Interactively inspect or process JSON/JSONL data from pipe.
Project description
grepjson
Interactive JSON processor with built-in debugger
grepjson is a command-line tool designed to help developers interactively inspect and process JSON/JSONL data. It integrates Python's built-in pdb debugger, allowing you to explore JSON objects in real-time or execute custom Python snippets directly from the command line.
Features
- Interactive Debugging: Drop into a
pdbsession to inspect JSON objects interactively. - JSONL Support: Process JSON Lines (JSONL) format with ease.
- Custom Execution: Execute Python code snippets on JSON objects directly from the command line.
- Cross-Platform: Works on UNIX-like systems and Windows (with some limitations).
- Pipeline Integration: Seamlessly integrates with Unix pipelines and other CLI tools.
Installation
Install grepjson via pip:
pip install grepjson
Usage
Basic Usage
Parse a JSON file and enter an interactive debug session:
cat data.json | grepjson
In the debug session, access the parsed JSON object as obj:
(Pdb) print(obj['key'])
JSONL Support
Process a JSON Lines file and enter debug mode with all objects available as objs:
cat data.jsonl | grepjson --line
Or use a simple form:
cat data.jsonl | grepjson -l
Execute Code Snippets
Extract specific fields without entering debug mode:
cat data.json | grepjson --exec "print(obj['name'])"
Or use a simple form:
cat data.json | grepjson -x "print(obj['name'])"
Process each JSON object in a JSONL file:
cat data.jsonl | grepjson -l -x "print(obj['id'])"
Print Results
Automatically print the result of a code snippet:
cat data.json | grepjson -x "obj['value']" -p
Examples
Example 1: Interactive Debugging
echo '{"name": "Alice", "age": 30}' | grepjson
In the debug session:
(Pdb) print(obj['name'])
Alice
(Pdb) obj['age'] += 1
(Pdb) print(obj)
{'name': 'Alice', 'age': 31}
Example 2: JSONL Processing
echo -e '{"id": 1}\n{"id": 2}\n{"id": 3}' | grepjson -l -x "print(obj['id'])"
Output:
1
2
3
Example 3: Field Extraction
echo '{"name": "Bob", "details": {"age": 25}}' | grepjson -x "obj['details']['age']" -p
Output:
25
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