Release v0.2.0 — pipeline overhaul + web UI follow-ups#53
Merged
RaghavChamadiya merged 5 commits intomainfrom Apr 7, 2026
Merged
Release v0.2.0 — pipeline overhaul + web UI follow-ups#53RaghavChamadiya merged 5 commits intomainfrom
RaghavChamadiya merged 5 commits intomainfrom
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…res, cost tracking, PR blast radius Adds 11 capabilities across the indexing pipeline, persistence layer, MCP tools, and CLI. MCP tool count is unchanged; new functionality is folded into existing tools (get_risk, get_overview, get_dead_code). Pipeline & generation - ProcessPool-based parsing with sequential fallback; ingestion and git stages now run concurrently via asyncio.gather - RAG-aware doc generation: dependency summaries are pre-fetched from the vector store and injected into the file_page prompt; pages generated in topological order so leaves are summarized before their dependents - Dynamic import hint extractors (Django INSTALLED_APPS/ROOT_URLCONF/ MIDDLEWARE/url include, pytest conftest fixtures, Node package.json exports + tsconfig path aliases) wired into GraphBuilder.add_dynamic_edges Persistence - AtomicStorageCoordinator with async transaction() context manager and health_check() spanning SQL, in-memory graph, and vector store - recompute_git_percentiles now uses a single SQL PERCENT_RANK() window function instead of in-memory Python ranking - New temporal_hotspot_score column on git_metadata, computed via exp decay (180-day half-life) and used as the primary percentile sort key - New llm_costs and security_findings tables; matching ORM models - vector_store.get_page_summary_by_path() on all three backends Cost tracking - CostTracker with per-call recording, persisted to llm_costs; pricing table covers Claude 4.6 family, GPT-4o, and Gemini 1.5/2.5/3.x variants - Wired into Anthropic, Gemini, OpenAI, and LiteLLM providers - Live USD column on the indexing progress bar - New `repowise costs` CLI grouping by operation/model/day Analysis - PRBlastRadiusAnalyzer: transitive ancestor BFS over graph_edges, co-change warnings, recommended reviewers by temporal ownership, test gaps, 0–10 overall risk score - SecurityScanner: pattern-based scan for eval/exec/pickle/raw SQL/ hardcoded secrets/weak hashes; persisted at index time MCP tool extensions - get_risk(changed_files=[...]) returns blast radius; per-file payload now includes test_gap and security_signals - get_overview returns knowledge_map with top owners, knowledge silos (>80% ownership), and onboarding targets - get_dead_code accepts min_confidence, include_internals, include_zombie_packages, no_unreachable, no_unused_exports CLI - `repowise dead-code` exposes the same sensitivity flags - `repowise doctor` adds a coordinator drift health check (Check #10) - `repowise costs` command registered Tests - test_models.py: expected table set updated to include llm_costs and security_findings; full suite green (757 passed, 9 skipped) - End-to-end validated against test-repos/microdot: 164 files ingested, 83 pages generated, 132 git_metadata rows with temporal hotspot score, 83 cost rows totaling $0.0258, 2 security findings, drift = 0
P0:
- Cost tracking: GET /api/repos/{id}/costs[/summary], /repos/[id]/costs page
with day/model/operation grouping, Recharts chart, sidebar nav.
- Hotspot table: temporal_hotspot_score in HotspotResponse, ordered by trend,
new sortable Trend column with flame indicator.
- Test gap: test_gap on GitMetadataResponse, "No tests" badge in wiki sidebar.
- Security findings: GET /api/repos/{id}/security router, SecurityPanel
client component on wiki page right sidebar.
P1:
- PR blast radius: POST /api/repos/{id}/blast-radius, interactive page with
risk score gauge, direct/transitive/co-change/reviewer/test-gap tables,
sidebar + mobile nav entry.
- Knowledge map: extracted compute_knowledge_map() service, REST endpoint,
3-column overview card (top owners / silos / onboarding targets).
- Coordinator drift: GET /api/repos/{id}/health/coordinator, System Health
card on settings page with color-coded status.
- Live cost on web progress: SSE stream now sums llm_costs since job start,
generation-progress component shows running cost with live indicator.
- coordinator._vector_count: fall back to list_page_ids() for LanceDB/Pg (was returning -1, surfaced as 0 in System Health → false 100% drift). - coordinator.health_check(): count graph_nodes from SQL when no in-memory GraphBuilder is supplied (the REST route does not have one). - Blast radius page: hotspot suggestion chips, 'Use top hotspots' prefill, Clear button, helper sentence — users no longer need to know paths.
- Bump version 0.1.31 → 0.2.0 across all four package files - Add CHANGELOG.md with full 0.2.0 entry (11 new capabilities, 8 new REST endpoints, 5 new web pages, 3 new migrations) - Remove temporary 'What's new' section from README; reflect new web UI pages (Costs, Blast Radius, Knowledge Map, System Health) in the Local dashboard table
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Summary
Bumps repowise from 0.1.31 → 0.2.0. Lands the full pipeline overhaul plus the P0+P1 web UI follow-ups in one release.
See CHANGELOG.md for the complete list. Highlights:
Pipeline & ingestion
PERCENT_RANK()window-function percentilesAnalysis & MCP
get_risk(changed_files=...))security_findingstable)get_overview(top owners, silos, onboarding targets)get_dead_codeMCP toolllm_coststable,repowise costsCLI, live progress)Web UI (8 new pages/sections, 5 new REST endpoints)
MCP tool surface unchanged — eight tools, all changes additive/optional.
Test plan
pytest tests/— 757 passed, 9 skippedrepowise initagainsttest-repos/microdot(107 pages, 132 git rows, 83 cost rows, 4 security findings, drift 0)v0.2.0to trigger PyPI publish workflow