Evaluation code for paper 1

2 files changed, 62 insertions, 0 deletions

diff --git a/gnqa/paper1_eval/src/errors/__pycache__/rag_err.cpython-310.pyc b/gnqa/paper1_eval/src/errors/__pycache__/rag_err.cpython-310.pyc
new file mode 100644
index 0000000..240b761
--- /dev/null
+++ b/gnqa/paper1_eval/src/errors/__pycache__/rag_err.cpython-310.pyc
diff --git a/gnqa/paper1_eval/src/errors/rag_err.py b/gnqa/paper1_eval/src/errors/rag_err.py
new file mode 100644
index 0000000..e9f7c02
--- /dev/null
+++ b/gnqa/paper1_eval/src/errors/rag_err.py
@@ -0,0 +1,62 @@
+
+# pylint: skip-file
+import json
+
+from requests import HTTPError
+
+
+class UnprocessableEntity(HTTPError):
+    """An HTTP 422 Unprocessable Entity error occurred.
+
+    https://help.helpjuice.com/en_US/api-v3/api-v3#errors
+
+    The request could not be processed, usually due to a missing or invalid parameter.
+
+    The response will also include an error object with an explanation of fields that
+    are missing or invalid. Here is an example:
+
+    .. code-block::
+
+        HTTP/1.1 422 Unprocessable Entity
+
+
+        {
+          "errors": [
+            {
+              "email": "is not valid."
+            }
+          ]
+        }
+    """
+
+    def __init__(self, request, response):
+        """UnprocessableEntity constructor.
+
+        Parses out error information from the error object and passes on to the
+        :obj:`HTTPError` constructor.
+
+        Args:
+            exc (:obj:`HTTPError`): Original exception.
+        """
+        rq_json = next(iter(json.loads(request.body.decode()).values()))
+        errors = response.json()
+
+        for field, error in errors.items():
+            rq_field = rq_json.get(field, None)
+            if not rq_field:
+                continue
+
+            if isinstance(error, list):
+                error = error.insert(0, rq_field)
+            elif isinstance(error, str):
+                error = f"{rq_field} {error}"
+
+        msg = json.dumps(errors)
+        super(HTTPError, self).__init__(
+            msg, request=request, response=response)
+
+
+class LLMError(HTTPError):
+    def __init__(self, request, response, msg):
+        super(HTTPError, self).__init__(
+            msg, request=request, response=response)