def get_timestamps(src, sql, tol_hrs):
with src.session_ctx() as sess:
result = sess.execute(sql)
ts = array([make_timef(ri[0]) for ri in result.fetchall()])
idxs = bin_timestamps(ts, tol_hrs=tol_hrs)
return ts, idxs
def get_timestamps(src, sql, tol_hrs):
with src.session_ctx() as sess:
result = sess.execute(sql)
ts = array([make_timef(ri[0]) for ri in result.fetchall()])
idxs = bin_timestamps(ts, tol_hrs=tol_hrs)
return ts, idxs
def run(self, state):
unks = getattr(state, self.analysis_kind)
key = attrgetter('timestamp')
unks = sorted(unks, key=key)
tol_hrs = 1
ts = array([ai.timestamp for ai in unks])
idxs = bin_timestamps(ts, tol_hrs)
if idxs:
unks = array(unks)
for i, ais in enumerate(array_split(unks, idxs + 1)):
for ai in ais:
ai.group_id = i
else:
for ai in unks:
ai.group_id = 0
def run(self, state):
unks = getattr(state, self.analysis_kind)
key = attrgetter('timestamp')
unks = sorted(unks, key=key)
tol_hrs = 1
ts = array([ai.timestamp for ai in unks])
idxs = bin_timestamps(ts, tol_hrs)
if idxs:
unks = array(unks)
for i, ais in enumerate(array_split(unks, idxs + 1)):
for ai in ais:
ai.group_id = i
else:
for ai in unks:
ai.group_id = 0
def run(self, state):
unks = getattr(state, self.analysis_kind)
key = lambda x: x.timestamp
unks = sorted(unks, key=key)
tol_hrs = 1
# tol = 60 * 60 * tol_hrs
ts = array([ai.timestamp for ai in unks])
# dts = ediff1d(ts)
# idxs = where(dts > tol)[0]
idxs = bin_timestamps(ts, tol_hrs)
if idxs:
unks = array(unks)
for i, ais in enumerate(array_split(unks, idxs + 1)):
for ai in ais:
ai.group_id = i
else:
for ai in unks:
ai.group_id = 0
