How to flatten 2D array to 1D array?
A simple for loop will do, it is not difficult, but will depend on the order in which you want to copy the values. For instance (based on the fact that in your example the arrays all have the same length):
int[] newArray = new int[3 * a.length];
int index = 0;
for (int n = 0; n < a.length; n++) {
newArray[index++] = a[n];
newArray[index++] = b[n];
newArray[index++] = c[n];
}
or (different order, a, b, c can be of different lengths):
int[] newArray = new int[a.length + b.length + c.length];
System.arraycopy(a, 0, newArray, 0, a.length);
System.arraycopy(b, 0, newArray, a.length, b.length);
System.arraycopy(c, 0, newArray, a.length + b.length, c.length);
f# flattening a 2d array to 1d array
If you just want to flatten it you can cast it to a seq:
colors |> Seq.cast<Color>
|> Seq.length //val it : int = 384000
There might be something in Array2D that's more convenient but Array2D is really a .NET collection. You can work with ragged arrays or lists and then you can have access to Seq.concat
or collect
.
Add1
Here it is already in a 1D List:
let colors = [for i in 0..799 do
for j in 0..479 ->
if (i % 3 = 0) || (j % 3 = 0) then Color.Black
else Color.Red]
With Active Patterns
Depending on the actual complexity this might also be a good candidate for active patterns. Below an active recognizer for Black and Red is defined, together with the pattern matching, then the 2D List is generated which is fed to concat, and finally checked against the original Array2D. You don't need to work with Lists of course (e.g. can be seq for laziness or Array for performance).
let (|Black|Red|) input = if fst input % 3 = 0 || snd input % 3 = 0 then Black else Red
let matchColor =
function
|Black -> Color.Black
|Red -> Color.Red
let color3 = List.init 800 (fun i -> List.init 480 (fun j -> matchColor (i,j)))
let color4 = color3 |> List.concat
color4 |> Seq.length
colors
|> Array2D.mapi (fun i j x -> color3.[i].[j] = colors.[i,j])
|> Seq.cast<bool>
|> Seq.filter not
Transforming a 2D array to 1D array to create Data Frame
I would suggest use reshape
. It most likely creates a view and is more efficient whereas np.flatten
creates a copy:
B = A.reshape(-1)
-1
implicitly takes care of required dimension size.
C++ 2D array to 1D array
You are right with your supposition:
The cycle should be like:
for (q = 0; q < n; q++)
{
for (t = 0; t < m; t++)
{
b[q * m + t] = a[q][t];
}
}
It is always easier to consider such conversions from the view point of the higher dimension array. Furthermore with your code you did not actually modify i
or j
in the b
assigning cycle, so you should not expect different values to be assigned to the different array members of b
.
How to flatten a 2-dimensional array into a 1-dimensional array
You can do in your for loop:
int[] array = new int[80];
int k=0;
for(i = 0; i < 8; i++){
for(j = 0; j < 10; j++){
array[k++]=twoarray[i][j];
}
}
how to flatten a 2D list to 1D without using numpy?
