def mds_track_check(invoyage):
'''
Perform one pass of the track check
:param invoyage: A list of :class:`.Voyage` that you want track checked
:type invoyage: :class:`.Voyage`
:return: list of QC flags 0 for pass and 1 for fail
:rtype: integer
This is an implementation of the MDS track check code
which was originally written in the 1990s. I don't know why this piece of
historic trivia so exercises my mind, but it does: the 1990s! I wish my code
would last so long.
'''
km_to_nm = 0.539957
nobs = len(invoyage)
#no obs in, no qc outcomes out
if nobs == 0:
return []
#Generic ids get a free pass on the track check
if qc.id_is_generic(invoyage.getvar(0, 'ID'), invoyage.getvar(0, 'YR')):
qcs = []
nobs = len(invoyage)
for i in range(0, nobs):
invoyage.set_qc(i, 'POS', 'bad_track', 0)
qcs.append(0)
return qcs
#fewer than three obs - set the fewsome flag
#deck 720 gets a pass prior to 1891 see Carella, Kent, Berry 2015 Appendix A3
if nobs < 3 and not(invoyage.getvar(0, 'DCK') == 720 and invoyage.getvar(0 ,'YR') < 1891):
qcs = []
nobs = len(invoyage)
for i in range(0, nobs):
invoyage.set_qc(i, 'POS', 'fewsome_check', 1)
qcs.append(0)
return qcs
#work out speeds and distances between alternating points
invoyage.calc_alternate_speeds()
#what are the mean and mode speeds?
mean_speed = invoyage.meansp()
modal_speed = modesp(invoyage.get_speed())
#set speed limits based on modal speed
amax, amaxx, amin = set_speed_limits(modal_speed)
#compare reported speeds and positions if we have them
forward_diff_from_estimated = distr1(invoyage)
reverse_diff_from_estimated = distr2(invoyage)
midpoint_diff_from_estimated = midpt(invoyage)
#do QC
qcs = [0]
all_alwdis = [0]
invoyage.set_qc(0, 'POS', 'bad_track', 0)
invoyage.set_qc(0, 'POS', 'fewsome_check', 0)
for i in range(1, nobs-1):
thisqc_a = 0
thisqc_b = 0
#together these cover the speeds calculate from point i
if (invoyage.getvar(i, 'speed') > amax and
invoyage.getvar(i-1 ,'alt_speed') > amax):
thisqc_a += 1.00
elif (invoyage.getvar(i+1, 'speed') > amax and
invoyage.getvar(i+1, 'alt_speed') > amax):
thisqc_a += 2.00
elif (invoyage.getvar(i, 'speed') > amax and
invoyage.getvar(i+1, 'speed') > amax):
thisqc_a += 3.00
# Quality-control by examining the distance
#between the calculated and reported second position.
thisqc_b += check_distance_from_estimate(invoyage.getvar(i , 'vsi'),
invoyage.getvar(i-1, 'vsi'),
invoyage.getvar(i, 'time_diff'),
forward_diff_from_estimated[i],
reverse_diff_from_estimated[i])
#Check for continuity of direction
thisqc_b += direction_continuity(invoyage.getvar(i, 'dsi'),
invoyage.getvar(i-1, 'dsi'),
invoyage.getvar(i, 'course'))
#Check for continuity of speed.
