From d850ec430540891d398a83cc8c97833f7f65f3ff Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Wed, 6 Jan 2021 08:34:44 +0100
Subject: [PATCH 01/10] small play with the algo

---
 rowers/interactiveplots.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/rowers/interactiveplots.py b/rowers/interactiveplots.py
index a843119b..f8910f8f 100644
--- a/rowers/interactiveplots.py
+++ b/rowers/interactiveplots.py
@@ -106,7 +106,7 @@ from pandas.core.groupby.groupby import DataError
 
 def newtestpower(x):
     try:
-        if abs(x['testpower'] - x['testdup']) < 0.2:
+        if abs(x['testpower'] - x['testdup']) <= 0.2:
             return np.nan
     except (AttributeError,TypeError):
         return np.nan
@@ -198,18 +198,19 @@ def build_goldmedalstandards(workouts,kfitness):
     #    fitnesses.append(np.nan)
 
     for w in workouts:
-        ids = [w.id for w in workouts.filter(date__gte=w.date-datetime.timedelta(days=42),
+        ids = [ww.id for ww in workouts.filter(date__gte=w.date-datetime.timedelta(days=42),
                                              date__lte=w.date)]
 
 
+
         powerdf = df[df['workout'].isin(ids)]
         indexmax = powerdf['goldmedalstandard'].idxmax()
         theid = powerdf.loc[indexmax,'workout']
         powertest = powerdf['goldmedalstandard'].max()
         durationtest = powerdf.loc[indexmax,'goldmedalduration']
 
-
-        dates.append(arrow.get(w.date).datetime)
+        w2 = Workout.objects.get(id=theid)
+        dates.append(arrow.get(w2.date).datetime)
         if powertest > 0:
             testpower.append(powertest)
             testduration.append(durationtest)

From b920cbd50e948c54840e8214f55dc77146990ec7 Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Wed, 6 Jan 2021 18:10:38 +0100
Subject: [PATCH 02/10] small fix - bars didn't reload with the red in
 performance chart

---
 rowers/interactiveplots.py | 53 +++++++++++++++-----------------------
 1 file changed, 21 insertions(+), 32 deletions(-)

diff --git a/rowers/interactiveplots.py b/rowers/interactiveplots.py
index f8910f8f..dacd6799 100644
--- a/rowers/interactiveplots.py
+++ b/rowers/interactiveplots.py
@@ -182,20 +182,6 @@ def build_goldmedalstandards(workouts,kfitness):
 
     df.sort_values(['workoutdt'],inplace=True)
 
-    #for id, row in df.iterrows():
-    #    d = row['workoutdt']
-    #    dd = d-datetime.timedelta(days=90)
-    #    mask = df['workoutdt']>dd
-    #    mask2 = df['workoutdt']<=d
-    #    df2 = df.where(mask & mask2)
-    #    powertest = df2['goldmedalstandard'].max()
-    #    idx = df2['goldmedalstandard'].argmax()
-    #    durationtest = df2['goldmedalduration'].values[idx]
-    #    dates.append(d)
-    #    testpower.append(powertest)
-    #    testduration.append(durationtest)
-    #    fatigues.append(np.nan)
-    #    fitnesses.append(np.nan)
 
     for w in workouts:
         ids = [ww.id for ww in workouts.filter(date__gte=w.date-datetime.timedelta(days=42),
@@ -1995,25 +1981,27 @@ def performance_chart(user,startdate=None,enddate=None,kfitness=42,kfatigue=7,
 
     outids = []
 
-    if showtests:
-        workouts = Workout.objects.filter(user=user.rower,date__gte=startdate,
-                                          date__lte=enddate,
-                                          workouttype__in=mytypes.rowtypes,
-                                          duplicate=False)
-        dates,testpower,testduration,fatigues,fitnesses,impulses, outids = build_goldmedalstandards(
-            workouts,kfitness
+
+    workouts = Workout.objects.filter(user=user.rower,date__gte=startdate,
+                                      date__lte=enddate,
+                                      workouttype__in=mytypes.rowtypes,
+                                      duplicate=False)
+    dates,testpower,testduration,fatigues,fitnesses,impulses, outids = build_goldmedalstandards(
+        workouts,kfitness
         )
 
-        df = pd.DataFrame({
-            'id': outids,
-            'date':dates,
-            'testpower':testpower,
-            'testduration':testduration,
-            'fatigue':fatigues,
-            'fitness':fitnesses,
-            'impulse':impulses,
-        })
-        df.sort_values(['date'],inplace=True)
+
+    df = pd.DataFrame({
+        'id': outids,
+        'date':dates,
+        'testpower':testpower,
+        'testduration':testduration,
+        'fatigue':fatigues,
+        'fitness':fitnesses,
+        'impulse':impulses,
+    })
+    df.sort_values(['date'],inplace=True)
+    if showtests:
         df['testdup'] = df['testpower'].shift(1)
         df['testpower'] = df.apply(lambda x: newtestpower(x),axis=1)
         df['id'] = df.apply(lambda x: newtestpowerid(x),axis=1)
@@ -2030,7 +2018,8 @@ def performance_chart(user,startdate=None,enddate=None,kfitness=42,kfatigue=7,
         fitnesses = df['fitness'].values.tolist()
         testduration = df['testduration'].values.tolist()
         impulses = df['impulse'].tolist()
-        outids = df['id'].unique()
+
+    outids = df['id'].unique()
 
     fatigues,fitnesses,dates,testpower,testduration,impulses = getfatigues(fatigues,
                                                      fitnesses,