Without numpy ( ndarray.flatten
) one way would be using chain.from_iterable
which is an alternate constructor for itertools.chain
:
>>> list(chain.from_iterable([[1,2,3],[1,2],[1,4,5,6,7]]))
[1, 2, 3, 1, 2, 1, 4, 5, 6, 7]
Or as another yet Pythonic approach you can use a list comprehension :
[j for sub in [[1,2,3],[1,2],[1,4,5,6,7]] for j in sub]
Another functional approach very suitable for short lists could also be reduce
in Python2 and functools.reduce
in Python3 (don't use this for long lists):
In [4]: from functools import reduce # Python3
In [5]: reduce(lambda x,y :x+y ,[[1,2,3],[1,2],[1,4,5,6,7]])
Out[5]: [1, 2, 3, 1, 2, 1, 4, 5, 6, 7]
To make it slightly faster you can use operator.add
, which is built-in, instead of lambda
:
In [6]: from operator import add
In [7]: reduce(add ,[[1,2,3],[1,2],[1,4,5,6,7]])
Out[7]: [1, 2, 3, 1, 2, 1, 4, 5, 6, 7]
In [8]: %timeit reduce(lambda x,y :x+y ,[[1,2,3],[1,2],[1,4,5,6,7]])
789 ns ± 7.3 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
In [9]: %timeit reduce(add ,[[1,2,3],[1,2],[1,4,5,6,7]])
635 ns ± 4.38 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
benchmark:
:~$ python -m timeit "from itertools import chain;chain.from_iterable([[1,2,3],[1,2],[1,4,5,6,7]])"
1000000 loops, best of 3: 1.58 usec per loop
:~$ python -m timeit "reduce(lambda x,y :x+y ,[[1,2,3],[1,2],[1,4,5,6,7]])"
1000000 loops, best of 3: 0.791 usec per loop
:~$ python -m timeit "[j for i in [[1,2,3],[1,2],[1,4,5,6,7]] for j in i]"
1000000 loops, best of 3: 0.784 usec per loop
A benchmark on @Will's answer that used sum
(its fast for short list but not for long list) :
:~$ python -m timeit "sum([[1,2,3],[4,5,6],[7,8,9]], [])"
1000000 loops, best of 3: 0.575 usec per loop
:~$ python -m timeit "sum([range(100),range(100)], [])"
100000 loops, best of 3: 2.27 usec per loop
:~$ python -m timeit "reduce(lambda x,y :x+y ,[range(100),range(100)])"
100000 loops, best of 3: 2.1 usec per loop
Convert a 2D JavaScript array to a 1D array
Try .concat()
:
var arrToConvert = [[0,0,1],[2,3,3],[4,4,5]];
var newArr = [];
for(var i = 0; i < arrToConvert.length; i++)
{
newArr = newArr.concat(arrToConvert[i]);
}
console.log(newArr);
Map a 2D array onto a 1D array
You need to decide whether the array elements will be stored in row order or column order and then be consistent about it. http://en.wikipedia.org/wiki/Row-major_order
The C language uses row order for Multidimensional arrays
To simulate this with a single dimensional array, you multiply the row index by the width, and add the column index thus:
int array[width * height];
int SetElement(int row, int col, int value)
{
array[width * row + col] = value;
}
Convert a 2D array into a 1D array
You've almost got it right. Just a tiny change:
public static int mode(int[][] arr) {
List<Integer> list = new ArrayList<Integer>();
for (int i = 0; i < arr.length; i++) {
// tiny change 1: proper dimensions
for (int j = 0; j < arr[i].length; j++) {
// tiny change 2: actually store the values
list.add(arr[i][j]);
}
}
// now you need to find a mode in the list.
// tiny change 3, if you definitely need an array
int[] vector = new int[list.size()];
for (int i = 0; i < vector.length; i++) {
vector[i] = list.get(i);
}
}
Related Topics
How to Determine If a Date Is Between Two Dates in Java
Make Arraylist.Toarray() Return More Specific Types
Java Linkedhashmap Get First or Last Entry
Stand-Alone Java Code Formatter/Beautifier/Pretty Printer
Gradle: Could Not Determine Java Version from '11.0.2'
Lambda Expression to Convert Array/List of String to Array/List of Integers
Should I Call Ugi.Checktgtandreloginfromkeytab() Before Every Action on Hadoop
How to Import Spring-Config.Xml of One Project into Spring-Config.Xml of Another Project
Dynamically Change Spring Data Source
How to Get Absolute Path to File in /Resources Folder of Your Project
Java:Parse Java Source Code, Extract Methods
Getting Java.Lang.Classnotfoundexception: Org.Apache.Commons.Logging.Logfactory Exception
How to Get a List of Ip Connected in Same Network (Subnet) Using Java
Bigdecimal Equals() Versus Compareto()
How to Format a String in an Email So Outlook Will Print the Line Breaks