# JSON Tools RS
A high-performance Rust library for advanced JSON manipulation with SIMD-accelerated parsing, providing unified flattening and unflattening operations through a clean builder pattern API.
## Features
- **🚀 Unified API**: Single `JSONTools` entry point for both flattening and unflattening operations
- **🔧 Builder Pattern**: Fluent, chainable API for easy configuration and method chaining
- **⚡ High Performance**: SIMD-accelerated JSON parsing with FxHashMap optimization and reduced memory allocations
- **🎯 Complete Roundtrip Support**: Flatten JSON and unflatten it back to original structure with perfect fidelity
- **🧹 Comprehensive Filtering**: Remove empty strings, nulls, empty objects, and empty arrays
- **🔄 Advanced Replacements**: Support for literal and regex-based key/value replacements with collision handling
- **⚔️ Key Collision Handling**: Two strategies for handling key conflicts after transformations
- **Avoid Collisions**: Append index suffixes to make keys unique
- **Collect Values**: Merge colliding values into arrays with intelligent filtering
- **📦 Batch Processing**: Handle single JSON strings or arrays of JSON strings efficiently
- **🐍 Python Bindings**: Full Python support with perfect type matching (input type = output type)
- **🛡️ Type Safety**: Compile-time checked with comprehensive `JsonToolsError` enum and detailed error messages
- **🔥 Performance Optimizations**: FxHashMap for 15-30% faster operations, reduced string allocations, optimized SIMD parsing
## Quick Start
### Rust - Unified JSONTools API
The `JSONTools` struct provides a unified builder pattern API for all JSON manipulation operations. Simply call `.flatten()` or `.unflatten()` to set the operation mode, then chain configuration methods and call `.execute()`.
#### Basic Flattening
```rust
use json_tools_rs::{JSONTools, JsonOutput};
let json = r#"{"user": {"name": "John", "profile": {"age": 30, "city": "NYC"}}}"#;
let result = JSONTools::new()
.flatten()
.execute(json)?;
match result {
JsonOutput::Single(flattened) => println!("{}", flattened),
JsonOutput::Multiple(_) => unreachable!(),
}
// Output: {"user.name": "John", "user.profile.age": 30, "user.profile.city": "NYC"}
```
#### Advanced Flattening with Filtering
```rust
use json_tools_rs::{JSONTools, JsonOutput};
let json = r#"{"user": {"name": "John", "details": {"age": null, "city": ""}}}"#;
let result = JSONTools::new()
.flatten()
.separator("::")
.lowercase_keys(true)
.key_replacement("regex:(User|Admin)_", "")
.value_replacement("@example.com", "@company.org")
.remove_empty_strings(true)
.remove_nulls(true)
.remove_empty_objects(true)
.remove_empty_arrays(true)
.execute(json)?;
match result {
JsonOutput::Single(flattened) => println!("{}", flattened),
JsonOutput::Multiple(_) => unreachable!(),
}
// Output: {"user::name": "John"}
```
#### Basic Unflattening
```rust
use json_tools_rs::{JSONTools, JsonOutput};
let flattened = r#"{"user.name": "John", "user.profile.age": 30}"#;
let result = JSONTools::new()
.unflatten()
.execute(flattened)?;
match result {
JsonOutput::Single(unflattened) => println!("{}", unflattened),
JsonOutput::Multiple(_) => unreachable!(),
}
// Output: {"user": {"name": "John", "profile": {"age": 30}}}
```
#### Advanced Unflattening with Configuration
```rust
use json_tools_rs::{JSONTools, JsonOutput};
let flattened = r#"{"user::name": "John", "user::age": 30, "user::email": ""}"#;
let result = JSONTools::new()
.unflatten()
.separator("::")
.lowercase_keys(true)
.remove_empty_strings(true)
.remove_nulls(true)
.execute(flattened)?;
match result {
JsonOutput::Single(unflattened) => println!("{}", unflattened),
JsonOutput::Multiple(_) => unreachable!(),
}
// Output: {"user": {"name": "John", "age": 30}}
```
#### Perfect Roundtrip Support
```rust
use json_tools_rs::{JSONTools, JsonOutput};
let original = r#"{"user": {"name": "John", "age": 30}, "items": [1, 2, {"nested": "value"}]}"#;
// Flatten
let flattened = JSONTools::new().flatten().execute(original)?;
let flattened_str = match flattened {
JsonOutput::Single(s) => s,
JsonOutput::Multiple(_) => unreachable!(),
};
// Unflatten back to original structure
let restored = JSONTools::new().unflatten().execute(&flattened_str)?;
let restored_str = match restored {
JsonOutput::Single(s) => s,
JsonOutput::Multiple(_) => unreachable!(),
};
// Verify perfect roundtrip
assert_eq!(
serde_json::from_str::<serde_json::Value>(original)?,
serde_json::from_str::<serde_json::Value>(&restored_str)?
