situations where submitted code does something it should not. +class InvalidAction(Exception): + def __init__(self, error_message=''): + Exception.__init__(self, error_message) + +def name_matches_res(name, re_strings): + return bool(re.match(f"^{'$|^'.join(re_strings)}$", name)) + +class CodeTrap(object): + """ A safe little container to hold the student's code and grab + its output, while also reformatting exceptions to be nicermaxoutput + """ + + def __init__(self, student_code, params, seconds_remaining=None): + self.params = params + if 'timeout' not in params: + self.params['timeout'] = DEFAULT_TIMEOUT + if 'maxoutputbytes' not in params: + self.params['maxoutputbytes'] = DEFAULT_MAXOUTPUT + if 'echostandardinput' not in params: + self.params['echostandardinput'] = True + self.run_code = student_code + self.scoped_globals = self._get_globals() + + if seconds_remaining is None: + self.seconds_remaining = self.params['timeout'] + else: + self.seconds_remaining = min(seconds_remaining, self.params['timeout']) + + def _get_globals(self): + """ Here we define any globals that must be available """ + # change the default options for 'open'. + global np # May not actually be defined but we'll check soon + def new_open(file, mode='r', buffering=-1, + encoding='utf-8', errors=None, + newline=None, closefd=True, opener=None): + + # (mct63) Only open allowed files. + if ('restrictedfiles' in self.params + and ('onlyallow' not in self.params['restrictedfiles'] or name_matches_res(file, self.params['restrictedfiles']['onlyallow'])) + and not name_matches_res(file, self.params['restrictedfiles'].get('disallow', []))): + return open(file, mode, buffering, encoding, errors, newline, closefd, opener) + else: + raise InvalidAction(f"You are not allowed to open '{file}'.") + + # (mct63) Function that creates stub invalid function. + def create_invalid_func(name): + def invalid_func(*args, **kwargs): + raise InvalidAction(f"You are not allowed to use '{name}'!") + return invalid_func + + # (mct63) Checks what is being imported and makes sure it is allowed. If it is not, the thing that + # is not allowed is replaced by an 'invalid function'. If it is an attribute then it is + # not included since I could not think of a better thing to do. Could let it raise + # 'AttributeNotFound' exception and then check if this was caused from removing the + # attribute from the module but given how unlikely this is its not worth it at this time. + def new_import(name, *args, **kwargs): + module = __import__(name, *args, **kwargs) + restricted_module = module + if 'restrictedmodules' in self.params and name in self.params['restrictedmodules']: + NewModuleType = type('module', (types.ModuleType,), {}) + restricted_module = NewModuleType(name) + for var in dir(module): + if (('onlyallow' not in self.params['restrictedmodules'][name] or + name_matches_res(var, self.params['restrictedmodules'][name]['onlyallow'])) and + not name_matches_res(var, self.params['restrictedmodules'][name].get('disallow', []))): + setattr(restricted_module, var, getattr(module, var)) + elif callable(getattr(module, var)): + setattr(restricted_module, var, create_invalid_func(f'{name}.{var}')) + else: + try: + setattr(NewModuleType, var, property(create_invalid_func(f'{name}.{var}'))) + except TypeError: + # Some attributes can not be set to a property so we ignore them. + continue + + return restricted_module + + # (mct63) Insure print always prints to the redirected stdout and not actual stdout. + def new_print(*values, sep=' ', end='\n', file=None, flush=False): + return print(*values, sep=sep, end=end, file=sys.stdout) + + # force 'input' to echo to stdin to stdout + if self.params['echostandardinput']: + def new_input(prompt=''): + """ Replace the standard input prompt with a cleverer one. """ + try: + s = input(prompt) + except EOFError: + raise OutOfInput() + print(s) + return s + else: + new_input = input + + # (mct63) Create a new builtins dictionary, redfining any functions that are not allowed. + new_builtins = {key:value for key, value in __builtins__.items()} + new_builtins['open'] = new_open + new_builtins['input'] = new_input + new_builtins['print'] = new_print + new_builtins['__import__'] = new_import + + if 'proscribedbuiltins' in self.params: + for func in self.params['proscribedbuiltins']: + new_builtins[func] = create_invalid_func(func) + + # This would be nice but it can mess with testing code. + # for func in self.params['proscribedfunctions']: + # new_builtins[func] = create_invalid_func(func) + + global_dict = { + '__builtins__': new_builtins, + '__name__': '__main__' + } + if 'usesnumpy' in self.params and self.params['usesnumpy']: + import numpy as np + global_dict['np'] = np + + return global_dict + + def __enter__(self): + if 'MPLCONFIGDIR' not in os.environ or os.environ['MPLCONFIGDIR'].startswith('/home'): + import tempfile + os.environ['MPLCONFIGDIR'] = tempfile.mkdtemp() + self.old_stdout = sys.stdout + self.old_stderr = sys.stderr + self.old_path = os.environ["PATH"] + sys.stdout = io.StringIO() + sys.stderr = io.StringIO() + os.environ["PATH"] = '' # (mct63) Get rid of PATH to make it harder to execute commands. + return self + + def __exit__(self, *args): + sys.stdout = self.old_stdout + sys.stderr = self.old_stderr + os.environ["PATH"] = self.old_path + + def exec(self): + """ Run the code. Output to stdout and stderr is stored and + returned on a call to read + """ + if self.seconds_remaining <= 1: + print("Out of time. Aborted.", file=sys.stderr) + else: + with Watchdog(self.seconds_remaining): + try: + exec(self.run_code, self.scoped_globals) + except OutOfInput: + print("'input' function called when no input data available.", + file=sys.stderr) + except Watchdog: + print("Time limit exceeded", file=sys.stderr) + # (mct63) Catch any invalid actions. + except InvalidAction as e: + print(f"Invalid Action: {e}", file=sys.stderr) + except Exception: + etype, value, tb = sys.exc_info() + tb_tuples = traceback.extract_tb(tb) + new_tb = [] + for filename, linenumber, scope, text in tb_tuples: + if filename == "": + new_tb.append(( + "__source.py", + linenumber, + scope, + self.run_code.splitlines()[linenumber - 1].strip() + )) + print("Traceback (most recent call last):", file=sys.stderr) + print(''.join(traceback.format_list(new_tb)), end='', file=sys.stderr) + print(traceback.format_exception_only(etype, value)[-1], end='', file=sys.stderr) + except SystemExit: + print("Unexpected termination: Please do not call exit() or quit().", + file=sys.stderr) + except KeyboardInterrupt: + print("KeyboardInterrupt", file=sys.stderr) + except GeneratorExit: + print("GeneratorExit", file=sys.stderr) + + # (mct63) Might as well catch the base exception in case something very strange happens. + # For example intentionally raiseing the BaseException to try and skip all of this. + except BaseException: + print("Caught BaseException. You did something very strange to get this message.", + file=sys.stderr) + + + + def read(self): + """ Get the output and error from the exec + """ + if sys.stdout.tell() + sys.stderr.tell() > self.params['maxoutputbytes']: + return ('', "=== Excessive Output ===\n Infinite loop?") + return sys.stdout.getvalue(), sys.stderr.getvalue() + + +class PyTask(languagetask.LanguageTask): + """A PyTask manages compiling (almost a NOP) and executing of a Python3 program. + """ + def __init__(self, params, code=None): + """Initialisation is delegated to the superclass. + """ + super().__init__(params, code) + self.executable_built = False + + def compile(self, make_executable=False): + """A No-op for Python. + """ + pass + + def discard_executable(self): + """A no-op for python""" + pass + + def run_code(self, standard_input=None): + """Run code using Aaron's CodeTrap + """ + sys.stdin = io.StringIO(standard_input) + with CodeTrap(self.code, self.params, floor(self.seconds_remaining())) as runner: + runner.exec() + output, error = runner.read() + self.stdout, self.stderr = output, error + return output, error + diff --git a/python3_stage1/__resulttable.py b/python3_stage1/__resulttable.py new file mode 100644 index 0000000..06232bc --- /dev/null +++ b/python3_stage1/__resulttable.py @@ -0,0 +1,249 @@ +"""Code for building and managing the result table for the tests. + The result table itself (the 'table' field of an object of this class) + is a list of lists of strings. The first row is the header row. + Columns are "Test", "Input" (optional), "Expected", "Got", "iscorrect", "ishidden" +""" +import html +import re +from collections import defaultdict + +MAX_STRING_LENGTH = 4000 # 4k is default maximum string length + + +class ResultTable: + def __init__(self, params): + self.params = params + self.mark = 0 + self.table = None + self.failed_hidden = False + self.aborted = False + self.has_stdins = False + self.has_tests = False + self.hiding = False + self.num_failed_tests = 0 + self.missing_tests = 0 + self.global_error = '' + self.column_formats = None + self.images = defaultdict(list) + default_params = { + 'stdinfromextra': False, + 'strictwhitespace': True, + 'floattolerance': None, + 'ALL_OR_NOTHING': True + } + for param, value in default_params.items(): + if param not in params: + self.params[param] = value + + + def set_header(self, testcases): + """Given the set of testcases, set the header as the first row of the result table + and set flags to indicate presence or absence + of various table columns. + """ + header = ['iscorrect'] + self.column_formats = ['%s'] + if any(test.testcode.strip() != '' for test in testcases): + header.append("Test") + self.has_tests = True + # If the test code should be rendered in html then set that as column format. + if any(getattr(test, 'test_code_html', None) for test in testcases): + self.column_formats.append('%h') + else: + self.column_formats.append('%s') + + stdins = [test.extra if self.params['stdinfromextra'] else test.stdin for test in testcases] + if any(stdin.rstrip() != '' for stdin in stdins): + header.append('Input') + self.column_formats.append('%s') + self.has_stdins = True + header += ['Expected', 'Got', 'iscorrect', 'ishidden'] + self.column_formats += ['%s', '%s', '%s', '%s'] + self.table = [header] + + def image_column_nums(self): + """A list of the numbers of columns containing images""" + return sorted(set([key[0] for key in self.images.keys()])) + + def get_column_formats(self): + """ An ordered list of the column formats. Columns containing images are forced into %h format. + Don't have formats for iscorrect and ishidden columns. + """ + image_columns = self.image_column_nums() + formats = [self.column_formats[i] if i not in image_columns else '%h' for i in range(len(self.column_formats))] + return formats[1:-2] + + def get_table(self): + """Return the current result table, with images added to appropriate cells. + Columns that contain images anywhere are converted to %h format and existing content in that column + is html-escaped, newlines replaced with