From ee02c6f57f383ee897bad63b1f6d8d09a212ea42 Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Wed, 6 Jan 2021 21:12:08 +0100
Subject: [PATCH 03/10] setting marker on workout first save

---
 rowers/dataprep.py | 57 ++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 57 insertions(+)

diff --git a/rowers/dataprep.py b/rowers/dataprep.py
index 21739f73..e495403c 100644
--- a/rowers/dataprep.py
+++ b/rowers/dataprep.py
@@ -1102,6 +1102,56 @@ def workout_goldmedalstandard(workout):
     else:
         return 0,0
 
+def check_marker(workout):
+    r = workout.user
+    ws = Workout.objects.filter(date__gte=workout.date-datetime.timedelta(days=r.kfit),
+                                date__lte=workout.date,
+                                user=r,duplicate=False,
+                                ).order_by("date")
+    ids = []
+    gms = []
+    for w in ws:
+        gmstandard,gmseconds = workout_goldmedalstandard(w)
+        if gmseconds>60:
+            ids.append(w.id)
+            gms.append(gmstandard)
+
+    df = pd.DataFrame({
+        'id':ids,
+        'gms':gms,
+    })
+
+    if df.empty:
+        workout.ranking = True
+        workout.save()
+        return workout
+
+    indexmax = df['gms'].idxmax()
+    theid = df.loc[indexmax,'id']
+
+    wmax = Workout.objects.get(id=theid)
+    gms_max = wmax.goldmedalstandard
+
+    # check if equal, bigger, or smaller than previous
+    if not wmax.rankingpiece:
+        rankingworkouts = ws.filter(rankingpiece=True)
+        if len(rankingworkouts) == 0:
+            wmax.rankingpiece = True
+            wmax.save()
+            return wmax
+
+        lastranking = rankingworkouts[len(rankingworkouts)-1]
+        if lastranking.goldmedalstandard+0.2 < wmax.goldmedalstandard:
+            wmax.rankingpiece = True
+            wmax.save()
+            return wmax
+    else:
+        return wmax
+
+    return None
+
+
+
 def calculate_goldmedalstandard(rower,workout,recurrance=True):
     cpfile = 'media/cpdata_{id}.parquet.gz'.format(id=workout.id)
     try:
@@ -1470,6 +1520,8 @@ def checkbreakthrough(w, r):
 
     # submit email task to send email about breakthrough workout
     if isbreakthrough:
+        w.rankingpiece = True
+        w.save()
         if r.getemailnotifications and not r.emailbounced:
             job = myqueue(queuehigh,handle_sendemail_breakthrough,
                           w.id,
@@ -1480,6 +1532,8 @@ def checkbreakthrough(w, r):
 
     # submit email task to send email about breakthrough workout
     if ishard:
+        w.rankingpiece = True
+        w.save()
         if r.getemailnotifications and not r.emailbounced:
             job = myqueue(queuehigh,handle_sendemail_hard,
                           w.id,
@@ -1724,6 +1778,8 @@ def save_workout_database(f2, r, dosmooth=True, workouttype='rower',
 
     # check for duplicate start times and duration
     duplicate = checkduplicates(r,workoutdate,workoutstartdatetime,workoutenddatetime)
+    if duplicate:
+        rankingpiece = False
 
     # test title length
     if title is not None and len(title)>140:
@@ -1771,6 +1827,7 @@ def save_workout_database(f2, r, dosmooth=True, workouttype='rower',
     job = myqueue(queuehigh,handle_calctrimp,w.id,f2,r.ftp,r.sex,r.hrftp,r.max,r.rest)
 
     isbreakthrough, ishard = checkbreakthrough(w, r)
+    marker = check_marker(w)
 
     return (w.id, message)
 

From 67fc069cf6fb95d28248cd5acb76fd5ab813bbac Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Wed, 6 Jan 2021 21:17:57 +0100
Subject: [PATCH 04/10] fix duplicate case

