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+# Introduction to Python: HTTP (Flask)
+
+So far, we've learnt Python fundamentals, worked with data, files and 
+more importantly, basic data structures like `csv` and `json`.
+
+JSON is a very popular format for now only storing, but transporting data in web HTTP applications. </br>
+
+One application could make a web request to ask for customer data from our application. By sending back JSON, the receiving application can easily process the data it gets.
+
+## Python Dev Environment
+
+The same as Part 1, we start with a [dockerfile](./dockerfile) where we declare our version of `python`.
+
+```
+FROM python:3.9.6-alpine3.13 as dev
+
+WORKDIR /work
+```
+
+Let's build and start our container: 
+
+```
+cd python\introduction\part-4.http
+
+docker build --target dev . -t python
+docker run -it -v ${PWD}:/work python sh
+
+/work # python --version
+Python 3.9.6
+
+```
+
+## Our application
+
+Firstly we have to import our dependencies 
+
+```
+import os.path
+import csv
+import json
+
+```
+
+Then we have a class to define what a customer looks like:
+```
+class Customer:
+  def __init__(self, c="",f="",l=""):
+    self.customerID = c
+    self.firstName  = f
+    self.lastName   = l
+  def fullName(self):
+    return self.firstName + " " + self.lastName
+```
+
+Then we need a function which returns our customers:
+```
+def getCustomers():
+  if os.path.isfile("customers.json"):
+    with open('customers.json', newline='') as customerFile:
+      data = customerFile.read()
+      customers = json.loads(data)
+      return customers
+  else: 
+    return {}
+```
+
+Here is a function to return a specific customer:
+```
+def getCustomer(customerID):
+  customer = getCustomers()
+  return customer[customerID]
+```
+And finally a function for updating our customers:
+
+```
+def updateCustomers(customers):
+  with open('customers.json', 'w', newline='') as customerFile:
+    customerJSON = json.dumps(customers)
+    customerFile.write(customerJSON)
+```
+
+Now to recap and test our functions we need to define a list of customers
+to use:
+
+```
+customers = {
+    "a": Customer("a","James", "Baker"),
+    "b": Customer("b", "Jonathan", "D"),
+    "c": Customer("c", "Aleem", "Janmohamed"),
+    "d": Customer("d", "Ivo", "Galic"),
+    "e": Customer("e", "Joel", "Griffiths"),
+    "f": Customer("f", "Michael", "Spinks"),
+    "g": Customer("g", "Victor", "Savkov"),
+    "h" : Customer("h", "Marcel", "Dempers")
+}
+```
+
+Now to convert our customer dictionary to JSON, we need to convert our dictionary of customer objects to a dictionary of customers where each customer is a dictionary instead of a class. </br>
+To do this we generate a new dictionary and populate it by converting each customer object to a dictionary :
+
+```
+customerDict = {}
+
+for id in customers:
+  customerDict[id] = customers[id].__dict__
+
+```
+Then we can finally test our update and get functionality:
+
+```
+updateCustomers(customerDict)
+
+customers = getCustomers()
+print(customers)
+```
+
+Let's test it and see the `customers.json` file stored to our server and 
+retrieved.
+
+```
+python src/app.py
+```
+
+## External Libraries
+
+
+
+
+## JSON Library
+
+Python provides a library for dealing with JSON. </br>
+Let's take our customer dictionary, and convert it to json structure and 
+finally write it to file using our update function.
+
+```
+import json
+```
+
+Now first things first, we need to convert our customers dictionary to a JSON structured string so we can store it to file. </br>
+
+The `json` library allows us to convert dictionaries to files using 
+the `dumps` function:
+
+```
+jsonData = json.dumps(customers)
+print(jsonData)
+```
+
+But if we run this we get an error:
+`TypeError: Object of type Customer is not JSON serializable`
+
+That is because the library can only deal with full dictionaries.
+Taking a closer look at our dictionary, our customer is a class.
