sc2reader
zephyrus-sc2-parser
| sc2reader | zephyrus-sc2-parser | |
|---|---|---|
| 2 | 6 | |
| 136 | 37 | |
| 0.0% | - | |
| 6.3 | 0.0 | |
| 4 months ago | 12 months ago | |
| Python | Python | |
| MIT License | MIT License |
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sc2reader
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Tools for analyzing the meta: build play rate, build win rate and build trees
There is the sc2reader parser which has been around for a while, and I also have a Python parser.
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Is there a way to extract game data for analysis?
Yep. That's MPQ archives, like about everything Blizzard did back then. There is a Python library for that.
zephyrus-sc2-parser
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Show HN: Rust nom parsing Starcraft2 Replays into Arrow for Polars data analysis
This is insanely cool! Very impressed you managed to implement a full parser in Rust.
I implemented a basic one in Rust a while back: https://github.com/ZephyrBlu/rust-parser
And a full one in Python with a few bells and whistles ages ago: https://github.com/ZephyrBlu/zephyrus-sc2-parser
Don't maintain either of them though :(, and the Rust one is super rough.
SC2 is a very interesting area for data analysis, but at the same time I found it very challenging. There is so much nuance and inconsistency across games it can be really hard to do accurately do things like categorize builds or measure build timings.
The area I ended up focusing on was builds, and I feel like I did some interesting stuff there: https://sc2.gg/reports/top-openings-2022/.
I found personal statistics less interesting than aggregate statistics. Even pro games are very volatile, ladder games even more so. Extremely hard to get reliable signal out of them if you're trying to track things across games. Even simple things like Collection Rate are poor indicators without significant categorization work (Matchup, build, opponent build, etc).
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Tools for analyzing the meta: build play rate, build win rate and build trees
There is the sc2reader parser which has been around for a while, and I also have a Python parser.
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Predicting Match Win Probability using Game Statistics
Check out this guy's work, he tracks a lot of details. https://app.zephyrus.gg/login https://github.com/ZephyrBlu/zephyrus-sc2-parser
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How to get first job as swe: two cents from an "experienced" FANG engineer
This is one of the projects I've been working on for over a year: https://github.com/ZephyrBlu/zephyrus-sc2-parser.
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I Will Be Your Personal SC2 Analyst for $10
I love analyzing SC2. I wrote my own replay parser, I created a replay analysis site (FYI this is an old video) and I regularly post graphics of stats/analyses such as:
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Statistics about IEM Katowice 2021
This is the parser: https://github.com/ZephyrBlu/zephyrus-sc2-parser
What are some alternatives?
sharpy-sc2 - Python framework for rapid development of Starcraft 2 AI bots
s2protocol-rs - Starcraft 2 Protocol Replay Reader
sc2-pulse - The fastest and most reliable ranked ladder tracker for StarCraft2 (Spring Boot app)
mpq - Decoder/parser of Blizzard's MPQ archive file format
rust-parser
pdx-tools - View maps, graphs, and tables of your save and compete in a casual, evergreen leaderboard of EU4 achievement speed runs. Upload and share your save with the world.
s2prot - Decoder/parser of Blizzard's StarCraft II replay file format (*.SC2Replay)
SimpleDating - Open-source, free-to-use, non-profit dating application.
rust - Empowering everyone to build reliable and efficient software.
flyctl - Command line tools for fly.io services
Tims-PackageServer - Lightweight Package Server for WoltLab Community Framework
astro - The web framework for content-driven websites. ⭐️ Star to support our work!