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feat: show statistics of the job queueing system #1838

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feat: show statistics of the job queueing system #1838

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@Flix6x Flix6x commented Nov 28, 2025 •
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Description

  • flexmeasures jobs stats
  • Added changelog item in documentation/changelog.rst
  • Added changelog item in documentation/cli/change_log.rst

Look & Feel

Estimating arrival rates using a 60-minute window...

Overall: k=2, L=0.40, ρ=20%

Queue          λ (/s)    Lq    Ls    Wq (s)    Ws (s)    W (s)
-----------  --------  ----  ----  --------  --------  -------
forecasting    0.0033     0  0.08         0     22.62    22.62
scheduling     0.015      0  0.33         0     21.81    21.81

How to test

Run flexmeasures jobs stats (preferably with an operational redis DB in your flexmeasures.cfg settings).

Further Improvements

  • Save the results as sensor data (maybe automatically setting up a custom asset to hold all the sensors)

@Flix6x
feat: poc for showing average waiting time per queue
f9a16ca 
Signed-off-by: F.N. Claessen <felix@seita.nl>
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read-the-docs-community bot commented Nov 28, 2025 •
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Documentation build overview

📚 flexmeasures | 🛠️ Build #30729157 | 📁 Comparing b37e434 against latest (08d77fa)


🔍 Preview build

Show files changed (2 files in total): 📝 2 modified | ➕ 0 added | ➖ 0 deleted
File Status
changelog.html 📝 modified
api/v3_0.html 📝 modified

@Flix6x
feat: report servicing time
63a0274 
Signed-off-by: F.N. Claessen <felix@seita.nl>
@Flix6x
feat: report on capacity utilization
abe03a3 
Signed-off-by: F.N. Claessen <felix@seita.nl>
@Flix6x
docs: update docstring
6df87d3 
Signed-off-by: F.N. Claessen <felix@seita.nl>
@Flix6x
style: tabulate console output
6d5bec8 
Signed-off-by: F.N. Claessen <felix@seita.nl>
@Flix6x
feat: include waiting jobs in overall stats, so we report capacity re…
358092a 
…quirement rather than capacity utilization (otherwise, we could never see ρ > 100%)

Signed-off-by: F.N. Claessen <felix@seita.nl>
@Flix6x
style: revise orderings so that the console output shows stats in rev…
44644fb 
…erse order with respect to the help string

Signed-off-by: F.N. Claessen <felix@seita.nl>
@Flix6x
feat: use 1-hour default window instead of 10 minutes
c7975ee 
Signed-off-by: F.N. Claessen <felix@seita.nl>
@Flix6x
Merge remote-tracking branch 'refs/remotes/origin/main' into feat/ave…
94f738b 
…rage-waiting-time
@Flix6x
docs: changelog entry
b37e434 
Signed-off-by: F.N. Claessen <felix@seita.nl>
@Flix6x Flix6x changed the title feat: PoC for showing average waiting time per queue feat: show statistics of the job queueing system Dec 17, 2025
@Flix6x Flix6x marked this pull request as ready for review December 17, 2025 10:28
@Flix6x Flix6x self-assigned this Dec 17, 2025
@Flix6x Flix6x requested a review from nhoening December 17, 2025 10:29
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