dataknobs-utils 1.2.12

Utility functions for dataknobs packages

dataknobs-utils

Utility functions for dataknobs packages.

Installation

pip install dataknobs-utils

Features

File Utilities

• File reading/writing with various formats (JSON, GZIP, etc.)
• Resource management
• Path utilities

Data Processing

• JSON utilities: Schema extraction, value traversal, data transformation
• Pandas utilities: DataFrame operations and transformations
• XML utilities: XML parsing and manipulation
• SQL utilities: Database connection and query helpers

Web & API

• Requests utilities: HTTP request helpers with retry logic
• Elasticsearch utilities: ES client helpers and query builders

System & Process

• System utilities: Environment variable management
• Subprocess utilities: Process execution helpers
• Stats utilities: Statistical calculations

Other

• LLM utilities: Utilities for working with language models
• Emoji utilities: Emoji processing and handling

Usage

from dataknobs_utils import json_utils, file_utils

# Read JSON file
data = json_utils.load_json_file("data.json")

# Extract nested values
value = json_utils.get_value(data, "path.to.nested[0].value")

# File operations
content = file_utils.read_text_file("example.txt")
file_utils.write_json_file("output.json", {"key": "value"})

Dependencies

This package depends on:

• dataknobs-common
• dataknobs-structures
• pandas, requests, psycopg2-binary, lxml, beautifulsoup4, json-stream, scikit-learn

License

See LICENSE file in the root repository.