The joy of developing large scale apps comes from following this process
Create small abstractions that hide complexity
Build components that encapsulate those small abstractions
Assemble the components into a large scale application
In this example, I start with a very simple application of parsing JSON. I do so using the same infrastructure I will eventually use for a large-scale application that illustrates how to build commercial-grade software on AWS.
I love JSON (and other markup languages) because it lets you focus on the abstraction of task when you are running it, yet it is flexible enough to describe anything you can imagine.
In this example, I will implement a python program that parses a JSON file and tests the result is correct.
Step 0: Download the Prerequisites
Any significant project should be driven programatically. For that reason, I have bundled this code into a git project with a makefile as talking_awsdk. Download and run make test. The successful execution will show the test is successful.
Step 1: Write a Test
Because we are not hacks, we start with a test. Create a folder in the idea and call it "test" and create a file "test_json.py". This test will cover two use cases: parse JSON from a local file and parse JSON remotely on S3.
Start with a local test to load the table of contents code from my previous blog post locally.
def test_configure_json(self): result = awsdk.configure_json("terraform/s3/json-files/table_of_contents.json")
Yes, I am glossing over a lot here. I haven't discussed the makefile, the awsdk library, and some wrapper code is missing, but the purpose of calling this out, that you NEED to write your tests first. I cannot overemphasize this. It's all about small details becoming a grand design. When those small details become the grand design, then you will have all the pieces in place to keep that grand design together at it evolves.
Step 2: Make that Test Work
So the logic to configure JSON is very straight-forward in Python.
with open(json_file) as json_file: data = json.load(json_file)
Implement that logic and your test will pass.