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Digital · Guided lesson

Implement binary search

About 22 minutes · 4 reading + 18 practice and checks
Time includes reading, practice, and questions. Extra videos or further study are optional.
See this course’s project requirements

A tested Python catalog search with linear and binary methods, comparison counts, sortedness checks and a justified method choice.

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 three-case lookup contract with results 5,-1,-1.
  • A linear-search trace with six and seven comparisons.
  • A sortedness rule and two-step interval trace.
  • A terminating binary-search implementation and boundary trace.
  • A cost comparison distinguishing lookup from total work.
  • A checked algorithm-comparison packet with honest measurement limits.

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.
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Before you begin

The idea in everyday life

Read the supplied binary implementation. It uses integer middle=(low+high)//2 and returns -1 after the loop.

The idea

An inclusive interval is empty when low>high. Updating beyond the tested middle guarantees progress; retaining the same middle can produce an infinite loop.

Follow along

Implement binary search — original worked practice

An inclusive interval is empty when low>high. Updating beyond the tested middle guarantees progress; retaining the same middle can produce an infinite loop.

Read the supplied binary implementation. It uses integer middle=(low+high)//2 and returns -1 after the loop.

  1. 1. Step 1

    Run or trace target 52.

    You should see: The function returns index 5.

    This keeps the rule and its observable result together.

  2. 2. Step 2

    Trace missing 30: middle 31, then 18, then 25.

    You should see: After 25 is too small, low 3 exceeds high 2.

    This keeps the rule and its observable result together.

  3. 3. Step 3

    Check a one-value catalog [8] with targets 8 and 9.

    You should see: The results are 0 and -1.

    This keeps the rule and its observable result together.

  4. 4. Step 4

    Record why middle+1 and middle-1 are required.

    You should see: A terminating binary-search implementation and boundary trace.

    This keeps the rule and its observable result together.

Now change one thing

In a separate trace search target 5 in ascending [2,4,6,8]. The first midpoint is index 1 (value 4); after discarding it the next is index 2 (value 6). Enter the final low index after the absent lookup terminates.

Your work

What to finish

A terminating binary-search implementation and boundary trace.

Common mistake

Watch for this

Counting only midpoint probes while omitting the implemented sorted-input validation pass.

How can I tell I understand it?

Explain and demonstrate the required distinction: An inclusive interval is empty when low>high. Updating beyond the tested middle guarantees progress; retaining the same middle can produce an infinite loop. 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.

1When is the inclusive interval empty?
2For missing 30, what does the function return?
3Which update can fail to make progress when middle is too small?
0 of 3 answeredApply the lesson to a short question, then review the explanation.
4
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.

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Sources and further reading

Explore the references behind this lesson.

docs.python.org — bisect.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 — data structures.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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