A Command Line Interface (CLI) to display, add, delete, search, and autocomplete words in a global trie.
The CLI requires nodejs. Please download nodejs You can download nodejs here: https://nodejs.org/en/download/.
The CLI is available on npm, which is downloaded by default when installing nodejs. In order to install the CLI, run the following in your terminal:
npm install -g trie-cli
Usage: trie <cmd> [args]
| Command | Description | Aliases |
|---|---|---|
| trie display | Displays words in trie | print, dis, p |
| trie add <word> | Adds word to the trie | a |
| trie del <word> | Deletes word from trie | delete, remove, r |
| trie autocomplete <str> | Suggests words in trie that start with str | suggest, c |
| trie search <word> | Search if word exists in the trie | exists, e |
| trie reset | Resets global trie |
Usage: trie display
Aliases: print, dis, p
The display command prints all words in the global trie.
Example:
trie display
The following are equivalent to trie display
trie print
trie dis
trie p
Usage: trie add <word>
Aliases: a
Adds word to the global trie.
Example:
To add the word apple to the global trie, use:
trie add apple
The following are equivalent to trie add apple:
trie a apple
Usage: trie del <word>
Aliases: delete, remove, r
Removes word from the global trie.
Example:
To remove the word apple to the global trie, use:
trie del apple
The following are equivalent to trie del apple:
trie delete apple
trie remove apple
trie r apple
Usage: trie autocomplete <str>
Aliases: suggest, c
The autocomplete command prints words in the trie that start with the specified string argument str.
For example, if the trie contains app, apple, applet, application.
Example:
If the trie contains ap, app, apple, applet, application, ball, ballon, and cat, trie autocomplete app will print app,apple,applet,application because they start with app.
To autocomplete the string app, use:
trie autocomplete app
The following are equivalent to trie autocomplete app:
trie suggest app
trie c app
Usage: trie search <word>
Aliases: exists, e
This command returns whether the word argument exists in the trie.
Example:
To search for the word apple, use:
trie search apple
The following are equivalent to trie del apple:
trie exists apple
trie e apple
Usage: trie reset
The reset command removes all words in the global trie.
Example:
If you want to make the trie empty, which is represented by an empty object {}, run:
trie reset
The trie is store as a JSON object (refered to as map on Firestore).
The trie is represented as nested JSON objects with each key, except for the self key, representing a character. The self key is used to represent that the path of keys leading to it make a full word in the trie.
For example, a trie that contains ape, app, and apps would look like
{
"a" : {
"p": {
"e" : {
"self" : true
},
"p" : {
"self" : true,
"s" : {
"self": true
}
}
}
}
}The api endpoints that interact with Realtime Database are deployed using Firebase Functions on the Google Cloud Platform. I chose to use Firebase Functions because used Firebase Realtime Database.
The functions have JSDOC comments. A JSDOC Documentation was generated, and is available in firebase/functions/jsdoc_documentation. Please view it for further documentation on the functions.
The CLI uses axios to send GET requests to the endpoints. Commands are mapped to the appropriate GET requests by Yargs. The data from the response is returned in promises, which are handled in the index.ts file.
The functions are deployed at https://us-central1-trie-88b16.cloudfunctions.net
| Endpoint | Params | Description |
|---|---|---|
| displayTrie | Displays all words in trie | |
| addWord | word (string) | Adds word to the global trie. |
| deleteWord | word (string) | Removes word from the global trie. |
| autocompleteSuggestions | str (string) | Suggests words in trie that start with str |
| searchWord | word (string) | Searchs if word exists in the trie |
| resetTrie | Resets global trie |
URL: https://us-central1-trie-88b16.cloudfunctions.net/displayTrie
If the request is successfully executed, then a JSON object is returned that contains a success key and a words key. The success key should be set to true. The words key should be set to an array of strings.
For example, if the trie contains an, ape, app, and apps, the object returned would be:
{
"success" : true,
"words" : ["an", "ape", "app", "apps"]
}
If there is an error, an object is returned with two keys. One key is success, which should be false, and the other key is message, and it describes why the error occured.
Example:
{
"success" : false,
"message" : "Must provide word as a parameter"
}
URL: https://us-central1-trie-88b16.cloudfunctions.net/addWord
Parameter: word (string)
If the word is successfully added, an object is returned with two keys. One key is success, which should be true, and the other key is trie and it is set to the updated trie.
