diff --git a/.gitignore b/.gitignore index d7f39d1..f53855c 100644 --- a/.gitignore +++ b/.gitignore @@ -63,6 +63,11 @@ slides/*.vrb locks/ # ============================================================================= *.lock +# ...but requirements.lock is a source artifact, not a runtime lock. Without +# this exception it is silently untracked -- `git status` stays clean and the +# one file a second operator (or a pyenv publisher) needs to rebuild the stack +# never leaves this machine. +!requirements.lock # ============================================================================= # CVMFS / external sub-repos (vendored with their own .git) diff --git a/core/paths.py b/core/paths.py index 70b238e..aaf25ac 100644 --- a/core/paths.py +++ b/core/paths.py @@ -148,6 +148,38 @@ def prodtools_root() -> Path: return root +def _operator_hint() -> str: + """Shared remediation tail. Reads ARTIFACT_ROOT/BACKING at raise time, so + a test that patches them sees its own values.""" + return (f" ARTIFACT_ROOT = {ARTIFACT_ROOT}\n" + f" BACKING = {BACKING if BACKING else '(none)'}\n" + f"Point at an operator who has it -- copy-paste " + f"either line:\n" + f" ./setup.sh --backing {_EXAMPLE_BACKING}\n" + f" export AUTORESEARCH_BACKING={_EXAMPLE_BACKING}" + f" # if the checkout is not yours to write") + + +def require(path, what: str, *, tail: str = "") -> Path: + """Stat one artifact; a miss is a named PathsError, not an rc=1. + + The single formatter for "this is not where the roots say it should be". + verify() calls it per field at preflight; sourced_env() calls it on the + musing it is about to `source`, because a direct + `pipeline.py --config X submit ` never runs preflight. That path is + why this exists: bash answers a missing `source` target with rc=1, which + the sourced_env retry loop cannot tell apart from a cvmfs flake -- so a + typo'd or unbacked musing burned four retries (~50 s) and surfaced as a + CalledProcessError quoting the whole command line and naming no cause. + Reported by a second operator whose ${ARTIFACT} resolved to her own + (empty) app area, 2026-08-18. + """ + p = Path(path) + if not p.exists(): + raise PathsError(f"{what} not found at {p}\n" + _operator_hint() + tail) + return p + + def verify(specs, *, extra=(), make_dirs: bool = True) -> None: """Fail at launch, not three hours into a grid chain. @@ -168,32 +200,12 @@ def verify(specs, *, extra=(), make_dirs: bool = True) -> None: own SchemaMismatch and tests/test_live_leaderboard_headers.py already cover it twice over. """ - def operator_hint(): - # Shared remediation tail (reads ARTIFACT_ROOT/BACKING at raise - # time, so a test that patches them sees its own values). - return (f" ARTIFACT_ROOT = {ARTIFACT_ROOT}\n" - f" BACKING = {BACKING if BACKING else '(none)'}\n" - f"Point at an operator who has it -- copy-paste " - f"either line:\n" - f" ./setup.sh --backing {_EXAMPLE_BACKING}\n" - f" export AUTORESEARCH_BACKING={_EXAMPLE_BACKING}" - f" # if the checkout is not yours to write") - for spec in specs: for field in ("musing", "grid_tarball"): - p = Path(getattr(spec, field)) - if not p.exists(): - raise PathsError( - f"mode {spec.name!r}: {field} not found at {p}\n" - + operator_hint() - + "\nor build your own (see README, 'Artifacts').") + require(getattr(spec, field), f"mode {spec.name!r}: {field}", + tail="\nor build your own (see README, 'Artifacts').") for path, what in extra: - p = Path(path) - if not p.exists(): - raise PathsError( - f"{what} not found at {p}\n" - f"Every mode's harvest needs it.\n" - + operator_hint()) + require(path, what, tail="\nEvery mode's harvest needs it.") if make_dirs: for d in (GRID_DATA_ROOT, GRAPH_DATA, LEADERBOARD_LIVE): try: diff --git a/core/pipeline.py b/core/pipeline.py index 6622d98..633dd76 100755 --- a/core/pipeline.py +++ b/core/pipeline.py @@ -23,9 +23,10 @@ the per-stage-JSON-key rationale that used to sit beside STAGE_FCL's/ STAGES' literals. The two stages whose overrides need an @sequence::-bearing FHiCL block that can't ride a JSON value (mubeam, -run1b_mubeam) pull it in from a static pipeline_templates/_extras.fcl -via the `'#include'` override key, shipped in the code tarball -(write_code_tarball extra_files) the same way the geom overlay is. +run1b_mubeam) pull it in from static pipeline_templates/*.fcl files via the +`'#include'` override key, shipped in the code tarball (write_code_tarball +extra_files) the same way the geom overlay is. Both share +sim_kept_products_extras.fcl; mubeam adds mubeam_targetstop_path.fcl. Per-config working tree (auto-created): /autoresearch_grid// @@ -280,9 +281,13 @@ def _stage_extra_files(entry_tmpl: dict) -> list[Path]: # # mubeam.json: # fcl_overrides['#include'] -- epilog_1b.fcl was the old template's 2nd -# #include; mubeam_extras.fcl carries the two outputCommands blocks + -# the targetStopPath restatement below (all @sequence::-bearing, so -# none of it can ride a JSON fcl_overrides value -- see that file). +# #include; sim_kept_products_extras.fcl carries the two outputCommands +# blocks and mubeam_targetstop_path.fcl the targetStopPath restatement +# below (all @sequence::-bearing, so none of it can ride a JSON +# fcl_overrides value -- see those files). Split into two files +# 2026-08-17: the outputCommands blocks were byte-identical to +# run1b_mubeam's, so the shared half is now included by both stages and +# only the path override is mubeam-only. # fcl_overrides['physics.producers.g4run.physics.physicsListName'] -- # FTFP_BERT: -20% CPU on mubeam vs ShieldingM (n=200/200), with sob/calo # deltas inside the ShieldingM-self noise floor on helicalQR00_02 @@ -321,17 +326,19 @@ def _stage_extra_files(entry_tmpl: dict) -> list[Path]: # against the real prodtools checkout. Flat dotted keys sidestep it # entirely -- each is a plain scalar/list value, which json.dumps # renders correctly. -# (not in the JSON -- lives in mubeam_extras.fcl) targetStopPath itself +# (not in the JSON -- lives in mubeam_targetstop_path.fcl) targetStopPath # (restated from Production/JobConfig/pileup/MuBeamResampler.fcl:35 # with muminusSelector inserted after TargetStopFilter and before # compressPVTargetStops) -- its @sequence:: entries can't ride a JSON # fcl_overrides value. # # run1b_mubeam.json: -# fcl_overrides['#include'] -- run1b_mubeam_extras.fcl carries the two -# outputCommands blocks (same @sequence::-bearing shape as mubeam's); +# fcl_overrides['#include'] -- sim_kept_products_extras.fcl, the SAME +# file mubeam includes, carries the two outputCommands blocks (they +# were byte-identical per-stage copies until 2026-08-17); # run1b_mubeam has no targetStopPath/muminusSelector override -- Run1B -# keeps the published targetStopPath. +# keeps the published targetStopPath, so it does NOT include +# mubeam_targetstop_path.fcl. # Run1B mubeam variant: DS field OFF + geom_run1_b_v06 baseline so muons # stream straight downstream and we get a real calo_stop/POT # measurement. Same MuBeamCat input as the Run1A mubeam stage; same @@ -616,7 +623,12 @@ def sourced_env(extra="", *, with_muse=False) -> dict: # 2026-06-26: switched off mmackenz's hardcoded path after he bumped # p094→p101 and deleted it. See wiki/incidents/mmackenz-edepana-lib-qualifier-bump.md. import paths # see core/paths.py - _muse = paths.artifact("autoresearch_muse") + # require(), not artifact(), for the same reason as MUSING below: a + # miss here becomes `cd ` -> rc=1, indistinguishable + # from the cvmfs flake the retry loop exists for. + _muse = paths.require(paths.artifact("autoresearch_muse"), + "the autoresearch_muse work area (harvest's " + "EdepAna lib)") mmlib = str(_muse / "build/al9-prof-e29-p094/Run1BAna/lib") prelude = ( f"cd {_muse} && " @@ -638,6 +650,21 @@ def sourced_env(extra="", *, with_muse=False) -> dict: # unsourced and the `muse` function undefined -- upstream of this # line. The retry loop below is what actually recovers it. # See wiki/incidents/sourced-env-stderr-swallowed.md. + # + # Stat MUSING before handing it to bash. `source` on a missing file is + # rc=1 -- the same rc as the flake above -- so an unresolvable musing + # burned all four retries and then named only the command line. The + # ${ARTIFACT} token makes this reachable by ordinary use: it resolves + # under the CALLING operator's app area, so anyone who has not built + # the partial Offline tree (or set `./setup.sh --backing`) hits it on + # their first submit. preflight's paths.verify() already covers it, + # but `pipeline.py ... submit ` is driven directly for stalled- + # chain recovery and never runs preflight. + # + # SETUPMU2E is deliberately NOT checked: it lives on cvmfs, where + # "missing" is usually the transient condition the retries recover. + import paths # see core/paths.py + paths.require(MUSING, "the mode's musing setup script") prelude = ( f"source {SETUPMU2E} && " f"source {MUSING} && " @@ -727,7 +754,7 @@ def _cache_token(extra_files: list[Path] | None) -> str: I1 fix: pre-fix, the cache path was `Code..tar.bz2` — ONE name per (config, base_tarball) regardless of extra_files, so a config's mubeam - submit (extras=mubeam_extras.fcl) and its mustops_ce submit (no extras) + submit (extras=the two mubeam includes) and its mustops_ce submit (none) fought over the SAME cache file: each stage's submit invalidated the other's (their _extra_files_digest differ), forcing a full unpack+ rebzip2 (~7-12 min) on nearly every stage instead of reusing across a @@ -1344,6 +1371,21 @@ def cmd_submit(args): stage, cfg, entry_tmpl, desc=desc, dsconf=dsconf, stage_dir=stage_dir, env=env, njobs=njobs, events=events, staged_inputs=staged_inputs) + if args.dry_run: + # Same contract the grid path gives the flag: build everything, + # dispatch nothing. Until 2026-08-17 --dry-run was simply not + # read here, so `submit --local --dry-run` ran the jobs + # for real -- the flag's whole promise, inverted, on the one + # path where "dispatch" means "start burning this node's cores". + # + # Deliberately BEFORE the marker/cluster writes below: those + # declare "this stage ran locally", and writing them without a + # run leaves cmd_poll/cmd_list_outputs hunting a wait.json that + # will never exist. Nothing above this point mutates stage + # state -- the cnf and code tarball are content-addressed build + # products, which is exactly what a dry run is FOR. + print(f"[{stage}] DRY-RUN: cnf built, not run: {cnf.name}") + return # INVARIANT (write half): marker FIRST, then the runid into # _cluster.txt. If the process dies between these two writes, # the residue is a marker with no cluster file (poll no-ops; diff --git a/core/pipeline_templates/mubeam_extras.fcl b/core/pipeline_templates/mubeam_extras.fcl deleted file mode 100644 index ab9bbf0..0000000 --- a/core/pipeline_templates/mubeam_extras.fcl +++ /dev/null @@ -1,44 +0,0 @@ -# mubeam @sequence::-bearing overrides (Task 13, retiring -# pipeline_templates/mubeam/template.fcl into core/pipeline.py's STAGE_FCL -# dict; Task 14 then lifted that dict's per-stage values out to checked-in -# stage_entries/.json, keeping only the per-stage-JSON-key RATIONALE -# in a plain comment block in core/pipeline.py, immediately above -# _render_fcl_overrides). -# -# json2jobdef's write_fcl_template (prodtools utils/prod_utils.py) renders -# every fcl_overrides value through json.dumps, which can only emit quoted -# strings / bracketed lists -- it cannot emit the unquoted @sequence:: -# preprocessor token. These two blocks are pulled in via -# stage_entries/mubeam.json's '#include' key (kept FIRST among the -# overrides, so every later per-key override in fcl_overrides still wins -# over whatever these set) and shipped inside the code tarball's Code/ dir -# (write_code_tarball extra_files), the same search-path mechanism the -# per-BO geom overlay uses. -# -# Load-bearing rationale for each block lives in core/pipeline.py's comment -# block above _render_fcl_overrides (the "mubeam.json:" section), not here -# (Task 13 transcription rule: zero comment content dropped, but the -# narrative home is the Python comment block, not this file). - -outputs.TargetStopOutput.outputCommands: [ - "drop *_*_*_*", - @sequence::Pileup.SimKeptProducts, - "drop *_IPAStopFilter_*_*", - "drop *_FlashFilter_*_*" -] -outputs.FlashOutput.outputCommands: [ - "drop *_*_*_*", - @sequence::Pileup.SimKeptProducts, - "drop *_IPAStopFilter_*_*", - "drop *_TargetStopFilter_*_*" -] - -# targetStopPath restated from Production/JobConfig/pileup/MuBeamResampler.fcl:35 -# with muminusSelector inserted after TargetStopFilter (whose compressed -# SimParticle product it reads) and before compressPVTargetStops (so rejected -# events skip compression). muminusSelector itself is defined via -# fcl_overrides's flattened "physics.filters.muminusSelector.*" keys -- -# FHiCL path lists only need the module LABEL, not its definition order, so -# referencing it here (an earlier #include) before those override lines are -# written later in the same rendered file is fine. -physics.targetStopPath : [ @sequence::Pileup.beamResamplerSequence, @sequence::Common.g4Sequence, TargetStopPrescaleFilter, TargetMuonFinder, TargetStopFilter, muminusSelector, compressPVTargetStops ] diff --git a/core/pipeline_templates/mubeam_targetstop_path.fcl b/core/pipeline_templates/mubeam_targetstop_path.fcl new file mode 100644 index 0000000..005a5ba --- /dev/null +++ b/core/pipeline_templates/mubeam_targetstop_path.fcl @@ -0,0 +1,22 @@ +# mubeam-only @sequence::-bearing path override. Split out of the former +# mubeam_extras.fcl 2026-08-17: this line is the ONLY thing that differed +# between mubeam's and run1b_mubeam's extras, so the identical outputCommands +# blocks they shared now live in sim_kept_products_extras.fcl, which both +# stages include. run1b_mubeam does NOT include this file -- Run1B keeps the +# published targetStopPath. +# +# See sim_kept_products_extras.fcl's header for why this is a FILE rather +# than a JSON fcl_overrides value (json.dumps cannot emit an unquoted +# @sequence:: token), how it ships (code tarball + FHICL_FILE_PATH), and +# where the load-bearing rationale lives (core/pipeline.py, above +# _render_fcl_overrides). +# +# targetStopPath restated from Production/JobConfig/pileup/MuBeamResampler.fcl:35 +# with muminusSelector inserted after TargetStopFilter (whose compressed +# SimParticle product it reads) and before compressPVTargetStops (so rejected +# events skip compression). muminusSelector itself is defined via +# fcl_overrides's flattened "physics.filters.muminusSelector.