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RFC.md

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## Motivation
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As tracking pipelines grow across football and other sports, the need for modularity, performance, and inter-package interoperability becomes critical. A growing number of open-source packages in football analytics are duplicating functionality across parsing, modeling, and data management. This [comparison spreadsheet](https://docs.google.com/spreadsheets/d/1sfkqxkmtmQkXmkHiuNz-kvBvTLL7UWpCHdLuxW4zAF4/edit?gid=0#gid=0) illustrates overlapping efforts across different research groups and tools. A shared container can reduce fragmentation and foster interoperability.
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As tracking pipelines grow across football and other sports, the need for modularity, performance, and inter-package interoperability becomes critical. A growing number of open-source packages in football analytics are duplicating functionality across parsing, modeling, and data management. This [comparison spreadsheet](https://docs.google.com/spreadsheets/d/1sfkqxkmtmQkXmkHiuNz-kvBvTLL7UWpCHdLuxW4zAF4/edit?gid=0#gid=0) illustrates overlapping efforts across different research groups and tools.
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Current challenges:
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- Object-based tracking (e.g. Kloppy) doesn't scale well to large datasets
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- Packages use inconsistent schemas and lack a shared representation
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- Packages use inconsistent schemas, lack a shared representation
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- Development resources are wasted on duplicated functionality for data parsing
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- Derived metrics and transforms aren’t reproducible or shareable
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- Skeleton data, training data, and multi-team use cases need flexibility
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