and wrapped in a div. + """ + result_table = [row[:] for row in self.table] # Clone the result table + + # Htmlise all columns containing images + for col_num in self.image_column_nums(): + for row_num in range(1, len(result_table)): + result_table[row_num][col_num] = self.htmlise(result_table[row_num][col_num]) + + # Append images + for ((col,row), image_list) in self.images.items(): + for image in image_list: + try: + result_table[row][col] += "
" + image + except IndexError: + pass # Testing must have aborted so discard image + + return result_table + + def reset(self): + if len(self.table) > 1: + del self.table[1:] + self.global_error = '' + self.num_failed_tests = self.mark = 0 + self.failed_hidden = self.hiding = self.aborted = False + + def tests_missed(self, num): + """Record the fact that we're missing some test results (timeout?)""" + self.missing_tests = num + + def record_global_error(self, error_message): + """Record some sort of global failure""" + self.global_error = error_message + + def add_row(self, testcase, result, error=''): + """Add a result row to the table for the given test and result""" + is_correct = self.check_correctness(result + error, testcase.expected) + row = [is_correct] + if self.has_tests: + if getattr(testcase, 'test_code_html', None): + row.append(testcase.test_code_html) + else: + row.append(testcase.testcode) + if self.has_stdins: + row.append(testcase.extra if self.params['stdinfromextra'] else testcase.stdin) + row.append(testcase.expected.rstrip()) + max_len = self.params.get('maxstringlength', MAX_STRING_LENGTH) + result = sanitise(result.strip('\n'), max_len) + + if error: + error_message = '*** RUN TIME ERROR(S) ***\n' + sanitise(error, max_len) + if result: + result = result + '\n' + error_message + else: + result = error_message + row.append(result) + + if is_correct: + self.mark += testcase.mark + else: + self.num_failed_tests += 1 + row.append(is_correct) + display = testcase.display.upper() + is_hidden = ( + self.hiding or + display == 'HIDE' or + (display == 'HIDE_IF_SUCCEED' and is_correct) or + (display == 'HIDE_IF_FAIL' and not is_correct) + ) + row.append(is_hidden) + if not is_correct and is_hidden: + self.failed_hidden = True + if not is_correct and testcase.hiderestiffail: + self.hiding = True + self.table.append(row) + if error: + self.aborted = True + + def get_mark(self): + return self.mark if self.num_failed_tests == 0 or not self.params['ALL_OR_NOTHING'] else 0 + + @staticmethod + def htmlise(s): + """Convert the given string to html by escaping '<' and '>'. + Wrap the whole lot in a div tag so the diff checker processes the whole table cell, + and within that a pre tag for correct laylout. + """ + return '
' + html.escape(s) + '
' + + def add_image(self, image_html, column_name, row_num): + """Store the given html_image for later inclusion in the cell at the given row and given column. + column_name is the name used for the column in the first (header) row. + row_num is the row number (0 origin, not including the header row). + """ + column_num = self.table[0].index(column_name) + self.images[column_num, row_num + 1].append(image_html) + + def equal_strings(self, s1, s2): + """ Compare the two strings s1 and s2 (expected and got respectively) + for equality, with regard to the template parameters + strictwhitespace and floattolerance. + """ + s1 = s1.rstrip() + s2 = s2.rstrip() + if not self.params['strictwhitespace']: + # Collapse white space if strict whitespace is not enforced + s1 = re.sub(r'\s+', ' ', s1) + s2 = re.sub(r'\s+', ' ', s2) + if self.params['floattolerance'] is None: + return s1 == s2 + else: + # Matching with a floating point tolerance. + # Use float pattern from Markus Schmassmann at + # https://stackoverflow.com/questions/12643009/regular-expression-for-floating-point-numbers + tol = float(self.params['floattolerance']) + float_pat = r'([-+]?(?:(?:(?:[0-9]+[.]?[0-9]*|[.][0-9]+)(?:[ed][-+]?[0-9]+)?)|(?:inf)|(?:nan)))' + s1_bits = re.split(float_pat, s1) + s2_bits = re.split(float_pat, s2) + if len(s1_bits) != len(s2_bits): + return False + match = True + for bit1, bit2 in zip(s1_bits, s2_bits): + bit1 = bit1.strip() + bit2 = bit2.strip() + try: + f1 = float(bit1) + f2 = float(bit2) + if not (abs(f1 - f2) <= tol or (f1 != 0.0 and abs((f1 - f2) / f1) <= tol)): + match = False + except ValueError: + if bit1 != bit2: + match = False + return match + + def check_correctness(self, expected, got): + """True iff expected matches got with relaxed white space requirements. + Additionally, if the template parameter floattolerance is set and is + non-zero, the two strings will be split by a floating-point literal + pattern and the floating-point bits will be matched to within the + given absolute tolerance. + """ + expected_lines = expected.strip().splitlines() + got_lines = got.strip().splitlines() + if len(got_lines) != len(expected_lines): + return False + else: + for exp, got in zip(expected_lines, got_lines): + if not self.equal_strings(exp, got): + return False + return True + + +def sanitise(s, max_len=MAX_STRING_LENGTH): + """Replace non-printing chars with escape sequences, right-strip. + Limit s to max_len by snipping out bits in the middle. + """ + result = '' + if len(s) > max_len: + s = s[0: max_len // 2] + "\n*** ***\n" + s[-max_len // 2:] + lines = s.rstrip().splitlines() + for line in lines: + for c in line.rstrip() + '\n': + if c < ' ' and c != '\n': + if c == '\t': + c = r'\t' + elif c == '\r': + c = r'\r' + else: + c = r'\{:03o}'.format(ord(c)) + result += c + return result.rstrip() diff --git a/python3_stage1/__tester.py b/python3_stage1/__tester.py new file mode 100644 index 0000000..82e98f1 --- /dev/null +++ b/python3_stage1/__tester.py @@ -0,0 +1,347 @@ +"""The generic (multi-language) main testing class that does all the work - trial compile, style checks, + run and grade. +""" +from __resulttable import ResultTable +import html +import os +import re +import __languagetask as languagetask +import base64 + + +# Values of QUESTION.precheck field +PRECHECK_DISABLED = 0 +PRECHECK_EMPTY = 1 +PRECHECK_EXAMPLES = 2 +PRECHECK_SELECTED = 3 +PRECHECK_ALL = 4 + +# Values of testtype +TYPE_NORMAL = 0 +TYPE_PRECHECKONLY = 1 +TYPE_BOTH = 2 + +# Global message for when a test-suite timeout occurs +TIMEOUT_MESSAGE = """A timeout occurred when running the whole test suite as a single program. +This is usually due to an endless loop in your code but can also arise if your code is very inefficient +and the accumulated time over all tests is excessive. Please ask a tutor or your lecturer if you need help +with making your program more efficient.""" + + +def get_jpeg_b64(filename): + """Return the contents of the given file (assumed to be jpeg) as a base64 + encoded string in utf-8. + """ + with open(filename, 'br') as fin: + contents = fin.read() + + return base64.b64encode(contents).decode('utf8') + + +class Tester: + def __init__(self, params, testcases): + """Initialise the instance, given the test of template and global parameters plus + all the testcases. Parameters required by this base class and all subclasses are: + 'STUDENT_ANSWER': code submitted by the student + 'SEPARATOR': the string to be used to separate tests in the output + 'ALL_OR_NOTHING: true if grading is all-or-nothing + 'stdinfromextra': true if the test-case 'extra' field is to be used for + standard input rather than the usual stdin field + 'runtestssingly': true to force a separate run for each test case + 'stdinfromextra': true if the extra field is used for standard input (legacy use only) + 'testisbash': true if tests are bash command line(s) rather than the default direct execution + of the compiled program. This can be used to supply command line arguments. + + """ + self.student_answer = self.clean(params['STUDENT_ANSWER']) + self.separator = params['SEPARATOR'] + self.all_or_nothing = params['ALL_OR_NOTHING'] + self.params = params + self.testcases = self.filter_tests(testcases) + self.result_table = ResultTable(params) + self.result_table.set_header(self.testcases) + + # It is assumed that in general subclasses will prefix student code by a prelude and + # postfix it by a postlude. + self.prelude = '' + self.prelude_length = 0 + self.postlude = '' + + self.task = None # SUBCLASS MUST DEFINE THIS + + def filter_tests(self, testcases): + """Return the relevant subset of the question's testcases. + This will be all testcases not marked precheck-only if it's not a precheck or all testcases if it is a + precheck and the question precheck is set to "All", or the appropriate subset in all other cases. + """ + if not self.params['IS_PRECHECK']: + return [test for test in testcases if test.testtype != TYPE_PRECHECKONLY] + elif self.params['QUESTION_PRECHECK'] == PRECHECK_ALL: + return testcases + elif self.params['QUESTION_PRECHECK'] == PRECHECK_EMPTY: + return [] + elif self.params['QUESTION_PRECHECK'] == PRECHECK_EXAMPLES: + return [test for test in testcases if test.useasexample] + elif self.params['QUESTION_PRECHECK'] == PRECHECK_SELECTED: + return [test for test in testcases if test.testtype in [TYPE_PRECHECKONLY, TYPE_BOTH]] + + def style_errors(self): + """Return a list of all the style errors. Implementation is language dependent. + Default is no style checking. + """ + return [] + + def single_program_build_possible(self): + """Return true if and only if the current configuration permits a single program to be + built and tried containing all tests. It should be true for write-a-program questions and + conditionally true for other types of questions that allow a "combinator" approach, + dependent on the presence of stdins in tests and other such conditions. + """ + raise NotImplementedError("Tester must have a single_program_build_possible method") + + def adjust_error_line_nums(self, error): + """Given a runtime error message, adjust it as may be required by the + language, e.g. adjusting line numbers + """ + raise NotImplementedError("Tester must have an adjust_error_line_nums method") + + def single_run_possible(self): + """Return true if a single program has been built and it is possible to use that in a single run + with all tests. + """ + return (self.task.executable_built + and not self.params['runtestssingly'] + and not self.result_table.has_stdins + and not self.params['testisbash']) + + def make_test_postlude(self, testcases): + """Return the postlude testing code containing all the testcode from + the given list of testcases (which may be the full set or a singleton list). + A separator must be printed between testcase outputs.""" + raise NotImplementedError("Tester must have a make_test_postlude method") + + def trial_compile(self): + """This function is the first check on the syntactic correctness of the submitted code. + It is called before any style checks are done. For compiled languages it should generally + call the standard language compiler on the student submitted code with any required prelude + added and, if possible, all tests included. CompileError should be raised if the compile fails, + which will abort all further testing. + If possible a complete ready-to-run executable should be built as well; if this succeeds, the + LanguageTasks 'executable_built' attribute should be set. This should be possible for write-a-program + questions or for write-a-function questions when there is no stdin data in any of the tests. + + Interpreted languages should perform what syntax checks are possible using the standard language tools. + If those checks succeeded, they should also attempt to construct a source program that incorporates all + the different tests (the old "combinator" approach) and ensure the task's 'executable_built' attribute + is True. + + The following implementation is sufficient for standard compiled languages like C, C++, Java. It + may need overriding for other languages. + """ + if self.single_program_build_possible(): + self.setup_for_test_runs(self.testcases) + make_executable = True + else: + self.postlude = '' + self.task.set_code(self.prelude + self.student_answer, self.prelude_length) + make_executable = False + + self.task.compile(make_executable) # Could raise CompileError + + def setup_for_test_runs(self, tests): + """Set the code and prelude length as appropriate for a run with all the given tests. May be called with + just a singleton list for tests if single_program_build_possible has returned false or if testing with + multiple tests has given exceptions. + This implementation may need to be overridden, e.g. if the student code should follow the test code, as + say in Matlab scripts. + """ + self.postlude = self.make_test_postlude(tests) + self.task.set_code(self.prelude + self.student_answer + self.postlude, self.prelude_length) + + def run_all_tests(self): + """Run all the tests, leaving self.ResultTable object containing all test results. + Can raise CompileError or RunError if things break. + If any runtime errors occur on the full test, drop back to running tests singly. + """ + done = False + if self.single_run_possible(): + # We have an executable ready to go, with no stdins or other show stoppers + output, error = self.task.run_code() + output = output.rstrip() + '\n' + error = error.strip() + '\n' + + # Generate a result table using all available test data. + results = output.split(self.separator + '\n') + errors = error.split(self.separator + '\n') + if len(results) == len(errors): + merged_results = [] + for result, error in zip(results, errors): + result = result.rstrip() + '\n' + if error.strip(): + adjusted_error = self.adjust_error_line_nums(error.rstrip()) + result += '\n*** RUN ERROR ***\n' + adjusted_error + merged_results.append(result) + + missed_tests = len(self.testcases) - len(merged_results) + + for test, output in zip(self.testcases, merged_results): + self.result_table.add_row(test, output) + + self.result_table.tests_missed(missed_tests) + if self.task.timed_out: + self.result_table.record_global_error(TIMEOUT_MESSAGE) + done = True + + if not done: + # Something broke. We will need to run each test case separately + self.task.executable_built = False + self.result_table.reset() + + if not done: + # If a single run isn't appropriate, do a separate run for each test case. + build_each_test = not self.task.executable_built + for i_test, test in enumerate(self.testcases): + if build_each_test: + self.setup_for_test_runs([test]) + self.task.compile(True) + standard_input = test.extra if self.params['stdinfromextra'] else test.stdin + if self.params['testisbash']: + output, error = self.task.run_code(standard_input, test.testcode) + else: + output, error = self.task.run_code(standard_input) + adjusted_error = self.adjust_error_line_nums(error.rstrip()) + self.result_table.add_row(test, output, adjusted_error) + if error and self.params['abortonerror']: + self.result_table.tests_missed(len(self.testcases) - i_test - 1) + break + + def compile_and_run(self): + """Phase one of the test operation: do a trial compile and then, if all is well and it's not a precheck, + continue on to run all tests. + Return a tuple mark, errors where mark is a fraction in 0 - 1 and errors is a list of all the errors. + self.test_results contains all the test details. + """ + mark = 0 + errors = [] + + # Do a trial compile, then a style check. If all is well, run the code + try: + self.trial_compile() + + if not self.params['nostylechecks']: + errors = self.style_errors() + if not errors: + if self.params['IS_PRECHECK'] and self.params['QUESTION_PRECHECK'] <= 1: + mark = 1 + else: + self.run_all_tests() + max_mark = sum(test.mark for test in self.testcases) + mark = self.result_table.get_mark() / max_mark # Fractional mark 0 - 1 + except languagetask.CompileError as err: + adjusted_error = self.adjust_error_line_nums(str(err).rstrip()) + errors.append("COMPILE ERROR\n" + adjusted_error) + except languagetask.RunError as err: + adjusted_error = self.adjust_error_line_nums(str(err).rstrip()) + errors.append('RUN ERROR\n' + adjusted_error) + return mark, errors + + def prerun_hook(self): + """A hook for subclasses to do initial setup or code hacks etc + Returns a list of errors, to which other errors are appended + """ + return [] + + def get_all_images_html(self): + """Search the current directory for images named _image.*(Expected|Got)(\d+).png. + For each such file construct an html img element with the data encoded + in a dataurl. + If we're running the sample answer, always return [] - images will be + picked up when we run the actual answer. + Returns a list of tuples (img_elements, column_name, row_number) where + column_name is either 'Expected' or 'Got', defining in which result table + column the image belongs and row number is the row (0-origin, excluding + the header row). + """ + images = [] + if self.params.get('running_sample_answer', False): + return [] + if self.params['imagewidth'] is not None: + width_spec = " width={}".format(self.params['imagewidth']) + else: + width_spec = "" + files = sorted(os.listdir('.')) + for filename in files: + match = re.match(r'_image[^.]*\.(Expected|Got)\.(\d+).png', filename) + if match: + image_data = get_jpeg_b64(filename) + img_template = '' + img_html = img_template.format(width_spec, image_data) + column = match.group(1) # Name of column + row = int(match.group(2)) # 0-origin row number + images.append((img_html, column, row)) + return images + + def test_code(self): + """The "main program" for testing. Returns the test outcome, ready to be printed by json.dumps""" + errors = self.prerun_hook() + if errors: + mark = 0 + else: + mark, errors = self.compile_and_run() + + outcome = {"fraction": mark} + + error_text = '\n'.join(errors) + # TODO - check if error line numbers are still being corrected in C and matlab + if self.params['IS_PRECHECK']: + if mark == 1: + prologue = "

