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How to read a 20 GB file if you only have 10 GB of RAM?
sobes.tech AI
Answer from AI
To read a 20 GB file with only 10 GB of RAM, you need to use a partial data loading approach — read the file in chunks.
For example, in JavaScript for the frontend, you can use FileReader with the slice method to read the file in parts:
const CHUNK_SIZE = 1024 * 1024 * 10; // 10 MB
let offset = 0;
function readChunk(file) {
const slice = file.slice(offset, offset + CHUNK_SIZE);
const reader = new FileReader();
reader.onload = function(e) {
const chunkData = e.target.result;
// Process chunk data
offset += CHUNK_SIZE;
if (offset < file.size) {
readChunk(file);
}
};
reader.readAsArrayBuffer(slice);
}
// call: readChunk(file);
This approach allows processing large files sequentially without exceeding memory limits.