Micelio

Enterprise-grade SEO crawler built in Go. Single-binary CLI and web dashboard for technical SEO audits, content analysis, and internal link intelligence.

Quick Start

Download a binary (recommended)

Grab the latest release for your platform from the releases page — no build tools needed. Binaries are available for Linux (amd64/arm64), macOS (Intel/Apple Silicon), and Windows (amd64/arm64).

# macOS (Apple Silicon) example
curl -LO https://github.com/jlhernando/micelio-crawler/releases/latest/download/micelio-darwin-arm64
chmod +x micelio-darwin-arm64
mv micelio-darwin-arm64 /usr/local/bin/micelio

Note (macOS): binaries are unsigned. If Gatekeeper blocks the first run, clear the quarantine flag: xattr -d com.apple.quarantine /usr/local/bin/micelio.

Verify a download against the release's checksums.txt:

curl -LO https://github.com/jlhernando/micelio-crawler/releases/latest/download/checksums.txt
shasum -a 256 -c checksums.txt --ignore-missing

Once installed, the in-app updater keeps the binary current: it polls GitHub releases and verifies SHA256 checksums before applying an update.

Install from source

# Clone and build (includes dashboard)
git clone https://github.com/jlhernando/micelio-crawler.git
cd micelio-crawler
make build-with-dashboard

# Or install directly to $GOPATH/bin
make install

Docker

docker build -t micelio .                                   # add --build-arg WITH_CHROMIUM=true for JS rendering
docker run -p 3100:3100 -v micelio-data:/home/micelio/.micelio micelio
# Open http://localhost:3100

Run

# Crawl a site
micelio crawl https://example.com

# Launch web dashboard
micelio ui --port 3100
# Open http://localhost:3100

Prerequisites

Go 1.26+ for building
Node.js 20+ and npm for building the dashboard
Chrome/Chromium (optional) for JS rendering (--js flag)

Web Dashboard

The Svelte 5 dashboard is embedded in the Go binary via go:embed. No separate server needed.

Universe on a 10,000-page crawl: colour by depth or authority, search a page, and open its links and thumbnail.


New crawl: presets, scope, and 10+ config sections	Monitor: live status codes, response times, and recent pages
Site overview: headline metrics and crawl coverage	Issues: critical, warning, and info checks with page counts
Link Explorer: drill-down link graph with Depth, Authority, Hub, and PageRank modes	Treemap: directories sized by page count
Universe: 3D map of the link structure. Each page sits next to the page that links to it	Page detail: click a page to see its inlinks, outlinks, click path, and a thumbnail
Directory tree: loads one folder at a time, so it stays fast on 1M-page crawls	All Pages: filterable table with status, timing, weight, and titles

For a walkthrough of every screen, see the User Guide. Every CLI flag is listed in the CLI Reference. What changed in each version is in the Changelog.

Dashboard Pages

Page	Description
New Crawl	Configure and start crawls with 5 presets and 10+ config sections. User-agent dropdown with Chrome DevTools-inspired presets (Desktop, Mobile, Bots). Recent sites quick-start.
Monitor	Real-time progress via WebSocket — status codes, response times, error log, pause/resume/cancel, stop & analyze, per-pattern excluded URL counters
Results	Overview with crawl coverage (exclusion reasons with example URLs) and priority issues, plus tabs for Issues, Performance, Content, Links, Signals, AI Visibility, All Pages. Link Explorer (progressive drill-down graph), Universe (3D link-structure map with page search, metric colours and thumbnails), directory tree and treemap that load one folder at a time, anchor cloud. Template-based filtering with filtered stats and CSV export.
History	Crawl history with side-by-side diff comparison, active crawls sidebar, status filters
Diff	Side-by-side comparison with visibility, segments, lifecycle tracking, topic evolution, and cannibalization detection
Logs	Server log analysis — parallel multi-file processing with per-file aggregation, 6 formats (Apache, Nginx, CloudFront, Cloudflare, ALB/ELB, W3C/IIS), zero-alloc bot detection (100+ signatures), crawl budget/waste analysis, AI bot trends, heatmaps, log-to-crawl merge with 7-segment classification, per-phase timing
Schedules	Manage cron-scheduled crawls and view run history
Settings	Persistent settings (SQLite) — API keys, defaults, 6 config sections

