This library extends regular python lists to make them easier to filter and sort. Typical list comprehensions such as [x for x in list] can quickly grow out of control for complicated behaviors. pyLINQ solves this by replacing all features of list comprehensions with a series of methods that act on a list.
More in depth documentation can be found here.
Here is how easy it is to use:
>>> my_list = List([1,-9,5,2,1])
>>> my_list.select("abs(x)").where("x>3") # Get elements where the absolute value is greater than 3.
[9,5]
>>> my_list.first("x % 2 == 0") # Get the first even number
2
>>> nameList = List(['harry','tina','jeff','hank','john','tom','steve'])
>>> nameList.groupby("x[0]") # Group list elements by first letter in name.
[{'h': ['harry', 'hank']}, {'t': ['tina', 'tom']}, {'j': ['jeff', 'john']}, {'s': ['steve']}]
>>> nameList.orderby("x[0]").takewhile("x[0] < 'm'") # Get all names that come before letter 'm'.
['harry', 'hank', 'jeff', 'john']| List of Methods for List Object | ||
|---|---|---|
| Method Name | Description | Output |
| any | Returns true if any elements matches expression | bool |
| all | Returns true if all elements matches expression | bool |
| concat | Combines two lists into a single list | List |
| count | Returns the number of elements that match expression | int |
| distinct | Returns all elements that are not duplicates | List |
| duplicate | Returns all elements that are duplicates | List |
| element | Returns the element at a specific index | element |
| except_set | Returns all elements except if they are in a second list | List |
| first | Returns the first element that matches an expression | element |
| groupby | Groups all value by a certain key | List |
| intersect | Returns all elements common between two lists | List |
| last | Returns the last element that matches an expression | element |
| max | Returns the max element of the list | element |
| min | Returns the min element of the list | element |
| oftype | Returns all elements that match a certain type | List |
| orderby | Sort the elements | List |
| select | Perform an operation/function on list elements | List |
| skipwhile | Return all elements after an expression is true | List |
| sum | Return the sum of all elements | float |
| takewhile | Return all elements before an expression is false | List |
| union | Return the combination of two lists | List |
| where | Return all elements that meet an expression | List |