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65 changes: 65 additions & 0 deletions tensorflow_quantum/core/ops/batch_util_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -330,6 +330,71 @@ def test_pauli_sum_collector_collect(self):
self.assertAlmostEqual(collector.estimated_energy(),
expected_energy)

def test_pauli_sum_collector_next_job(self):
"""Test the next_job method of TFQPauliSumCollector."""
qubit = cirq.GridQubit(0, 0)
circuit = cirq.Circuit(cirq.X(qubit))
observable = cirq.Z(qubit) + 2.0 * cirq.X(qubit)

collector = batch_util.TFQPauliSumCollector(circuit,
observable,
samples_per_term=10)

job1 = collector.next_job()
self.assertIsNotNone(job1)
self.assertEqual(job1.repetitions, 10)

job2 = collector.next_job()
self.assertIsNotNone(job2)
self.assertEqual(job2.repetitions, 10)

job3 = collector.next_job()
self.assertIsNone(job3)

def test_pauli_sum_collector_on_job_result(self):
"""Test the on_job_result method of TFQPauliSumCollector."""
qubit = cirq.GridQubit(0, 0)
circuit = cirq.Circuit(cirq.X(qubit))
observable = cirq.Z(qubit)

collector = batch_util.TFQPauliSumCollector(circuit,
observable,
samples_per_term=5)

job = collector.next_job()

class FakeResult:

def histogram(self, key, fold_func):
return {0: 2, 1: 3}

collector.on_job_result(job, FakeResult())

job_id = job.tag
self.assertEqual(collector._zeros[job_id], 2)
self.assertEqual(collector._ones[job_id], 3)

def test_pauli_sum_collector_estimated_energy(self):
"""Test the estimated_energy method of TFQPauliSumCollector."""
qubit = cirq.GridQubit(0, 0)
circuit = cirq.Circuit(cirq.X(qubit))
observable = 3.0 * cirq.Z(qubit) + 2.0 * cirq.I(qubit)

collector = batch_util.TFQPauliSumCollector(circuit,
observable,
samples_per_term=5)

job = collector.next_job()

class FakeResult:

def histogram(self, key, fold_func):
return {0: 2, 1: 3}

collector.on_job_result(job, FakeResult())

self.assertAlmostEqual(collector.estimated_energy(), 1.4)


if __name__ == '__main__':
tf.test.main()
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