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Chapter 62 — Files and Data Processing

SmartNotes has a problem: every time the program stops, all notes vanish. Phase 5 gave your objects behavior, structure, and Pythonic integration. Phase 6 gives them survival.

This chapter teaches you to read, write, and transform data using Python's file I/O and data format libraries. You will export notes as Markdown, save entire notebooks as JSON, generate CSV spreadsheets, and build processing pipelines that chain these operations together.

You already learned databases in Part 2 (Chapters 21, 21A, 21B). This chapter focuses on the Python code that processes data before it reaches a database: the files, formats, and pipelines that form the first layer of persistence.

#LessonFocusSmartNotes Deliverable
1Reading and Writing Text Filespathlib.Path, open(), with statementExport notes as Markdown files
2Structured Data: JSONjson.loads(), json.dumps(), typed parsingSave/load notebook as JSON
3Tabular Data: CSVcsv.reader, csv.DictReader, encodingExport/import notes as CSV
4Processing PipelinesRead, transform, write chains with error handlingFilter-and-export pipeline
5SmartNotes File Manager CapstoneFull TDG cycle from scratchFileManager with all formats

Prerequisites: Chapters 42-61 (all of Phases 1-5). You should be comfortable with dataclasses, classes, the TDG cycle, and the verification stack (ruff, pyright, pytest).