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EventManager
Prerequisites
Before starting this tutorial, you should have a basic understanding of topics covered in Ruby in 100 Minutes.
You should also be comfortable with:
- installing a gem
- using IRB
- writing methods
Learning Goals
After completing this tutorial, you will be able to:
- manipulate file input and output
- read content from a CSV (Comma Separated Value) file
- transform it into a standardized format
- utilize the data to contact a remote service
- populate a template with user data
- manipulate strings
This tutorial is open source. If you notice errors, typos, or have questions/suggestions, please submit them to the project on GitHub.
What We’re Doing in This Tutorial
Imagine that a friend of yours runs a non-profit org around political activism. A number of people have registered for an upcoming event. She has asked for your help in engaging these future attendees.
Initial Setup
Create a folder named event_manager
wherever you want to store your project.
In that folder, use your text editor to create a plain text file named
event_manager.rb
.
$ mkdir event_manager
$ cd event_manager
$ mkdir lib
$ touch lib/event_manager.rb
Creating and placing your event_manager.rb
file in ‘lib’ directory is entirely
optional, however, it adheres to a common convention within most ruby applications.
The filepaths we use in this tutorial will assume that we have put our event_manager.rb
file within the ‘lib’ directory.
Ruby source file names are often times written all in lower-case characters and instead of camel-casing multiple words together they are instead separated by an underscore (often called snake-case).
Open lib/event_manager.rb
in your text editor and add the line:
ruby lib/event_manager.rb
puts "EventManager Initialized!"
Validate that ruby is installed correctly and you have created the file correctly by running it from the root of your event_manager
directory:
$ ruby lib/event_manager.rb
Event Manager Initialized!
If ruby is not installed and available on your environment path then you will be presented with the following message:
$ ruby lib/event_manager.rb
-bash: ruby: command not found
If the file was not created then you will be presented with the following error: message
$ ruby lib/event_manager.rb
ruby: No such file or directory -- lib/event_manager.rb (LoadError)
For this project we are going to use the following sample data:
Download the small sample csv file and save it in the
root of event_manager
directory.
$ curl -o event_attendees.csv http://tutorials.jumpstartlab.com/projects/event_attendees.csv
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 2125 100 2125 0 0 3269 0 --:--:-- --:--:-- --:--:-- 12073
Iteration 0: Loading a File
A comma-separated values (CSV) file stores tabular data (numbers and text) in plain-text form. The CSV format is readable by a large number of applications (e.g. Excel, Numbers, Calc). Its portability makes it a popular option when sharing large sets of tabular data from a database or spreadsheet applications.
The first few rows of the CSV file you downloaded look like this:
` ,RegDate,first_Name,last_Name,Email_Address,HomePhone,Street,City,State,Zipcode 1,11/12/08 10:47,Allison,Nguyen,arannon@jumpstartlab.com,6154385000,3155 19th St NW,Washington,DC,20010 2,11/12/08 13:23,SArah,Hankins,pinalevitsky@jumpstartlab.com,414-520-5000,2022 15th Street NW,Washington,DC,20009 3,11/12/08 13:30,Sarah,Xx,lqrm4462@jumpstartlab.com,(941)979-2000,4175 3rd Street North,Saint Petersburg,FL,33703 4,11/25/08 19:21,David,Thomas,gdlia.lepping@jumpstartlab.com,650-799-0000,9 garrison ave,Jersey City,NJ,7306`
Read the File Contents
File is a core ruby class that allows
you to perform a large number of operations on files on your filesystem. The
most straightforward being File.read
$lib/event_manager.rb
puts "EventManager initialized."
contents = File.read "event_attendees.csv"
puts contents
Whether you use Single Quotes or Double Quotes does not matter. They are different in many ways but are essentially the same when representing a string of characters in this case as the initial greeting or the name of the file.
We are assuming the file is present here. File has the ability to check if a
file exists at the specified filepath on the filesystem through File.exist?
"event_attendees.csv"
.
Read the File Line By Line
Reading and displaying the entire contents of the file showed us how to quickly access the data. Our goal is to display the first names of all the attendees. There are numerous String methods that would allow us to manipulate this large string.
Files can also be read in as an array of lines.
$lib/event_manager.rb
puts "EventManager initialized."
lines = File.readlines "event_attendees.csv"
lines.each do |line|
puts line
end
First we read in the entire contents of the file as an array of lines. Second we iterate over the entire collection of lines, one at a time, and output the contents of each line.
