type results exporter

evap/results/exporters.py

@@ -1,14 +1,19 @@
 import warnings
 from collections import OrderedDict, defaultdict
+from collections.abc import Iterable, Sequence
 from itertools import chain, repeat
+from typing import Any, TypeVar
 
 import xlwt
-from django.db.models import Q
+from django.db.models import Q, QuerySet
+from django.db.models.base import Model
 from django.utils.translation import gettext as _
 
-from evap.evaluation.models import CourseType, Degree, Evaluation, Questionnaire
+from evap.evaluation.models import CourseType, Degree, Evaluation, Question, Questionnaire, Semester, UserProfile
 from evap.evaluation.tools import ExcelExporter
 from evap.results.tools import (
+    AnsweredRatingResult,
+    QuestionResult,
     RatingResult,
     calculate_average_course_distribution,
     calculate_average_distribution,
@@ -17,6 +22,10 @@
     get_results,
 )
 
+T = TypeVar("T", bound=Model)
+QuerySetOrSequence = QuerySet[T] | Sequence[T]
+AnnotatedEvaluation = Any
+
 
 class ResultsExporter(ExcelExporter):
     CUSTOM_COLOR_START = 8
@@ -38,24 +47,24 @@ class ResultsExporter(ExcelExporter):
         **ExcelExporter.styles,
     }
 
-    def __init__(self):
+    def __init__(self) -> None:
         super().__init__()
 
         for index, color in self.COLOR_MAPPINGS.items():
             self.workbook.set_colour_RGB(index, *color)
 
     @classmethod
-    def grade_to_style(cls, grade):
+    def grade_to_style(cls, grade: float) -> str:
         return "grade_" + str(cls.normalize_number(grade))
 
     @classmethod
-    def normalize_number(cls, number):
+    def normalize_number(cls, number: float) -> float:
         """floors 'number' to a multiply of cls.STEP"""
         rounded_number = round(number, 1)  # see #302
         return round(int(rounded_number / cls.STEP + 0.0001) * cls.STEP, 1)
 
     @classmethod
-    def init_grade_styles(cls):
+    def init_grade_styles(cls) -> None:
         """
         Adds the grade styles to cls.styles and as a xlwt identifier.
         This also notes all registered colors in cls.COLOR_MAPPINGS for the instances.
@@ -88,7 +97,7 @@ def init_grade_styles(cls):
             cls.styles[style_name] = xlwt.easyxf(grade_base_style.format(color_name), num_format_str="0.0")
 
     @staticmethod
-    def filter_text_and_heading_questions(questions):
+    def filter_text_and_heading_questions(questions: Iterable[Question]) -> list[Question]:
         questions = [question for question in questions if not question.is_text_question]
 
         # remove heading questions if they have no "content" below them
@@ -103,16 +112,23 @@ def filter_text_and_heading_questions(questions):
         return filtered_questions
 
     @staticmethod
-    def filter_evaluations(semesters, evaluation_states, degrees, course_types, contributor, include_not_enough_voters):
+    def filter_evaluations(
+        semesters: Iterable[Semester],
+        evaluation_states: Iterable[Evaluation.State],
+        degree_ids: Iterable[int],
+        course_type_ids: Iterable[int],
+        contributor: UserProfile | None,
+        include_not_enough_voters: bool,
+    ) -> tuple[list[tuple[Evaluation, OrderedDict[int, list[QuestionResult]]]], list[Questionnaire], bool]:
         # pylint: disable=too-many-locals
         course_results_exist = False
         evaluations_with_results = []
-        used_questionnaires = set()
+        used_questionnaires: set[Questionnaire] = set()
         evaluations_filter = Q(
             course__semester__in=semesters,
             state__in=evaluation_states,
-            course__degrees__in=degrees,
-            course__type__in=course_types,
+            course__degrees__in=degree_ids,
+            course__type__in=course_type_ids,
         )
         if contributor:
             evaluations_filter = evaluations_filter & (
@@ -124,44 +140,49 @@ def filter_evaluations(semesters, evaluation_states, degrees, course_types, cont
                 continue
             if not evaluation.can_publish_rating_results and not include_not_enough_voters:
                 continue
-            results = OrderedDict()
+            results: OrderedDict[int, list[QuestionResult]] = OrderedDict()
             for contribution_result in get_results(evaluation).contribution_results:
                 for questionnaire_result in contribution_result.questionnaire_results:
                     # RatingQuestion.counts is a tuple of integers or None, if this tuple is all zero, we want to exclude it
-                    if all(
-                        not question_result.question.is_rating_question or not RatingResult.has_answers(question_result)
-                        for question_result in questionnaire_result.question_results
+                    question_results = questionnaire_result.question_results
+                    if not any(
+                        isinstance(question_result, AnsweredRatingResult) for question_result in question_results
                     ):
                         continue
                     if (
                         not contributor
                         or contribution_result.contributor is None
                         or contribution_result.contributor == contributor
                     ):
-                        results.setdefault(questionnaire_result.questionnaire.id, []).extend(
-                            questionnaire_result.question_results
-                        )
+                        results.setdefault(questionnaire_result.questionnaire.id, []).extend(question_results)
                         used_questionnaires.add(questionnaire_result.questionnaire)
-            evaluation.course_evaluations_count = evaluation.course.evaluations.count()
-            if evaluation.course_evaluations_count > 1:
+            annotated_evaluation: AnnotatedEvaluation = evaluation
+            annotated_evaluation.course_evaluations_count = annotated_evaluation.course.evaluations.count()
+            if annotated_evaluation.course_evaluations_count > 1:
                 course_results_exist = True
-                weight_sum = sum(evaluation.weight for evaluation in evaluation.course.evaluations.all())
-                evaluation.weight_percentage = int((evaluation.weight / weight_sum) * 100)
-                evaluation.course.avg_grade = distribution_to_grade(
-                    calculate_average_course_distribution(evaluation.course)
+                weight_sum = sum(evaluation.weight for evaluation in annotated_evaluation.course.evaluations.all())
+                annotated_evaluation.weight_percentage = int((evaluation.weight / weight_sum) * 100)
+                annotated_evaluation.course.avg_grade = distribution_to_grade(
+                    calculate_average_course_distribution(annotated_evaluation.course)
                 )
-            evaluations_with_results.append((evaluation, results))
+            evaluations_with_results.append((annotated_evaluation, results))
 
