def test_partially_bound_callable(self):
        """Test register partial function."""
        import functools

        def callable_schedule(par_b, par_a):
            sched = Schedule()
            sched.insert(10, Play(Constant(10, par_b), DriveChannel(0)), inplace=True)
            sched.insert(20, Play(Constant(10, par_a), DriveChannel(0)), inplace=True)
            return sched

        ref_sched = Schedule()
        ref_sched.insert(10, Play(Constant(10, 0.1), DriveChannel(0)), inplace=True)
        ref_sched.insert(20, Play(Constant(10, 0.2), DriveChannel(0)), inplace=True)

        inst_map = InstructionScheduleMap()

        def test_callable_sched1(par_b):
            return callable_schedule(par_b, 0.2)

        inst_map.add("my_gate1", (0,), test_callable_sched1, ["par_b"])
        ret_sched = inst_map.get("my_gate1", (0,), par_b=0.1)
        self.assertEqual(ret_sched, ref_sched)

        # bind partially
        test_callable_sched2 = functools.partial(callable_schedule, par_a=0.2)

        inst_map.add("my_gate2", (0,), test_callable_sched2, ["par_b"])
        ret_sched = inst_map.get("my_gate2", (0,), par_b=0.1)
        self.assertEqual(ret_sched, ref_sched)
    def test_binding_unassigned_parameters(self):
        """Test getting schedule with unassigned parameter binding."""
        param = Parameter("param")

        target_sched = Schedule()
        target_sched.insert(0, ShiftPhase(param, DriveChannel(0)), inplace=True)

        inst_map = InstructionScheduleMap()
        inst_map.add("target_sched", (0,), target_sched)

        with self.assertRaises(PulseError):
            inst_map.get("target_sched", (0,), P0=0)
    def test_binding_too_many_parameters(self):
        """Test getting schedule with too many parameter binding."""
        param = Parameter('param')

        target_sched = Schedule()
        target_sched.insert(0, ShiftPhase(param, DriveChannel(0)), inplace=True)

        inst_map = InstructionScheduleMap()
        inst_map.add('target_sched', (0,), target_sched)

        with self.assertRaises(PulseError):
            inst_map.get('target_sched', (0,), 0, 1, 2, 3)
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    def test_get_schedule_with_unbound_parameter(self):
        """Test get schedule with partial binding."""
        param1 = Parameter('param1')
        param2 = Parameter('param2')

        target_sched = Schedule()
        target_sched.insert(0,
                            ShiftPhase(param1, DriveChannel(0)),
                            inplace=True)
        target_sched.insert(10,
                            ShiftPhase(param2, DriveChannel(0)),
                            inplace=True)

        inst_map = InstructionScheduleMap()
        inst_map.add('target_sched', (0, ), target_sched)

        ref_sched = Schedule()
        ref_sched.insert(0, ShiftPhase(param1, DriveChannel(0)), inplace=True)
        ref_sched.insert(10, ShiftPhase(1.23, DriveChannel(0)), inplace=True)

        test_sched = inst_map.get('target_sched', (0, ), param2=1.23)

        for test_inst, ref_inst in zip(test_sched.instructions,
                                       ref_sched.instructions):
            self.assertEqual(test_inst[0], ref_inst[0])
            self.assertAlmostEqual(test_inst[1], ref_inst[1])
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    def test_schedule_with_multiple_parameters_under_same_name(self):
        """Test getting schedule with parameters that have the same name."""
        param1 = Parameter('param')
        param2 = Parameter('param')
        param3 = Parameter('param')

        target_sched = Schedule()
        target_sched.insert(0,
                            ShiftPhase(param1, DriveChannel(0)),
                            inplace=True)
        target_sched.insert(10,
                            ShiftPhase(param2, DriveChannel(0)),
                            inplace=True)
        target_sched.insert(20,
                            ShiftPhase(param3, DriveChannel(0)),
                            inplace=True)

        inst_map = InstructionScheduleMap()
        inst_map.add('target_sched', (0, ), target_sched)

        ref_sched = Schedule()
        ref_sched.insert(0, ShiftPhase(1.23, DriveChannel(0)), inplace=True)
        ref_sched.insert(10, ShiftPhase(1.23, DriveChannel(0)), inplace=True)
        ref_sched.insert(20, ShiftPhase(1.23, DriveChannel(0)), inplace=True)

        test_sched = inst_map.get('target_sched', (0, ), param=1.23)

        for test_inst, ref_inst in zip(test_sched.instructions,
                                       ref_sched.instructions):
            self.assertEqual(test_inst[0], ref_inst[0])
            self.assertAlmostEqual(test_inst[1], ref_inst[1])
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    def test_schedule_generator_supports_parameter_expressions(self):
        """Test expression-based schedule generator functionalty."""