Display the First Name of All Attendees
Instead of outputing the entire contents of each line we want to show only the first name. That requires us to look at the current contents of our Event Attendees file.
,RegDate,first_Name,last_Name,Email_Address,HomePhone,Street,City,State,Zipcode
1,11/12/08 10:47,Allison,Nguyen,arannon@jumpstartlab.com,6154385000,3155 19th St NW,Washington,DC,20010
The first row contains header information. This row provides descriptional text for each column of data. It tells us the data columns are laid out as follows from left-to-right:
ID
- the empty column represents a unique identifier or row number of all the subsequent rowsRegDate
- the date the user registered for the eventfirst_Name
- their first namelast_Name
- their last nameEmail_Address
- their email addressHomePhone
- their home phone numberStreet
- their street addressCity
- their cityState
- their stateZipcode
- their zipcode
The lack of consistent formatting of these headers models is not ideal when choosing to model your own data. These column names have been our extreme example of a poorly formed external service. Great applications are often built on the backs of such services.
We are interested in the ‘first_Name’ column. At the moment we have a string of text that represents the entire row. We need to convert the string into an array of columns. The separation of the columns can be identified by the comma ‘,’ separator. We want to split the string into pieces wherever we see a comma.
Ruby’s String#split allows you to convert a string of text into an Array along a particular character.
By default when you send the split message to the String without a parameter it will break the string apart along a space “ “ character.
$lib/event_manager.rb
puts "EventManager initialized."
lines = File.readlines "event_attendees.csv"
lines.each do |line|
columns = line.split(",")
p columns
end
Within our array of columns we want to access our ‘first_Name’. This would be
the third column or third element at the array’s second index columns[2]
.
Arrays start counting at 0 instead of 1. To get the idea, we would access the
array’s first element at columns[0]
.
$lib/event_manager.rb
puts "EventManager initialized."
lines = File.readlines "event_attendees.csv"
lines.each do |line|
columns = line.split(",")
name = columns[2]
puts name
end
Skipping the Header Row
The header row was a great help to us in understanding the contents of the CSV file. However, the row itself does not represent an actual attendee. To ensure that we only output attendees we could remove the header row from the file, but that would make it difficult if we later returned to the file and tried to understand the columns of data.
Another option is to ignore the first row when we display the names. Currently we handle all the rows exactly the same which makes it difficult to understand which one is the header row.
One way to solve this problem would be to skip the line when it exactly matches our current header row.
$lib/event_manager.rb
puts "EventManager initialized."
lines = File.readlines "event_attendees.csv"
lines.each do |line|
next if line == " ,RegDate,first_Name,last_Name,Email_Address,HomePhone,Street,City,State,Zipcode\n"
columns = line.split(",")
name = columns[2]
puts name
end
A problem with this solution is that the content of our header row could change in the future. Additional columns could be added or the existing columns updated.
A second way to solve this problem is for us to track the index of the current line.
$lib/event_manager.rb
puts "EventManager initialized."
lines = File.readlines "event_attendees.csv"
row_index = 0
lines.each do |line|
row_index = row_index + 1
next if row_index == 1
columns = line.split(",")
name = columns[2]
puts name
end
This is a such a common operation that Array defines Array#each_with_index.
$lib/event_manager.rb
puts "EventManager initialized."
lines = File.readlines "event_attendees.csv"
lines.each_with_index do |line,index|
next if index == 0
columns = line.split(",")
name = columns[2]
puts name
end
This solves the problem if the header row were to change in the future. It does now assume that the header row is first row within the file.
Look for a Solution before Building a Solution
Either of these solutions would be OK given our current attendees file. Problems may arise if we are given a new CSV file that is generated or manipulated by another source. This is because the CSV parser that we have started to create does not take into account a number of other features supported by the CSV file format.
Two important ones:
- CSV files often contain comments which are lines that start with a pound (#) character
- Columns are unable to support a value which contain a comma (,) character
Our goal is to get in contact with our event attendees. It is not to define a CSV parser. This is often a hard concept to let go of when initially solving a problem with programming. An important rule to abide by while building software is:
Look for a Solution before Building a Solution
Ruby actually provides a CSV parser that we will instead use throughout the remainder of this exercise.
Iteration 1: Parsing with CSV
It is likely the case that if you want to solve a problem, someone has likely done it in some capacity. They may have even been kind enough to share their solution or the tools that they created. This is the kind of goodwill that pervades the Open Source community and Ruby ecosystem.