);
```
### Python - Unified JSONTools API
The Python bindings provide the same unified `JSONTools` API with perfect type matching: input type equals output type. This means `str` input gives `str` output, `dict` input gives `dict` output, and lists preserve their element types.
#### Basic Usage
```python
import json_tools_rs
# Basic flattening - dict input → dict output
tools = json_tools_rs.JSONTools().flatten()
result = tools.execute({"user": {"name": "John", "age": 30}})
print(result) # {'user.name': 'John', 'user.age': 30} (dict)
# Basic flattening - JSON string input → JSON string output
result = tools.execute('{"user": {"name": "John", "age": 30}}')
print(result) # '{"user.name": "John", "user.age": 30}' (str)
# Basic unflattening - dict input → dict output
tools = json_tools_rs.JSONTools().unflatten()
result = tools.execute({"user.name": "John", "user.age": 30})
print(result) # {'user': {'name': 'John', 'age': 30}} (dict)
```
#### Advanced Configuration
```python
import json_tools_rs
# Advanced flattening with filtering and transformations
tools = (json_tools_rs.JSONTools()
.flatten()
.separator("::")
.lowercase_keys(True)
.remove_empty_strings(True)
.remove_nulls(True)
.remove_empty_objects(True)
.remove_empty_arrays(True)
.key_replacement("regex:(User|Admin)_", "")
.value_replacement("@example.com", "@company.org"))
data = {"User_name": "John", "Admin_email": "john@example.com", "empty": "", "null_val": None}
result = tools.execute(data)
print(result) # {'name': 'John', 'email': 'john@company.org'} (dict)
# Advanced unflattening with same configuration options
tools = (json_tools_rs.JSONTools()
.unflatten()
.separator("::")
.lowercase_keys(True)
.remove_empty_strings(True)
.remove_nulls(True)
.key_replacement("prefix_", "user_")
.value_replacement("@company.org", "@example.com"))
flattened = {"PREFIX_NAME": "john", "PREFIX_EMAIL": "john@company.org", "empty": ""}
result = tools.execute(flattened)
print(result) # {'user': {'name': 'john', 'email': 'john@example.com'}} (dict)
```
#### Batch Processing with Type Preservation
```python
import json_tools_rs
tools = json_tools_rs.JSONTools().flatten()
# List[str] input → List[str] output
str_batch = ['{"a": {"b": 1}}', '{"c": {"d": 2}}']
results = tools.execute(str_batch)
print(results) # ['{"a.b": 1}', '{"c.d": 2}'] (list of strings)
# List[dict] input → List[dict] output
dict_batch = [{"a": {"b": 1}}, {"c": {"d": 2}}]
results = tools.execute(dict_batch)
print(results) # [{'a.b': 1}, {'c.d': 2}] (list of dicts)
# Mixed types are handled automatically
mixed_batch = ['{"a": 1}', {"b": {"c": 2}}]
results = tools.execute(mixed_batch)
print(results) # ['{"a": 1}', {'b.c': 2}] (preserves original types)
```
#### Perfect Roundtrip Support
```python
import json_tools_rs
# Perfect roundtrip with Python dicts
original = {"user": {"name": "John", "age": 30}, "items": [1, 2, {"nested": "value"}]}
# Flatten
flattened = json_tools_rs.JSONTools().flatten().execute(original)
print(f"Flattened: {flattened}")
# Unflatten back to original structure
restored = json_tools_rs.JSONTools().unflatten().execute(flattened)
print(f"Restored: {restored}")
# Verify perfect roundtrip
assert original == restored # Perfect roundtrip with dicts!