Passed 🙂

" + else: + prologue = "

Failed, as follows.

" + elif errors: + prologue = "

Pre-run checks failed

\n" + else: + prologue = "" + + if prologue: + outcome['prologuehtml'] = prologue + self.htmlize(error_text) + + epilogue = '' + images = self.get_all_images_html() + if images: + for (image, column, row) in images: + self.result_table.add_image(image, column, row) + outcome['columnformats'] = self.result_table.get_column_formats() + + if len(self.result_table.table) > 1: + outcome['testresults'] = self.result_table.get_table() + outcome['showdifferences'] = True + + if self.result_table.global_error: + epilogue += "

Run Error

{}
".format( + self.htmlize(self.result_table.global_error)) + + if self.result_table.aborted: + epilogue = outcome.get('epiloguehtml', '') + ( + "
Testing was aborted due to runtime errors.
") + + if self.result_table.missing_tests != 0: + template = "
{} tests not run due to previous errors.
" + epilogue += template.format(self.result_table.missing_tests) + + if self.result_table.failed_hidden: + epilogue += "
One or more hidden tests failed.
" + + if epilogue: + outcome['epiloguehtml'] = epilogue + return outcome + + @staticmethod + def clean(code): + """Return the given code with trailing white space stripped from each line""" + return '\n'.join([line.rstrip() for line in code.split('\n')]) + '\n' + + @staticmethod + def htmlize(message): + """An html version of the given error message""" + return '
' + html.escape(message) + '
' if message else '' diff --git a/python3_stage1/__watchdog.py b/python3_stage1/__watchdog.py new file mode 100644 index 0000000..b40ae7a --- /dev/null +++ b/python3_stage1/__watchdog.py @@ -0,0 +1,27 @@ +#!/usr/bin/python +# file: watchdog.py +# license: MIT License +# From https://dzone.com/articles/simple-python-watchdog-timer + +import signal + +class Watchdog(Exception): + def __init__(self, time): + """Set up a timer alarm to go off in 'time' secs.""" + self.time = time + + def __enter__(self): + """Called on entering a 'with' block""" + signal.signal(signal.SIGALRM, self.handler) + signal.alarm(self.time) + + def __exit__(self, type, value, traceback): + """Exiting the with block. Cancel the watchdog""" + signal.alarm(0) + + def handler(self, signum, frame): + """Alarm went off. Raise Watchdog exception""" + raise self + + def __str__(self): + return "Watchdog timer expired after {} secs".format(self.time) diff --git a/python3_stage1/pytester.py b/python3_stage1/pytester.py new file mode 100644 index 0000000..7b169d6 --- /dev/null +++ b/python3_stage1/pytester.py @@ -0,0 +1,232 @@ +"""The main python-program testing class that does all the work - style checks, + run and grade. A subclass of the generic tester. + Since each test can by run within the current instance of Python using + an exec, we avoid the usual complication of combinators by running + each test separately regardless of presence of stdin, testcode, etc. +""" +import __pytask as pytask +import re +from __tester import Tester +from __pystylechecker import StyleChecker + + +class PyTester(Tester): + def __init__(self, params, testcases): + """Initialise the instance, given the test of template and global parameters plus + all the testcases. Parameters relevant to this class are all those listed for the Tester class plus + 'extra' which takes the values 'pretest' or 'posttest' (the other possible value, 'stdin', has been + handled by the main template). + Additionally the support classes like stylechecker and pyparser need their + own params - q.v. + """ + super().__init__(params, testcases) # Most of the task is handed by the generic tester + + # Py-dependent attributes + self.task = pytask.PyTask(params) + self.prelude = '' + + if params['isfunction']: + if not self.has_docstring(): + self.prelude = '"""Dummy docstring for a function"""\n' + + if params['usesmatplotlib']: + self.prelude += '\n'.join([ + 'import os', + 'import matplotlib as _mpl', + '_mpl.use("Agg")', + 'from __plottools import print_plot_info', + ]) + '\n' + self.params['pylintoptions'].append("--disable=ungrouped-imports") + + if params['usesnumpy']: + self.prelude += 'import numpy as np\n' + self.params['pylintoptions'].append("--disable=unused-import,ungrouped-imports") + self.params['pylintoptions'].append("--extension-pkg-whitelist=numpy") + + for import_string in params['imports']: + if ' ' not in import_string: + self.prelude += 'import ' + import_string + '\n' + else: + self.prelude += import_string + '\n' + + if params['prelude'] != '': + self.prelude += '\n' + params['prelude'].rstrip() + '\n' + + try: + with open('_prefix.py') as prefix: + prefix_code = prefix.read() + self.prelude += prefix_code.rstrip() + '\n' + + except FileNotFoundError: + pass + + self.prelude_length = len(self.prelude.splitlines()) + if self.has_docstring() and self.prelude_length > 0: + # If we insert prelude in front of the docstring, pylint will + # give a missing docstring error. Our horrible hack solution is + # to insert an extra docstring at the start and turn off the + # resulting 'string statement has no effect' error. + self.prelude = '"""Dummy docstring for a function"""\n' + self.prelude + self.prelude_length += 1 + self.params['pylintoptions'].append("--disable=W0105") + self.style_checker = StyleChecker(self.prelude, self.params['STUDENT_ANSWER'], self.params) + + def has_docstring(self): + """True if the student answer has a docstring, which means that, + when stripped, it starts with a string literal. + """ + prog = self.params['STUDENT_ANSWER'].lstrip() + return prog.startswith('"') or prog.startswith("'") + + def style_errors(self): + """Return a list of all the style errors.""" + try: + # Style-check the program without any test cases or other postlude added + errors = self.style_checker.style_errors() + except Exception as e: + error_text = '*** Unexpected error while runner precheckers. Please report ***\n' + str(e) + errors = [error_text] + errors = [self.adjust_error_line_nums(error) for error in errors] + + if len(errors) == 0: + try: + errors = self.style_checker.local_errors() # Note: prelude not included so don't adjust line nums + except Exception as e: + error_text = '*** Unexpected error while doing local style checks. Please report ***\n' + str(e) + errors = [error_text] + + check_for_passive = (self.params['warnifpassiveoutput'] and self.params['isfunction']) + if len(errors) == 0 and check_for_passive and self.passive_output(): + errors.append("Your code was not expected to generate any output " + + "when executed stand-alone.\nDid you accidentally include " + + "your test code?") + + return errors + + def prerun_hook(self): + """A hook for subclasses to do initial setup or code hacks etc + Returns a list of errors, to which other errors are appended. + In this class we use it to perform required hacks to disable + calls to main. If the call to main_hacks fails, assume the code + is bad and will get flagged by pylint in due course. + """ + try: + return self.main_hacks() + except: + return [] + + def passive_output(self): + """ Return the passive output from the student answer code + This is essentially a "dry run" of the code. + """ + code = self.prelude + self.params['STUDENT_ANSWER'] + if self.params['usesmatplotlib']: + code += '\n'.join([ + 'figs = _mpl.pyplot.get_fignums()', + 'if figs:', + ' print(f"{len(figs)} figures found")' + ]) + '\n' + task = pytask.PyTask(self.params, code) + task.compile() + captured_output, captured_error = task.run_code() + return (captured_output + '\n' + captured_error).strip() + + def make_test_postlude(self, testcases): + """Return the code that follows the student answer containing all the testcode + from the given list of testcases, which should always be of length 1 + (because we don't bother trying to combine all the tests into a + single run in Python) + """ + assert len(testcases) == 1 + if self.params['notest']: + return '' + test = testcases[0] + tester = '' + if self.params['globalextra'] and self.params['globalextra'] == 'pretest': + tester += self.params['GLOBAL_EXTRA'] + '\n' + if test.extra and self.params['extra'] == 'pretest': + tester += test.extra + '\n' + if test.testcode: + tester += test.testcode.rstrip() + '\n' + if self.params['globalextra'] and self.params['globalextra'] == 'posttest': + tester += self.params['GLOBAL_EXTRA'] + '\n' + if test.extra and self.params['extra'] == 'posttest': + tester += test.extra + '\n' + + if self.params['usesmatplotlib']: + if self.params.get('running_sample_answer', False): + column = 'Expected' + else: + column = 'Got' + test_num = len(self.result_table.table) - 1 # 0-origin test number from result table + tester += '\n'.join([ + 'figs = _mpl.pyplot.get_fignums()', + 'for fig in figs:', + ' _mpl.pyplot.figure(fig)', + ' row = {}'.format(test_num), + ' column = "{}"'.format(column), + ' _mpl.pyplot.savefig("_image{}.{}.{}.png".format(fig, column, row), bbox_inches="tight")', + ' _mpl.pyplot.close(fig)' + ]) + '\n' + return tester + + def single_program_build_possible(self): + """We avoid all the complication of trying to run all tests in + a single subprocess run by using exec to run each test singly. + """ + return False + + def adjust_error_line_nums(self, error): + """Subtract the prelude length of all line numbers in the given error message + """ + error_patterns = [ + (r'(.*.* \(syntax-error\).*)', []), + (r'(.*File ".*", line +)(\d+)(, in .*)', [2]), + (r'(.*: *)(\d+)(, *\d+:.*\(.*line +)(\d+)(\).*)', [2, 4]), + (r'(.*: *)(\d+)(, *\d+:.*\(.*\).*)', [2]), + (r'(.*:)(\d+)(:\d+: [A-Z]\d+: .*line )(\d+)(.*)', [2, 4]), + (r'(.*:)(\d+)(:\d+: [A-Z]\d+: .*)', [2]), + ] + output_lines = [] + for line in error.splitlines(): + for pattern, line_group_nums in error_patterns: + match = re.match(pattern, line) + if match: + line = '' + for i, group in enumerate(match.groups(), 1): + if i in line_group_nums: + linenum = int(match.group(i)) + adjusted = linenum - self.prelude_length + line += str(adjusted) + else: + line += group + break + + output_lines.append(line) + return '\n'.join(output_lines) + + def main_hacks(self): + """Modify the code to be tested if params stripmain or stripmainifpresent' + are specified. Returns a list of errors encountered while so doing. + """ + errors = [] + if self.params['stripmain'] or self.params['stripmainifpresent']: + main_calls = self.style_checker.find_function_calls('main') + if self.params['stripmain'] and main_calls == []: + errors.append("No call to main() found") + else: + student_lines = self.student_answer.split('\n') + for (line, depth) in main_calls: + if depth == 0: + main_call = student_lines[line] + if not re.match(' *main\(\)', main_call): + errors.append(f"Illegal call to main().\n" + + "main should not take any parameters and should not return anything.") + else: + student_lines[line] = main_call.replace( + "main", "pass # Disabled call to main") + else: + student_lines[line] += " # We've let you call main here." + self.params['STUDENT_ANSWER'] = self.student_answer = '\n'.join(student_lines) + '\n' + + return errors diff --git a/python3_stage1/questions-Quiz2021-UOC_PROTOTYPE_python3_stage1-20210802-1644.xml b/python3_stage1/questions-Quiz2021-UOC_PROTOTYPE_python3_stage1-20210802-1644.xml new file mode 100644 index 0000000..80cd1c8 --- /dev/null +++ b/python3_stage1/questions-Quiz2021-UOC_PROTOTYPE_python3_stage1-20210802-1644.xml @@ -0,0 +1,532 @@ + + + + + + UOC_PROTOTYPE_python3_stage1 + + + Prototype for a COSC121 Python3 question that is checked by pylint before being executed. Other style checks are also implemented.