CLI Commands

Command	Description
`crawl <url>`	Spider crawl with full SEO analysis
`list <file>`	Crawl URLs from a text file (one URL per line)
`sitemap <url...>`	Crawl all URLs from XML sitemaps
`head <file>`	HEAD-only crawl for status codes and headers
`robots-test <url>`	Test robots.txt rules for 21 bot signatures
`verify-bot <ip>`	Verify if IPs belong to known Google crawlers
`diff <old.jsonl> <new.jsonl>`	Compare two crawl outputs side by side
`generate-sitemap <file>`	Generate XML sitemap from JSONL crawl output
`schedule <url>`	Run crawls on a cron schedule with webhook notifications
`schedules`	List all scheduled crawls and their status
`logs <file1> [file2...]`	Analyze server access log files (multi-file, parallel, auto-detect format)
`gsc-auth`	OAuth2 flow for Google Search Console authentication
`build`	Rebuild and install micelio from source (`--skip-dashboard` for Go-only)
`ui`	Launch the web dashboard

crawl

The main command. Spider-crawls a website with full SEO analysis.

micelio crawl <url> [flags]

Core flags:

Flag	Default	Description
`-d, --depth`	10	Maximum crawl depth
`--max-pages`	1000	Maximum pages to crawl
`-c, --concurrency`	5	Concurrent requests
`--delay`	200	Delay between requests (ms)
`-u, --user-agent`	Micelio/1.0	User-Agent string
`-o, --output`	stdout	Output file path
`-f, --format`	jsonl	Output format (`jsonl` or `csv`)
`--no-robots`	false	Ignore robots.txt restrictions
`--allowed-domains`		Additional domains to crawl
`--include`		Include URL patterns (regex)
`--exclude`		Exclude URL patterns (regex)
`--proxy`		HTTP proxy URL
`--cookies`		Cookie string
`-H, --header`		Custom headers (`Name: Value`)
`--max-errors`	0	Stop after N errors (0 = unlimited)
`--timeout`	0	Stop after N seconds (0 = unlimited)
`--memlimit`		Soft memory limit (e.g. `2GiB`, `512MiB`)
`--db`		SQLite path for crawl persistence
`--no-db`	false	Disable automatic crawl database creation
`--resume`	false	Resume interrupted crawl (requires `--db`)
`--adaptive-rate`	false	Dynamically adjust request rate based on server feedback
`--stealth`	false	Mimic Chrome TLS/HTTP fingerprint to evade bot detection
`--tor-control-port`		Tor control port address for IP rotation (e.g. `127.0.0.1:9051`)
`--tor-password`		Tor control port password
`--tor-rotate`	0	Rotate Tor circuit every N requests (default 50)

Analysis flags:

Flag	Description
`--js`	Enable JS rendering with headless Chrome
`--render-block-resources`	Block images/fonts/analytics during JS rendering (default: true)
`--render-timeout`	JS render timeout in seconds (default: 30)
`--check-external`	Check external links for broken URLs
`--link-intelligence`	Internal link graph analysis (centrality, orphans, suggestions)
`--li-no-centrality`	Skip centrality computation (faster for large sites)
`--li-max-suggestions`	Max internal link suggestions (default 20)
`--show-blocked-internal`	Include robots-blocked internal URLs in output
`--ngrams`	N-gram frequency analysis (multilingual)
`--language`	Language for n-gram stopword filtering (default: `en`)
`--embeddings`	Semantic similarity via embeddings
`--embedding-provider`	Embedding provider (`openai` or `ollama`, default: `openai`)
`--embedding-model`	Embedding model name
`--embedding-key`	Embedding API key
`--similarity-threshold`	Similarity threshold for embeddings (default: 0.9)
`--page-weight`	Analyze page weight (HEAD requests for resource sizes)
`--full-page-weight`	Include per-resource detail (default: aggregate only)
`--sitemap-out`	Generate XML sitemap from crawled indexable pages
`--html`	Generate self-contained HTML report
`--html-open`	Auto-open HTML report in browser
`--full-anchors`	Include full anchor data in output

Integration flags:

Flag	Description
`--psi`	PageSpeed Insights per-page analysis
`--psi-key`	PSI API key
`--crux`	Chrome UX Report data enrichment
`--crux-key`	CrUX API key
`--crux-form-factor`	CrUX form factor (`PHONE`, `DESKTOP`, `ALL`)
`--gsc`	Google Search Console data
`--gsc-property`	GSC property URL
`--gsc-key-file`	Path to service account JSON
`--gsc-days`	GSC data lookback days (default: 90)
`--gsc-bq`	Use BigQuery bulk export (`project.dataset` format)
`--ga4`	Google Analytics 4 data
`--ga4-property`	GA4 property ID
`--ga4-key-file`	Path to service account JSON
`--ga4-days`	GA4 data lookback days (default: 90)
`--plausible`	Plausible Analytics data
`--plausible-site-id`	Plausible site ID
`--plausible-api-key`	Plausible API key
`--plausible-days`	Plausible data lookback days (default: 30)
`--plausible-host`	Custom Plausible host URL
`--ai-prompt`	AI per-page analysis prompt
`--ai-provider`	AI provider (`openai`, `anthropic`, `ollama`)
`--ai-model`	AI model name
`--ai-key`	AI API key

Custom extraction flags:

Flag	Description
`--extract`	CSS extraction (`name:selector`)
`--search`	Text or `/regex/` search in page source
`--snippet`	JS snippet file to run in headless Chrome (requires `--js`)
`--segment`	URL segment rule (`name:pattern`)

Examples

# Quick scan (depth 1, 100 pages)
micelio crawl https://example.com -d 1 --max-pages 100

# Full audit with all analysis
micelio crawl https://example.com --link-intelligence --ngrams --page-weight --check-external --html

# JS rendering with Chrome user-agent
micelio crawl https://example.com --js --max-pages 200 \
  -u "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36"

# Crawl with custom extraction
micelio crawl https://example.com \
  --extract "author:.author-name" \
  --search "out of stock" \
  --search "/price:\s*\$[\d,]+/"

# JS snippets (requires --js)
micelio crawl https://example.com --js \
  --snippet snippets/heading.js \
  --snippet snippets/audit-checks.js

# Multi-domain crawl
micelio crawl https://example.com --allowed-domains example.com,blog.example.com

# Resume interrupted crawl
micelio crawl https://example.com --db crawl.db
# If interrupted, resume with:
micelio crawl https://example.com --db crawl.db --resume

# Crawl with timeout and error limits
micelio crawl https://example.com --timeout 300 --max-errors 50

# Crawl with integrations
micelio crawl https://example.com --gsc --gsc-property "https://example.com/" --gsc-key-file sa.json

# Output as CSV
micelio crawl https://example.com -f csv -o crawl.csv

list

Crawl a predefined list of URLs (one per line).

micelio list urls.txt -c 10 --delay 100 -o results.jsonl

sitemap

Crawl all URLs found in XML sitemaps. Supports standard, news, video, and image extensions. Follows nested <sitemapindex> files and gzip-compressed sitemaps, and works when the sitemap is hosted on a different domain or CDN than the pages it lists (e.g. an S3-hosted sitemap). Crawls exactly the listed URLs — it does not spider out via on-page links.

micelio sitemap https://example.com/sitemap.xml
micelio sitemap https://example.com/sitemap.xml https://example.com/sitemap-news.xml -l 5000
# Sitemap hosted on a CDN, pages on the main domain:
micelio sitemap https://cdn.example.com/sitemaps/sitemap.xml

head

Lightweight HEAD-only crawl. Returns status codes, redirect chains, and response headers without downloading page bodies.

micelio head urls.txt -c 20 -o status-check.jsonl
micelio head urls.txt --csv -o status.csv

robots-test

Test robots.txt rules against 21 bot signatures including Googlebot, Google-Agent, Google-Extended, Bingbot, GPTBot, and more.

micelio robots-test https://example.com
micelio robots-test https://example.com --json
micelio robots-test https://example.com --agents "Googlebot,Bingbot,GPTBot" --url "/private,/api"

verify-bot

Verify if IP addresses belong to known Google crawlers. Checks against Google's official IP range JSON files (Googlebot, special crawlers, user-triggered fetchers including Google-Agent). IP ranges are cached locally for 24 hours.