```
## Installation
### Rust
Add to your `Cargo.toml`:
```toml
[dependencies]
json-tools-rs = "0.2.0"
```
### Python
#### From PyPI (Recommended)
```bash
pip install json-tools-rs
```
#### Build from Source with Maturin
```bash
# Clone the repository
git clone https://github.com/amaye15/JSON-Tools-rs.git
cd JSON-Tools-rs
# Install maturin if you haven't already
pip install maturin
# Build and install the Python package
maturin develop --features python
# Or build a wheel for distribution
maturin build --features python --release
```
#### Development Setup
```bash
# For development with automatic rebuilds
maturin develop --features python
# Run Python examples
python python/examples/basic_usage.py
```
## Performance
JSON Tools RS delivers exceptional performance through multiple optimizations:
### Performance Optimizations
- **🔥 FxHashMap**: 15-30% faster string key operations compared to standard HashMap
- **⚡ SIMD JSON Parsing**: Optimized `simd-json` for faster parsing and serialization
- **🧠 Reduced Allocations**: ~50% fewer memory allocations through string reference optimization
- **🎯 Smart Capacity Management**: Pre-allocated HashMaps and string builders to eliminate rehashing
- **🔄 String Pooling**: Thread-local string pools for memory reuse
### Benchmark Results
Performance varies by workload complexity, but typical results include:
- **Basic flattening**: 2,000+ operations/ms
- **Advanced configuration**: 1,300+ operations/ms with filtering and transformations
- **Regex replacements**: 1,800+ operations/ms with pattern matching
- **Batch processing**: 1,900+ operations/ms for multiple JSON documents
- **Roundtrip operations**: 1,000+ flatten→unflatten cycles/ms
### Running Benchmarks
```bash
# Run comprehensive benchmarks
cargo bench
# Run specific benchmark suites
cargo bench flatten
cargo bench unflatten
cargo bench roundtrip
```
## API Reference
### JSONTools - Unified API
The `JSONTools` struct is the single entry point for all JSON manipulation operations. It provides a builder pattern API that works for both flattening and unflattening operations.
#### Core Methods
- **`JSONTools::new()`** - Create a new instance with default settings
- **`.flatten()`** - Configure for flattening operations
- **`.unflatten()`** - Configure for unflattening operations
- **`.execute(input)`** - Execute the configured operation
#### Configuration Methods
All configuration methods are available for both flattening and unflattening operations:
- **`.separator(sep: &str)`** - Set separator for nested keys (default: ".")