*" keys -- +# FHiCL path lists only need the module LABEL, not its definition order, so +# referencing it here (an earlier #include) before those override lines are +# written later in the same rendered file is fine. +physics.targetStopPath : [ @sequence::Pileup.beamResamplerSequence, @sequence::Common.g4Sequence, TargetStopPrescaleFilter, TargetMuonFinder, TargetStopFilter, muminusSelector, compressPVTargetStops ] diff --git a/core/pipeline_templates/run1b_mubeam_extras.fcl b/core/pipeline_templates/run1b_mubeam_extras.fcl deleted file mode 100644 index 4ff0c8c..0000000 --- a/core/pipeline_templates/run1b_mubeam_extras.fcl +++ /dev/null @@ -1,24 +0,0 @@ -# run1b_mubeam @sequence::-bearing overrides (Task 13, retiring -# pipeline_templates/run1b_mubeam/template.fcl into core/pipeline.py's -# STAGE_FCL dict; Task 14 then lifted that dict's per-stage values out to -# checked-in stage_entries/.json -- see mubeam_extras.fcl's header for -# the full history). Same outputCommands shape as mubeam_extras.fcl -- -# run1b_mubeam has no targetStopPath/muminusSelector override (Run1B keeps -# the published path). See mubeam_extras.fcl's header for the -# write_fcl_template mechanism this file rides ('#include' override key, -# shipped via write_code_tarball extra_files); load-bearing rationale lives -# in core/pipeline.py's comment block above _render_fcl_overrides (the -# "run1b_mubeam.json:" section). - -outputs.TargetStopOutput.outputCommands: [ - "drop *_*_*_*", - @sequence::Pileup.SimKeptProducts, - "drop *_IPAStopFilter_*_*", - "drop *_FlashFilter_*_*" -] -outputs.FlashOutput.outputCommands: [ - "drop *_*_*_*", - @sequence::Pileup.SimKeptProducts, - "drop *_IPAStopFilter_*_*", - "drop *_TargetStopFilter_*_*" -] diff --git a/core/pipeline_templates/sim_kept_products_extras.fcl b/core/pipeline_templates/sim_kept_products_extras.fcl new file mode 100644 index 0000000..a15d35c --- /dev/null +++ b/core/pipeline_templates/sim_kept_products_extras.fcl @@ -0,0 +1,38 @@ +# Shared @sequence::-bearing outputCommands overrides for the two resampler +# stages, mubeam and run1b_mubeam. Split out 2026-08-17: these blocks were +# byte-identical in the former mubeam_extras.fcl and run1b_mubeam_extras.fcl, +# so a change to the kept-products shape had to be made twice or silently +# diverge. mubeam's targetStopPath restatement -- the ONLY thing that ever +# differed between the two -- now lives beside it in +# mubeam_targetstop_path.fcl, included only by that stage. +# +# Why a file at all, rather than a JSON fcl_overrides value: json2jobdef's +# write_fcl_template (prodtools utils/prod_utils.py) renders every override +# value through json.dumps, which can only emit quoted strings / bracketed +# lists -- it cannot emit the unquoted @sequence:: preprocessor token, and a +# quoted "@sequence::..." is a literal string that matches nothing rather +# than an error. The '#include' key is the one key that loop writes verbatim, +# so raw FHiCL rides in through it. Kept FIRST among the overrides, so every +# later per-key override in fcl_overrides still wins over whatever this sets. +# +# Shipped inside the code tarball's Code/ dir (write_code_tarball extra_files, +# selected by core/pipeline.py:_stage_extra_files from the '#include' list -- +# a bare basename must ship, a Production/... path resolves from the release), +# and found at job runtime via Code/setup_post.sh's FHICL_FILE_PATH prepend -- +# the same search-path mechanism the per-BO geom overlay uses. +# +# Load-bearing rationale for each block lives in core/pipeline.py's comment +# block above _render_fcl_overrides (the "mubeam.json:" section), not here. + +outputs.TargetStopOutput.outputCommands: [ + "drop *_*_*_*", + @sequence::Pileup.SimKeptProducts, + "drop *_IPAStopFilter_*_*", + "drop *_FlashFilter_*_*" +] +outputs.FlashOutput.outputCommands: [ + "drop *_*_*_*", + @sequence::Pileup.SimKeptProducts, + "drop *_IPAStopFilter_*_*", + "drop *_TargetStopFilter_*_*" +] diff --git a/core/prodtools_exec.py b/core/prodtools_exec.py index cba5eae..25fce2d 100644 --- a/core/prodtools_exec.py +++ b/core/prodtools_exec.py @@ -12,6 +12,7 @@ import json import os import re +import shutil import subprocess from fnmatch import fnmatch from pathlib import Path @@ -261,6 +262,58 @@ def build_cnf(stage_dir, entry_path, desc, dsconf, env, return cnf +_CODE_ID = ".autoresearch-code-id" + + +def _invalidate_stale_code_tree(workdir: Path, code_tarball: Path) -> bool: + """Drop `/code` when it was unpacked from a DIFFERENT tarball. + Returns True if a stale tree was removed. + + runlocal unpacks the code tarball once per workdir and reuses it + forever after, guarded by its own `.unpack-complete` sentinel + (utils/runlocal.py:unpack_code). That sentinel answers "is this tree + complete", never "is it the tree THIS tarball would produce" -- so + re-submitting the same (config, stage) after the tarball changed runs + the OLD code, silently. Measured 2026-08-17: an edited extras fcl was + ignored this way, and the job failed rc=90 against a deleted include + while the correct file sat unread in the new tarball. The reuse is + deliberate and worth keeping (several GB per unpack), so this + invalidates rather than disables it. + + Identity is (resolved path, size, mtime_ns), NOT the path alone: the + cache filename's token covers extra_files only, so a rebuilt tarball + carrying a NEW GEOM lands at the same path -- the failure that would + hide is a job silently running the previous BO point's geometry, which + is worse than a stale include and invisible in the metrics. + + Campaigns never hit this (a fresh config name means a fresh workdir); + it is an iteration hazard, which is exactly why it must not depend on + anyone remembering it. + """ + code_root = workdir / "code" + if not code_tarball.exists(): + # No identity to compare against. Leave the tree alone and let + # runlocal fail on the missing tarball with its own message rather + # than raising a less informative FileNotFoundError from here. + return False + st = code_tarball.stat() + ident = f"{code_tarball.resolve()}\n{st.st_size}\n{st.st_mtime_ns}\n" + stamp = code_root / _CODE_ID + stale = code_root.exists() and ( + not stamp.is_file() or stamp.read_text() != ident) + if stale: + print(f"[local] code tarball changed -- discarding stale unpack at " + f"{code_root}") + shutil.rmtree(code_root) + code_root.mkdir(parents=True, exist_ok=True) + # Written BEFORE the run: it records which tarball this tree is FOR, + # while runlocal's own sentinel records whether the tree is complete. + # An interrupted unpack therefore still re-extracts (no sentinel) -- + # the two markers answer different questions and must stay separate. + stamp.write_text(ident) + return stale + + def run_runlocal(stage_dir, cnf, njobs, wait_json, env, *, code_tarball, inloc=None, pool=4, runner=subprocess.run) -> int: """Run njobs jobs on THIS node via prodtools runlocal; return its rc. @@ -278,6 +331,7 @@ def run_runlocal(stage_dir, cnf, njobs, wait_json, env, *, code_tarball, """ workdir = Path(stage_dir) / "local" workdir.mkdir(parents=True, exist_ok=True) + _invalidate_stale_code_tree(workdir, Path(code_tarball)) cmd = [str(prodtools_root() / "bin" / "runlocal"), "--jobdef", str(cnf), "--first", "0", "--num", str(njobs), "-j", str(pool), "--workdir", str(workdir), diff --git a/docs/foilspf_budget_bp04R00_09_sketch.png b/docs/foilspf_budget_bp04R00_09_sketch.png new file mode 100644 index 0000000..febd5d7 Binary files /dev/null and b/docs/foilspf_budget_bp04R00_09_sketch.png differ diff --git a/docs/foilspf_budget_bpz07R11_00_sketch.png b/docs/foilspf_budget_bpz07R11_00_sketch.png new file mode 100644 index 0000000..3f1be3a Binary files /dev/null and b/docs/foilspf_budget_bpz07R11_00_sketch.png differ diff --git a/docs/foilspf_budget_top1_foilspfbpz07R11_00.png b/docs/foilspf_budget_top1_foilspfbpz07R11_00.png new file mode 100644 index 0000000..d609c98 Binary files /dev/null and b/docs/foilspf_budget_top1_foilspfbpz07R11_00.png differ diff --git a/docs/foilspf_budget_top2_foilspfbpz07R05_00.png b/docs/foilspf_budget_top2_foilspfbpz07R05_00.png new file mode 100644 index 0000000..27a776a Binary files /dev/null and b/docs/foilspf_budget_top2_foilspfbpz07R05_00.png differ diff --git a/docs/foilspf_budget_top3_foilspfbpz07R00_01.png b/docs/foilspf_budget_top3_foilspfbpz07R00_01.png new file mode 100644 index 0000000..1a4889b Binary files /dev/null and b/docs/foilspf_budget_top3_foilspfbpz07R00_01.png differ diff --git a/docs/foilspf_budget_top4_foilspfbpz07R09_00.png b/docs/foilspf_budget_top4_foilspfbpz07R09_00.png new file mode 100644 index 0000000..ab82a62 Binary files /dev/null and b/docs/foilspf_budget_top4_foilspfbpz07R09_00.png differ diff --git a/docs/foilspf_budget_top5_foilspfbpz07R08_00.png b/docs/foilspf_budget_top5_foilspfbpz07R08_00.png new file mode 100644 index 0000000..9608862 Binary files /dev/null and b/docs/foilspf_budget_top5_foilspfbpz07R08_00.png differ diff --git a/docs/foilspf_top1_foilspfbpz05R01_00.png b/docs/foilspf_top1_foilspfbpz05R01_00.png new file mode 100644 index 0000000..9b58263 Binary files /dev/null and b/docs/foilspf_top1_foilspfbpz05R01_00.png differ diff --git a/docs/foilspf_top2_foilspfbpz06R04_00.png b/docs/foilspf_top2_foilspfbpz06R04_00.png new file mode 100644 index 0000000..f8e36d0 Binary files /dev/null and b/docs/foilspf_top2_foilspfbpz06R04_00.png differ diff --git a/docs/foilspf_top3_foilspfbpz05R04_03.png b/docs/foilspf_top3_foilspfbpz05R04_03.png new file mode 100644 index 0000000..bf46602 Binary files /dev/null and b/docs/foilspf_top3_foilspfbpz05R04_03.png differ diff --git a/docs/foilspf_top4_foilspfbpz05R08_00.png b/docs/foilspf_top4_foilspfbpz05R08_00.png new file mode 100644 index 0000000..c758f41 Binary files /dev/null and b/docs/foilspf_top4_foilspfbpz05R08_00.png differ diff --git a/docs/foilspf_top5_foilspfbpz06R11_00.png b/docs/foilspf_top5_foilspfbpz06R11_00.png new file mode 100644 index 0000000..5c8e319 Binary files /dev/null and b/docs/foilspf_top5_foilspfbpz06R11_00.png differ diff --git a/docs/foilspf_top5_sketches.png b/docs/foilspf_top5_sketches.png new file mode 100644 index 0000000..1aa3fe2 Binary files /dev/null and b/docs/foilspf_top5_sketches.png differ diff --git a/docs/foilspfbp_beamer.pdf b/docs/foilspfbp_beamer.pdf index 2525716..934defb 100644 Binary files a/docs/foilspfbp_beamer.pdf and b/docs/foilspfbp_beamer.pdf differ diff --git a/docs/foilspfbp_beamer.tex b/docs/foilspfbp_beamer.tex index c7e24db..d40e10d 100644 --- a/docs/foilspfbp_beamer.tex +++ b/docs/foilspfbp_beamer.tex @@ -11,10 +11,10 @@ \setbeamercolor{title}{fg=white} \title[Shape at Deployed Pitch]{A Stopping Target Optimized at the \emph{Deployed} Foil Pitch} -\subtitle{9D shape search, foil spacing fixed to the baseline design} +\subtitle{9D shape search + a pitch-profile axis, inside the deployed envelope} \author{Y.\ Oksuzian} \institute[Mu2e autoresearch]{Mu2e --- autoresearch / closed-loop Bayesian optimization} -\date{2026-08-06} +\date{2026-08-10} \begin{document} @@ -25,27 +25,32 @@ % ------------------------------------------------------------------ result \begin{frame}{Result in one slide} \begin{block}{} -Hold the foil-to-foil \textbf{gap at the deployed 22.2\,mm} --- so the support and -frame engineering carry over --- and let Bayesian optimization choose everything else. -The result beats the deployed target by \textbf{$+32\%$ S/$\sqrt{B}$} \emph{and} beats the -6D champion on \textbf{both} objectives at once: $+4.9\%$ significance at -\textbf{$-19\%$ detector damage}. +Hold the stopping target inside the \textbf{deployed envelope} (extent +$48\times22.222$\,mm) and let Bayesian optimization choose everything else. +At the \emph{deployed damage budget} the best design gives +\textbf{$+23\%$ S/$\sqrt{B}$} (4.00 vs 3.26); with no damage cost at all, +\textbf{$+19\%$ at $-13\%$ damage}. Unconstrained, the significance record is +\textbf{4.41} ($+35\%$) at $+60\%$ damage --- and still rising. \end{block} \vspace{0.4em} \begin{itemize} - \item \textbf{83 evaluations} (13 transplanted seeds $+$ 70 new), \textbf{zero failures}; - a fourth campaign is running, so the front is still moving. - \item \textbf{Record} \texttt{foilspfbp03R03\_00}: \textbf{4.30} at - 8.37$\times10^{-7}$ --- vs.\ the deployed target's 3.26 at 6.85$\times10^{-7}$, - i.e.\ \textbf{$+32\%$ S/$\sqrt{B}$ for $+22\%$ damage}. - \item It \textbf{strictly dominates} the previous record (\texttt{bp01R00\_03}, - 4.29 at 1.23$\times10^{-6}$): same significance, \textbf{32\% less damage}, - a completely different shape. - \item \textbf{And damage need not be paid at all}: \texttt{bp04R00\_02} reaches - \textbf{$+19\%$ S/$\sqrt{B}$ at $-13\%$ damage} --- strictly better than the - deployed target on \emph{both} axes. \textbf{24 of 83} designs do this. - \item Damage frontier spans \textbf{22$\times$}, floor 5.6$\times10^{-8}$ MeV/POT, - \textbf{28 Pareto points}. + \item \textbf{297 evaluations} (13 transplanted seeds $+$ 284 new) across ten + campaigns --- shape, widened box, pitch profile, and two max-S/$\sqrt{B}$ + exploit rounds --- \textbf{zero failures}. Search \textbf{closed for + deployment}; the exploit rounds map the unconstrained ceiling. + \item \textbf{Deployment answer} \texttt{bp04R00\_09}: \textbf{4.00} at + 6.37$\times10^{-7}$ --- the most significance available \emph{within} the + deployed target's damage (three campaigns confirmed nothing beats it there). + \item \textbf{No-cost option} \texttt{bp04R00\_02}: \textbf{$+19\%$ S/$\sqrt{B}$ at + $-13\%$ damage} --- strictly better than the deployed target on \emph{both} + axes. \textbf{42 of 297} designs do this. + \item \textbf{Record} \texttt{foilspfbpz05R01\_00}: \textbf{4.41} at + 1.10$\times10^{-6}$ --- $+35\%$ S/$\sqrt{B}$ for $+60\%$ damage. The exploit + record trajectory 4.33 $\rightarrow$ 4.37 $\rightarrow$ \textbf{4.41} + ($\sim$5$\sigma$ steps at the replicate-measured $\sigma_{\rm sob}=0.006$) + had \emph{not} flattened at stop. + \item Damage frontier spans \textbf{23$\times$}, floor 5.6$\times10^{-8}$ MeV/POT, + \textbf{41 measured Pareto points}. \end{itemize} \vspace{0.2em} \footnotesize @@ -55,9 +60,11 @@ % ------------------------------------------------------------------ what we vary \begin{frame}{What we optimize --- and what we deliberately do not} -\textbf{9-D shape at fixed pitch}: 49 foils generated from $K{=}3$ quadratic control points -for outer radius, half-thickness and hole fraction. \textbf{Extent is pinned} at -$48\times22.222 = \mathbf{1066.7}$~mm --- the deployed foil spacing. +\textbf{9-D shape at fixed pitch} (later $+1$): 49 foils generated from $K{=}3$ quadratic +control points for outer radius, half-thickness and hole fraction. \textbf{Extent is +pinned} at $48\times22.222 = \mathbf{1066.7}$~mm --- the deployed foil spacing. Late +campaigns widened the \texttt{rOut} box to 30--150 and added \texttt{zmid} +(a linearly-varying foil pitch; $\texttt{zmid}=0$ $=$ uniform). \vspace{0.7em} \begin{columns}[T] \begin{column}{0.46\textwidth} @@ -66,9 +73,10 @@ \toprule knob & range & \\ \midrule -\texttt{rOut\_\{0,1,2\}} & 50--120 & mm \\ +\texttt{rOut\_\{0,1,2\}} & 50--120 ($\to$ 30--150) & mm \\ \texttt{hT\_\{0,1,2\}} & 0.01--0.15 & mm \\ \texttt{f\_\{0,1,2\}} & 0--0.95 & hole fraction \\ +\texttt{zmid} (late) & $-150$--$+150$ & mm \\ \midrule \texttt{extent} & \textbf{1066.7} & \textbf{fixed} \\ \bottomrule @@ -97,19 +105,19 @@ % ------------------------------------------------------------------ landscape \begin{frame}{The landscape} \begin{center} -\includegraphics[height=0.66\textheight]{foilspfbp_perpot_cloud.png} +\includegraphics[height=0.66\textheight]{foilspfbpz_perpot_cloud.png} \end{center} \footnotesize -83 evaluations, GP cloud over the 9D shape box. Gold star $=$ deployed default; green -diamond $=$ the 6D foilsflash champion geometry re-measured on this stack; \textbf{white -triangle} $=$ the record, sitting \emph{to the right of and below} the green diamond --- -better on both axes; magenta star $=$ the lowest-damage point still beating the deployed -target. -Colour $=$ mid-stack hole fraction, the dominant knob (corr $\mathbf{-0.81}$). +All \textbf{297} evaluations; GP density cloud over the full 10D box (background). The +white line is the \textbf{measured} Pareto front (41 points) --- not a GP prediction. +Dashed line $=$ the deployed damage budget: magenta star $=$ best design \emph{inside} +it (4.00); \textbf{white triangle} $=$ the unconstrained record (4.41, $+60\%$ damage); +gold star $=$ deployed default; green diamond $=$ 6D foilsflash champion re-measured. +Colour $=$ mid-stack hole fraction, the dominant knob (corr $\mathbf{-0.88}$). \end{frame} % ------------------------------------------------------------------ anatomy -\begin{frame}{Anatomy of the record} +\begin{frame}{Anatomy of the top-S/$\sqrt{B}$ designs} \begin{columns} \begin{column}{0.52\textwidth} \includegraphics[width=\textwidth]{foilspfbp_bestsob_sketch.png} @@ -120,9 +128,9 @@ \toprule design & S/$\sqrt{B}$ & damage \\ \midrule -\texttt{bp03R03\_00} (record) & \textbf{4.30} & \textbf{0.84} \\ -\texttt{bp01R00\_03} (old rec.) & 4.29 & 1.23 \\ -\texttt{bp02R03\_00} & 4.09 & 0.79 \\ +\texttt{bpz05R01\_00} (record) & \textbf{4.41} & 1.10 \\ +\texttt{bpz04R11\_00} & 4.37 & 1.04 \\ +\texttt{bp03R03\_00} (sketched) & 4.30 & \textbf{0.84} \\ \texttt{bp02R08\_00} & 4.05 & \textbf{0.73} \\ 6D champion $x$ (re-meas.) & 4.10 & 1.04 \\ deployed default & 3.26 & 0.69 \\ @@ -133,13 +141,91 @@ {\scriptsize damage in $10^{-6}$ MeV/POT, all on the Run1Bap stack} \vspace{0.5em} \begin{itemize}\footnotesize - \item \textbf{Grows outward, stays nearly solid.