---
 rowers/dataprep.py | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/rowers/dataprep.py b/rowers/dataprep.py
index e495403c..e6d50ad3 100644
--- a/rowers/dataprep.py
+++ b/rowers/dataprep.py
@@ -1104,7 +1104,8 @@ def workout_goldmedalstandard(workout):
 
 def check_marker(workout):
     r = workout.user
-    ws = Workout.objects.filter(date__gte=workout.date-datetime.timedelta(days=r.kfit),
+    dd = arrow.get(workout.date).datetime-datetime.timedelta(days=r.kfit)
+    ws = Workout.objects.filter(date__gte=dd,
                                 date__lte=workout.date,
                                 user=r,duplicate=False,
                                 ).order_by("date")
@@ -1520,8 +1521,9 @@ def checkbreakthrough(w, r):
 
     # submit email task to send email about breakthrough workout
     if isbreakthrough:
-        w.rankingpiece = True
-        w.save()
+        if not w.duplicate:
+            w.rankingpiece = True
+            w.save()
         if r.getemailnotifications and not r.emailbounced:
             job = myqueue(queuehigh,handle_sendemail_breakthrough,
                           w.id,
@@ -1532,8 +1534,9 @@ def checkbreakthrough(w, r):
 
     # submit email task to send email about breakthrough workout
     if ishard:
-        w.rankingpiece = True
-        w.save()
+        if not w.duplicate:
+            w.rankingpiece = True
+            w.save()
         if r.getemailnotifications and not r.emailbounced:
             job = myqueue(queuehigh,handle_sendemail_hard,
                           w.id,

From 44669eaa5d1dc851b36b4bd15f2e18047ebbd076 Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Wed, 6 Jan 2021 21:58:28 +0100
Subject: [PATCH 05/10] perf chart and gms chart now use rankingpiece

---
 rowers/dataprep.py         |  5 +++
 rowers/interactiveplots.py | 62 ++++++++++++++------------------------
 2 files changed, 27 insertions(+), 40 deletions(-)

diff --git a/rowers/dataprep.py b/rowers/dataprep.py
index e6d50ad3..bdef3641 100644
--- a/rowers/dataprep.py
+++ b/rowers/dataprep.py
@@ -1104,10 +1104,15 @@ def workout_goldmedalstandard(workout):
 
 def check_marker(workout):
     r = workout.user
+    gmstandard,gmseconds = workout_goldmedalstandard(workout)
+    if gmseconds<60:
+        return None
+
     dd = arrow.get(workout.date).datetime-datetime.timedelta(days=r.kfit)
     ws = Workout.objects.filter(date__gte=dd,
                                 date__lte=workout.date,
                                 user=r,duplicate=False,
+                                workouttype__in=mytypes.rowtypes,
                                 ).order_by("date")
     ids = []
     gms = []
diff --git a/rowers/interactiveplots.py b/rowers/interactiveplots.py
index dacd6799..b8418865 100644
--- a/rowers/interactiveplots.py
+++ b/rowers/interactiveplots.py
@@ -1801,9 +1801,17 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
                                       duplicate=False)
 
     # marker workouts
-    dates,testpower,testduration,fatigues,fitnesses,impulses, outids = build_goldmedalstandards(
-        workouts,42
-    )
+    workouts = Workout.objects.filter(user=user.rower,date__gte=startdate,
+                                      date__lte=enddate,
+                                      workouttype__in=mytypes.rowtypes,
+                                      duplicate=False).order_by('date')
+
+    markerworkouts = workouts.filter(rankingpiece=True)
+    outids = [w.id for w in markerworkouts]
+    dates = [arrow.get(w.date).datetime for w in markerworkouts]
+    testpower = [w.goldmedalstandard if w.rankingpiece else np.nan for w in markerworkouts]
+
+    testduration = [w.goldmedalseconds if w.rankingpiece else 0 for w in markerworkouts]
 
     df = pd.DataFrame({
         'id':outids,
@@ -1813,8 +1821,8 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
     })
     df.sort_values(['date'],inplace=True)
 
-    df['testdup'] = df['testpower'].shift(1)
-    df['testpower'] = df.apply(lambda x: newtestpower(x),axis=1)
+    #df['testdup'] = df['testpower'].shift(1)
+    #df['testpower'] = df.apply(lambda x: newtestpower(x),axis=1)
     #df['date'] = df.apply(lambda x: newtestpowerdate(x), axis=1)
 
 
@@ -1985,41 +1993,16 @@ def performance_chart(user,startdate=None,enddate=None,kfitness=42,kfatigue=7,
     workouts = Workout.objects.filter(user=user.rower,date__gte=startdate,
                                       date__lte=enddate,
                                       workouttype__in=mytypes.rowtypes,
-                                      duplicate=False)
-    dates,testpower,testduration,fatigues,fitnesses,impulses, outids = build_goldmedalstandards(
-        workouts,kfitness
-        )
+                                      duplicate=False).order_by('date')
 