micelio verify-bot 66.249.79.1
micelio verify-bot 66.249.79.1 192.168.1.1 --json

diff

Compare two JSONL crawl files to find added, removed, and changed pages.

micelio diff old-crawl.jsonl new-crawl.jsonl
micelio diff old.jsonl new.jsonl --html diff-report.html
micelio diff old.jsonl new.jsonl --json report.json --full

generate-sitemap

Generate an XML sitemap from a JSONL crawl output (only includes indexable 200-status pages).

micelio generate-sitemap crawl-output.jsonl -o sitemap.xml
micelio generate-sitemap crawl.jsonl --changefreq weekly --priority 0.8

schedule

Run automated crawls on a cron schedule with persistent state and optional webhook notifications.

# Daily crawl at 2 AM
micelio schedule https://example.com --cron "0 2 * * *" --link-intelligence --ngrams

# Weekly crawl with webhook
micelio schedule https://example.com --cron "@weekly" --webhook https://hooks.slack.com/...

# Limited runs
micelio schedule https://example.com --cron "@daily" --max-runs 7

schedules

List all active scheduled crawls and their status.

micelio schedules

import

Open a crawl made elsewhere (for example on a small cloud server) in the dashboard. Takes the crawl database or JSONL output (.jsonl, .gz, .zst) and runs the dashboard's analysis on this computer. See Crawl in the cloud.

# On the server: crawl only, one output file
micelio crawl https://example.com --max-pages 50000 --no-analysis --db-only --db example.db

# On your computer
scp server:example.db . && micelio import example.db --link-intelligence

You can also use History → Import crawl… in the dashboard.

ui

Launch the web dashboard.

micelio ui                          # Default port 3100
micelio ui --port 8080              # Custom port
micelio ui --host 0.0.0.0          # Bind to all interfaces
micelio ui --auth-token SECRET     # Require Bearer token for API (or MICELIO_AUTH_TOKEN env)

Custom Snippets

Run arbitrary JavaScript on each page using headless Chrome. Requires the --js flag.

micelio crawl https://example.com --js --snippet ./my-snippet.js

Snippet files contain raw JavaScript expressions (not ES modules). The return value is stored in crawl results under snippetResults keyed by filename.

// snippets/heading.js
document.querySelector('h1')?.textContent

// snippets/hero-data.js
({
  heading: document.querySelector('h1')?.textContent,
  heroImage: document.querySelector('.hero img')?.src,
  articleDate: document.querySelector('time')?.getAttribute('datetime'),
  wordCount: document.body.innerText.split(/\s+/).length
})

// snippets/audit-checks.js
({
  hasLazyImages: document.querySelectorAll('img[loading="lazy"]').length,
  hasCookieBanner: !!document.querySelector('[class*="cookie"], [id*="cookie"]'),
  externalScripts: [...document.querySelectorAll('script[src]')]
    .filter(s => !s.src.includes(location.hostname))
    .map(s => s.src)
})

Features

Crawl Controls

Pause, resume, and cancel crawls from the dashboard
Stop & analyze: graceful stop with full post-crawl analysis (link intelligence, signals, report)
Resume crawl after app restart with editable settings
Active crawls sidebar with quick switching between concurrent crawls

Server Log Analysis

Multi-file upload with streaming progress (drag-and-drop or file browser)
Auto-detection of 8 log formats: Apache Combined/CLF, Nginx, AWS CloudFront (TSV/CSV), Cloudflare (JSON), ALB/ELB, W3C/IIS
Bot detection with 100+ signatures across categories (search, AI training, AI search, social, SEO tools, monitoring)
Zero-allocation case-insensitive bot matching (no strings.ToLower() per line)
Crawl budget analysis: waste detection, redirect chains, error rate tracking
AI bot trend tracking: emergence of AI training and AI search bots over time
Heatmaps: 7-day x 24-hour bot activity matrix
Log-to-crawl merge with 7-segment classification (healthy, crawled-not-indexed, uncrawled-indexable, orphan-crawled, crawl-waste, redirect-waste, error-pages)
Anomaly detection using z-score analysis for traffic spikes
Bot IP verification against known crawler IP ranges
Per-URL bot/human hit breakdown with status filtering
Per-phase timing: upload, parse, and analysis durations tracked and displayed
High-performance pipeline (tested with 3 × 6.5GB files, 28M lines in 2.5 min — 303K lines/s):
- GC suppression during parsing (debug.SetGCPercent(-1)) — eliminates 58% GC overhead
- Zero-I/O parsing: all stats in memory, single sorted bulk INSERT after parse
- Per-job URL tables: instant deletion via DROP TABLE (was 8-10 min for 12.7M rows)
- Single aggregator with 65K-buffered channel from parallel parsers
- Pre-computed timestamp/hour/weekday in parallel parser goroutines
- Fast CSV parser bypassing encoding/csv for CloudFront exports
- 1MB scanner buffer, zero-alloc bot matching
- Async deletion with UI feedback (pulsing "deleting..." badge)
- pprof endpoints at /debug/pprof/ for CPU profiling and PGO builds