- **`.lowercase_keys(value: bool)`** - Convert all keys to lowercase
- **`.remove_empty_strings(value: bool)`** - Remove keys with empty string values
- **`.remove_nulls(value: bool)`** - Remove keys with null values
- **`.remove_empty_objects(value: bool)`** - Remove keys with empty object values
- **`.remove_empty_arrays(value: bool)`** - Remove keys with empty array values
- **`.key_replacement(find: &str, replace: &str)`** - Add key replacement pattern (supports regex with "regex:" prefix)
- **`.value_replacement(find: &str, replace: &str)`** - Add value replacement pattern (supports regex with "regex:" prefix)
#### Collision Handling Methods
- **`.handle_key_collision(value: bool)`** - Merge colliding values into arrays with intelligent filtering
- **`.avoid_key_collision(value: bool)`** - Append index suffixes to make keys unique
#### Input/Output Types
**Rust:**
- `&str` (JSON string) → `JsonOutput::Single(String)`
- `Vec<&str>` (JSON strings) → `JsonOutput::Multiple(Vec<String>)`
**Python:**
- `str` → `str` (JSON string)
- `dict` → `dict` (Python dictionary)
- `List[str]` → `List[str]` (list of JSON strings)
- `List[dict]` → `List[dict]` (list of Python dictionaries)
- Mixed lists preserve original types
### Error Handling
The library uses a comprehensive `JsonToolsError` enum that provides detailed error information and suggestions:
- **`JsonParseError`** - JSON parsing failures with syntax suggestions
- **`RegexError`** - Regex pattern compilation errors with pattern suggestions
- **`InvalidJsonStructure`** - Structure validation errors with format guidance
- **`ConfigurationError`** - API usage errors with correct usage examples
- **`BatchProcessingError`** - Batch operation errors with item-specific details
- **`SerializationError`** - JSON serialization failures with debugging information
Each error includes a helpful suggestion message to guide users toward the correct solution.
## Examples and Testing
### Running Examples
```bash
# Rust examples
cargo run --example basic_usage
# Python examples
python python/examples/basic_usage.py
python python/examples/examples.py
```
### Running Tests
```bash
# Run all Rust tests
cargo test
# Run tests with Python features
cargo test --features python
# Run Python tests (after building with maturin)
python -m pytest python/tests/
```
## Contributing
Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.
### Development Setup
1. Clone the repository
2. Install Rust (latest stable)
3. Install Python 3.8+ and maturin for Python bindings
4. Run tests to ensure everything works
## License
This project is licensed under either of
- Apache License, Version 2.0 ([LICENSE-APACHE](LICENSE-APACHE) or http://www.apache.org/licenses/LICENSE-2.0)
- MIT License ([LICENSE-MIT](LICENSE-MIT) or http://opensource.org/licenses/MIT)
at your option.
## Changelog
### v0.2.0
- Updated README with comprehensive documentation
- Improved API documentation and examples
- Enhanced Python bindings documentation
- Performance optimization details
- Complete error handling documentation
### v0.1.0
- Initial release with unified JSONTools API
- Complete flattening and unflattening support
- Advanced filtering and transformation capabilities
- Key collision handling strategies
- Python bindings with perfect type matching
- Performance optimizations (FxHashMap, SIMD parsing, reduced allocations)
- Comprehensive error handling with detailed suggestions
Raw data
