AI_learning/multiagent/grading.py

# grading.py
# ----------
# Licensing Information:  You are free to use or extend these projects for
# educational purposes provided that (1) you do not distribute or publish
# solutions, (2) you retain this notice, and (3) you provide clear
# attribution to UC Berkeley, including a link to http://ai.berkeley.edu.
#
# Attribution Information: The Pacman AI projects were developed at UC Berkeley.
# The core projects and autograders were primarily created by John DeNero
# (denero@cs.berkeley.edu) and Dan Klein (klein@cs.berkeley.edu).
# Student side autograding was added by Brad Miller, Nick Hay, and
# Pieter Abbeel (pabbeel@cs.berkeley.edu).


"Common code for autograders"

import cgi
import time
import sys
import json
import traceback
import pdb
from collections import defaultdict
import util


class Grades:
    "A data structure for project grades, along with formatting code to display them"

    def __init__(self, projectName, questionsAndMaxesList,
                 gsOutput=False, edxOutput=False, muteOutput=False):
        """
        Defines the grading scheme for a project
          projectName: project name
          questionsAndMaxesDict: a list of (question name, max points per question)
        """
        self.questions = [el[0] for el in questionsAndMaxesList]
        self.maxes = dict(questionsAndMaxesList)
        self.points = Counter()
        self.messages = dict([(q, []) for q in self.questions])
        self.project = projectName
        self.start = time.localtime()[1:6]
        self.sane = True  # Sanity checks
        self.currentQuestion = None  # Which question we're grading
        self.edxOutput = edxOutput
        self.gsOutput = gsOutput  # GradeScope output
        self.mute = muteOutput
        self.prereqs = defaultdict(set)

        # print 'Autograder transcript for %s' % self.project
        print('Starting on %d-%d at %d:%02d:%02d' % self.start)

    def addPrereq(self, question, prereq):
        self.prereqs[question].add(prereq)

    def grade(self, gradingModule, exceptionMap={}, bonusPic=False):
        """
        Grades each question
          gradingModule: the module with all the grading functions (pass in with sys.modules[__name__])
        """

        completedQuestions = set([])
        for q in self.questions:
            print('\nQuestion %s' % q)
            print('=' * (9 + len(q)))
            print()
            self.currentQuestion = q

            incompleted = self.prereqs[q].difference(completedQuestions)
            if len(incompleted) > 0:
                prereq = incompleted.pop()
                print("""*** NOTE: Make sure to complete Question %s before working on Question %s,
*** because Question %s builds upon your answer for Question %s.
""" % (prereq, q, q, prereq))
                continue

            if self.mute:
                util.mutePrint()
            try:
                util.TimeoutFunction(getattr(gradingModule, q), 1800)(
                    self)  # Call the question's function
                # TimeoutFunction(getattr(gradingModule, q),1200)(self) # Call the question's function
            except Exception as inst:
                self.addExceptionMessage(q, inst, traceback)
                self.addErrorHints(exceptionMap, inst, q[1])
            except:
                self.fail('FAIL: Terminated with a string exception.')
            finally:
                if self.mute:
                    util.unmutePrint()

            if self.points[q] >= self.maxes[q]:
                completedQuestions.add(q)

            print('\n### Question %s: %d/%d ###\n' %
                  (q, self.points[q], self.maxes[q]))

        print('\nFinished at %d:%02d:%02d' % time.localtime()[3:6])
        print("\nProvisional grades\n==================")

        for q in self.questions:
            print('Question %s: %d/%d' % (q, self.points[q], self.maxes[q]))
        print('------------------')
        print('Total: %d/%d' %
              (self.points.totalCount(), sum(self.maxes.values())))
        if bonusPic and self.points.totalCount() == 25:
            print("""

                     ALL HAIL GRANDPAC.
              LONG LIVE THE GHOSTBUSTING KING.

                  ---      ----      ---
                  |  \    /  + \    /  |
                  | + \--/      \--/ + |
                  |   +     +          |
                  | +     +        +   |
                @@@@@@@@@@@@@@@@@@@@@@@@@@
              @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
            @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
            @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
            \   @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
             \ /  @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
              V   \   @@@@@@@@@@@@@@@@@@@@@@@@@@@@
                   \ /  @@@@@@@@@@@@@@@@@@@@@@@@@@
                    V     @@@@@@@@@@@@@@@@@@@@@@@@
                            @@@@@@@@@@@@@@@@@@@@@@
                    /\      @@@@@@@@@@@@@@@@@@@@@@
                   /  \  @@@@@@@@@@@@@@@@@@@@@@@@@
              /\  /    @@@@@@@@@@@@@@@@@@@@@@@@@@@
             /  \ @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
            /    @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
            @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
            @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
              @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
                @@@@@@@@@@@@@@@@@@@@@@@@@@
                    @@@@@@@@@@@@@@@@@@

