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SnapOtter/tests/unit/features/feature-manifest.test.ts
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SnapOtterandGitHub fd39f66f46 fix(ai-bundles): lock the numpy-1.x ABI closure so the OCR bundle can't strand scipy (#437)
* fix(ai-bundles): lock the numpy-1.x ABI closure so the OCR bundle can't strand scipy

The OCR bundle installs paddleocr[doc-parser] 3.4, whose dependency closure drags
numpy 1.26.4 up to 2.5.1 and pulls scipy/scikit-learn/pandas wheels built against
the numpy 2.x ABI. build-bundle.sh re-pinned only numpy (basePackages), so those
numpy-2.x wheels stayed behind; the by-dir-name site-packages diff then shipped
them, and once merged onto the numpy==1.26.4 base they raise "numpy.dtype size
changed" on import.

Because the dispatcher pre-imports every ML library at startup and disables all AI
after 5 crashes in 60s, one stranded scipy takes down every AI tool, not just OCR
(observed on a CPU host: remove-background worked before the OCR bundle and broke
after). All-7 installs escaped it through last-writer-wins ordering; a subset
install did not, which is why it surfaced only intermittently.

Fix: add a manifest "constraints" list (numpy, scipy, scikit-learn, scikit-image,
pandas pinned to numpy-1.x-ABI versions) and apply it via PIP_CONSTRAINT to every
bundle pip install, so no bundle can pull a numpy-2.x wheel. paddleocr 3.4.1 still
resolves cleanly under the lock and the pinned stack imports without ABI error on
numpy 1.26.4 (validated on py3.12). Also import scipy/sklearn in the OCR path of
verify-bundle.sh so CI catches this class in isolation, and add a manifest
regression test.

Note: the published bundles must be rebuilt and republished (ai-bundles.yml) for
this to reach already-installed bases.

Claude-Session: https://claude.ai/code/session_01UvVCMNUBrgpghk8gye5gav

* chore(ai-bundles): sync OCR manifest sha256 to the rebuilt numpy-1.x bundles

Rebuilt the OCR bundle for both arches with the numpy-1.x-ABI constraints from
this PR and republished the tars to deepsafe/feature-bundles/v2.0.0, then updated
the baked manifest sha256 and sizes so installs verify against the fixed archives:

  amd64-gpu  5.93 GB  sha 2a00a3184f6a635f1fa9ae2a6517ad740a11f9e5ff58c098d2fd369a2bb1e16b
  arm64-cpu  1.98 GB  sha 6868c264069dcb74c6675c0b1f58dc1c9f60d9aa4459725e3dbde07a99a6a09a

Both tars ship scipy 1.12.0 / scikit-learn 1.4.2 / pandas 2.2.2 (numpy-1.x-ABI)
and zero numpy-2.x wheels, verified by listing the archive contents.

Stopgap note: these tars were built against the ghcr.io latest base (the 2.0.0
image is not published to GHCR), so they are not byte-identical to what the CI
build will produce. When ai-bundles.yml rebuilds at the 2.0.0 release, it will
mint fresh sha256 values and this manifest must be re-synced to them.

Claude-Session: https://claude.ai/code/session_01UvVCMNUBrgpghk8gye5gav
2026-07-05 11:52:27 +00:00

