In Python, a dictionary is an unordered collection of data values, used to store data values like a map. It works in a similar manner just like the real world dictionary where all the keys are unique and of immutable data type.
In this guide we will be creating an interactive English dictionary which will not only allow the user to type in words to get meaning but also provide word suggestions in the case of a misspelling.
Python Dictionary Workflow
This particular article is going to be divided into two parts, for the first part we are going to develop a terminal based application and later we will move into developing an interactive GUI app.
Despite the steps taken, that is either GUI based or Terminal based our dictionary will work the same performing the same operations, that is:
- The first step, the JSON file will be loaded into python.
- Get user input
- Cross check the meaning of the word from the JSON file
Creating Dictionary App
In order for us to create our interactive dictionary and use it in the terminal, we will need:
- A .py file – which will contain our code.
- A data file – which is a JSON file that contains vocabularies that will be checked against giving meaning of words asked for.
- difflib – help us compare various sequences and give us a list of words which are close to what the user intended to search for.
Now that we have all the necessary files and modules we will need, let’s get started by developing our terminal based application.
Use this link to download the JSON file.
The first step will be for us importing the libraries that we will be using, and that is done as shown below.
import json from difflib import get_close_matches
Next we load up the JSON file.
data = json.loads(open('data.json').read())
At this point now we can go ahead and write our main function which will contain the code shown below. Just a simple breakdown of the main function is:
- We have defined a function: definition.
- Converted all user input into lowercase to match words in JSON file.
- If statement to check if words given exist, suggest possible words, and return an error if word does not exist.
def definition(name): name = name.lower() if name in data: return data[name] elif len(get_close_matches(name, data.keys())) > 0: check = input("Did you mean %s instead? Enter Y if yes, otherwise N to exit: " % get_close_matches(name, data.keys())) if check == "Y": return data[get_close_matches(name, data.keys())] elif check == "N": return "The word doesn't exist. Please double check it." else: return "We didn't understand your entry." else: return "Sorry, this word is not an English word. Please double check your spelling."
Next, we now pass in the method that will take in the user input and check it against the set of words passed in the JSON file.
word = input('Enter a name: ')
The last step is to add an output format. We need to get our answers arranged in an easier manner to read, and in order to achieve that we make use of the if statement and for loop. Which will list all meanings in a separate line in the terminal.
To achieve that, we make use of the code below.
output = definition(word) if type(output) == list: for item in output: print(item) else: print(output)
Now let’s go ahead and test out our program by running it on different instances.
- If you check an English word, for example the word “program” the output will be as shown below.
- What if we happen to misspell a word, will we be able to get correct suggestions? For example let’s take an instance where we want to get the meaning of the word rain but we misspell it by typing rrainn, will we get the correct suggestion?
- Similarly if we happen to type a word that is not in the english dictionary, we will get an error message saying the word is not an english word, for example:
From the above code output samples, we have been able to create an interactive dictionary operated from the terminal and we are able to get words meaning and also correctly tell if a word is misspelled or does not exist in the english dictionary.
Now let’s go ahead and create a GUI based dictionary.
GUI based Dictionary
In this particular section, we will do things a little bit differently. Since we will need an interface we will interact with we are going to use different modules compared to our terminal app.
In this case apart from having a .py file, we are going to make use of:
- PyDictionary – A Python module that will help us get meanings, synonyms and antonyms of words.
- Tkinter – A python framework that will enable us to create GUI elements usings its widgets found in the Tk toolkit.
Step 1: Installing the packages
To install PyDictionary, we will use the pip command on either the terminal or command prompt.
pip install PyDictionary
Similarly to install
tkinter we make use of pip by executing the command below:
pip install tk
Step 2: Import the installed packages
In order for us to use the two modules that we have installed via the terminal, we will need to import them. The code below allows us to do this:
from tkinter import * from PyDictionary import PyDictionary
First, we import tkinter with all its related libraries, which we will use to create the interface. Next, we import PyDictionary, which will enable us to get meaning to words that we put in the search box.
Step 3: Create instances for the packages
In order for us to make use of the two packages we need an instance. In PyDictionary the instance will take in words, while for tkinter it will initialize the tools for usability.
dictionary = PyDictionary() root = Tk()
Step 4: Set Window Dimensions & Title
When you use tkinter, it’s important to note that geometry determines the position and size of the screen. In our dictionary to set the size of our window we use the
In our code, we have set the window size to
600x400 and the position of the window to 50px from top and left of the screen. We have also added a title by use of the
# set geometry root.title("Dictionary") root.geometry("600x400+50+50")
Step 5: Define main function
Our function will help us to make use of other attributes of the
PyDictionary class, such as getting the meaning, synonyms and antonyms of the issued words.
def dict(): meaning.config(text=dictionary.meaning(word.get())['Noun']) synonym.config(text=dictionary.synonym(word.get())) antonym.config(text=dictionary.antonym(word.get()))
Step 6: Add Labels and Buttons
This particular step is where we get to design the interface of our dictionary, that is by setting the fonts, colors, text position etc…
# Add labels, buttons and frame Label(root, text="My Dictionary", font=( "Poppins, 20 bold"), fg="Orange").pack(pady=20) # Frame 1 frame = Frame(root) Label(frame, text="Enter word: ", font=( "Helvetica, 15 bold")).pack(side="left") word = Entry(frame, font=("Helvetica, 15 bold"), width=30) word.pack() frame.pack(pady=10) # Frame 2 frame1 = Frame(root) Label(frame1, text="Meaning: ", font=("Aerial, 15 bold")).pack(side=LEFT) meaning = Label(frame1, text="", font=("Poppins, 15")) meaning.pack() frame1.pack(pady=10) # Frame 3 frame2 = Frame(root) Label(frame2, text="Synonym: ", font=( "Roboto, 15 bold")).pack(side=LEFT) synonym = Label(frame2, text="", font=("Roboto, 15")) synonym.pack() frame2.pack(pady=10) # Frame 4 frame3 = Frame(root) Label(frame3, text="Antonym: ", font=("Helvetica, 15 bold")).pack(side=LEFT) antonym = Label(frame3, text="", font=("Helvetica, 15")) antonym.pack(side=LEFT) frame3.pack(pady=10) Button(root, text="Search", font=("Helvetica, 15 bold"), command=dict).pack()
Now, we only have to do one more step. We just have to add the last piece of code that will execute the program.
Step 7: Run the App
To execute the app we use the
mainloop() method. What it does is, it tells Python to run the
tkinter event loop until the user exits it.
# Execute Tkinter root.mainloop()
Step 8: Output
Running the above code will create a display of our dictionary app that will look as shown below with everything set as defined in the code.
Now, let’s get a sample output to be sure everything is working fine:
It’s important to also highlight that with the PyDictionary you can do more than get word meanings, synonyms and antonyms. You can also translate words from one language to another. To learn more about how to implement this, check out the official documentation.
Now you can create a Dictionary App using Python that can run through the terminal and an interactive GUI. There is no limitation on the design of the app. Therefore, you can redesign it to meet your own specification and style. You can even add other interactivity features to it. It’s about time you start using your own dictionary.