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Learning Pydantic: Advanced Data Validation In Python

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The Complete Guide To Pydantic Including A Full Capstone Project with FastAPI And Redis

1 - Pydantic In A Nutshell

1 - Course Resource Part 1.html

1 - lecture-code.zip

2 - Introduction To Pydantic

3 - Our First Pydantic Model

4 - Coercion And Strict Types

5 - More Types And Constraints

2 - Type Hinting Foundations

6 - Date And Time Types

7 - Lists And Nested Lists

8 - Dictionaries And Typed KeyValues

9 - Sets And Tuples

10 - Unions

3 - Factories Enums And Other Props

11 - Optional Any And Defaults

12 - UUIDs And Default Factories

13 - Immutable Attributes

14 - Additional Properties

15 - Enumerations

16 - For Better Performance Literals

4 - Custom Validators

17 - Customizing Field Validators

18 - ModelLevel Validators

19 - Extra A Closer Look At Error Objects

5 - Model Serialization And Deserialization

20 - Instance Serialization To Dict And JSON

21 - Field Exclusions

22 - JSON Schema

23 - Deserialization

6 - Capstone Project Building A Modern Python API With Pydantic FastAPI And Redis

24 - Course Resource Part 2.html

24 - the-polls-api-main.zip

25 - Overview

26 - Creating A Virtual Environment

27 - Our First Dependencies

28 - Application Directory Structure

29 - API Hello World

30 - Defining Our First Poll Model

31 - Polls Create With Placeholders

32 - Polls In The Request Body

33 - Defining The Choice Data Model

34 - Splitting Into Read And Write Models

35 - Poll vs PollCreate

36 - Polls Should Have Between 2 and 5 Choices

37 - pollcreate With Incrementing Choice Labels

38 - Creating Polls Through The API

39 - Refactoring To HTTPExceptions

40 - Conceptual Introduction To Redis Our KeyValue Store

41 - Setting Up A Redis Instance

42 - Connecting Saving And Retrieving Data From Redis

43 - Refactoring Connection Parameters To Environment Variables

44 - Defining utilspy

45 - Integrating savepoll With POST pollscreate

46 - Defining And Integrating GET Poll

47 - Modular Reorganization With API Routers

48 - Application Metadata

49 - Faster Iteration With Visual HTTP Clients

50 - Voting Pydantic Data Models

51 - The Votes API Router

52 - Get Choice ID From Label

53 - Creating And Returning Vote Instances

54 - Storing And Retrieving Votes In Redis Hashsets

55 - Integrating Vote Saving With The Routes

56 - Double Voting Should Not Be Allowed

57 - Voting On Expired Polls Should Not Be Allowed

58 - Other Voting Validations

59 - Optimizing Get getchoiceidbylabel

60 - Dependency Injecting Common Validations

61 - Get All Polls

62 - Batching Requests With mget

63 - Parameterizing Get Polls For Poll Status

64 - Tracking Vote Counts With Hash Increment By

65 - Displaying Vote Tallies

66 - Defining The Poll Results Pydantic Data Models

67 - Returning PollResults

68 - Deleting Poll Data

69 - Extra Custom Exception Handlers

70 - Deployment Checklist

71 - Requirementstxt And Build Configuration

72 - Git Repository And gitignore

73 - Pushing To GitHub

74 - Deployment

7 - Appendix A Python Programming Crash Course

75 - Python-Programming-Crash-Course.zip

75 - Section Resources.html

76 - Data Types

77 - Variables

78 - Arithmetic And Augmented Assignment Operators

79 - Ints And Floats

80 - Booleans And Comparison Operators

81 - Strings

82 - Methods

83 - Containers I Lists

84 - Lists vs Strings

85 - List Methods And Functions

86 - Containers II Tuples

87 - Containers III Sets

88 - Containers IV Dictionaries

89 - Dictionary Keys And Values

90 - Membership Operators

91 - Controlling Flow if else And elif

92 - Truth Value Of Nonbooleans

93 - For Loops

94 - The range Immutable Sequence

95 - While Loops

96 - Break And Continue

97 - Zipping Iterables

98 - List Comprehensions

99 - Defining Functions

100 - Function Arguments Positional vs Keyword

101 - Lambdas

102 - Importing Modules

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