SEO Analysis

Title, meta description, H1, canonical, meta robots
Open Graph and Twitter Card validation
Schema.org/JSON-LD detection (including @graph expansion)
Hreflang validation with return link checks
Redirect chain tracking
Canonical validation (chains, loops, cross-domain)
Security headers (CSP, HSTS, X-Frame-Options)
Soft 404 detection
Conditional requests (ETag, Last-Modified)
JS rendering with DOM stability detection, resource blocking, and JS error collection
Render comparison (pre/post rendering diffs for title, canonical, H1, meta, links, word count)
Googlebot truncation risk detection: flags pages where uncompressed HTML exceeds Googlebot's 2MB fetch limit and identifies critical SEO elements (title, canonical, meta description, JSON-LD, h1, main/article, pagination, Open Graph, internal links) that fall beyond the cutoff

Link Intelligence

Graph Explorer: Progressive drill-down visualization — start from the homepage and expand one level at a time by clicking nodes. Instant load even on 700K+ page crawls (reads directly from SQLite, no full graph needed in memory). Breadcrumb navigation, server-side search, 4 color modes (Depth, Authority, Hub, PageRank), expand/collapse with ForceAtlas2 incremental layout. Coverage progress bar shows percentage explored vs total.
Universe: 3D map of the whole site placed by its internal links (three.js). Page search, colour by section/folder/template or by Depth, PageRank, Authority and Hub, page thumbnails, and progressive loading up to 1M+ pages. "Open in Explorer" jumps from a page to its neighbourhood in Graph Explorer.
Centrality scores (PageRank, authority, hub, betweenness, closeness)
Orphan page detection
Link suggestions based on semantic similarity
Dead-end and nofollow analysis

Content Analysis

N-gram extraction (multilingual: 11 languages + CJK)
Semantic embeddings with similarity detection
Text-to-code ratio, word count, readability
Simhash fingerprinting and duplicate detection
Template detection
Content signals: EEAT, content richness, AI readiness, passage readiness, topicality, freshness
SEO funnel (crawled, renderable, indexable, visible, active)

Performance

PageSpeed Insights integration
Chrome UX Report (CrUX) data
Page weight analysis (resource sizes via HEAD) with Googlebot 2MB truncation risk warnings
Uncompressed HTML body size tracking
Response time percentiles (p50, p90, p99)

Sitemap Support

Standard, news, video, image XML sitemaps
Dedicated sitemap crawl mode that crawls exactly the listed URLs (nested <sitemapindex> + gzip; supports sitemaps hosted on a different domain/CDN than their pages; no spidering)
Automatic sitemap discovery from robots.txt during spider crawls
Orphan page detection from sitemap-discovered URLs
Sitemap generation from crawl results

Robots.txt Testing

21 bot signatures (Googlebot, Google-Agent, Google-Extended, Bingbot, GPTBot, etc.)
Allow/block matrix, crawl-delay detection
Google crawler IP verification against official IP ranges (Googlebot, special crawlers, user-triggered fetchers)

Alerts

10 built-in alert rules (high error rate, low indexability, duplicate titles, orphan pages, etc.)
Webhook and Slack notifications

Anti-Bot Evasion

Stealth mode (Chrome TLS/HTTP fingerprint mimicry)
Tor proxy rotation for IP-based rate limit evasion
Browser-like headers (Accept, Sec-Fetch, referrer chain)
Cookie jar with persistent sessions
Random jitter on request timing

