lenslet 0.2.8

Lightweight image gallery server - no database, no files left behind

Lenslet

A lightweight image gallery server for fast visual triage. Point it at a directory or a Parquet table and browse instantly in your browser. Lenslet keeps the source images read-only and stores workspace state separately.

Introduction

Lenslet is a self-contained image gallery server designed for simplicity and speed. It indexes directories on-the-fly, generates thumbnails on demand, and serves everything through a clean web interface. Perfect for quickly browsing local image collections or large Parquet-backed datasets without modifying the source images.

Features

• Workspace-aware: Persists UI state (Smart Folders/views) and optional thumbnail cache under .lenslet/ (or <parquet>.lenslet.json)
• Read-only sources: Never writes into your image directories or S3 buckets
• Local + S3 + HTTP: Mix local files, s3:// URIs, and URLs with smart source parsing
• Metrics & filtering: Sort/filter by numeric metrics from Parquet (histograms + range brushing)
• Labels & export: Tag, rate, and annotate items, then export metadata as JSON or CSV
• Single command: Just point to a directory or Parquet file and go

Installation

pip install lenslet

Usage

Command Line Interface

lenslet /path/to/images

Then open the URL printed in the terminal (default http://127.0.0.1:7070, or the next available port).

Options:

lenslet <directory|table.parquet> [options]

Options:
  -p, --port PORT              Port to listen on (default: 7070; auto-increment if in use)
  -H, --host HOST              Host to bind to (default: 127.0.0.1)
  --thumb-size SIZE            Thumbnail short edge in pixels (default: 256)
  --thumb-quality QUALITY      Thumbnail WebP quality 1-100 (default: 70)
  --source-column NAME         Column to load image paths from in table mode
  --base-dir PATH              Base directory for resolving relative paths in table mode
  --cache-wh / --no-cache-wh   Cache width/height back into parquet (default: on)
  --skip-indexing / --no-skip-indexing
                               Skip probing image dimensions during table load (default: on)
  --thumb-cache / --no-thumb-cache
                               Cache thumbnails on disk when a workspace is available (default: on)
  --no-write                   Disable workspace writes (.lenslet/) for one-off sessions
  --reload                     Enable auto-reload for development
  --share                      Create a public share URL via cloudflared
  --verbose                    Show detailed server logs
  -v, --version                Show version and exit

Examples:

# Serve images from your Pictures folder
lenslet ~/Pictures

# Use a custom port
lenslet ~/Photos --port 8080

# Make accessible on local network
lenslet ~/Images --host 0.0.0.0 --port 7070

# Create a public share URL (prints a trycloudflare.com link)
lenslet ~/Images --share

# Start from a Parquet workspace (paths can be local, s3://, or https://)
lenslet /data/items.parquet --source-column image_path --base-dir /data

# Start from a folder containing items.parquet
lenslet /data/dataset --source-column image_path

Programmatic API (Python/Jupyter)

Launch lenslet directly from Python code or notebooks:

import lenslet

datasets = {
    "my_images": ["/path/to/img1.jpg", "/path/to/img2.jpg"],
    "more_images": [
        "s3://bucket/img3.jpg",           # S3 URIs
        "https://example.com/img4.jpg",   # HTTP/HTTPS URLs
    ],
}

# Launch in non-blocking mode (returns immediately)
lenslet.launch(datasets, blocking=False, port=7070)

Key Features:

• 🚀 Jupyter-friendly: Non-blocking mode for notebooks
• ☁️ S3 support: Automatically handles S3 URIs via presigned URLs
• 📁 Multiple datasets: Organize images into named collections
• 🔗 Mixed sources: Combine local files, S3 URIs, and HTTP URLs

See Programmatic API Documentation for details and examples.

Notes

• Workspace files: .lenslet/views.json stores Smart Folders; optional thumbnail cache lives under .lenslet/thumbs/
  • For Parquet, views live at <table>.lenslet.json and thumbs at <table>.cache/thumbs/
• Read-only sources: The server never writes into your image directories or S3 buckets
• Labels: Tags/notes/ratings are editable in the UI (session-only) and exportable as JSON/CSV
• No-write mode: Pass --no-write to keep the session fully ephemeral (no .lenslet/ or .lenslet.json)
• Formats: Supports JPEG, PNG, and WebP
• Hidden files: Files/folders starting with . are ignored

License

MIT License