Javascript Priority Queue
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Michael Zippo
04.11.2021
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Python priority queue: a guide
A stores Python priority queue data in a particular order. There are two ways to implement a priority queue in Python:. Using the queue class and using the heapq module
You may want to sort the data based on the values ​​of each item in the list. For example, you might want the highest value to appear in the list first and the lowest value to appear in the last list.
is the queue of priority waiting come in. A queue of priority waiting is a data structure that stores data based on the value of its key in the ascending order. This gives you easy access to the smallest and the largest value in the queue .
This tutorial will explain why you should not use a list to create queues of priority waiting. We are going to show you two more efficient approaches that you can use to create a Python priority queue.
What is a Python priority queue?
Priority queues are a modified version of a queue that stores data in order to which item has the highest priority. The priority of each item in a priority queue is decided based on the item’s value.
In calculation, queues are data structures that elements of memory in FIFO (first in, first) order. -Out). There are a few scenarios where using this facility can be helpful.
For example, suppose you are building an order tracking app for a restaurant. The person ordering must first be served in front of the people by placing the order later. . To keep track of commands you need to use a queue
There are two ways to set priority queue in Python:
- Using the PriorityQueue Queue class
- Using the heapq module
You can set a priority queue using a list structure, but this strategy is less efficient than using the queue class or module PriorityQueue heapq
Priority queue plate:. Queue.PriorityQueue
queue.PriorityQueue creates a Python priority queue. This class is part of the Python code library. You must import the queue library to use this class. To retrieve an item from a PriorityQueue, you can use the get () method.
To access the PriorityQueue class, we need to import it into our code, which we can do using this import Python statement :
Suppose we want to create a queue d ’ priority waiting for ticket holders at a con rt. We could do it using this code:
Our code returns:
In our code, we have To first import the PriorityQueue class from the file library, we initialize a priority queue called ticket_holders. Next, we put three tuples in our priority queue, the store ticket numbers, and the names associated with a ticket.
We use a Python loop to examine each item in the ticket_holders priority queue . Then we get this element using get ().
queue.PriorityQueue method is effective and easy to use, making it an excellent choice when you need to create a queue of priority waiting.
Python heapq priority queue module
The heapq module allows you to define a Python priority queue. A heapq data structure removes items in order of priority. The lowest value has the lowest priority and the highest value has the highest priority in the heapq structure
Before can use the heapq module, we must first import it into our code using the following import instruction:
Either dos go to our previous example. Suppose we want to create a priority queue to store information about ticket holders at a concert. We could then do this using the heapq module and this program:
Our code returns:
First , we imported the heapq library, then we initialized a Python variable called ticket_holders . We used the heappush () method to put three tuples in our priority queue. This queue stores the ticket numbers for each ticket holder and the name of each ticket holder.
We then created a loop while going through each item in our priority queue. This loop removes the element top of the queue of waiting using heappop () . Then the deleted item is printed to the console. As you can see, all the items in our queue are printed in order of priority.
Why you shouldn’t keep a list
Technically you can create a priority queue using the python list data structure. To do this, you would have to create a list, then sort them in ascending order.
However, this is a relatively inefficient way to maintain a priority queue. While editing the items in the list, you need to rearrange the list, which takes time.
You can use a traditional list as a priority queue if you just need to store a few values. But if you are looking to create a larger queue, lists are not a good option
For reference, let’s look at an example of a priority queue using lists. Suppose we want to create a priority queue that stores the order of ticket holders who should be admitted to a first concert. We could use the following code to create this queue:
Our code returns:
we created a list called ticket_holders , we added three tuples to the list. Each tuple contained a ticket number of the ticket holder and their name. Next, we used the Python sort () function to sort the list of ticket holders in reverse order.
We’ve created a long time loop that goes through each item in the ticket_holders list and the item at the top of the list. Then our code prints the deleted item to the console.
Conclusion
The two most common to create queue priority are to use the heapq or queue module . PriorityQueue class . Although it is technically possible to use a list as a priority queue, this approach does not work well.
This tutorial has discussed, referring to examples, how to create a priority queue in Python. You are now equipped with the knowledge to start building your priority queues like a Python pro!
For more tips on learning Python, see our Python Learning Guide .
👻 Read also: what is the best laptop for engineering students?
Javascript Priority Queue __del__: Questions
How can I make a time delay in Python?
5 answers
I would like to know how to put a time delay in a Python script.
