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sprint/iss
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# Issue #582 Verification — Parent-Epic Orchestration Slice
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# Issue #582 Verification — Parent-Epic Slice on Main
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**Date:** 2026-04-20
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**Status:** Slice already present on `main`; epic remains open for full archive consumption.
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Refs #582
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Closes #789
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## What #582 asked for
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## Purpose
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A single orchestration script that stitches the five Know Thy Father phases together
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into one reviewable plan — not a replacement for individual scripts, but a spine
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that future passes can run, resume, and verify.
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This document provides a durable, in-repo evidence trail confirming that the
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**repo-side parent-epic orchestration slice** for #582 is already implemented
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on `main` and fully tested.
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## What exists on `main`
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## What is implemented
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| Artifact | Path | Present |
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|----------|------|---------|
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| Epic pipeline runner | `scripts/know_thy_father/epic_pipeline.py` | ✅ |
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| Pipeline documentation | `docs/KNOW_THY_FATHER_MULTIMODAL_PIPELINE.md` | ✅ |
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| Phase 1 — Media Indexing | `scripts/know_thy_father/index_media.py` | ✅ |
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| Phase 2 — Multimodal Analysis | `scripts/twitter_archive/analyze_media.py` | ✅ |
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| Phase 3 — Holographic Synthesis | `scripts/know_thy_father/synthesize_kernels.py` | ✅ |
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| Phase 4 — Cross-Reference Audit | `scripts/know_thy_father/crossref_audit.py` | ✅ |
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| Phase 5 — Processing Log | `twitter-archive/know-thy-father/tracker.py` | ✅ |
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The epic's operational decomposition lives in:
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## Runner capabilities (all implemented)
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| Artifact | Path |
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|----------|------|
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| Runner script | `scripts/know_thy_father/epic_pipeline.py` |
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| Pipeline doc | `docs/KNOW_THY_FATHER_MULTIMODAL_PIPELINE.md` |
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| Pipeline tests | `tests/test_know_thy_father_pipeline.py` |
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| Index tests | `tests/test_know_thy_father_index.py` |
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| Synthesis tests | `tests/test_know_thy_father_synthesis.py` |
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| Crossref tests | `tests/test_know_thy_father_crossref.py` |
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| KTF tracker tests | `tests/twitter_archive/test_ktf_tracker.py` |
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| Analyze media tests | `tests/twitter_archive/test_analyze_media.py` |
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```bash
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# Print the orchestrated plan
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python3 scripts/know_thy_father/epic_pipeline.py
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Together these cover all five phases:
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# JSON status snapshot of scripts + known artifact paths
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python3 scripts/know_thy_father/epic_pipeline.py --status --json
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1. **Media Indexing** — `scripts/know_thy_father/index_media.py`
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2. **Multimodal Analysis** — `scripts/twitter_archive/analyze_media.py --batch 10`
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3. **Holographic Synthesis** — `scripts/know_thy_father/synthesize_kernels.py`
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4. **Cross-Reference Audit** — `scripts/know_thy_father/crossref_audit.py`
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5. **Processing Log** — `twitter-archive/know-thy-father/tracker.py report`
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# Execute one concrete step
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python3 scripts/know_thy_father/epic_pipeline.py --run-step phase2_multimodal_analysis --batch-size 10
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```
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## Why Refs #582, not Closes
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## Test coverage
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The **repo-side operational slice** is complete and tested. However, the parent
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epic (#582) itself remains open because:
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The following test suites confirm the orchestration slice is intact:
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- Full Twitter archive consumption (batch processing at scale) is not yet complete.
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- Downstream memory integration with the broader Timmy knowledge graph is pending.
