Skip to main content

Detect encoding from CSV files and return the accepted case format for analytical tools (currently supports DuckDB)

Project description

codec_bridge

A Python utility library that bridges encoding mismatches between Python and DuckDB when reading raw CSV files.

🔍 Motivation

DuckDB recently introduced the encodings extension, supporting over a thousand character encodings. However, Python often detects encodings using a format or casing that DuckDB does not accept directly.

For example:

  • Python detects: ISO-8859-1
  • DuckDB expects: latin

This mismatch can break ingestion pipelines, especially when dealing with large volumes of raw CSV files from diverse sources. The goal of this library is to act as a bridge, translating Python-standard encoding names into DuckDB-compatible formats.

⚙️ Features

  • get_duckdb_encoding: Main method that maps Python encoding names to DuckDB-compatible formats.
  • 🔍 detect_encoding: Detects the encoding of a file using charset-normalizer.
  • 📌 detect_delimiter: Identifies the most likely delimiter used in a CSV file.
  • ✍️ write_utf8_csv: Rewrites a file to UTF-8 encoding when necessary.
  • 📦 process_files: Scans a directory of CSV files and returns metadata for each file.

📦 Installation

pip install codec_bridge

🔧 Requirements

This library depends on:

  • duckdb (>=1.3.2)
  • charset-normalizer (>=3.4.2)

These will be installed automatically when using pip install codec_bridge.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

codec_bridge-0.1.0.tar.gz (6.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

codec_bridge-0.1.0-py3-none-any.whl (8.5 kB view details)

Uploaded Python 3

File details

Details for the file codec_bridge-0.1.0.tar.gz.

File metadata

  • Download URL: codec_bridge-0.1.0.tar.gz
  • Upload date:
  • Size: 6.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.11.8

File hashes

Hashes for codec_bridge-0.1.0.tar.gz
Algorithm Hash digest
SHA256 7978b0e6f1bff83a3714344991097b1fcf3cf19a22d399aaab3bb7f25c0cb0cc
MD5 56d73826d4b27f5fab1b2c47e345ede1
BLAKE2b-256 485d11073be3f61623b3c622266e19d2231a11d92162848e9c8d7aee632c9731

See more details on using hashes here.

File details

Details for the file codec_bridge-0.1.0-py3-none-any.whl.

File metadata

  • Download URL: codec_bridge-0.1.0-py3-none-any.whl
  • Upload date:
  • Size: 8.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.11.8

File hashes

Hashes for codec_bridge-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 7797fce8515c3a61b9aa5697c2bbc28f2612547e126c03238dcf14ffbcd85c18
MD5 53292fb6ab6c093839cebedd00078c27
BLAKE2b-256 69eae452913408bf911feb4fc5aba0365df5181fd02cf9a20ecb37f1e158ae73

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page