-
-    df = pd.DataFrame({
-        'id': outids,
-        'date':dates,
-        'testpower':testpower,
-        'testduration':testduration,
-        'fatigue':fatigues,
-        'fitness':fitnesses,
-        'impulse':impulses,
-    })
-    df.sort_values(['date'],inplace=True)
-    if showtests:
-        df['testdup'] = df['testpower'].shift(1)
-        df['testpower'] = df.apply(lambda x: newtestpower(x),axis=1)
-        df['id'] = df.apply(lambda x: newtestpowerid(x),axis=1)
-
-        #try:
-        #    df['testpower'].iloc[-1] = df['testdup'].iloc[-1]
-        #except IndexError:
-        #    pass
-
-
-        dates = [d for d in df['date']]
-        testpower = df['testpower'].values.tolist()
-        fatigues = df['fatigue'].values.tolist()
-        fitnesses = df['fitness'].values.tolist()
-        testduration = df['testduration'].values.tolist()
-        impulses = df['impulse'].tolist()
-
-    outids = df['id'].unique()
+    markerworkouts = workouts.filter(rankingpiece=True)
+    outids = [w.id for w in markerworkouts]
+    dates = [arrow.get(w.date).datetime for w in workouts]
+    testpower = [w.goldmedalstandard if w.rankingpiece else np.nan for w in workouts]
+    impulses = [np.nan for w in workouts]
+    testduration = [w.goldmedalseconds if w.rankingpiece else 0 for w in workouts]
+    fitnesses = [np.nan for w in workouts]
+    fatigues = [np.nan for w in workouts]
 
     fatigues,fitnesses,dates,testpower,testduration,impulses = getfatigues(fatigues,
                                                      fitnesses,
@@ -2031,7 +2014,6 @@ def performance_chart(user,startdate=None,enddate=None,kfitness=42,kfatigue=7,
                                                      kfatigue,kfitness)
 
 
-
     df = pd.DataFrame({
         'date':dates,
         'testpower':testpower,

From 149df24059aded039bee85831e5ca79c3304c074 Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Thu, 7 Jan 2021 18:34:58 +0100
Subject: [PATCH 06/10] switching to hrtss instead of trimp

---
 rowers/forms.py            |  4 ++--
 rowers/interactiveplots.py | 22 +++++++---------------
 2 files changed, 9 insertions(+), 17 deletions(-)

diff --git a/rowers/forms.py b/rowers/forms.py
index f2d73740..7429ca3c 100644
--- a/rowers/forms.py
+++ b/rowers/forms.py
@@ -721,14 +721,14 @@ class PerformanceManagerForm(forms.Form):
         label='End Date')
 
     metricchoices = (
-        ('trimp','Use Heart Rate Data'),
+        ('hrtss','Use Heart Rate Data'),
         ('rscore','Use Power and Heart Rate Data'),
     )
 
     metricchoice = forms.ChoiceField(
         required=True,
         choices=metricchoices,
-        initial='trimp',
+        initial='hrtss',
         label='Data',
         widget=forms.RadioSelect
     )
diff --git a/rowers/interactiveplots.py b/rowers/interactiveplots.py
index b8418865..bfcb591f 100644
--- a/rowers/interactiveplots.py
+++ b/rowers/interactiveplots.py
@@ -1743,34 +1743,26 @@ def getfatigues(
     lambda_c = 2/(kfitness+1)
     nrdays = (enddate-startdate).days
 
-    factor = 1.0
-    if metricchoice == 'rscore':
-        factor = 2.0
-
     for i in range(nrdays+1):
         date = startdate+datetime.timedelta(days=i)
         ws = Workout.objects.filter(user=user.rower,date=date,duplicate=False)
         weight = 0
+
         for w in ws:
             if getattr(w,metricchoice) > 0:
-                weight += factor*getattr(w,metricchoice)
+                weight += getattr(w,metricchoice)
             if getattr(w,metricchoice) <= 0:
                 if metricchoice == 'rscore' and w.hrtss > 0:
-                    weight+= factor*w.hrtss
-                elif metricchoice == 'rscore' and w.hrtss <= 0:
+                    weight+= w.hrtss
+                else:
                     trimp,hrtss = dataprep.workout_trimp(w)
                     rscore,normp = dataprep.workout_rscore(w)
                     if w.rpe and w.rpe > 0:
                         dd = 3600*w.duration.hour+60*w.duration.minute+w.duration.second
                         dd = dd/3600
-                        weight += factor*rpetotss[w.rpe]*dd
-                elif metricchoice == 'trimp' and w.trimp <= 0:
-                    trimp,hrtss = dataprep.workout_trimp(w)
-                    rscore,normp = dataprep.workout_rscore(w)
-                    if w.rpe and w.rpe > 0:
-                        dd = 3600*w.duration.hour+60*w.duration.minute+w.duration.second
-                        dd = dd/3600
-                        weight += 2*rpetotss[w.rpe]*dd
+                        weight += rpetotss[w.rpe]*dd
+
+
 
         impulses.append(weight)
 

From 882c0cbf6b185349cd4605c7eb4d9f2401273223 Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Fri, 8 Jan 2021 08:45:46 +0100
Subject: [PATCH 07/10] added link to generate marker workouts

