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Merge branch 'feature/metrics' into develop

This commit is contained in:
Sander Roosendaal
2020-02-08 13:22:16 +01:00
3 changed files with 292 additions and 94 deletions

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@@ -0,0 +1,203 @@
# -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: rowing-workout-metrics.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
DESCRIPTOR = _descriptor.FileDescriptor(
name='rowing-workout-metrics.proto',
package='rowing_workout_metrics',
syntax='proto3',
serialized_options=None,
serialized_pb=_b('\n\x1crowing-workout-metrics.proto\x12\x16rowing_workout_metrics\"p\n\x15WorkoutMetricsRequest\x12\x10\n\x08\x66ilename\x18\x01 \x01(\t\x12\x0b\n\x03sex\x18\x02 \x01(\t\x12\x0b\n\x03\x66tp\x18\x03 \x01(\x01\x12\r\n\x05hrftp\x18\x04 \x01(\x01\x12\r\n\x05hrmax\x18\x05 \x01(\x01\x12\r\n\x05hrmin\x18\x06 \x01(\x01\"p\n\x16WorkoutMetricsResponse\x12\x0b\n\x03tss\x18\x01 \x01(\x01\x12\r\n\x05normp\x18\x02 \x01(\x01\x12\r\n\x05trimp\x18\x03 \x01(\x01\x12\r\n\x05hrtss\x18\x04 \x01(\x01\x12\r\n\x05normv\x18\x05 \x01(\x01\x12\r\n\x05normw\x18\x06 \x01(\x01\x32w\n\x07Metrics\x12l\n\x0b\x43\x61lcMetrics\x12-.rowing_workout_metrics.WorkoutMetricsRequest\x1a..rowing_workout_metrics.WorkoutMetricsResponseb\x06proto3')
)
_WORKOUTMETRICSREQUEST = _descriptor.Descriptor(
name='WorkoutMetricsRequest',
full_name='rowing_workout_metrics.WorkoutMetricsRequest',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='filename', full_name='rowing_workout_metrics.WorkoutMetricsRequest.filename', index=0,
number=1, type=9, cpp_type=9, label=1,
has_default_value=False, default_value=_b("").decode('utf-8'),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='sex', full_name='rowing_workout_metrics.WorkoutMetricsRequest.sex', index=1,
number=2, type=9, cpp_type=9, label=1,
has_default_value=False, default_value=_b("").decode('utf-8'),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='ftp', full_name='rowing_workout_metrics.WorkoutMetricsRequest.ftp', index=2,
number=3, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='hrftp', full_name='rowing_workout_metrics.WorkoutMetricsRequest.hrftp', index=3,
number=4, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='hrmax', full_name='rowing_workout_metrics.WorkoutMetricsRequest.hrmax', index=4,
number=5, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='hrmin', full_name='rowing_workout_metrics.WorkoutMetricsRequest.hrmin', index=5,
number=6, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=56,
serialized_end=168,
)
_WORKOUTMETRICSRESPONSE = _descriptor.Descriptor(
name='WorkoutMetricsResponse',
full_name='rowing_workout_metrics.WorkoutMetricsResponse',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='tss', full_name='rowing_workout_metrics.WorkoutMetricsResponse.tss', index=0,
number=1, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='normp', full_name='rowing_workout_metrics.WorkoutMetricsResponse.normp', index=1,
number=2, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='trimp', full_name='rowing_workout_metrics.WorkoutMetricsResponse.trimp', index=2,
number=3, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='hrtss', full_name='rowing_workout_metrics.WorkoutMetricsResponse.hrtss', index=3,
number=4, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='normv', full_name='rowing_workout_metrics.WorkoutMetricsResponse.normv', index=4,
number=5, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
_descriptor.FieldDescriptor(
name='normw', full_name='rowing_workout_metrics.WorkoutMetricsResponse.normw', index=5,
number=6, type=1, cpp_type=5, label=1,
has_default_value=False, default_value=float(0),
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
serialized_options=None, file=DESCRIPTOR),
],
extensions=[
],
nested_types=[],
enum_types=[
],
serialized_options=None,
is_extendable=False,
syntax='proto3',
extension_ranges=[],
oneofs=[
],
serialized_start=170,
serialized_end=282,
)
DESCRIPTOR.message_types_by_name['WorkoutMetricsRequest'] = _WORKOUTMETRICSREQUEST
DESCRIPTOR.message_types_by_name['WorkoutMetricsResponse'] = _WORKOUTMETRICSRESPONSE
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
WorkoutMetricsRequest = _reflection.GeneratedProtocolMessageType('WorkoutMetricsRequest', (_message.Message,), {
'DESCRIPTOR' : _WORKOUTMETRICSREQUEST,
'__module__' : 'rowing_workout_metrics_pb2'
# @@protoc_insertion_point(class_scope:rowing_workout_metrics.WorkoutMetricsRequest)
})
_sym_db.RegisterMessage(WorkoutMetricsRequest)
WorkoutMetricsResponse = _reflection.GeneratedProtocolMessageType('WorkoutMetricsResponse', (_message.Message,), {
'DESCRIPTOR' : _WORKOUTMETRICSRESPONSE,
'__module__' : 'rowing_workout_metrics_pb2'
# @@protoc_insertion_point(class_scope:rowing_workout_metrics.WorkoutMetricsResponse)
})
_sym_db.RegisterMessage(WorkoutMetricsResponse)
_METRICS = _descriptor.ServiceDescriptor(
name='Metrics',
full_name='rowing_workout_metrics.Metrics',
file=DESCRIPTOR,
index=0,
serialized_options=None,
serialized_start=284,
serialized_end=403,
methods=[
_descriptor.MethodDescriptor(
name='CalcMetrics',
full_name='rowing_workout_metrics.Metrics.CalcMetrics',
index=0,
containing_service=None,
input_type=_WORKOUTMETRICSREQUEST,
output_type=_WORKOUTMETRICSRESPONSE,
serialized_options=None,
),
])
_sym_db.RegisterServiceDescriptor(_METRICS)
DESCRIPTOR.services_by_name['Metrics'] = _METRICS
# @@protoc_insertion_point(module_scope)

