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warn on unbalanced resource accounting #207

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Merged
merged 2 commits into from
Nov 6, 2025
Merged

warn on unbalanced resource accounting #207

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b5cd5eb
warn on unbalanced resource accounting
andre-merzky Oct 8, 2025
02786c4
Update src/radical/analytics/utils/plot.py
andre-merzky Nov 6, 2025
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29 changes: 26 additions & 3 deletions src/radical/analytics/utils/plot.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,8 @@
import sys
import glob

from collections import defaultdict

import pandas as pd
import numpy as np
import matplotlib as mpl
Expand Down Expand Up @@ -228,6 +230,7 @@ def get_pilot_series(session, pilot, tmap, resrc, percent=True):

td = entity.description
etype = entity.etype
check = defaultdict(list)

transitions = tmap.get(etype)
if not transitions:
Expand Down Expand Up @@ -287,18 +290,38 @@ def get_pilot_series(session, pilot, tmap, resrc, percent=True):

ts = entity.timestamps(event=event)
if not ts:
# print('%s: no event %s for %s' % (uid, event, etype))
# print('%s: no event %s for %s' % (entity.uid, event, etype))
continue

for r in resrc:
amount = t_resrc[r]
if amount == 0:
continue
t = (ts[0] - t_min)
check['%s:%s' % (r, p_from)].append([event, -amount])
check['%s:%s' % (r, p_to )].append([event, +amount])
contribs[r][p_from].append([t, -amount])
contribs[r][p_to ].append([t, +amount])
# print('%6.3f : %-30s : %-25s : %-15s --> %-15s [%s]' %
# (t, uid, event, p_from, p_to, amount))
# print('%6.3f : %-30s : %-25s : %-15s =-> %-15s [%s]' %
# (t, entity.uid, event, p_from, p_to, amount))


for metric in check:

# all contributions to a metric should sum to zero
# if not, pprint them
tot = sum([x[1] for x in check[metric]])
if tot != 0:
print('=== %s: %s' % (entity.uid, etype))
print('WARNING: unbalanced contributions to %s: %s' %
(metric, tot))

for m in check:
print(' %-20s : %8d' % (m, sum([x[1] for x in check[m]])))
# for e in entity.events:
# print(' %6.3f : %-20s : %s' % (e[ru.TIME] - t_min,
# e[ru.EVENT], e[ru.STATE]))
break

# we now have, for all metrics, a list of resource changes, in the form of
#
Expand Down
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