{"categories":[{"label":"Utilities","url":"https://skillfed.io/packages/category/utilities/6"}],"enrichment":{"capability":"Reads files line-by-line from end to beginning in a memory-efficient manner, supporting multiple encodings and line-ending formats.","skillfed_tags":["file-io","memory-efficient","log-processing"],"use_cases":["Extract the last N lines from a large log file without reading the entire file into memory.","Process recent entries in a time-series or append-only data file in reverse chronological order.","Tail a file backward for debugging or analysis workflows where you want to start from the end.","Iterate through a CSV or line-delimited JSON file in reverse without buffering the whole dataset.","Implement reverse-order file processing in resource-constrained environments or with very large files."],"what_it_does":"file_read_backwards provides a Python class that reads files from the end backward, one line at a time, without loading the entire file into memory. This is useful when you need to process a file in reverse order\u2014such as reading log files from the most recent entry backward, or extracting the last N lines efficiently. The package handles the memory-efficiency challenge by reading the file in chunks from the end and buffering only what's necessary.\n\nIt works as a context manager and supports iteration via both `for` loops and explicit `readline()` calls. The package handles ascii, latin-1, and utf-8 encodings, and correctly interprets all common line-ending styles (\\r, \\r\\n, \\n). It mimics Python's standard file object interface, making it a drop-in replacement for scenarios where reverse iteration is needed.","worth_installing":"Yes. The package solves a real problem\u2014efficient reverse file reading\u2014with zero dependencies, active maintenance, and broad Python version support. No known vulnerabilities. MIT license imposes no restrictions. Install it if you need to read files backward; skip it if you don't."},"id":"file-read-backwards","links":{"html":"https://skillfed.io/packages/file-read-backwards","md":"https://skillfed.io/packages/file-read-backwards.md","pypi":"https://pypi.org/project/file-read-backwards/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2025-04-21","license_spdx":null,"license_treatment":"permissive","name":"file-read-backwards","python_support":"unspecified","summary":"Memory efficient way of reading files line-by-line from the end of file"},"popularity":{"monthly_downloads":400928,"position":6932,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"3.2.0"}