322 lines
12 KiB
TypeScript

import { readFileSync } from "node:fs";
import { join } from "node:path";
import { describe, expect, it } from "vitest";
const manifestPath = join(import.meta.dirname, "../../../docker/feature-manifest.json");
const manifest = JSON.parse(readFileSync(manifestPath, "utf-8"));
const bundles = manifest.bundles;
function getAllPackages(bundleId: string): string[] {
const bundle = bundles[bundleId];
const common = bundle.packages.common ?? [];
const amd64 = bundle.packages.amd64 ?? [];
const arm64 = bundle.packages.arm64 ?? [];
return [...common, ...amd64, ...arm64].map((p: string) => p.split(/[=<>!\s[]/)[0].toLowerCase());
}
function getBasePackages(): string[] {
return (manifest.basePackages ?? []).map((p: string) => p.split(/[=<>!\s[]/)[0].toLowerCase());
}
function bundleIncludesPackage(bundleId: string, pkg: string): boolean {
const all = [...getAllPackages(bundleId), ...getBasePackages()];
return all.some((p) => p === pkg.toLowerCase());
}
function archPackagesInclude(bundleId: string, arch: "amd64" | "arm64", pkg: string): boolean {
const archPkgs = (bundles[bundleId].packages[arch] ?? []).map((p: string) =>
p.split(/[=<>!\s[]/)[0].toLowerCase(),
);
return archPkgs.some((p: string) => p === pkg.toLowerCase());
}
describe("Feature manifest structure", () => {
it("manifest has valid version fields", () => {
expect(manifest.manifestVersion).toBe(2);
expect(manifest.pythonVersion).toBeDefined();
expect(manifest.basePackages).toBeInstanceOf(Array);
});
it("all 7 bundles are defined", () => {
expect(Object.keys(bundles)).toHaveLength(7);
expect(bundles["background-removal"]).toBeDefined();
expect(bundles["face-detection"]).toBeDefined();
expect(bundles["object-eraser-colorize"]).toBeDefined();
expect(bundles["upscale-enhance"]).toBeDefined();
expect(bundles["photo-restoration"]).toBeDefined();
expect(bundles.ocr).toBeDefined();
expect(bundles.transcription).toBeDefined();
});
it("every bundle has required fields", () => {
for (const [id, bundle] of Object.entries<Record<string, unknown>>(bundles)) {
expect(bundle.name, `${id} missing name`).toBeDefined();
expect(bundle.description, `${id} missing description`).toBeDefined();
expect(bundle.packages, `${id} missing packages`).toBeDefined();
expect(bundle.enablesTools, `${id} missing enablesTools`).toBeDefined();
const pkgs = bundle.packages as Record<string, unknown>;
expect(pkgs.common, `${id} missing packages.common`).toBeInstanceOf(Array);
expect(pkgs.amd64, `${id} missing packages.amd64`).toBeInstanceOf(Array);
expect(pkgs.arm64, `${id} missing packages.arm64`).toBeInstanceOf(Array);
}
});
it("every bundle has at least one enabled tool", () => {
for (const [id, bundle] of Object.entries<Record<string, unknown>>(bundles)) {
const tools = bundle.enablesTools as string[];
expect(tools.length, `${id} has no enabled tools`).toBeGreaterThan(0);
}
});
});
describe("Feature manifest: numpy-2.x-ABI closure lock (regression for OCR bundle strand)", () => {
// paddleocr[doc-parser] (OCR bundle) drags numpy 1.26.4 -> 2.5.1 and pulls
// scipy/scikit-learn/pandas wheels built against the numpy 2.x ABI. Re-pinning
// numpy alone leaves those stranded on the numpy==1.26.4 base, which the bundle
// diff ships, breaking rembg's scipy import (a dispatcher-wide AI outage) after
// a last-writer-wins merge. build-bundle.sh applies `constraints` to every pip
// install to keep the whole closure on numpy-1.x-ABI versions.
const constraints = (manifest.constraints ?? []) as string[];
it("manifest declares a non-empty constraints array", () => {
expect(manifest.constraints).toBeInstanceOf(Array);
expect(constraints.length).toBeGreaterThan(0);
});
it("constraints pin every numpy-2.x-closure package to an exact version", () => {
const pinned = new Map<string, string>();
for (const c of constraints) {
const m = c.match(/^([A-Za-z0-9_.-]+)==(.+)$/);