+
+```
+# our key is a string
+# our value is a class
+"h" : Customer("h", "Marcel", "Dempers")
+```
+
+`json.dumps()` only allows full dictionaries so we need our customer object to be in dictionary form like so:
+
+```
+"h": { "customerID": "h", "firstName" : "Marcel", "lastName" : "Dempers"}
+```
+
+To fix our dictionary, we can iterate it and build a new one
+
+```
+# start with an empty one
+customerDict = {}
+
+#populate our new dictionary
+for id in customers:
+  customerDict[id] = customers[id].__dict__
+
+#print it
+print(customerDict)
+```
+
+Now we can convert our customer dictionary to json
+
+```
+customerJSON = json.dumps(customerDict)
+print(customerJSON)
+```
+
+Now we've converted our data into JSON, we can view this in a new tab window and change the language mode to JSON to visualise the data in our new format.
+
+Now essentially our application will use dictionaries when working with the data
+but store and transport it as JSON. </br>
+
+Therefore our update function should take a dictionary and convert it to JSON
+and store it.
+
+```
+def updateCustomers(customer):
+  with open('customers.json', 'w', newline='') as customerFile:
+    customerJSON = json.dumps(customer) 
+    customerFile.write(customerJSON)
+```
+
+We also need to change our `getCustomers` function to read the JSON file
+and convert that data correctly back to a dictionary for processing.
+
+```
+def getCustomers():
+  if os.path.isfile("customers.json"):
+    with open('customers.json', newline='') as customerFile:
+      data = customerFile.read()
+      customers = json.loads(data) 
+      return customers
+  else: 
+    return {}
+```
+
+Finally let's test our functions :
+
+```
+customers = getCustomers()
+print(customers)
+```
+
+It's also very easy to add a customer to our JSON data using our class and using pythons internal `__dict__` property to convert the object to a dictionary and add it to our customers dictionary
+
+```
+customers["i"] = Customer("i", "Bob", "Smith").__dict__
+updateCustomers(customers)
+```
+
+## Docker
+
+Let's build our container image and run it while mounting our customer file
+
+Our final `dockerfile`
+```
+FROM python:3.9.6-alpine3.13 as dev
+
+WORKDIR /work
+
+FROM dev as runtime
+COPY ./src/ /app 
+
+ENTRYPOINT [ "python", "/app/app.py" ]
+
+```
+
+Build and run our container.
+Notice the `customers.json` file gets created if it does not exist.
+
+```
+cd python\introduction\part-3.json
+
+docker build . -t customer-app
+
+docker run -v ${PWD}:/work -w /work customer-app
+
+```
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diff --git a/python/introduction/part-4.http/dockerfile b/python/introduction/part-4.http/dockerfile
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+FROM python:3.9.6-alpine3.13 as dev
+
+WORKDIR /work
+
+FROM dev as runtime
+COPY ./src/ /app 
+
+ENTRYPOINT [ "python", "/app/app.py" ]
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diff --git a/python/introduction/part-4.http/src/app.py b/python/introduction/part-4.http/src/app.py
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+import os.path
+import csv
+import json
+
+class Customer:
+  def __init__(self, c="",f="",l=""):
+    self.customerID = c
+    self.firstName  = f
+    self.lastName   = l
+  def fullName(self):
+    return self.firstName + " " + self.lastName
+
+def getCustomers():
+  if os.path.isfile("customers.json"):
+    with open('customers.json', newline='') as customerFile:
+      data = customerFile.read()
+      customers = json.loads(data)
+      return customers
+  else: 
+    return {}
+
+def getCustomer(customerID):
+  customer = getCustomers()
+  return customer[customerID]
+
+def updateCustomers(customers):
+  with open('customers.json', 'w', newline='') as customerFile:
+    customerJSON = json.dumps(customers)
+    customerFile.write(customerJSON)
+
+
+customers = {
+    "a": Customer("a","James", "Baker"),
+    "b": Customer("b", "Jonathan", "D"),
+    "c": Customer("c", "Aleem", "Janmohamed"),
+    "d": Customer("d", "Ivo", "Galic"),
+    "e": Customer("e", "Joel", "Griffiths"),
+    "f": Customer("f", "Michael", "Spinks"),
+    "g": Customer("g", "Victor", "Savkov"),
+    "h" : Customer("h", "Marcel", "Dempers")
+}
+
+customerDict = {}
+
+for id in customers:
+  customerDict[id] = customers[id].__dict__
+
+updateCustomers(customerDict)
+
+customers = getCustomers()
+print(customers)
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