Skillshare intro to Python/Unit 5: Difference between revisions

From OpenHatch wiki
Content added Content deleted
imported>Jesstess
No edit summary
imported>Jesstess
No edit summary
Line 1: Line 1:
[[File:Scrabble.jpg|right|300px]]
== Goal #1: reading from files ==


== Project ==
To get some more practice with reading from files, we're going to read, run, and extend some Python scripts.


It is time for our pièce de résistance! We are going to write a Scrabble cheater from scratch in Python.
=== Countries example ===


== Goals for this project ==
Here are the text file and Python script from the countries example from the file lesson:


* practice breaking down a problem and solving it in Python from scratch
* [http://web.mit.edu/jesstess/www/SkillsharePython/Unit5/countries.txt countries.txt]
* practice command line argument parsing
* [http://web.mit.edu/jesstess/www/SkillsharePython/Unit5/countries.py countries.py]
* practice reading from files
* practice working with dictionaries and for loops


== Problem statement ==
Please download both files and save them to your Desktop. Review <code>countries.py</code>, make sure you understand it, and then run it!


Write a Python script that takes a Scrabble rack (the Scrabble letters you have to play) as a command-line argument and prints all valid Scrabble words that can be constructed from that rack, along with their Scrabble scores, sorted by score.
Then, <b>add code to the file to answer the following questions</b>:
* What are all of the countries that end in "land"?
* What is the shortest country name?


Here are an example invocation and output:


<pre>
=== Wordplay example ===
$ python scrabble.py ZAEFIEE
17 feeze
17 feaze
16 faze
15 fiz
15 fez
12 zee
12 zea
11 za
6 fie
6 fee
6 fae
5 if
5 fe
5 fa
5 ef
2 ee
2 ea
2 ai
2 ae
</pre>


==Resources==
Here are two new files. The first, <code>sowpods.txt</code>, is the official Scrabble wordlists we'll use for our Scrabble cheater. The second is a Python script that uses data from <code>sowpods.txt</code> to find weird and interesting words:


* [http://web.mit.edu/jesstess/www/SkillsharePython/Unit5/sowpods.txt sowpods.txt]
* [http://mit.edu/jesstess/www/SkillsharePython/Unit5/sowpods.txt sowpods.txt] is a text file that contains all words in the official [http://en.wikipedia.org/wiki/SOWPODS SOWPODS] Scrabble word list, one word per line.
* Here is a Python dictionary containing all letters and their Scrabble values:
* [http://web.mit.edu/jesstess/www/SkillsharePython/Unit5/wordplay.py wordplay.py]


<pre>
Please download both files and save them to your Desktop. Open <code>wordplay.py</code>, see if you can guess what it does, and then run it!
scores = {"A": 1, "C": 3, "B": 3, "E": 1, "D": 2, "G": 2,
"F": 4, "I": 1, "H": 4, "K": 5, "J": 8, "M": 3,
"L": 1, "O": 1, "N": 1, "Q": 10, "P": 3, "S": 1,
"R": 1, "U": 1, "T": 1, "W": 4, "V": 4, "Y": 4,
"X": 8, "Z": 10}
</pre>


==Breaking down the problem==
Then, using the existing code as a template, add code to the file to answer the following questions:
* What are all of the words that contain "VV"?
* What are all of the words that contain "Q" without a "U"?
* What are all of the words that contain all of the vowels and Y, ("A", "E", "I", "O", "U", "Y") in any order?


===Step 1: create a new Python file for the project===
What other weird words can you find?

Since this Scrabble cheater is a bigger project, and something we'll want to be able to run over and over, we'll need to write it in a text file instead of interactively at the Python interpreter.

Open your text editor and create a new Python file. When you save it, give it the extension <code>.py</code>.


===Step 2: construct a Python word list===

We need to turn the words in the <code>sowpods.txt</code> file into a Python list.

To do this, write the code to open and read the contents of <code>sowpods.txt</code> line by line. As you go through each line in the file, build up a Python list, where each element in the list is a word from <code>sowpods.txt</code>. Note that each line in the file ends in an invisible newline, which you'll need to remove from the word.

To check your work, use the <code>len</code> function to print the length of your Python word list. It should contain 267751 words.

<b>Step 1 resources</b>:
<ul>
<li>
File input and output: http://docs.python.org/tutorial/inputoutput.html#reading-and-writing-files.
</li>
<li>
Stripping characters (like whitespace and newlines) from a string: http://docs.python.org/library/stdtypes.html#str.strip.
</li>
</ul>


===Step 2: get the rack===

The Scrabble rack (the letters available to make words) is provided to the script as a command line argument.

Write the code to get the Scrabble rack (the letters available to make words) from the command line argument passed to your script and save it in a variable.

To check your work, use the <code>print</code> function to print the Scrabble rack you've retrieved from the command line.

<b>Step 2 resources</b>:
<ul>
<li>
Getting and checking the number of command line arguments: http://docs.python.org/library/sys.html.
</li>
</ul>


===Step 3: find valid words===

Next, we need to find all of the valid sowpods words that can be made up of the letters in the rack.

To do this, use a <code>for</code> loop to go through every word in the word list. For every letter in that word, see if that letter is contained in the rack. If it is, save the word in a <tt>valid_words</tt> list variable. Make sure you handle repeat letters: once a letter from the rack has been used, it can't be used again.

Hint: you will need to use a <code>for</code> loop inside of a <code>for</code> loop (the outer loop is for looping over the words, the inner loop is for looping over the letters in a word).

To check your work, use the <code>print</code> function to print <code>valid_words</code> after the <code>for</code> loop.