---
 coverage.xml                             | 33541 +++++++++++++++++++++
 rowers/interactiveplots.py               |     5 -
 rowers/templates/goldmedalscores.html    |     3 +
 rowers/templates/performancemanager.html |     3 +
 rowers/urls.py                           |     4 +
 rowers/views/analysisviews.py            |    23 +
 6 files changed, 33574 insertions(+), 5 deletions(-)
 create mode 100644 coverage.xml

diff --git a/coverage.xml b/coverage.xml
new file mode 100644
index 00000000..e842dfcc
--- /dev/null
+++ b/coverage.xml
@@ -0,0 +1,33541 @@
+<?xml version="1.0" ?>
+<coverage branch-rate="0" branches-covered="0" branches-valid="0" complexity="0" line-rate="0.5644" lines-covered="18697" lines-valid="33128" timestamp="1610090744887" version="4.5.3">
+	<!-- Generated by coverage.py: https://coverage.readthedocs.io -->
+	<!-- Based on https://raw.githubusercontent.com/cobertura/web/master/htdocs/xml/coverage-04.dtd -->
+	<sources>
+		<source>/home/sander/python/rowsandall</source>
+	</sources>
+	<packages>
+		<package branch-rate="0" complexity="0" line-rate="0.625" name=".">
+			<classes>
+				<class branch-rate="0" complexity="0" filename="context_processors.py" line-rate="0.4545" name="context_processors.py">
+					<methods/>
+					<lines>
+						<line hits="1" number="1"/>
+						<line hits="1" number="3"/>
+						<line hits="0" number="8"/>
+						<line hits="0" number="9"/>
+						<line hits="0" number="10"/>
+						<line hits="0" number="11"/>
+						<line hits="0" number="15"/>
+						<line hits="1" number="17"/>
+						<line hits="0" number="18"/>
+						<line hits="1" number="22"/>
+						<line hits="1" number="23"/>
+					</lines>
+				</class>
+				<class branch-rate="0" complexity="0" filename="manage.py" line-rate="1" name="manage.py">
+					<methods/>
+					<lines>
+						<line hits="1" number="2"/>
+						<line hits="1" number="3"/>
+						<line hits="1" number="4"/>
+						<line hits="1" number="7"/>
+						<line hits="1" number="8"/>
+					</lines>
+				</class>
+			</classes>
+		</package>
+		<package branch-rate="0" complexity="0" line-rate="0.555" name="rowers">
+			<classes>
+				<class branch-rate="0" complexity="0" filename="rowers/admin.py" line-rate="0.9767" name="admin.py">
+					<methods/>
+					<lines>
+						<line hits="1" number="1"/>
+						<line hits="1" number="2"/>
+						<line hits="1" number="3"/>
+						<line hits="1" number="4"/>
+						<line hits="1" number="5"/>
+						<line hits="1" number="6"/>
+						<line hits="1" number="7"/>
+						<line hits="1" number="9"/>
+						<line hits="1" number="23"/>
+						<line hits="1" number="24"/>
+						<line hits="1" number="25"/>
+						<line hits="1" number="26"/>
+						<line hits="1" number="27"/>
+						<line hits="1" number="29"/>
+						<line hits="1" number="68"/>
+						<line hits="1" number="69"/>
+						<line hits="1" number="70"/>
+						<line hits="1" number="72"/>
+						<line hits="1" number="80"/>
+						<line hits="1" number="82"/>
+						<line hits="0" number="83"/>
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+						<line hits="0" number="86"/>
+						<line hits="1" number="88"/>
+						<line hits="1" number="89"/>
+						<line hits="1" number="91"/>
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+						<line hits="1" number="94"/>
+						<line hits="1" number="95"/>
+						<line hits="1" number="97"/>
+						<line hits="1" number="98"/>
+						<line hits="1" number="100"/>
+						<line hits="1" number="101"/>
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+						<line hits="1" number="106"/>
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+						<line hits="1" number="112"/>
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+				</class>
+				<class branch-rate="0" complexity="0" filename="rowsandall_app/urls.py" line-rate="0.8182" name="urls.py">
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+				<class branch-rate="0" complexity="0" filename="rowsandall_app/views.py" line-rate="0.4286" name="views.py">
+					<methods/>
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+				</class>
+			</classes>
+		</package>
+		<package branch-rate="0" complexity="0" line-rate="0.9873" name="survey">
+			<classes>
+				<class branch-rate="0" complexity="0" filename="survey/admin.py" line-rate="1" name="admin.py">
+					<methods/>
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+				<class branch-rate="0" complexity="0" filename="survey/models.py" line-rate="0.9792" name="models.py">
+					<methods/>
+					<lines>
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+				</class>
+				<class branch-rate="0" complexity="0" filename="survey/views.py" line-rate="1" name="views.py">
+					<methods/>
+					<lines>
+						<line hits="1" number="1"/>
+						<line hits="1" number="2"/>
+						<line hits="1" number="4"/>
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+						<line hits="1" number="31"/>
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+						<line hits="1" number="33"/>
+						<line hits="1" number="34"/>
+					</lines>
+				</class>
+			</classes>
+		</package>
+	</packages>
+</coverage>
diff --git a/rowers/interactiveplots.py b/rowers/interactiveplots.py
index bfcb591f..4b1847bf 100644
--- a/rowers/interactiveplots.py
+++ b/rowers/interactiveplots.py
@@ -1787,11 +1787,6 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
 
