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Coalescing filters operate on the principle of consolidating similar or identical data points. For instance, consider a streaming service that collects user activity data in real-time. Without a coalescing filter, every interaction with the platform might generate a separate data point. This could lead to overwhelming amounts of data—rendering the system slow and inefficient. However, a coalescing filter can aggregate these interactions by reducing them to singular entries that still convey the intended information, thereby simplifying the dataset.


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The primary purpose of a gas pressure regulator is to reduce and stabilize the pressure of a gas from a high-pressure source to a lower, usable level. When gas is stored in cylinders, it is under high pressure to allow for efficient storage. However, many applications require lower pressures that are safe and more manageable. The gas pressure regulator facilitates this by using a diaphragm or a spring-loaded mechanism that adjusts the flow based on the downstream pressure.


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