var assert = require('assert'),
    approx = require('../../../tools/approx'),
    math = require('../../../index');

describe('trace', function() {

  it('should calculate correctly the trace of a NxN array', function() {
    assert.equal(math.trace([5]), 5);
    assert.equal(math.trace([[1,2],[3,4]]), 5);
    approx.equal(math.trace([
      [-2, 2,  3],
      [-1, 1,  3],
      [ 2, 0, -1]
    ]), -2);
    approx.equal(math.trace([
      [ 1, 4,  7],
      [ 3, 0,  5],
      [-1, 9, 11]
    ]), 12);
    approx.equal(math.trace([
      [1,7,4,3,7], 
      [0,7,0,3,7], 
      [0,7,4,3,0], 
      [1,7,5,9,7], 
      [2,7,4,3,7]
    ]), 28);
  });
  
  it('should calculate correctly the trace of a NxN matrix', function() {
    assert.equal(math.trace(math.matrix([5])), 5);
    assert.equal(math.trace(math.matrix([[1,2],[3,4]])), 5);
    assert.equal(math.trace(math.matrix([[1,2],[3,4]])), 5);
    approx.equal(
      math.trace(
        math.matrix(
          [
            [-2, 2,  3],
            [-1, 1,  3],
            [ 2, 0, -1]
          ])), 
      -2);
    approx.equal(
      math.trace(
        math.matrix(
          [
            [ 1, 4,  7],
            [ 3, 0,  5],
            [-1, 9, 11]
          ])), 
      12);
    approx.equal(
      math.trace(
        math.matrix(
          [
            [1, 7, 4, 3, 7], 
            [0, 7, 0, 3, 7], 
            [0, 7, 4, 3, 0], 
            [1, 7, 5, 9, 7], 
            [2, 7, 4, 3, 7]
          ])), 
      28);
    approx.equal(math.trace(math.diag([4, -5, 6])), 5);
  });
  
  it('should calculate correctly the trace of a NxN matrix, sparse', function() {
    assert.equal(math.trace(math.matrix([5], 'sparse')), 5);
    assert.equal(math.trace(math.matrix([[1,2],[3,4]], 'sparse')), 5);
    assert.equal(math.trace(math.matrix([[1,2],[3,4]], 'sparse')), 5);
    approx.equal(
      math.trace(
        math.matrix(
          [
            [-2, 2,  3],
            [-1, 1,  3],
            [ 2, 0, -1]
          ],
          'sparse')), 
      -2);
    approx.equal(
      math.trace(
        math.matrix(
          [
            [ 1, 4,  7],
            [ 3, 0,  5],
            [-1, 9, 11]
          ],
          'sparse')), 
      12);
    approx.equal(
      math.trace(
        math.matrix(
          [
            [1, 7, 4, 3, 7], 
            [0, 7, 0, 3, 7], 
            [0, 7, 4, 3, 0], 
            [1, 7, 5, 9, 7], 
            [2, 7, 4, 3, 7]
          ],
          'sparse')), 
      28);
  });

  it('should return N for the identity matrix',function() {
    assert.equal(math.trace(math.eye(7)), 7);
    assert.equal(math.trace(math.eye(2)), 2);
    assert.equal(math.trace(math.eye(1)), 1);
  });

  it('should calculate the trace for a scalar',function() {
    assert.equal(math.trace(7), 7);

    var c1 = math.complex(2, 3);
    var c2 = math.trace(c1);
    assert.deepEqual(c1, c2);

    // c2 should be a clone
    c1.re = 0;
    assert.equal(c1.re, 0);
    assert.equal(c2.re, 2);
  });

  it('should calculate the trace for a 1x1 array',function() {
    var c1 = math.complex(2, 3);
    var c2 = math.trace([[c1]]);
    assert.deepEqual(c1, c2);

    // c2 should be a clone
    c1.re = 0;
    assert.equal(c1.re, 0);
    assert.equal(c2.re, 2);
  });
  
  it('should calculate the trace for a 1x1 matrix',function() {
    var c1 = math.complex(2, 3);
    var c2 = math.trace(math.matrix([[c1]]));
    assert.deepEqual(c1, c2);

    // c2 should be a clone
    c1.re = 0;
    assert.equal(c1.re, 0);
    assert.equal(c2.re, 2);
  });
  
  it('should calculate the trace for a 1x1 matrix, sparse',function() {
    var c1 = math.complex(2, 3);
    var c2 = math.trace(math.matrix([[c1]], 'sparse'));
    assert.deepEqual(c1, c2);