+

It can take the following template parameters.

+
    +
  • +

    abortonerror: true to abort testing when a runtime error occurs. Default: true

    +
    • +
  • +

    allowglobals: set this to true to allow global variables (i.e. to allow lowercase globals, not just "constants"). Default: false.

    +
    • +
  • +

    allownestedfunctions: set this to true to allow functions to be declared with a non-global scope. Default: false.

    +
    • +
  • +

    +
    +
    banglobalcode: If true, no global assignment (except global constants), for, while and if constructs are allowed. Default: true
    +
    +

    +
    • +
  • +

    checktemplateparams: set this false to bypass the usual check for validity of template params (e.g. when doing randomisation, although prefixing the extra template params with '_' is preferred).

    +
    • +
  • +

    echostandardinput. If false, the standard builtin Python input function will be used. Otherwise, it will be replaced with a version that echoes the prompt to standard output to mimic the behaviour observed when + standard input comes from the keyboard. Default: True

    +
    • +
  • +

    extra: should be a string, one of "", "pretest" or "posttest". If set and not empty, the TEST.extra field is inserted into the program before or after TEST.testcode for the values "pretest" and "posttest" respectively. Default: + ""

    +
    • +
  • +

    floattolerance: a floating point number which, if defined and non-None, changes the test for correct output as follows. The expected and got outputs are both right-stripped then broken into + lines. If the number of lines don't match, the answer is deemed wrong. Then (after compressing white space to a single character if strictwhitespace is false) the got and expected outputs + are compared line for line. Each line is split by a regular expression pattern that matches any floating point number or integer and the two lines are compared token by token. If both tokens are numbers they must be equal to within a given + absolute or relative error of floattolerance. Otherwise they must match exactly. The absolute error is the absolute difference between the two numbers, the relative error is the ratio of the absolute difference + to the expected. If floattolerance is 0.0 the effect is to treat ints as floats, e.g.  1 and 1.0 will be deemed equal. Default: None +

    +
    • +
  • +

    globalextra: should be a string, one of "", "pretest" or "posttest". If set and not empty, the QUESTION.globalextra field is inserted into the program before or after TEST.testcode for the values "pretest" and "posttest" respectively. + If TEST.extra and QUESTION.globalextra are both being inserted before the test or both are being inserted after the test, the globalextra precedes the TEST.extra. Default: ""

    +
    • +
+
    +
  • +

    imagewidth: if this is given it sets the width in pixels of any matplotlib images inserted into the result table. Height is automatically scaled to match. Otherwise the image is inserted unscaled. Ignored unless usesmatplotlib is + true. Default: None.

    +
    • +
  • +

    imports: this is a list of python import strings. Each string is either just a python module name or a full python import string. If just name is given, the import statement is simply "import name", otherwise + the import string is used as given. For example:

    + 
    { "imports": ["math", "from blah import thing as twaddle"] }
    +

    Imports go at the very start of the generated program. This mechanism can be used to import test support functions, too, and is preferred over the use of a _prefix.py file.

    +
    • +
  • +

    isfunction: unless this is explicitly set to false, or the student's code already begins with a docstring, a dummy module docstring will be inserted at the start of the program.  Also, if isfunction is + true, the supplied code will be run stand-alone to check if it generates any output and an error message will be generated if it does. Thus, if your question is of the "write a program" variety, you should set this to false. Otherwise + omit it. Default: true.

    +
    • +
  • +

    maxfunctionlength: this is the maximum number of statements that a function body can contain. Statements within statements are counted. Blank lines and comments aren't statements.  This is a more-reliable alternative + to the pylint max-statements parameter, which behaves strangely at times. 

    +
    • +
  • +

    maxnumconstants: the maximum number of constants (i.e. uppercase globals) allowed. An integer, defaulting to 4.

    +
    • +
  • +

    maxoutputbytes: the maximum allowed number of output bytes. Default 10000.

    +
    • +
  • +

    maxstringlength: the maximum allowed length of the output string or error string in the result table. Strings longer than this have their inner content snipped out. An integer defaulting to 2000.

    +
    • +
  • +

    norun: if set to true, the normal execution of the student's code will not take place. Any test code provided will however still be run.

    +
    • +
  • +

    nostylechecks: true to suppress all normal style checking, including the checkers listed in "precheckers". Default: false

    +
    • +
  • +

    notest: if present and set to true, the test code will not be inserted into the code to be executed. Its role is then just as documentation for the student (as it still appears in the result table).

    +
    • +

  • parsonsproblemthreshold: if a wrong answer is submitted and the number of submissions (Checks) is greater than or equal to this value (parsonsproblemthreshold) the student is presented with a link that, if clicked, will expose the author's answer with all indentation removed and the order scrambled.

    • +
  • +

    precheckers: a list of the names of programs to be run when prechecking the correctness of the code. Currently only "pylint" and "mypy" are supported. Default: ["pylint"].

    +
    • +
  • +

    prelude: a possibly multi-line string that is inserted into the file after any imports and other template-generated code but before the student answer (and before the _prefix.py file, if supplied).

    +
    • +
  • +

    proscribedbuiltins: this is a list of the Python built-in functions that cannot be used. Default: ["exec", "eval"].

    +
    • +
  • +

    proscribedconstructs: this is a list of Python constructs (if, while, def, slice, listcomprehension, etc) that must not appear in the student's program.

    +
    • +
  • +

    proscribedfunctions: this is a list of functions (sum, product, etc) that must not appear in the student's program. Default: []

    +
    • +
  • +

    proscribedsubstrings: this is a list of strings that must not appear anywhere in the student's program (even in comments). Default: []

    +
    • +
  • pylintoptions. A list of strings to be added to the default list of options to pylint (relevant only if "pylint" is specified as one of the precheckers). For example, the Template parameters string in the question authoring form + might be set to + 
    {"isfunction": false, "pylintoptions":["--max-statements=20","--max-args=3"]}
    to suppress the insertion of a dummy module docstring at the start and to set the maximum number of statements and arguments for each function to 20 and 3 respectively. Default options: +

    +
      +
    • "--disable=C0303,C0325,C0330,R0903,R0915,star-args,unbalanced-tuple-unpacking,consider-using-enumerate,simplifiable-if-statement,consider-iterating-dictionary,trailing-newlines"
      • +
    • "--enable=C0326"
      • +
    • "--good-names=i,j,k,n,s,c,_"
      • +
    +
    • +
  • +

    requiredconstructs: this is a list of Python constructs (if, while, def, etc) that must appear in the student's program. Default: []

    +
    • +
  • +

    requiredfunctiondefinitions: this is a list of the names of the functions that must be defined within the student's program. Default: []

    +
    • +
  • +

    requiredfunctioncalls: this is a list of the names of functions that must be explicitly called within the student's code

    +
    • +
  • +

    requiredsubstrings: this is either a list of strings that must appear somewhere in the students code. Or a list of json objects with the keys "string", "pattern" and "errormessage". Only one of "string" or "pattern" + should be supplies. "String" corresponds to a string that must appear in the students code and "pattern" corresponds to a python regular expression that must match somewhere in the students code. "errormessage" is the feedback that will be + given to students when they fail this on precheck.

    +
    • +
  • +

    requiretypehints: if True all functions must have type hints for all parameters and the return type. Default: False

    +
    • +
  • +

    restrictedfiles: this specifies which files the students program is allowed to open. It is dictionary with two optional keys 'onlyallow' and 'disallow'. Each of these should map to a list of files that are allowed to be opened + and filenames that are not allowed to be opened. The filenames in the lists can be a regex.
    Default: +

    + 
    {"disallow": ["__.*", "prog.*", "pytester.py"]
    +

    +
    • +
  • +

    restrictedmodules: A dictionary that specifies what modules are to be restricted. Keys are the names of modules and the values are a dictionary with two keys 'onlyallow' and 'disallow'. Each of these is a list of the names of + objects within the module which are allowed or disallowed. The names of objects in these lists can be a regex.  This is a runtime check only, not part of style checker.
    Default:

    + 
     "restrictedmodules": {
+    "builtins": {"onlyallow": []},
+    "imp": {"onlyallow": []},
+    "importlib": {"onlyallow": []},
+    "os": {"disallow": ["system", "_exit", "_.*"]},
+    "subprocess": {"onlyallow": []},
+    "sys": {"onlyallow": []},
+}
    +

    +
    • +
  • +

    runextra: if set (to any value) the Extra Template Data is added to the program as test code before the usual testcode. [Deprecated: use the extra parameter instead.]

    +
    • +
  • showfeedbackwhenright: If true then if a student provides a valid solution then the student is presented with an option to see the question authors solution.
    Default: false
    • +
  • +

    strictwhitespace: by default when checking correctness trailing blank lines and trailing white space on each line are ignored but otherwise white space must match exactly. If this parameter is set to false, white space within + a line may vary, i.e., multiple spaces are treated as 1 space. Default: true

    +
    • +
  • +

    stripmain: if set to true, the program is expected to contain a global invocation of the main function, which is a line starting "main()". That line is deleted from the program. If the line is not present a "Missing call to main" + exception is raised.

    +
    • +
  • +

    stripmainifpresent: if set to true and the program contains a global invocation of a main function, which is a line starting "main()", that line is deleted from the program. Otherwise nothing happens (cf stripmain).

    +
    • +
  • +

    suppresspassiveoutput: if set to true, any output generated by the student code even without any CodeRunner tests being run is ignored. This can be used, for example, to ignore output from any test code the student has included and/or to + ignore the main output from a "write a program question". Only the output generated by CodeRunner tests will be displayed and marked. Default: false.

    +
    • +
  • +

    timeout: number of seconds allowed for each test case. Default: 5 secs. Be careful to ensure that the total time for all test cases can not exceed totaltimeout, particularly if abortonerror is + false.