expect(m, `constraint "${c}" must be an exact ==pin`).not.toBeNull();
if (m) pinned.set(m[1].toLowerCase(), m[2]);
}
for (const pkg of ["numpy", "scipy", "scikit-learn", "scikit-image", "pandas"]) {
expect(pinned.has(pkg), `constraints must pin ${pkg} to a numpy-1.x-ABI version`).toBe(true);
}
});
it("constraints numpy matches basePackages numpy (single source of truth)", () => {
const cNumpy = constraints.find((c) => c.toLowerCase().startsWith("numpy=="));
const bNumpy = (manifest.basePackages as string[]).find((c) =>
c.toLowerCase().startsWith("numpy=="),
);
expect(cNumpy).toBeDefined();
expect(cNumpy).toBe(bNumpy);
});
});
describe("Feature manifest: mediapipe dependency (regression for #129)", () => {
it("upscale-enhance bundle includes mediapipe for amd64", () => {
expect(archPackagesInclude("upscale-enhance", "amd64", "mediapipe")).toBe(true);
});
it("upscale-enhance bundle includes mediapipe for arm64", () => {
expect(archPackagesInclude("upscale-enhance", "arm64", "mediapipe")).toBe(true);
});
});
describe("Feature manifest: bundle dependency completeness", () => {
const TOOL_REQUIRED_PACKAGES: Record<string, { bundle: string; requires: string[] }> = {
"enhance-faces": {
bundle: "upscale-enhance",
requires: ["mediapipe", "codeformer-pip", "realesrgan"],
},
"blur-faces": {
bundle: "face-detection",
requires: ["mediapipe"],
},
"red-eye-removal": {
bundle: "face-detection",
requires: ["mediapipe"],
},
"remove-background": {
bundle: "background-removal",
requires: ["rembg"],
},
"erase-object": {
bundle: "object-eraser-colorize",
requires: ["huggingface-hub"],
},
upscale: {
bundle: "upscale-enhance",
requires: ["realesrgan"],
},
"noise-removal": {
bundle: "upscale-enhance",
requires: ["einops"],
},
"restore-photo": {
bundle: "photo-restoration",
requires: ["mediapipe", "codeformer-pip", "realesrgan"],
},
ocr: {
bundle: "ocr",
requires: ["paddleocr"],
},
colorize: {
bundle: "object-eraser-colorize",
requires: ["huggingface-hub"],
},
};
for (const [toolId, { bundle, requires }] of Object.entries(TOOL_REQUIRED_PACKAGES)) {
for (const pkg of requires) {
it(`${bundle} bundle includes ${pkg} (needed by ${toolId})`, () => {
expect(
bundleIncludesPackage(bundle, pkg),
`Bundle "${bundle}" is missing "${pkg}" which is required by tool "${toolId}". ` +
`This will cause an ImportError at runtime when "${toolId}" is used.`,
).toBe(true);
});
}
}
});
describe("Feature manifest: mediapipe version consistency", () => {
const MEDIAPIPE_BUNDLES = [
"face-detection",
"background-removal",
"upscale-enhance",
"photo-restoration",
];
it("all bundles use the same mediapipe version for amd64", () => {
const versions: string[] = [];
for (const bundleId of MEDIAPIPE_BUNDLES) {
const amd64Pkgs = bundles[bundleId].packages.amd64 as string[];
const mp = amd64Pkgs.find((p: string) => p.startsWith("mediapipe"));
if (mp) versions.push(mp);
}
expect(versions.length).toBeGreaterThan(0);
expect(
new Set(versions).size,
`Inconsistent mediapipe versions on amd64: ${versions.join(", ")}`,
).toBe(1);
});
it("all bundles use the same mediapipe version for arm64", () => {
const versions: string[] = [];
for (const bundleId of MEDIAPIPE_BUNDLES) {
const arm64Pkgs = bundles[bundleId].packages.arm64 as string[];
const mp = arm64Pkgs.find((p: string) => p.startsWith("mediapipe"));
if (mp) versions.push(mp);
}
expect(versions.length).toBeGreaterThan(0);
expect(
new Set(versions).size,
`Inconsistent mediapipe versions on arm64: ${versions.join(", ")}`,
).toBe(1);
});
});
describe("Feature manifest: architecture parity", () => {
it("every bundle with amd64 packages has arm64 packages", () => {
for (const [id, bundle] of Object.entries<Record<string, unknown>>(bundles)) {
const pkgs = bundle.packages as Record<string, string[]>;
if (pkgs.amd64.length > 0) {
expect(pkgs.arm64.length, `${id} has amd64 packages but no arm64 packages`).toBeGreaterThan(