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- `tests/test_know_thy_father_pipeline.py` — pipeline plan structure, status snapshot, doc presence
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- `tests/test_know_thy_father_index.py` — Phase 1 media indexing logic
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- `tests/test_know_thy_father_synthesis.py` — Phase 3 kernel synthesis
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- `tests/test_know_thy_father_crossref.py` — Phase 4 cross-reference audit
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- `tests/twitter_archive/test_ktf_tracker.py` — Phase 5 processing tracker
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- `tests/twitter_archive/test_analyze_media.py` — Phase 2 multimodal analysis
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Run all with:
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```bash
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python3 -m pytest tests/test_know_thy_father_pipeline.py tests/test_know_thy_father_index.py tests/test_know_thy_father_synthesis.py tests/test_know_thy_father_crossref.py tests/twitter_archive/test_ktf_tracker.py tests/twitter_archive/test_analyze_media.py -q
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```
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## Why Refs #582, not Closes #582
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The **repo-side orchestration slice** is fully implemented on `main`. However, the
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parent epic itself remains open because:
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1. The local Twitter archive has not been fully consumed through all five phases.
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2. Downstream memory/fact-store integration is not yet wired end-to-end.
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3. The processing log (`PROCESSING_LOG.md`) reflects halted progress that has not resumed.
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This PR adds durable verification evidence without overstating closure.
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Closing this verification document honestly acknowledges: the *orchestration
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wiring* is done; the *data throughput* is not.
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## Historical trail
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- Parent-epic PR that landed the orchestration slice: [closed on main]
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- This verification document: added by #789, superseded by this PR #790.
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- Parent epic: #582
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- Prior closed parent-epic PR: #789 (closed as superseded by this verification)
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- This PR/commit: provides the verification evidence trail
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## Linked issues
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## Verification commands
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- Refs #582 (parent epic — remains open)
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- Closes #789 (verification task — closed by this PR)
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```bash
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# 10 tests specific to this verification
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python3 -m pytest tests/test_issue_582_verification.py -q
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# 71 tests across the full KTF pipeline
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python3 -m pytest \
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tests/test_know_thy_father_pipeline.py \
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tests/test_know_thy_father_index.py \
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tests/test_know_thy_father_synthesis.py \
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tests/test_know_thy_father_crossref.py \
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tests/twitter_archive/test_ktf_tracker.py \
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tests/twitter_archive/test_analyze_media.py \
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-q
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```
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@@ -1,145 +1,130 @@
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"""Durable verification that the Issue #582 parent-epic orchestration slice exists on main.
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These tests confirm:
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1. The epic pipeline runner script is present and importable.
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2. The pipeline documentation is committed.
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3. All five phase scripts exist at their expected paths.
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4. The pipeline plan exposes the correct five phases in order.
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5. Each plan step references the correct underlying script.
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6. The status snapshot reports script_exists=True for all phases.
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7. The status snapshot includes expected artifact output paths.
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8. The runner can produce a JSON-serialisable plan.
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9. The runner can produce a JSON-serialisable status snapshot.
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10. The verification document itself is present.
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Refs #582. Closes #789.
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"""
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Verification tests proving the #582 parent-epic orchestration slice exists on main.
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import importlib.util
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import json
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import unittest
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These 10 tests form the durable evidence trail for issue #789 / #795.
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"""
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from pathlib import Path
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import importlib.util
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import unittest
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ROOT = Path(__file__).resolve().parent.parent
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EPIC_PIPELINE = ROOT / "scripts" / "know_thy_father" / "epic_pipeline.py"
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PIPELINE_SCRIPT = ROOT / "scripts" / "know_thy_father" / "epic_pipeline.py"
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PIPELINE_DOC = ROOT / "docs" / "KNOW_THY_FATHER_MULTIMODAL_PIPELINE.md"
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VERIFICATION_DOC = ROOT / "docs" / "issue-582-verification.md"
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EXPECTED_PHASES = [
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"phase1_media_indexing",
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"phase2_multimodal_analysis",
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"phase3_holographic_synthesis",
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"phase4_cross_reference_audit",
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"phase5_processing_log",
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REQUIRED_KTF_SCRIPTS = [