        t_param = Parameter('t')
        amp = 1.0

        def test_func(dur: ParameterExpression, t_val: int):
            dur_bound = dur.bind({t_param: t_val})
            sched = Schedule()
            sched += Play(library.constant(int(float(dur_bound)), amp),
                          DriveChannel(0))
            return sched

        expected_sched = Schedule()
        expected_sched += Play(library.constant(10, amp), DriveChannel(0))

        inst_map = InstructionScheduleMap()
        inst_map.add('f', (0, ), test_func)
        self.assertEqual(inst_map.get('f', (0, ), dur=2 * t_param, t_val=5),
                         expected_sched)

        self.assertEqual(inst_map.get_parameters('f', (0, )), (
            'dur',
            't_val',
        ))
    def test_schedule_with_non_alphanumeric_ordering(self):
        """Test adding and getting schedule with non obvious parameter ordering."""
        theta = Parameter("theta")
        phi = Parameter("phi")
        lamb = Parameter("lambda")

        target_sched = Schedule()
        target_sched.insert(0, ShiftPhase(theta, DriveChannel(0)), inplace=True)
        target_sched.insert(10, ShiftPhase(phi, DriveChannel(0)), inplace=True)
        target_sched.insert(20, ShiftPhase(lamb, DriveChannel(0)), inplace=True)

        inst_map = InstructionScheduleMap()
        inst_map.add("target_sched", (0,), target_sched, arguments=["theta", "phi", "lambda"])

        ref_sched = Schedule()
        ref_sched.insert(0, ShiftPhase(0, DriveChannel(0)), inplace=True)
        ref_sched.insert(10, ShiftPhase(1, DriveChannel(0)), inplace=True)
        ref_sched.insert(20, ShiftPhase(2, DriveChannel(0)), inplace=True)

        # if parameter is alphanumerical ordering this maps to
        # theta -> 2
        # phi -> 1
        # lamb -> 0
        # however non alphanumerical ordering is specified in add method thus mapping should be
        # theta -> 0
        # phi -> 1
        # lamb -> 2
        test_sched = inst_map.get("target_sched", (0,), 0, 1, 2)

        for test_inst, ref_inst in zip(test_sched.instructions, ref_sched.instructions):
            self.assertEqual(test_inst[0], ref_inst[0])
            self.assertEqual(test_inst[1], ref_inst[1])
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    def test_get_gate(self):
        """Test `get`."""
        sched = Schedule()
        sched.append(Play(Waveform(np.ones(5)), DriveChannel(0)))
        inst_map = InstructionScheduleMap()
        inst_map.add(XGate(), 0, sched)

        self.assertEqual(sched, inst_map.get(XGate(), (0, )))
    def test_get_block(self):
        """Test `get` block."""
        sched = ScheduleBlock()
        sched.append(Play(Waveform(np.ones(5)), DriveChannel(0)), inplace=True)
        inst_map = InstructionScheduleMap()
        inst_map.add("x", 0, sched)

        self.assertEqual(sched, inst_map.get("x", (0, )))
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    def test_parameterized_schedule(self):
        """Test adding parameterized schedule."""
        converter = QobjToInstructionConverter([], buffer=0)
        qobj = PulseQobjInstruction(name='pv', ch='u1', t0=10, val='P2*cos(np.pi*P1)')
        converted_instruction = converter(qobj)

        inst_map = InstructionScheduleMap()

        inst_map.add('pv_test', 0, converted_instruction)
        self.assertEqual(inst_map.get_parameters('pv_test', 0), ('P1', 'P2'))

        sched = inst_map.get('pv_test', 0, P1=0, P2=-1)
        self.assertEqual(sched.instructions[0][-1].command.value, -1)
        with self.assertRaises(PulseError):
            inst_map.get('pv_test', 0, 0, P1=-1)
        with self.assertRaises(PulseError):
            inst_map.get('pv_test', 0, P1=1, P2=2, P3=3)
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    def test_get(self):
        """Test `get`."""
        sched = Schedule()
        sched.append(SamplePulse(np.ones(5))(DriveChannel(0)))
        inst_map = InstructionScheduleMap()

        inst_map.add('u1', 0, sched)

        self.assertEqual(sched, inst_map.get('u1', (0, )))
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    def test_sequenced_parameterized_schedule(self):
        """Test parametrized schedule consists of multiple instruction. """

        converter = QobjToInstructionConverter([], buffer=0)
        qobjs = [
            PulseQobjInstruction(name='fc', ch='d0', t0=10, phase='P1'),
            PulseQobjInstruction(name='fc', ch='d0', t0=20, phase='P2'),
            PulseQobjInstruction(name='fc', ch='d0', t0=30, phase='P3')
        ]
        converted_instruction = [converter(qobj) for qobj in qobjs]

        inst_map = InstructionScheduleMap()

