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WillowScript (.ws) is a proposed, not-yet-implemented language. Examples and library integrations here are illustrative design exercises, not verified runnable programs.

WillowScript Professional · Review nonnumeric stock values

Filter and order a result — Review and demonstrate

Filter and order a result: review and demonstrate.

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PART I

Warm-up

Reconnect with a useful idea before starting filter and order a result. In one or two sentences, describe the input, output or host boundary from the previous exercise that this lesson builds on. If you are arriving directly, skim the worked example first; there is no locked prerequisite.

A rough note is enough. You can revise it after the example.

PART II

Instruction & guided example

Review nonnumeric stock values

Rows contain numeric9, numeric10 and text “unknown.” The source gives no coercion rule.

Numeric9 passes and10 fails. The text row cannot be compared as a number without an explicit policy. Coercing unknown to zero can fabricate a low-stock warning; comparing strings can produce unrelated order. Record a data-quality outcome instead of guessing.

Write the intermediate states explicitly before proposing a code change. The example below remains an illustrative source anchor; this new case changes the inputs or the host requirement. WillowScript and these library services are proposed and unimplemented here. Treat new policies as supplied exercise contracts, and keep hand predictions distinct from native execution evidence.

Worked reasoning and supplied artifact

// PAPER FIXTURE — Review nonnumeric stock values
// Manual worked artifact; comments below are not executable source.
// INPUT / CONTRACT: Rows contain numeric9, numeric10 and text “unknown.” The source gives no coercion rule.
// DERIVATION / EXPECTED ARTIFACT: Numeric9 passes and10 fails. The text row cannot be compared as a number
// without an explicit policy. Coercing unknown to zero can fabricate a low-stock warning; comparing strings
// can produce unrelated order. Record a data-quality outcome instead of guessing.

Illustrative example from the proposed WillowScript design. The language and WUIX/WMATH/WDB/WAUDIO/WTMP services are not implemented in the supplied source. This site has no interpreter, VM or native host and does not execute or certify the snippet.

Walk through the example, one line at a time
  1. // PAPER FIXTURE — Review nonnumeric stock values

    This comment explains intent for a reader. It is not an operation and should not be counted as an executed result.

  2. // Manual worked artifact; comments below are not executable source.

    This comment explains intent for a reader. It is not an operation and should not be counted as an executed result.

  3. // INPUT / CONTRACT: Rows contain numeric9, numeric10 and text “unknown.” The source gives no coercion rule.

    This comment explains intent for a reader. It is not an operation and should not be counted as an executed result.

  4. // DERIVATION / EXPECTED ARTIFACT: Numeric9 passes and10 fails. The text row cannot be compared as a number

    This comment explains intent for a reader. It is not an operation and should not be counted as an executed result.

  5. // without an explicit policy. Coercing unknown to zero can fabricate a low-stock warning; comparing strings

    This comment explains intent for a reader. It is not an operation and should not be counted as an executed result.

  6. // can produce unrelated order. Record a data-quality outcome instead of guessing.

    This comment explains intent for a reader. It is not an operation and should not be counted as an executed result.

Try the guided change

Reconstruct the supplied worked case first: list its inputs, intermediate decisions and final artifact. Compare each row with the explanation and identify exactly where the rejected alternative fails. Then use the changed inputs in Part IV for independent work.

  • Write the supplied inputs and initial state before following the example.
  • Reconstruct each intermediate calculation or host decision, then compare with the worked artifact.
  • Explain why the contrasting alternative fails before attempting the changed inputs in Part IV.

PART III

Take a breather

Step back after the guided example. Look away from the screen, stretch, or reread your prediction. This is an optional learning pause, not a timer or an assessment gate.

When you return, try to name the lesson’s key idea without copying its wording. If that feels difficult, return to Part II and trace one line rather than restarting the entire lesson.

Your drafts remain here. Continue whenever you are ready.

PART IV

Independent practice

Project context: Inventory review workspace. Build a small, understandable change around filter and order a result.

Propose reject-row and reject-query contracts and trace all three rows under each.

What to produce

Propose reject-row and reject-query contracts and trace all three rows under each.

  • State the intended behavior in a sentence before editing.
  • Use only source-backed syntax and the host services whose contract you have been given.
  • Record a normal case and a boundary or unavailable-resource case.
  • Label hand predictions separately from anything actually measured in a supplied toolchain.

Syntax colors are a reading aid, not a compiler. The line you are editing stays uncolored until you move to a different line; capitalization is never changed. Drafts stay on this browser and code is not executed.

Need a hint?

Numeric9 passes and10 fails. The text row cannot be compared as a number without an explicit policy. Coercing unknown to zero can fabricate a low-stock warning; comparing strings can produce unrelated order. Record a data-quality outcome instead of guessing.

The tempting answer “Yes; unknown means empty” does not satisfy this case. Numeric9 passes and10 fails. The text row cannot be compared as a number without an explicit policy. Coercing unknown to zero can fabricate a low-stock warning; comparing strings can produce unrelated order. Record a data-quality outcome instead of guessing.

Original learning-path task and reference

In a classroom scheduling assistant, demonstrate filter and order a result. Submit source, acceptance cases, and an explanation proving the section objective. Include .ws source and a host-resource contract; compare at least one normal case and one edge case.

import wdb;
domain Inventory {
    const lowStock = wdb.query({
        from: products,
        select: [id, name, stock],
        where: [[ stock < 10 ]],
        order: { by: stock, direction: ascending }
    });
}

Where the original task needs a host API that is not supplied here, write the contract and predictions. Do not invent a runtime result.

PART V

Self-check

Use this check to notice what to revisit. It does not award a private course grade, block another page or claim to verify compiled code. Every answer has a learning explanation.

Can unknown silently become stock0?

You may keep exploring even if you are unsure. Use the hint, compare the trace, and revise your explanation.

PART VI

Recap & small task

Bring the idea back to the mod feature you are building. A useful recap connects the mechanism to a decision you can make in your own code.

  • Review nonnumeric stock values
  • Rows contain numeric9, numeric10 and text “unknown.” The source gives no coercion rule.
  • Separate source-backed behavior, host requirements and untested predictions.

One small recap task

Change one input in this case and state which intermediate state or calculation must be recomputed. Explain why “Yes; unknown means empty” is not justified.

This marks your personal practice record only. It is not a certification or an official workspace assessment.

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