2973
Answer #1
import time
time.sleep(5) # Delays for 5 seconds. You can also use a float value.
Here is another example where something is run approximately once a minute:
import time
while True:
print("This prints once a minute.")
time.sleep(60) # Delay for 1 minute (60 seconds).
Javascript Priority Queue __del__: Questions
How to delete a file or folder in Python?
5 answers
How do I delete a file or folder in Python?
2639
Answer #1
Path
objects from the Python 3.4+ pathlib
module also expose these instance methods:
2639
Answer #2
Path
objects from the Python 3.4+ pathlib
module also expose these instance methods:
2639
Answer #3
Python syntax to delete a file
import os
os.remove("/tmp/<file_name>.txt")
Or
import os
os.unlink("/tmp/<file_name>.txt")
Or
pathlib Library for Python version >= 3.4
file_to_rem = pathlib.Path("/tmp/<file_name>.txt")
file_to_rem.unlink()
Path.unlink(missing_ok=False)
Unlink method used to remove the file or the symbolik link.
If missing_ok is false (the default), FileNotFoundError is raised if the path does not exist.
If missing_ok is true, FileNotFoundError exceptions will be ignored (same behavior as the POSIX rm -f command).
Changed in version 3.8: The missing_ok parameter was added.
Best practice
- First, check whether the file or folder exists or not then only delete that file. This can be achieved in two ways :
a. os.path.isfile("/path/to/file")
b. Use exception handling.
EXAMPLE for os.path.isfile
#!/usr/bin/python
import os
myfile="/tmp/foo.txt"
## If file exists, delete it ##
if os.path.isfile(myfile):
os.remove(myfile)
else: ## Show an error ##
print("Error: %s file not found" % myfile)
Exception Handling
#!/usr/bin/python
import os
## Get input ##
myfile= raw_input("Enter file name to delete: ")
## Try to delete the file ##
try:
os.remove(myfile)
except OSError as e: ## if failed, report it back to the user ##
print ("Error: %s - %s." % (e.filename, e.strerror))
RESPECTIVE OUTPUT
Enter file name to delete : demo.txt
Error: demo.txt - No such file or directory.
Enter file name to delete : rrr.txt
Error: rrr.txt - Operation not permitted.
Enter file name to delete : foo.txt
Python syntax to delete a folder
shutil.rmtree()
Example for shutil.rmtree()
#!/usr/bin/python
import os
import sys
import shutil
# Get directory name
mydir= raw_input("Enter directory name: ")
## Try to remove tree; if failed show an error using try...except on screen
try:
shutil.rmtree(mydir)
except OSError as e:
print ("Error: %s - %s." % (e.filename, e.strerror))
Is there a simple way to delete a list element by value?
5 answers
I want to remove a value from a list if it exists in the list (which it may not).
a = [1, 2, 3, 4]
b = a.index(6)
del a[b]
print(a)
The above case (in which it does not exist) shows the following error:
Traceback (most recent call last):
File "D:zjm_codea.py", line 6, in <module>
b = a.index(6)
ValueError: list.index(x): x not in list
So I have to do this:
a = [1, 2, 3, 4]
try:
b = a.index(6)
del a[b]
except:
pass
print(a)
But is there not a simpler way to do this?
1055
Answer #1
To remove an element"s first occurrence in a list, simply use list.remove
:
>>> a = ["a", "b", "c", "d"]
>>> a.remove("b")
>>> print(a)
["a", "c", "d"]
Mind that it does not remove all occurrences of your element. Use a list comprehension for that.
>>> a = [10, 20, 30, 40, 20, 30, 40, 20, 70, 20]
>>> a = [x for x in a if x != 20]
>>> print(a)
[10, 30, 40, 30, 40, 70]
We hope this article has helped you to resolve the problem. Apart from Javascript Priority Queue, check other __del__-related topics.
Want to excel in Python? See our review of the best Python online courses 2023. If you are interested in Data Science, check also how to learn programming in R.
By the way, this material is also available in other languages:
Ken Danburry
Singapore | 2023-02-09
Maybe there are another answers? What Javascript Priority Queue exactly means?. I am just not quite sure it is the best method
Anna Robinson
Tallinn | 2023-02-09
Thanks for explaining! I was stuck with Javascript Priority Queue for some hours, finally got it done 🤗. Checked yesterday, it works!
Boris Danburry
Milan | 2023-02-09
Maybe there are another answers? What Javascript Priority Queue exactly means?. Will get back tomorrow with feedback
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