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Digital · Guided lesson

Test repeatable and failed runs

About 26 minutes · 4 reading + 22 practice and checks
Time includes reading, practice, and questions. Extra videos or further study are optional.
See this course’s project requirements

A local command-line converter that validates fictional attendance CSV, writes JSON to a chosen output and reports rejected rows without altering input.

Keep your working files in your own notebook or software. Save a private description, checklist, and work link in My Proof.

What to include

  • A converter contract with two accepted and two rejected records.
  • A CSV-to-typed-record trace with invalid-value evidence.
  • A failure report distinguishing rejected rows from failed runs.
  • A checked JSON output with 2 accepted and 2 rejected entries.
  • A reusable command contract and a missing-argument test.
  • A repeatable local CSV converter with failure and preservation evidence.

Review and revise

Use these criteria to check your work and choose what to improve.

  • The implementation or declared simulation follows the supplied contract and retains inspectable original inputs.
  • Normal, boundary and rejected cases are recorded with expected versus observed results.
  • The changed case has a correct explanation and does not rely on hidden state.
  • The project includes source, outputs, instructions and honest tool, privacy and verification limits.
Open the full course project
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Before you begin

The idea in everyday life

Use the supplied 4 rows, a changed D,0 row, a wrong-header fixture and a missing-input path. Keep all files within a fresh practice folder.

The idea

Repeatability includes unchanged input, correct regenerated output and declared failures. Running twice is useful only if the second output is actually compared and hidden state is excluded.

Follow along

Test repeatable and failed runs — original worked practice

Repeatability includes unchanged input, correct regenerated output and declared failures. Running twice is useful only if the second output is actually compared and hidden state is excluded.

Use the supplied 4 rows, a changed D,0 row, a wrong-header fixture and a missing-input path. Keep all files within a fresh practice folder.

  1. 1. Step 1

    Convert baseline twice to two fresh outputs.

    You should see: Both parsed results match 2 accepted and 2 rejected.

    This keeps the rule and its observable result together.

  2. 2. Step 2

    Add D, 0 in a separate changed input.

    You should see: Three accepted and two rejected records.

    This keeps the rule and its observable result together.

  3. 3. Step 3

    Try the same input/output path and wrong headers.

    You should see: Both fail without replacing the input.

    This keeps the rule and its observable result together.

  4. 4. Step 4

    Package the tool, fixtures, output and four-case run record.

    You should see: A repeatable local CSV converter with failure and preservation evidence.

    This keeps the rule and its observable result together.

Now change one thing

The changed fixture adds D,0 and E,20 to baseline. Enter accepted count.

Your work

What to finish

A repeatable local CSV converter with failure and preservation evidence.

Common mistake

Watch for this

Calling a repeated run reproducible without comparing accepted records, rejected rows, and unchanged source bytes.

How can I tell I understand it?

Explain and demonstrate the required distinction: Repeatability includes unchanged input, correct regenerated output and declared failures. Running twice is useful only if the second output is actually compared and hidden state is excluded. Show a changed input and the expected result without weakening this contract.

Try 3 questions

Quick knowledge check

Answer all 3 questions. Get at least 2 right and the lesson completes automatically.

Not yet passed

You’ll get an explanation for each answer. Signed in? Your results save to your account.

1Which observation demonstrates repeatability?
2Which failure guards input preservation?
3Which data belongs in this practice?
0 of 3 answeredApply the lesson to a short question, then review the explanation.
6
Finish this lesson

Pass the check. We’ll save the progress.

Answer all 3 questions above and get at least 2 right. You can review the explanations and try again.

Go to the knowledge check
Tools, templates, and lesson sources

Tools and templates

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Sources and further reading

Explore the references behind this lesson.

docs.python.org — csv.html
Source & access notes · checked 2026-10-01

Relevant documented module/API behavior inspected during expansion authoring; actual execution evidence is recorded separately. No grant eligibility is established.

Access: Official page retrieved with the web reader on 2026-10-01. Documentation reading does not certify execution in every native tool or browser.

Reuse: Original local practice files, fictional data, worked examples and questions. Concepts paraphrased and linked; source exercises are not copied.

docs.python.org — argparse.html
Source & access notes · checked 2026-10-01

Relevant documented module/API behavior inspected during expansion authoring; actual execution evidence is recorded separately. No grant eligibility is established.

Access: Official page retrieved with the web reader on 2026-10-01. Documentation reading does not certify execution in every native tool or browser.

Reuse: Original local practice files, fictional data, worked examples and questions. Concepts paraphrased and linked; source exercises are not copied.

docs.python.org — pathlib.html
Source & access notes · checked 2026-10-01

Relevant documented module/API behavior inspected during expansion authoring; actual execution evidence is recorded separately. No grant eligibility is established.

Access: Official page retrieved with the web reader on 2026-10-01. Documentation reading does not certify execution in every native tool or browser.

Reuse: Original local practice files, fictional data, worked examples and questions. Concepts paraphrased and linked; source exercises are not copied.

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