Firefly-1926: optimizing tile generation, transfer, and memory usage#1900
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The developer walked me through the changes in this PR. It looks like a solid improvement for both the server and client sides. I suggested testing it with one of our most demanding scenario, such as a grid of large images being stretched at the same time. If that works as expected, the PR is good to go.
- Transfer each image tile individually instead of one large data array
- Server not longer copies tiles into a single byte array from tiles, saving server memory
- Client not longer parsees and copies single byte array into tiles, saving client memory
- Client makes a single call per tile and processes the image after it is retrieved, while other tile are being retrieved
- creates better use of worker thread, using CPU/GPU will retrieving a tile
- Client JobRunner act as a batch queue to control how many call are made at a time
- keeps from overwhelming the server with many concurrent calls
- support sending messages from worker
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Also tested with Euclid with a full grid of images, about 12.5 GB |
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Firefly-1926: optimizing tile generation, transfer, and memory usage
JobRunner.jsacts as a batch queue to control how many calls are made at a timeTesting