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Information share of what you found so far sprinting



A deep dive on Detection and Measurement (continued continued)Video


A deep dive on Detection and Measurement (continued)Video



No meeting week


Everyone! Keith Bechtol can organize

Ops Rehearsal 3 Debrief

KB: suggested topic

Operations Rehearsal for Commissioning #3 Realtime Lessons Learned


Plotting feedback


A deep dive on Detection and Measurement

detection and measurement FAQs:



Pierre-François Leget Formal introduction and summary of his previous work


Trys McCann Discussion about synthetic source injection for regular RC2 reprocessing


ComCamSim Pipeline Sprint Demo


Dan Taranu Update on MultiProFit and galaxy photometry/sizes


Arun Kannawadi Discussion about moments-based star/galaxy classifier


Analysis tools sprint demoCalibration/analysis tools sprint slide deck




Alex Broughton BF mitigation strategy improvements


analysis tools sprintingKick off is during paircoding, and there's no talk planned, so we can just keep on co-working. Slides.


Pre-mortem II (continued)

Reviewing proposed mitigations:


Pre-mortem II (continued)

Onward with reviewing December's brainstorming and turning the items into risks:





Yusra AlSayyad Pre-mortem II


Aaron Watkins Modifying SkyCorrectionTask to be low-surface-brightness compliant;  Developing skyCorr metrics using source injection. 


Eli Rykoff Calibration Strategy incl New ISR, a.k.a. Calibpalooza Plan. 





Yusra AlSayyad Rubin's Hybrid Cloud strategy.


All + Sierra and OrionCampaign Management and BPS gripes, tips, and show-and-tell. 


AllLATISS Config update demo


NO MEETINGLATISS Config Sprint Cowork


Tour of LATISS data products

Anyone who has tips and info on the LATISS processing runs are welcome to show and tell



Prompt Processing with AuxTel Imaging Survey Data 2023

Ian Sullivan  & AP Team

metrics sprint closeoutCloseout slides

Amir Ebadati-Bazkiaei (In-Kind contributor from Macquarie University, Australia)

Bright Star Subtraction in the Science Pipelines

Link TBD

(I think this overlaps with the Butler/Client Fest - If this slot is required for that, we're happy to move to next week instead)




Viraj Karambelkar (Visiting Princeton from Caltech) Data-processing pipeline for a new infrared time-domain surveyor - WINTER


Riley Clarke (visiting Princeton from U of Delaware)


Andrew Saydjari (visiting Princeton from Harvard)Photometry and background-related uncertainties in DECaPS


John Parejkoobs package config overrides and DM-39796


No meeting


allpost-PCW discussion


No meetingPCW


Yusra + everyonePractice run for Updates from Science Pipelines for PCW


Yusra office hours for PCW talk


Yusra (+ Jim)Major components left to write for the DRP pipeline


Jim Boschthe QuantumGraph generation algorithm, why it's slow, and how to speed it up


John Parejko, allMaking the next release not be preceded by "drop everything and get your deprecation removals in"


John ParejkoNew CalibrateImageTask



No meetingMeeting free week


Arun KannawadiSingle-visit star-galaxy classificationslides


No meetingMany people are celebrating Lupton or striking.


@fredChi**2 coadds


No meetingEveryone is bootcamping.


Keith Bechtol Commissioning update


Commissioning Science Validation Bootcamp welcome slides


analysis_tools sprint demo


John Parejko Data model changes from RFC-906


Never allocate nodes again

View file


LSSTCam updateslides




Bruno Sanchez Transient survey science: from pixels to cosmology: Part IIslides

Transient survey science: from pixels to cosmologyslides

everyonePost-Chile discussionSlides


Yusra AlSayyad Prep for JTM



Bruno Sanchez 
Bruno couldn't make it, so we talked about the upcoming Chile JTM.


Agnès Ferté Weak lensing and clustering cosmology with DES

View file


Ari Heinze Methods for fast and accurate classification of difference image sources without machine learning


Iterative Single Frame Measurement and Global Calibration


Trys McCann (she/her)Sophie Reed Lee Kelvin 

Update on synthetic source injection Announcements


Sorting items needed for pipeline commissioning. Followup from Dec 14. 


Commissioning Slides


Yusra AlSayyad News sharing


No meeting.Enjoy the break.