thisqc_b += speed_continuity(invoyage.getvar(i, 'vsi'),
invoyage.getvar(i-1, 'vsi'),
invoyage.getvar(i, 'speed'))
#check for speeds in excess of 40.00 knots
if invoyage.getvar(i, 'speed') > 40.00/km_to_nm:
thisqc_b += 10.0
#make the final decision
if (midpoint_diff_from_estimated[i] > 150.0/km_to_nm and
thisqc_a > 0 and
thisqc_b > 0):
qcs.append(1)
invoyage.set_qc(i, 'POS', 'bad_track', 1)
invoyage.set_qc(i, 'POS', 'fewsome_check', 0)
else:
qcs.append(0)
invoyage.set_qc(i, 'POS', 'bad_track', 0)
invoyage.set_qc(i, 'POS', 'fewsome_check', 0)
qcs.append(0)
invoyage.set_qc(nobs-1, 'POS', 'bad_track', 0)
invoyage.set_qc(nobs-1, 'POS', 'fewsome_check', 0)
return qcs
def mds_track_check(invoyage):
"""
Perform one pass of the track check
:param invoyage: A list of :class:`.Voyage` that you want track checked
:type invoyage: :class:`.Voyage`
:return: list of QC flags 0 for pass and 1 for fail
:rtype: integer
This is an implementation of the MDS track check code
which was originally written in the 1990s. I don't know why this piece of
historic trivia so exercises my mind, but it does: the 1990s! I wish my code
would last so long.
"""
km_to_nm = 0.539957
nobs = len(invoyage)
# no obs in, no qc outcomes out
if nobs == 0:
return []
# Generic ids get a free pass on the track check
if qc.id_is_generic(invoyage.getvar(0, 'ID'), invoyage.getvar(0, 'YR')):
qcs = []
nobs = len(invoyage)
for i in range(0, nobs):
invoyage.set_qc(i, 'POS', 'bad_track', 0)
qcs.append(0)
return qcs
# fewer than three obs - set the fewsome flag
# deck 720 gets a pass prior to 1891 see Carella, Kent, Berry 2015 Appendix A3
if nobs < 3 and not (invoyage.getvar(0, 'DCK') == 720
and invoyage.getvar(0, 'YR') < 1891):
qcs = []
nobs = len(invoyage)
for i in range(0, nobs):
invoyage.set_qc(i, 'POS', 'fewsome_check', 1)
qcs.append(0)
return qcs
# work out speeds and distances between alternating points
invoyage.calc_alternate_speeds()
# what are the mean and mode speeds?
mean_speed = invoyage.meansp()
modal_speed = modesp(invoyage.get_speed())
# set speed limits based on modal speed
amax, amaxx, amin = set_speed_limits(modal_speed)
# compare reported speeds and positions if we have them
forward_diff_from_estimated = distr1(invoyage)
reverse_diff_from_estimated = distr2(invoyage)
midpoint_diff_from_estimated = midpt(invoyage)
# do QC
qcs = [0]
all_alwdis = [0]
invoyage.set_qc(0, 'POS', 'bad_track', 0)
invoyage.set_qc(0, 'POS', 'fewsome_check', 0)
for i in range(1, nobs - 1):
thisqc_a = 0
thisqc_b = 0
# together these cover the speeds calculate from point i
if (invoyage.getvar(i, 'speed') > amax
and invoyage.getvar(i - 1, 'alt_speed') > amax):
thisqc_a += 1.00
elif (invoyage.getvar(i + 1, 'speed') > amax
and invoyage.getvar(i + 1, 'alt_speed') > amax):
thisqc_a += 2.00
elif (invoyage.getvar(i, 'speed') > amax
and invoyage.getvar(i + 1, 'speed') > amax):
thisqc_a += 3.00
# Quality-control by examining the distance
# between the calculated and reported second position.
thisqc_b += check_distance_from_estimate(
invoyage.getvar(i, 'vsi'), invoyage.getvar(i - 1, 'vsi'),
invoyage.getvar(i, 'time_diff'), forward_diff_from_estimated[i],
reverse_diff_from_estimated[i])
# Check for continuity of direction
thisqc_b += direction_continuity(invoyage.getvar(i, 'dsi'),
invoyage.getvar(i - 1, 'dsi'),
invoyage.getvar(i, 'course'))