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@@ -0,0 +1,46 @@
# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
import grpc
import rowers.rowing_workout_metrics_pb2 as rowing__workout__metrics__pb2
class MetricsStub(object):
"""OTW-metrics service definition
"""
def __init__(self, channel):
"""Constructor.
Args:
channel: A grpc.Channel.
"""
self.CalcMetrics = channel.unary_unary(
'/rowing_workout_metrics.Metrics/CalcMetrics',
request_serializer=rowing__workout__metrics__pb2.WorkoutMetricsRequest.SerializeToString,
response_deserializer=rowing__workout__metrics__pb2.WorkoutMetricsResponse.FromString,
)
class MetricsServicer(object):
"""OTW-metrics service definition
"""
def CalcMetrics(self, request, context):
# missing associated documentation comment in .proto file
pass
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not implemented!')
raise NotImplementedError('Method not implemented!')
def add_MetricsServicer_to_server(servicer, server):
rpc_method_handlers = {
'CalcMetrics': grpc.unary_unary_rpc_method_handler(
servicer.CalcMetrics,
request_deserializer=rowing__workout__metrics__pb2.WorkoutMetricsRequest.FromString,
response_serializer=rowing__workout__metrics__pb2.WorkoutMetricsResponse.SerializeToString,
),
}
generic_handler = grpc.method_handlers_generic_handler(
'rowing_workout_metrics.Metrics', rpc_method_handlers)
server.add_generic_rpc_handlers((generic_handler,))