Brainstorm required data products to complete commissioning (follow up Nov. 30)Snapshot from Dec 2022


Aaron WatkinsLow surface brightness galaxies and sky subtraction


Keith Bechtol Planned schedule / activities for on-sky observationsslides


José Sánchez-GallegoSDSS V


Keith Bechtol Kick-off meeting for SIT-Com Science Unitsslides



Princeton visit debriefing

parsl-visualize demo (time permitting)


Nima Sedaghat Machine Learning topics


Brianna Smart The Diffuse Ionized Gas of the Magellanic Clouds


Erfan Nourbakhsh Unrecognized blending and cosmological inference


Erik Dennihy Batch Processing AuxTel datasets




John Parejko A discussion on papers that should be written before/at the same time as DR1.

A short report on PFS wavelength solutions (which share some similarities with HSC/DECam astrometric solutions, hence the possible Rubin interest.  Plus it's cute).

View file

Brianna Smart The Diffuse Ionized Gas of the Magellanic CloudsTO BE RE-SCHEDULED

Red galaxy errors

PCW decompressionJust discussion. Imagine it's Thursday night after the PCW. Your talks are done, you just had dinner, and are in the pool floating around with the rest of the pipelines folks. "What's up?"


Practice PCW talk: Update from Science Pipelines

Compensated Filters in Practice


Eli Rykoff Brief obs_decam Gen2 Deprecation Update


1) New output data products from the multi-band deblender
2) Refactoring drp_pipe


Source Injection with the Science PipelinesSource Injection with the Science Pipelines ticket.


DM Pipelines Bootcamp


Nate Lust New Analysis Tools Design Presentation

Confluence to collect feedback: Analysis Tools Prototype Design






John Parejko AP Runtime Characterization Sprint Demo


Emergent Issues


Lee Kelvin Unit tests for drp_pipe


History Of Background Estimation in the DRP Pipeline


Jim Bosch A Guided Tour of QuantumGraph Generation
27 Apr 2022

Leanne Guy

Interactive plotting in GaiaPostponed (date: TBD)
20 Apr 2022

Chris Waters 

Verification (cp_verify)cp_verify overview-DM.20220420.pdf
13 Apr 2022

John Parejko 

Krzysztof Findeisen 

 "The Prompt Processing Prototype" 

Eric's summary slides
06 Apr 2022

Yusra Alsayyad

Kian-Tat Lim

"Update from the third USDF workshop"

Workshop agenda

KT's talk


Sophie ReedAnalysis_drp Plotting Sprint DemoSprint Demo Slides


Ian SullivanDifference Imaging refactorImage Differencing refactor March 2022.pdf


Yusra AlSayyadPremortem Follow-upTrello Premortem Link


Meredith RawlsSatellites: IAU CPDQSSCI (lol), ZTF, and the Sun


Clare SaundersThe Present and Future of DM Streak Masking


Jim BoschConfiguration lessons learnedConfiguration is Hard Slides


Dan TaranuObject-to-Truth matches 


Jim BoschPlanning for Gen2 RemovalGen2 Middleware Removal Planning


Much ado about noise



Lee Kelvin's vistor Aaron WatkinsLow-surface-brightness ScienceSky subtraction Optimized for LSB Observations Slides


Yusra AlsayyadPremortem


Alex Amon (visitor)Weak lensing measurements & calibration


Lauren MacArthurDP0 processing plots


Robert LuptonNoise in Detectors Supporting non-destructive Reads (CMOS; HgCdTe)

View file


Yusra AlsayyadProject updates


Spencer NelsonAP DC2 profiling


Dan TaranuDRP DC2 plots


Arun KannawadiShape measurement uncertainties


Meredith RawlsSatellite update


Yusra AlsayyadFinal finalizing of the DP0.2 pipeline


Yusra AlsayyadDC2/obs_lsst pipeline changes/finalization


Yusra AlsayyadReview Rows/Columns in the DP0.2 output Parquet TablesParquet DRP Table & Column Reconciliation Notebook


Nate LustMemory Management in Python


Josh MeyersPSF estimation update


Dan TaranuScarlet's treatment of bright stars


PCW recap


Yusra AlsayyadPCW prep


Nate LustBPS interface updates


Arun KannawadiMind the GAaP


Robert LuptonMultiband detectionMaximum Likelihood Detection (ChiSq) Slides