Integrations

Google Search Console (keywords, impressions, clicks, AI Overview visibility)
Google Analytics 4 (traffic metrics)
Plausible Analytics (sessions, conversions)
AI analysis (OpenAI, Anthropic, Ollama)
Proxy support (HTTP, HTTPS, SOCKS, Tor)

Output Formats

JSONL (default, streaming, with gzip/zstd compression)
CSV
Self-contained HTML report
XML sitemap

Architecture

Language: Go 1.26 (single binary, no CGO)
Frontend: Svelte 5 (runes), Tailwind CSS 4, Vite 6 — embedded via go:embed
Graph: Sigma.js 3 + graphology + ForceAtlas2 (Graph Explorer); three.js (Universe)
Server: net/http + gorilla/websocket
Storage: Pure Go SQLite (zombiezen.com/go/sqlite) for UI state, gzip/zstd compression
JS Rendering: chromedp (headless Chrome via DevTools Protocol)
Crawling: Goroutine pool with configurable concurrency, delay, depth, memory limits, adaptive rate limiting, pause/resume/cancel, stop & analyze
Anti-Bot: Chrome TLS fingerprint mimicry, Tor circuit rotation, browser-like headers

Project Structure

cmd/micelio/          Go CLI entry point + dashboard embed
internal/
  analysis/           PageRank, link intelligence, n-grams, embeddings, reporter
  browser/            Headless Chrome rendering (chromedp)
  crawler/            HTTP fetcher, queue, robots.txt, URL normalization, stealth, rate limiting
  extract/            HTML extraction (goquery), hreflang, schema, structured data
  integration/        PSI, CrUX, Plausible, GSC, GA4 clients
  report/             HTML report generator, diff comparison
  scheduler/          Cron scheduler with state persistence
  logs/               Server log parser, analyser, bot detection, multi-file merge
  server/             HTTP API, WebSocket, SQLite store, crawl manager
  storage/            JSONL/CSV output writers, crawl store for merged log×crawl pages
  types/              Shared types (PageData, CrawlConfig, CrawlStats)
  alerts/             Built-in alert rules with webhook/Slack notifications
  webhook/            HTTP webhook dispatch with retry
dashboard/            Svelte 5 web dashboard source
  src/routes/         Page components (Setup, Monitor, Results, History, Diff, Logs, LogResults, Schedules, Settings)
  src/lib/components/ UI components (GraphExplorer, UniverseGraph, PagesTable, etc.)
  src/workers/        Web Workers (graph-data, search, neighbor)
src/                  TypeScript crawler engine (original implementation)
docs/                 Specs and research docs
scripts/              Helper scripts
snippets/             Example JS snippet files

Build

# Full build (dashboard + Go binary)
make build-with-dashboard

# Go binary only (requires pre-built dashboard in cmd/micelio/dashboard/dist/)
make build

# Install to $GOPATH/bin
make install

# Build dashboard only
make build-dashboard

# Run tests
go test ./...

# Run benchmarks
make bench-short

# Lint
make lint

# Cross-compile for all platforms
make release
# Output: dist/micelio-{linux,darwin,windows}-{amd64,arm64}

# Sync binary to GOPATH + App bundle
make sync

# Build macOS .app bundle
make app

macOS App

Micelio can be packaged as a native macOS .app bundle that launches the web dashboard automatically.

# Build the .app bundle (includes dashboard + Go binary)
make app
# Output: dist/Micelio.app

# Double-click to launch, or run from terminal:
open dist/Micelio.app
# Opens http://localhost:3100 in your browser

Note: The app is unsigned. On first launch, go to System Settings > Privacy & Security and click Open Anyway, or run xattr -d com.apple.quarantine dist/Micelio.app from Terminal.

License

MIT

Name		Name	Last commit message	Last commit date
.github		.github
cmd/micelio		cmd/micelio
dashboard		dashboard
docs		docs
internal		internal
packaging/macos		packaging/macos
scripts		scripts
snippets		snippets
src		src
.dockerignore		.dockerignore
.gitignore		.gitignore
CHANGELOG.md		CHANGELOG.md
Dockerfile		Dockerfile
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
go.mod		go.mod
go.sum		go.sum
package-lock.json		package-lock.json
package.json		package.json
tsconfig.json		tsconfig.json
vitest.config.ts		vitest.config.ts

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