View File

@@ -38,6 +38,8 @@ from matplotlib import path
import grpc
import rowers.otw_power_calculator_pb2 as calculator_pb2
import rowers.otw_power_calculator_pb2_grpc as calculator_pb2_grpc
import rowers.rowing_workout_metrics_pb2 as metrics_pb2
import rowers.rowing_workout_metrics_pb2_grpc as metrics_pb2_grpc
from rowsandall_app.settings import SITE_URL
from rowsandall_app.settings_dev import SITE_URL as SITE_URL_DEV
@@ -609,105 +611,52 @@ def handle_calctrimp(id,
else:
engine = create_engine(database_url, echo=False)
try:
rowdata = rdata(csvfile=csvfilename)
except IOError:
tss = 0
normp = 0
trimp = 0
hrtss = 0
normv = 0
normw = 0
# check what the real file name is
if os.path.exists(csvfilename):
csvfile = csvfilename
elif os.path.exists(csvfilename+'.csv'):
csvfile = csvfilename+'.csv'
elif os.path.exists(csvfilename+'.gz'):
csvfile = csvfilename+'.gz'
csvfile = os.path.abspath(csvfile)
with grpc.insecure_channel(
target='localhost:50052',
options=[('grpc.lb_policy_name', 'pick_first'),
('grpc.enable_retries', 0), ('grpc.keepalive_timeout_ms',
10000)]
) as channel:
try:
rowdata = rdata(csvfile=csvfilename + '.csv')
except IOError:
try:
rowdata = rdata(csvfile=csvfilename + '.gz')
except IOError:
return 0
grpc.channel_ready_future(channel).result(timeout=10)
except grpc.FutureTimeoutError:
return 0
df = rowdata.df
try:
df['deltat'] = df[' ElapsedTime (sec)'].diff().abs()
except KeyError:
return 0
df2 = df.copy()
df2['time'] = df2[' ElapsedTime (sec)']
df2['time'] = df2['time'].apply(
lambda x:safetimedelta(x)
stub = metrics_pb2_grpc.MetricsStub(channel)
req = metrics_pb2.WorkoutMetricsRequest(
filename = csvfile,
ftp=ftp,
sex=sex,
hrftp=hrftp,
hrmax=hrmax,
hrmin=hrmin,
)
response = stub.CalcMetrics(req,timeout=60)
duration = df['TimeStamp (sec)'].max()-df['TimeStamp (sec)'].min()
df2 = df2.resample('1s',on='time').mean()
df2.fillna(method='ffill',inplace=True)
df2 = df2.rolling(30).mean()
tss = response.tss
normp = response.normp
trimp = response.trimp
normv = response.normv
normw = response.normw
hrtss = response.hrtss
df2[' Power (watts)'] = df2[' Power (watts)'].abs()
df2['pwr4'] = df2[' Power (watts)']**(4.0)
# pwr4mean = wavg(df,'pwr4','deltat')
pwr4mean = df2['pwr4'].mean()
pwrmean = df2[' Power (watts)'].mean()
# pwrmean = wavg(df,' Power (watts)','deltat')
if pwr4mean > 0:
normp = (pwr4mean)**(0.25)
else:
normp = pwrmean
intensityfactor = normp/float(ftp)
tss = 100.*((duration*normp*intensityfactor)/(3600.*ftp))
if sex == 'male':
f = 1.92
else:
f = 1.67
dt = df['TimeStamp (sec)'].diff()/60.
hrr = (df[' HRCur (bpm)']-hrmin)/(hrmax-hrmin)
hrrftp = (hrftp-hrmin)/float(hrmax-hrmin)
trimp1hr = 60.*hrrftp*0.64*np.exp(f*hrrftp)
trimpdata = dt*hrr*0.64*np.exp(f*hrr)
trimp = trimpdata.sum()
hrtss = 100.*trimp/trimp1hr
pp = 8.0
df['v4'] = df[' AverageBoatSpeed (m/s)']**(pp)
v4mean = wavg(df,'v4','deltat')
normv = v4mean**(1./pp)
try:
df['w4'] = df['driveenergy']**(pp)
w4mean = wavg(df,'w4','deltat')
normw = w4mean**(1./pp)
except KeyError:
normw = 0
if not np.isfinite(normv):
normv = 500./120.
if not np.isfinite(normw):
normw = 0
try:
dum = int(tss)
except ValueError:
tss = 0
try:
dum = int(normp)
except ValueError:
normp = 0
try:
dump = int(trimp)
except ValueError:
trimp = 0
try:
dump = int(hrtss)
except ValueError:
hrtss = 0
query = 'UPDATE rowers_workout SET rscore = {tss}, normp = {normp}, trimp={trimp}, hrtss={hrtss}, normv={normv}, normw={normw} WHERE id={id}'.format(
tss = int(tss),