public class ArrayUtils
extends java.lang.Object
Constructor and Description |
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ArrayUtils() |
Modifier and Type | Method and Description |
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static byte[] |
add(byte[] a,
byte[] b) |
static double[][][] |
add(double[][][] a,
double[][][] b) |
static double[][] |
add(double[][] a,
double[][] b) |
static double[] |
add(double[] a,
double b) |
static double[] |
add(double[] a,
double[] b) |
static double[] |
add(double[] a,
double[] b,
double[] c) |
static float[][] |
add(float[][] a,
float[][] b) |
static float[] |
add(float[] a,
float[] b) |
static int[][] |
add(int[][] a,
int[][] b) |
static int[] |
add(int[] a,
int[] b) |
static long[][][] |
add(long[][][] a,
long[][][] b) |
static long[][] |
add(long[][] a,
long[][] b) |
static long[] |
add(long[] nums,
long a) |
static long[] |
add(long[] a,
long[] b) |
static byte[] |
append(byte[] a,
byte[] b) |
static double[][] |
append(double[][] a,
double[][] b) |
static double[] |
append(double[] a,
double[] b) |
static int[] |
append(int[] a,
int b) |
static java.lang.String[] |
append(java.lang.String[] a,
java.lang.String[] b) |
static <T> T[] |
append(T[] a,
T... b) |
static java.lang.String |
arrayToString(int[] ary) |
static double |
avg(double[] nums) |
static double |
avg(long[] nums) |
static boolean |
contains(int[] a,
int d) |
static boolean |
contains(java.lang.String[] names,
java.lang.String name) |
static double[][] |
convertTo2DMatrix(double[] x,
int N) |
static double[] |
copyAndFillOf(double[] original,
int newLength,
double padding) |
static long[] |
copyAndFillOf(long[] original,
int newLength,
long padding) |
static <T> T[] |
copyAndFillOf(T[] original,
int newLength,
T padding) |
static double[] |
copyFromIntArray(int[] a) |
static int |
countNonzeros(double[] beta) |
static <K,V> int |
crossProductSize(java.util.Map<K,V[]> hyperSpace) |
static double[][] |
deepClone(double[][] ary) |
static int[] |
difference(int[] a,
int[] b) |
static java.lang.String[] |
difference(java.lang.String[] a,
java.lang.String[] b) |
static double[][] |
div(double[][] ds,
long[] n) |
static double[] |
div(double[] nums,
double n) |
static double[] |
div(double[] ds,
long[] n) |
static float[] |
div(float[] nums,
float n) |
static float[] |
div(float[] nums,
int n) |
static java.lang.String[] |
domainUnion(java.lang.String[] a,
java.lang.String[] b)
Clever union of String arrays.
|
static int |
encodeAsInt(byte[] b) |
static long |
encodeAsLong(byte[] b) |
static long |
encodeAsLong(byte[] b,
int off,
int len) |
static boolean |
equalsAny(long value,
long... lhs) |
static double[] |
expandAndScatter(double[] ary,
int N,
int[] ids) |
static double[] |
extractCol(int i,
double[][] ary) |
static int |
find(int[] ls,
int elem) |
static int |
find(long[] ls,
long elem) |
static <T> int |
find(T[] ts,
T elem) |
static <T> int |
find(T[] ts,
T elem,
int off) |
static double[] |
flat(double[][] arr) |
static <T> T[] |
flat(T[][] arr)
Flatenize given array.
|
static double[][] |
formGram(double[][] x) |
static double[][] |
formGram(double[][] x,
boolean transpose)
Given a n by k matrix X, form its Gram matrix
|
static Frame |
frame(double[]... rows) |
static Frame |
frame(Key key,
java.lang.String[] names,
double[]... rows)
Create a new frame based on given row data.
