Use Streams to Extract, Transform, and Load CSV Data
Using the fs module and streams, we can take a local file and perform ETL steps on it to transform the file into JSON and write it to disk. We can use a helpful node module from npm, csvtojson, to convert the csv data for us. With these tools, we can:
- Create a readstream from a local csv file
- Pipe the csv data to csvtojson to transform it to JSON
- Alter the data using a Transform stream
- Write the transformed JSON data to a file using a WriteStream
- Handle error events
By the end of this tutorial, you should be able to:
- Explain how to use the fs module to create read/write streams
- Implement Transform streams to modify data as it passes through a stream
- Understand how to handle error events with streams
- Convert CSV data to JSON using streams
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