封面
Title_Page
Why subscribe?
Contributors
About the author
About the reviewer
Preface
Who this book is for
What this book covers
To get the most out of this book
Download the example code files
Download the color images
Conventions used
Get in touch
Reviews
1 Let's Begin Our Automation Journey
Activating a virtual environment
Getting ready
How to do it…
How it works…
There's more…
See also
Installing third-party packages
Getting ready
How to do it…
How it works…
There's more…
See also
Creating strings with formatted values
Getting ready
How to do it…
How it works…
There's more…
See also
Manipulating strings
Getting ready
How to do it…
How it works…
There's more…
See also
Extracting data from structured strings
Getting ready
How to do it…
How it works…
There's more…
See also
Using a third-party tool—parse
Getting ready
How to do it…
How it works…
There's more…
See also
Introducing regular expressions
Getting ready
How to do it…
How it works…
There's more…
See also
Going deeper into regular expressions
How to do it…
How it works…
There's more…
See also
Adding command-line arguments
Getting ready
How to do it…
How it works…
There's more…
See also
2 Automating Tasks Made Easy
Preparing a task
Getting ready
How to do it...
How it works…
There's more...
See also
Setting up a cron job
Getting ready
How to do it...
How it works...
There's more...
See also
Capturing errors and problems
Getting ready
How to do it...
How it works...
There's more...
See also
Sending email notifications
Getting ready
How to do it...
How it works...
There's more...
See also
3 Building Your First Web Scraping Application
Downloading web pages
Getting ready
How to do it...
How it works...
There's more...
See also
Parsing HTML
Getting ready
How to do it...
How it works...
There's more...
See also
Crawling the web
Getting ready
How to do it...
How it works...
There's more...
See also
Subscribing to feeds
Getting ready
How to do it...
How it works...
There's more...
See also
Accessing web APIs
Getting ready
How to do it...
How it works...
There's more...
See also
Interacting with forms
Getting ready
How to do it...
How it works...
There's more...
See also
Using Selenium for advanced interaction
Getting ready
How to do it...
How it works...
There's more...
See also
Accessing password-protected pages
Getting ready
How to do it...
How it works...
There's more...
See also
Speeding up web scraping
Getting ready
How to do it...
How it works...
There's more...
See also
4 Searching and Reading Local Files
Crawling and searching directories
Getting ready
How to do it...
How it works...
There's more...
See also
Reading text files
Getting ready
How to do it...
How it works...
There's more...
See also
Dealing with encodings
Getting ready
How to do it...
How it works...
There's more...
See also
Reading CSV files
Getting ready
How to do it...
How it works...
There's more...
See also
Reading log files
Getting ready
How to do it...
How it works...
There's more...
See also
Reading file metadata
Getting ready
How to do it...
How it works...
There's more...
See also
Reading images
Getting ready
How to do it...
How it works...
There's more...
See also
Reading PDF files
Getting ready
How to do it...
How it works...
There's more...
See also
Reading Word documents
Getting ready
How to do it...
How it works...
There's more...
See also
Scanning documents for a keyword
Getting ready
How to do it...
How it works...
There's more...
See also
5 Generating Fantastic Reports
Creating a simple report in plain text
Getting ready
How to do it...
How it works...
There's more...
See also
Using templates for reports
Getting ready
How to do it...
How it works...
There's more...
See also
Formatting text in Markdown
Getting ready
How to do it...
How it works...
There's more...
See also
Writing a basic Word document
Getting ready
How to do it...
How it works...
There's more...
See also
Styling a Word document
Getting ready
How to do it...
How it works...
There's more...
See also
Generating structure in Word documents
Getting ready
How to do it...
How it works...
There's more...
See also
Adding pictures to Word documents
Getting ready
How to do it...
How it works...
There's more...
See also
Writing a simple PDF document
Getting ready
How to do it...
How it works...
There's more...
See also
Structuring a PDF
Getting ready
How to do it...
How it works...
There's more...
See also
Aggregating PDF reports
Getting ready
How to do it...
How it works...
There's more...
See also
Watermarking and encrypting a PDF
Getting ready
How to do it...
How it works...
There's more...
See also
6 Fun with Spreadsheets
Writing a CSV spreadsheet
Getting ready
How to do it...
How it works...
There's more...
See also
Updating CSV files
Getting ready
How to do it...
How it works...
There's more...
See also
Reading an Excel spreadsheet
Getting ready
How to do it...
How it works...
There's more...
See also
Updating an Excel spreadsheet
Getting ready
How to do it...
