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Phase 3 Mock Code Challenge: Freebie Tracker

Learning Goals

  • Write SQLAlchemy migrations.
  • Connect between tables using SQLAlchemy relationships.
  • Use SQLAlchemy to run CRUD statements in the database.

Key Vocab

  • Schema: the blueprint of a database. Describes how data relates to other data in tables, columns, and relationships between them.
  • Persist: save a schema in a database.
  • Engine: a Python object that translates SQL to Python and vice-versa.
  • Session: a Python object that uses an engine to allow us to programmatically interact with a database.
  • Transaction: a strategy for executing database statements such that the group succeeds or fails as a unit.
  • Migration: the process of moving data from one or more databases to one or more target databases.

Introduction

For this assignment, we'll be working with a freebie domain.

As developers, when you attend hackathons, you'll realize they hand out a lot of free items (informally called freebies, or swag)! Let's make an app for developers that keeps track of all the freebies they obtain.

We have three models: Company, Dev, and Freebie

For our purposes, a Company has many Freebies, a Dev has many Freebies, and a Freebie belongs to a Dev and to a Company.

Company - Dev is a many to many relationship.

Note: You should draw your domain on paper or on a whiteboard before you start coding. Remember to identify a single source of truth for your data.

Instructions

To get started, run pipenv install && pipenv shell while inside of this directory.

Build out all of the methods listed in the deliverables. The methods are listed in a suggested order, but you can feel free to tackle the ones you think are easiest. Be careful: some of the later methods rely on earlier ones.

Remember! This mock code challenge does not have tests. You cannot run pytest and you cannot run learn test. You'll need to create your own sample instances so that you can try out your code on your own. Make sure your relationships and methods work in the console before submitting.

We've provided you with a tool that you can use to test your code. To use it, run python debug.py from the command line. This will start an ipdb session with your classes defined. You can test out the methods that you write here. You are also encouraged to use the seed.py file to create sample data to test your models and associations.

Writing error-free code is more important than completing all of the deliverables listed- prioritize writing methods that work over writing more methods that don't work. You should test your code in the console as you write.

Similarly, messy code that works is better than clean code that doesn't. First, prioritize getting things working. Then, if there is time at the end, refactor your code to adhere to best practices.

Before you submit! Save and run your code to verify that it works as you expect. If you have any methods that are not working yet, feel free to leave comments describing your progress.


What You Already Have

The starter code has migrations and models for the initial Company and Dev models, and seed data for some Companys and Devs. The schema currently looks like this:

companies Table

Column Type
name String
founding_year Integer

devs Table

Column Type
name String

You will need to create the migration for the freebies table using the attributes specified in the deliverables below.


Deliverables

Write the following methods in the classes in the files provided. Feel free to build out any helper methods if needed.

Remember: SQLAlchemy gives your classes access to a lot of methods already! Keep in mind what methods SQLAlchemy gives you access to on each of your classes when you're approaching the deliverables below.

Migrations

Before working on the rest of the deliverables, you will need to create a migration for the freebies table.

  • A Freebie belongs to a Dev, and a Freebie also belongs to a Company. In your migration, create any columns your freebies table will need to establish these relationships using the right foreign keys.
  • The freebies table should also have:
    • An item_name column that stores a string.
    • A value column that stores an integer.

After creating the freebies table using a migration, use the seed.py file to create instances of your Freebie class so you can test your code.

After you've set up your freebies table, work on building out the following deliverables.

Relationship Attributes and Methods

Use SQLAlchemy's ForeignKey, relationship(), and backref() objects to build relationships between your three models.

Note: The plural of "freebie" is "freebies" and the singular of "freebies" is "freebie".

Freebie

  • Freebie.dev returns the Dev instance for this Freebie.
  • Freebie.company returns the Company instance for this Freebie.

Company

  • Company.freebies returns a collection of all the freebies for the Company.
  • Company.devs returns a collection of all the devs who collected freebies from the company.

Dev

  • Dev.freebies returns a collection of all the freebies that the Dev has collected.
  • Dev.companiesreturns a collection of all the companies that the Dev has collected freebies from.

Use python debug.py and check that these methods work before proceeding. For example, you should be able to retrieve a dev from the database by its attributes and view their companies with dev.companies (based on your seed data).

Aggregate Methods

Freebie

  • Freebie.print_details()should return a string formatted as follows: {dev name} owns a {freebie item_name} from {company name}.

Company

  • Company.give_freebie(dev, item_name, value) takes a dev (an instance of the Dev class), an item_name (string), and a value as arguments, and creates a new Freebie instance associated with this company and the given dev.
  • Class method Company.oldest_company()returns the Company instance with the earliest founding year.

Dev

  • Dev.received_one(item_name) accepts an item_name (string) and returns True if any of the freebies associated with the dev has that item_name, otherwise returns False.
  • Dev.give_away(dev, freebie) accepts a Dev instance and a Freebie instance, changes the freebie's dev to be the given dev; your code should only make the change if the freebie belongs to the dev who's giving it away

Setup Instructions

1. Install Dependencies

# Navigate to project directory
cd ***

# Install required packages
pipenv install
pipenv shell

# Or using pip
pip install sqlalchemy alembic

2. Database Setup

# Navigate to lib directory
cd lib
# Run database migration
alembic revision -m "create freebies table"
alembic upgrade head

# Create sample data
python seed.py

Running the Application

1. Test Relationships and Methods

# From lib directory
python debug.py

Expected Output:

  • All relationship tests passed
  • All method implementations working
  • Interactive ipdb session starts

2. SQL Join Demonstrations

# From project root directory
python lib/Joins_delete/sqlite_joins.py

Shows:

  • INNER JOIN examples
  • LEFT JOIN patterns
  • GROUP BY aggregations
  • WHERE filtering

3. Database Management

# Delete specific company
python lib/Joins_delete/delete_company.py

Troubleshooting

Common Issues

  1. ModuleNotFoundError: No module named 'models'

    cd lib
    python debug.py
  2. sqlite3.OperationalError: no such table: freebies

    # Run the migration first
    alembic upgrade head
  3. No data in database

    # Create sample data
    python seed.py

Reset Database

# From lib directory
rm freebies.db
alembic upgrade head
python seed.py

SQL Join Examples

The project demonstrates these essential join patterns:

  1. INNER JOIN - Match records in both tables
  2. LEFT JOIN - Include all records from left table
  3. GROUP BY - Aggregate data across tables
  4. WHERE - Filter joined results

Run python lib/Joins_delete/sqlite_joins.py to see examples.

Assignment Deliverables

Migrations: Created freebies table with foreign keys
Relationships: All models have correct SQLAlchemy relationships
Freebie methods: print_details() implemented
Company methods: give_freebie() and oldest_company() working
Dev methods: received_one() and give_away() functional
Testing: Comprehensive test suite in debug.py

Next Steps

  1. Run all tests: python debug.py
  2. Explore joins: python lib/Joins_delete/sqlite_joins.py
  3. Test edge cases in the interactive session
  4. Add more complex queries and relationships

Note: This project uses a political theme for sample data (ODM, UDA, DCP parties with Raila, Ruto, Rigathi as developers) for educational purposes.

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