Playground / Debug by Tracing Execution

Find the line that makes it wrong

Debug by Tracing Execution

Interactive lab

Try it: Debug by Tracing Execution

How to debug a program that runs but gives the wrong answer: compare expected and actual output, trace the lines in the order they really run with a variable watch table (or an inserted debug print), find the first line where a value goes wrong, then choose a fix and re-run to check it.

How it works

  1. State the expected output from the specification, run the program and compare: a difference is the evidence you debug from.
  2. Trace in execution order, not file order: loops repeat lines, if/elif picks one branch, and the watch table records every variable before each line runs.
  3. An inserted print('debug: ...', value) shows the same state in the output; it must not change what the program itself prints.
  4. Look for the first place a value differs from what it should be (an off-by-one range, > instead of >=, a total reset inside the loop, two names for one list, a str from input()). Where the wrong value shows up is only the symptom.
  5. Change one thing with a reason, re-run, and compare again: a fix that makes an error disappear can still leave the output wrong.

Default run (14 steps): Sum 1..n: Add up the whole numbers from 1 to n (n included) and print the sum. Press Play to trace it line by line. … Finished, but the output is wrong: got sum of 1 to 5 is 10, expected sum of 1 to 5 is 15.

Simplified: The lab's own small Python interpreter runs fixed, hand-written programs (you pick the program, the fix and a value; your text is never executed). Every program the lab can show was run in CPython 3.12 and the lab reproduces its output, its traceback text and its line-by-line trace. Six short programs, one editable value each; input() receives the value you type in the lab. Lines starting with "debug:" are ignored when comparing the output with the expected output.

Educational simulation

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