Revert "MAINT: Implement API changes for randomgen-derived code"

This reverts commit 17e0070df93f4262908f884dca4b08cb7d0bba7f.

6 files changed, 4106 insertions, 2 deletions

diff --git a/numpy/random/tests/data/pcg32-testset-1.csv b/numpy/random/tests/data/pcg32-testset-1.csv
new file mode 100644
index 000000000..6bddc8d5c
--- /dev/null
+++ b/numpy/random/tests/data/pcg32-testset-1.csv
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diff --git a/numpy/random/tests/data/pcg32-testset-2.csv b/numpy/random/tests/data/pcg32-testset-2.csv
new file mode 100644
index 000000000..2d4c8aed1
--- /dev/null
+++ b/numpy/random/tests/data/pcg32-testset-2.csv
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diff --git a/numpy/random/tests/data/pcg64-testset-1.csv b/numpy/random/tests/data/pcg64-testset-1.csv
new file mode 100644
index 000000000..da6d77d40
--- /dev/null
+++ b/numpy/random/tests/data/pcg64-testset-1.csv
@@ -0,0 +1,1001 @@
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diff --git a/numpy/random/tests/data/pcg64-testset-2.csv b/numpy/random/tests/data/pcg64-testset-2.csv
new file mode 100644
index 000000000..779761d0f
--- /dev/null
+++ b/numpy/random/tests/data/pcg64-testset-2.csv
@@ -0,0 +1,1001 @@
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+986, 0xc951cdb73514709
+987, 0x3ca839c27ca26de9
+988, 0x1478848a311f9cc5
+989, 0x35d2244064967478
+990, 0xe71df2d9732ffdc0
+991, 0xa12417d7b7b9e0ce
+992, 0xa1bb6da3f284f77c
+993, 0xf551e1c3171575eb
+994, 0x16083ac8a062747d
+995, 0x866d6c3a630fd4da
+996, 0x8a972ff46b3c5c4c
+997, 0x70af3b475e4a3d5d
+998, 0x2c143fd5c01d9cf5
+999, 0x68089ffadc8ea2b9
diff --git a/numpy/random/tests/test_direct.py b/numpy/random/tests/test_direct.py
index 7c6091254..794a895b8 100644
--- a/numpy/random/tests/test_direct.py
+++ b/numpy/random/tests/test_direct.py
@@ -8,7 +8,7 @@ from numpy.testing import (assert_equal, assert_allclose, assert_array_equal,
 import pytest
 
 from numpy.random import (Generator, MT19937, DSFMT, ThreeFry,
-    Philox, Xoshiro256, Xoshiro512, RandomState)
+    PCG32, PCG64, Philox, Xoshiro256, Xoshiro512, RandomState)
 from numpy.random.common import interface
 
 try:
@@ -386,6 +386,56 @@ class TestPhilox(Base):
         assert_state_equal(bit_generator.state, keyed.state)
 