    +
    • +
  • +

    totaltimeout: total number of seconds allowed for the whole run. Cannot exceed the maximum allowed by Jobe, which is 50 seconds (and which is the default value for this parameter).

    +
    • +
  • +

    useanswerfortests: if true, a run with the sample answer precedes the run with the student answer and the results from the sample answer are used for correctness testing but only if no expected output is supplied. + However, because this takes place at runtime, this doesn't work for "Use as example" tests, for which the expected output must be supplied by the question author.

    +
    • +
  • +

    usesmatplotlib: if true, header text is inserted at the start of the program to switch matlab graph output to use the non-interactive 'Agg' backend, which writes images to disk an .PNGs. After each test, the current state + of the pyplot figure is saved to a new file. When all tests have been run and graded, the set of image files is inserted row-by-row into the result table with each figure below any text in the cell. For this to work correctly at least the + first test must create a figure. The image is not graded - it is provided only for reference, so usually the test code will need to extract and display attributes of the current figure independently. See also the template parameters useanswerfortests, + which results in the expected images being inserted into the table too and imagewidth which sets the width (and hence height by uniform scaling) to a desired number of pixels. Note that if usesmatplotlib is + selected, most of the pylint options relating to imports (ordering, reimporting, positioning etc) are disabled. Also, you may need to increase the timeout value for the question.

    Also, if usesmatplotlib is true, a + function  + print_plot_info(data_type, x_samples=None, show_xlims=False, show_ylims=False, show_colour=False, show_xticklabels=None, show_yticklabels=False) is made available for use in the test code or post-test extra. This prints various + properties of the current plot for grading purposes. data_type should be one of 'points', 'lines' or 'bars'. In the case of 'lines', the 'x_samples' can also be supplied, as a set of abscissae at which the plotted line should be read out. The y values are read out using a second-order interpolation, and are printed to 2 decimal digits of accuracy. If x_samples is not supplied, the first 5 and last 5 points only are displayed. The show_[x,y]lims parameters control whether or not the x and y axis limits, respectively, should be printed. If show_xticklabels is None, the x-axis labels are displayed for bar charts not for lines. Setting it True or False forces display on or off. Similarly for show_yticklabels except that the default is False and None is not defined.

    Default + (for usesmatplotlib): false.  +

    +
    • +
  • +

    usesnumpy: if true, the line import numpy as np is inserted at the start of the program, and the usual check for unused imports is turned off. Additionally, since numpy is used in a mathematical + context where it is hard to define what variables name might be legitimate, the checking for valid names by pylint is disabled.

    +
    • +
  • +

    warnifpassiveoutput: if set to true and isfunction is also true, generate a style error if the student's code seems to produce output even without any CodeRunner tests being executed. This is probably the + result of the student pasting test code as well as requested function(s) into their answer. Default: true

    +
    • +
+

Also, if a file named '_prefix.py' appears in the working directory (i.e. has been attached to the question), the code in that file is inserted into the executable program after any imports and other template-generated code but before the student answer. + However, the use of an explicit import statement is preferred.

]]> + + + + + 1 + 0 + 0 + + python3_stage1 + 2 + 1 + 0, 10, 20, ... + 1 + 0 + 0 + 60 + 100 + + + 1 + + + 1 + 1 + + 1 + #\n|ms]]> + python3 + + jobesandbox + TemplateGrader + 50 + 1500 + + + 0 + twig + 0 + {} + 0 + ace + + 0 + 0 + 10240 + + + 1 + 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+ + + + \ No newline at end of file diff --git a/python3_stage1/template.py b/python3_stage1/template.py new file mode 100644 index 0000000..e69de29 diff --git a/python3_stage1_gapfiller/questions-Quiz2021-UOC_PROTOTYPE_python3_stage1_gapfiller-20210802-1643.xml b/python3_stage1_gapfiller/questions-Quiz2021-UOC_PROTOTYPE_python3_stage1_gapfiller-20210802-1643.xml new file mode 100644 index 0000000..1f60372 --- /dev/null +++ b/python3_stage1_gapfiller/questions-Quiz2021-UOC_PROTOTYPE_python3_stage1_gapfiller-20210802-1643.xml @@ -0,0 +1,581 @@ + + + + + + UOC_PROTOTYPE_python3_stage1_gapfiller + + + A variant of the python3_stage1 prototype that can be used for gap filler exercises.

+

It can take the following template parameters.

+
    +
  • +

    abortonerror: true to abort testing when a runtime error occurs. Default: true

    +
    • +
  • +

    allowglobals: set this to true to allow global variables (i.e. to allow lowercase globals, not just "constants"). Default: false.

    +
    • +
  • +

    allownestedfunctions: set this to true to allow functions to be declared with a non-global scope. Default: false.

    +
    • +
  • +

    checktemplateparams: set this false to bypass the usual check for validity of template params (e.g. when doing randomisation, although prefixing the extra template params with '_' is preferred).

    +
    • +
  • +

    echostandardinput. If false, the standard builtin Python input function will be used. Otherwise, it will be replaced with a version that echoes the prompt to standard output to mimic the behaviour observed when standard + input comes from the keyboard. Default: True

    +
    • +
  • +

    extra: should be a string, one of "", "pretest" or "posttest". If set and not empty, the TEST.extra field is inserted into the program before or after TEST.testcode for the values "pretest" and "posttest" respectively. Default: ""

    +
    • +
  • +

    floattolerance: a floating point number which, if defined and non-None, changes the test for correct output as follows. The expected and got outputs are both right-stripped then broken into lines. If + the number of lines don't match, the answer is deemed wrong. Then (after compressing white space to a single character if strictwhitespace is false) the got and expected outputs are + compared line for line. Each line is split by a regular expression pattern that matches any floating point number or integer and the two lines are compared token by token. If both tokens are numbers they must be equal to within a given absolute or relative + error of floattolerance. Otherwise they must match exactly. The absolute error is the absolute difference between the two numbers, the relative error is the ratio of the absolute difference to the expected. If floattolerance is 0.0 the effect is to treat ints as floats, e.g.  1 and 1.0 will be deemed equal. Default: None +

    +
    • +
  • +

    globalextra: should be a string, one of "", "pretest" or "posttest". If set and not empty, the QUESTION.globalextra field is inserted into the program before or after TEST.testcode for the values "pretest" and "posttest" respectively. If + TEST.extra and QUESTION.globalextra are both being inserted before the test or both are being inserted after the test, the globalextra precedes the TEST.extra. Default: ""

    +
    • +
+
    +
  • +

    imagewidth: if this is given it sets the width in pixels of any matplotlib images inserted into the result table. Height is automatically scaled to match. Otherwise the image is inserted unscaled. Ignored unless usesmatplotlib is + true. Default: None.

    +
    • +
  • +

    imports: this is a list of python import strings. Each string is either just a python module name or a full python import string. If just name is given, the import statement is simply "import name", otherwise the import + string is used as given. For example:

    + 
    { "imports": ["math", "from blah import thing as twaddle"] }
    +

    Imports go at the very start of the generated program. This mechanism can be used to import test support functions, too, and is preferred over the use of a _prefix.py file.

    +
    • +
  • +

    isfunction: unless this is explicitly set to false, or the student's code already begins with a docstring, a dummy module docstring will be inserted at the start of the program.  Also, if isfunction is true, + the supplied code will be run stand-alone to check if it generates any output and an error message will be generated if it does. Thus, if your question is of the "write a program" variety, you should set this to false. Otherwise + omit it. Default: true.

    +
    • +
  • +

    maxfunctionlength: this is the maximum number of statements that a function body can contain. Statements within statements are counted. Blank lines and comments aren't statements.  This is a more-reliable alternative to the pylint + max-statements parameter, which behaves strangely at times. 

    +
    • +
  • +

    maxnumconstants: the maximum number of constants (i.e. uppercase globals) allowed. An integer, defaulting to 4.

    +
    • +
  • +

    maxoutputbytes: the maximum allowed number of output bytes. Default 10000.

    +
    • +
  • +

    maxstringlength: the maximum allowed length of the output string or error string in the result table. Strings longer than this have their inner content snipped out. An integer defaulting to 2000.

    +
    • +
  • +

    norun: if set to true, the normal execution of the student's code will not take place. Any test code provided will however still be run.

    +
    • +
  • +

    nostylechecks: true to suppress all normal style checking, including the checkers listed in "precheckers". Default: false

    +
    • +
  • +

    notest: if present and set to true, the test code will not be inserted into the code to be executed. Its role is then just as documentation for the student (as it still appears in the result table).

    +
    • +
  • +

    precheckers: a list of the names of programs to be run when prechecking the correctness of the code. Currently only "pylint" and "mypy" are supported. Default: ["pylint"].

    +
    • +
  • +

    prelude: a possibly multi-line string that is inserted into the file after any imports and other template-generated code but before the student answer (and before the _prefix.py file, if supplied).

    +
    • +
  • +

    proscribedbuiltins: this is a list of the Python built-in functions that cannot be used. Default: ["exec", "eval"].

    +
    • +
  • +

    proscribedconstructs: this is a list of Python constructs (if, while, def, slice, listcomprehension, etc) that must not appear in the student's program.