    // c2 should be a clone
    c1.re = 0;
    assert.equal(c1.re, 0);
    assert.equal(c2.re, 2);
  });

  it('should calculate correctly the trace of a matrix with bignumbers', function() {
    var bignumber = math.bignumber;

    // 1x1
    assert.deepEqual(math.trace([bignumber(5)]), bignumber(5));

    // 2x2
    assert.deepEqual(math.trace([
      [bignumber(1), bignumber(2)],
      [bignumber(3), bignumber(4)]
    ]), bignumber(5));

    // 3x3
    assert.deepEqual(math.trace([
      [bignumber(-2), bignumber(2), bignumber( 3)],
      [bignumber(-1), bignumber(1), bignumber( 3)],
      [bignumber( 2), bignumber(0), bignumber(-1)]
    ]), bignumber(-2));

    // the following would fail with regular Numbers due to a precision overflow
    assert.deepEqual(math.trace([
      [bignumber(1e10+1), bignumber(1e10)],
      [bignumber(1e10), bignumber(-1e10)]
    ]), bignumber(1));
  });

  it('should calculate the trace of a matrix with mixed numbers and bignumbers', function() {
    var bignumber = math.bignumber;
    assert.deepEqual(math.trace([
      [bignumber(2), 1],
      [bignumber(3), 4]
    ]), bignumber(6));
  });

  it('should not change the value of the initial matrix', function() {
    var m_test = [[1,2,3],[4,5,6],[7,8,9]];
    math.trace(m_test);
    assert.deepEqual(m_test, [[1,2,3],[4,5,6],[7,8,9]]);
  });

  it('should not accept a non-square matrix', function() {
    assert.throws(function() { math.trace([1,2]); });
    assert.throws(function() { math.trace([[1,2,3],[1,2,3]]); });
    assert.throws(function() { math.trace([0,1],[0,1],[0,1]); });
    assert.throws(function() { math.trace(math.matrix([[1,2,3],[1,2,3]])); });
    assert.throws(function() { math.trace(math.matrix([[1,2,3],[1,2,3]], 'sparse')); });
  });

  it('should not accept arrays with dimensions higher than 2', function() {
    assert.throws(function() { math.trace([[[1]]]); }, RangeError);
    assert.throws(function() { math.trace(math.matrix([[[1]]])); }, RangeError);
  });

  it('should LaTeX trace', function () {
    var expression = math.parse('trace([[1,2],[3,4]])');
    assert.equal(expression.toTex(), '\\mathrm{tr}\\left(\\begin{bmatrix}1&2\\\\3&4\\\\\\end{bmatrix}\\right)');
  });

  describe('DenseMatrix', function () {

    it('should calculate trace on a square matrix', function() {
      var m = math.matrix([
        [1, 2],
        [4, -2]
      ]);
      assert.equal(math.trace(m), -1);

      m = math.matrix([
        [0, 0, 0, 0],
        [0, 0, 0, 0],
        [0, 0, 0, 0],
        [0, 0, 0, 0]
      ]);
      assert.equal(math.trace(m), 0);

      m = math.matrix([
        [1, 0, 0, 0],
        [0, 0, 2, 0],
        [1, 0, 0, 0],
        [0, 0, 1, 9]
      ]);
      assert.equal(math.trace(m), 10);
    });

    it('should throw an error for invalid matrix', function() {
      var m = math.matrix([
        [1, 2, 3],
        [4, 5, 6]
      ]);
      assert.throws(function () { math.trace(m); });
    });
  });
  
  describe('SparseMatrix', function () {

    it('should calculate trace on a square matrix', function() {
      var m = math.matrix([
        [1, 2],
        [4, -2]
      ], 'sparse');
      assert.equal(math.trace(m), -1);

      m = math.matrix([
        [0, 0, 0, 0],
        [0, 0, 0, 0],
        [0, 0, 0, 0],
        [0, 0, 0, 0]
      ], 'sparse');
      assert.equal(math.trace(m), 0);

      m = math.matrix([
        [1, 0, 0, 0],
        [0, 0, 2, 0],
        [1, 0, 0, 0],
        [0, 0, 1, 9]
      ], 'sparse');
      assert.equal(math.trace(m), 10);
    });

    it('should throw an error for invalid matrix', function() {
      var m = math.matrix([
        [1, 2, 3],
        [4, 5, 6]
      ], 'sparse');
      assert.throws(function () { math.trace(m); });
    });
  });
});