fix: column rename (#1324)

shahules786 · web-flow · commit 502b336bfcf6 · 2024-09-18T08:03:58.000+05:30
diff --git a/src/ragas/metrics/_noise_sensitivity.py b/src/ragas/metrics/_noise_sensitivity.py
@@ -44,7 +44,7 @@ class NoiseSensitivity(MetricWithLLM, SingleTurnMetric):
             MetricType.SINGLE_TURN: {
                 "user_input",
                 "response",
-                "ground_truth",
+                "reference",
                 "retrieved_contexts",
             }
         }
@@ -257,7 +257,7 @@ async def _ascore(self: t.Self, row: t.Dict, callbacks: Callbacks) -> float:
         answers["retrieved2ground_truth"] = np.array(gt_verdictslist).T
         answers["retrieved2answer"] = np.array(ans_verdictslist).T
         answers["ground_truth2answer"] = await self._evaluate_statement_faithfulness(
-            ans_statements, row["ground_truth"], callbacks
+            ans_statements, row["reference"], callbacks
         )
         answers["ground_truth2answer"] = np.array([answers["ground_truth2answer"]])
         answers = {k: v.astype(bool) for k, v in answers.items()}

Original file line number	Diff line number	Diff line change
`@@ -44,7 +44,7 @@ class NoiseSensitivity(MetricWithLLM, SingleTurnMetric):`
`44`	`44`	`MetricType.SINGLE_TURN: {`
`45`	`45`	`"user_input",`
`46`	`46`	`"response",`
`47`		`- "ground_truth",`
	`47`	`+ "reference",`
`48`	`48`	`"retrieved_contexts",`
`49`	`49`	`}`
`50`	`50`	`}`
`@@ -257,7 +257,7 @@ async def _ascore(self: t.Self, row: t.Dict, callbacks: Callbacks) -> float:`
`257`	`257`	`answers["retrieved2ground_truth"] = np.array(gt_verdictslist).T`
`258`	`258`	`answers["retrieved2answer"] = np.array(ans_verdictslist).T`
`259`	`259`	`answers["ground_truth2answer"] = await self._evaluate_statement_faithfulness(`
`260`		`- ans_statements, row["ground_truth"], callbacks`
	`260`	`+ ans_statements, row["reference"], callbacks`
`261`	`261`	`)`
`262`	`262`	`answers["ground_truth2answer"] = np.array([answers["ground_truth2answer"]])`
`263`	`263`	`answers = {k: v.astype(bool) for k, v in answers.items()}`