|
static Frame |
frame(java.lang.String[] names,
double[]... rows) |
static Frame |
frame(java.lang.String name,
Vec vec) |
static double[][] |
gaussianArray(int n,
int m) |
static double[][] |
gaussianArray(int n,
int m,
long seed) |
static double[] |
gaussianVector(int n) |
static double[] |
gaussianVector(int n,
long seed) |
static double[] |
gaussianVector(int n,
java.util.Random random) |
static double[][] |
generateLineSearchVecs(double[] srcVec,
double[] gradient,
int n,
double step) |
static boolean |
hasNaNs(double[] ary) |
static boolean |
hasNaNsOrInfs(double[] ary) |
static boolean |
hasNaNsOrInfs(float[] ary) |
static boolean |
hasNzs(double[] x) |
static double |
innerProduct(double[] x,
double[] y) |
static java.lang.Double[] |
interval(java.lang.Double start,
java.lang.Double end,
java.lang.Double step) |
static java.lang.Float[] |
interval(java.lang.Float start,
java.lang.Float end,
java.lang.Float step) |
static java.lang.Integer[] |
interval(java.lang.Integer start,
java.lang.Integer end) |
static java.lang.Integer[] |
interval(java.lang.Integer start,
java.lang.Integer end,
java.lang.Integer step) |
static double[] |
invert(double[] ary) |
static boolean |
isInt(java.lang.String s) |
static float[] |
join(float[] a,
float[] b) |
static long[] |
join(long[] a,
long[] b) |
static <T> T[] |
join(T[] a,
T[] b) |
static double |
l1norm(double[] x) |
static double |
l1norm(double[] x,
boolean skipLast) |
static double |
l2norm(double[] x) |
static double |
l2norm(double[][] x,
double[][] y) |
static double |
l2norm(double[] x,
boolean skipLast) |
static double |
l2norm(double[] x,
double[] y) |
static double |
l2norm2(double[] x) |
static double |
l2norm2(double[][] xs,
boolean skipLast) |
static double |
l2norm2(double[][] x,
double[][] y) |
static double |
l2norm2(double[] x,
boolean skipLast) |
static double |
l2norm2(double[] x,
double[] y) |
static double[] |
limitToRange(double[] sortedSplitPoints,
double min,
double maxEx) |
static int |
linearSearch(double[] vals,
double v) |
static double |
linfnorm(double[] x,
boolean skipLast) |
static double[] |
makeUniqueAndLimitToRange(double[] splitPoints,
double min,
double maxEx) |
static int |
maxIndex(double[] from) |
static int |
maxIndex(double[] from,
java.util.Random rand) |
static int |
maxIndex(float[] from,
java.util.Random rand) |
static int |
maxIndex(int[] from) |
static int |
maxIndex(int[] from,
java.util.Random rand)
Returns the index of the largest value in the array.
|
static int |
maxIndex(long[] from) |
static double |
maxValue(double[] ary) |
static double |
maxValue(double[] ary,
int from,
int to) |
static float |
maxValue(float[] ary) |
static float |
maxValue(float[] ary,
int from,
int to) |
static long |
maxValue(int[] from) |
static long |
maxValue(long[] from) |
static int |
minIndex(double[] from) |
static int |
minIndex(float[] from) |
static int |
minIndex(int[] from) |
static double |
minValue(double[] from) |
static double |
minValue(double[] ary,
int from,
int to) |
static float |
minValue(float[] from) |
static long |
minValue(int[] from) |
static long |
minValue(long[] from) |
static double[] |
mmul(double[][] M,
double[] V) |
static double[][] |
mult(double[][] ary,
double n) |
static double[] |
mult(double[] nums,
double n) |
static double[] |
mult(double[] nums,
double[] nums2) |
static float[] |
mult(float[] nums,
float n) |
static double[][] |
multArrArr(double[][] ary1,
double[][] ary2) |
static double[] |
multArrVec(double[][] ary,
double[] nums) |
static double[] |
multVecArr(double[] nums,
double[][] ary) |
static int |
numInts(java.lang.String... a)
Returns number of strings which represents a number.
|
static boolean[] |
or(boolean[] a,
boolean[] b) |
static double[][] |
outerProduct(double[] x,
double[] y) |
static double[] |
padUniformly(double[] origPoints,
int newLength) |
static double[] |
permute(double[] vec,
int[] idx) |
static double[][] |
permuteCols(double[][] ary,
int[] idx) |
static double[][] |
permuteRows(double[][] ary,
int[] idx) |
static java.lang.String |
pprint(double[][] arr) |
static java.lang.String |
pprint(double[][] arr,
java.text.DecimalFormat dformat) |
static java.lang.String[] |
prepend(java.lang.String[] ary,
java.lang.String s) |
static int[] |
range(int start,
int end)
Provide array from start to end in steps of 1
|
static float[] |
reduceMax(float[] a,
float[] b) |
static float[] |
reduceMin(float[] a,
float[] b) |
static java.lang.String[] |
remove(java.lang.String[] ary,
java.lang.String s) |
static <T> T[] |
remove(T[] ary,
int id) |
static double[] |
removeIds(double[] x,
int[] ids) |
static int[] |
removeIds(int[] x,
int[] ids) |
static int[] |
removeSorted(int[] a,
int[] b)
Remove b from a, both a,b are assumed to be sorted.
