close #359

rowers/forms.py

@@ -30,7 +30,7 @@ class EmailForm(forms.Form):
     botcheck = forms.CharField(max_length=5)
     message = forms.CharField()
 
-
+    
     
 # Upload the CrewNerd Summary CSV
 class CNsummaryForm(forms.Form):
@@ -105,6 +105,7 @@ from utils import (
     defaultleft,defaultmiddle
     )
 
+    
 
 # Form to change Workflow page layout
 class WorkFlowLeftPanelForm(forms.Form):
@@ -533,6 +534,20 @@ ww = list(workouttypes)
 ww.append(tuple(('all','All')))
 workouttypes = tuple(ww)
 
+class DataFrameColumnsForm(forms.Form):
+    cols = ['ftime','cumdist','fpace','spm',
+            'hr','power','driveenergy','drivelength','averageforce',
+            'peakforce','distance','drivespeed','workoutstate',
+            'catch','finish','peakforceangle','wash','slip','rhythm',
+            'effectiveangle','totalangle','distanceperstroke','velo']
+
+    colchoices = [
+        (c, c) for c in cols
+        ]
+
+    cols = forms.MultipleChoiceField(choices=colchoices,
+                                     label='Table Columns')
+
 # form to select modality and boat type for trend flex
 class TrendFlexModalForm(forms.Form):
     modality = forms.ChoiceField(choices=workouttypes,

rowers/templates/menu_workout.html

@@ -259,6 +259,10 @@
           <i class="fas fa-cut fa-fw"></i>&nbsp;Split Workout
         </a>
       </li>
+      <li id="data-view">
+        <a href="/rowers/workout/{{ workout.id }}/data">
+          <i class="fal fa-table fa-fw"></i>&nbsp;Explore Raw Data
+        </a>
     </ul>
   </li>
   <li class="has-children" id="advanced">

rowers/templates/workout_data.html

@@ -0,0 +1,29 @@
+{% extends "newbase.html" %}
+{% load staticfiles %}
+{% load rowerfilters %}
+
+{% block title %}Workout Data{% endblock %}
+
+{% block main %}
+<h1>Workout Data for {{ workout.name }}</h1>
+
+<ul class="main-content">
+  <li class="grid_4">
+    <p>
+      <form method="post" enctype="multipart/form-data">
+        {{ form.as_table }}
+        {% csrf_token %}
+        <input type="submit" value="Submit">
+      </form>
+    </p>
+  </li>
+  <li class="grid_4">
+    {{ htmltable|safe }}
+  </li>
+</ul>
+
+{% endblock %}
+
+{% block sidebar %}
+{% include 'menu_workout.html' %}
+{% endblock %}

rowers/urls.py

@@ -246,6 +246,7 @@ urlpatterns = [
     url(r'^workout/(?P<id>\d+)/instroke/(?P<metric>\w+.*)$',views.instroke_chart),
     url(r'^workout/(?P<id>\d+)/instroke$',views.instroke_view),
     url(r'^workout/(?P<id>\d+)/stats$',views.workout_stats_view),
+    url(r'^workout/(?P<id>\d+)/data$',views.workout_data_view),
     url(r'^workout/(?P<id>\d+)/otwsetpower$',views.workout_otwsetpower_view),
     url(r'^workout/(?P<id>\d+)/interactiveotwplot$',views.workout_otwpowerplot_view),
     url(r'^workout/(?P<id>\d+)/wind$',views.workout_wind_view),

rowers/views.py

@@ -44,7 +44,7 @@ from rowers.forms import (
     PlannedSessionTeamForm,PlannedSessionTeamMemberForm,
     VirtualRaceSelectForm,WorkoutRaceSelectForm,CourseSelectForm,
     RaceResultFilterForm,PowerIntervalUpdateForm,FlexAxesForm,
-    FlexOptionsForm
+    FlexOptionsForm,DataFrameColumnsForm,
     )
 from django.core.urlresolvers import reverse, reverse_lazy
 
@@ -8093,6 +8093,100 @@ def cumstats(request,theuser=0,
 
     return response
 
+
+# data explorer
+@login_required()
+def workout_data_view(request, id=0):
+
+    r = getrower(request.user)
+    w = get_workout(id)
+
+    if not checkworkoutuser(request.user,w):
+        raise PermissionDenied('Access Denied')
+
+    breadcrumbs = [
+            {
+                'url':'/rowers/list-workouts',
+                'name':'Workouts'
+                },
+            {
+                'url':get_workout_default_page(request,id),
+                'name': str(w.id)
+                },
+            {
+                'url':reverse(workout_data_view,kwargs={'id':id}),
+                'name': 'Data Explorer'
+                }
+            
+            ]
+
+
+    datadf,row = dataprep.getrowdata_db(id=id)
+
+
+    datadf.sort_values(['ftime'],inplace=True)
+
+    datadf.drop(labels=[
+        'id','time','hr_an','hr_at','hr_bottom','hr_max',
+        'hr_tr','hr_ut1','hr_ut2','x_right',
+    ],inplace=True,axis=1)
+    
+
+    cols = ['ftime','cumdist','fpace','spm',
+            'hr','power','driveenergy','drivelength','averageforce',
+            'peakforce','distance','drivespeed','workoutstate',
+            'catch','finish','peakforceangle','wash','slip','rhythm',
+            'effectiveangle','totalangle','distanceperstroke','velo']
+
+
+    tcols = ['ftime','cumdist','fpace','spm','hr','power']
+    
+    datadf = datadf[cols]
+    datadf.loc[:,'hr'] = datadf['hr'].astype('int')
+    datadf.loc[:,'power'] = datadf['power'].astype('int')
+    datadf.loc[:,'distance'] = datadf['distance'].astype('int')
+    datadf.loc[:,'spm'] = 10*datadf['spm'].astype('int')/10.
+
+            
+    if request.method == 'POST':
+        form = DataFrameColumnsForm(request.POST)
+        if form.is_valid():
+            tcols = form.cleaned_data['cols']
+
+    else:
+        form = DataFrameColumnsForm(initial = {'cols':tcols})
+
+    datadf = datadf[tcols]
+    
+    for col in cols:
+        try:
+            if datadf[col].mean() == 0 and datadf[col].std() == 0:
+                datadf.drop(labels=[col],axis=1,inplace=True)
+        except (TypeError,KeyError):
+            pass
+
+    #    pd.set_option('display.width', 1000)
+    pd.set_option('colheader_justify', 'left')
+    
+    htmltable = datadf.to_html(
+        bold_rows=True,
+        show_dimensions=True,border=1,
+        classes='pandastable',justify='justify'
+    )
+
+    return render(request,
+                  'workout_data.html',
+                  {
+                      'htmltable': htmltable,
+                      'form':form,
+                      'teams':get_my_teams(request.user),
+                      'workout': w,
+                      'breadcrumbs': breadcrumbs,
+                      
+                      }
+                  )
+    
+
 # Stats page
 @login_required()
 def workout_stats_view(request,id=0,message="",successmessage=""):
@@ -8130,10 +8224,7 @@ def workout_stats_view(request,id=0,message="",successmessage=""):
     # prepare data frame
     datadf,row = dataprep.getrowdata_db(id=id)
     if (checkworkoutuser(request.user,row)==False):
-        message = "You are not allowed to see the stats of this workout"
-        messages.error(request,message)
-        url = reverse(workouts_view)
-        return HttpResponseRedirect(url)
+        raise PermissionDenied('Access Denied')
 
     datadf = dataprep.clean_df_stats(datadf,workstrokesonly=workstrokesonly)