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"description": "# JSON Tools RS\n\nA high-performance Rust library for advanced JSON manipulation with SIMD-accelerated parsing, providing unified flattening and unflattening operations through a clean builder pattern API.\n\n## Features\n\n- **\ud83d\ude80 Unified API**: Single `JSONTools` entry point for both flattening and unflattening operations\n- **\ud83d\udd27 Builder Pattern**: Fluent, chainable API for easy configuration and method chaining\n- **\u26a1 High Performance**: SIMD-accelerated JSON parsing with FxHashMap optimization and reduced memory allocations\n- **\ud83c\udfaf Complete Roundtrip Support**: Flatten JSON and unflatten it back to original structure with perfect fidelity\n- **\ud83e\uddf9 Comprehensive Filtering**: Remove empty strings, nulls, empty objects, and empty arrays\n- **\ud83d\udd04 Advanced Replacements**: Support for literal and regex-based key/value replacements with collision handling\n- **\u2694\ufe0f Key Collision Handling**: Two strategies for handling key conflicts after transformations\n - **Avoid Collisions**: Append index suffixes to make keys unique\n - **Collect Values**: Merge colliding values into arrays with intelligent filtering\n- **\ud83d\udce6 Batch Processing**: Handle single JSON strings or arrays of JSON strings efficiently\n- **\ud83d\udc0d Python Bindings**: Full Python support with perfect type matching (input type = output type)\n- **\ud83d\udee1\ufe0f Type Safety**: Compile-time checked with comprehensive `JsonToolsError` enum and detailed error messages\n- **\ud83d\udd25 Performance Optimizations**: FxHashMap for 15-30% faster operations, reduced string allocations, optimized SIMD parsing\n\n## Quick Start\n\n### Rust - Unified JSONTools API\n\nThe `JSONTools` struct provides a unified builder pattern API for all JSON manipulation operations. Simply call `.flatten()` or `.unflatten()` to set the operation mode, then chain configuration methods and call `.execute()`.\n\n#### Basic Flattening\n\n```rust\nuse json_tools_rs::{JSONTools, JsonOutput};\n\nlet json = r#\"{\"user\": {\"name\": \"John\", \"profile\": {\"age\": 30, \"city\": \"NYC\"}}}\"#;\nlet result = JSONTools::new()\n .flatten()\n .execute(json)?;\n\nmatch result {\n JsonOutput::Single(flattened) => println!(\"{}\", flattened),\n JsonOutput::Multiple(_) => unreachable!(),\n}\n// Output: {\"user.name\": \"John\", \"user.profile.age\": 30, \"user.profile.city\": \"NYC\"}\n```\n\n#### Advanced Flattening with Filtering\n\n```rust\nuse json_tools_rs::{JSONTools, JsonOutput};\n\nlet json = r#\"{\"user\": {\"name\": \"John\", \"details\": {\"age\": null, \"city\": \"\"}}}\"#;\nlet result = JSONTools::new()\n .flatten()\n .separator(\"::\")\n .lowercase_keys(true)\n .key_replacement(\"regex:(User|Admin)_\", \"\")\n .value_replacement(\"@example.com\", \"@company.org\")\n .remove_empty_strings(true)\n .remove_nulls(true)\n .remove_empty_objects(true)\n .remove_empty_arrays(true)\n .execute(json)?;\n\nmatch result {\n JsonOutput::Single(flattened) => println!(\"{}\", flattened),\n JsonOutput::Multiple(_) => unreachable!(),\n}\n// Output: {\"user::name\": \"John\"}\n```\n\n#### Basic Unflattening\n\n```rust\nuse json_tools_rs::{JSONTools, JsonOutput};\n\nlet flattened = r#\"{\"user.name\": \"John\", \"user.profile.age\": 30}\"#;\nlet result = JSONTools::new()\n .unflatten()\n .execute(flattened)?;\n\nmatch result {\n JsonOutput::Single(unflattened) => println!(\"{}\", unflattened),\n JsonOutput::Multiple(_) => unreachable!(),\n}\n// Output: {\"user\": {\"name\": \"John\", \"profile\": {\"age\": 30}}}\n```\n\n#### Advanced Unflattening with Configuration\n\n```rust\nuse json_tools_rs::{JSONTools, JsonOutput};\n\nlet flattened = r#\"{\"user::name\": \"John\", \"user::age\": 30, \"user::email\": \"\"}\"#;\nlet result = JSONTools::new()\n .unflatten()\n .separator(\"::\")\n .lowercase_keys(true)\n .remove_empty_strings(true)\n .remove_nulls(true)\n .execute(flattened)?;\n\nmatch result {\n JsonOutput::Single(unflattened) => println!