|
static double[] |
select(double[] ary,
int[] idxs) |
static java.lang.String[] |
select(java.lang.String[] ary,
int[] idxs) |
static int[] |
seq(int start,
int stop)
Generates sequence (start, stop) of integers: (start, start+1, ...., stop-1)
|
static int[] |
shuffleArray(int[] a,
int n,
int[] result,
long seed,
int startIndex)
Extract a shuffled array of integers
|
static void |
shuffleArray(int[] a,
java.util.Random rng) |
static void |
sort(int[] idxs,
double[] values)
Sort an integer array of indices based on values
Updates indices in place, keeps values the same
|
static void |
sort(int[] idxs,
double[] values,
int cutoff) |
static void |
sortedMerge(int[] aIds,
double[] aVals,
int[] bIds,
double[] bVals,
int[] resIds,
double[] resVals) |
static <T> T[] |
subarray(T[] a,
int off,
int len) |
static double[] |
subtract(double[] a,
double[] b) |
static double[] |
subtract(double[] a,
double[] b,
double[] c) |
static long[] |
subtract(long n,
long[] nums) |
static double |
sum(double[] from) |
static float |
sum(float[] from) |
static int |
sum(int[] from) |
static long |
sum(long[] from) |
static byte[] |
toByteArray(int[] ary) |
static byte[] |
toByteArray(long... nums)
Transform given long numbers into byte array.
|
static int[] |
toInt(java.lang.String[] a,
int off,
int len) |
static java.lang.String[] |
toString(int[] dom) |
static java.lang.String[] |
toString(long[] dom) |
static java.lang.String[] |
toString(java.lang.Object[] ary) |
static double[][] |
transpose(double[][] ary) |
static int[] |
union(int[] a,
int[] b)
Returns a union of given sorted arrays.
|
static java.lang.String[] |
union(java.lang.String[] a,
java.lang.String[] b,
boolean lexo)
Union of given String arrays.
|
static java.lang.String[] |
union(java.lang.String[] a,
java.lang.String[] b,
int aoff,
int alen,
int boff,
int blen,
boolean lexo) |
static int[] |
unpackInts(long... longs) |
static double[] |
wadd(double[] a,
double[] b,
double w) |
static double[] |
wadd(double[] a,
double[] b,
double[] c,
double w) |
static java.lang.Object[][] |
zip(java.lang.Object[] a,
java.lang.Object[] b) |
public static long sum(long[] from)
public static int sum(int[] from)
public static float sum(float[] from)
public static double sum(double[] from)
public static float[] reduceMin(float[] a, float[] b)
public static float[] reduceMax(float[] a, float[] b)
public static double innerProduct(double[] x, double[] y)
public static double[] mmul(double[][] M, double[] V)
public static double[][] outerProduct(double[] x, double[] y)
public static double l2norm2(double[] x)
public static double l2norm2(double[][] xs, boolean skipLast)
public static double l2norm2(double[] x, boolean skipLast)
public static double l2norm2(double[] x, double[] y)
public static double l2norm2(double[][] x, double[][] y)
public static double l1norm(double[] x)
public static double l1norm(double[] x, boolean skipLast)
public static double linfnorm(double[] x, boolean skipLast)
public static double l2norm(double[] x)
public static double l2norm(double[] x, boolean skipLast)
public static double l2norm(double[] x, double[] y)
public static double l2norm(double[][] x, double[][] y)
public static byte[] add(byte[] a, byte[] b)
public static int[] add(int[] a, int[] b)
public static int[][] add(int[][] a, int[][] b)
public static long[] add(long[] a, long[] b)
public static long[][] add(long[][] a, long[][] b)
public static long[][][] add(long[][][] a, long[][][] b)
public static float[] add(float[] a, float[] b)
public static float[][] add(float[][] a, float[][] b)
public static boolean[] or(boolean[] a, boolean[] b)
public static double[][] deepClone(double[][] ary)
public static double[] add(double[] a, double[] b)
public static double[] add(double[] a, double b)
public static double[] wadd(double[] a, double[] b, double w)
public static double[] wadd(double[] a, double[] b, double[] c, double w)
public static double[] add(double[] a, double[] b, double[] c)
public static double[][] add(double[][] a, double[][] b)
public static double[][][] add(double[][][] a, double[][][] b)
public static double avg(double[] nums)
public static double avg(long[] nums)