For example, if app is added successfully, and the trie now contains ape, app, and apps, the object returned would be:
{
"success" : true,
"trie" : {
"a" : {
"p": {
"e" : {
"self" : true
},
"p" : {
"self" : true,
"s" : {
"self": true
}
}
}
}
}
}
If the word is not successfully added, an object is returned with two keys. One key is success, which should be false, and the other key is message, and it describes why the error occured.
For example, if app is not added successfully, and the error message is Must provide word as a parameter, then the following is returned:
{
"success" : false,
"message" : "Must provide word as a parameter"
}
URL: https://us-central1-trie-88b16.cloudfunctions.net/deleteWord
Parameter: word (string)
If the word is successfully removed, an object is returned with two keys. One key is success, which should be true, and the other key is trie and it is set to the updated trie.
For example, if apple is removed successfully, and the trie now contains ape, app, and apps, the object returned would be:
{
"success" : true,
"trie" : {
"a" : {
"p": {
"e" : {
"self" : true
},
"p" : {
"self" : true,
"s" : {
"self": true
}
}
}
}
}
}
If the word is not successfully removed, an object is returned with two keys. One key is success, which should be false, and the other key is message, and it describes why the error occured.
For example, if apple is not removed successfully, and the error message is Must provide word as a parameter, then the following is returned:
{
"success" : false,
"message" : "Must provide word as a parameter"
}
URL: https://us-central1-trie-88b16.cloudfunctions.net/autocompleteSuggestions
Parameter: str (string)
If the request is successfully executed, then a JSON object is returned that contains a success key and a words key. The success key should be set to true. The words key should be set to an array of strings.
For example, if ap is the str parameter the trie contains an, ape, app, and apps, the object returned would be:
{
"success" : true,
"words" : ["ape", "app", "apps"]
}
If there is an error, an object is returned with two keys. One key is success, which should be false, and the other key is message, and it describes why the error occured.
Example:
{
"success" : false,
"message" : "Must provide word as a parameter"
}
URL: https://us-central1-trie-88b16.cloudfunctions.net/searchWord
Parameter: word (string)
If the request is successfully executed, then a JSON object is returned that contains a success key and an exists key. The success key should be set to true. The exists should be set to a boolean that indicates whether the word exists in the trie.
For example, if app is searched up and the trie contains ape, app, and apps, the object returned would be:
{
"success" : true,
"exists" : true
}
If there is an error, an object is returned with two keys. One key is success, which should be false, and the other key is message, and it describes why the error occured.
Example:
{
"success" : false,
"message" : "Must provide word as a parameter"
}
URL: https://us-central1-trie-88b16.cloudfunctions.net/resetTrie
If the request is successfully executed, then a JSON object is returned that contains a success key and a trie key. The success key should be set to true. The trie key should be {}.
{
"success" : true,
"trie" : {}
}
If there is an error, an object is returned with two keys. One key is success, which should be false, and the other key is message, and it describes why the error occured.
Example:
{
"success" : false,
"message" : "Must provide word as a parameter"
}
Jest is used for testing. I would prefer the tests be run using firebase emulators so that I'm not charged money.
Inside the CLI directory is a test directrory. This contains trieOps.test.js file. There are variables at the top of the file that are used to control the number of random words generated, the lengths of the words generated, and a decimal to represent the percent of words that are deleted. maxWordLength and minWordLength are inclusive.
The following is the default config:
const numOfWords = 15; // Please do not use a huge number because it will cost me a lot of money. 15 takes up all my free bandwidth.
const maxWordLength = 10; // Inclusive
const minWordLength = 1; // Inclusive
const deletionPercent = 0.5;To run tests, go to the CLI directory, and run:
npm test
If I were to spend more time on this project I would:
-
Add more helpful error messages.
-
Write more extensive tests. I didn't want to go over my monthly free limit.
-
Use integers instead of booleans for the "self" key in order to keep track of how many times the word exists in the trie.
-
Use AWS Simple Queue Service to create a queue to handle requests. I chose not to do this yet because it sort of goes against the scalability purpose of serverless functions and because I don't have an AWS account (I don't have a credit card).
-
Add a childrens key to each node except for the self key. Since storage is relatively cheap, it might sense to store the children strings so that autocompletion and display are constant time. However, this would require altering the childrens array every time there is an addition and deletion. So, this optimization makes sense if we are optimizing for read over write.