         evaluations_with_results.sort(
             key=lambda cr: (cr[0].course.semester.id, cr[0].course.type.order, cr[0].full_name)
         )
-        used_questionnaires = sorted(used_questionnaires)
+        sorted_questionnaires = sorted(used_questionnaires)
 
-        return evaluations_with_results, used_questionnaires, course_results_exist
+        return evaluations_with_results, sorted_questionnaires, course_results_exist
 
     def write_headings_and_evaluation_info(
-        self, evaluations_with_results, semesters, contributor, degrees, course_types, verbose_heading
-    ):
+        self,
+        evaluations_with_results: list[tuple[Evaluation, OrderedDict[int, list[QuestionResult]]]],
+        semesters: QuerySetOrSequence[Semester],
+        contributor: UserProfile | None,
+        degrees: Iterable[int],
+        course_types: Iterable[int],
+        verbose_heading: bool,
+    ) -> None:
         export_name = _("Evaluation")
         if contributor:
             export_name += f"\n{contributor.full_name}"
@@ -199,27 +220,32 @@ def write_headings_and_evaluation_info(
         # One more cell is needed for the question column
         self.write_empty_row_with_styles(["default"] + ["border_left_right"] * len(evaluations_with_results))
 
-    def write_overall_results(self, evaluations_with_results, course_results_exist):
-        evaluations = [e for e, __ in evaluations_with_results]
+    def write_overall_results(
+        self,
+        evaluations_with_results: list[tuple[AnnotatedEvaluation, OrderedDict[int, list[QuestionResult]]]],
+        course_results_exist: bool,
+    ) -> None:
+        annotated_evaluations = [e for e, __ in evaluations_with_results]
 
         self.write_cell(_("Overall Average Grade"), "bold")
-        averages = (distribution_to_grade(calculate_average_distribution(e)) for e in evaluations)
+        averages = (distribution_to_grade(calculate_average_distribution(e)) for e in annotated_evaluations)
         self.write_row(averages, lambda avg: self.grade_to_style(avg) if avg else "border_left_right")
 
         self.write_cell(_("Total voters/Total participants"), "bold")
-        voter_ratios = (f"{e.num_voters}/{e.num_participants}" for e in evaluations)
+        voter_ratios = (f"{e.num_voters}/{e.num_participants}" for e in annotated_evaluations)
         self.write_row(voter_ratios, style="total_voters")
 
         self.write_cell(_("Evaluation rate"), "bold")
         # round down like in progress bar
         participant_percentages = (
-            f"{int((e.num_voters / e.num_participants) * 100) if e.num_participants > 0 else 0}%" for e in evaluations
+            f"{int((e.num_voters / e.num_participants) * 100) if e.num_participants > 0 else 0}%"
+            for e in annotated_evaluations
         )
         self.write_row(participant_percentages, style="evaluation_rate")
 
         if course_results_exist:
             # Only query the number of evaluations once and keep track of it here.
-            count_gt_1 = [e.course_evaluations_count > 1 for e in evaluations]
+            count_gt_1: list[bool] = [e.course_evaluations_count > 1 for e in annotated_evaluations]
 
