Convert your .json array to a .jsonl (JSON Lines)
Blog post from Convex
JSON Lines (JSONL) is a file format that stores one JSON object per line, making it more scalable than a standard JSON array, as it allows for processing data without loading the entire file into memory. This format is particularly beneficial when working with large datasets, as it enables line-by-line reading and processing, thus preventing memory overflow issues. Transforming a JSON file into a JSONL format can be efficiently done using the command-line tool "jq," which processes each JSON object individually and outputs them on separate lines. Moreover, platforms like Convex support both JSON and JSONL formats, though they impose a size limit of 8MB on JSON files, encouraging the use of JSONL for larger datasets. Convex offers a comprehensive backend platform for full-stack AI projects, seamlessly integrating cloud functions, databases, file storage, scheduling, workflow, vector search, and real-time updates to enhance scalability and efficiency.
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