    +
    • +
  • +

    proscribedfunctions: this is a list of functions (sum, product, etc) that must not appear in the student's program. Default: []

    +
    • +
  • +

    proscribedsubstrings: this is a list of strings that must not appear anywhere in the student's program (even in comments). Default: []

    +
    • +
  • pylintoptions. A list of strings to be added to the default list of options to pylint (relevant only if "pylint" is specified as one of the precheckers). For example, the Template parameters string in the question authoring form might + be set to + 
    {"isfunction": false, "pylintoptions":["--max-statements=20","--max-args=3"]}
    to suppress the insertion of a dummy module docstring at the start and to set the maximum number of statements and arguments for each function to 20 and 3 respectively. Default options: +

    +
      +
    • "--disable=C0303,C0325,C0330,R0903,R0915,star-args,unbalanced-tuple-unpacking,consider-using-enumerate,simplifiable-if-statement,consider-iterating-dictionary,trailing-newlines"
      • +
    • "--enable=C0326"
      • +
    • "--good-names=i,j,k,n,s,c,_"
      • +
    +
    • +
  • +

    requiredconstructs: this is a list of Python constructs (if, while, def, etc) that must appear in the student's program. Default: []

    +
    • +
  • +

    requiredfunctiondefinitions: this is a list of the names of the functions that must be defined within the student's program. Default: []

    +
    • +
  • +

    requiredfunctioncalls: this is a list of the names of functions that must be explicitly called within the student's code

    +
    • +
  • +

    requiredsubstrings: this is either a list of strings that must appear somewhere in the students code. Or a list of json objects with the keys "string", "pattern" and "errormessage". Only one of "string" or "pattern" should be supplies. "String" corresponds to a string that must appear in the students code and "pattern" corresponds to a python regular expression that must match somewhere in the students code. "errormessage" is the feedback that will be given to students when they fail this on precheck.

    +
    • +
  • +

    requiretypehints: if True all functions must have type hints for all parameters and the return type. Default: False

    +
    • +
  • +

    restrictedfiles: this specifies which files the students program is allowed to open. It is dictionary with two optional keys 'onlyallow' and 'disallow'. Each of these should map to a list of files that are allowed to be opened and filenames + that are not allowed to be opened. The filenames in the lists can be a regex.
    Default: +

    + 
    {"disallow": ["__.*", "prog.*", "pytester.py"]
    +

    +
    • +
  • +

    restrictedmodules: A dictionary that specifies what modules are to be restricted. Keys are the names of modules and the values are a dictionary with two keys 'onlyallow' and 'disallow'. Each of these is a list of the names of objects within + the module which are allowed or disallowed. The names of objects in these lists can be a regex.  This is a runtime check only, not part of style checker.
    Default:

    + 
     "restrictedmodules": {
+    "builtins": {"onlyallow": []},
+    "imp": {"onlyallow": []},
+    "importlib": {"onlyallow": []},
+    "os": {"disallow": ["system", "_exit", "_.*"]},
+    "subprocess": {"onlyallow": []},
+    "sys": {"onlyallow": []},
+}
    +

    +
    • +
  • +

    runextra: if set (to any value) the Extra Template Data is added to the program as test code before the usual testcode. [Deprecated: use the extra parameter instead.]

    +
    • +
  • +

    strictwhitespace: by default when checking correctness trailing blank lines and trailing white space on each line are ignored but otherwise white space must match exactly. If this parameter is set to false, white space within a line may + vary, i.e., multiple spaces are treated as 1 space. Default: true

    +
    • +
  • +

    stripmain: if set to true, the program is expected to contain a global invocation of the main function, which is a line starting "main()". That line is deleted from the program. If the line is not present a "Missing call to main" exception + is raised.

    +
    • +
  • +

    stripmainifpresent: if set to true and the program contains a global invocation of a main function, which is a line starting "main()", that line is deleted from the program. Otherwise nothing happens (cf stripmain).

    +
    • +
  • +

    suppresspassiveoutput: if set to true, any output generated by the student code even without any CodeRunner tests being run is ignored. This can be used, for example, to ignore output from any test code the student has included and/or to + ignore the main output from a "write a program question". Only the output generated by CodeRunner tests will be displayed and marked. Default: false.

    +
    • +
  • +

    timeout: number of seconds allowed for each test case. Default: 5 secs. Be careful to ensure that the total time for all test cases can not exceed totaltimeout, particularly if abortonerror is false.

    +
    • +
  • +

    totaltimeout: total number of seconds allowed for the whole run. Cannot exceed the maximum allowed by Jobe, which is 50 seconds (and which is the default value for this parameter).

    +
    • +
  • +

    useanswerfortests: if true, a run with the sample answer precedes the run with the student answer and the results from the sample answer are used for correctness testing but only if no expected output is supplied. However, + because this takes place at runtime, this doesn't work for "Use as example" tests, for which the expected output must be supplied by the question author.

    +
    • +
  • +

    usesmatplotlib: if true, header text is inserted at the start of the program to switch matlab graph output to use the non-interactive 'Agg' backend, which writes images to disk an .PNGs. After each test, the current state of the pyplot + figure is saved to a new file. When all tests have been run and graded, the set of image files is inserted row-by-row into the result table with each figure below any text in the cell. For this to work correctly at least the first test must + create a figure. The image is not graded - it is provided only for reference, so usually the test code will need to extract and display attributes of the current figure independently. See also the template parameters useanswerfortests, + which results in the expected images being inserted into the table too and imagewidth which sets the width (and hence height by uniform scaling) to a desired number of pixels. Note that if usesmatplotlib is + selected, most of the pylint options relating to imports (ordering, reimporting, positioning etc) are disabled. Also, you may need to increase the timeout value for the question.

    Also, if usesmatplotlib is true, a + function print_plot_info(data_type, x_samples=None, show_xlims=False, show_ylims=False, show_colour=False, show_xticklabels=None, show_yticklabels=False) is made available for use in the test code or post-test extra. This + prints various properties of the current plot for grading purposes. data_type should be one of 'points', 'lines' or 'bars'. In the case of 'lines', the 'x_samples' can also be supplied, as a set of abscissae at which the plotted line should be read out. The y values are read out using a second-order interpolation, and are printed to 2 decimal digits of accuracy. If x_samples is not supplied, the first 5 and last 5 points only are displayed. The show_[x,y]lims parameters control whether or not the x and y axis limits, respectively, should be printed. If show_xticklabels is None, the x-axis labels are displayed for bar charts not for lines. Setting it True or False forces display on or off. Similarly for show_yticklabels except that the default is False and None is not defined.

    Default + (for usesmatplotlib): false.  +

    +
    • +
  • +

    usesnumpy: if true, the line import numpy as np is inserted at the start of the program, and the usual check for unused imports is turned off. Additionally, since numpy is used in a mathematical + context where it is hard to define what variables name might be legitimate, the checking for valid names by pylint is disabled.

    +
    • +
  • +

    warnifpassiveoutput: if set to true and isfunction is also true, generate a style error if the student's code seems to produce output even without any CodeRunner tests being executed. This is probably the result + of the student pasting test code as well as requested function(s) into their answer. Default: true

    +
    • +
+

Also, if a file named '_prefix.py' appears in the working directory (i.e. has been attached to the question), the code in that file is inserted into the executable program after any imports and other template-generated code but before the student answer. + However, the use of an explicit import statement is preferred.

