more notebook tests applications finance

applications/finance/option_pricing/option_pricing.ipynb

@@ -511,10 +511,10 @@
    ],
    "source": [
     "measured_payoff = result_iqae.estimation * scaling_factor\n",
-    "condidence_interval = np.array(result_iqae.confidence_interval) * scaling_factor\n",
+    "confidence_interval = np.array(result_iqae.confidence_interval) * scaling_factor\n",
     "\n",
     "print(\"Measured Payoff:\", measured_payoff)\n",
-    "print(\"Confidence Interval:\", condidence_interval)"
+    "print(\"Confidence Interval:\", confidence_interval)"
    ]
   },
   {
@@ -554,7 +554,7 @@
     "assert np.isclose(\n",
     "    measured_payoff,\n",
     "    expected_payoff,\n",
-    "    atol=10 * (condidence_interval[1] - condidence_interval[0]),\n",
+    "    atol=10 * (confidence_interval[1] - confidence_interval[0]),\n",
     ")"
    ]
   },

tests/notebooks/test_credit_card_fraud.py

@@ -0,0 +1,28 @@
+from tests.utils_for_testbook import (
+    validate_quantum_program_size,
+    validate_quantum_model,
+    wrap_testbook,
+)
+from testbook.client import TestbookNotebookClient
+
+
+@wrap_testbook("credit_card_fraud", timeout_seconds=1084)
+def test_notebook(tb: TestbookNotebookClient) -> None:
+    # test models
+    validate_quantum_model(tb.ref("QSVM_FRAUD_BLOCH_SHPERE"))
+    validate_quantum_model(tb.ref("QSVM_FRAUD_PAULI_ZZ"))
+    # test quantum programs
+    validate_quantum_program_size(
+        tb.ref("qprog"),
+        expected_width=5,  # actual width: 3
+        expected_depth=50,  # actual depth: 38
+    )
+
+    # test notebook content
+
+    # true_labels = np.array(selected_prediction_true_labels.values.tolist())
+    # sklearn.metrics.accuracy_score(predicted_labels, true_labels)
+    accuracy = tb.ref(
+        "sklearn.metrics.accuracy_score(predicted_labels, np.array(selected_prediction_true_labels.values.tolist()))"
+    )
+    assert accuracy >= 0.9

tests/notebooks/test_option_pricing.py

@@ -0,0 +1,23 @@
+from tests.utils_for_testbook import (
+    validate_quantum_program_size,
+    validate_quantum_model,
+    wrap_testbook,
+)
+from testbook.client import TestbookNotebookClient
+
+
+@wrap_testbook("option_pricing", timeout_seconds=140)
+def test_notebook(tb: TestbookNotebookClient) -> None:
+    # test models
+    validate_quantum_model(tb.ref("qmod"))
+    # test quantum programs
+    validate_quantum_program_size(
+        tb.ref("qprog"),
+        expected_width=10,  # actual width: 8
+        expected_depth=9500,  # actual depth: 8934
+    )
+
+    # test notebook content
+    assert tb.ref(
+        "np.isclose(measured_payoff,expected_payoff,atol=10 * (confidence_interval[1] - confidence_interval[0]))"
+    )

tests/notebooks/test_portfolio_optimization.py

@@ -0,0 +1,21 @@
+from tests.utils_for_testbook import (
+    validate_quantum_program_size,
+    validate_quantum_model,
+    wrap_testbook,
+)
+from testbook.client import TestbookNotebookClient
+
+
+@wrap_testbook("portfolio_optimization", timeout_seconds=400)
+def test_notebook(tb: TestbookNotebookClient) -> None:
+    # test models
+    validate_quantum_model(tb.ref("qmod"))
+    # test quantum programs
+    validate_quantum_program_size(
+        tb.ref("qprog"),
+        expected_width=15,  # actual width: 12
+        expected_depth=300,  # actual depth: 217
+    )
+
+    # test notebook content
+    pass  # todo