     TOOLS = 'save,pan,box_zoom,wheel_zoom,reset,tap,hover,crosshair'
 
-    workouts = Workout.objects.filter(user=user.rower,date__gte=startdate,
-                                      date__lte=enddate,
-                                      workouttype__in=mytypes.rowtypes,
-                                      duplicate=False)
-
     # marker workouts
     workouts = Workout.objects.filter(user=user.rower,date__gte=startdate,
                                       date__lte=enddate,
diff --git a/rowers/templates/goldmedalscores.html b/rowers/templates/goldmedalscores.html
index 0b4d4dfe..ab85c47e 100644
--- a/rowers/templates/goldmedalscores.html
+++ b/rowers/templates/goldmedalscores.html
@@ -129,6 +129,9 @@
     </table>
   </li>
   {% endif %}
+  <li class="grid_4">
+    <a href="/rowers/createmarkerworkouts/user/{{ rower.user.id }}/">Automatically generate marker workouts</a>
+  </li>
 </ul>
 
 
diff --git a/rowers/templates/performancemanager.html b/rowers/templates/performancemanager.html
index 06908470..9e336622 100644
--- a/rowers/templates/performancemanager.html
+++ b/rowers/templates/performancemanager.html
@@ -182,6 +182,9 @@
     </table>
   </li>
   {% endif %}
+  <li class="grid_4">
+    <a href="/rowers/createmarkerworkouts/user/{{ rower.user.id }}/">Automatically generate marker workouts</a>
+  </li>
 </ul>
 
 
diff --git a/rowers/urls.py b/rowers/urls.py
index 3dc3771a..b6a93b1c 100644
--- a/rowers/urls.py
+++ b/rowers/urls.py
@@ -355,6 +355,10 @@ urlpatterns = [
     re_path(r'^fitness-fit/$',views.fitness_from_cp_view,name='fitness_from_cp_view'),
     re_path(r'^fitness-fit/user/(?P<userid>\d+)/$',views.fitness_from_cp_view,name='fitness_from_cp_view'),
     re_path(r'^fitness-fit/user/(?P<userid>\d+)/(?P<mode>\w+.*)/$',views.fitness_from_cp_view,name='fitness_from_cp_view'),
+    re_path(r'^createmarkerworkouts/user/(?P<userid>\d+)/$',views.create_marker_workouts_view,
+            name='create_marker_workouts_view'),
+    re_path(r'^createmarkerworkouts/$',views.create_marker_workouts_view,
+            name='create_marker_workouts_view'),
     re_path(r'^goldmedalscores/$',views.goldmedalscores_view,name='goldmedalscores_view'),
     re_path(r'^goldmedalscores/user/(?P<userid>\d+)/$',views.goldmedalscores_view,name='goldmedalscores_view'),
     re_path(r'^goldmedalscores/user/(?P<userid>\d+)/(?P<mode>\w+.*)/$',views.goldmedalscores_view,name='goldmedalscores_view'),
diff --git a/rowers/views/analysisviews.py b/rowers/views/analysisviews.py
index b4923355..34c08c54 100644
--- a/rowers/views/analysisviews.py
+++ b/rowers/views/analysisviews.py
@@ -1543,6 +1543,29 @@ def fitnessmetric_view(request,userid=0,mode='rower',
                       'form':form,
                       })
 
+@user_passes_test(ispromember, login_url="/rowers/paidplans",
+                  message="This functionality requires a Pro plan or higher. If you are already a Pro user, please log in to access this functionality",
+                  redirect_field_name=None)
+def create_marker_workouts_view(request,userid=0,
+                         startdate=timezone.now()-timezone.timedelta(days=365),
+                         enddate=timezone.now()):
+    therower = getrequestrower(request,userid=userid)
+    theuser = therower.user
+
+    workouts = Workout.objects.filter(user=theuser.rower,date__gte=startdate,
+                                      date__lte=enddate,
+                                      workouttype__in=mytypes.rowtypes,
+                                      duplicate=False).order_by('date')
+
+    for workout in workouts:
+        w2 = dataprep.check_marker(workout)
+
+    url = reverse('goldmedalscores_view',
+                  kwargs={
+                      'userid':userid,
+                      })
+    return HttpResponseRedirect(url)
+
 @user_passes_test(ispromember, login_url="/rowers/paidplans",
                   message="This functionality requires a Pro plan or higher. If you are already a Pro user, please log in to access this functionality",
                   redirect_field_name=None)