# Check for continuity of speed.
thisqc_b += speed_continuity(invoyage.getvar(i, 'vsi'),
invoyage.getvar(i - 1, 'vsi'),
invoyage.getvar(i, 'speed'))
# check for speeds in excess of 40.00 knots
if invoyage.getvar(i, 'speed') > 40.00 / km_to_nm:
thisqc_b += 10.0
# make the final decision
if (midpoint_diff_from_estimated[i] > 150.0 / km_to_nm and thisqc_a > 0
and thisqc_b > 0):
qcs.append(1)
invoyage.set_qc(i, 'POS', 'bad_track', 1)
invoyage.set_qc(i, 'POS', 'fewsome_check', 0)
else:
qcs.append(0)
invoyage.set_qc(i, 'POS', 'bad_track', 0)
invoyage.set_qc(i, 'POS', 'fewsome_check', 0)
qcs.append(0)
invoyage.set_qc(nobs - 1, 'POS', 'bad_track', 0)
invoyage.set_qc(nobs - 1, 'POS', 'fewsome_check', 0)
return qcs
def mds_track_check(inreps):
'''
Perform one pass of the track check
:param inreps: A list of :class:`.MarineReport` that you want track checked
:type inreps: :class:`.MarineReport`
:return: list of QC flags 0 for pass and 1 for fail
:rtype: integer
This is an implementation of the MDS track check code
which was originally written in the 1990s. I don't know why this piece of
historic trivia so exercises my mind, but it does: the 1990s! I wish my code
would last so long.
'''
nobs = len(inreps)
#no obs in, no qc outcomes out
if nobs == 0:
return []
#Generic ids get a free pass on the track check
if qc.id_is_generic(inreps[0].id, inreps[0].year) or nobs < 3:
qcs = []
nobs = len(inreps)
for i in range(0, nobs):
inreps[i].bad_track = 0
qcs.append(0)
return qcs
#work out speeds and distances between consecutive
#points and alternating points
time_diffs, speeds, distances, ship_directions = calc_1step_speeds(inreps)
alt_time_diffs, alt_speeds, alt_distances, alt_ship_directions = \
calc_alternate_step_speeds(inreps)
#what are the mean and mode speeds?
mean_speed = meansp(speeds)
modal_speed = modesp(speeds)
#set speed limits based on modal speed
amax, amaxx, amin = set_speed_limits(modal_speed)
#compare reported speeds and positions if we have them
forward_diff_from_estimated = distr1(inreps, time_diffs)
reverse_diff_from_estimated = distr2(inreps, time_diffs)
midpoint_diff_from_estimated = midpt(inreps, time_diffs)
#do QC
qcs = [0]
all_alwdis = [0]
for i in range(1, nobs-1):
thisqc_a = 0
thisqc_b = 0
#together these cover the speeds calculate from point i
if speeds[i] > amax and alt_speeds[i-1] > amax:
thisqc_a += 1.00
elif speeds[i+1] > amax and alt_speeds[i+1] > amax:
thisqc_a += 2.00
elif speeds[i] > amax and speeds[i+1] > amax:
thisqc_a += 3.00
# Quality-control by examining the distance
#between the calculated and reported second position.
thisqc_b += check_distance_from_estimate(inreps[i].vsi,
inreps[i-1].vsi,
time_diffs[i],
forward_diff_from_estimated[i],
reverse_diff_from_estimated[i])
#Check for continuity of direction
thisqc_b += direction_continuity(inreps[i].dsi,
inreps[i-1].dsi,
ship_directions[i])
#Check for continuity of speed.
thisqc_b += speed_continuity(inreps[i].vsi,
inreps[i-1].vsi,
speeds[i])
#check for speeds in excess of 40.00 knots
if speeds[i] > 40.00:
thisqc_b += 10.0
#make the final decision
if (midpoint_diff_from_estimated[i] > 150.0 and
thisqc_a > 0 and
thisqc_b > 0):
qcs.append(1)
inreps[i].bad_track = 1
else:
qcs.append(0)
inreps[i].bad_track = 0
qcs.append(0)
return qcs