Array Expressions - Shorthand Language for Array Manipulation
Project description
ArrEx
Array Expressions - Shorthand Language for Array Manipulation
Documentation
Features
- Arithmetic
- Array Looping
- Conditional Statements
- Sorting
- Regex
- Customizable Functions
Installation
Install on Pip (Recommended) or Get Python Files from Github Src
pip install ArrayExpressions
Getting Started
The main function that will be used is evaluate
from ArrayExpressions import arrex
lst = [1, 2, 3, 4, 5]
output = arrex.evaluate(lst, "e(x + 1)")
print(output) # [2, 3, 4, 5, 6]
In this code, evaluate will run the code, passing in lst to the scope (represented by 'x').
So, at the beginning of the code, x will equal [1, 2, 3, 4, 5]
In this language, certain functions like e() create a new scope.
Essentially, e() loops through each element of the x in scope.
So, it loops through the list, and sets the scope of x inside of it to the current element.
| Step | X | Code | Return | Comments |
|---|---|---|---|---|
| 1 | [1, 2, 3, 4, 5] | e(x+1) | Nothing returned yet | |
| 2 | 1 | x + 1 | 2 | Uses the first element and adds to it |
| 3 | 2 | x + 1 | 3 | Pattern continues |
| 4 | 3 | x + 1 | 4 | |
| 5 | 4 | x + 1 | 5 | |
| 6 | 5 | x + 1 | 6 | |
| 7 | [1, 2, 3, 4, 5] | [2, 3, 4, 5, 6] | [2, 3, 4, 5, 6] | The code was replaced with an array |
Function Parameters
Some functions have parameters that are either optional or required
For example, e() has an optional parameter that is written as: eK()
The k (defaulting to 1) represents how many elements are looked at in each pass through.
For example:
from ArrayExpressions import arrex
lst = [1, 2, 3, 4, 5, 6]
output = arrex.evaluate(lst, "e2(i0(x) + i1(x))")
print(output) # [3, 7, 11]
| Step | X | Code | Return | Comments |
|---|---|---|---|---|
| 1 | [1, 2, 3, 4, 5, 6] | e2(i0() + i1()) | Nothing returned yet | |
| 2 | [1, 2] | i0(x) | 1 | Gets the first element of x |
| 3 | [1, 2] | i1(x) | 2 | Gets the second element of x |
| 4 | [1, 2] | i0(x) + i1(x) | 3 | Adds the two elements |
| 5 | [3, 4] | i0(x) | 3 | Gets the first element of x |
| 6 | [3, 4] | i1(x) | 4 | Gets the second element of x |
| 7 | [3, 4] | i0(x) + i1(x) | 7 | Adds the two elements |
| 8 | [5, 6] | i0(x) | 5 | Gets the first element of x |
| 9 | [5, 6] | i1(x) | 6 | Gets the second element of x |
| 10 | [5, 6] | i0(x) + i1(x) | 11 | Adds the two elements |
| 11 | [1, 2, 3, 4, 5, 6] | [3, 7, 11] | [3, 7, 11] | The code was replaced with an array |
In this, pairs of elements were added together.
The parameter can be distinguished for readability using {}
e{2}(i0() + i1())
Types
There are four types:
- Number
- String
- Bool
- Array
Each one was its own use. However, in most cases strings and arrays work interchangably
For example, if the x is a string, then you can loop through each letter
Operators
You have already seen the plus operator. There are a few more
| Name | Symbol | Use | Code | Comments |
|---|---|---|---|---|
| Plus | + | Adding numbers, strings, or arrays | 1 + 2 | 3 |
| Minus | - | Subtracting numbers | 2 - 1 | 1, can be used for negation as in -3 |
| Multiplication | * | Multiplying numbers | 2 * 3 | 6 |
| Division | / | Dividing numbers | 5 / 4 | 1.25 |
| Parenthesis | () | Prioritize code or denotes function code | 3 / (1 + 4) | 0.6 |
| Curly Brackets | {} | Prioritize code and make function parameters more readable | 3 / {1 + 4} | 0.6 |
| Exponent | ^ | Exponentiation | 2 ^ 3 | 8 |
| Modulus | % | Getting the remainder | 15 % 2 | 1 |
| Int Division | // | Gets the int part in division | 5 // 2 | 2, useful for making numbers integers |
| Equal | == | Checking equality between values | 5 == 2 | False |
| Not Equal | != | Checking inequality between values | 5 != 2 | True |
| Greater than | > | Checking if a number is bigger than another | 5 > 2 | True |
| Less than | < | Checking if a number is smaller than another | 5 < 2 | False |
| Greater than or equal | >= | Checking if a number is bigger than or equal to another | 3 >= 3 | True |
| Less than or equal | <= | Checking if a number is smaller than or equal to another | 3 <= 3 | True |
| Boolean Not | ! | Negates a boolean | !T | False |
| Comma | , | Separates certain code in some functions | ar(1, 2, 3, 4 ) | [1, 2, 3 ,4], ar makes an array |
| Type equal | ~= | Checks if a value is a type | 3 ~= tn | True, tn means number type |
| In | _ | Checks if a value is in an array | 3_ar(1, 2, 3, 4) | True |
| Count | # | Checks how many times a value occurs in an array | 3#ar(1, 2, 3, 4, 3, 5) | 2 |
| At | @ | Checks where a value is in an array | 3@ar(1, 2, 3, 4) | 2 |
| Skim | >> | Removes all instances of a value in an array | ar(1, 2, 3, 4) >> 2 | [1, 3, 4] |
| Conditional If | ? : | Does something different depending on if something is true or not | 3 == 3 ? 50 : 20 | 50 |
Constants
There are a few constants in this programming language
- T for True
- F for False
- N for Null
- L for the length of X
- I for the index of X (defaults to 0)
- ta, tn, ts, tb for array type, number type, string type, or bool type
Important functions
ik()
The iK() function indexes the array inside of it.