} \texttt{rOut} $50 / 111 / 120$\,mm - with holes almost shut ($f = 0 / 0.17 / 0.19$) --- the reverse of the old record, - which shrank downstream to \texttt{rOut} 50 and opened an upstream hole. - \item Thickness ramps $20 \rightarrow 111 \rightarrow 198$\,µm: thin where the beam is - still intact, thick where it is spent. - \item Growth is \textbf{symmetric} about the shared centre $z_0 = 5871$: $\pm133$\,mm - beyond the deployed span, dashed $=$ deployed envelope. + \item \emph{Sketch: \texttt{bp03R03\_00}.} \textbf{Grows outward, stays nearly + solid.} \texttt{rOut} $50 / 111 / 120$\,mm with holes almost shut + ($f = 0 / 0.17 / 0.19$); thickness ramps $20 \rightarrow 198$\,µm --- + thin where the beam is intact, thick where it is spent. + \item \textbf{The record family} (next slide): \textbf{4.37} + (\texttt{bpz04R11\_00}) is a wide funnel-bore stack at \emph{uniform} + pitch, entirely inside the original 9D box; \textbf{4.41} + (\texttt{bpz05R01\_00}) is a \emph{near-solid} barrel at ramped pitch. + Both found only by the dedicated exploit rounds --- the hypervolume + picker never tried either. +\end{itemize} +\end{column} +\end{columns} +\end{frame} + +% ------------------------------------------------------ best-sob record design +\begin{frame}{The best-S/$\sqrt{B}$ target design} +\begin{columns} +\begin{column}{0.52\textwidth} +\includegraphics[width=\textwidth]{foilspfbpz05_bestsob_sketch.png} +\end{column} +\begin{column}{0.46\textwidth} +\small +\begin{tabular}{lcc} +\toprule +design & S/$\sqrt{B}$ & damage \\ +\midrule +\texttt{bpz05R01\_00} (record) & \textbf{4.41} & 1.10 \\ +deployed default & 3.26 & \textbf{0.69} \\ +\midrule +\emph{difference} & \textbf{$+35\%$} & $+60\%$ \\ +\bottomrule +\end{tabular} +\vspace{0.4em} + +{\scriptsize damage in $10^{-6}$ MeV/POT, Run1Bap stack} +\vspace{0.5em} +\begin{itemize}\footnotesize + \item \textbf{Nearly solid.} Bore radius $\le 5$\,mm everywhere + ($f = 0.01/0.05/0.01$) --- no funnel, no hole: all stopping mass kept. + \item \textbf{A gentle barrel, heavy throughout}: \texttt{rOut} + $80 \rightarrow 110 \rightarrow 95$\,mm; thickness $92/132/122$\,µm --- + not the thin-to-thick ramp of the other top designs. + \item \textbf{Pitch ramped}: $\texttt{zmid} = +83$\,mm --- foils sparse + upstream, packed downstream (visible in the sketch). + \item A \textbf{different family} from the 4.37 funnel (next slide): the ridge + top is degenerate --- two dissimilar shapes within $1\%$ in S/$\sqrt{B}$. +\end{itemize} +\end{column} +\end{columns} +\end{frame} + +% ------------------------------------------------ previous record (funnel family) +\begin{frame}{The 4.37 family --- a funnel bore at uniform pitch} +\begin{columns} +\begin{column}{0.52\textwidth} +\includegraphics[width=\textwidth]{foilspfbpz_bestsob_sketch.png} +\end{column} +\begin{column}{0.46\textwidth} +\small +\begin{tabular}{lcc} +\toprule +design & S/$\sqrt{B}$ & damage \\ +\midrule +\texttt{bpz04R11\_00} (prev.\ record) & \textbf{4.37} & 1.04 \\ +deployed default & 3.26 & \textbf{0.69} \\ +\midrule +\emph{difference} & \textbf{$+34\%$} & $+52\%$ \\ +\bottomrule +\end{tabular} +\vspace{0.4em} + +{\scriptsize damage in $10^{-6}$ MeV/POT, Run1Bap stack} +\vspace{0.5em} +\begin{itemize}\footnotesize + \item \textbf{A wide barrel with a funnel bore.} \texttt{rOut} starts wide and + stays wide ($112 \rightarrow 113 \rightarrow 87$\,mm) while the hole + \textbf{closes along the beam}: bore radius $44 \rightarrow 16 \rightarrow + 9$\,mm --- open where the beam enters, nearly solid where it is spent. + \item Thickness ramps $26 \rightarrow 129 \rightarrow 246$\,µm --- the same + thin-where-intact / thick-where-spent law as every top design. + \item \textbf{Essentially uniform pitch}: $\texttt{zmid} = +7.7$\,mm of the + $\pm150$ allowed --- the pitch knob contributed nothing here. + \item Siblings \texttt{R08\_00}/\texttt{R14\_01} independently confirm 4.37. + A ceiling map, not a deployment candidate. \end{itemize} \end{column} \end{columns} @@ -236,12 +322,14 @@ & $\mathbf{-13\%}$ & 216 & \textbf{1.5\%} \\ \texttt{bp02R08\_00} & 4.05 & $+24\%$ & 0.73 & $+6\%$ & 213 & 3.1\% \\ \texttt{bp02R03\_00} & 4.09 & $+25\%$ & 0.79 & $+15\%$ & 166 & 9.2\% \\ -\texttt{bp03R03\_00} (record) & \textbf{4.30} & $\mathbf{+32\%}$ & 0.84 & $+22\%$ & 206 & 9.6\% \\ -\texttt{bp01R00\_03} (old record) & 4.29 & $+32\%$ & 1.23 & $+79\%$ & 153 & 22.0\% \\ +\texttt{bp03R03\_00} & \textbf{4.30} & $\mathbf{+32\%}$ & 0.84 & $+22\%$ & 206 & 9.6\% \\ +\texttt{bp01R00\_03} & 4.29 & $+32\%$ & 1.23 & $+79\%$ & 153 & 22.0\% \\ \bottomrule \end{tabular} -{\tiny damage in $10^{-6}$ MeV/POT; all measured on the Run1Bap stack; rows ordered by damage} +{\tiny damage in $10^{-6}$ MeV/POT; all measured on the Run1Bap stack; rows ordered by damage. +Table and correlations computed on the 83-eval fixed-pitch (bp) set; the later 174 evals +(box, pitch, exploit) leave the placement-not-mass conclusion unchanged.} \end{center} \vspace{0.3em} \begin{columns}[T] @@ -293,15 +381,18 @@ \midrule transplanted 2000\,mm champion (\texttt{SCANA1100}) & 4.16 & 0.43 / 0.12 / \textbf{0.86} \\ optimized at this pitch (\texttt{bp01R00\_03}) & 4.29 & 0.43 / 0 / \textbf{0} \\ -\textbf{record} (\texttt{bp03R03\_00}) & \textbf{4.30} & \textbf{0 / 0.17 / 0.19} \\ +optimized at this pitch (\texttt{bp03R03\_00}) & 4.30 & \textbf{0 / 0.17 / 0.19} \\ +exploit record (\texttt{bpz04R11\_00}, uniform pitch) & 4.37 & 0.39 / \textbf{0.14 / 0.10} \\ +\textbf{record} (\texttt{bpz05R01\_00}) & \textbf{4.41} & \textbf{0.01 / 0.05 / 0.01} \\ \bottomrule \end{tabular} \end{center} \vspace{0.6em} \begin{itemize} - \item $+3.4\%$ ($\sim$5.6$\sigma$ at $\sigma_{\rm sob}=0.6\%$) purely from re-optimizing the - shape at fixed length. \textbf{Two independent optima found here both shut the - downstream hole} the 2000\,mm champion opens wide. + \item $+6\%$ ($\gg$5$\sigma$ even at a conservative $\sigma_{\rm sob}=0.6\%$) purely + from re-optimizing the shape at fixed length. \textbf{Four independent optima + found here all shut (or nearly shut) the downstream hole} the 2000\,mm champion + opens wide. \item \textbf{Mechanism}: at tight spacing a conversion electron re-crosses more neighbouring foils on its way out, so exit-path self-absorption dominates and \emph{open holes stop paying}. At 42\,mm pitch the same optimizer opens them wide. @@ -311,33 +402,49 @@ \end{itemize} \end{frame} -% ------------------------------------------------------------------ saturation -\begin{frame}{How fast it converges --- and when to stop} +% ------------------------------------------------------------------ what we tried +\begin{frame}{What we tried --- four parameterizations, one stopping rule} \small \begin{center} \footnotesize -\begin{tabular}{@{}lccl@{}} +\setlength{\tabcolsep}{5pt} +\begin{tabular}{@{}llccc@{}} \toprule -campaign & evals & best S/$\sqrt{B}$ & outcome \\ +campaign & axis opened & evals & best S/$\sqrt{B}$ & best \emph{inside} budget \\ \midrule -\texttt{foilspfbp01} & 20 & 3.56 $\rightarrow$ \textbf{4.29} & winner arrived in \textbf{wave 0} \\ -\texttt{foilspfbp02} & 20 & 4.29 $\rightarrow$ 4.29 & \textbf{0 of 20} beat it; 7 front points \\ -\texttt{foilspfbp03} & 20 & 4.29 $\rightarrow$ \textbf{4.30} & sob \emph{tie} ($0.4\sigma$) at - \textbf{$-32\%$ damage} \\ +\texttt{bp01--04} & 9D shape at the deployed pitch & 80 & 4.33 & \textbf{4.00} (\texttt{bp04R00\_09}) \\ +\texttt{bw01} & bore/width knobs, \texttt{rOut} $\le$ 150 (cold start) & 20 & 3.79 & 3.79 \\ +\texttt{bpx01} & \texttt{rOut} box $50$--$120 \rightarrow 30$--$150$ & 40 & 4.31 & 3.74 \\ +\texttt{bpz01,03} & $+$ \texttt{zmid}: non-uniform foil pitch & 80 & 4.25 & 3.90 \\ +\texttt{bpz04} & max-S/$\sqrt{B}$ \emph{exploit} (\texttt{pareto\_sob} picker) & 40 & 4.37 & --- (0/40 in budget) \\ +\texttt{bpz05} & exploit, round 2 & 40 & \textbf{4.41} & --- (0/40 in budget) \\ \bottomrule \end{tabular} + +{\tiny budget $=$ deployed damage, $6.85\times10^{-7}$ MeV/POT. \texttt{bpx}/\texttt{bpz} +warm-start on all prior rows, so their column shows what the \emph{new} axis added --- +none displaced the incumbent 4.00. 317 evaluations total, incl.\ 13 transplanted seeds.} \end{center} -\vspace{0.7em} -\begin{itemize} - \item \textbf{The S/$\sqrt{B}$ ceiling is saturated}: 4.29 $\rightarrow$ 4.30 across 74 - evaluations. Three campaigns of acquisition bought $0.4\sigma$ on that axis. - \item \textbf{But the front is not.} \texttt{bp03} found the same significance at - \textbf{32\% less damage} and knocked the old record off the front entirely. - A repeat campaign never raises the ceiling --- it can still displace the - champion \emph{by domination}. - \item Practical rule: stop when the front stops moving, \textbf{not} when the scalar - record stops moving. Every jump on the sob axis itself came from changing the - box (extent ceiling, then pitch), never from grinding the same one. +\vspace{0.4em} +\begin{itemize}\footnotesize + \item \textbf{Stopping rule, fixed before each launch}: clear S/$\sqrt{B} = 4.00$ + \emph{inside} the deployed damage budget, or the axis closes. + \item \textbf{Shape} stalled at exactly 4.00 (\texttt{bp04}). \textbf{Box}: the front + pressed the 120\,mm \texttt{rOut} wall, but opening it to 150 (\texttt{bpx}, + one variable changed) did not move best-at-budget --- the wall was not binding. + (\texttt{bw} had moved ceiling \emph{and} parameterization together: negative but + unattributable, hence the one-variable retry.) \textbf{Spacing} + (\texttt{bpz}, first non-uniform-pitch search) did not clear it either. + \textbf{Deployment verdict: 4.00, search closed 2026-08-08.} + \item \textbf{The ceiling is budget-shaped, not box-shaped}: just past the line the + front continues smoothly --- \textbf{4.10 at $+1\%$} damage, 4.30 at $+22\%$, + \textbf{4.41} at $+60\%$. More significance is on sale whenever more damage is + acceptable. + \item \textbf{The scalar "ceiling" was picker-relative}: after hypervolume acquisition + saturated at 4.33, two exploit rounds (submit the GP's top-predicted-sob points) + averaged \textbf{4.29 then 4.32 over their picks} and drove the record + 4.33 $\rightarrow$ 4.37 $\rightarrow$ \textbf{4.41} ($\sim$5$\sigma$ steps) --- + still climbing when stopped. Critical path is full-sim validation, not more BO. \end{itemize} \end{frame} @@ -345,18 +452,15 @@ \begin{frame}{Conclusion \& next steps} \small \begin{itemize} - \item A target optimized \textbf{at the deployed foil pitch} gives $+32\%$ S/$\sqrt{B}$ - over the deployed design, inside an envelope the existing support structure was - built for. - \vspace{0.4em} - \item \textbf{No trade needed at the top any more.} The record beats the 6D champion on - \emph{both} objectives ($+4.9\%$ S/$\sqrt{B}$, $-19\%$ damage). Against the - \emph{deployed} target it is $+32\%$ S/$\sqrt{B}$ for $+22\%$ damage. + \item A target optimized \textbf{inside the deployed envelope} gives + $+23\%$ S/$\sqrt{B}$ \emph{at the deployed damage budget} (4.00 vs 3.26), and at + least \textbf{$+35\%$ (4.41)} if $+60\%$ damage is acceptable --- an envelope the + existing support structure was built for. \vspace{0.4em} \item \textbf{A no-cost option exists.} \texttt{bp04R00\_02}: $+19\%$ S/$\sqrt{B}$ at $\mathbf{-13\%}$ damage --- strictly better than the deployed target on both objectives, at the deployed foil pitch. This is the point to take to full - simulation first. + simulation first. (42 of 297 designs beat the deployed target on both axes.) \vspace{0.4em} \item \textbf{Needed --- prove it with full simulation.} Every number here is a fast score (S/$\sqrt{B}$ and damage extracted without full reconstruction). The best configs must @@ -369,8 +473,12 @@ \vspace{0.4em} \item \textbf{Design lever, transferable}: damage tracks \emph{core} aluminium ($\rho = +0.84$), not total ($+0.57$) --- keep the mass, move it off the axis. - \textbf{Search closed}: \texttt{foilspfbp} at 93 evals; a wider-box successor - (\texttt{foilspfbw}, 20 evals) did not improve on it at the deployed damage budget. + \vspace{0.4em} + \item \textbf{Search closed for deployment} (317 evals: shape, widened box, pitch + profile all stall at 4.00 in budget). The unconstrained ceiling is + \textbf{$\ge$4.41 and still rising} ($+0.04$ per exploit round); its top is + degenerate --- a near-solid barrel at ramped pitch (4.41) and a funnel bore + at uniform pitch (4.37) sit within $1\%$ of each other. \end{itemize} \end{frame} diff --git a/docs/foilspfbpz05_bestsob_sketch.png b/docs/foilspfbpz05_bestsob_sketch.png new file mode 100644 index 0000000..2e03564 Binary files /dev/null and b/docs/foilspfbpz05_bestsob_sketch.png differ diff --git a/docs/foilspfbpz_bestsob_sketch.png b/docs/foilspfbpz_bestsob_sketch.png new file mode 100644 index 0000000..23e3f4d Binary files /dev/null and b/docs/foilspfbpz_bestsob_sketch.png differ diff --git a/docs/foilspfbpz_perpot_cloud.png b/docs/foilspfbpz_perpot_cloud.png new file mode 100644 index 0000000..3e78a17 Binary files /dev/null and b/docs/foilspfbpz_perpot_cloud.png differ diff --git a/docs/foilspfbpz_perpot_cloud_0810.png b/docs/foilspfbpz_perpot_cloud_0810.png new file mode 100644 index 0000000..d3e6730 Binary files /dev/null and b/docs/foilspfbpz_perpot_cloud_0810.png differ diff --git a/docs/genesis_optimization_beamer_081026.pdf b/docs/genesis_optimization_beamer_081026.pdf new file mode 100644 index 0000000..53f4fa2 Binary files /dev/null and b/docs/genesis_optimization_beamer_081026.pdf differ diff --git a/docs/genesis_optimization_beamer_081026.tex b/docs/genesis_optimization_beamer_081026.tex new file mode 100644 index 0000000..bd59fc8 --- /dev/null +++ b/docs/genesis_optimization_beamer_081026.tex @@ -0,0 +1,544 @@ +\documentclass[aspectratio=169,10pt]{beamer} +\usetheme{default} +\usepackage{tikz} +\usepackage{array} +\usetikzlibrary{arrows.meta, positioning, fit, backgrounds} +\setbeamertemplate{navigation symbols}{} + +% --- Fermilab-ish minimal look: white bg, blue sans titles, thin footer ------ +\definecolor{fnalblue}{RGB}{0,84,159} +\definecolor{boxblue}{RGB}{40,90,160} +\definecolor{okgreen}{RGB}{0,130,60} +\setbeamercolor{frametitle}{fg=fnalblue} +\setbeamerfont{frametitle}{size=\Large,series=\bfseries} +\setbeamercolor{structure}{fg=fnalblue} +\setbeamertemplate{frametitle}{\vspace{0.4em}\insertframetitle\par} +\setbeamertemplate{footline}{% + \hbox{\begin{beamercolorbox}[wd=\paperwidth,ht=2.5ex,dp=1.5ex,leftskip=1em,rightskip=1em]{}% + \tiny\color{fnalblue}\insertdate\hfill Mu2e Genesis Meeting\hfill\insertframenumber% + \end{beamercolorbox}}} +\setbeamercolor{itemize item}{fg=fnalblue} +\setbeamercolor{itemize subitem}{fg=fnalblue} + +\newcolumntype{W}[1]{>{\raggedright\arraybackslash}p{#1}} + +\title{\textcolor{fnalblue}{\textbf{Mu2e Genesis: Agentic Experiment Optimization}}} +\subtitle{\textcolor{fnalblue}{Workflow (i) --- activities and near-term plan}} +\author{Y.\ Oksuzian} +\institute{Argonne National Laboratory} +\date{8/10/2026} + +\begin{document} + +% ------------------------------------------------------------------ title +\begin{frame}[plain] +\vspace{2.2em} +\begin{center} +{\LARGE\bfseries\color{fnalblue} Mu2e Genesis: Agentic Experiment Optimization}\\[0.8em] +{\large\color{fnalblue} Workflow (i) --- activities and near-term plan}\\[3.5em] +{\large Y.\ Oksuzian}\\[0.3em] +{\large Argonne National Laboratory}\\[0.3em] +{\large Aug.\ 10, 2026} +\end{center} +\end{frame} + +% ------------------------------------------------------- architecture loop +\begin{frame}{Agentic Experiment Optimization --- the loop} +\begin{center} +\textcolor{red}{\footnotesize Prompt-to-configuration: simulate, analyze, score, decide --- with a human gate.