 
+
+class TestPCG64(Base):
+    @classmethod
+    def setup_class(cls):
+        cls.bit_generator = PCG64
+        cls.bits = 64
+        cls.dtype = np.uint64
+        cls.data1 = cls._read_csv(join(pwd, './data/pcg64-testset-1.csv'))
+        cls.data2 = cls._read_csv(join(pwd, './data/pcg64-testset-2.csv'))
+        cls.seed_error_type = TypeError
+        cls.invalid_seed_types = [(np.array([1, 2]),), (3.2,),
+                                  (None, np.zeros(1))]
+        cls.invalid_seed_values = [(-1,), (2 ** 129 + 1,), (None, -1),
+                                   (None, 2 ** 129 + 1)]
+
+    def test_seed_float_array(self):
+        rs = Generator(self.bit_generator(*self.data1['seed']))
+        assert_raises(self.seed_error_type, rs.bit_generator.seed,
+                      np.array([np.pi]))
+        assert_raises(self.seed_error_type, rs.bit_generator.seed,
+                      np.array([-np.pi]))
+        assert_raises(self.seed_error_type, rs.bit_generator.seed,
+                      np.array([np.pi, -np.pi]))
+        assert_raises(self.seed_error_type, rs.bit_generator.seed,
+                      np.array([0, np.pi]))
+        assert_raises(self.seed_error_type, rs.bit_generator.seed, [np.pi])
+        assert_raises(self.seed_error_type, rs.bit_generator.seed, [0, np.pi])
+
+    def test_seed_out_of_range_array(self):
+        rs = Generator(self.bit_generator(*self.data1['seed']))
+        assert_raises(self.seed_error_type, rs.bit_generator.seed,
+                      [2 ** (2 * self.bits + 1)])
+        assert_raises(self.seed_error_type, rs.bit_generator.seed, [-1])
+
+
+class TestPCG32(TestPCG64):
+    @classmethod
+    def setup_class(cls):
+        cls.bit_generator = PCG32
+        cls.bits = 32
+        cls.dtype = np.uint32
+        cls.data1 = cls._read_csv(join(pwd, './data/pcg32-testset-1.csv'))
+        cls.data2 = cls._read_csv(join(pwd, './data/pcg32-testset-2.csv'))
+        cls.seed_error_type = TypeError
+        cls.invalid_seed_types = [(np.array([1, 2]),), (3.2,),
+                                  (None, np.zeros(1))]
+        cls.invalid_seed_values = [(-1,), (2 ** 129 + 1,), (None, -1),
+                                   (None, 2 ** 129 + 1)]
+
+
 class TestMT19937(Base):
     @classmethod
     def setup_class(cls):
diff --git a/numpy/random/tests/test_smoke.py b/numpy/random/tests/test_smoke.py
index d5a0c38a5..a53956193 100644
--- a/numpy/random/tests/test_smoke.py
+++ b/numpy/random/tests/test_smoke.py
@@ -9,7 +9,7 @@ import pytest
 from numpy.testing import (assert_almost_equal, assert_equal, assert_,
     assert_array_equal, suppress_warnings)
 from numpy.random import (Generator, MT19937, DSFMT, ThreeFry,
-    Philox, Xoshiro256, Xoshiro512, entropy)
+    PCG32, PCG64, Philox, Xoshiro256, Xoshiro512, entropy)
 
 
 @pytest.fixture(scope='module',
@@ -841,3 +841,53 @@ class TestEntropy(object):
         time.sleep(0.1)
         e2 = entropy.random_entropy(source='fallback')
         assert_((e1 != e2))
+
+
+class TestPCG64(RNG):
+    @classmethod
+    def setup_class(cls):
+        cls.bit_generator = PCG64
+        cls.advance = 2 ** 96 + 2 ** 48 + 2 ** 21 + 2 ** 16 + 2 ** 5 + 1
+        cls.seed = [2 ** 96 + 2 ** 48 + 2 ** 21 + 2 ** 16 + 2 ** 5 + 1,
+                    2 ** 21 + 2 ** 16 + 2 ** 5 + 1]
+        cls.rg = Generator(cls.bit_generator(*cls.seed))
+        cls.initial_state = cls.rg.bit_generator.state
+        cls.seed_vector_bits = None
+        cls._extra_setup()
+
+    def test_seed_array_error(self):
+        # GH #82 for error type changes
+        if self.seed_vector_bits == 32:
+            out_of_bounds = 2 ** 32
+        else:
+            out_of_bounds = 2 ** 64
+
+        seed = -1
+        with pytest.raises(ValueError):
+            self.rg.bit_generator.seed(seed)
+
+        error_type = ValueError if self.seed_vector_bits else TypeError
+        seed = np.array([-1], dtype=np.int32)
+        with pytest.raises(error_type):
+            self.rg.bit_generator.seed(seed)
+
+        seed = np.array([1, 2, 3, -5], dtype=np.int32)
+        with pytest.raises(error_type):
+            self.rg.bit_generator.seed(seed)
+
+        seed = np.array([1, 2, 3, out_of_bounds])
+        with pytest.raises(error_type):
+            self.rg.bit_generator.seed(seed)
+
+
+class TestPCG32(TestPCG64):
+    @classmethod
+    def setup_class(cls):
+        cls.bit_generator = PCG32
+        cls.advance = 2 ** 48 + 2 ** 21 + 2 ** 16 + 2 ** 5 + 1
+        cls.seed = [2 ** 48 + 2 ** 21 + 2 ** 16 + 2 ** 5 + 1,
+                    2 ** 21 + 2 ** 16 + 2 ** 5 + 1]
+        cls.rg = Generator(cls.bit_generator(*cls.seed))
+        cls.initial_state = cls.rg.bit_generator.state
+        cls.seed_vector_bits = None
+        cls._extra_setup()