🔍 jsonlens

See the structure of any JSON instantly — without exposing sensitive data.

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🚀 Why jsonlens?

Working with APIs is painful:

• ❌ Huge JSON responses (1000+ lines)
• ❌ Deeply nested structures
• ❌ Sensitive data you cannot share

👉 jsonlens converts JSON into a clean, safe structure.

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✨ Features

• 🔐 Safe — no real values, only structure
• ❓ Optional fields detection (email?)
• 🔄 Type merging (int | str)
• 📦 List compression (... N more items)
• ⚡ Fast / Sample / Full modes

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📦 Installation

pip install jsonlens

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⚡ Basic Usage

from jsonlens import build_structure
import json

data = {
    "users": [
        {"id": 1, "name": "Alice"},
        {"id": 2, "name": "Bob", "email": "bob@mail.com"}
    ]
}

result = build_structure(data, mode="full")

print(json.dumps(result, indent=2))

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🧾 Output

{
  "users": [
    {
      "id": "int",
      "name": "str",
      "email?": "str"
    }
  ]
}

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🧠 Explanation

• email? → optional field (not present in all items)
• int | str → multiple possible types
• ... N more items → repeated structure compressed

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⚙️ Modes

build_structure(data, mode="fast")    # first item only
build_structure(data, mode="sample")  # few items
build_structure(data, mode="full")    # full scan

Mode	Description
fast	fastest, less accurate
sample	balanced
full	most accurate

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🔥 Example: Nested JSON

data = {
    "orders": [
        {
            "id": 1,
            "items": [{"name": "Laptop"}, {"name": "Mouse"}]
        },
        {
            "id": 2,
            "items": [{"name": "Keyboard"}]
        }
    ]
}

print(json.dumps(build_structure(data, mode="full"), indent=2))

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🧾 Output

{
  "orders": [
    {
      "id": "int",
      "items": [
        {
          "name": "str"
        },
        "... 1 more items (same structure)"
      ]
    },
    "... 1 more items (same structure)"
  ]
}

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🔐 Safe for AI Usage

Instead of sharing real API data:

❌ Original:

{
  "email": "user@gmail.com"
}

✅ With jsonlens:

{
  "email": "str"
}

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🤝 Contributing

1. Fork the repo
2. Create a branch
3. Make changes
4. Open a Pull Request

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⭐ Support

If you find this useful:

• ⭐ Star the repository
• Share with other developers

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🪪 License

MIT License