# 赤字记录器

- [Numpy 数组节点缺陷记录器](https://water-strategy.gitbook.io/waterstrategy/zhong-guo-ren/jian-mo-ji-chu-zhi-shi/recorders/deficit-recorders/numpy-array-node-deficit-recorder.md)
- [Numpy 数组节点提供的比率记录器](https://water-strategy.gitbook.io/waterstrategy/zhong-guo-ren/jian-mo-ji-chu-zhi-shi/recorders/deficit-recorders/numpy-array-node-supplied-ratio-recorder.md)
- [Numpy 数组节点缩减比率记录器](https://water-strategy.gitbook.io/waterstrategy/zhong-guo-ren/jian-mo-ji-chu-zhi-shi/recorders/deficit-recorders/numpy-array-node-curtailment-ratio-recorder.md)
- [总赤字节点记录器](https://water-strategy.gitbook.io/waterstrategy/zhong-guo-ren/jian-mo-ji-chu-zhi-shi/recorders/deficit-recorders/total-deficit-node-recorder.md)
- [赤字频率节点记录器](https://water-strategy.gitbook.io/waterstrategy/zhong-guo-ren/jian-mo-ji-chu-zhi-shi/recorders/deficit-recorders/deficit-frequency-node-recorder.md)


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