From 4c9b6b687b21312eb48376c228cd0705ffbab1aa Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Sat, 9 Jan 2021 11:59:42 +0100
Subject: [PATCH 08/10] adding click to open workout

---
 rowers/interactiveplots.py            | 23 +++++++++++++++++++++++
 rowers/models.py                      |  8 ++++++++
 rowers/templates/goldmedalscores.html |  2 ++
 3 files changed, 33 insertions(+)

diff --git a/rowers/interactiveplots.py b/rowers/interactiveplots.py
index 4b1847bf..31147923 100644
--- a/rowers/interactiveplots.py
+++ b/rowers/interactiveplots.py
@@ -132,6 +132,14 @@ def newtestpowerdate(x):
 
     return x['date']
 
+def workoutname(id):
+    try:
+        w = Workout.objects.get(id=id)
+    except Workout.DoesNotExist:
+        return ''
+
+    return str(w)
+
 def all_goldmedalstandards(workouts,startdate,enddate):
     dates = []
     testpowers = []
@@ -1824,6 +1832,7 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
 
     # all workouts
     alldates,alltestpower,allduration = all_goldmedalstandards(workouts,startdate,enddate)
+    allids = [w.id for w in workouts]
 
     nrdays = (enddate-startdate).days
 
@@ -1832,6 +1841,7 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
     score = []
     markerduration = []
     duration = []
+    workoutid = []
 
     previous = 0
 
@@ -1845,6 +1855,7 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
         markerduration.append(testduration[i])
         score.append(np.nan)
         duration.append(np.nan)
+        workoutid.append(id)
 
     for i in range(len(alldates)):
         td.append(arrow.get(alldates[i]).datetime)
@@ -1852,6 +1863,7 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
         score.append(alltestpower[i])
         markerduration.append(np.nan)
         duration.append(allduration[i])
+        workoutid.append(allids[i])
 
     for i in range(nrdays+1):
         td.append(arrow.get(startdate+datetime.timedelta(days=i)).datetime)
@@ -1859,6 +1871,7 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
         score.append(np.nan)
         markerduration.append(np.nan)
         duration.append(np.nan)
+        workoutid.append(0)
 
 
     df = pd.DataFrame({
@@ -1867,6 +1880,7 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
         'score':score,
         'duration':duration,
         'date':td,
+        'id':workoutid,
     })
 
 
@@ -1875,6 +1889,9 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
     df = df.groupby(['date']).max()
     df['date'] = df.index.values
 
+    df['url'] = df['id'].apply(lambda x:settings.SITE_URL+'/rowers/workout/{id}/'.format(id=encoder.encode_hex(x)))
+    df['workout'] = df['id'].apply(lambda x:workoutname(x))
+
 
     source = ColumnDataSource(
         data = dict(
@@ -1884,6 +1901,8 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
             duration = df['duration'].apply(lambda x:totaltime_sec_to_string(x,shorten=True)),
             date = df['date'],
             fdate = df['date'].map(lambda x: x.strftime('%d-%m-%Y')),
+            url = df['url'],
+            workout = df['workout']
         )
     )
 
@@ -1943,8 +1962,12 @@ def goldmedalscorechart(user,startdate=None,enddate=None):
         ('Score','@score{int}'),
         ('Duration', '@duration'),
         ('Date','@fdate'),
+        ('Workout','@workout')
     ])
 
+    taptool = plot.select(type=TapTool)
+    taptool.callback = OpenURL(url='@url')
+
     script, div = components(plot)
 
     return script, div,outids
diff --git a/rowers/models.py b/rowers/models.py
index aa31934e..0f9e0ab4 100644
--- a/rowers/models.py
+++ b/rowers/models.py
@@ -44,6 +44,7 @@ import datetime
 #from rules.contrib.models import RulesModel
 
 from rowers.rower_rules import *
+from rowers.opaque import encoder
 
 from rowers.rows import validate_file_extension
 from collections import OrderedDict
@@ -2992,6 +2993,13 @@ class Workout(models.Model):
     duplicate = models.BooleanField(default=False,verbose_name='Duplicate Workout')
     impeller = models.BooleanField(default=False,verbose_name='Impeller')
 
+    def url(self):
+        str = '/rowers/workout/{id}/'.format(
+            id = encoder.encode_hex(self.id)
+        )
+        url = settings.SITE_URL+str
+        return url
+
     def save(self, *args, **kwargs):
         user = self.user
         if self.notes is not None and len(self.notes)>1000:
diff --git a/rowers/templates/goldmedalscores.html b/rowers/templates/goldmedalscores.html
index ab85c47e..2cd05773 100644
--- a/rowers/templates/goldmedalscores.html
+++ b/rowers/templates/goldmedalscores.html
@@ -80,6 +80,8 @@
 
 <ul class="main-content">
   <li class="grid_4">
+    <p>Hover over the workout to see details, click on the workout to open in a
+      separate page.</p>
     <div id="id_chart">
     {{ the_div|safe }}
     </div>