In this iteration we are going to convert our current CSV parser to use Ruby’s CSV. We will then use this new parser to access our attendees’ zip codes.
Switching over to use the CSV Library
Ruby’s core language comes with a wealth of great classes. Not all of them are loaded every single time ruby code is executed. This ensures unneeded functionality is not loaded unless required, preventing ruby from having slower start up times.
You can browse the many libraries available through the documentation.
require "csv"
puts "EventManager initialized."
contents = CSV.open "event_attendees.csv", headers: true
contents.each do |row|
name = row[2]
puts name
end
First we need to tell Ruby that we want it to load the CSV library. This is done
through the require
method which accepts a parameter of the functionality to
load.
The way CSV loads and parses data is very similar to what we previously defined.
Instead of read
or readlines
we use CSV’s open
method to load our file.
The library also supports the concept of headers and so we provide some
additional parameters which state this file has headers.
There are pros and cons to using an external library. A ‘pro’ is how easy this library makes it for us to express that our file has headers. A ‘con’ is that you have to learn how the library is implemented.
Accessing Columns by their Names
CSV files with headers have an additional option which allows you to access the column values by their headers. Our CSV file defines several different formats for the column names. The CSV library provides an additional option which allows us to convert the header names to symbols.
Converting the headers to symbols will make our column names more uniform and
easier to remember. The header ‘first_Name’ will be converted to :first_name
.
require "csv"
puts "EventManager initialized."
contents = CSV.open "event_attendees.csv", headers: true, header_converters: :symbol
contents.each do |row|
name = row[:first_name]
puts name
end
Displaying the Zip Codes of All Attendees
Accessing the zipcode is very easy using the header name. ‘Zipcode’ becomes
:zipcode
.
require "csv"
puts "EventManager initialized."
contents = CSV.open "event_attendees.csv", headers: true, header_converters: :symbol
contents.each do |row|
name = row[:first_name]
zipcode = row[:zipcode]
puts "#{name} #{zipcode}"
end
We now are able to output the name of the individual and their zipcode.
Now that we are able to visualize both pieces of data we realize that we have a problem….
Iteration 2: Cleaning up our Zip Codes
The zip codes in our small sample show us:
- Most zip codes are correctly expressed as a five-digit number
- Some zip codes are represented with less than a five-digit number
- Some zip codes are missing
Before we are able to figure out our attendees’ representatives we need to solve the second issue and the third issue.
- Some zip codes are represented with less than a five-digit number
If we looked at the larger sample of data we would see that the majority of the shorter zip codes are from individuals from states in the north-eastern part of the United States. Many zip codes there start with
- This data was likely stored in the database as an integer, and not as text, which caused the leading zeros to be removed.
So in the case of zip codes less than five-digits we will assume that we can pad missing zeros to the front.
- Some zip codes are missing
Some of our attendees are missing a zip code. It is likely that they forgot to enter the data when they filled out the form. The zip code data was not likely marked as mandatory and so our future attendees were not presented with an error message.
We could try and figure out the zip code based on the rest of the address provided. We could be wrong with our guess so instead we will use a default, bad zip code of “00000”.
Pseudocode for Cleaning Zip Codes
Before we start to explore a solution with Ruby code it is often helpful to express what we are hoping to accomplish in English words.
require "csv"
puts "EventManager initialized."
contents = CSV.open "event_attendees.csv", headers: true, header_converters: :symbol
contents.each do |row|
name = row[:first_name]
zipcode = row[:zipcode]
# if the zip code is exactly five digits, assume that it is ok
# if the zip code is more than 5 digits, truncate it to the first 5 digits
# if the zip code is less than 5 digits, add zeros to the front until it becomes five digits
puts "#{name} #{zipcode}"
end
- if the zip code is exactly five digits, assume that it is ok
In the case when the zip code is five digits in length we have it easy. We simply want to do nothing.
- if the zip code is more than 5 digits, truncate it to the first 5 digits
While zip codes can be expressed with additional resolution (more digits after a dash) we are only interested in the first five digits.
- if the zip code is less than 5 digits, add zeros to the front until it becomes five digits
There are many possible ways that we can solve this issue. These are a few paths:
- Use a
while
oruntil
loop to prepend zeros until the length is five - Calculate the length of the current zip code and add missing zeros to the front
- Add five zeros to the front of the current zip code and then trim the last five digits
- Use String#rjust to append zeros to the front of the string.
Handling Bad and Good Zip Codes
The following solution employs:
- String#length - returns the length of the string.
- String#rjust - to pad the string with zeros.