} +\end{center} +\vspace{-0.3em} +\begin{center} +\begin{tikzpicture}[ + font=\scriptsize, + box/.style={draw=boxblue, rectangle, align=center, inner sep=3pt, text width=27mm}, + grp/.style={draw=black, dashed, rectangle, inner sep=5pt}, + ar/.style={-{Latex[length=2mm]}, draw=boxblue}] + +% --- left column: prompt -> agent -> docs +\node[box] (prompt) {\textbf{Physicist/Agent}\\natural-language goal\\{\tiny ``\,optimize the stopping\\target for Run 1A/B\,''}}; +\node[box, below=7mm of prompt] (agent) {\textbf{Orchestrator}\\{\tiny LangGraph --- \emph{deterministic}}\\{\tiny state machine, checkpointed}\\{\tiny preflight $\rightarrow$ dispatch $\rightarrow$ score}}; +\node[box, below=7mm of agent] (docs) {Documentation\\Interface (RAG)\\{\tiny docs, ECL, run logs}\\{\tiny \textbf{+ agent-written wiki}}}; + +% --- middle column: the Simulation Interface WRAPS both simulation engines +\node[box, right=13mm of agent, yshift=7mm] (g4bl) {G4beamline\\{\tiny beamline transport}}; +\node[box, below=3.5mm of g4bl] (offline) {Mu2e Offline framework\\{\tiny Geant4 detector stages}}; +\node[font=\scriptsize\bfseries, above=1.5mm of g4bl] (simtitle) {Simulation Interface (MCP)}; +\node[font=\tiny, below=2mm of offline] (compute) {FermiGrid now $\rightarrow$ Genesis compute}; +\begin{scope}[on background layer] +\node[grp, fit=(simtitle)(g4bl)(offline)(compute)] (simgrp) {}; +\end{scope} + +% --- right column: the FAST loop (FoM -> surrogate), then the gated +% validation branch (full analysis chain on selected configs only) +\node[box, right=13mm of simgrp.east, yshift=20mm] (fom) {\textbf{Figure of merit}\\{\tiny fast-sim-like extraction}\\{\tiny S/$\sqrt{B}$, detector rad.\ damage}}; +\node[box, below=3.5mm of fom] (gp) {\textbf{Bayesian optimization}\\{\tiny GP surrogate $+$ acquisition}\\{\tiny measured noise, multi-objective}}; +\node[box, below=8mm of gp] (ana) {\textbf{Analysis Interface}\\{\tiny (MCP) --- full statistics}\\{\tiny dig $\rightarrow$ mcs $\rightarrow$ nts}}; +\node[box, below=3.5mm of ana] (rep) {\textbf{Automated reporting}\\{\tiny summary, figures, slides}}; +\node[box, below=3mm of rep, fill=fnalblue!10] (gate) {\textbf{Validation + human gate}\\{\tiny collaboration review}}; + +\coordinate (fby) at ([yshift=-7mm]docs.south); + +\draw[ar] (prompt) -- (agent); +% Documentation feeds the PROPOSER, not the orchestrator: the state machine is +% deterministic and never queries a doc store (verified -- every wiki mention in +% graph/ is a code comment). The agent reads accumulated findings to propose the +% next configuration, and writes findings back. Routed left, clear of (agent). +\draw[{Latex[length=2mm]}-{Latex[length=2mm]}, draw=boxblue] + (docs.west) -- ++(-11mm,0) |- (prompt.west); +\node[font=\tiny, rotate=90, anchor=south, align=center] + at ([xshift=-11.8mm]agent.west) {propose next config}; +\draw[ar] (agent.east) -- (simgrp.west); +\draw[ar] (simgrp.east) -- (fom.west); +\draw[ar] (fom) -- (gp); +\draw[ar, dashed] (gp) -- node[right, font=\tiny, align=left, inner sep=3pt] {sampled +\\best configs} (ana); +\draw[ar] (ana) -- (rep); +\draw[ar] (rep) -- (gate); +% SLOW loop (per campaign, knowledge): the batch report writes its findings BACK +% into the documentation store, so the next proposal is informed by what every +% previous batch learned. Implemented today as the wiki/ bundle (Karpathy +% LLM-wiki pattern, OKF v0.1) -- but written by the agent per session, not yet +% emitted automatically at drain. Outer lane, below the fast refit lane. +\coordinate (kby) at ([yshift=-12mm]docs.south); +\draw[ar] (rep.east) -- ++(4mm,0) |- (kby) -- (docs.south); +\node[anchor=south, inner sep=1.5pt] at (simgrp.south |- kby) {\tiny findings per campaign}; +% feedback: surrogate -> agent, routed below the diagram +\draw[ar] (gp.west) -- ++(-0.3,0) |- (fby) -| ([xshift=-7mm]agent.west) |- (agent.west); +\node[anchor=south, inner sep=1.5pt] at (simgrp.south |- fby) {\tiny refit / next batch}; +\end{tikzpicture} +\end{center} +\end{frame} + +% ------------------------------------------------------------- activities 1 +\begin{frame}{Activities and owners (1/2)} +\small +\textbf{Surrogate model optimization} \hfill \textcolor{fnalblue}{(Yuri)} +\begin{itemize}\small + \item Bayesian optimization: GP surrogate $+$ multi-objective acquisition (sensitivity vs.\ detector radiation damage) + \item Needed: multi-fidelity, transfer between scenarios + \item Explore BO models for higher dimensionality: TuRBO, SAASBO, input warping +\end{itemize} +\vspace{0.8em} + +\textbf{LangGraph orchestration} \hfill \textcolor{fnalblue}{(Yuri / Ray / Rob)} +\begin{itemize}\small + \item One graph run $=$ one evaluation; checkpointed, resumable + \item \textbf{Today: LangGraph $+$ Bayesian optimization, prompted and orchestrated by Claude} --- staying within Claude is a viable option + \item Needed: expose through MCP, log traces + \item Parameterize scenarios: beam intensity, solenoid field scale, arbitrary geometry configuration +\end{itemize} +\vspace{0.8em} + +\textbf{Fast sim scoring, Run1A/B} \hfill \textcolor{fnalblue}{(Michael)} +\begin{itemize}\small + \item Today's only scoring path: S/$\sqrt{B}$ $+$ radiation damage, no full reconstruction + \item Needed: improve fast-sim performance; revisit Run 1B; agreement with full sim + \item Explore other fast-sim options: beam optics, detector response +\end{itemize} +\end{frame} + +% ------------------------------------------------------------- activities 2 +\begin{frame}{Activities and owners (2/2)} +\small +\textbf{Full-sim validation (dig $\rightarrow$ mcs $\rightarrow$ nts)} \hfill \textcolor{fnalblue}{(Sophie / James)} +\begin{itemize}\scriptsize + \item Full chain, full statistics: best configs $+$ every $\sim$10th point, run async + \item Needed: calibration vs.\ the fast score; evidence bar and sign-off +\end{itemize} +\vspace{0.6em} + +\textbf{Infrastructure --- MCP, LLM, computing} \hfill \textcolor{fnalblue}{(Ray / Rob)} +\begin{itemize}\scriptsize + \item MCP servers, agent skills, model endpoints, compute + \item FermiGrid now $\rightarrow$ Genesis compute; token $+$ CPU accounting +\end{itemize} +\vspace{0.6em} + +\textbf{Documentation interface} \hfill \textcolor{fnalblue}{(Cole / Simon)} +\begin{itemize}\scriptsize + \item Search over docs, ECL, run and configuration logs + \item Needed: context for the optimizer --- which constraints are real +\end{itemize} +\vspace{0.6em} + +\textbf{G4beamline} \hfill \textcolor{fnalblue}{(Yuri)} +\begin{itemize}\scriptsize + \item MCP server prototype demonstrated --- \textbf{a proposal commitment} (App.\ 5) + \item Needed: integrate into the existing workflow +\end{itemize} +\vspace{0.15em} + +\textbf{Automated reporting} \hfill \textcolor{fnalblue}{(Rob / Yuri)} +\begin{itemize}\scriptsize + \item Campaign drains $\rightarrow$ summary, figures, slides and write-up generated automatically + \item Needed: regenerate on new rows; every number traceable to a leaderboard row + \item \textbf{Write-back}: every campaign appends what it learned to the documentation interface --- an agent-maintained wiki (Karpathy pattern); today hand-written per session +\end{itemize} + +\end{frame} + +% ------------------------------------------------------------------ status +\begin{frame}{Status --- the loop runs end-to-end} +\vspace{-0.6em} +\begin{center} +\includegraphics[width=0.60\textwidth]{foilsflash_perpot_cloud_nochamp.png} +\end{center} +\vspace{-0.2em} +\begin{columns}[T] +\begin{column}{0.55\textwidth} +\scriptsize +\begin{tabular}{@{}lcc@{}} +\hline +design & S/$\sqrt{B}$ & rad.\ damage \\ +\hline +deployed default & 3.11 & 6.45$\times10^{-7}$ \\ +\texttt{ff11R00\_07} (champion) & \textbf{3.31} & \textbf{6.26$\times10^{-7}$} \\ +\texttt{ff14R01\_00} (exploit) & 3.84 & 8.14$\times10^{-7}$ \\ +\texttt{BASIN01\_11} (confirmed) & \textbf{3.90} & 1.00$\times10^{-6}$ \\ +\hline +\end{tabular} +\end{column} +\begin{column}{0.43\textwidth} +\scriptsize +\begin{itemize}\scriptsize + \item \textbf{339} evaluations map a clean Pareto front + \item Champion beats deployed on \textbf{both} axes: $+6\%$ S/$\sqrt{B}$ at $-3\%$ damage + \item Best S/$\sqrt{B}$ \textbf{3.90 vs 3.11 deployed} $= \mathbf{+25\%}$, confirmed reproducible (400-seed) +\end{itemize} +\end{column} +\end{columns} +\end{frame} + +% ------------------------------------------------------- target geometry +\begin{frame}{What the optimizer built --- the max-S/$\sqrt{B}$ target} +\begin{center} +\includegraphics[width=0.92\textwidth]{foilsflash_bestsob_sketch.png} +\end{center} +\vspace{-0.2em} +\footnotesize +Two routes to high S/$\sqrt{B}$: a thin \textbf{off-beam ring}, or thin \textbf{in-beam} +material that degrades the beam to stop more muons. Here: 6 upstream extras (moderate ring) +$+$ 6 downstream (near-solid stopping mass) around the 37-foil deployed base. +\end{frame} + +% ============================================ NEW LINE: profile-parameterized target +\begin{frame}{Since last time --- the whole target, not just the extras} +\vspace{-0.3em} +\begin{block}{} +\small +Second campaign line: throw away the hand-designed 37-foil base and let BO design +\textbf{all 49 foils} --- outer radius, thickness and central hole as smooth profiles, +plus the foil spacing. Everything stays inside the \textbf{deployed envelope}. +At the \emph{deployed damage budget} this gives \textbf{$+27\%$ S/$\sqrt{B}$} +(4.15 vs 3.26); unconstrained, the record is \textbf{4.41} $= +35\%$. +\end{block} +\vspace{-0.1em} +\begin{columns}[T] +\begin{column}{0.53\textwidth} +\vspace{-0.6em} +\includegraphics[width=\textwidth]{foilspfbpz_perpot_cloud_0810.png} +\end{column} +\begin{column}{0.45\textwidth} +\scriptsize +\begin{tabular}{@{}lcc@{}} +\hline +design & S/$\sqrt{B}$ & rad.\ damage \\ +\hline +deployed default & 3.26 & 6.85$\times10^{-7}$ \\ +\texttt{bpz07R11\_00} (deliverable) & \textbf{4.15} & \textbf{6.70$\times10^{-7}$} \\ +\texttt{bpz05R01\_00} (record) & 4.41 & 1.10$\times10^{-6}$ \\ +\hline +\end{tabular} +\vspace{0.5em} +\begin{itemize}\scriptsize + \item \textbf{366} evaluations, twelve campaigns, \textbf{zero failures} + \item The deliverable beats deployed on \textbf{both} axes: $+27\%$ S/$\sqrt{B}$ + at $-2\%$ damage. \textbf{63} designs do this + \item \textbf{43} measured Pareto points; damage frontier spans \textbf{23$\times$} + \item The old 4.00 plateau was an \textbf{acquisition artifact}: a picker + aimed \emph{at} the damage budget beat it in 4 evaluations +\end{itemize} +\end{column} +\end{columns} +\end{frame} + +% ------------------------------------------------- the record geometry + ceiling +\begin{frame}{The max-S/$\sqrt{B}$ design --- and how we knew to stop} +\begin{columns}[T] +\begin{column}{0.53\textwidth} +\vspace{-0.3em} +\includegraphics[width=\textwidth]{foilspfbpz05_bestsob_sketch.png} +\end{column} +\begin{column}{0.45\textwidth} +\footnotesize +\textbf{4.41 --- the unconstrained record.} A nearly \textbf{solid} stack (bore +$\le5$\,mm) as a gentle barrel, rOut $80\to110\to95$\,mm, foils \textbf{packed +downstream}. Nothing a human would have drawn. +\vspace{0.8em} + +\textbf{Knowing when to stop is itself a result.} Acquisition ``saturation'' means the +\emph{frontier} stopped moving --- not that the space is mapped. Three dedicated +max-S/$\sqrt{B}$ rounds: +\vspace{0.3em} +\begin{center} +\normalsize 4.33 $\rightarrow$ 4.37 $\rightarrow$ \textbf{4.41} $\rightarrow$ 4.41\\ +{\scriptsize two $\sim$5$\sigma$ steps, then flat} +\end{center} +\vspace{0.3em} + +The third round: 40 evaluations, \textbf{nothing above 4.41} --- and the optimizer spent +a pick \textbf{re-measuring the record}, reproducing it exactly. Ridge mapped, line closed. +\end{column} +\end{columns} +\end{frame} + +% ------------------------------------------- the deliverable: free improvement +\begin{frame}{The design we would actually deploy --- $+27\%$ for free} +\vspace{-0.2em} +\begin{columns}[T] +\begin{column}{0.55\textwidth} +\vspace{-0.4em} +\includegraphics[width=\textwidth]{foilspf_budget_bpz07R11_00_sketch.png} +\end{column} +\begin{column}{0.43\textwidth} +\footnotesize +The record on the previous slide buys $+35\%$ by spending $+60\%$ more detector +damage. \textbf{This one is free.} +\vspace{0.3em} + +\begin{center} +\scriptsize +\begin{tabular}{@{}lcc@{}} +\hline + & S/$\sqrt{B}$ & rad.\ damage \\ +\hline +deployed default & 3.26 & 6.85$\times10^{-7}$ \\ +\texttt{bpz07R11\_00} & \textbf{4.15} & \textbf{6.70$\times10^{-7}$} \\ +\emph{difference} & \textbf{$+27\%$} & \textbf{$-2\%$} \\ +\hline +\end{tabular} +\end{center} +\vspace{0.2em} + +\textbf{Better on \emph{both} axes} than the target now in the beam --- +\textbf{63} of 366 designs are, and this is the best of them. +\vspace{0.6em} + +\textbf{The shape:} a near-cylindrical stack, rOut $100\to103\to117$\,mm, with a +\textbf{gradually opening bore} ($f = 0.09\to0.26\to0.35$) and the mass concentrated +mid-stack (36/143/72\,µm). Mass off-axis where it stops muons, beam core through +the hole instead of into the detector. +\end{column} +\end{columns} +\end{frame} + +% --------------------------------------------------------------- milestones §4 +\begin{frame}{Phase I milestones --- where Workflow (i) stands} +\small +9 months from \textbf{1 Aug 2026}; go/no-go at month 6 (Jan 2027). \textbf{We are in month 1.} +\vspace{0.6em} +\begin{center} +\scriptsize +\begin{tabular}{@{}llll@{}} +\hline +\textbf{window} & \textbf{dates} & \textbf{milestone (Workflow (i) parts)} & \textbf{status} \\ +\hline +Months 1--2 & Aug--Sep 26 & Deploy interfaces: Simulation, Analysis, Documentation & \textcolor{red}{pending} \\ + & & End-to-end agentic chain: sim $\rightarrow$ analysis $\rightarrow$ FoM & \textcolor{okgreen}{\textbf{done}} \\[0.3em] +Months 3--4 & Oct--Nov 26 & Exercise optimization on campaigns; collect metrics & \textcolor{okgreen}{\textbf{ahead}} \\[0.3em] +Months 5--6 & Dec--Jan 27 & Compile go/no-go results; \textbf{all traces logged} & \textcolor{red}{traces = gap} \\[0.3em] +Months 7--9 & Feb--Apr 27 & Harden interfaces; package artifacts for Genesis & --- \\ +\hline +\end{tabular} +\end{center} +\vspace{0.6em} +\begin{itemize}\small + \item One month in: the \textbf{science milestone of months 3--4 is already met}; interfaces are the open item + \item Proposal \S4 anticipates this: \emph{``initial workflow prototyping can use simplified interfaces while production versions are improved''} +\end{itemize} +\end{frame} + +% --------------------------------------------------------------- gate metrics +\begin{frame}{Decision gate metrics --- Workflow (i), proposal \S6} +\footnotesize +\textbf{(a)} \emph{``Closed-loop sim--analysis--optimization (agent-orchestrated search with Bayesian +optimization for local sampling) demonstrated on $\ge$\,2 distinct external-constraint scenarios +(e.g.\ half beam intensity, 10\% reduced fields), each initiated by a natural-language prompt and +completed within one week (vs.\ months for the manual baseline), with full traces logged''} +\begin{itemize}\footnotesize + \item[$\rightarrow$] \textbf{Started.