(\"{}\", unflattened),\n JsonOutput::Multiple(_) => unreachable!(),\n}\n// Output: {\"user\": {\"name\": \"John\", \"age\": 30}}\n```\n\n#### Perfect Roundtrip Support\n\n```rust\nuse json_tools_rs::{JSONTools, JsonOutput};\n\nlet original = r#\"{\"user\": {\"name\": \"John\", \"age\": 30}, \"items\": [1, 2, {\"nested\": \"value\"}]}\"#;\n\n// Flatten\nlet flattened = JSONTools::new().flatten().execute(original)?;\nlet flattened_str = match flattened {\n JsonOutput::Single(s) => s,\n JsonOutput::Multiple(_) => unreachable!(),\n};\n\n// Unflatten back to original structure\nlet restored = JSONTools::new().unflatten().execute(&flattened_str)?;\nlet restored_str = match restored {\n JsonOutput::Single(s) => s,\n JsonOutput::Multiple(_) => unreachable!(),\n};\n\n// Verify perfect roundtrip\nassert_eq!(\n serde_json::from_str::<serde_json::Value>(original)?,\n serde_json::from_str::<serde_json::Value>(&restored_str)?\n);\n```\n\n\n### Python - Unified JSONTools API\n\nThe Python bindings provide the same unified `JSONTools` API with perfect type matching: input type equals output type. This means `str` input gives `str` output, `dict` input gives `dict` output, and lists preserve their element types.\n\n#### Basic Usage\n\n```python\nimport json_tools_rs\n\n# Basic flattening - dict input \u2192 dict output\ntools = json_tools_rs.JSONTools().flatten()\nresult = tools.execute({\"user\": {\"name\": \"John\", \"age\": 30}})\nprint(result) # {'user.name': 'John', 'user.age': 30} (dict)\n\n# Basic flattening - JSON string input \u2192 JSON string output\nresult = tools.execute('{\"user\": {\"name\": \"John\", \"age\": 30}}')\nprint(result) # '{\"user.name\": \"John\", \"user.age\": 30}' (str)\n\n# Basic unflattening - dict input \u2192 dict output\ntools = json_tools_rs.JSONTools().unflatten()\nresult = tools.execute({\"user.name\": \"John\", \"user.age\": 30})\nprint(result) # {'user': {'name': 'John', 'age': 30}} (dict)\n```\n\n#### Advanced Configuration\n\n```python\nimport json_tools_rs\n\n# Advanced flattening with filtering and transformations\ntools = (json_tools_rs.JSONTools()\n .flatten()\n .separator(\"::\")\n .lowercase_keys(True)\n .remove_empty_strings(True)\n .remove_nulls(True)\n .remove_empty_objects(True)\n .remove_empty_arrays(True)\n .key_replacement(\"regex:(User|Admin)_\", \"\")\n .value_replacement(\"@example.com\", \"@company.org\"))\n\ndata = {\"User_name\": \"John\", \"Admin_email\": \"john@example.com\", \"empty\": \"\", \"null_val\": None}\nresult = tools.execute(data)\nprint(result) # {'name': 'John', 'email': 'john@company.org'} (dict)\n\n# Advanced unflattening with same configuration options\ntools = (json_tools_rs.JSONTools()\n .unflatten()\n .separator(\"::\")\n .lowercase_keys(True)\n .remove_empty_strings(True)\n .remove_nulls(True)\n .key_replacement(\"prefix_\", \"user_\")\n .value_replacement(\"@company.org\", \"@example.com\"))\n\nflattened = {\"PREFIX_NAME\": \"john\", \"PREFIX_EMAIL\": \"john@company.org\", \"empty\": \"\"}\nresult = tools.execute(flattened)\nprint(result) # {'user': {'name': 'john', 'email': 'john@example.com'}} (dict)\n```\n\n#### Batch Processing with Type Preservation\n\n```python\nimport json_tools_rs\n\ntools = json_tools_rs.JSONTools().flatten()\n\n# List[str] input \u2192 List[str] output\nstr_batch = ['{\"a\": {\"b\": 1}}', '{\"c\": {\"d\": 2}}']\nresults = tools.execute(str_batch)\nprint(results) # ['{\"a.b\": 1}', '{\"c.d\": 2}'] (list of strings)\n\n# List[dict] input \u2192 List[dict] output\ndict_batch = [{\"a\": {\"b\": 1}}, {\"c\": {\"d\": 2}}]\nresults = tools.execute(dict_batch)\nprint(results) # [{'a.b': 1}, {'c.d': 2}] (list of dicts)\n\n# Mixed types are handled automatically\nmixed_batch = ['{\"a\": 1}', {\"b\": {\"c\": 2}}]\nresults = tools.execute(mixed_batch)\nprint(results) # ['{\"a\": 1}', {'b.c': 2}] (preserves original types)\n```\n\n#### Perfect Roundtrip Support\n\n```python\nimport json_tools_rs\n\n# Perfect roundtrip with Python dicts\noriginal = {\"user\": {\"name\": \"John\", \"age\": 30}, \"items\": [1, 2, {\"nested\": \"value\"}]}\n\n# Flatten\nflattened = json_tools_rs.JSONTools().flatten().execute(original)\nprint(f\"Flattened: {flattened}\")\n\n# Unflatten back to original structure\nrestored = json_tools_rs.JSONTools().unflatten().execute(flattened)\nprint(f\"Restored: {restored}\")\n\n# Verify perfect roundtrip\nassert original == restored # Perfect roundtrip with dicts!\n```\n\n## Installation\n\n### Rust\n\nAdd to your `Cargo.toml`:\n\n```toml\n[dependencies]\njson-tools-rs = \"0.2.0\"\n```\n\n### Python\n\n#### From PyPI (Recommended)\n\n```bash\npip install json-tools-rs\n```\n\n#### Build from Source with Maturin\n\n```bash\n# Clone the repository\ngit clone https://github.com/amaye15/JSON-Tools-rs.git\ncd JSON-Tools-rs\n\n# Install maturin if you haven't already\npip install maturin\n\n# Build and install the Python package\nmaturin develop --features python\n\n# Or build a wheel for distribution\nmaturin build --features python --release\n```\n\n#### Development Setup\n\n```bash\n# For development with automatic rebuilds\nmaturin develop --features python\n\n# Run Python examples\npython python/examples/basic_usage.py\n```\n\n## Performance\n\nJSON Tools RS delivers exceptional performance through multiple optimizations:\n\n### Performance Optimizations\n\n- **\ud83d\udd25 FxHashMap**: 15-30% faster string key operations compared to standard HashMap\n- **\u26a1 SIMD JSON Parsing**: Optimized `simd-json` for faster parsing and serialization\n- **\ud83e\udde0 Reduced Allocations**: ~50% fewer memory allocations through string reference optimization\n- **\ud83c\udfaf Smart Capacity Management**: Pre-allocated HashMaps and string builders to eliminate rehashing\n- **\ud83d\udd04 String Pooling**: Thread-local string pools for memory reuse\n\n### Benchmark Results\n\nPerformance varies by workload complexity, but typical results include:\n\n- **Basic flattening**: 2,000+ operations/ms\n- **Advanced configuration**: 1,300+ operations/ms with filtering and transformations\n- **Regex replacements**: 1,800+ operations/ms with pattern matching\n- **Batch processing**: 1,900+ operations/ms for multiple JSON documents\n- **Roundtrip operations**: 1,000+ flatten\u2192unflatten cycles/ms\n\n### Running Benchmarks\n\n```bash\n# Run comprehensive benchmarks\ncargo bench\n\n# Run specific benchmark suites\ncargo bench flatten\ncargo bench unflatten\ncargo bench roundtrip\n```\n\n## API Reference\n\n### JSONTools - Unified API\n\nThe `JSONTools` struct is the single entry point for all JSON manipulation operations. It provides a builder pattern API that works for both flattening and unflattening operations.\n\n#### Core Methods\n\n- **`JSONTools::new()`** - Create a new instance with default settings\n- **`.flatten()`** - Configure for flattening operations\n- **`.unflatten()`** - Configure for unflattening operations\n- **`.execute(input)`** - Execute the configured operation\n\n#### Configuration Methods\n\nAll configuration methods are available for both flattening and unflattening operations:\n\n- **`.separator(sep: &str)`** - Set separator for nested keys (default: \".