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Source Academy Autograder Component

Build_status Coverage

The grader is a component of the Cadet backend. The grader,

  1. Receives a JSON format from the backend,

  2. For each test case program,

    1. Concatenate all the program strings into a single combined program
    2. Evaluates the single combined program in the js-slang interpreter
  3. Returns a Summary JSON containing the results of the evaluation of the student code

Input JSON format

The input format consists of library, prepend, student, postpend, and testcases fields.

Example input:

{
  "library": {
    "chapter": 1,
    "external": {
      "name": "NONE",
      "symbols": []
    },
    "globals": []
  },
  "prependProgram": "// This line will be ignored",
  "studentProgram": "const f = i => i === 0 ? 0 : i < 3 ? 1 : f(i-1) + f(i-2);",
  "postpendProgram": "// This line will also be ignored",
  "testcases": [
    {
      "program": "f(1);",
      "answer": "1",
      "score": 1
    },
    {
      "program": "f(3);",
      "answer": "2",
      "score": 1
    },
    {
      "program": "f(5);",
      "answer": "5",
      "score": 1
    }
  ]
}

The programs are programs written in the source language.

Each test case consists of the prepend, student, postpend and testcase program concatenated in that order.

For example, testcase 1 will look like:

// This line will be ignored
const f = i => i === 0 ? 0 : i < 3 ? 1 : f(i-1) + f(i-2);
// This line will also be ignored
f(1);

Output Summary Format

The grader will produce a Summary for every input. The Summary will be an array of Result, with each testcase producing one Result. The format of the Result are as follows:

Example: Correct Answer

The student's code is correct.

The grader's corresponding Summary format will look like this:

{   
    "totalScore": 3,
    "results": [
        {
            "resultType": "pass",
            "score": 1
        },
        {
            "resultType": "pass",
            "score": 1
        },
        {
            "resultType": "pass",
            "score": 1
        }
    ]
}

Note that the resultType pass represents any successful evaluation, i.e. no errors raised.

Example: Wrong Answer

The student's code is wrong.

The grader's corresponding Summary format will look like this:

{
    "totalScore": 0,
    "results": [
        {
            "resultType": "fail",
            "expected": "1",
            "actual": "2"
        },
        {
            "resultType": "fail",
            "expected": "2",
            "actual": "3"
        },
                {
            "resultType": "fail",
            "expected": "5",
            "actual": "8"
        }
    ]
}

Example: Error in the code

The student's code has a syntax error.

The grader's corresponding Summary format will look like this:

{
  "totalScore": 0,
  "results": [
    {
      "resultType": "error",
      "errors": [
        {
          "errorType": "syntax",
          "line": 1,
          "location": "student",
          "errorLine": "const f = i => i === 0 ? 0 : i < 3 ? 1 : f(i-1) + f(i-2)",
          "errorExplanation": "Missing semicolon at the end of statement"
        }
      ]
    },
    {
      "resultType": "error",
      "errors": [
        {
          "errorType": "syntax",
          "line": 1,
          "location": "student",
          "errorLine": "const f = i => i === 0 ? 0 : i < 3 ? 1 : f(i-1) + f(i-2)",
          "errorExplanation": "Missing semicolon at the end of statement"
        }
      ]
    },
    {
      "resultType": "error",
      "errors": [
        {
          "errorType": "syntax",
          "line": 1,
          "location": "student",
          "errorLine": "const f = i => i === 0 ? 0 : i < 3 ? 1 : f(i-1) + f(i-2)",
          "errorExplanation": "Missing semicolon at the end of statement"
        }
      ]
    }
  ]
}

Other errors include timeout errors and runtime errors.

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Components for server-side auto-grading (Node.js, Elixir, AWS Lambda)

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