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Top 23 Python Parsing Projects
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Project mention: [DISCUSSION] What's your favorite Python library, and how has it helped you in your projects? | /r/pythonhelp | 2023-04-22
As for the most utilized and still loved library, that would probably be pydantic, it helps declaring types so convenient - be it dto's, models or just complex arguments - and plays nice with bunch of other libraries from it's own ecosystem.
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Project mention: IWTL how to find and delete old online accounts that I've forgotten about | /r/IWantToLearn | 2023-04-17
Maigret
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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Project mention: Using Openpyxl - keep min date, handle line breaks, handle duplicates | /r/learnpython | 2023-05-01
Here is an example for a single cell (I'm using the dateutil package to parse the strings):
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Look into "parser combinators" for building an interpreter. There's a few ones out there, but PyParsing is one I've seen around that looks pretty nifty.
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However, what you are trying to do has already been done. For collections look at velociraptor's offline collector https://github.com/Velocidex/velociraptor. For processing check out Log2Timeline (plaso) https://github.com/log2timeline/plaso.
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I encourage you to checkout the official benchmarks for more realistic and detailed examples, and, as always, YMMV.
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facexlib
FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.
# Install facexlib - https://github.com/xinntao/facexlib
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Check this for profiles: https://github.com/soxoj/socid-extractor
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FormatFuzzer
FormatFuzzer is a framework for high-efficiency, high-quality generation and parsing of binary inputs.
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Project mention: Learning Go as a Python Developer: The Good and the Bad | news.ycombinator.com | 2022-07-18
Similarly helpful, pytago is a source to source transpired for python to go
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Project mention: Need free/low-cost software that allows me to view the tags in a PDF. | /r/pdf | 2023-01-31
Maybe look at this?
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Whatsapp-Chat-Exporter
A customizable Android and iPhone WhatsApp database parser that will give you the history of your WhatsApp conversations in HTML and JSON. Android Backup Crypt12, Crypt14, Crypt15, and new schema supported.
Project mention: I am willing to pay hundreds of dollar to have my conversation with my parents on Whatsapp preserved, but there is no solution. No body other than me cares? | /r/DataHoarder | 2023-06-02Since you have the backup, this should be an option: https://github.com/KnugiHK/Whatsapp-Chat-Exporter
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tree-hugger
A light-weight, extendable, high level, universal code parser built on top of tree-sitter
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dataconf
Simple dataclasses configuration management for Python with hocon/json/yaml/properties/env-vars/dict/cli support.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-06-02.
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Index
What are some of the best open-source Parsing projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | pydantic | 13,891 |
| 2 | maigret | 8,561 |
| 3 | Maya | 3,381 |
| 4 | dateutil | 2,071 |
| 5 | pyparsing | 1,843 |
| 6 | plaso | 1,455 |
| 7 | pydantic-core | 937 |
| 8 | facexlib | 469 |
| 9 | socid-extractor | 436 |
| 10 | FormatFuzzer | 349 |
| 11 | pytago | 346 |
| 12 | funcparserlib | 316 |
| 13 | py-pdf-parser | 261 |
| 14 | wikitextparser | 230 |
| 15 | Whatsapp-Chat-Exporter | 229 |
| 16 | OpenSIEM-Logstash-Parsing | 155 |
| 17 | yacv | 129 |
| 18 | tree-hugger | 106 |
| 19 | arxiv-miner | 98 |
| 20 | htmldate | 72 |
| 21 | dataconf | 65 |
| 22 | Robinhood-1099-Parser | 57 |
| 23 | python-hslog | 49 |
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