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"scripts/know_thy_father/index_media.py",
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"scripts/twitter_archive/analyze_media.py",
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"scripts/know_thy_father/synthesize_kernels.py",
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"scripts/know_thy_father/crossref_audit.py",
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]
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EXPECTED_SCRIPTS = {
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"phase1_media_indexing": "scripts/know_thy_father/index_media.py",
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"phase2_multimodal_analysis": "scripts/twitter_archive/analyze_media.py",
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"phase3_holographic_synthesis": "scripts/know_thy_father/synthesize_kernels.py",
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"phase4_cross_reference_audit": "scripts/know_thy_father/crossref_audit.py",
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"phase5_processing_log": "twitter-archive/know-thy-father/tracker.py",
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}
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EXPECTED_OUTPUTS = {
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"phase1_media_indexing": ["twitter-archive/know-thy-father/media_manifest.jsonl"],
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"phase3_holographic_synthesis": ["twitter-archive/knowledge/fathers_ledger.jsonl"],
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"phase5_processing_log": ["twitter-archive/know-thy-father/REPORT.md"],
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}
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REQUIRED_KTF_TESTS = [
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"tests/test_know_thy_father_pipeline.py",
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"tests/test_know_thy_father_index.py",
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"tests/test_know_thy_father_synthesis.py",
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"tests/test_know_thy_father_crossref.py",
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"tests/twitter_archive/test_ktf_tracker.py",
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"tests/twitter_archive/test_analyze_media.py",
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]
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def _load_epic_module():
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spec = importlib.util.spec_from_file_location("ktf_epic_pipeline", EPIC_PIPELINE)
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assert spec and spec.loader, "Cannot load epic_pipeline module spec"
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mod = importlib.util.module_from_spec(spec)
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spec.loader.exec_module(mod)
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return mod
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def load_module(path: Path, name: str):
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spec = importlib.util.spec_from_file_location(name, path)
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assert spec and spec.loader, f"cannot load {path}"
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module = importlib.util.module_from_spec(spec)
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spec.loader.exec_module(module)
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return module
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class TestIssue582Verification(unittest.TestCase):
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"""10-test suite proving the #582 orchestration slice is on main."""
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"""10 tests confirming #582 epic slice is on main."""
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# -- existence checks --------------------------------------------------
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# --- scripts exist ---
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def test_01_epic_pipeline_script_exists(self):
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"""The orchestration runner is committed."""
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self.assertTrue(EPIC_PIPELINE.exists(), f"missing {EPIC_PIPELINE.relative_to(ROOT)}")
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def test_01_epic_pipeline_runner_exists(self):
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"""The epic orchestration runner script is committed."""
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self.assertTrue(PIPELINE_SCRIPT.exists(), "epic_pipeline.py missing")
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def test_02_pipeline_documentation_exists(self):
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"""The multimodal pipeline doc is committed."""
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self.assertTrue(PIPELINE_DOC.exists(), "missing KNOW_THY_FATHER_MULTIMODAL_PIPELINE.md")
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def test_02_all_ktf_phase_scripts_exist(self):
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"""Each KTF phase script referenced by the runner is present."""
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for rel in REQUIRED_KTF_SCRIPTS:
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path = ROOT / rel
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self.assertTrue(path.exists(), f"{rel} missing")
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def test_03_all_phase_scripts_exist_on_disk(self):
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"""Every script referenced by the pipeline exists in the repo."""
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for phase_id, script_rel in EXPECTED_SCRIPTS.items():
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path = ROOT / script_rel
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self.assertTrue(path.exists(), f"{phase_id}: missing {script_rel}")
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# --- docs exist ---
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# -- plan structure ----------------------------------------------------
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def test_03_pipeline_doc_exists(self):
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"""The Know Thy Father multimodal pipeline doc is committed."""
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self.assertTrue(PIPELINE_DOC.exists(), "pipeline doc missing")
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def test_04_pipeline_plan_has_five_phases_in_order(self):
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mod = _load_epic_module()
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def test_04_verification_doc_exists(self):
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"""This verification document itself is committed."""
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self.assertTrue(VERIFICATION_DOC.exists(), "verification doc missing")
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def test_05_verification_doc_refs_582(self):
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"""Verification doc references parent epic #582."""
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text = VERIFICATION_DOC.read_text(encoding="utf-8")
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self.assertIn("#582", text)
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self.assertIn("#789", text)
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# --- runner functionality ---
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def test_06_runner_builds_five_phase_plan(self):
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"""build_pipeline_plan returns exactly five phases in order."""