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+ + + + \ No newline at end of file diff --git a/python3_stage1_gapfiller/template.py b/python3_stage1_gapfiller/template.py new file mode 100644 index 0000000..b7387bc --- /dev/null +++ b/python3_stage1_gapfiller/template.py @@ -0,0 +1,313 @@ +import html +import locale +import json +import os +import re +import sys + +from pytester import PyTester + +STANDARD_PYLINT_OPTIONS = ['--disable=trailing-whitespace,superfluous-parens,' + + 'bad-continuation,min-public-methods,too-few-public-methods,star-args,' + + 'unbalanced-tuple-unpacking,too-many-statements,' + + 'consider-using-enumerate,simplifiable-if-statement,' + + 'consider-iterating-dictionary,trailing-newlines,no-else-return,' + + 'consider-using-dict-comprehension,' + + 'len-as-condition,inconsistent-return-statements,consider-using-join,' + + 'singleton-comparison,unused-variable,chained-comparison,no-else-break,' + + 'consider-using-in,useless-object-inheritance,unnecessary-pass,' + + 'consider-using-set-comprehension,no-else-raise,duplicate-string-formatting-argument', + '--enable=C0326', + '--good-names=i,j,k,n,s,c,_' + ] + +locale.setlocale(locale.LC_ALL, 'C.UTF-8') + +KNOWN_PARAMS = { + 'abortonerror': True, + 'allowglobals': False, + 'allownestedfunctions': False, + 'checktemplateparams': True, + 'echostandardinput': True, + 'extra': 'None', + 'floattolerance': None, + 'globalextra': 'None', + 'imagewidth': None, + 'imports': [], + 'isfunction': True, + 'maxfunctionlength': 30, + 'maxfieldlength': 100, + 'maxnumconstants': 4, + 'maxoutputbytes': 10000, + 'maxstringlength': 2000, + 'norun': False, + 'nostylechecks': False, + 'notest': False, + 'precheckers': ['pylint'], + 'prelude': '', + 'proscribedbuiltins': ['exec', 'eval'], + 'proscribedfunctions': [], + 'proscribedconstructs': ["goto"], + 'proscribedsubstrings': [], + 'pylintoptions': [], + 'requiredconstructs': [], + 'requiredfunctiondefinitions': [], + 'requiredfunctioncalls': [], + 'requiredsubstrings': [], + 'requiretypehints': False, + 'restrictedfiles': { + 'disallow': ['__.*', 'prog.*', 'pytester.py'], + }, + 'restrictedmodules': { + 'builtins': { + 'onlyallow': [] + }, + 'imp': { + 'onlyallow': [] + }, + 'importlib': { + 'onlyallow': [] + }, + 'os': { + 'disallow': ['system', '_exit', '_.*'] + }, + 'subprocess': { + 'onlyallow': [] + }, + 'sys': { + 'disallow': ['_.*'] + }, + }, + 'runextra': False, + 'stdinfromextra': False, + 'strictwhitespace': True, + 'stripmain': False, + 'stripmainifpresent': False, + 'testisbash': False, + 'timeout': 5, + 'totaltimeout': 50, + 'suppresspassiveoutput': False, + 'useanswerfortests': False, + 'usesmatplotlib': False, + 'usesnumpy': False, + 'usesubprocess': False, + 'warnifpassiveoutput': True, +} + +class TestCase: + def __init__(self, dict_rep, test_code_html=None): + """Construct a testcase from a dictionary representation obtained via JSON""" + self.testcode = dict_rep['testcode'] + self.stdin = dict_rep['stdin'] + self.expected = dict_rep['expected'] + self.extra = dict_rep['extra'] + self.display = dict_rep['display'] + try: + self.testtype = int(dict_rep['testtype']) + except: + self.testtype = 0 + self.hiderestiffail = bool(int(dict_rep['hiderestiffail'])) + self.useasexample = bool(int(dict_rep['useasexample'])) + self.mark = float(dict_rep['mark']) + self.test_code_html = test_code_html + + +# ================= CODE TO DO ALL TWIG PARAMETER PROCESSING =================== + +def process_template_params(): + """Extract the template params into a global dictionary PARAMS""" + global PARAMS + PARAMS = json.loads("""{{ QUESTION.parameters | json_encode | e('py') }}""") + checktemplateparams = PARAMS.get('checktemplateparams', True) + if checktemplateparams: + unknown_params = set(PARAMS.keys()) - set(KNOWN_PARAMS.keys()) + filtered_params = [param for param in unknown_params if not param.startswith('_')] + if filtered_params: + print("Unexpected template parameter(s):", list(sorted(filtered_params))) + + for param_name, default in KNOWN_PARAMS.items(): + if param_name in PARAMS: + param = PARAMS[param_name] + if type(param) != type(default) and default is not None: + print("Template parameter {} has wrong type (expected {})".format(param_name, type(default))) + else: + PARAMS[param_name] = default; + + if PARAMS['extra'] == 'stdin': + PARAMS['stdinfromextra'] = True + if PARAMS['runextra']: + PARAMS['extra'] = 'pretest' # Legacy support + if PARAMS['timeout'] < 2: + PARAMS['timeout'] = 2 # Allow 1 extra second freeboard + PARAMS['pylintoptions'] = STANDARD_PYLINT_OPTIONS + PARAMS['pylintoptions'] + if PARAMS['allowglobals']: + PARAMS['pylintoptions'].append("--const-rgx='[a-zA-Z_][a-zA-Z0-9_]{2,30}$'") + if PARAMS['usesmatplotlib']: + PARAMS['pylintoptions'].append("--disable=reimported,wrong-import-position,wrong-import-order,unused-import") + if PARAMS['testisbash']: + print("testisbash is not implemented for Python") + + +def update_test_cases(test_cases, outcome): + """Return the updated testcases after replacing all empty expected fields with those from the + given outcome's test_results which must have a column header 'Got'. Non-empty existing expected + fields are left unchanged. + If any errors occur, the return value will be None and the outcome parameter will have had its prologuehtml + value updated to include an error message. + """ + try: + results = outcome['testresults'] + col_num = results[0].index('Got') + for i in range(len(test_cases)): + if test_cases[i].expected.strip() == '': + test_cases[i].expected = results[i + 1][col_num] + except ValueError: + outcome['prologuehtml'] = "No 'Got' column in result table from which to get testcase expecteds" + test_cases = None + except Exception as e: + outcome['prologuehtml'] = "Unexpected error ({}) extracting testcase expecteds from sample answer output".format(e) + test_cases = None + return test_cases + + + +def get_expecteds_from_answer(params, test_cases, ui_source, answer_field_values): + """Run all tests using the sample answer rather than the student answer. + Fill in the expected field of each test case using the sample answer and return + the updated test case list. + Return None if the sample answer gave any sort of runtime error + """ + # Insert answer fields into test cases. + answer_test_cases = get_test_cases(ui_source, answer_field_values) + new_params = {key: value for key, value in params.items()} + new_params['IS_PRECHECK'] = False + new_params['nostylechecks'] = True + new_params['STUDENT_ANSWER'] = get_student_answer(ui_source, answer_field_values) + new_params['running_sample_answer'] = True + tester = PyTester(new_params, answer_test_cases) + outcome = tester.test_code() + if 'prologuehtml' in outcome: + outcome['prologuehtml'] = "

ERROR IN QUESTION'S SAMPLE ANSWER. PLEASE REPORT

\n" + outcome['prologuehtml'] + return outcome, None + else: + return outcome, update_test_cases(test_cases, outcome) + + +# ================= CODE TO DO GAPFILLER STUFF =================== +def get_test_cases(ui_source, field_values): + """Return an array of Test objects from the template parameter TESTCASES""" + test_cases = [] + tests = json.loads("""{{ TESTCASES | json_encode | e('py') }}""") + + for test in tests: + # If gaps come from test cases then we fill student answer into gaps. + + if ui_source == 'test0' and test['testcode'].strip() != '': + test_code_html = insert_fields(htmlize(test['testcode']), field_values, highlight=True) + test['testcode'] = insert_fields(test['testcode'], field_values) + test_case = TestCase(test, test_code_html=test_code_html) + else: + test_case = TestCase(test) + test_cases.append(test_case) + return test_cases + +# Expand the given code by inserting the given fields into the +# given code, after splitting it with the given regular expression. +# If highlight is true, the inserted text is wrapped in a element +# with a special blue-grey background. +def insert_fields(code, fields, splitter=r"\{\[.*?\]\}", highlight=False): + bits = re.split(splitter, code) + if len(bits) != len(fields) + 1: + print("Richard has goofed. Please report", file=sys.stderr) + sys.exit() + + prog = bits[0] + i = 1 + for value in fields: + if len(value.splitlines()) > 1: + # Indent all lines in a textarea by the indent of the first line + indent = len(prog.splitlines()[-1]) + value_bits = value.splitlines() + for j in range(1, len(value_bits)): + value_bits[j] = indent * ' ' + value_bits[j] + value = '\n'.join(value_bits) + '\n' + if highlight: + value = f"{value}" + prog += value + bits[i] + i += 1 + return prog + +def get_student_answer(ui_source, field_values): + """Gets what should be consider the 'student answer'. If ui_source is test0 + then this will be empty as the student's answer is plugged directly into + the test cases. + """ + if ui_source == 'test0': + # If prechecking then we should check that the code the in 'test0' is valid. + if "{{ IS_PRECHECK }}" == "1": + return insert_fields("""{{ QUESTION.testcases[0].testcode | e('py')}}""", field_values) + else: + return "'''docstring'''" + else: + return insert_fields("""{{ QUESTION.globalextra | e('py')}}""", field_values) + +def snip(field): + """Return the given field, snipped to a max of 10 chars""" + return field if len(field) <= 10 else field[0:10] + '...' + +def fields_precheck(field_values): + """Checks field lengths (legacy) and no proscribed strings present in fields""" + errors = [] + all_constructs = set() + for field in field_values: + if len(field) > PARAMS['maxfieldlength']: + errors.append(f"Field '{snip(field)}' is too long. Maximum length is {PARAMS['maxfieldlength']}") + for bad in PARAMS['proscribedsubstrings']: + if bad in field: + errors.append(f"Field '{snip(field)}' contains the banned string '{bad}'") + return errors + +def htmlize(message): + """An html version of the given error message""" + return '
' + html.escape(message) + '
' if message else '' + +def process_global_params(ui_source, field_values): + """Plug the globals STUDENT_ANSWER, IS_PRECHECK and QUESTION_PRECHECK into the global PARAMS """ + PARAMS['STUDENT_ANSWER'] = get_student_answer(ui_source, field_values) + '\n' + PARAMS['SEPARATOR'] = "##" + PARAMS['IS_PRECHECK'] = "{{ IS_PRECHECK }}" == "1" + PARAMS['QUESTION_PRECHECK'] = {{ QUESTION.precheck }} # Type of precheck: 0 = None, 1 = Empty etc + PARAMS['ALL_OR_NOTHING'] = "{{ QUESTION.allornothing }}" == "1" # Whether or not all-or-nothing grading is being used + PARAMS['GLOBAL_EXTRA'] = """{{ QUESTION.globalextra | e('py') }}\n""" + +# Get fields and ui params. +ui_params = json.loads("""{{ QUESTION.uiparameters | json_encode | e('py') }}""") +if ui_params and 'ui_source' in ui_params: + ui_source = ui_params['ui_source'] +else: + ui_source = 'globalextra' + +field_values = json.loads(""" {{ STUDENT_ANSWER | e('py') }}""") +answer_field_values = json.loads(""" {{ QUESTION.answer | e('py') }}""") + + +process_template_params() +test_cases = get_test_cases(ui_source, field_values) +process_global_params(ui_source, field_values) + +errors = fields_precheck(field_values) + +if errors: + prologue = '

' + htmlize('\n'.join(errors)) + '

' + prologue += '

Sorry, precheck failed 😞

' + outcome = {'fraction': 0, "prologuehtml": prologue} +else: + # For gap filler we don't want to apply proscribedsubstrings to all code, only the gaps as above. + PARAMS['proscribedsubstrings'] = [] + if PARAMS['useanswerfortests']: + outcome, test_cases = get_expecteds_from_answer(PARAMS, test_cases, ui_source, answer_field_values) + + if test_cases: + tester = PyTester(PARAMS, test_cases) + outcome = tester.test_code() +print(json.dumps(outcome))