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malloydata/publisher/malloy-publish

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PublishedOctober 30, 2026 at 07:49 PM
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name: malloy-publish description: Package Malloy models for serving by Malloy Publisher. Use when user asks to "publish", "package", "deploy", or wants to share models with others. metadata: version: "1.0.5"


<!-- Copyright (c) Credible Data Inc. SPDX-License-Identifier: MIT -->

Packaging Malloy models for Publisher

CRITICAL: Only package or prepare a release when the user explicitly asks. Making model changes, adding documentation, or building reports is NOT a publish request. Never auto-package after completing other tasks.

Publishing in open-source Publisher

Automated publishing is not part of the open-source Malloy Publisher tool surface yet. There is no publish tool to call from this skill. What this skill does is get a package into a publishable shape: a valid publisher.json, a flat layout, and the right files in the package root.

Once the package is in shape, self-hosters publish it through their own host: commit the package to git, then run the host's publish path (for example, the deploy step that points a Publisher server at the package directory or repository). The mechanics of that path depend on how the Publisher instance is deployed, so confirm with the user how their instance is served rather than assuming a hosted control plane.

Prerequisites

  • Malloy model (.malloy) and/or report (a .malloy file with an ## artifact tag) files ready
  • The Publisher MCP tools configured (used by the modeling and analysis skills, not by a publish step)

Connections: a flat-file package needs none

A package backed by data files (CSV/Parquet/XLSX/JSON) needs no `connections` entry at all in publisher.config.json: every loaded package automatically gets its own DuckDB sandbox connection named duckdb, which is what duckdb.table('data/file.csv') resolves against. That name is reserved: declaring an environment-level connection named duckdb fails the whole environment at init (name an env-level DuckDB connection something like shared_duckdb instead). See docs/connections.md.

Two more facts about how a Publisher server sees the package, both easy to get wrong:

  • A package `location` is treated as local only when it starts with `./`, `../`, `~/`, or `/`. A bare name like "spotify" is silently not local; write "./spotify".
  • Local authoring means `--watch-env`. Without --watch-env <env>, Publisher copies each local package into publisher_data/ at boot and serves the copy; edits to your source directory are never read, however many times you save. Start the server with --watch-env <env> (mounts the package in place and live-reloads), the same command skill:malloy-html-data-apps uses:

``sh npx @malloy-publisher/server --server_root . --port 4000 --watch-env <env> ``

Step 1: Verify publisher.json

Check if publisher.json exists in the package root. If it does, proceed to Step 2.

If it doesn't exist, create one. Suggest a package name based on the model content, write a brief description, and default to version 0.0.1.

json
{
"name": "package-name",
"version": "0.0.1",
"description": "Brief description of the package"
}

Naming conventions:

  • name: lowercase, hyphens allowed (e.g., ecommerce, sales-analytics)
  • version: semver format (e.g., 0.0.1, 1.2.3)

Curating discovery & the query boundary (optional)

A package with no index.malloy and no explores exposes everything: every model is listed and every source is directly queryable.

To curate, add an `index.malloy` at the package root. Publisher reads it as the package's published surface, so no manifest field is involved:

malloy
// index.malloy
import "order_analysis.malloy"
import "staging.malloy"
export { orders, customers }

What it exports is what agents discover and what may be queried. Everything else still compiles, and other models can import, join and extend it, but a direct query against it is refused with a 404. Where nothing in the model is gated, the 404 says the source is off the surface and how to publish it; where a gate is in play, it reads exactly like a source that does not exist. Reach for this when you have raw/staging/scaffolding sources that exist to build a curated entry point and you don't want agents landing on, or querying, them directly.

Address queries to the surface. Once a package has an index.malloy, .../models/staging.malloy/query is no longer a query entry point, even for a source that file declares itself. Use .../models/index.malloy/query. If you are debugging a refusal rather than authoring, skill:malloy-source-unreachable covers the three ways a source can be out of reach and how to tell them apart.

A surface can be layered. An index.malloy may front a file that fronts another. A source re-exported through a chain of files stays queryable through the surface at any depth, because admission follows the declaration rather than the path taken to it.

Curation hides a landing point, not a column. A published source may join an unpublished one, and a query grouping by a joined field returns that field's values normally. If a column must not be readable, do not join it into something you publish; gate it with #(authorize) instead.

Leaving a source out does not put it out of reach, but there is a condition. export { ... } also decides what an importing file may see, which is Malloy's rule rather than Publisher's. A file that declares no export hands an importer everything it declares, so an unpublished source stays importable and joinable from the file that declares it. A file that does declare one hands over exactly that list: importing a file whose export omits a source and then naming it fails to compile with Reference to undefined object. Put an export on a mid-layer file only when you mean to narrow what its importers can build on, not just what Publisher lists.

About `export { … }`: the surface filters which files are listed; export { … } (a Malloy statement) filters which sources within a file are exposed, and the two compose. You usually don't write it in a leaf model: a file with no export exposes all of its own top-level sources. It must appear after the definitions it names. See Malloy: Imports & Exports.

Givens reach callers through `index.malloy`'s imports, not its `export`. A given: is a name like a source. A caller can set it only if index.malloy has it in scope, and you never list givens in export { … }. How you import decides it:

  • import "orders.malloy" (the whole file) brings every given orders.malloy declares. Use this form, then export only the curated sources.
  • import { orders } from "orders.malloy" brings only orders. Its givens stay behind. Name them too: import { orders, REGION } from "orders.malloy".
  • Imports don't chain. If orders.malloy gets its givens from a givens.malloy, import givens.malloy into index.malloy as well, or list the givens in orders.malloy's own export { … }.