        inst_map.add(
            'inst_seq', 0,
            ParameterizedSchedule(*converted_instruction, name='inst_seq'))

        with self.assertRaises(PulseError):
            inst_map.get('inst_seq', 0, P1=1, P2=2, P3=3, P4=4, P5=5)

        with self.assertRaises(PulseError):
            inst_map.get('inst_seq', 0, P1=1)

        with self.assertRaises(PulseError):
            inst_map.get('inst_seq', 0, 1, 2, 3, P1=1)

        p3_expr = Parameter('p3')
        p3_expr = p3_expr.bind({p3_expr: 3})

        sched = inst_map.get('inst_seq', 0, 1, 2, p3_expr)
        self.assertEqual(sched.instructions[0][-1].phase, 1)
        self.assertEqual(sched.instructions[1][-1].phase, 2)
        self.assertEqual(sched.instructions[2][-1].phase, 3)

        sched = inst_map.get('inst_seq', 0, P1=1, P2=2, P3=p3_expr)
        self.assertEqual(sched.instructions[0][-1].phase, 1)
        self.assertEqual(sched.instructions[1][-1].phase, 2)
        self.assertEqual(sched.instructions[2][-1].phase, 3)

        sched = inst_map.get('inst_seq', 0, 1, 2, P3=p3_expr)
        self.assertEqual(sched.instructions[0][-1].phase, 1)
        self.assertEqual(sched.instructions[1][-1].phase, 2)
        self.assertEqual(sched.instructions[2][-1].phase, 3)
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    def test_schedule_generator(self):
        """Test schedule generator functionalty."""

        x_test = 10
        amp_test = 1.0

        def test_func(x):
            sched = Schedule()
            sched += Play(library.constant(int(x), amp_test), DriveChannel(0))
            return sched

        ref_sched = Schedule()
        ref_sched += Play(library.constant(x_test, amp_test), DriveChannel(0))

        inst_map = InstructionScheduleMap()
        inst_map.add('f', (0,), test_func)
        self.assertEqual(inst_map.get('f', (0,), x_test), ref_sched)

        self.assertEqual(inst_map.get_parameters('f', (0,)), ('x',))
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    def test_schedule_generator(self):
        """Test schedule generator functionalty."""

        dur_val = 10
        amp = 1.0

        def test_func(dur: int):
            sched = Schedule()
            sched += Play(library.constant(int(dur), amp), DriveChannel(0))
            return sched

        expected_sched = Schedule()
        expected_sched += Play(library.constant(dur_val, amp), DriveChannel(0))

        inst_map = InstructionScheduleMap()
        inst_map.add('f', (0, ), test_func)
        self.assertEqual(inst_map.get('f', (0, ), dur_val), expected_sched)

        self.assertEqual(inst_map.get_parameters('f', (0, )), ('dur', ))
    def test_sequenced_parameterized_schedule(self):
        """Test parameterized schedule consists of multiple instruction."""

        converter = QobjToInstructionConverter([], buffer=0)
        qobjs = [
            PulseQobjInstruction(name="fc", ch="d0", t0=10, phase="P1"),
            PulseQobjInstruction(name="fc", ch="d0", t0=20, phase="P2"),
            PulseQobjInstruction(name="fc", ch="d0", t0=30, phase="P3"),
        ]
        converted_instruction = [converter(qobj) for qobj in qobjs]

        inst_map = InstructionScheduleMap()

        inst_map.add("inst_seq", 0,
                     Schedule(*converted_instruction, name="inst_seq"))

        with self.assertRaises(PulseError):
            inst_map.get("inst_seq", 0, P1=1, P2=2, P3=3, P4=4, P5=5)

        with self.assertRaises(PulseError):
            inst_map.get("inst_seq", 0, 1, 2, 3, 4, 5, 6, 7, 8)

        p3_expr = Parameter("p3")
        p3_expr = p3_expr.bind({p3_expr: 3})

        sched = inst_map.get("inst_seq", 0, 1, 2, p3_expr)
        self.assertEqual(sched.instructions[0][-1].phase, 1)
        self.assertEqual(sched.instructions[1][-1].phase, 2)
        self.assertEqual(sched.instructions[2][-1].phase, 3)

        sched = inst_map.get("inst_seq", 0, P1=1, P2=2, P3=p3_expr)
        self.assertEqual(sched.instructions[0][-1].phase, 1)
        self.assertEqual(sched.instructions[1][-1].phase, 2)
        self.assertEqual(sched.instructions[2][-1].phase, 3)

        sched = inst_map.get("inst_seq", 0, 1, 2, P3=p3_expr)
        self.assertEqual(sched.instructions[0][-1].phase, 1)
        self.assertEqual(sched.instructions[1][-1].phase, 2)
        self.assertEqual(sched.instructions[2][-1].phase, 3)