#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from __future__ import print_function

from paddle.fluid.layers import data
from paddle.fluid.layers.control_flow import lod_rank_table
from paddle.fluid.executor import Executor
from paddle.fluid import Program, program_guard, core
import numpy
import unittest


class TestLoDRankTable(unittest.TestCase):
    def test_lod_rank_table(self):
        x = data(name='x', shape=[100])
        cpu = core.CPUPlace()
        rank_table = lod_rank_table(x=x, level=1)
        rank_table.persistable = True
        exe = Executor(cpu)
        scope = core.Scope()

        tensor = core.LoDTensor()
        tensor.set(numpy.random.random(size=(17, 100)), cpu)
        tensor.set_recursive_sequence_lengths(
            [[1, 2], [5, 1, 1], [3, 1, 5, 1, 3, 3, 1]])
        exe.run(scope=scope, feed={'x': tensor})
        var = scope.find_var(rank_table.name)
        table = var.get_lod_rank_table()
        self.assertEqual([(0, 5), (1, 1), (2, 1)], list(table.items()))


class TestLoDRankTableError(unittest.TestCase):
    def test_errors(self):
        with program_guard(Program(), Program()):
            x = numpy.random.random((2, 4)).astype("float32")

            def test_Variable():
                rank_table = lod_rank_table(x=x, level=1)

            self.assertRaises(TypeError, test_Variable)

            def test_list_Variable():
                rank_table = lod_rank_table(x=[x], level=1)

            self.assertRaises(TypeError, test_list_Variable)

            x = data(name='x', shape=[10], dtype='float32', lod_level=1)
            out = lod_rank_table(x=x, level=0)
            out = lod_rank_table(x=[x], level=0)


if __name__ == '__main__':
    unittest.main()
