Casilian StudiosCASILIANMODDING SCHOOL

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

WillowScript Professional · Trace a reporting claim from source rows to artifact

Build the Professional final project — Discover and trace

Build the Professional final project: discover and trace.

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PART I

Warm-up

Reconnect with a useful idea before starting build the professional final project. 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

Trace a reporting claim from source rows to artifact

An operations report must explain where every claim came from. A complete reporting design states source data scope, transformation rules, numerical assumptions, UI behavior, optional notifications and retained artifacts. It also specifies denial, empty results, stale results, capacity pressure and unknown outcomes. Public review remains personal self-study, not private certification.

Authorized snapshot r110 contains (A,stock=2,unitCost=4), (B,stock=8,unitCost=3), (C,stock=12,unitCost=5). The report selects stock<10 and estimates value as stock×unitCost per selected row. Currency units and exact arithmetic are assumed for this paper case.

Build one audit trail from supplied rows to the final artifact. Each transition needs an owner and a justified result. Mark paper calculations, conceptual API usage and absent host guarantees clearly, then choose boundary cases that could actually falsify the design. Worked case: Select A and B. A value is 2×4=8; B value is 8×3=24; selected total is 32. C contributes nothing because it fails the filter. Final provenance names r110 and the threshold 10.

Compare the tempting alternative: Summing all source values before filtering includes C’s 60 and produces 92, which answers a different question.

Worked reasoning and supplied artifact

// Paper trace / supplied exercise-host contract; no execution claimed.
// Authorized snapshot r110 contains (A,stock=2,unitCost=4), (B,stock=8,unitCost=3), (C,stock=12,unitCost=5). The report selects stock<10 and estimates value as stock×unitCost per selected row. Currency units and exact arithmetic are assumed for this paper case.
// Select A and B. A value is 2×4=8; B value is 8×3=24; selected total is 32. C contributes nothing because it fails the filter. Final provenance names r110 and the threshold 10.

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 trace / supplied exercise-host contract; no execution claimed.

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

  2. // Authorized snapshot r110 contains (A,stock=2,unitCost=4), (B,stock=8,unitCost=3), (C,stock=12,unitCost=5). The report selects stock<10 and estimates value as stock×unitCost per selected row. Currency units and exact arithmetic are assumed for this paper case.

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

  3. // Select A and B. A value is 2×4=8; B value is 8×3=24; selected total is 32. C contributes nothing because it fails the filter. Final provenance names r110 and the threshold 10.

    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: Operations reporting utility. Build a small, understandable change around build the professional final project.

Produce a row selection/calculation table and final report summary. State which numerical assumptions a real host must confirm.

What to produce

A source-to-total derivation with provenance and unit labels.

  • 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?

Start with the specific transition in this case: Select A and B. A value is 2×4=8; B value is 8×3=24; selected total is 32. C contributes nothing because it fails the filter. Final provenance names r110 and the threshold 10.

Summing all source values before filtering includes C’s 60 and produces 92, which answers a different question.

Original learning-path task and reference

In a rhythm-game audio editor, demonstrate build the professional final project. Read the source-grounded example and predict its observable behavior before making changes. 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.

What total belongs to the selected rows?

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.

  • Trace a reporting claim from source rows to artifact
  • Produce a row selection/calculation table and final report summary. State which numerical assumptions a real host must confirm.
  • Separate source-backed behavior, host requirements and untested predictions.

One small recap task

Name the operation that must happen before including a row in the total.

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

Your practice, on this browser

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