\")\n- **`.lowercase_keys(value: bool)`** - Convert all keys to lowercase\n- **`.remove_empty_strings(value: bool)`** - Remove keys with empty string values\n- **`.remove_nulls(value: bool)`** - Remove keys with null values\n- **`.remove_empty_objects(value: bool)`** - Remove keys with empty object values\n- **`.remove_empty_arrays(value: bool)`** - Remove keys with empty array values\n- **`.key_replacement(find: &str, replace: &str)`** - Add key replacement pattern (supports regex with \"regex:\" prefix)\n- **`.value_replacement(find: &str, replace: &str)`** - Add value replacement pattern (supports regex with \"regex:\" prefix)\n\n#### Collision Handling Methods\n\n- **`.handle_key_collision(value: bool)`** - Merge colliding values into arrays with intelligent filtering\n- **`.avoid_key_collision(value: bool)`** - Append index suffixes to make keys unique\n\n#### Input/Output Types\n\n**Rust:**\n- `&str` (JSON string) \u2192 `JsonOutput::Single(String)`\n- `Vec<&str>` (JSON strings) \u2192 `JsonOutput::Multiple(Vec<String>)`\n\n**Python:**\n- `str` \u2192 `str` (JSON string)\n- `dict` \u2192 `dict` (Python dictionary)\n- `List[str]` \u2192 `List[str]` (list of JSON strings)\n- `List[dict]` \u2192 `List[dict]` (list of Python dictionaries)\n- Mixed lists preserve original types\n\n### Error Handling\n\nThe library uses a comprehensive `JsonToolsError` enum that provides detailed error information and suggestions:\n\n- **`JsonParseError`** - JSON parsing failures with syntax suggestions\n- **`RegexError`** - Regex pattern compilation errors with pattern suggestions\n- **`InvalidJsonStructure`** - Structure validation errors with format guidance\n- **`ConfigurationError`** - API usage errors with correct usage examples\n- **`BatchProcessingError`** - Batch operation errors with item-specific details\n- **`SerializationError`** - JSON serialization failures with debugging information\n\nEach error includes a helpful suggestion message to guide users toward the correct solution.\n\n## Examples and Testing\n\n### Running Examples\n\n```bash\n# Rust examples\ncargo run --example basic_usage\n\n# Python examples\npython python/examples/basic_usage.py\npython python/examples/examples.py\n```\n\n### Running Tests\n\n```bash\n# Run all Rust tests\ncargo test\n\n# Run tests with Python features\ncargo test --features python\n\n# Run Python tests (after building with maturin)\npython -m pytest python/tests/\n```\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.\n\n### Development Setup\n\n1. Clone the repository\n2. Install Rust (latest stable)\n3. Install Python 3.8+ and maturin for Python bindings\n4. Run tests to ensure everything works\n\n## License\n\nThis project is licensed under either of\n\n- Apache License, Version 2.0 ([LICENSE-APACHE](LICENSE-APACHE) or http://www.apache.org/licenses/LICENSE-2.0)\n- MIT License ([LICENSE-MIT](LICENSE-MIT) or http://opensource.org/licenses/MIT)\n\nat your option.\n\n## Changelog\n\n### v0.2.0\n- Updated README with comprehensive documentation\n- Improved API documentation and examples\n- Enhanced Python bindings documentation\n- Performance optimization details\n- Complete error handling documentation\n\n### v0.1.0\n- Initial release with unified JSONTools API\n- Complete flattening and unflattening support\n- Advanced filtering and transformation capabilities\n- Key collision handling strategies\n- Python bindings with perfect type matching\n- Performance optimizations (FxHashMap, SIMD parsing, reduced allocations)\n- Comprehensive error handling with detailed suggestions\n\n",
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