public static long[] add(long[] nums, long a)
public static float[] div(float[] nums, int n)
public static float[] div(float[] nums, float n)
public static double[] div(double[] nums, double n)
public static double[][] div(double[][] ds, long[] n)
public static double[] div(double[] ds, long[] n)
public static float[] mult(float[] nums, float n)
public static double[] mult(double[] nums, double n)
public static double[][] mult(double[][] ary, double n)
public static double[] mult(double[] nums, double[] nums2)
public static double[] invert(double[] ary)
public static double[] multArrVec(double[][] ary, double[] nums)
public static double[] multVecArr(double[] nums, double[][] ary)
public static double[][] multArrArr(double[][] ary1, double[][] ary2)
public static double[][] transpose(double[][] ary)
public static int[] range(int start, int end)
start
- beginning value (inclusive)end
- ending value (exclusive)public static double[][] formGram(double[][] x, boolean transpose)
x
- Matrix of real numberstranspose
- If true, compute n by n Gram of rows = XX'
If false, compute k by k Gram of cols = X'Xpublic static double[][] formGram(double[][] x)
public static double[] permute(double[] vec, int[] idx)
public static double[][] permuteCols(double[][] ary, int[] idx)
public static double[][] permuteRows(double[][] ary, int[] idx)
public static double[][] generateLineSearchVecs(double[] srcVec, double[] gradient, int n, double step)
public static java.lang.String arrayToString(int[] ary)
public static java.lang.String[] toString(long[] dom)
public static java.lang.String[] toString(int[] dom)
public static java.lang.String[] toString(java.lang.Object[] ary)
public static boolean contains(java.lang.String[] names, java.lang.String name)
public static boolean contains(int[] a, int d)
public static <T> T[] subarray(T[] a, int off, int len)
public static int maxIndex(int[] from, java.util.Random rand)
public static int maxIndex(float[] from, java.util.Random rand)
public static int maxIndex(double[] from, java.util.Random rand)
public static int maxIndex(int[] from)
public static int maxIndex(long[] from)
public static int maxIndex(double[] from)
public static int minIndex(int[] from)
public static int minIndex(float[] from)
public static int minIndex(double[] from)
public static double maxValue(double[] ary)
public static double maxValue(double[] ary, int from, int to)
public static float maxValue(float[] ary)
public static float maxValue(float[] ary, int from, int to)
public static float minValue(float[] from)
public static double minValue(double[] ary, int from, int to)
public static double minValue(double[] from)
public static long maxValue(long[] from)
public static long maxValue(int[] from)
public static long minValue(long[] from)
public static long minValue(int[] from)
public static <T> int find(T[] ts, T elem)
public static <T> int find(T[] ts, T elem, int off)
public static int find(long[] ls, long elem)
public static int find(int[] ls, int elem)
public static int linearSearch(double[] vals, double v)
public static java.lang.String pprint(double[][] arr)
public static java.lang.String pprint(double[][] arr, java.text.DecimalFormat dformat)
public static int[] unpackInts(long... longs)
public static int[] shuffleArray(int[] a, int n, int[] result, long seed, int startIndex)
a
- input arrayn
- number of elements to extractresult
- array to store the results into (will be of size n)seed
- random number seedstartIndex
- offset into apublic static void shuffleArray(int[] a, java.util.Random rng)
public static double[][] gaussianArray(int n, int m)
public static double[][] gaussianArray(int n, int m, long seed)
public static double[] gaussianVector(int n)
public static double[] gaussianVector(int n, long seed)
public static double[] gaussianVector(int n, java.util.Random random)
public static int numInts(java.lang.String... a)
public static boolean isInt(java.lang.String s)
public static int[] toInt(java.lang.String[] a, int off, int len)
public static java.lang.String[] domainUnion(java.lang.String[] a, java.lang.String[] b)
a
- a set of stringsb
- a set of stringspublic static java.lang.String[] union(java.lang.String[] a, java.lang.String[] b, boolean lexo)
