all forces now in newton

rowers/dataprep.py

@@ -43,12 +43,15 @@ from sqlalchemy import create_engine
 import sqlalchemy as sa
 import sys
 
+from utils import lbstoN
+
 import django_rq
 queue = django_rq.get_queue('default')
 queuelow = django_rq.get_queue('low')
 queuehigh = django_rq.get_queue('default')
 
 
+
 user = settings.DATABASES['default']['USER']
 password = settings.DATABASES['default']['PASSWORD']
 database_name = settings.DATABASES['default']['NAME']
@@ -825,6 +828,7 @@ def testdata(time,distance,pace,spm):
 def getrowdata_db(id=0,doclean=False):
     data = read_df_sql(id)
     data['x_right'] = data['x_right']/1.0e6
+
     if data.empty:
         rowdata,row = getrowdata(id=id)
         if rowdata:
@@ -836,13 +840,22 @@ def getrowdata_db(id=0,doclean=False):
 
     if doclean:
         data = clean_df_stats(data,ignorehr=True)
-        
+
+    data['averageforce'] = data['averageforce']*lbstoN
+    data['peakforce'] = data['peakforce']*lbstoN
+
     return data,row
 
 # Fetch a subset of the data from the DB
 def getsmallrowdata_db(columns,ids=[],doclean=True,workstrokesonly=True):
     prepmultipledata(ids)
     data = read_cols_df_sql(ids,columns)
+
+    if 'peakforce' in columns:
+        data['peakforce'] = data['peakforce']*lbstoN
+    if 'averageforce' in columns:
+        data['averageforce'] = data['averageforce']*lbstoN
+        
     if doclean:
         data = clean_df_stats(data,ignorehr=True,
                               workstrokesonly=workstrokesonly)
@@ -990,6 +1003,12 @@ def smalldataprep(therows,xparam,yparam1,yparam2):
             except IOError:
                 pass
 
+    try:
+        df['peakforce'] = df['peakforce']*lbstoN
+        df['averageforce'] = df['averageforce']*lbstoN
+    except KeyError:
+        pass
+    
     return df
 
 # data fusion
@@ -1100,7 +1119,7 @@ def dataprep(rowdatadf,id=0,bands=True,barchart=True,otwpower=True,
         drivespeed = 0.0*rowdatadf['TimeStamp (sec)']
         
     drivespeed = drivespeed.fillna(value=0)
-    driveenergy = drivelength*averageforce*4.44822
+    driveenergy = drivelength*averageforce*lbstoN
     distance = rowdatadf.ix[:,'cum_dist']
 
 

rowers/dataprepnodjango.py

@@ -16,6 +16,8 @@ import sqlalchemy as sa
 
 from rowsandall_app.settings import DATABASES
 
+from utils import lbstoN
+
 user = DATABASES['default']['USER']
 password = DATABASES['default']['PASSWORD']
 database_name = DATABASES['default']['NAME']
@@ -595,7 +597,7 @@ def dataprep(rowdatadf,id=0,bands=True,barchart=True,otwpower=True,
 
     drivespeed = drivelength/rowdatadf[' DriveTime (ms)']*1.0e3
     drivespeed = drivespeed.fillna(value=0)
-    driveenergy = drivelength*averageforce*4.44822
+    driveenergy = drivelength*averageforce*lbstoN
     distance = rowdatadf.ix[:,'cum_dist']
 
 

rowers/interactiveplots.py

@@ -52,6 +52,8 @@ import rowers.dataprep as dataprep
 
 from rowers.metrics import axes,axlabels,yaxminima,yaxmaxima
 
+from utils import lbstoN
+
 def tailwind(bearing,vwind,winddir):
     """ Calculates head-on head/tailwind in direction of rowing
 
@@ -140,7 +142,7 @@ def interactive_forcecurve(theworkouts,workstrokesonly=False):
          finishav]
 
     thresholdforce = 100 if 'x' in boattype else 200
-    thresholdforce /= 4.45 # N to lbs
+    #thresholdforce /= 4.45 # N to lbs
     y = [0,thresholdforce,
          peakforceav,
          thresholdforce,0]
@@ -217,11 +219,11 @@ def interactive_forcecurve(theworkouts,workstrokesonly=False):
     plot.add_layout(finishlabel)
 
     plot.xaxis.axis_label = "Angle"
-    plot.yaxis.axis_label = "Force (lbs)"
+    plot.yaxis.axis_label = "Force (N)"
     plot.title.text = theworkouts[0].name
     plot.title.text_font_size=value("1.0em")
 
-    yrange1 = Range1d(start=0,end=200)
+    yrange1 = Range1d(start=0,end=900)
     plot.y_range = yrange1
 
     xrange1 = Range1d(start=yaxmaxima['catch'],end=yaxmaxima['finish'])

rowers/metrics.py

@@ -1,3 +1,5 @@
+from utils import lbstoN
+
 axes = (
     ('time','Time',0,1e5,'basic'),
     ('distance', 'Distance (m)',0,1e5,'basic'),
@@ -6,9 +8,9 @@ axes = (
     ('spm', 'Stroke Rate (spm)',15,45,'basic'),
     ('pace', 'Pace (/500m)',1.0e3*210,1.0e3*75,'basic'),
     ('power', 'Power (Watt)',0,600,'basic'),
-    ('averageforce', 'Average Drive Force (lbs)',0,200,'pro'),
+    ('averageforce', 'Average Drive Force (N)',0,900,'pro'),
     ('drivelength', 'Drive Length (m)',0.5,2.0,'pro'),
-    ('peakforce', 'Peak Drive Force (lbs)',0,400,'pro'),
+    ('peakforce', 'Peak Drive Force (N)',0,900,'pro'),
     ('forceratio', 'Average/Peak Force Ratio',0,1,'pro'),
     ('driveenergy', 'Work per Stroke (J)',0,1000,'pro'),
     ('drivespeed', 'Drive Speed (m/s)',0,4,'pro'),

rowers/utils.py

@@ -1,7 +1,7 @@
 import math
 import numpy as np
 
-
+lbstoN = 4.44822
 
 def serialize_list(value,token=','):
     assert(isinstance(value, list) or isinstance(value, tuple) or isinstance(value,np.ndarray))