minimum viable version of improved stats

rowers/dataprep.py

@@ -968,6 +968,12 @@ def read_cols_df_sql(ids,columns):
     connection = engine.raw_connection()
     df = pd.read_sql_query(query,engine)
     df = df.fillna(value=0)
+    try:
+        df['peakforce'] = df['peakforce']*lbstoN
+        df['averageforce'] = df['averageforce']*lbstoN
+    except KeyError:
+        pass
+
     engine.dispose()
     return df
         
@@ -980,6 +986,12 @@ def read_df_sql(id):
 
     engine.dispose()
     df = df.fillna(value=0)
+    try:
+        df['peakforce'] = df['peakforce']*lbstoN
+        df['averageforce'] = df['averageforce']*lbstoN
+    except KeyError:
+        pass
+
     return df
 
 # Get the necessary data from the strokedata table in the DB.

rowers/interactiveplots.py

@@ -4,7 +4,7 @@ from rowingdata import main as rmain
 from rowingdata import cumcpdata,histodata
 
 from rowingdata import rowingdata as rrdata
-
+from math import pi
 from django.utils import timezone
 
 from bokeh.palettes import Dark2_8 as palette
@@ -88,15 +88,27 @@ from rowers.dataprep import nicepaceformat,niceformat
 from rowers.dataprep import timedeltaconv    
 
 def interactive_boxchart(datadf,fieldname):
-
+    TOOLS = 'save,pan,box_zoom,wheel_zoom,reset,resize'
     plot = BoxPlot(datadf, values=fieldname, label='date',
                    legend=False,
                    title=axlabels[fieldname],
-                   outliers=False)
+                   outliers=False,
+                   tools=TOOLS,
+                   x_mapper_type='datetime')
 
     yrange1 = Range1d(start=yaxminima[fieldname],end=yaxmaxima[fieldname])
     plot.y_range = yrange1
+
+    plot.xaxis.axis_label = 'Date'
+    plot.yaxis.axis_label = axlabels[fieldname]
+
     
+    plot.xaxis.formatter = DatetimeTickFormatter(
+        days=["%d %B %Y"],
+        months=["%d %B %Y"],
+        years=["%d %B %Y"],
+        )
+    plot.xaxis.major_label_orientation = pi/4
     
     script, div = components(plot)
 

rowers/templates/cumstats.html

@@ -47,7 +47,7 @@
     between {{ startdate|date }} and {{ enddate|date }}</p>
 
   <p>Direct link for other Pro users:
-    <a href="/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}">https://rowsandall.com/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}</a>
+    <a href="/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}/p/{{ plotfield }}">https://rowsandall.com/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}/p/{{ plotfield }}</a>
   </p>
 
   <form enctype="multipart/form-data" action="{{ formloc }}" method="post">
@@ -95,7 +95,13 @@
 <div class="grid_4 alpha">
 {% if stats %}
 {% for key, value in stats.items %}
-  <h2>{{ value.verbosename }}</h2>
+<h2>{{ value.verbosename }}</h2>
+<div class="grid_1">
+  <p>
+    <a class="button blue small" href="/rowers/{{ id }}/cumstats/{{ startdate|date:"Y-m-d" }}/{{ enddate|date:"Y-m-d" }}/p/{{ key }}">Plot</a>
+    </p>
+  </div>
+
   <table width="100%" class="listtable">
     <thead>
       <tr>

rowers/urls.py

@@ -141,6 +141,8 @@ urlpatterns = [
     url(r'^histo/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.histo),
     url(r'^histo/(?P<deltadays>\d+)$',views.histo),
     url(r'^histo/$',views.histo),
+    url(r'^cumstats/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)/p/(?P<plotfield>\w+.*)$',views.cumstats),
+    url(r'^(?P<theuser>\d+)/cumstats/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)/p/(?P<plotfield>\w+.*)$',views.cumstats),
     url(r'^(?P<theuser>\d+)/cumstats/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.cumstats),
     url(r'^(?P<theuser>\d+)/cumstats/(?P<deltadays>\d+)$',views.cumstats),
     url(r'^cumstats/(?P<startdatestring>\w+.*)/(?P<enddatestring>\w+.*)$',views.cumstats),

rowers/views.py

@@ -3839,6 +3839,7 @@ def cumstats(request,theuser=0,
 	     deltadays=-1,
 	     startdatestring="",
 	     enddatestring="",
+             plotfield='spm',
              options={
                  'includereststrokes':False,
                  'workouttypes':['rower','dynamic','slides']
@@ -4010,7 +4011,8 @@ def cumstats(request,theuser=0,
     # interactive box plot
     datadf['workoutid'].replace(datemapping,inplace=True)
     datadf.rename(columns={"workoutid":"date"},inplace=True)
-    script,div = interactive_boxchart(datadf,'wash')
+    datadf = datadf.sort_values(['date'])
+    script,div = interactive_boxchart(datadf,plotfield)
     
     # set options form correctly
     initial = {}
@@ -4041,6 +4043,7 @@ def cumstats(request,theuser=0,
                       'cordict':cordict,
                       'plotscript':script,
                       'plotdiv':div,
+                      'plotfield':plotfield,
                   })
 
     request.session['options'] = options