0,
);
}
}
});
it("mediapipe is present on both architectures when present on either", () => {
for (const [id, bundle] of Object.entries<Record<string, unknown>>(bundles)) {
const pkgs = bundle.packages as Record<string, string[]>;
const hasAmd64 = pkgs.amd64.some((p: string) => p.startsWith("mediapipe"));
const hasArm64 = pkgs.arm64.some((p: string) => p.startsWith("mediapipe"));
if (hasAmd64 || hasArm64) {
expect(hasAmd64, `${id}: mediapipe in arm64 but missing from amd64`).toBe(true);
expect(hasArm64, `${id}: mediapipe in amd64 but missing from arm64`).toBe(true);
}
}
});
});
describe("Feature manifest: enablesTools consistency with shared features", () => {
it("manifest enablesTools matches features.ts for each bundle", async () => {
const { FEATURE_BUNDLES } = await import("@snapotter/shared");
for (const [id, bundle] of Object.entries<Record<string, unknown>>(bundles)) {
const manifestTools = (bundle.enablesTools as string[]).sort();
const sharedTools = FEATURE_BUNDLES[id].enablesTools.sort();
expect(manifestTools, `${id}: manifest enablesTools diverges from features.ts`).toEqual(
sharedTools,
);
}
});
});
describe("Manifest v2 archive fields", () => {
const ARCH_VARIANTS = ["amd64-gpu", "arm64-cpu"] as const;
it("manifest version is 2", () => {
expect(manifest.manifestVersion).toBe(2);
});
it("has bundleRepo field", () => {
// Bundles are currently published to deepsafe/feature-bundles; the canonical
// snapotter/feature-bundles repo is restored later (see .github/workflows/ai-bundles.yml).
expect(manifest.bundleRepo).toBe("deepsafe/feature-bundles");
});
it("every bundle has archives with both arch variants", () => {
for (const [id, bundle] of Object.entries<Record<string, unknown>>(bundles)) {
const archives = bundle.archives as Record<string, unknown>;
expect(archives, `${id} missing archives`).toBeDefined();
for (const arch of ARCH_VARIANTS) {
expect(archives[arch], `${id} missing archives["${arch}"]`).toBeDefined();
}
}
});
it("each archive entry has file, sha256, compressedSize, extractedSize", () => {
for (const [id, bundle] of Object.entries<Record<string, unknown>>(bundles)) {
const archives = bundle.archives as Record<string, Record<string, unknown>>;
for (const arch of ARCH_VARIANTS) {
const entry = archives[arch];
expect(typeof entry.file, `${id}/${arch} file should be string`).toBe("string");
expect(entry.file as string, `${id}/${arch} file should end with .tar.gz`).toMatch(
/\.tar\.gz$/,
);
expect(typeof entry.sha256, `${id}/${arch} sha256 should be string`).toBe("string");
expect(entry.sha256 as string, `${id}/${arch} sha256 should be 64 hex chars`).toMatch(
/^[0-9a-f]{64}$/,
);
expect(typeof entry.compressedSize, `${id}/${arch} compressedSize should be number`).toBe(
"number",
);
expect(
entry.compressedSize as number,
`${id}/${arch} compressedSize should be > 0`,
).toBeGreaterThan(0);
expect(typeof entry.extractedSize, `${id}/${arch} extractedSize should be number`).toBe(
"number",
);
// extractedSize (uncompressed size) is a best-effort, informational field feeding
// only a conservative disk-space pre-check (install_feature.py). The build script
// does not always measure it, so 0 ("not yet measured") is valid. The sha256 and
// compressedSize fields above are integrity-critical and remain strictly validated.
expect(
entry.extractedSize as number,
`${id}/${arch} extractedSize should be >= 0`,
).toBeGreaterThanOrEqual(0);
}
}
});
it("archive file paths include version prefix", () => {
const version = manifest.imageVersion;
for (const [id, bundle] of Object.entries<Record<string, unknown>>(bundles)) {
const archives = bundle.archives as Record<string, Record<string, unknown>>;
for (const arch of ARCH_VARIANTS) {
expect(
archives[arch].file as string,
`${id}/${arch} file should include v${version}/`,
).toContain(`v${version}/`);
}
}
});
});