The Weka system client is a standard, POSIX-compliant filesystem driver installed on application servers that enable file access to the Weka filesystems. Similar to any other filesystem driver, the Weka system client intercepts and executes all filesystem operations. This enables the Weka system to provide applications with a local filesystem semantics and performance (as opposed to NFS mounts) while providing a centrally managed, sharable resilient storage.
The Weka system client is tightly integrated with the Linux operating system page cache, which is a transparent caching mechanism that stores parts of the filesystem content in the client host RAM. The operating system maintains a page cache in unused RAM capacity of the application server, delivering quicker access to the contents of the cached pages and overall performance improvements.
The page cache is implemented in the Linux kernel and is fully transparent to applications. All physical memory not directly allocated to applications is used by the operating system for the page cache. Since the memory would otherwise be idle and is easily reclaimed when requested by applications, there is usually no associated performance penalty and the operating system might even report such memory as "free" or "available". Click here for a more detailed description of the page cache.
The Weka client can control the information stored in the page cache and also invalidate it, if necessary. Consequently, the Weka system can utilize the page cache for cached high-performance data access while maintaining data consistency across multiple hosts.
Each filesystem can be mounted in one of two modes of operation in relation to the page cache:
Read Cache, where file data is consistent across hosts, but there may be some metadata inconsistency in extreme cases.
Write Cache (default), which does not ensure data consistency but provides the highest performance.
At the cost of some performance compromise, metadata can be configured to be strongly consistent.
When mounting in read cache mode, the page cache uses write cache in the write through mode, so any write is acknowledged to the customer application only after being safely stored on resilient storage. This applies to both data and metadata writes. Consequently, only read operations are accelerated by the page cache.
In the Weka system, by default, any data read or written by customer applications is stored on a local host read page cache. As a sharable filesystem, the Weka system monitors whether another host tries to read or write the same data and if necessary, invalidates the cache entry. Such invalidation may occur in two cases:
If a file which is being written by one client host is currently being read or written by another client host.
If a file which is being read by one host is currently being written from another host.
This mechanism ensures coherence, providing the Weka system with full page cache utilization whenever only a single host or multiple hosts access a file for read-only purposes. If multiple hosts access a file and at least one of them is writing to the file, the page cache is not used and any IO operation is handled by the backends. Conversely, when either a single host or multiple hosts open a file for read-only purposes, the page cache is fully utilized by the Weka client, enabling read operations from memory without accessing the backend hosts.
In the write cache mount mode, the Linux operating system is used as write-back, rather than write-through, i.e., the write operation is acknowledged immediately by the Weka client and is stored in a resilient storage as a background operation.
This mode can provide significantly more performance, particularly in relation to write latency. In this mode, the filesystem is not coherent, i.e., another host trying to read the same data may receive the wrong version of the data. Consequently, the write cache mount mode should only be used if no concurrent data access between hosts is required.
It is possible to use the following system calls: sync, syncfs, fsync, where sync is for files and syncfs is to create consistent checkpoints of the write cache data. Similarly, the sync command can be used to sync the filesystem and commit all changes in the write cache.
The Weka client supports multiple mount points of the same file system on the same host, even with different mount modes. This can be effective in environments such as containers where different processes in the host need to have different definitions of read/write access or caching schemes.