a
- first arrayb
- second arraylexo
- - true if domains are sorted in lexicographical order or false for numeric domainspublic static java.lang.String[] union(java.lang.String[] a, java.lang.String[] b, int aoff, int alen, int boff, int blen, boolean lexo)
public static int[] union(int[] a, int[] b)
public static long[] join(long[] a, long[] b)
public static float[] join(float[] a, float[] b)
public static <T> T[] join(T[] a, T[] b)
public static final boolean hasNaNsOrInfs(double[] ary)
public static final boolean hasNaNs(double[] ary)
public static final boolean hasNaNsOrInfs(float[] ary)
public static int[] seq(int start, int stop)
public static int[] difference(int[] a, int[] b)
public static java.lang.String[] difference(java.lang.String[] a, java.lang.String[] b)
public static double[][] append(double[][] a, double[][] b)
public static byte[] append(byte[] a, byte[] b)
public static double[] append(double[] a, double[] b)
public static java.lang.String[] append(java.lang.String[] a, java.lang.String[] b)
public static <T> T[] append(T[] a, T... b)
public static int[] append(int[] a, int b)
public static java.lang.String[] prepend(java.lang.String[] ary, java.lang.String s)
public static <T> T[] copyAndFillOf(T[] original, int newLength, T padding)
public static double[] copyAndFillOf(double[] original, int newLength, double padding)
public static long[] copyAndFillOf(long[] original, int newLength, long padding)
public static double[] copyFromIntArray(int[] a)
public static void sortedMerge(int[] aIds, double[] aVals, int[] bIds, double[] bVals, int[] resIds, double[] resVals)
public static java.lang.String[] select(java.lang.String[] ary, int[] idxs)
public static double[] select(double[] ary, int[] idxs)
public static double[] expandAndScatter(double[] ary, int N, int[] ids)
public static void sort(int[] idxs, double[] values)
idxs
- indicesvalues
- valuespublic static void sort(int[] idxs, double[] values, int cutoff)
public static double[] subtract(double[] a, double[] b)
public static double[] subtract(double[] a, double[] b, double[] c)
public static <T> T[] flat(T[][] arr)
T
- any typearr
- array of arrayspublic static double[][] convertTo2DMatrix(double[] x, int N)
public static double[] flat(double[][] arr)
public static java.lang.Object[][] zip(java.lang.Object[] a, java.lang.Object[] b)
public static <K,V> int crossProductSize(java.util.Map<K,V[]> hyperSpace)
public static java.lang.Integer[] interval(java.lang.Integer start, java.lang.Integer end)
public static java.lang.Integer[] interval(java.lang.Integer start, java.lang.Integer end, java.lang.Integer step)
public static java.lang.Float[] interval(java.lang.Float start, java.lang.Float end, java.lang.Float step)
public static java.lang.Double[] interval(java.lang.Double start, java.lang.Double end, java.lang.Double step)
public static java.lang.String[] remove(java.lang.String[] ary, java.lang.String s)
public static Frame frame(Key key, java.lang.String[] names, double[]... rows)
key
- Key for the framenames
- names of frame columnsrows
- data given in the form of rowspublic static Frame frame(double[]... rows)
public static Frame frame(java.lang.String[] names, double[]... rows)
public static int[] removeSorted(int[] a, int[] b)
public static int[] removeIds(int[] x, int[] ids)
public static double[] removeIds(double[] x, int[] ids)
public static boolean hasNzs(double[] x)
public static int countNonzeros(double[] beta)
public static long[] subtract(long n, long[] nums)
public static <T> T[] remove(T[] ary, int id)
public static double[] padUniformly(double[] origPoints, int newLength)
public static double[] makeUniqueAndLimitToRange(double[] splitPoints, double min, double maxEx)
public static double[] limitToRange(double[] sortedSplitPoints, double min, double maxEx)
public static double[] extractCol(int i, double[][] ary)
public static long encodeAsLong(byte[] b)
public static long encodeAsLong(byte[] b, int off, int len)
public static int encodeAsInt(byte[] b)
public static byte[] toByteArray(long... nums)
public static byte[] toByteArray(int[] ary)
public static boolean equalsAny(long value, long... lhs)