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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 · Identify missing query symbols before claiming execution

Select fields without assuming hidden imports — Build the smallest useful slice

Select fields without assuming hidden imports: build the smallest useful slice.

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PART I

Warm-up

Reconnect with a useful idea before starting select fields without assuming hidden imports. 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

Identify missing query symbols before claiming execution

An exercise snippet imports wdb but names products and stock. The supplied host contract has not yet defined either symbol.

The import requests an API surface; it is not a definition of a particular collection or field. Trace dependencies: query engine API → authorized products handle → stock field representation → comparison rule. Until the host supplies these, the example is a contract sketch. Inventing a global products table would hide the missing integration boundary.

Use the supplied case as a paper design exercise. WillowScript and these library integrations are proposed and unimplemented here; no interpreter or native host has checked the example. Preserve the source API spellings, label new policies as exercise-host contracts, and distinguish a predicted result from measured execution.

Worked reasoning and supplied artifact

// PAPER FIXTURE — Identify missing query symbols before claiming execution
// Manual worked artifact; comments below are not executable source.
// INPUT / CONTRACT: An exercise snippet imports wdb but names products and stock. The supplied host
// contract has not yet defined either symbol.
// DERIVATION / EXPECTED ARTIFACT: The import requests an API surface; it is not a definition of a
// particular collection or field. Trace dependencies: query engine API → authorized products handle → stock
// field representation → comparison rule. Until the host supplies these, the example is a contract sketch.
// Inventing a global products table would hide the missing integration boundary.

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 — Identify missing query symbols before claiming execution

    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: An exercise snippet imports wdb but names products and stock. The supplied host

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

  4. // contract has not yet defined either symbol.

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

  5. // DERIVATION / EXPECTED ARTIFACT: The import requests an API surface; it is not a definition of a

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

  6. // particular collection or field. Trace dependencies: query engine API → authorized products handle → stock

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

  7. // field representation → comparison rule. Until the host supplies these, the example is a contract sketch.

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

  8. // Inventing a global products table would hide the missing integration boundary.

    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 select fields without assuming hidden imports.

Write a host-input checklist for inventory, sku and availableCount. Distinguish engine-provided operations from exercise-provided collection/field symbols.

What to produce

Write a host-input checklist for inventory, sku and availableCount. Distinguish engine-provided operations from exercise-provided collection/field symbols.

  • 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?

The source explicitly treats collection and field symbols as host inputs. Start by writing the distinct intermediate states or arithmetic before changing the source.

Yes; every collection becomes global is the tempting incorrect conclusion in this case. The source explicitly treats collection and field symbols as host inputs.

Original learning-path task and reference

In a small-shop operations tool, demonstrate select fields without assuming hidden imports. Create the smallest .ws integration that demonstrates the section contract. 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.

Does importing wdb alone supply products?

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.

  • Identify missing query symbols before claiming execution
  • An exercise snippet imports wdb but names products and stock. The supplied host contract has not yet defined either symbol.
  • Separate source-backed behavior, host requirements and untested predictions.

One small recap task

Explain why “Yes; every collection becomes global” fails for the supplied case, then give one changed input that would require revisiting your conclusion.

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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Export a private progress file to keep a copy, then import it on another browser when you want to move your work. Treat that file as your own writing; it can contain your practice drafts.