- The parameter is required and must be within the range of the length of x
- The inside will default to x as in it i0() becomes i0(x)
- However, something like i0("Hello") returns "H"
sc()
The sc() function allows you to change what the current scope is
from ArrayExpressions import arrex
lst = [1, 2, 3, 4, 5, 6]
code = """
sc( e2(i0(x) + i1(x)), i0() * i1() * i2() )
"""
output = arrex.evaluate(lst, code)
print(output) # 231
In this code, the e2(i0(x) + i1(x)) will create the array [3, 7, 11]
We then set x to that using sc(e2(i0(x) + i1(x)), ... )
So, the code i0() * i1() * i2() has an x of [3, 7, 11] that it gets elements from.
l()
The l function will loop through x, but cumulate everything into one value
from ArrayExpressions import arrex
lst = [1, 2, 3, 4, 5, 6]
code = """
l(a + b)
"""
output = arrex.evaluate(lst, code)
print(output) # 21
a represents the cumulated value (which starts equal to the first element)
b represents the new value to be added on
This means you can also use l() to find the max
from ArrayExpressions import arrex
lst = [1, 2, 3, 6, 5, 4]
code = """
l(b > a ? b : a)
"""
output = arrex.evaluate(lst, code)
print(output) # 6
cv()
cvK() converts a value to another type
In this function, k is a type constant
So, it is written as cvta("Hello") or cvtn("3")
Curly brackets help this to be more readable cv{ta}("Hello")
The only conversions that aren't possible are:
- Array to number
- String to number if string isn't a number
There are other functions, but these have important utility that should be known.
Custom Functions
Custom functions can be easily added to greatly improve functionality:
Functions Generally Look Like This (Example is to Implement Sine Function)
from ArrayExpressions import arrex
import math
def sin_func(**kwargs):
#Gets the arguments
k = kwargs['k'] #Parameter
array = kwargs['array'] #Scope array
tokens = kwargs['tokens'] #Tokens
token_types = kwargs['token_types'] #Token Types
index = kwargs['index'] #Index
a = kwargs['a'] #The a
b = kwargs['b'] #The b
# Verify type of k (not needed here)
# arrex.verify_type(k, "NUMBER") #Can be "STRING", "BOOL", "ARRAY". Can set optional parameter to True to allow something like tn to count
#Do any checks that need to be made for k, array, etc.
#Interprets answer
tokens_info = arrex.interpret_code(tokens, token_types, array, index, a, b)
#Converts answer to python equivalent type as tokens_info[0][0] is the token and [0][1] is the token type
answer = arrex.convert_token_with_token_type(tokens_info[0][0], tokens_info[1][0])
#Do any needed checks
if not isinstance(answer, (int, float)):
arrex.call_error("Tokens inside are not of type float")
#Return value
return round(math.sin(math.radians(answer)), 10)
func_dict = {
"sin": sin_func
}
lst = [90, 180, 270, 360, 45, 30]
arrex.evaluate(lst, "e(sin(x))", [func_dict]) #[1.0, 0.0, -1.0, -0.0, 0.7071067812, 0.5]
Essentially, a custom function is defined by making a python function, giving it a name using a dictionary, and putting the list of dictionary(s) in the optional argument
How to support this project
⭐ Star the repository on Github. Thank you :)
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