- String#slice - to create sub-strings either through
the
slice
method or the array-like notation[]
require 'csv'
puts "EventManager initialized."
contents = CSV.open 'event_attendees.csv', headers: true, header_converters: :symbol
contents.each do |row|
name = row[:first_name]
zipcode = row[:zipcode]
if zipcode.length < 5
zipcode = zipcode.rjust 5, "0"
elsif zipcode.length > 5
zipcode = zipcode[0..4]
end
puts "#{name} #{zipcode}"
end
When we run our application, we see the first few output correctly and then the application terminates.
$ ruby lib/event_manager.rb
EventManager initialized.
Allison 20010
SArah 20009
Sarah 33703
David 07306
lib/event_manager.rb:11:in `block in <main>': undefined method `length' for nil:NilClass (NoMethodError)
from /Users/burtlo/.rvm/rubies/ruby-1.9.3-p374/lib/ruby/1.9.1/csv.rb:1792:in `each'
from lib/event_manager.rb:7:in `<main>'
- What is the error mesage “undefined method `length’ for nil:NilClass (NoMethodError)” saying?
Reviewing our CSV data we notice that the next row specifies no value. An empty field translates into a nil instead of an empty string. This is choice made by the CSV library maintainers. So we now need to handle this situation.
Handling Missing Zip Codes
Our solution above does not handle the case when the zip code has not been
specified. CSV return a nil
value when no value has been specified in the
column. All objects in Ruby respond to #nil?
. All objects will return false
except for a nil
.
We can update our implementation to handle this new case by simply adding a
check for nil?
.
require 'csv'
puts "EventManager initialized."
contents = CSV.open 'event_attendees.csv', headers: true, header_converters: :symbol
contents.each do |row|
name = row[:first_name]
zipcode = row[:zipcode]
if zipcode.nil?
zipcode = "00000"
elsif zipcode.length < 5
zipcode = zipcode.rjust 5, "0"
elsif zipcode.length > 5
zipcode = zipcode[0..4]
end
puts "#{name} #{zipcode}"
end
$ ruby lib/event_manager.rb
EventManager initialized.
Allison 20010
SArah 20009
Sarah 33703
David 07306
Chris 00000
Aya 90210
Mary Kate 21230
Audrey 95667
Shiyu 96734
Eli 92037
Colin 02703
Megan 43201
Meggie 94611
Laura 00924
Paul 14517
Shannon 03082
Shannon 98122
Nash 98122
Amanda 14841
Moving Clean Zip Codes to a Method
It is important for us to take a look at our implementation. During this examination we should ask ourselves:
- Does the code clearly express what it is trying to accomplish?
The implementation does a decent job at expressing what it accomplishes. The
biggest problem is that it is expressing it near so many other concepts. To
make this implementation clearer we should move this logic into its own method
named clean_zipcode
.
require 'csv'
def clean_zipcode(zipcode)
if zipcode.nil?
"00000"
elsif zipcode.length < 5
zipcode.rjust(5,"0")
elsif zipcode.length > 5
zipcode[0..4]
else
zipcode
end
end
puts "EventManager initialized."
contents = CSV.open 'event_attendees.csv', headers: true, header_converters: :symbol
contents.each do |row|
name = row[:first_name]
zipcode = clean_zipcode(row[:zipcode])
puts "#{name} #{zipcode}"
end
While this may feel like a very small, inconsequential change. Small changes like these help make your code cleaner and your intent clearer.
Refactoring Clean Zip Codes
With our clean zip code logic tucked away in our clean_zipcode
method we can
examine it further to see if we can make it even more succinct.
- Coercion over Questions
A good rule when developing in Ruby is to favor coercing values into similar
values so that they will behave the same. We have a special case to deal
specifically with a nil
value. It would be much easier if instead of checking
for a nil value we convert the nil
into a string with
NilClass#to_s.
$ nil.to_s
=> ""
Examining String#rjust in irb we can see that when we provide values greater than 5 it performs no work. This means we apply it in both cases as it will have the same intended effect.
$ "123456".rjust 5, "0"
=> "123456"
Lastly, examining String#slice in irb we can see that for a number that is exactly five digits in length it has no effect. This also means we can apply it in cases when the zip code is five digits or more than five digits and it will have the same effect.
$ "12345"[0..4]
=> "12345"
Combining all of these steps together we can write a more succinct
clean_zipcode
method:
def clean_zipcode(zipcode)
zipcode.to_s.rjust(5,"0")[0..4]
end