From 8c02df6307581c5bab45cb0375d54194d12a997f Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Sat, 9 Jan 2021 12:14:34 +0100
Subject: [PATCH 09/10] CP chart data points are now clickable

---
 rowers/dataprep.py            | 8 +++++---
 rowers/interactiveplots.py    | 6 ++++++
 rowers/views/analysisviews.py | 3 ++-
 3 files changed, 13 insertions(+), 4 deletions(-)

diff --git a/rowers/dataprep.py b/rowers/dataprep.py
index bdef3641..f189dcd1 100644
--- a/rowers/dataprep.py
+++ b/rowers/dataprep.py
@@ -1243,28 +1243,30 @@ def fetchcp_new(rower,workouts):
         try:
             df = pd.read_parquet(cpfile)
             df['workout'] = str(workout)
+            df['url'] = workout.url()
             data.append(df)
         except:
             # CP data file doesn't exist yet. has to be created
             df, delta, cpvalues = setcp(workout)
             df['workout'] = str(workout)
+            df['url'] = workout.url()
             data.append(df)
 
 
     if len(data) == 0:
-        return pd.Series(),pd.Series(),0,pd.Series()
+        return pd.Series(),pd.Series(),0,pd.Series(),pd.Series()
     if len(data)>1:
         df = pd.concat(data,axis=0)
 
     try:
         df = df[df['cp'] == df.groupby(['delta'])['cp'].transform('max')]
     except KeyError:
-        pd.Series(),pd.Series(),0,pd.DataFrame()
+        pd.Series(),pd.Series(),0,pd.Series(),pd.Series()
 
 
     df = df.sort_values(['delta']).reset_index()
 
-    return df['delta'],df['cp'],0,df['workout']
+    return df['delta'],df['cp'],0,df['workout'],df['url']
 
 def setcp(workout,background=False,recurrance=True):
     filename = 'media/cpdata_{id}.parquet.gz'.format(id=workout.id)
diff --git a/rowers/interactiveplots.py b/rowers/interactiveplots.py
index 31147923..25eaf03e 100644
--- a/rowers/interactiveplots.py
+++ b/rowers/interactiveplots.py
@@ -3896,6 +3896,8 @@ def interactive_otwcpchart(powerdf,promember=0,rowername="",r=None,cpfit='data',
     deltas = fitt.apply(lambda x: timedeltaconv(x))
     ftime = niceformat(deltas)
     workouts = powerdf['workout']
+    urls = powerdf['url']
+
 
     sourcecomplex = ColumnDataSource(
         data = dict(
@@ -3904,6 +3906,7 @@ def interactive_otwcpchart(powerdf,promember=0,rowername="",r=None,cpfit='data',
             duration = fitt/60.,
             ftime = ftime,
             workout = workouts,
+            url = urls,
             )
         )
 
@@ -3967,6 +3970,9 @@ def interactive_otwcpchart(powerdf,promember=0,rowername="",r=None,cpfit='data',
 
     hover.mode = 'mouse'
 
+    taptool = plot.select(type=TapTool)
+    taptool.callback = OpenURL(url='@url')
+
     plot.line('duration','CP',source=sourcecomplex,legend_label="CP Model",
               color='green')
 
diff --git a/rowers/views/analysisviews.py b/rowers/views/analysisviews.py
index 34c08c54..9f2399d8 100644
--- a/rowers/views/analysisviews.py
+++ b/rowers/views/analysisviews.py
@@ -525,12 +525,13 @@ def cpdata(workouts, options):
 
 
     ids = [w.id for w in workouts]
-    delta, cpvalue, avgpower,workoutnames = dataprep.fetchcp_new(r,workouts)
+    delta, cpvalue, avgpower,workoutnames,urls = dataprep.fetchcp_new(r,workouts)
 
     powerdf = pd.DataFrame({
         'Delta':delta,
         'CP':cpvalue,
         'workout':workoutnames,
+        'url':urls,
     })
 
 

From e3e0336f05d90392d67726f698dbba8e722741b7 Mon Sep 17 00:00:00 2001
From: Sander Roosendaal <roosendaalsander@gmail.com>
Date: Sat, 9 Jan 2021 12:24:53 +0100
Subject: [PATCH 10/10] bug fix

---
 rowers/dataprep.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/rowers/dataprep.py b/rowers/dataprep.py
index f189dcd1..c609d2f2 100644
--- a/rowers/dataprep.py
+++ b/rowers/dataprep.py
@@ -1322,7 +1322,7 @@ def update_rolling_cp(r,types,mode='water'):
         user = r
     )
 
-    delta, cp, avgpower, workoutnames = fetchcp_new(r,workouts)
+    delta, cp, avgpower, workoutnames,urls = fetchcp_new(r,workouts)
 
     powerdf = pd.DataFrame({
         'Delta':delta,