""")
        print("""
Your grades are NOT yet registered.  To register your grades, make sure
to follow your instructor's guidelines to receive credit on your project.
""")

        if self.edxOutput:
            self.produceOutput()
        if self.gsOutput:
            self.produceGradeScopeOutput()

    def addExceptionMessage(self, q, inst, traceback):
        """
        Method to format the exception message, this is more complicated because
        we need to cgi.escape the traceback but wrap the exception in a <pre> tag
        """
        self.fail('FAIL: Exception raised: %s' % inst)
        self.addMessage('')
        for line in traceback.format_exc().split('\n'):
            self.addMessage(line)

    def addErrorHints(self, exceptionMap, errorInstance, questionNum):
        typeOf = str(type(errorInstance))
        questionName = 'q' + questionNum
        errorHint = ''

        # question specific error hints
        if exceptionMap.get(questionName):
            questionMap = exceptionMap.get(questionName)
            if (questionMap.get(typeOf)):
                errorHint = questionMap.get(typeOf)
        # fall back to general error messages if a question specific
        # one does not exist
        if (exceptionMap.get(typeOf)):
            errorHint = exceptionMap.get(typeOf)

        # dont include the HTML if we have no error hint
        if not errorHint:
            return ''

        for line in errorHint.split('\n'):
            self.addMessage(line)

    def produceGradeScopeOutput(self):
        out_dct = {}

        # total of entire submission
        total_possible = sum(self.maxes.values())
        total_score = sum(self.points.values())
        out_dct['score'] = total_score
        out_dct['max_score'] = total_possible
        out_dct['output'] = "Total score (%d / %d)" % (
            total_score, total_possible)

        # individual tests
        tests_out = []
        for name in self.questions:
            test_out = {}
            # test name
            test_out['name'] = name
            # test score
            test_out['score'] = self.points[name]
            test_out['max_score'] = self.maxes[name]
            # others
            is_correct = self.points[name] >= self.maxes[name]
            test_out['output'] = "  Question {num} ({points}/{max}) {correct}".format(
                num=(name[1] if len(name) == 2 else name),
                points=test_out['score'],
                max=test_out['max_score'],
                correct=('X' if not is_correct else ''),
            )
            test_out['tags'] = []
            tests_out.append(test_out)
        out_dct['tests'] = tests_out

        # file output
        with open('gradescope_response.json', 'w') as outfile:
            json.dump(out_dct, outfile)
        return

    def produceOutput(self):
        edxOutput = open('edx_response.html', 'w')
        edxOutput.write("<div>")

        # first sum
        total_possible = sum(self.maxes.values())
        total_score = sum(self.points.values())
        checkOrX = '<span class="incorrect"/>'
        if (total_score >= total_possible):
            checkOrX = '<span class="correct"/>'
        header = """
        <h3>
            Total score ({total_score} / {total_possible})
        </h3>
    """.format(total_score=total_score,
               total_possible=total_possible,
               checkOrX=checkOrX
               )
        edxOutput.write(header)

        for q in self.questions:
            if len(q) == 2:
                name = q[1]
            else:
                name = q
            checkOrX = '<span class="incorrect"/>'
            if (self.points[q] >= self.maxes[q]):
                checkOrX = '<span class="correct"/>'
            #messages = '\n<br/>\n'.join(self.messages[q])
            messages = "<pre>%s</pre>" % '\n'.join(self.messages[q])
            output = """
        <div class="test">
          <section>
          <div class="shortform">
            Question {q} ({points}/{max}) {checkOrX}
          </div>
        <div class="longform">
          {messages}
        </div>
        </section>
      </div>
      """.format(q=name,
                 max=self.maxes[q],
                 messages=messages,
                 checkOrX=checkOrX,
                 points=self.points[q]
                 )
            # print "*** output for Question %s " % q[1]
            # print output
            edxOutput.write(output)
        edxOutput.write("</div>")
        edxOutput.close()
        edxOutput = open('edx_grade', 'w')
        edxOutput.write(str(self.points.totalCount()))
        edxOutput.close()

    def fail(self, message, raw=False):
        "Sets sanity check bit to false and outputs a message"
        self.sane = False
        self.assignZeroCredit()
        self.addMessage(message, raw)

    def assignZeroCredit(self):
        self.points[self.currentQuestion] = 0

    def addPoints(self, amt):
        self.points[self.currentQuestion] += amt

    def deductPoints(self, amt):
        self.points[self.currentQuestion] -= amt

    def assignFullCredit(self, message="", raw=False):
        self.points[self.currentQuestion] = self.maxes[self.currentQuestion]
        if message != "":
            self.addMessage(message, raw)

    def addMessage(self, message, raw=False):
        if not raw:
                # We assume raw messages, formatted for HTML, are printed separately
            if self.mute:
                util.unmutePrint()
            print('*** ' + message)
            if self.mute:
                util.mutePrint()
            message = cgi.escape(message)
        self.messages[self.currentQuestion].append(message)

    def addMessageToEmail(self, message):
        print("WARNING**** addMessageToEmail is deprecated %s" % message)
        for line in message.split('\n'):
            pass
            # print '%%% ' + line + ' %%%'
            # self.messages[self.currentQuestion].append(line)


class Counter(dict):
    """
    Dict with default 0
    """

    def __getitem__(self, idx):
        try:
            return dict.__getitem__(self, idx)
        except KeyError:
            return 0

    def totalCount(self):
        """
        Returns the sum of counts for all keys.
        """
        return sum(self.values())