<b>Step 3 resources</b>:
<ul>
<li>
Using lists: http://docs.python.org/tutorial/datastructures.html#more-on-lists.
</li>
<li>
<tt>for</tt> loops: http://docs.python.org/tutorial/controlflow.html#for-statements
</li>
</ul>


===Step 4: scoring===

Once we have a list of valid words, we need to get the Scrabble scores for each word.

To do this, use a <code>for</code> loop to go through each word in <code>valid_words</code>. For each word, use a counter to keep track of the score so far for the word. Then use another <code>for</code> loop to go through the word letter by letter; look up each letter in the <code>scores</code> dictionary and add the point value for that letter to the counter.

To check your work, use the <code>print</code> function inside the <code>for</code> loop to print each word in <code>valid_words</code> as well as its Scrabble value.

<b>Step 4 resources</b>:
<ul>
<li>
Dictionary manipulation: http://docs.python.org/tutorial/datastructures.html#dictionaries.
</li>
</ul>


==Checking your work==

What happens when you run your script on the following inputs?

<pre>
$ python scrabble.py AAAaaaa
2 aa
</pre>

<pre>
$ python scrabble.py ZZAAEEI
22 zeze
21 ziz
12 zee
12 zea
11 za
3 aia
2 ee
2 ea
2 ai
2 ae
2 aa
</pre>


===Step 5: sorting===

Now that we have the point values for each valid word, we need to sort them so we can print the highest-value words first.


==Bonus challenge==

Modify your script to handle blank tiles. Blank tiles have a score of 0 but can be used to represent any letter.


==Congratulations!==

You've implemented a substantial, useful script in Python from scratch that is perfect for cheating at Scrabble or Words with Friends. This is a huge accomplishment!

[[File:Fireworks.png|150px]]
[[File:Balloons.png|150px]]

Revision as of 19:41, 13 June 2013

Project

It is time for our pièce de résistance! We are going to write a Scrabble cheater from scratch in Python.

Goals for this project

  • practice breaking down a problem and solving it in Python from scratch
  • practice command line argument parsing
  • practice reading from files
  • practice working with dictionaries and for loops

Problem statement

Write a Python script that takes a Scrabble rack (the Scrabble letters you have to play) as a command-line argument and prints all valid Scrabble words that can be constructed from that rack, along with their Scrabble scores, sorted by score.

Here are an example invocation and output:

$ python scrabble.py ZAEFIEE
17 feeze
17 feaze
16 faze
15 fiz
15 fez
12 zee
12 zea
11 za
6 fie
6 fee
6 fae
5 if
5 fe
5 fa
5 ef
2 ee
2 ea
2 ai
2 ae

Resources

  • sowpods.txt is a text file that contains all words in the official SOWPODS Scrabble word list, one word per line.
  • Here is a Python dictionary containing all letters and their Scrabble values:
scores = {"A": 1, "C": 3, "B": 3, "E": 1, "D": 2, "G": 2,
         "F": 4, "I": 1, "H": 4, "K": 5, "J": 8, "M": 3,
         "L": 1, "O": 1, "N": 1, "Q": 10, "P": 3, "S": 1,
         "R": 1, "U": 1, "T": 1, "W": 4, "V": 4, "Y": 4,
         "X": 8, "Z": 10}

Breaking down the problem

Step 1: create a new Python file for the project

Since this Scrabble cheater is a bigger project, and something we'll want to be able to run over and over, we'll need to write it in a text file instead of interactively at the Python interpreter.

Open your text editor and create a new Python file. When you save it, give it the extension .py.


Step 2: construct a Python word list

We need to turn the words in the sowpods.txt file into a Python list.

To do this, write the code to open and read the contents of sowpods.txt line by line. As you go through each line in the file, build up a Python list, where each element in the list is a word from sowpods.txt. Note that each line in the file ends in an invisible newline, which you'll need to remove from the word.

To check your work, use the len function to print the length of your Python word list. It should contain 267751 words.

Step 1 resources:


Step 2: get the rack

The Scrabble rack (the letters available to make words) is provided to the script as a command line argument.

Write the code to get the Scrabble rack (the letters available to make words) from the command line argument passed to your script and save it in a variable.

To check your work, use the print function to print the Scrabble rack you've retrieved from the command line.

Step 2 resources:


Step 3: find valid words

Next, we need to find all of the valid sowpods words that can be made up of the letters in the rack.

To do this, use a for loop to go through every word in the word list. For every letter in that word, see if that letter is contained in the rack. If it is, save the word in a valid_words list variable. Make sure you handle repeat letters: once a letter from the rack has been used, it can't be used again.

Hint: you will need to use a for loop inside of a for loop (the outer loop is for looping over the words, the inner loop is for looping over the letters in a word).

To check your work, use the print function to print valid_words after the for loop.

Step 3 resources:


Step 4: scoring

Once we have a list of valid words, we need to get the Scrabble scores for each word.

To do this, use a for loop to go through each word in valid_words. For each word, use a counter to keep track of the score so far for the word. Then use another for loop to go through the word letter by letter; look up each letter in the scores dictionary and add the point value for that letter to the counter.

To check your work, use the print function inside the for loop to print each word in valid_words as well as its Scrabble value.

Step 4 resources:


Checking your work

What happens when you run your script on the following inputs?

$ python scrabble.py AAAaaaa
2 aa
$ python scrabble.py ZZAAEEI
22 zeze
21 ziz
12 zee
12 zea
11 za
3 aia
2 ee
2 ea
2 ai
2 ae
2 aa


Step 5: sorting

Now that we have the point values for each valid word, we need to sort them so we can print the highest-value words first.


Bonus challenge

Modify your script to handle blank tiles. Blank tiles have a score of 0 but can be used to represent any letter.


Congratulations!

You've implemented a substantial, useful script in Python from scratch that is perfect for cheating at Scrabble or Words with Friends. This is a huge accomplishment!