Add final part mark analysis

advlabdb/adminModelViews.py

@@ -63,6 +63,7 @@ from advlabdb.utils import (
     initActiveSemesterMenuLinks,
     randomPassword,
     setUserActiveSemester,
+    sortedSemestersStartingWithNewest,
     userActiveSemester,
 )
 
@@ -1440,6 +1441,15 @@ class AnalysisView(SecureAdminBaseView):
         assistantMarksSubmit = SubmitField(
             label="Assistant's marks",
         )
+        finalPartMarksSubmit = SubmitField(
+            label="Final part marks",
+        )
+
+    def htmlFig(fig):
+        buf = BytesIO()
+        fig.savefig(buf, format="png")
+
+        return b64encode(buf.getbuffer()).decode("ascii")
 
     def markHist(data, title):
         fig = Figure()
@@ -1463,10 +1473,7 @@ class AnalysisView(SecureAdminBaseView):
 
         ax.set_title(title)
 
-        buf = BytesIO()
+        return AnalysisView.htmlFig(fig)
-        fig.savefig(buf, format="png")
-
-        return b64encode(buf.getbuffer()).decode("ascii")
 
     def markHists(markType, activeAssistants):
         attr = markType.lower() + "_mark"
@@ -1512,6 +1519,53 @@ class AnalysisView(SecureAdminBaseView):
                     protocolMarkHists=protocolMarkHists,
                 )
 
+            if form.finalPartMarksSubmit.data:
+                parts = userActiveSemester().parts
+                activeSemesterFinalPartMarksHists = [
+                    AnalysisView.markHist(
+                        data=np.array([partStudent.final_part_mark for partStudent in part.part_students]),
+                        title=part.repr(),
+                    )
+                    for part in parts
+                ]
+
+                semesters = sortedSemestersStartingWithNewest()
+                semesterLabels = [semester.repr() for semester in semesters]
+                meanFinalPartMarks = np.flip(
+                    [
+                        np.mean(
+                            np.hstack(
+                                [
+                                    [partStudent.final_part_mark for partStudent in part.part_students]
+                                    for part in semester.parts
+                                ]
+                            )
+                        )
+                        for semester in semesters
+                    ]
+                )
+
+                fig = Figure()
+                ax = fig.subplots()
+                x = range(1, len(meanFinalPartMarks) + 1)
+                ax.plot(
+                    x,
+                    meanFinalPartMarks,
+                    marker="d",
+                )
+                # TODO: Change ticks to semester labels
+                # TODO: Check linestyle
+                ax.set_xticks(x)
+                ax.set_xlim(0.5, x[-1] + 0.5)
+
+                meanFinalPartMarksPlot = AnalysisView.htmlFig(fig)
+
+                return self.render(
+                    "analysis/final_part_marks.html",
+                    activeSemesterFinalPartMarksHists=activeSemesterFinalPartMarksHists,
+                    meanFinalPartMarksPlot=meanFinalPartMarksPlot,
+                )
+
         return self.render("analysis/analysis.html", form=form)
 
 

advlabdb/templates/analysis/analysis.html

@@ -9,5 +9,7 @@
     <form method="POST">
         {{ form.csrf_token }}
         {{ form.assistantMarksSubmit }}
+        <hr>
+        {{ form.finalPartMarksSubmit }}
     </form>
 {% endblock body %}

advlabdb/templates/analysis/final_part_marks.html

@@ -0,0 +1,15 @@
+{% from "macros.html" import information %}
+{% extends "admin/master.html" %}
+
+{% block body %}
+    {{information(current_user, userActiveSemester, role="admin")}}
+
+    <hr>
+
+    {% for activeSemesterFinalPartMarksHist in activeSemesterFinalPartMarksHists %}
+        <img src="data:image/png;base64,{{activeSemesterFinalPartMarksHist}}">
+        <hr>
+    {% endfor %}
+
+    <img src="data:image/png;base64,{{meanFinalPartMarksPlot}}">
+{% endblock body %}