How it works...
There's more...
See also
Creating new sheets in an Excel spreadsheet
Getting ready
How to do it...
How it works...
There's more...
See also
Creating charts in Excel
Getting ready
How to do it...
How it works...
There's more...
See also
Working with cell formats in Excel
Getting ready
How to do it...
How it works...
There's more...
See also
Creating a macro in LibreOffice
Getting ready
How to do it...
How it works...
There's more...
See also
7 Cleaning and Processing Data
Preparing a CSV spreadsheet
Getting ready
How to do it...
How it works...
There's more...
See also
Appending currency based on location
Getting ready
How to do it...
How it works...
There's more...
See also
Standardizing the date format
Getting ready
How to do it...
How it works...
There's more...
See also
Aggregating results
Getting ready
How to do it...
How it works...
There's more...
See also
Process data in parallel
Getting ready
How to do it...
How it works...
There's more...
See also
Process data with Pandas
Getting ready
How to do it...
How it works...
There's more...
See also
8 Developing Stunning Graphs
Plotting a simple sales graph
Getting ready
How to do it...
How it works...
There's more...
See also
Drawing stacked bars
Getting ready
How to do it...
How it works...
There's more...
See also
Plotting pie charts
Getting ready
How to do it...
How it works...
There's more...
See also
Displaying multiple lines
Getting ready
How to do it...
How it works...
There's more...
See also
Drawing a scatter plot
Getting ready
How to do it...
How it works...
There's more...
See also
Visualizing maps
Getting ready
How to do it...
How it works...
There's more...
See also
Adding legends and annotations
Getting ready
How to do it...
How it works...
There's more...
See also
Combining graphs
Getting ready
How to do it...
How it works...
There's more...
See also
Saving charts
Getting ready
How to do it...
How it works...
There's more...
See also
9 Dealing with Communication Channels
Working with email templates
Getting ready
How to do it...
How it works...
There's more...
See also
Sending an individual email
Getting ready
How to do it...
How it works...
There's more...
See also
Reading an email
Getting ready
How to do it...
How it works...
There's more...
See also
Adding subscribers to an email newsletter
Getting ready
How to do it...
How it works...
There's more...
See also
Sending notifications via email
Getting ready
How to do it...
How it works...
There's more...
See also
Producing SMS messages
Getting ready
How to do it...
How it works...
There's more...
See also
Receiving SMS
Getting ready
How to do it...
How it works...
There's more...
See also
Creating a Telegram bot
Getting ready
How to do it...
How it works...
There's more...
See also
10 Why Not Automate Your Marketing Campaign?
Introduction
Detecting opportunities
Getting ready
How to do it...
How it works...
There's more...
See also
Creating personalized coupon codes
Getting ready
How to do it...
How it works...
There's more...
See also
Sending a notification to a customer on their preferred channel
Getting ready
How to do it...
How it works...
There's more...
See also
Preparing sales information
Getting ready
How to do it...
How it works...
There's more...
See also
Generating a sales report
Getting ready
How to do it...
How it works
There's more...
See also
11 Machine Learning for Automation
Introduction
Analyzing images with Google Cloud Vision AI
Getting ready
How to do it...
How it works...
There's more...
See also
Extracting text from images with Google Cloud Vision AI
Getting ready
How to do it...
How it works...
There's more...
See also
Analyzing text with Google Cloud Natural Language
Getting ready
How to do it...
How it works...
There's more...
See also
Creating your own custom machine learning model to classify text
Getting ready
How to do it...
How it works...
There's more...
See also
12 Automatic Testing Routines
Introduction
Writing and executing test cases
Getting ready
How to do it...
How it works...
There's more...
See also
Testing external code
Getting ready
How to do it...
How it works...
There's more...
See also
Testing using dependency mocking
Getting ready
How to do it...
How it works...
There's more...
See also
Testing using HTTP call mocking
Getting ready
How to do it...
How it works...
There's more...
See also
Preparing testing scenarios
Getting ready
How to do it...
How it works...
There's more...
See also
Running tests selectively
Getting ready
How to do it...
How it works...
There's more...
See also
13 Debugging Techniques
Introduction
Learning Python interpreter basics
How to do it...
How it works...
There's more...
See also
Debugging through logging
Getting ready
How to do it...
How it works...
There's more...
See also
Debugging with breakpoints
Getting ready
How to do it...
How it works...
There's more...
See also
Improving your debugging skills
Getting ready
How to do it...
How it works...
There's more...
See also
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更新时间：2021-06-30 14:54:21
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