# Introduction C.O.D.E. # The basics ## CLI - https://www.learnenough.com/command-line-tutorial - https://swcarpentry.github.io/shell-novice/ - https://swcarpentry.github.io/shell-novice/reference - https://swcarpentry.github.io/shell-novice/instructor/instructor-notes - https://tom.kucar.org/kludge/manual/index.html#_cli ## SQL - zoo - refresh the [SQL knowledge](https://hackersandslackers.com/series/welcome-to-sql/) ## python # Intermediate python and SQL ## python environments tbd ## commandline arguments and argparse tbd ## sqlite vs postgresql - [Modifying Databases and Tables](https://hackersandslackers.com/welcome-to-sql-modifying-databases-and-tables/) - [Selecting, Updating, and Deleting Data](https://hackersandslackers.com/welcome-to-sql-2-working-with-data-values/) - [Building Relations and Combining Data Sets](https://hackersandslackers.com/welcome-to-sql-3-building-relationships-and-combining-data/) - [Aggregate Functions](https://hackersandslackers.com/welcome-to-sql-4-aggregate-functions/) - [Why use postgresql](https://www.postgresql.org/about/) and [why use SQLite](https://sqlite.org/whentouse.html) - [Postgresql docs](https://www.postgresql.org/docs/14/index.html) (skim through) ## homework - refresh the python knowledge with python [cheatsheet](https://tom.kucar.org/kludge/manual/index.html#_types_and_operations) ## project: the data vault - create barebones (https://docs.python.org/3/library/argparse.html, https://docs.python.org/3/library/sqlite3.html) where there are basic comand line arguments, db created and connection established - implement new cli option, implement data read and write using raw sql # ORM - explain ORM, sqlachemy etc - homework read sqlachemy tutorial - homework update datavault ## Mastering SQLAlchemy - Read the list of [features](https://www.sqlalchemy.org/features.html) - [Databases in Python Made Easy with SQLAlchemy](https://hackersandslackers.com/python-database-management-sqlalchemy/) - [Implement ORM Data Models with SQLAlchemy](https://hackersandslackers.com/implement-sqlalchemy-orm/) - [Queries as Python Code with SQLAlchemy's Expression Language](https://hackersandslackers.com/database-queries-sqlalchemy-orm/) - [Define Relationships Between SQLAlchemy Data Models](https://hackersandslackers.com/sqlalchemy-data-models/) - [Official tutorial](https://docs.sqlalchemy.org/en/14/tutorial/index.html) (skim through) ## project: upgrade the data vault blabla # Advanced python ## iterator & generator - https://www.programiz.com/python-programming/iterator - https://www.programiz.com/python-programming/generator ## closure & decorator - https://www.programiz.com/python-programming/closure - https://www.programiz.com/python-programming/decorator ## property https://www.programiz.com/python-programming/property ## py recap & common mistakes https://tom.kucar.org/kludge/manual/index.html#_common_mistakes ---- # todo https://mfleck.cs.illinois.edu/building-blocks/index-sp2020.html missing semseter of your cs education for backend web - fullstack - devops - light sre - https://roadmap.sh/python - expand on web security basics - [attacks](https://developer.mozilla.org/en-US/docs/Web/Security/Types_of_attacks#cross-site_scripting_xss) - [CORS](https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS) - [CSP](https://developer.mozilla.org/en-US/docs/Web/HTTP/CSP) - [OWASP](https://cheatsheetseries.owasp.org/index.html) - https://roadmap.sh/backend - https://roadmap.sh/software-architect - https://roadmap.sh/devops 1. prep 2. miguel 3. project 1. prep: py4eveybody x cs50x x trinket - cli basics (teki lessons from software carpentry thingy, missing semster of your cs edu) - python basics - db basics - webdev basics - flask and tie all together ---- ### Resources to sort - https://roadmap.sh/roadmaps use this to expand sections and update them in future, cut through bs - https://github.com/Cornell-PoBE/site/tree/master/_posts - http://mattupstate.com/blog/how-i-structure-my-flask-applications/ - https://github.com/Cornell-PoBE/site/tree/master - https://backend-course.cornellappdev.com/cheat-sheets/virtual-environment - https://mattupstate.com/blog/how-i-structure-my-flask-applications/ - https://zapier.com/resources/guides/apis - https://tom.kucar.org/kludge/manual/res/old-backend.png - https://www.cs.cornell.edu/courses/cs1110/2022sp/ - https://catskull.net/html.html - https://missing.csail.mit.edu/ - https://gist.github.com/frainfreeze/a9219befd137ed4aea2d52af7649d17d - https://cs50.harvard.edu/x/2023/notes/0/ - https://ocw.mit.edu/courses/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/pages/syllabus/ ### SQL - Practical SQL: A Beginner’s Guide to Storytelling with Data - SQL Antipatterns: Avoiding the Pitfalls of Database Programming ### Archiehcture - https://github.com/aphyr/distsys-class - https://github.com/justinamiller/SoftwareArchitect - The Architecture of Open Source Applications - Designing Data-Intensive Applications - https://docs.microsoft.com/en-us/azure/architecture/ - https://martinfowler.com/architecture/ - https://martinfowler.com/microservices/ - https://microservices.io/index.html - https://www.enterpriseready.io/ - https://martinfowler.com/data/ - http://book.mixu.net/distsys/ - https://github.com/paunin/soa-checklist - https://www.drdobbs.com/web-development/restful-web-services-a-tutorial/240169069 ### Software engineering - https://martinfowler.com/agile.html - https://martinfowler.com/delivery.html - https://martinfowler.com/testing/ - https://refactoring.com/catalog/ - Patterns, Principles, and Practices of Domain-Driven Design - https://en.wikipedia.org/wiki/Software_design_pattern - Martin Fowler's blog: https://martinfowler.com - Clean Code (Robert Cecil Martin) - Code complete 2