A given index.malloy leaves out fails in one of three ways, depending on how it is declared:

the givenwhat happens
has a defaultthe source runs on the default, and a caller who sets the given gets 400 unknown given 'REGION'. Model surfaces [...]. Agents never learn it exists
has no defaulta query on the source answers 400 ... references given MIN_AMT ..., which is not surfaced in this model and has no default, even when the caller sends a value. A query that joins the source in its own text gets 404 Query target is not queryable instead, which reads like curation; compile_model on that query shows the real cause
is read by an #(authorize) or #(access_filter) gatethe package does not load: $GROUPS references a given named GROUPS, which is not declared in this model

To check, fetch index.malloy's model: its givens should list every given a published source reads.

The older manifest fields

publisher.json has two older keys for this, explores and queryableSources. A new package uses neither: index.malloy does the job.

  • `explores` (string[]) is deprecated in every form. The files it lists are listed and queryable, and what they export is the surface, wherever they live. The one exception is a tagged report it lists, which reads the surface and adds nothing to it. A package that sets it gets a load-time warning naming the edit that replaces it. A surface spanning several files needs no explores: import them all into one index.malloy and export what you publish.

```malloy // index.malloy import "order_analysis.malloy" import "customer_health.malloy"

export { orders, customers, customer_health } ```

"explores": [] is deprecated too. It used to mean "do not curate". To publish everything now, rename or remove index.malloy, and point any file that imports it at the new name first: a broken import fails the whole package. An entry that doesn't resolve to a real .malloy file surfaces in exploresWarnings, and publishing a package that has any is rejected. When explores is set and does not list index.malloy, the index file is ignored, and a warning says so.

  • `queryableSources` ("declared" | "all") is deprecated too. "declared" is the default, so setting it does nothing and draws a warning. `"all"` has one use: hiding an #(authorize)-gated source from listings while authorized callers still query it by name. It keeps the listings index.malloy curates and leaves every source queryable by name. It needs no explores beside it and draws no warning. Leave it out unless you have that case.
Not access control. The surface gates the query surface (the query endpoints, REST and MCP alike), not compile and not raw file retrieval by exact path: /compile and compile_model are deliberately exempt, because compile is the authoring loop and the boundary is discovery curation. It doesn't restrict who may query, only what is queryable by name. Queryable sources are the union of every listed file's export {} closure, whichever listed model path a query addresses them through. To gate access by caller-supplied identity/role, use #(authorize) on the source (and #(access_filter) to scope rows), see skill:malloy-model § Access Control and docs/authorize.md. Discovery curation and these gates are independent layers.

The manifest also carries a scope field ("package" | "version", default "package") controlling whether persisted/materialized artifacts are shared across published versions or owned by a single version, and a materialization field configuring that persistence policy (a cron schedule or a freshness window). Both are unrelated to discovery curation; there is no per-source sharing or schedule field, that was retired in favor of the single package-level scope and materialization.

Step 2: Confirm the package layout

With a valid publisher.json in place, confirm the package is in the flat, publishable shape described below. There is no publish tool to call in open-source v1; hand the package off to the host's publish path (git plus the deploy step for your Publisher instance).

Package Structure

A flat layout at the package root is the simplest default, for models and reports alike. Subfolders work too: an import path resolves relative to the file that contains it, so import "../storefront.malloy" works from a file one directory down. No directory has a special meaning: a report is a report because of its ## artifact tag, wherever it sits.

<package-name>/
publisher.json
customers.malloy # Base source file
orders.malloy # Base source file
user_order_facts.malloy # Computed source
order_analysis.malloy # Source file (joins base sources)
customer_health.malloy # Source file
monthly_report.malloy # Report (optional): ## artifact { layout=linear … }

Publishable contents:

  • .malloy files - Semantic model definitions (base sources + joined sources)
  • Reports: .malloy files with an ## artifact { layout=linear … } or ## artifact { layout=grid … } tag, anywhere in the package (outside public/), written as tiles (see skill:malloy-reports). A linear tag with no tiles, the retired run:-cell form, is no report. The tag alone makes a file a report and sets its layout; the folder means nothing. An existing .malloynb is still served as a linear report; never write a new one.
  • Data files (CSV/Parquet/XLSX) - Embedded data published with package

Version Management

  • Treat each published version as immutable once it is served.
  • "Latest" determines the default version consumers resolve.
  • Keep older versions available so existing consumers keep working.
  • Bump the version in publisher.json when you cut a new release, or if a publish step rejects a version that already exists.

Workflow

  1. Verify publisher.json exists; if not, create it (suggest name from model content, default 0.0.1).
  2. Confirm the package layout: model and report files in the package root (or imported by relative path from wherever they sit), every report tagged with layout=, nothing a report needs under public/.
  3. Hand the package to the host's publish path (commit to git, then run the deploy step for your Publisher instance). If a version-already-exists conflict occurs, bump the patch version in publisher.json and retry.
  4. Confirm with the user how their package is served so they can verify it is reachable.

Common Issues

  • An import does not resolve (Can't find source X, or the file is not found): the path is read relative to the importing file, not the package root. Fix the path; do not move files.
  • Version already exists: Bump the patch version in publisher.json before re-publishing.

Done

Step complete. Output: package is in publishable shape (valid publisher.json, imports that resolve), ready for the host's publish path.

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