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mod = load_module(PIPELINE_SCRIPT, "ktf_epic_pipeline")
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plan = mod.build_pipeline_plan(batch_size=10)
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ids = [step["id"] for step in plan]
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self.assertEqual(ids, EXPECTED_PHASES)
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phase_ids = [step["id"] for step in plan]
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self.assertEqual(phase_ids, [
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"phase1_media_indexing",
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"phase2_multimodal_analysis",
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"phase3_holographic_synthesis",
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"phase4_cross_reference_audit",
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"phase5_processing_log",
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])
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def test_05_plan_commands_reference_correct_scripts(self):
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mod = _load_epic_module()
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plan = mod.build_pipeline_plan(batch_size=10)
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for step in plan:
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expected_script = EXPECTED_SCRIPTS[step["id"]]
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self.assertIn(
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expected_script,
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step["command"],
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f"{step['id']} command missing {expected_script}",
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)
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# -- status snapshot ---------------------------------------------------
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def test_06_status_snapshot_all_scripts_exist(self):
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mod = _load_epic_module()
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def test_07_runner_status_snapshot_has_all_phases(self):
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"""build_status_snapshot reports all five phases."""
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mod = load_module(PIPELINE_SCRIPT, "ktf_epic_pipeline")
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status = mod.build_status_snapshot(ROOT)
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for phase_id in EXPECTED_PHASES:
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self.assertIn(phase_id, status)
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for phase_id in [
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"phase1_media_indexing",
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"phase2_multimodal_analysis",
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"phase3_holographic_synthesis",
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"phase4_cross_reference_audit",
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"phase5_processing_log",
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]:
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self.assertIn(phase_id, status, f"{phase_id} missing from status")
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def test_08_status_scripts_all_exist_on_disk(self):
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"""Every script reported by status snapshot actually exists."""
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mod = load_module(PIPELINE_SCRIPT, "ktf_epic_pipeline")
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status = mod.build_status_snapshot(ROOT)
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for phase_id, info in status.items():
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self.assertTrue(
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status[phase_id]["script_exists"],
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f"{phase_id} script_exists should be True",
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info.get("script_exists"),
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f"{phase_id} script {info.get('script')} not found on disk",
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)
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def test_07_status_snapshot_reports_expected_outputs(self):
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mod = _load_epic_module()
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status = mod.build_status_snapshot(ROOT)
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for phase_id, expected_paths in EXPECTED_OUTPUTS.items():
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actual_paths = [o["path"] for o in status[phase_id]["outputs"]]
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for p in expected_paths:
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self.assertIn(p, actual_paths, f"{phase_id} missing output path {p}")
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# --- test files exist ---
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# -- JSON serialisation ------------------------------------------------
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def test_09_all_ktf_test_files_exist(self):
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"""All six KTF test files are committed."""
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for rel in REQUIRED_KTF_TESTS:
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path = ROOT / rel
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self.assertTrue(path.exists(), f"{rel} missing")
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def test_08_plan_is_json_serialisable(self):
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mod = _load_epic_module()
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plan = mod.build_pipeline_plan(batch_size=10)
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dumped = json.dumps(plan)
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restored = json.loads(dumped)
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self.assertEqual(len(restored), 5)
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# --- pipeline doc content ---
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def test_09_status_snapshot_is_json_serialisable(self):
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mod = _load_epic_module()
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status = mod.build_status_snapshot(ROOT)
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dumped = json.dumps(status)
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restored = json.loads(dumped)
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for phase_id in EXPECTED_PHASES:
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self.assertIn(phase_id, restored)
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# -- verification doc --------------------------------------------------
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def test_10_verification_document_exists(self):
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"""This verification trail is committed."""
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self.assertTrue(
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VERIFICATION_DOC.exists(),
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"missing docs/issue-582-verification.md",
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)
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def test_10_pipeline_doc_has_all_five_phases(self):
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"""Pipeline doc names all five phases."""
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text = PIPELINE_DOC.read_text(encoding="utf-8")
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self.assertIn("Media Indexing", text)
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self.assertIn("Multimodal Analysis", text)
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self.assertIn("Holographic Synthesis", text)
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self.assertIn("Cross-Reference Audit", text)
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self.assertIn("Processing Log", text)
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if __name__ == "__main__":
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Reference in New Issue
Block a user