             # Borders only if there is a course grade below. Offset by one column
             self.write_empty_row_with_styles(
@@ -228,12 +254,13 @@ def write_overall_results(self, evaluations_with_results, course_results_exist):
 
             self.write_cell(_("Evaluation weight"), "bold")
             weight_percentages = (
-                f"{e.weight_percentage}%" if gt1 else None for e, gt1 in zip(evaluations, count_gt_1, strict=True)
+                f"{e.weight_percentage}%" if gt1 else None
+                for e, gt1 in zip(annotated_evaluations, count_gt_1, strict=True)
             )
             self.write_row(weight_percentages, lambda s: "evaluation_weight" if s is not None else "default")
 
             self.write_cell(_("Course Grade"), "bold")
-            for evaluation, gt1 in zip(evaluations, count_gt_1, strict=True):
+            for evaluation, gt1 in zip(annotated_evaluations, count_gt_1, strict=True):
                 if not gt1:
                     self.write_cell()
                     continue
@@ -246,7 +273,12 @@ def write_overall_results(self, evaluations_with_results, course_results_exist):
             # Same reasoning as above.
             self.write_empty_row_with_styles(["default"] + ["border_top" if gt1 else "default" for gt1 in count_gt_1])
 
-    def write_questionnaire(self, questionnaire, evaluations_with_results, contributor):
+    def write_questionnaire(
+        self,
+        questionnaire: Questionnaire,
+        evaluations_with_results: list[tuple[Evaluation, OrderedDict[int, list[QuestionResult]]]],
+        contributor: UserProfile | None,
+    ) -> None:
         if contributor and questionnaire.type == Questionnaire.Type.CONTRIBUTOR:
             self.write_cell(f"{questionnaire.public_name} ({contributor.full_name})", "bold")
         else:
@@ -270,6 +302,7 @@ def write_questionnaire(self, questionnaire, evaluations_with_results, contribut
                 for grade_result in results[questionnaire.id]:
                     if grade_result.question.id != question.id or not RatingResult.has_answers(grade_result):
                         continue
+
                     values.append(grade_result.average * grade_result.count_sum)
                     count_sum += grade_result.count_sum
                     if grade_result.question.is_yes_no_question:
@@ -292,17 +325,17 @@ def write_questionnaire(self, questionnaire, evaluations_with_results, contribut
     # pylint: disable=arguments-differ
     def export_impl(
         self,
-        semesters,
-        selection_list,
-        include_not_enough_voters=False,
-        include_unpublished=False,
-        contributor=None,
-        verbose_heading=True,
+        semesters: QuerySetOrSequence[Semester],
+        selection_list: Sequence[tuple[Iterable[int], Iterable[int]]],
+        include_not_enough_voters: bool = False,
+        include_unpublished: bool = False,
+        contributor: UserProfile | None = None,
+        verbose_heading: bool = True,
     ):
         # We want to throw early here, since workbook.save() will throw an IndexError otherwise.
         assert len(selection_list) > 0
 
-        for sheet_counter, (degrees, course_types) in enumerate(selection_list, 1):
+        for sheet_counter, (degree_ids, course_type_ids) in enumerate(selection_list, 1):
             self.cur_sheet = self.workbook.add_sheet("Sheet " + str(sheet_counter))
             self.cur_row = 0
             self.cur_col = 0
@@ -314,14 +347,14 @@ def export_impl(
             evaluations_with_results, used_questionnaires, course_results_exist = self.filter_evaluations(
                 semesters,
                 evaluation_states,
-                degrees,
-                course_types,
+                degree_ids,
+                course_type_ids,
                 contributor,
                 include_not_enough_voters,
             )
 
             self.write_headings_and_evaluation_info(
-                evaluations_with_results, semesters, contributor, degrees, course_types, verbose_heading
+                evaluations_with_results, semesters, contributor, degree_ids, course_type_ids, verbose_heading
             )
 
             for questionnaire in used_questionnaires:

evap/results/tools.py

@@ -179,7 +179,7 @@ def get_single_result_rating_result(evaluation):
     return create_rating_result(question, answer_counters)
 
 
-def get_results_cache_key(evaluation):
+def get_results_cache_key(evaluation: Evaluation) -> str:
     return f"evap.staff.results.tools.get_results-{evaluation.id:d}"
 
 
@@ -189,15 +189,15 @@ def cache_results(evaluation, *, refetch_related_objects=True):
     caches["results"].set(cache_key, _get_results_impl(evaluation, refetch_related_objects=refetch_related_objects))
 
 
-def get_results(evaluation):
+def get_results(evaluation: Evaluation) -> EvaluationResult:
     assert evaluation.state in STATES_WITH_RESULTS_CACHING | {Evaluation.State.IN_EVALUATION}
 
     if evaluation.state == Evaluation.State.IN_EVALUATION:
         return _get_results_impl(evaluation)
 
     cache_key = get_results_cache_key(evaluation)
     result = caches["results"].get(cache_key)
-    assert result is not None
+    assert isinstance(result, EvaluationResult)
     return result
 
 
@@ -210,7 +210,7 @@ def get_results(evaluation):
 ]
 
 
-def _get_results_impl(evaluation: Evaluation, *, refetch_related_objects: bool = True):
+def _get_results_impl(evaluation: Evaluation, *, refetch_related_objects: bool = True) -> EvaluationResult:
     if refetch_related_objects:
         discard_cached_related_objects(evaluation)