} Prompt $\rightarrow$ new mode $+$ 20 evaluations, saturation confirmed by a second campaign --- a scenario answers \textbf{within a day} (bar: one week) + \item[$\rightarrow$] Remaining: the two \textbf{external-constraint} scenarios --- reduced / absent DS field, half beam intensity --- and \textbf{formal trace logging} +\end{itemize} +\vspace{0.7em} + +\textbf{(b)} \emph{``for a Run-1a scenario (no full cosmic ray veto coverage), starting from the +collaboration's existing manually-optimized baseline, agent-produced configuration achieves improved +$R_{\mu e}$ sensitivity, with improvements documented for collaboration review''} +\begin{itemize}\footnotesize + \item[$\rightarrow$] \textcolor{okgreen}{\textbf{Demonstrated twice, independently}} --- both lines beat the manually-optimized baseline on \textbf{both} axes: + \begin{itemize}\scriptsize + \item extras-only line: $+6\%$ S/$\sqrt{B}$ at $-3\%$ damage; $+25\%$ at the confirmed ceiling + \item \textbf{full-target profile line (new)}: $\mathbf{+27\%}$ S/$\sqrt{B}$ at $\mathbf{-2\%}$ damage, \textbf{63} such designs; $+35\%$ at the mapped ceiling + \end{itemize} + \item[$\rightarrow$] To finish: \textbf{prove it with full sims} (dig $\rightarrow$ mcs $\rightarrow$ nts) on the best configs; scope by background regime; document for review +\end{itemize} +\end{frame} + + +% =========================================================== BACKUP +\begin{frame}[plain] +\vspace{2.5em} +\begin{center} +{\Large\bfseries\color{fnalblue} Backup} +\end{center} +\end{frame} + +% ============================ top-5 DEPLOYABLE designs, one per slide +\begin{frame}{The five best \emph{deployable} designs} +\footnotesize +Every design here is measured \textbf{at or below the deployed damage budget} --- +unlike the unconstrained record and the five that follow, these could go in the +beam. All five come from \texttt{bpz07}, the one campaign whose acquisition was +aimed \emph{at} the constraint. +\vspace{0.5em} +\begin{center} +\scriptsize +\begin{tabular}{@{}clcccl@{}} +\hline +\# & design & S/$\sqrt{B}$ & vs deployed & damage & shape \\ +\hline +1 & \texttt{bpz07R11\_00} & \textbf{4.15} & $\mathbf{+27\%}$ & $-2\%$ & near-cylindrical, gradually opening bore \\ +2 & \texttt{bpz07R05\_00} & 4.12 & $+26\%$ & $-6\%$ & narrow throat, wide body, packed downstream \\ +3 & \texttt{bpz07R00\_01} & 4.11 & $+26\%$ & $-6\%$ & narrowest throat, uniform pitch \\ +4 & \texttt{bpz07R09\_00} & 4.11 & $+26\%$ & $-2\%$ & widest downstream bore ($f=0.52$) \\ +5 & \texttt{bpz07R08\_00} & 4.08 & $+25\%$ & $-9\%$ & solid upstream face; cheapest damage \\ +\hline +\end{tabular} +\end{center} +\vspace{0.5em} +\begin{itemize}\footnotesize + \item The previous best deployable design was \textbf{4.00}, and three campaigns + had failed to beat it --- \textbf{all five of these do} + \item A \textbf{spread of shapes}, not one recipe: upstream rOut 41--100\,mm, + bore fractions 0.02--0.33, pitch uniform to strongly ramped + \item Every one of the five has \textbf{damage to spare} ($-2$ to $-9\%$), so + none is scraping the constraint to get its score +\end{itemize} +\end{frame} + +\begin{frame}{Deployable \#1 --- \texttt{bpz07R11\_00}, S/$\sqrt{B}$ = 4.15} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_budget_top1_foilspfbpz07R11_00.png} +\end{center} +\end{frame} + +\begin{frame}{Deployable \#2 --- \texttt{bpz07R05\_00}, S/$\sqrt{B}$ = 4.12} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_budget_top2_foilspfbpz07R05_00.png} +\end{center} +\end{frame} + +\begin{frame}{Deployable \#3 --- \texttt{bpz07R00\_01}, S/$\sqrt{B}$ = 4.11} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_budget_top3_foilspfbpz07R00_01.png} +\end{center} +\end{frame} + +\begin{frame}{Deployable \#4 --- \texttt{bpz07R09\_00}, S/$\sqrt{B}$ = 4.11} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_budget_top4_foilspfbpz07R09_00.png} +\end{center} +\end{frame} + +\begin{frame}{Deployable \#5 --- \texttt{bpz07R08\_00}, S/$\sqrt{B}$ = 4.08} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_budget_top5_foilspfbpz07R08_00.png} +\end{center} +\end{frame} + +% ------------------------------------------- top-5 designs, one per slide +\begin{frame}{The five best designs OVER budget --- one ridge top, five shapes} +\footnotesize +The optimizer's five best distinct targets score \textbf{4.38--4.41} --- a spread of +0.03, i.e.\ $\sim$5$\sigma$ total --- yet look nothing alike. That degeneracy is the +evidence the ceiling is mapped: many roads reach the same height, and none goes higher. +\vspace{0.5em} +\begin{center} +\scriptsize +\begin{tabular}{@{}clccl@{}} +\hline +\# & design & S/$\sqrt{B}$ & damage & shape \\ +\hline +1 & \texttt{bpz05R01\_00} & \textbf{4.41} & $+60\%$ & near-solid barrel, pitch packed downstream \\ +2 & \texttt{bpz06R04\_00} & 4.40 & $+71\%$ & solid, pitch at the box edge \\ +3 & \texttt{bpz05R04\_03} & 4.38 & $+60\%$ & small bore, very thick downstream foils \\ +4 & \texttt{bpz05R08\_00} & 4.38 & $+56\%$ & modest bore, \emph{uniform} pitch \\ +5 & \texttt{bpz06R11\_00} & 4.38 & $+53\%$ & wide-mouth funnel bore, uniform pitch \\ +\hline +\end{tabular} +\end{center} +\vspace{0.5em} +\begin{itemize}\footnotesize + \item \textbf{Three of the five were measured twice} (different campaigns, independent + seeds) and reproduced --- the ridge top is real, not a set of lucky draws + \item Two opposite hole strategies --- \textbf{shut the bore} (\#1--3) vs.\ \textbf{open a + funnel} (\#5) --- reach the same score + \item All five are \textbf{damage-unconstrained}; the deployment answer is + \texttt{bpz07R11\_00} at \textbf{4.15} \emph{inside} the deployed budget +\end{itemize} +\end{frame} + +\begin{frame}{\#1 --- \texttt{bpz05R01\_00}, S/$\sqrt{B}$ = 4.41 (the record)} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_top1_foilspfbpz05R01_00.png} +\end{center} +\end{frame} + +\begin{frame}{\#2 --- \texttt{bpz06R04\_00}, S/$\sqrt{B}$ = 4.40} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_top2_foilspfbpz06R04_00.png} +\end{center} +\end{frame} + +\begin{frame}{\#3 --- \texttt{bpz05R04\_03}, S/$\sqrt{B}$ = 4.38} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_top3_foilspfbpz05R04_03.png} +\end{center} +\end{frame} + +\begin{frame}{\#4 --- \texttt{bpz05R08\_00}, S/$\sqrt{B}$ = 4.38} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_top4_foilspfbpz05R08_00.png} +\end{center} +\end{frame} + +\begin{frame}{\#5 --- \texttt{bpz06R11\_00}, S/$\sqrt{B}$ = 4.38} +\begin{center} +\includegraphics[width=0.95\textwidth]{foilspf_top5_foilspfbpz06R11_00.png} +\end{center} +\end{frame} + +% ------------------------------------------------- what BO actually is +\begin{frame}{What ``GP surrogate $+$ multi-objective acquisition'' means} +\small +\textbf{GP surrogate --- the map.} +Each real evaluation costs $\sim$150 CPU-hours, so we cannot try many designs. The Gaussian +Process looks at every design tried so far and draws a map of the whole space: for a design we +have \emph{not} tried it predicts the answer \textbf{and how unsure it is}. Near measured points +the prediction is sharp; far away it is foggy. \emph{The fog is the useful part.} +\vspace{0.7em} + +\textbf{Acquisition --- the rule for where to go next.} +Something has to choose which 10 designs to actually simulate next. The acquisition function +trades off \textbf{exploit} (go where the map predicts good results) against \textbf{explore} +(go where the fog is thick --- we might be missing something). +\vspace{0.7em} + +\textbf{Multi-objective --- why there is no single ``best''.} +We want two things at once: more signal, less detector damage. They fight each other, so there +is no single winner --- there is a \textbf{set} of best compromises, the \textbf{Pareto front} +(the map on the status slide). Our acquisition function (\texttt{qNEHVI}) picks the designs +expected to push that frontier \emph{outward} the most, rather than chasing one number. +\end{frame} + +\end{document} diff --git a/docs/pyenv-publication-plan.md b/docs/pyenv-publication-plan.md new file mode 100644 index 0000000..4e4e42f --- /dev/null +++ b/docs/pyenv-publication-plan.md @@ -0,0 +1,81 @@ +# Publishing the BO stack to a CVMFS `pyenv` env — work plan + +**Goal:** stop shipping this project's Python stack as a personal `/exp` venv and +get its ML core into `/cvmfs/mu2e.opensciencegrid.org/env/`, so a second operator +needs no build step and past campaigns can be reproduced against an immutable, +versioned prefix. + +**Background + all measurements:** `wiki/external/mu2e-cvmfs-python-envs.md` +(measured 2026-08-12). Read that first — this plan does not repeat the numbers. + +**Be honest about the payoff.** Grid jobs run `art`/`mu2e` from the Musing +tarball and never touch this venv, so there is **no grid-side win**. The wins are +(a) no build step for a second operator, (b) 1.2 GB off a personal quota that has +filled once already, (c) reproducibility. Costs: no mid-campaign pin hotfixes, +and campaigns must activate an explicit version — never `current`, which moving +between BO rounds would change the numerical stack under a running campaign. + +--- + +## Phase 1 — our side (do this before contacting anyone) + +Envs are **immutable published prefixes**. A venv cannot be moved there; it can +only be rebuilt as a release from a lockfile. We cannot currently produce one. + +- [x] **Emit a lockfile.** *(done 2026-08-17)* `requirements.lock` — 77 packages, + 1744 hashes, `--require-hashes` clean, dry-run against the live venv + reports "would make no changes". Constrained to the **verified installed + venv**, not re-resolved: a fresh unconstrained resolve moved 20 packages + the same day. `requirements.txt` stays the human-readable intent. +- [ ] **Land portable paths on the default branch.** Done on `local-executor` + (`setup.sh` root resolution + `tests/test_no_hardcoded_paths.py`), still + unmerged into `json-modes`. The build recipe in `requirements.txt` must + stop hardcoding `/exp/mu2e/data/users/oksuzian/...`. +- [ ] **Re-verify Python 3.12.** The 3.12 run was green at 471 tests; the suite + is now 612. Rebuild `.venv312` from the lockfile and re-run. `ana` and + `rootana` are both 3.12, so this decides whether we need a sibling env or + can ride an existing one. +- [ ] **Split the dependency list in two, explicitly.** Only **9 packages are the + ML core** (`torch==2.13.0+cpu`, `botorch`, `gpytorch`, `linear-operator`, + `multipledispatch`, `pyre-extensions`, `typing-inspect`, `mypy-extensions`, + `ninja`). The other **19 are the LangGraph/LangSmith orchestrator cluster**, + which no analysis user will ever import. Make the split mechanical — two + requirements files — so the ask is 9 packages, not 29. + +## Phase 2 — the ask + +Nobody has been contacted, and `pyenv.sh` names no maintainer for `env/`. + +- [ ] **Identify the owner.** Start with the EAF/analysis-tools maintainers who + own the EAF change log `pyenv.sh` points at. Ask for the *slot and + process* first — not for a publish. +- [ ] **Opening position: 9 ML packages riding a numpy-2.x `ana`.** `ana` is the + better target (14 conflicts vs `rootana`'s 26, and 13 of the 14 are trivial + point drift we simply accept). `rootana`'s reason to exist — bundled + PyROOT — buys us nothing, because our ROOT reads already run under + `muse setup`. **First question to ask: is a numpy-2.x `ana` already + planned?** If yes, this is a cheap package add and we are done. +- [ ] **Fallback: a sibling env.** `ana` ships numpy 1.26.4; torch 2.13 + + botorch 0.18 need numpy 2.x, and moving `ana` to numpy 2 forces a recompile + of every C-extension in it — a major release, not a package add. If that is + not on their roadmap, ask for a sibling instead. **Precedent: + `env/trkqual/`** is published alongside `ana`/`rootana` but advertised by + neither, on py3.11 with torch — a working-group-specific ML env is an + accepted thing. Quote **1.2 GB, 77 packages, `+cpu` torch deliberately** + (not the multi-GB CUDA build). + +## Phase 3 — adopt + +- [ ] Publish one version only after the pins settle. Do not publish mid-campaign. +- [ ] Pin campaigns to an **explicit version**; make `current` unusable from our + launch path so nobody can pick it up by accident. +- [ ] Keep `setup.sh --venv` working. A local venv stays the supported path for + pin hotfixes and picker A/Bs (`AUTORESEARCH_BOTORCH_VENV`), and remains the + only option while a published version is in flight. + +## Non-goals + +- Publishing the LangGraph orchestrator half. It stays local. +- Any grid-side change. Grid jobs are unaffected by all of this. +- Moving off Python 3.11 for its own sake — `trkqual` shows 3.11 is fine, so + 3.12 matters only if it makes an `ana` slot possible. diff --git a/leaderboards/leaderboard_bo_foilspfbpz.tsv b/leaderboards/leaderboard_bo_foilspfbpz.tsv index 44cc0dc..ed661bb 100644 --- a/leaderboards/leaderboard_bo_foilspfbpz.tsv +++ b/leaderboards/leaderboard_bo_foilspfbpz.tsv @@ -172,3 +172,204 @@ foilspfbpz01R04_06 86.0918 145.9320 86.7857 0.121487 0.150000 0.150000 0.9500 0. foilspfbpz01R04_05 133.0115 106.7015 136.2780 0.042962 0.137458 0.026576 0.8837 0.6895 0.9500 70.2055 2.48000 1.64790e-07 100000.000 2.46352 foilspfbpz01R04_07 35.5738 104.8581 120.0602 0.010000 0.113092 0.010000 0.9500 0.3473 0.6196 133.1561 3.90000 6.01543e-07 100000.000 3.83985 foilspfbpz01R05_00 30.0000 118.9443 150.0000 0.053947 0.080574 0.010000 0.2336 0.0523 0.0000 150.0000 4.25000 1.06875e-06 100000.000 4.14313 +foilspfbpz02R00_00 109.9404 106.4981 127.5933 0.043601 0.068515 0.078924 0.7075 0.8942 0.9500 -58.4411 1.15000 6.47680e-08 100000.000 1.14352 +foilspfbpz02R00_03 34.1208 146.3281 123.3497 0.091787 0.010000 0.150000 0.9046 0.5724 0.7526 -133.4146 1.73000 1.11376e-07 100000.000 1.71886 +foilspfbpz02R00_02 117.0226 95.8918 129.9922 0.010000 0.150000 0.150000 0.5653 0.9167 0.9500 116.1615 1.72000 1.05911e-07 100000.000 1.70941 +foilspfbpz02R00_01 126.8474 103.6457 148.4485 0.061755 0.028456 0.150000 0.1949 0.7410 0.0000 150.0000 3.39000 7.33903e-07 100000.000 3.31661 +foilspfbpz03R00_10 72.9961 140.7190 109.2672 0.101059 0.063563 0.102818 0.9500 0.7171 0.8853 -7.9829 1.54000 8.01983e-08 100000.000 1.53198 +foilspfbpz03R00_03 30.0000 129.4838 84.2950 0.150000 0.074467 0.143418 0.9500 0.0434 0.9500 -150.0000 3.85000 8.19008e-07 100000.000 3.76810 +foilspfbpz03R00_07 30.0000 85.2761 150.0000 0.123671 0.099642 0.081485 0.0000 0.0000 0.8657 150.0000 4.08000 1.01409e-06 100000.000 3.97859 +foilspfbpz03R00_04 30.0000 130.4866 30.3372 0.121964 0.066981 0.113461 0.0000 0.4594 0.0000 150.0000 4.11000 9.21645e-07 100000.000 4.01784 +foilspfbpz03R00_00 30.0000 94.3054 150.0000 0.021819 0.104817 0.037152 0.0000 0.1545 0.6556 150.0000 4.11000 9.10576e-07 100000.000 4.01894 +foilspfbpz03R00_02 52.3751 120.4296 116.2356 0.018866 0.125210 0.023594 0.9500 0.5087 0.6575 -59.1615 3.19000 2.43727e-07 100000.000 3.16563 +foilspfbpz03R00_13 112.5861 109.6273 126.0896 0.033114 0.080754 0.102823 0.6814 0.8312 0.9091 -15.1918 1.60000 9.58680e-08 100000.000 1.59041 +foilspfbpz03R00_01 150.0000 82.3719 145.8287 0.010000 0.079344 0.120077 0.9500 0.2541 0.0916 -150.0000 4.22000 1.03482e-06 100000.000 4.11652 +foilspfbpz03R00_05 150.0000 64.8895 63.7057 0.010000 0.101489 0.150000 0.0000 0.0000 0.0497 -150.0000 3.90000 1.19576e-06 100000.000 3.78042 +foilspfbpz03R00_12 149.0801 99.5668 121.6868 0.010000 0.090266 0.150000 0.5358 0.9218 0.8823 -87.7463 1.24000 1.00087e-07 100000.000 1.22999 +foilspfbpz03R00_06 91.0629 136.4121 108.5501 0.110898 0.023104 0.098077 0.9500 0.8430 0.9469 10.8304 0.69600 8.13414e-08 100000.000 0.68787 +foilspfbpz03R00_16 44.7648 119.9839 125.0491 0.024519 0.117057 0.026917 0.9500 0.4119 0.5832 -100.7188 3.46000 4.03574e-07 100000.000 3.41964 +foilspfbpz03R00_19 56.9531 98.9582 54.7035 0.010000 0.101309 0.120674 0.0000 0.6837 0.0000 -128.5530 3.90000 8.17618e-07 100000.000 3.81824 +foilspfbpz03R00_08 30.0000 91.0209 94.2398 0.010000 0.112014 0.010000 0.0000 0.2057 0.0000 -150.0000 4.03000 9.58240e-07 100000.000 3.93418 +foilspfbpz03R00_11 150.0000 48.1202 150.0000 0.080794 0.084302 0.120612 0.9500 0.3422 0.0000 -150.0000 4.08000 1.05015e-06 100000.000 3.97499 +foilspfbpz03R00_18 92.0982 121.7931 120.3195 0.047582 0.090034 0.067442 0.8947 0.6751 0.7867 -23.5527 2.25000 1.32299e-07 100000.000 2.23677 +foilspfbpz03R00_09 30.0000 98.4073 71.9077 0.150000 0.123749 0.010000 0.0000 0.0000 0.0000 150.0000 4.06000 1.28479e-06 100000.000 3.93152 +foilspfbpz03R00_15 100.9753 118.7318 124.7419 0.033107 0.089322 0.057097 0.9338 0.2940 0.6679 -135.0388 3.65000 4.63579e-07 100000.000 3.60364 +foilspfbpz03R00_17 80.2127 121.6746 116.9815 0.038275 0.106938 0.056256 0.9500 0.6152 0.7526 -31.1377 2.65000 1.44766e-07 100000.000 2.63552 +foilspfbpz03R00_14 139.9186 100.4821 80.9724 0.010000 0.091026 0.020818 0.0000 0.2496 0.3569 2.0496 4.13000 8.56820e-07 100000.000 4.04432 +foilspfbpz03R01_00 119.6572 99.2155 131.5841 0.010000 0.130958 0.150000 0.5056 0.8582 0.9247 -55.5708 1.92000 1.22942e-07 100000.000 1.90771 +foilspfbpz03R02_00 111.6485 121.8658 109.4888 0.100032 0.010000 0.057845 0.9097 0.9500 0.9500 25.8890 0.34100 5.72595e-08 100000.000 0.33527 +foilspfbpz03R08_01 150.0000 35.6052 150.0000 0.039049 0.091236 0.142176 0.0000 0.0000 0.1968 150.0000 3.86000 1.21878e-06 100000.000 3.73812 +foilspfbpz03R07_00 30.0000 144.5550 41.5381 0.029938 0.104754 0.150000 0.9500 0.5982 0.6897 -32.2688 3.05000 3.95025e-07 100000.000 3.01050 +foilspfbpz03R03_00 30.0000 114.3512 68.3393 0.150000 0.084614 0.150000 0.5422 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+foilspfbpz06R00_10 57.3000 127.3629 36.1447 0.038500 0.055074 0.111650 0.0458 0.1429 0.0169 -8.1915 4.30000 1.07013e-06 100000.000 4.19299 +foilspfbpz06R00_19 45.2742 140.7965 81.1014 0.053771 0.045894 0.128275 0.1615 0.0742 0.0249 -52.3168 4.31000 1.06854e-06 100000.000 4.20315 +foilspfbpz06R00_13 57.5433 113.6690 123.9373 0.046895 0.069402 0.081280 0.4983 0.1499 0.1701 86.4420 4.30000 1.03341e-06 100000.000 4.19666 +foilspfbpz06R01_00 79.9226 110.3635 94.9948 0.045868 0.066019 0.061047 0.0142 0.0458 0.0105 83.2059 4.41000 1.09788e-06 100000.000 4.30021 +foilspfbpz06R02_00 122.4166 112.9962 101.6989 0.035116 0.065543 0.088243 0.2722 0.1756 0.0649 99.3025 4.34000 1.00031e-06 100000.000 4.23997 +foilspfbpz06R03_01 51.9510 121.0519 71.6843 0.060685 0.057770 0.098169 0.6817 0.0195 0.2706 132.2937 4.36000 1.11170e-06 100000.000 4.24883 +foilspfbpz06R03_00 111.0402 116.3567 101.9885 0.011107 0.057214 0.067785 0.3857 0.0722 0.1184 117.4404 4.36000 1.00075e-06 100000.000 4.25993 +foilspfbpz06R07_00 71.8828 123.2277 89.0817 0.025516 0.056595 0.076333 0.3678 0.1465 0.1004 90.5431 4.35000 1.02817e-06 100000.000 4.24718 +foilspfbpz06R09_00 130.0429 122.6388 67.9156 0.020305 0.039631 0.111082 0.3377 0.1841 0.0285 111.4778 4.20000 1.00093e-06 100000.000 4.09991 +foilspfbpz06R10_01 45.7412 93.4181 137.3471 0.073734 0.045328 0.128468 0.6874 0.0095 0.2755 -82.3360 4.29000 9.35190e-07 100000.000 4.19648 +foilspfbpz06R06_01 136.1948 106.6865 91.8750 0.026941 0.083605 0.090944 0.0208 0.1921 0.1085 98.1723 4.31000 1.16983e-06 100000.000 4.19302 +foilspfbpz06R10_00 72.1878 109.8518 96.4657 0.048749 0.047118 0.119272 0.0321 0.1028 0.0351 -134.6024 4.37000 1.09611e-06 100000.000 4.26039 +foilspfbpz06R04_00 86.5521 106.2579 91.8811 0.064172 0.053519 0.099483 0.0214 0.0061 0.0300 132.9327 4.40000 1.16986e-06 100000.000 4.28301 +foilspfbpz06R09_01 70.9090 95.9796 112.0386 0.036910 0.050535 0.133680 0.2850 0.1010 0.0072 73.2944 4.33000 1.18168e-06 100000.000 4.21183 +foilspfbpz06R08_00 108.9099 105.5714 91.0381 0.043468 0.062770 0.108196 0.0709 0.1516 0.1083 15.2733 4.37000 1.07104e-06 100000.000 4.26290 +foilspfbpz06R11_00 112.0512 112.6892 87.3747 0.012785 0.064666 0.122912 0.3940 0.1375 0.0995 7.6530 4.38000 1.05019e-06 100000.000 4.27498 +foilspfbpz06R08_02 62.2330 105.0626 86.3153 0.073851 0.052128 0.144344 0.8907 0.0201 0.1811 -30.0292 4.37000 1.18432e-06 100000.000 4.25157 +foilspfbpz06R08_03 102.8648 103.3009 90.5483 0.042652 0.055363 0.125275 0.6508 0.0841 0.0314 115.5037 4.35000 1.15659e-06 100000.000 4.23434 +foilspfbpz06R06_00 59.7547 117.4496 64.9426 0.040007 0.060135 0.114010 0.6185 0.1599 0.0477 -4.3106 4.34000 1.08674e-06 100000.000 4.23133 +foilspfbpz06R08_01 52.1290 112.4139 86.5423 0.043724 0.076656 0.060502 0.1564 0.1442 0.3080 120.2149 4.36000 9.80228e-07 100000.000 4.26198 +foilspfbpz06R09_02 36.9785 113.8190 94.6919 0.091230 0.045534 0.119317 0.6437 0.1524 0.1617 -62.1721 4.32000 9.60943e-07 100000.000 4.22391 +foilspfbpz06R12_00 106.1624 106.9077 88.7297 0.035972 0.061192 0.118073 0.3400 0.2558 0.0849 103.7514 4.32000 1.06098e-06 100000.000 4.21390 +foilspfbpz06R05_00 30.6280 107.6035 84.0808 0.028157 0.084367 0.060518 0.2078 0.0987 0.2148 106.6861 4.36000 1.09831e-06 100000.000 4.25017 +foilspfbpz07R00_05 81.7303 107.2330 95.0096 0.083151 0.080053 0.104275 0.5670 0.4040 0.4378 -38.5314 3.93000 6.51064e-07 100000.000 3.86489 +foilspfbpz07R00_03 108.7274 103.0690 127.9490 0.045287 0.073102 0.023119 0.2073 0.2065 0.8956 121.4064 4.12000 7.21107e-07 100000.000 4.04789 +foilspfbpz07R00_11 96.5421 108.1048 144.6659 0.015114 0.083483 0.074840 0.4319 0.2748 0.3613 -71.4637 4.03000 6.24698e-07 100000.000 3.96753 +foilspfbpz07R00_01 41.3497 119.5598 112.1420 0.060212 0.048334 0.085317 0.2380 0.2407 0.4406 -5.8770 4.11000 6.46747e-07 100000.000 4.04533 +foilspfbpz07R00_12 58.8510 116.7098 71.7469 0.064968 0.041060 0.083593 0.0293 0.3404 0.4030 -146.9689 3.91000 5.90776e-07 100000.000 3.85092 +foilspfbpz07R00_16 71.8314 115.2340 90.0628 0.098125 0.106598 0.054329 0.5541 0.3577 0.4495 74.9252 3.90000 7.03749e-07 100000.000 3.82963 +foilspfbpz07R00_10 66.4377 135.4847 52.2924 0.131246 0.035110 0.108459 0.0372 0.3875 0.4575 42.9380 3.91000 7.06362e-07 100000.000 3.83936 +foilspfbpz07R00_17 101.1218 121.5904 111.8357 0.052396 0.045780 0.118896 0.0731 0.3874 0.3884 -35.9602 3.97000 5.45801e-07 100000.000 3.91542 +foilspfbpz07R00_15 53.4963 83.6759 102.3500 0.032570 0.117500 0.088425 0.4892 0.5050 0.4373 41.5333 3.92000 6.32814e-07 100000.000 3.85672 +foilspfbpz07R01_00 49.3560 96.9424 141.6101 0.117989 0.045142 0.091308 0.0398 0.2629 0.6706 87.5464 3.91000 7.04776e-07 100000.000 3.83952 +foilspfbpz07R02_00 95.0357 105.5823 89.8803 0.069342 0.071242 0.032986 0.0228 0.3043 0.9323 75.6951 4.01000 6.89305e-07 100000.000 3.94107 +foilspfbpz07R04_00 54.4937 99.9584 118.1306 0.093468 0.037939 0.102983 0.0085 0.3884 0.2944 -91.3099 4.03000 6.49299e-07 100000.000 3.96507 +foilspfbpz07R03_00 31.9887 123.1116 108.2741 0.115020 0.063080 0.075539 0.3802 0.2985 0.4635 36.2789 4.05000 6.51341e-07 100000.000 3.98487 +foilspfbpz07R06_00 39.7317 110.1240 115.8799 0.023436 0.054468 0.092923 0.0976 0.2773 0.3169 -79.5404 4.14000 7.08979e-07 100000.000 4.06910 +foilspfbpz07R05_00 55.4748 114.0631 111.6102 0.031081 0.067497 0.035002 0.3283 0.2866 0.3517 68.4426 4.12000 6.41481e-07 100000.000 4.05585 +foilspfbpz07R07_00 82.8484 135.5236 106.1971 0.023125 0.052717 0.094956 0.0806 0.2420 0.3183 -71.5135 4.07000 6.84114e-07 100000.000 4.00159 +foilspfbpz07R08_00 51.9220 100.9465 103.7563 0.029458 0.057234 0.090935 0.0249 0.2955 0.5351 37.4757 4.08000 6.24293e-07 100000.000 4.01757 +foilspfbpz07R09_00 44.0520 103.9822 121.6450 0.035410 0.072005 0.033934 0.3029 0.2306 0.5199 20.5861 4.11000 6.71907e-07 100000.000 4.04281 +foilspfbpz07R10_00 65.9138 106.8816 113.1604 0.022396 0.052742 0.073733 0.1319 0.2828 0.4893 25.4688 4.04000 5.75997e-07 100000.000 3.98240 +foilspfbpz07R11_01 103.2858 120.6813 99.6922 0.014800 0.065577 0.087253 0.1846 0.3386 0.3993 38.1850 4.05000 6.25574e-07 100000.000 3.98744 +foilspfbpz07R13_00 43.5658 116.1344 133.8401 0.068264 0.051583 0.074965 0.3334 0.2123 0.4194 -22.5962 4.08000 6.68483e-07 100000.000 4.01315 +foilspfbpz07R11_00 99.6745 103.0623 116.9368 0.018037 0.071303 0.035832 0.0904 0.2627 0.3544 -37.1405 4.15000 6.69505e-07 100000.000 4.08305 +foilspfbpz07R14_00 66.4902 106.0455 112.5144 0.018589 0.072310 0.032096 0.3262 0.2107 0.4470 -43.3520 4.12000 6.88044e-07 100000.000 4.05120 +foilspfbpz07R12_00 105.8399 103.8684 124.2086 0.017891 0.082497 0.067615 0.3928 0.2696 0.6092 4.0857 4.06000 6.40769e-07 100000.000 3.99592 +foilspfbpz07R15_00 69.3199 108.7297 88.6154 0.066326 0.072339 0.082251 0.3250 0.3199 0.5108 -30.4614 4.08000 6.81951e-07 100000.000 4.01180 +foilspfbpz07R16_00 88.9622 97.7630 125.7593 0.011267 0.083313 0.020067 0.0027 0.2509 0.5721 -25.3099 4.08000 7.19852e-07 100000.000 4.00801 +foilspfbpz07R17_00 80.4393 108.7163 102.8495 0.080668 0.058706 0.049683 0.4908 0.2854 0.6035 147.6671 4.05000 5.82807e-07 100000.000 3.99172 +foilspfbpz07R18_00 86.3616 117.4381 66.2592 0.011876 0.091713 0.059826 0.4129 0.2660 0.8862 44.4726 4.00000 6.19045e-07 100000.000 3.93810 +foilspfbpz07R19_00 70.9444 127.7641 82.1950 0.027975 0.061162 0.122541 0.5087 0.2906 0.4681 -80.7675 4.03000 6.26727e-07 100000.000 3.96733 +foilspfbpz07R00_18 50.0660 88.7057 96.1087 0.047121 0.103014 0.083032 0.3872 0.4957 0.3854 -40.3501 3.94000 7.27933e-07 100000.000 3.86721 +foilspfbpz07R00_14 85.6895 129.2330 93.3146 0.109988 0.055085 0.064876 0.0635 0.3560 0.5381 61.3764 3.93000 6.17714e-07 100000.000 3.86823 +foilspfbpz07R00_02 65.3439 107.9050 106.4291 0.091096 0.078258 0.059264 0.2052 0.2669 0.6548 2.4381 4.07000 7.61969e-07 100000.000 3.99380 +foilspfbpz07R00_13 55.8859 107.1747 81.3016 0.042423 0.094355 0.084049 0.2910 0.4220 0.6820 76.8192 3.98000 5.87275e-07 100000.000 3.92127 +foilspfbpz07R00_07 95.7142 94.6683 78.6599 0.059325 0.091597 0.083635 0.1905 0.5406 0.2803 28.4155 4.00000 7.44355e-07 100000.000 3.92556 +foilspfbpz07R00_09 45.3899 120.8971 71.2660 0.107699 0.072321 0.055026 0.1787 0.4585 0.2341 36.3762 4.03000 6.58521e-07 100000.000 3.96415 +foilspfbpz07R00_19 125.3566 115.1539 74.5831 0.053506 0.078331 0.037453 0.0941 0.3285 0.8725 33.6881 3.88000 5.95893e-07 100000.000 3.82041 +foilspfbpz07R00_08 51.3062 120.6312 56.0054 0.079773 0.060886 0.040028 0.1549 0.3108 0.7060 117.0122 4.05000 6.84181e-07 100000.000 3.98158 diff --git a/requirements.lock b/requirements.lock new file mode 100644 index 0000000..55082b1 --- /dev/null +++ b/requirements.lock @@ -0,0 +1,2022 @@ +# requirements.lock -- fully pinned, hashed resolution of requirements.txt. +# +# This file exists so the stack can be rebuilt byte-identically by someone who +# is not the author: a second operator, or a CVMFS `pyenv` env publisher, who +# cannot build a reproducible prefix from the `>=` ranges in requirements.txt. +# See wiki/external/mu2e-cvmfs-python-envs.md and docs/pyenv-publication-plan.md. +# +# 77 packages, ~1.2 GB installed. Python 3.11 (3.12 also supported). +# +# PINNED TO THE VERIFIED VENV, NOT TO TODAY'S RESOLUTION. These versions are +# the ones the suite is green against, captured from the live venv rather than +# re-resolved. That distinction is load-bearing: a fresh unconstrained resolve +# on 2026-08-17 moved 20 packages (langgraph 1.2.9 -> 1.2.11, awkward 2.10 -> +# 2.13, setuptools 78 -> 84, ...). Nothing here is a considered upgrade. +# +# INSTALL -- the torch index is required, not optional. torch 2.13.0+cpu does +# not exist on PyPI; resolving plain `torch` there pulls the CUDA build +# (2.8 GB vs 692 MB), which is the single most expensive mistake available in +# this file. +# +# uv venv --python 3.11 "$VENV" +# uv pip install --python "$VENV/bin/python" --require-hashes \ +# --index-url https://pypi.org/simple \ +# --extra-index-url https://download.pytorch.org/whl/cpu \ +# --index-strategy unsafe-best-match \ +# -r requirements.lock +# ln -s "$VENV" .venv # `.venv` is the load-bearing name +# +# Verify: PYTHONPATH= .venv/bin/python -m unittest discover -s tests -t . +# +# REGENERATE -- only when a pin in requirements.txt is deliberately moved, and +# only from a venv whose suite is green. Dropping --constraint would silently +# pick up unreviewed upstream drift. +# +# uv pip freeze --python .venv/bin/python > /tmp/frozen.txt +# printf 'torch==2.13.0+cpu\n-r requirements.txt\n' > /tmp/lock-input.txt +# uv pip compile /tmp/lock-input.txt --constraint /tmp/frozen.txt \ +# --python-version 3.11 --generate-hashes \ +# --index-url https://pypi.org/simple \ +# --extra-index-url https://download.pytorch.org/whl/cpu \ +# --index-strategy unsafe-best-match -o requirements.lock +# +# Generated 2026-08-17 with uv 0.11.8 against Python 3.11.15. + +aiosqlite==0.22.1 \ + --hash=sha256:043e0bd78d32888c0a9ca90fc788b38796843360c855a7262a532813133a0650 \ + --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb + # via langgraph-checkpoint-sqlite +annotated-types==0.7.0 \ + --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \ + --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89 + # via pydantic +anyio==4.14.2 \ + --hash=sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494 \ + --hash=sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f + # via + # httpx + # langsmith +awkward==2.10.0 \ + --hash=sha256:808c9536790865cbbcde07cb3678caa86c0369c443a3212a4552ec10dd187140 \ + --hash=sha256:d297f8aee0263c1fd3d8ae25a61155169322298357368ffadcc6f17d9f70f38d + # via + # -r requirements.txt + # uproot +awkward-cpp==54 \ + --hash=sha256:008778919229899432da34a3ceb056fee531b9158ba0a2e9c995f73de2715927 \ + --hash=sha256:062e0af729729e0cf61ba0537c7e946c92df30a0e323fcf361aeda8be8c4c607 \ + --hash=sha256:0c9fae1b68b9821b375e6da9de00b90387509c1ec0be8c3b19e7d0d8f54a79b0 \ + --hash=sha256:14921d8d28394b25322a10d767de58f13c57d234bced1716ce11e844570fefbe \ + --hash=sha256:14d1dc178042e401a053fb75ebdaa4c2996178bf69b57839fd044c1c8dacb58c \ + --hash=sha256:1cc4d9e462080f158c250847e2aaa899412f7f61238c891cfddff22fcb369c5d \ + --hash=sha256:1fcc4da908c53b9845991965cfbb8ced35ea6d3c1949a89bb68e4fc036c6965c \ + --hash=sha256:21ebf6ead05085ad1914ff57b1c6b62f014360e632b16a2fea997acea65fffdc \ + --hash=sha256:2858980b6b4326988440c4c27b6c64229f08391d9fbdd36145c3887bf0292a0b \ + --hash=sha256:2b3d54e5b80c373d4734d3cf343fdfedecdbdb8898d6eda514753d8dc3424a58 \ + --hash=sha256:2e21f7fa5f875734adb5fdb67e1da9ccb2a2feaca45a93b79881193d59204632 \ + --hash=sha256:2ff96bb07316a27a6ee4ca8a4463f58a873fe7cd8dc2ef7cae29a9f42e391fa3 \ + --hash=sha256:331b10d04dc0f7b225bae9dd8ff45be2c86bd95378e0c8dcdd2f215693ecb920 \ + --hash=sha256:36e5802c6dcbf90c67afbf9b13b99ed6a576ce8671c495e75671a0951ed51480 \ + --hash=sha256:38c4d810a7ac7a8ed185a90a7e252e8bb240db20628284ef7a2b7bc8e046fda8 \ + --hash=sha256:3a6c0750c316ad2e0c7a30402946e207ed03279eb7f53598aa9fb89d9b8430a9 \ + --hash=sha256:41c687f5192b36aea5a47328e9d80ca28c3a3d9ca625b48d99f8ab6482e5dda9 \ + --hash=sha256:4552c7fa28ef9d35dc618331bf6c038d6df68ef35a61327e18ee367064ed2581 \ + --hash=sha256:49306395b35f7a2dd19e194b4faeeb2c53edd6249d6ae4940329b321a92f1b2e \ + --hash=sha256:4a3010cd239bbb2c8b2e74f35a7632c5cf1e2b3005dcd933d91505f0df923a24 \ + --hash=sha256:4bf59c35da5d9d10e0c24e6a145535e4e588936c0d861eedbac12f27972ba5c3 \ + --hash=sha256:5bed4f0fff6c32a1dfff528345d8447266b327bb2a190fe262f394005247d10d \ + --hash=sha256:5efc8ba12a6711bb713e1568f734fa69bc185544193ac9f02a4a9b6ae0748f2c \ + --hash=sha256:5fcca264f71450b911bf38e2a433d58dd52b4713e9bb59648ba7ffed357fbae3 \ + --hash=sha256:62d296ccb534f4dc883615199a151133a8cb345fa711f9c81e0ede2479c6fb43 \ + --hash=sha256:6730eaed7b475c57e934a596e57bdf388e91f870786d2138b8b77cc54903b8de \ + --hash=sha256:677134776b3f22eec7c23455730d551f4e434a433775cebfdfc72428b53d2d64 \ + --hash=sha256:68ab4dfee2f040b6da60af43569774dfee829e4ca14430d84004c51bf2f84f22 \ + --hash=sha256:7d2434d26f5eb76dba6883e00b011064922212a8f3e790176439eee2cdd84e52 \ + --hash=sha256:80da504c10b08161aa678389e1a43d4ea98cd975ed5b9cd1d3f8579d438880b2 \ + --hash=sha256:869271560a1249d5b05394b5a8e13ff992a84cf302411d9477479d17e5cbd61b \ + --hash=sha256:94fee100e5e4da91a9432928275ee07e667cb7de8ba3129e79cff51da6033305 \ + --hash=sha256:a0587a6e6ec6c124621c5db0865a48035096041fb512f4274dfd9fea3243fa49 \ + --hash=sha256:a767c842d2000aec84fbbce445f734f3dbf404c9d3473e17d4f3a3ac408c04d9 \ + --hash=sha256:a81f65c93f25954a9fcd6a47da5e79f0caa5d1a87ae460357e4263364edd2726 \ + --hash=sha256:b36ebc5bffcd39792f5d1498093c1ef237a5827f6db34d0619d5ba78b2135945 \ + --hash=sha256:b5005b666adbd2e50984875123f1f8eebd04d8633ca16a264e8d5981e526e0ae \ + --hash=sha256:b72d95105f2f443abe45bb9c576b3474a7bfb60110859dd81fe752f546a1d5f4 \ + --hash=sha256:b80be97e17c2f5f977c6b670f9bea36f78b02b24611e4270cd690cf91516715b \ + --hash=sha256:b8b9242e57d00a400ed3417c500bf4434774b49cae2c63028ed93c4a1f62f48d \ + --hash=sha256:badb33a8d3f65bce02b235c2b1b29aa47d1ea73c27fbaad96a16c1ca482b91e6 \ + --hash=sha256:bc9099043a6b6a963b51d59685bb74e2c722bf64a70e70a9a63a6967e2f8f2a7 \ + --hash=sha256:bd4f07779f927b86e930d94c30eef3fa145740080413a05d69d00380ad383364 \ + --hash=sha256:be7168ae749d75ba08eb285281d27ed70974c07c87d4ed685f83ea1c5d55b2d2 \ + --hash=sha256:c79b977a5339389e3e3cc1782abbf8fc27145c5556c7ef11cb62fe0087e50632 \ + --hash=sha256:c957b2804be6a7ba28b996c4cb00b744624d4b78de8461ef7788f8f8e502828e \ + --hash=sha256:ce2be416ecad55db357e4673dbb953a9f1d7dd40037e45408eace8cb4f87fd3f \ + --hash=sha256:d3f00e3580f631182f42029987860e9c82af0a17658cae3a794a08482ba34816 \ + --hash=sha256:dba69fb947ded7e80c4909a512046c147ebd1fbc61a9e8b4ab3ee71c1d8c5249 \ + --hash=sha256:de12e45377f9b72c48cfd7d2f7b2f9fb7aec4a115592066eb83c7aaf5b218248 \ + --hash=sha256:e250a3198693dd0a66f00ee7e2ab24fc2ba980e561169e488d1c50f194324db0 \ + --hash=sha256:f1ce019c94d86a34c2987ef533f97cbe13a27b890c736edc5e32f436085c70e7 \ + --hash=sha256:f2c7f1710fb35942a0503a99813faefb742fb66de2787c398351d99afa0fdfe4 \ + --hash=sha256:f317b93df904a3d679932d1b97fb402475e9345eea5954035a522ed0f9ac593e \ + --hash=sha256:f3dfbec029ea099f3a06eb1a8eaf055bbc925729527670f70094e08584cee900 \ + --hash=sha256:f9f21472e7661e62c9d9ce896fe15d6a59ced7a21d4d5cf5a696ec0426c16b09 + # via awkward +botorch==0.18.1 \ + --hash=sha256:f3e444efae2622b3ad88a5efe1859583ba2cd0913761f76677a189b2fd1aee99 \ + --hash=sha256:fa1cd4483fbc21087dcc40088b6031661e46ce5fe9d0b47a56ebcd578c260f33 + # via -r requirements.txt +certifi==2026.6.17 \ + --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \ + --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db + # via + # httpcore + # httpx + # requests +charset-normalizer==3.4.9 \ + --hash=sha256:0327fcd59a935777d83410750c50600ee9571af2846f71ce40f25b13da1ef380 \ + --hash=sha256:03d07803992c6c7bbc976327f34b18b6160327fc81cb82c9d504720ac0be3b62 \ + --hash=sha256:04ce310cb89c15df659582aee80a0603788732a5e017d5bd5c81158106ce249c \ + --hash=sha256:0d861473f743244d349b50f850d10eb87aeb22bbdcc8e64f79273c94af5a8226 \ + --hash=sha256:0e94703ec9684807f20cfb5eed95c70f67f2a8f21ad620146d7b5a13677b93e5 \ + --hash=sha256:0fa1aec2d32bcc03c8fa0f6f1712caad1adc38509f31142112e5c9daf5b9c833 \ + --hash=sha256:16b65ea0f2465b6fb52aa22de5eca612aa964ddfec00a912e26f4656cbef890b \ + --hash=sha256:16d10d789dd9bcca1173c95af82c58433122564b7bc39385124be735a35cbe99 \ + --hash=sha256:19ac87f93086ce37b86e098888555c4b4bc48102279bae3350098c0ed664b501 \ + --hash=sha256:1d22856ffbe153a602df38e4a5464f0b748a54002e0d69ac6d2ad0a197cc99ec \ + --hash=sha256:21e764fd1e70b6a3e205a0e46f3051701f98a8cb3fad66eeb80e48bb502f8698 \ + --hash=sha256:231ddcbb35e2ff8973e1365db41fe0572662893b99a05deb183b68ad4c0c8bd4 \ + --hash=sha256:253a4a220747e8b5faf57ec320c4f5efb0cef05f647420bf267143ec15dba10a \ + --hash=sha256:280081916dc341820640489a66e4696049401ef1cf6dd672f672e70ad915aca3 \ + --hash=sha256:2a441ea71902098ffe78c5abe6c494f44160b4af614ed16c3d9a3b1d17fd8ee2 \ + --hash=sha256:304b13570067b2547562e308af560b3963857b1fa90bd6afd978130130fe2d6a \ + --hash=sha256:32286a2c8d167e897177b673176c1e3e00d4057caf5d2b64eef9a3666b03018e \ + --hash=sha256:33bdcc2a32c0a0e861f60841a512c8acc658c87c2ac59d89e3a46dacf7d866e4 \ + --hash=sha256:375b83ed0aecfce76c16d198fbc21f3b11b337d68662bea0a995046682a11419 \ + --hash=sha256:3c09a49d6cde137258beb3d551994a2927fd35ad5cf96aed573f61bbd67c5f84 \ + --hash=sha256:3d92613ec25e43b05f042302531ec0f00b8445190e43325880cbd6ab7c2581da \ + --hash=sha256:40a126142a56b2dfc0aacbad1de8310cbf60da7656db0e6b16eebd48e3e93519 \ + --hash=sha256:416c229f77e5ea25b3dfd4b582f8d73d7e43c22320302b9ab128a2d3a0b38efe \ + --hash=sha256:432786d3561e69aeeae6c7e8648964ce0ad05736120135601f87ac26b9c83381 \ + --hash=sha256:43b9e366a31fdd1c87d0eb08f579b4a82b723ea54338f040d6b4e518a026ea29 \ + --hash=sha256:440eede837960000d74978f0eba527be106b5b9aee0daf779d395276ed0b0614 \ + --hash=sha256:45b0cc4e3556cd875e09102988d1ab8356c998b596c9fced84547c8138b487a0 \ + --hash=sha256:476743fe6dfe14a2da12e3ac79125dc84a3b2cf8094369a47a1529b0cd8549fe \ + --hash=sha256:4773092f8019072343a7447203308b176e10199920eb02d6195e81bbb3274c29 \ + --hash=sha256:4b3dac63058cc36820b0dd072f89898604e2d39686fe05321729d00d8ac185a0 \ + --hash=sha256:4d1c96a7a18b9690a4d46df09e3e3382406ae3213727cd1019ebade1c4a81917 \ + --hash=sha256:51307f5c71007673a2bf8232ad973483d281e74cb99c8c5a990af1eefa6277d9 \ + --hash=sha256:51447e9aa2684679af07ca5021c3db526e0284347ebf4ffcec1154c3350cfe32 \ + --hash=sha256:58150c9f9b9a552505912d182ccdf26f6396fb6094816ceebcbb20eecabaed94 \ + --hash=sha256:5b10cd92fc5c498b35a8635df6d5a100207f88b63a4dc1de7ef9a548e1e2cd63 \ + --hash=sha256:5e226f6218febc71f6c1fc2fafb91c226f75bdc1d8fb12d66823716e891608fd \ + --hash=sha256:609b3ba8fcc0fb5ab7af00719d0fb6ad0cb518e48e7712d12fd68f1327951198 \ + --hash=sha256:60f44ade2cf573dad7a277e6f8ca9a51a21dda572b13bd7d8539bb3cd5dbedde \ + --hash=sha256:611057cc5d5c0afc743ba8be6bd828c17e0aaa8643f9d0a9b9bb7dea80eb8012 \ + --hash=sha256:6366a16e1a25018694d6a5d784d09b046edc9eac40ea2b54065c3052672516a1 \ + --hash=sha256:65a7ff3f705e57d392f7261b6d0550fe137c3019477431f1c355e0db0a7d3e15 \ + --hash=sha256:673611bbd43f0810bec0b0f028ddeaaa501190339cac411f347ac76917c3ae7b \ + --hash=sha256:67830fc78e67501f47bb950471b2dcb9b35b140084429318e862895a8e89c993 \ + --hash=sha256:68ce9f4d6b26d5ccbf7fd4459bf75f74a0a146677ebba80597df60cbdb20e6f4 \ + --hash=sha256:68e5f26a1ad57ded6d1cfb85331d1c1a195314756471d97758c48498bb4dcdf5 \ + --hash=sha256:69b157c5d3292bcd443faca052f3096f637f1e074b98212a933c074ae23dc3b8 \ + --hash=sha256:75286256590a6320cf106a0d28970d3560aad9ee09aa7b34fb40524792436d35 \ + --hash=sha256:78841cccf1af7b40f6f716338d50c0902dbe88d9f800b3c973b7a9a0a693a642 \ + --hash=sha256:78fa18e436a1a0e58dbd7e02fc4473f3f32cceb12df9dfca542d075961c307d2 \ + --hash=sha256:79580094b00d1789d1f93ea55bc43cb2f611910c72235b7657f3482ddcc1b22d \ + --hash=sha256:7b86a2b16095d250c6f58b3d9b2eee6f4147754344f3dab0922f7c9bf7d226c9 \ + --hash=sha256:83aed2c10721ddd90f68140685391b50811a880af20654c59af6b6c66c40513c \ + --hash=sha256:84fd18bcc17526fc2b3c1af7d2b9217d32c9c04448c16ec693b9b4f1985c3d33 \ + --hash=sha256:871ff67ea1aad4dfd91736464934d56b32dac49f9fbe16cddba36198a7b3a0db \ + --hash=sha256:898f0e9068ca27d37f8e83a5b962821df851532e6c4a7d615c1c033f9da6eedf \ + --hash=sha256:8a79d9f4d8001473a30c163556b3c3bfebec837495a412dde78b51672f6134f9 \ + --hash=sha256:8c041122946b7ba21bb32c45b1aa57b1be35527690aeb3c5c234521085632eee \ + --hash=sha256:90c44bc373b7687f6948b693cceaea1348ae0975d7474746559494468e3c1d84 \ + --hash=sha256:9104ed0bd76a429d46f9ec0dbc9b08ad1d2dcdf2b00a5a0daa1c145329b35b44 \ + --hash=sha256:920079c3f7456fa213e0829ed2073aaa727fd39d889ead5b4f35d0de5460d04f \ + --hash=sha256:93d59d504b230e83c7a843251681959a0b6a9cd76f6e146ce1b8a80eb8739af9 \ + --hash=sha256:9b2aff1c7b3884512b9512c3eaadd9bab39fb45042ffaaa1dd08ff2b9f8109d9 \ + --hash=sha256:9b8e0f3107e2200b76f6054de99016eac3ee6762713587b36baaa7e4bd2ae177 \ + --hash=sha256:9bb41182d93ea91f60b4bc8fbf4c820c69ef8a12ab2d917f3f1834f1acad07e8 \ + --hash=sha256:9cdef90ae47919cae358d8ab15797a800ed41da7aba5d72419fb510729e2ed4b \ + --hash=sha256:a1786910334ed46ab1dd73222f2cd1e05c2c3bb39f6dddb4f8b36fc382058a39 \ + --hash=sha256:a4cfde78a9f2880208d16a93b795726a3017d5977e08d1e162a7a31322479c41 \ + --hash=sha256:a4fbdde9dd4a9ce5fd52c2b3a347bb50cc89483ef783f1cb00d408c13f7a96c0 \ + --hash=sha256:aa99adc8f081b475a12843953db36831eaf83ec33eb46a90629ca6a5de45a616 \ + --hash=sha256:ac351b3b8014eead140e77e9717e2992c6bbe30b63bc3422422eb84865412e3d \ + --hash=sha256:ad41ba96094304aa090f5a30cb6e4fb3b3f1c264c523394b4c39bbacc4dc92ba \ + --hash=sha256:b5314963fce9b0b12743891de876e724997864ee22aa496f903f426c7e2fa5b2 \ + --hash=sha256:bcf74c1df76758a395bf0af608c04c82257523f55c9868b334f06270d0f2112b \ + --hash=sha256:bd47ba7fc3ca94896759ea0109775132d3e7ab921fbf54038e1bab2e46c313c9 \ + --hash=sha256:c0323c9daef75ef2e5083624b4585018a0c9d5e3b40f607eed81a311270b934b \ + --hash=sha256:c1225416b463483160e4af85d5fc3a9690ccb53fd4b1865a6437825f5ede3209 \ + --hash=sha256:c1c948747b03be832dceed96ca815cef7360de9aa19d37c730f8e3f6101aca48 \ + --hash=sha256:c25fe15c70c59eb7c5ce8c06a1f3fa1da0ecc5ea1e7a5922c40fd2fa9b0d5046 \ + --hash=sha256:cc1b0fff8ead343dae06305f954eb8468ba0ec1a97881f42489d198e4ce3c632 \ + --hash=sha256:cd6280cf040f233bd7d3407b743b4b4c74f70e8e1c4199cb112a62c941c0772a \ + --hash=sha256:cd6c3d4b783c556fa00bf540854e42f135e2f256abd29669fcd0da0f2dec79c2 \ + --hash=sha256:d4d6fcde76f94f5cb9e43e9e9a61f16dacefd228cbbf6f1a09bd9b219a92f1a1 \ + --hash=sha256:ddf4af30b417d9fe16481e9b81c27ab2a7cde1ff7ba3e85653b02db7d145dc7b \ + --hash=sha256:df115d4d83168fdf2cae48ef1ff6d1cb4c466364e30861b37121de0f3bf1b990 \ + --hash=sha256:df7276909358e5635ae203673ab7e509ddd224225a8d6b0790bf13eb2bde1cc5 \ + --hash=sha256:e4fd89cc178bced6ad29cb3e6dd4aa63fa5017c3524dbd0b25998fb64a87cc8b \ + --hash=sha256:e9701d0049d92c16703a42771b98d560b95248949f23f8cf7b4eddd201814fb9 \ + --hash=sha256:ee2f2a527e3c1a6e6411eb4209642e138b544a2d72fe5d0d76daf77b24063534 \ + --hash=sha256:f7fb7d750cfa0a070d2c24e831fd3481019a60dd317ea2b39acbcebc08b6ed81 \ + --hash=sha256:f840ed6d8ecba8255df8c42b87fadeda98ddfc6eeec05e2dc66e26d46dd6f58a \ + --hash=sha256:f86c6358749bd4fda175388691e3ba8c46e24c5347d0afd20f9b7edfc9faf07d \ + --hash=sha256:fa36ec09ef71d158186bc79e359ff5fdd6e7996fe8ab638f00d6b93139ba4fcf \ + --hash=sha256:fe2c7201c642b7c308f1675355ad7ff7b66acfe3541625efe5a3ad38f29d6115 + # via requests +contourpy==1.3.3 \ + --hash=sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69 \ + --hash=sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc \ + --hash=sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880 \ + --hash=sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a \ + --hash=sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8 \ + --hash=sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc \ + --hash=sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470 \ + --hash=sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5 \ + --hash=sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263 \ + --hash=sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b \ + --hash=sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5 \ + --hash=sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381 \ + --hash=sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3 \ + --hash=sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4 \ + --hash=sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e \ + --hash=sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f \ + --hash=sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772 \ + --hash=sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286 \ + --hash=sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42 \ + --hash=sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301 \ + --hash=sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77 \ + --hash=sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7 \ + --hash=sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411 \ + --hash=sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1 \ + --hash=sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9 \ + --hash=sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a \ + --hash=sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b \ + --hash=sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db \ + --hash=sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6 \ + --hash=sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620 \ + --hash=sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989 \ + --hash=sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea \ + --hash=sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67 \ + --hash=sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5 \ + --hash=sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d \ + --hash=sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36 \ + --hash=sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99 \ + --hash=sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1 \ + --hash=sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e \ + --hash=sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b \ + --hash=sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8 \ + --hash=sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d \ + --hash=sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7 \ + --hash=sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7 \ + --hash=sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339 \ + --hash=sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1 \ + --hash=sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659 \ + --hash=sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4 \ + --hash=sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f \ + --hash=sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20 \ + --hash=sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36 \ + --hash=sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb \ + --hash=sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d \ + --hash=sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8 \ + --hash=sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0 \ + --hash=sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b \ + --hash=sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7 \ + --hash=sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe \ + --hash=sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77 \ + --hash=sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497 \ + --hash=sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd \ + --hash=sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1 \ + --hash=sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216 \ + --hash=sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13 \ + --hash=sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae \ + --hash=sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae \ + --hash=sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77 \ + --hash=sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3 \ + --hash=sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f \ + --hash=sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff \ + --hash=sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9 \ + --hash=sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a + # via matplotlib +cramjam==2.11.0 \ + --hash=sha256:028400d699442d40dbda02f74158c73d05cb76587a12490d0bfedd958fd49188 \ + --hash=sha256:033be66fdceb3d63b2c99b257a98380c4ec22c9e4dca54a2bfec3718cd24e184 \ + --hash=sha256:03a7316c6bf763dfa34279335b27702321da44c455a64de58112968c0818ec4a \ + --hash=sha256:045201ee17147e36cf43d8ae2fa4b4836944ac672df5874579b81cf6d40f1a1f \ + --hash=sha256:04cfa39118570e70e920a9b75c733299784b6d269733dbc791d9aaed6edd2615 \ + --hash=sha256:092a3ec26e0a679305018380e4f652eae1b6dfe3fc3b154ee76aa6b92221a17c \ + --hash=sha256:0a70ff17f8e1d13f322df616505550f0f4c39eda62290acb56f069d4857037c8 \ + --hash=sha256:0cf1b5a81b21ea175c976c3ab09e00494258f4b49b7995efc86060cced3f0b2e \ + --hash=sha256:0ee47c220f0f5179ddc923ab91fc9e282c27b29fabc60c433dfe06f08084f798 \ + --hash=sha256:11eb40722b3fcf3e6890fba46c711bf60f8dc26360a24876c85e52d76c33b25b \ + --hash=sha256:13240b3dea41b1174456cb9426843b085dc1a2bdcecd9ee2d8f65ac5703374b0 \ + --hash=sha256:1789a057b6d09acf112c1c84701fc03ba5cc0fcf2ada786ce02a7e73dd466ca5 \ + --hash=sha256:17eb39b1696179fb471eea2de958fa21f40a2cd8bf6b40d428312d5541e19dc4 \ + --hash=sha256:193c6488bd2f514cbc0bef5c18fad61a5f9c8d059dd56edf773b3b37f0e85496 \ + --hash=sha256:19eb43e21db9dc42613599703c1a8e40b0170514a313f11f4c8be380425a1019 \ + --hash=sha256:1c6cea67f6000b81f6bd27d14c8a6f62d00336ca7252fd03ee16f6b70eb5c0d2 \ + --hash=sha256:1d77b9b0aca02a3f6eeeff27fcd315ca5972616c0919ee38e522cce257bcd349 \ + --hash=sha256:1e2400c09ba620e2ca91a903dbe907d75f6a1994d8337e9f3026778daa92b08d \ + --hash=sha256:1f6449f6de52dde3e2f1038284910c8765a397a25e2d05083870f3f5e7fc682c \ + --hash=sha256:1f71989668458fc327ac15396db28d92df22f8024bb12963929798b2729d2df5 \ + --hash=sha256:20c8684d2a693e3052532b9730d4399ba2ee212cacf3b961349aad35d13b0c8c \ + --hash=sha256:244c2ed8bd7ccbb294a2abe7ca6498db7e89d7eb5e744691dc511a7dc82e65ca \ + --hash=sha256:24758375cc5414d3035ca967ebb800e8f24604ececcba3c67d6f0218201ebf2d \ + --hash=sha256:2581e82dca742b55d8b1d7f33892394c06b057a74f2853ffcb0802dcddcbf694 \ + --hash=sha256:261e9200942189d8201a005ffa1e29339479364b5b0013ab0758b03229d9ac67 \ + --hash=sha256:26cb45c47d71982d76282e303931c6dd4baee1753e5d48f9a89b3a63e690b3a3 \ + --hash=sha256:28952fbbf8b32c0cb7fa4be9bcccfca734bf0d0989f4b509dc7f2f70ba79ae06 \ + --hash=sha256:2c289729cc1c04e88bafa48b51082fb462b0a57dbc96494eab2be9b14dca62af \ + --hash=sha256:2fa2fe41f48c4d58d923803383b0737f048918b5a0d10390de9628bb6272b107 \ + --hash=sha256:309e95bf898829476bccf4fd2c358ec00e7ff73a12f95a3cdeeba4bb1d3683d5 \ + --hash=sha256:320d61938950d95da2371b46c406ec433e7955fae9f396c8e1bf148ffc187d11 \ + --hash=sha256:360c00338ecf48921492455007f904be607fc7818de3d681acbcc542aae2fb36 \ + --hash=sha256:362fcf4d6f5e1242a4540812455f5a594949190f6fbc04f2ffbfd7ae0266d788 \ + --hash=sha256:36aa5a798aa34e11813a80425a30d8e052d8de4a28f27bfc0368cfc454d1b403 \ + --hash=sha256:3705888b7acacddd46886926fa390dd3df0e1d9e6fe273fd4edb4cbf8eb64735 \ + --hash=sha256:37bed927abc4a7ae2d2669baa3675e21904d8a038ed8e4313326ea7b3be62b2b \ + --hash=sha256:382dec4f996be48ed9c6958d4e30c2b89435d7c2c4dbf32480b3b8886293dd65 \ + --hash=sha256:387f09d647a0d38dcb4539f8a14281f8eb6bb1d3e023471eb18a5974b2121c86 \ + --hash=sha256:3c1aa56aef2c8af55a21ed39040a94a12b53fb23beea290f94d19a76027e2ffb \ + --hash=sha256:3d1ba626dd5f81f7f09bbf59f70b534e2b75e0d6582b056b7bd31b397f1c13e9 \ + --hash=sha256:405f8790bad36ce0b4bbdb964ad51507bfc7942c78447f25cb828b870a1d86a0 \ + --hash=sha256:40a75b95e05e38a2a055b2446f09994ce1139151721659315151d4ad6289bbff \ + --hash=sha256:41eafc8c1653a35a5c7e75ad48138f9f60085cc05cd99d592e5298552d944e9f \ + --hash=sha256:449fca52774dc0199545fbf11f5128933e5a6833946707885cf7be8018017839 \ + --hash=sha256:4526c4313306a264049e03e6c17b4e728a0647166dddbc1af7baf8e78a65721c \ + --hash=sha256:4820516366d455b549a44d0e2210ee7c4575882dda677564ce79092588321d54 \ + --hash=sha256:4b86f8e6d9c1b3f9a75b2af870c93ceee0f1b827cd2507387540e053b35d7459 \ + --hash=sha256:4b9a46eca804a51e8eb7b243c8e4513afc3b63aa60b69bc48e0efe6c648c4de0 \ + --hash=sha256:4efe919d443c2fd112fe25fe636a52f9628250c9a50d9bddb0488d8a6c09acc6 \ + --hash=sha256:4f8d82081ed7d8fe52c982bd1f06e4c7631a73fe1fb6d4b3b3f2404f87dc40fe \ + --hash=sha256:50e4a58635fa8c6897d84847d6e065eb69f92811670fc5e9f2d9e3b6279a02b6 \ + --hash=sha256:50e7d65533857736cd56f6509cf2c4866f28ad84dd15b5bdbf2f8a81e77fa28a \ + --hash=sha256:514e2c008a8b4fa823122ca3ecab896eac41d9aa0f5fc881bd6264486c204e32 \ + --hash=sha256:5251585608778b9ac8effed544933df7ad85b4ba21ee9738b551f17798b215ac \ + --hash=sha256:529d6d667c65fd105d10bd83d1cd3f9869f8fd6c66efac9415c1812281196a92 \ + --hash=sha256:52d5db3369f95b27b9f3c14d067acb0b183333613363ed34268c9e04560f997f \ + --hash=sha256:53fed080476d5f6ad7505883ec5d1ec28ba36c2273db3b3e92d7224fe5e463db \ + --hash=sha256:54c4637122e7cfd7aac5c1d3d4c02364f446d6923ea34cf9d0e8816d6e7a4936 \ + --hash=sha256:555eb9c90c450e0f76e27d9ff064e64a8b8c6478ab1a5594c91b7bc5c82fd9f0 \ + --hash=sha256:57286b289cd557ac76c24479d8ecfb6c3d5b854cce54ccc7671f9a2f5e2a2708 \ + --hash=sha256:5c82500ed91605c2d9781380b378397012e25127e89d64f460fea6aeac4389b4 \ + --hash=sha256:5eb0603d8f8019451fc00e1daf4022dfc9df59c16d2e68f925c77ac94555493b \ + --hash=sha256:5eb4ed3cea945b164b0513fd491884993acac2153a27b93a84019c522e8eda82 \ + --hash=sha256:5edf4c9e32493035b514cf2ba0c969d81ccb31de63bd05490cc8bfe3b431674e \ + --hash=sha256:619cd195d74c9e1d2a3ad78d63451d35379c84bd851aec552811e30842e1c67a \ + --hash=sha256:62ab4971199b2270005359cdc379bc5736071dc7c9a228581c5122d9ffaac50c \ + --hash=sha256:66425bc25b5481359b12a6719b6e7c90ffe76d85d0691f1da7df304bfb8ce45c \ + --hash=sha256:665b0d8fbbb1a7f300265b43926457ec78385200133e41fef19d85790fc1e800 \ + --hash=sha256:66a18f68506290349a256375d7aa2f645b9f7993c10fc4cc211db214e4e61d2b \ + --hash=sha256:6b1b751a5411032b08fb3ac556160229ca01c6bbe4757bb3a9a40b951ebaac23 \ + --hash=sha256:6c2eea545fef1065c7dd4eda991666fd9c783fbc1d226592ccca8d8891c02f23 \ + --hash=sha256:6eb3ae5ab72edb2ed68bdc0f5710f0a6cad7fd778a610ec2c31ee15e32d3921e \ + --hash=sha256:724aa7490be50235d97f07e2ca10067927c5d7f336b786ddbc868470e822aa25 \ + --hash=sha256:72524cd27e67cf95d9c6bb5eacf47cf78473554f74685f57ccabb368988d91bc \ + --hash=sha256:753710ae1f33b1a34178d104b7e1ac0a94a3f386d14dc24305663f63dc67cabc \ + --hash=sha256:75b07d36ee034f05e3566878d83f3043d8297dad67937ada15c504ac3e50f9fd \ + --hash=sha256:7855bc4df5ed5f7fb1c98ea3fd98292e9acd3c097b1b21d596a69e1e60455400 \ + --hash=sha256:78ed2e4099812a438b545dfbca1928ec825e743cd253bc820372d6ef8c3adff4 \ + --hash=sha256:7a6ed7926a5cca28edebad7d0fedd2ad492710ae3524d25fc59a2b20546d9ce1 \ + --hash=sha256:7ba5e38c9fbd06f086f4a5a64a1a5b7b417cd3f8fc07a20e5c03651f72f36100 \ + --hash=sha256:7d5c8bfb438d94e7b892d1426da5fc4b4a5370cc360df9b8d9d77c33b896c37e \ + --hash=sha256:7d9aecd5c3845d415bd6c9957c93de8d93097e269137c2ecb0e5a5256374bdc8 \ + --hash=sha256:84265f2221e83fb1e41a8e33788c06e3ba22629e88644d0841a470cc28baa3f7 \ + --hash=sha256:86dca35d2f15ef22922411496c220f3c9e315d5512f316fe417461971cc1648d \ + --hash=sha256:9115f7a4ba2f110e9dcda72a43adaeba202f42cf181877bcf3eecca359576bfe \ + --hash=sha256:966ac9358b23d21ecd895c418c048e806fd254e46d09b1ff0cdad2eba195ea3e \ + --hash=sha256:98aa4a351b047b0f7f9e971585982065028adc2c162c5c23c5d5734c5ccc1077 \ + --hash=sha256:9ca14cf1cabdb0b77d606db1bb9e9ca593b1dbd421fcaf251ec9a5431ec449f3 \ + --hash=sha256:9f995c6b638255c9301166ed7033cb8fe0f34043a46b8e6a055a56b8a38c2114 \ + --hash=sha256:a24c61f1fad56ca68aee53bf67b6a84cd762a2c71ee4b71064378547c2411ae6 \ + --hash=sha256:a4963dac24213690183110d6b41125fdc4af871a5a213589d6c6606d49e1b949 \ + --hash=sha256:a6d9a23a35b3a105c42a8de60fc2e80281ae6e758f05a3baea0b68eb1ddcb679 \ + --hash=sha256:a88bc9b191422cd5b22a1521b28607008590628b6b2a8a7db5c54ec04dc82fa1 \ + --hash=sha256:a8949f97ab445d8aa2ccbeab244b46257114d38b6860210b2109b7e5b3ff2c5e \ + --hash=sha256:a9994a42cd12f07ece04eff94dbf6e127b3986f7af9b26db1eb4545c477a6604 \ + --hash=sha256:ab86d22f69a21961f35d1a1b02278b5bb9a95c5f5b4722c6904bca343c8d219f \ + --hash=sha256:ad52784120e7e4d8a0b5b0517d185b8bf7f74f5e17272857ddc8951a628d9be1 \ + --hash=sha256:aeb26e2898994b6e8319f19a4d37c481512acdcc6d30e1b5ecc9d8ec57e835cb \ + --hash=sha256:b1f893014f00fe5e89a660a032e813bf9f6d91de74cd1490cdb13b2b59d0c9a3 \ + --hash=sha256:b820004db8b22715cee2ef154d4b47b3d76c4677ff217c587dd46f694a3052f9 \ + --hash=sha256:b8adeee57b41fe08e4520698a4b0bd3cc76dbd81f99424b806d70a5256a391d3 \ + --hash=sha256:b96a74fa03a636c8a7d76f700d50e9a8bc17a516d6a72d28711225d641e30968 \ + --hash=sha256:bd748d3407ec63e049b3aea1595e218814fccab329b7fb10bb51120a30e9fb7e \ + --hash=sha256:bf81b2e517baadf41eb85c4762ae596dd1dd2c852988ce86a2df6aa7e31d9228 \ + --hash=sha256:c26a1eb487947010f5de24943bd7c422dad955b2b0f8650762539778c380ca89 \ + --hash=sha256:c3811a56fa32e00b377ef79121c0193311fd7501f0fb378f254c7f083cc1fbe0 \ + --hash=sha256:c54eed83726269594b9086d827decc7d2015696e31b99bf9b69b12d9063584fe \ + --hash=sha256:c5d927e87461f8a0d448e4ab5eb2bca9f31ca5d8ea86d70c6f470bb5bc666d7e \ + --hash=sha256:c71e140d5eb3145d61d59d0be0bf72f07cc4cf4b32cb136b09f712a3b1040f5f \ + --hash=sha256:c77570660abcf3b8931b258d57b600b3484795977797009bed112f0d7b6933bf \ + --hash=sha256:c9af16f0b07d851b968c54e52d19430d820bb47c26d10a09cfb5c7127de26773 \ + --hash=sha256:ca905387c7a371531b9622d93471be4d745ef715f2890c3702479cd4fc85aa51 \ + --hash=sha256:cb148b35ab20c75b19a06c27f05732e2a321adbd86fadc93f9466dbd7b1154a7 \ + --hash=sha256:cb1fb8c9337ab0da25a01c05d69a0463209c347f16512ac43be5986f3d1ebaf4 \ + --hash=sha256:ccec3524ea41b9abd5600e3e27001fd774199dbb4f7b9cb248fcee37d4bda84c \ + --hash=sha256:ccf30e3fe6d770a803dcdf3bb863fa44ba5dc2664d4610ba2746a3c73599f2e4 \ + --hash=sha256:cec977d673ad596bae6bdfc0091ee386cef05b515b23f2ce52f9fadd0156186a \ + --hash=sha256:d0859c65775e8ebf2cbc084bfd51bd0ffda10266da6f9306451123b89f8e5a63 \ + --hash=sha256:d388bd5723732c3afe1dd1d181e4213cc4e1be210b080572e7d5749f6e955656 \ + --hash=sha256:d87d37b3d476f4f7623c56a232045d25bd9b988314702ea01bd9b4a94948a778 \ + --hash=sha256:d9e5db525dc0a950a825202f84ee68d89a072479e07da98795a3469df942d301 \ + --hash=sha256:dba5c14b8b4f73ea1e65720f5a3fe4280c1d27761238378be8274135c60bbc6e \ + --hash=sha256:dca88bc8b68ce6d35dafd8c4d5d59a238a56c43fa02b74c2ce5f9dfb0d1ccb46 \ + --hash=sha256:dcc3b15b97f3054964b47e2a5fcfb4f5ff569e9af0a7af19f1d4c5f4231bbf3b \ + --hash=sha256:df7da3f4b19e3078f9635f132d31b0a8196accb2576e3213ddd7a77f93317c20 \ + --hash=sha256:e5d042c376d2025300da37d65192d06a457918b63b31140f697f85fd8e310b29 \ + --hash=sha256:e5db59c1cdfaa2ab85cc988e602d6919495f735ca8a5fd7603608eb1e23c26d5 \ + --hash=sha256:ee36348a204f0a68b03400f4736224e9f61d1c6a1582d7f875c1ca56f0254268 \ + --hash=sha256:ee77ac543f1e2b22af1e8be3ae589f729491b6090582340aacd77d1d757d9569 \ + --hash=sha256:f1f5c450121430fd89cb5767e0a9728ecc65997768fd4027d069cb0368af62f9 \ + --hash=sha256:f31fcc0d30dc3f3e94ea6b4d8e1a855071757c6abf6a7b1e284050ab7d4c299c \ + --hash=sha256:f6a32313a5fdbc4fc4fd681a1895d55ee4bf81275e88638b1643b54ecf850cbe \ + --hash=sha256:f8195006fdd0fc0a85b19df3d64a3ef8a240e483ae1dfc7ac6a4316019eb5df2 + # via uproot +cycler==0.12.1 \ + --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \ + --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c + # via matplotlib +distro==1.9.0 \ + --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \ + --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2 + # via langsmith +filelock==3.29.0 \ + --hash=sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90 \ + --hash=sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258 + # via torch +fonttools==4.63.0 \ + --hash=sha256:032038247a96c1690f9f31e377c389383c902531b085aa4e4dabd6f57f870e69 \ + --hash=sha256:063e08bd17bd5a90127a14123de0d6a952dbc847695fd98b63c043d58057f90c \ + --hash=sha256:0c18358a155d75034911c5ee397a5b44cd19dd325dbb8b35fb60bf421d6a72ac \ + --hash=sha256:0eac00b9118c3c2f87d272e45341871c5b3066baa3c86897fa634a7c3fb59096 \ + --hash=sha256:1e874792a8212b44583ea02189d9e693906b2f78b261f372f95d6c563210ac1d \ + --hash=sha256:22135da48a348785c5e2d5d2d9d6bec5ed44adacbaeb9db12d9493bf6c6bfa68 \ + --hash=sha256:22693918177bd9ceabec4736d338045f357769416fc6b0b2508eefef75b08616 \ + --hash=sha256:27fdc65af8da6f88b9c6121c47a464cbe359fcfff7ff6fc2d37a1f395d755b78 \ + --hash=sha256:2b8ae05d9eacf6081414d759c0a352769ac28ce31280d6bb8e77b03f9e3c449f \ + --hash=sha256:2c14b4fd138c4bafcca294765c547914e1aa431ae1ca94ab99d8db08c958bd3b \ + --hash=sha256:308f957cdeaf8abe4e5f2f124902ef405448af92c90f80e302a3b771c2e6116b \ + --hash=sha256:37dd23e621e3b0aef1baa70a303b80aaf38449632cfc8fd2a55fb285bbccfc02 \ + --hash=sha256:445af2eab030a16b9171ea8bdda7ebf7d96bda2df88ee182a464252f6e05e20d \ + --hash=sha256:51394295f1a51de8b5f30bdb1e1b9a4231536c7064ef5c6e211eec19fa36036f \ + --hash=sha256:58dc6bb86a78d782f00f9190ca02c119cf5bbe2807536e361e18d42019f877d8 \ + --hash=sha256:59ac449f8cca9b4ffa08d2e7bbadad87ce710d69d1eda5c3c1ce579baa987272 \ + --hash=sha256:6b2248c5decb223562f7902ff6325077a073f608ee8e33e88ad88db734eb9f49 \ + --hash=sha256:6d4741eb179121cab9eea4cb2393d24492373a260d7945006358c08cfbf45419 \ + --hash=sha256:6db5140a60a5d731d21ec076745b40a310607731b0a565b50776393188649001 \ + --hash=sha256:6e528da43bc3791085f8cb6141b1d13e459226790240340fcbb4625649238b03 \ + --hash=sha256:796f27556dbe094c4824f75ca85267e4df776c79036c8441469a4df37038c196 \ + --hash=sha256:79cdc9f567aec74a72918fd060283911406750cbc9fd28c1316023deb6ce31a9 \ + --hash=sha256:7d76edbff9014094dbf03bd2d074709dfa6ec7aba13d838c937a2b33d2d6a86e \ + --hash=sha256:7d782fac32985914c351556f68ac0855391572bcd87de50e05970d3cd4c96fc5 \ + --hash=sha256:7dd683fef0663e9f0f45cf541d788d24caa3ec9db50796b588e1757d8b3bc007 \ + --hash=sha256:85be818f5506e8a7753153def2c9550178f0ecae6a47b5e0e8dbb23f7cc90380 \ + --hash=sha256:948428a275741f0b64b113c955425a953314f4b9ab9997f73a72c83e68e569c8 \ + --hash=sha256:9ced0bd02ac751dd6319b0da88aaef24414e3b0dbc32bb4f24944821a3741a27 \ + --hash=sha256:9e12f105d2b6342c559c298afb674006bb2893afc7102dcf8a1b55b0486b4e40 \ + --hash=sha256:a8b33a82979e0a6a34ff435cc81317be1f95ec1ebb7a3a2d1c8a6a54f02ae44e \ + --hash=sha256:a9faff9e0c1f76f9fd55899d2ce785832efebab37eb8ae13995853aef178bef0 \ + --hash=sha256:af2fd1664d00a397d75f806985ddb36282091c2131a73a6485c23b4a34722263 \ + --hash=sha256:afefc1ed0a59785a7fb06ea7e1678e849c193e1e387db783579bc7b3056fcfcb \ + --hash=sha256:b1cd75a03ad8cb5bc40c90bfde68c0c47de423aa19e5c0f362b43520645eea94 \ + --hash=sha256:ba04cb5891d4c0c21b6da95eda8d7b090021508a294fff33464fc7d241e0856b \ + --hash=sha256:bf00f21eb5fb721dbaf73d1e9da6d02a1af7768f2ebcf9798be98beab8ba90f6 \ + --hash=sha256:c0425b277a59cff3d80ca42162a8de360f318438a2ac83570842a678d826d579 \ + --hash=sha256:c1aaa4b9c75798400ac043ce04d74e7830376c85095a5a6ed7cba2f17a266bf4 \ + --hash=sha256:c2a2a42198b696a6f48fad91709afb55176e66a5e566131219dba372fb7f8c59 \ + --hash=sha256:caeb583deeb5168e694b65cda8b4ee62abedfa66cf88488734466f2366b9c4e0 \ + --hash=sha256:cb014d58140a38135f16064c74c652ed57aa0b75cbf8bb59cac821f7edb5334e \ + --hash=sha256:ccf41f2efdf56994d22d73bef4ced1052161958169428d06ba9724ea9e9a64be \ + --hash=sha256:cd7e9857e5e63738b9d9fd707bc1f59c8b09e5177726d23664db393c59bb08bd \ + --hash=sha256:d76ac49f929aecaf82d83250b8347e099d7aecba0f4726c1d9b6df3b8bb5fe18 \ + --hash=sha256:d7e5c9973aa04c95650c96e5f5ad865fbf42d62079163ecfab1e01cbc2504c22 \ + --hash=sha256:dcf076a4474fe0d7367e5bbf5b052c7284fa1feca729c04176ce513521afd8a0 \ + --hash=sha256:e3297a6a4059b4acc3a1e9a8b04741f240a80044eef08ebd32e8b5bcdddce75b \ + --hash=sha256:ee08ebfa58f6e1aeff5697ab9582105bb620008c1caafb681e4c557e7483027b \ + --hash=sha256:ef3048ef05dbb552b89817713d9cac912e00d0fde4a3105c00d29e52e10c89af \ + --hash=sha256:fd1e3094f42d806d3d7c79162fc59e5910fcbe3a7360c385b8da969bc4493745 + # via matplotlib +fsspec==2026.4.0 \ + --hash=sha256:11ef7bb35dab8a394fde6e608221d5cf3e8499401c249bebaeaad760a1a8dec2 \ + --hash=sha256:301d8ac70ae90ef3ad05dcf94d6c3754a097f9b5fe4667d2787aa359ec7df7e4 + # via + # awkward + # torch + # uproot +gpytorch==1.15.2 \ + --hash=sha256:2112fdc7c0c0bf56a7f2444663cfc80fdfc3e19724399d6303a83d8efdd71e9e \ + --hash=sha256:380625e93f851b85f772b25c5fb0a6c6d2e3eb2ef667f1e566ab4f95b8775361 + # via + # -r requirements.txt + # botorch +h11==0.16.0 \ + --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \ + --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86 + # via httpcore +httpcore==1.0.9 \ + --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \ + --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8 + # via httpx +httpx==0.28.1 \ + --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \ + --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad + # via + # langgraph-sdk + # langsmith +idna==3.18 \ + --hash=sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2 \ + --hash=sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848 + # via + # anyio + # httpx + # requests +importlib-metadata==9.0.0 \ + --hash=sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7 \ + --hash=sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc + # via awkward +jinja2==3.1.6 \ + --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67 + # via torch +joblib==1.5.3 \ + --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713 \ + --hash=sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3 + # via scikit-learn +jsonpatch==1.33 \ + --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade \ + --hash=sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c + # via langchain-core +jsonpointer==3.1.1 \ + --hash=sha256:0b801c7db33a904024f6004d526dcc53bbb8a4a0f4e32bfd10beadf60adf1900 \ + --hash=sha256:8ff8b95779d071ba472cf5bc913028df06031797532f08a7d5b602d8b2a488ca + # via jsonpatch +kiwisolver==1.5.0 \ + --hash=sha256:012b1eb16e28718fa782b5e61dc6f2da1f0792ca73bd05d54de6cb9561665fc9 \ + --hash=sha256:01808c6d15f4c3e8559595d6d1fe6411c68e4a3822b4b9972b44473b24f4e679 \ + --hash=sha256:0255a027391d52944eae1dbb5d4cc5903f57092f3674e8e544cdd2622826b3f0 \ + --hash=sha256:0b85aad90cea8ac6797a53b5d5f2e967334fa4d1149f031c4537569972596cb8 \ + --hash=sha256:0bf3acf1419fa93064a4c2189ac0b58e3be7872bf6ee6177b0d4c63dc4cea276 \ + --hash=sha256:0c50b89ffd3e1a911c69a1dd3de7173c0cd10b130f56222e57898683841e4f96 \ + --hash=sha256:0cbe94b69b819209a62cb27bdfa5dc2a8977d8de2f89dfd97ba4f53ed3af754e \ + --hash=sha256:0df54df7e686afa55e6f21fb86195224a6d9beb71d637e8d7920c95cf0f89aac \ + --hash=sha256:0e3aafb33aed7479377e5e9a82e9d4bf87063741fc99fc7ae48b0f16e32bdd6f \ + --hash=sha256:12e91c215a96e39f57989c8912ae761286ac5a9584d04030ceb3368a357f017a \ + --hash=sha256:1465387ac63576c3e125e5337a6892b9e99e0627d52317f3ca79e6930d889d15 \ + --hash=sha256:16b85d37c2cbb3253226d26e64663f755d88a03439a9c47df6246b35defbdfb7 \ + --hash=sha256:1b0feb50971481a2cc44d94e88bdb02cdd497618252ae226b8eb1201b957e368 \ + --hash=sha256:1d49a49ac4cbfb7c1375301cd1ec90169dfeae55ff84710d782260ce77a75a02 \ + --hash=sha256:1d9daea4ea6b9be74fe2f01f7fbade8d6ffab263e781274cffca0dba9be9eec9 \ + --hash=sha256:1dd9b0b119a350976a6d781e7278ec7aca0b201e1a9e2d23d9804afecb6ca681 \ + --hash=sha256:1f1489f769582498610e015a8ef2d36f28f505ab3096d0e16b4858a9ec214f57 \ + --hash=sha256:2517e24d7315eb51c10664cdb865195df38ab74456c677df67bb47f12d088a27 \ + --hash=sha256:295d9ffe712caa9f8a3081de8d32fc60191b4b51c76f02f951fd8407253528f4 \ + --hash=sha256:2a075bd7bd19c70cf67c8badfa36cf7c5d8de3c9ddb8420c51e10d9c50e94920 \ + --hash=sha256:32cc0a5365239a6ea0c6ed461e8838d053b57e397443c0ca894dcc8e388d4374 \ + --hash=sha256:332b4f0145c30b5f5ad9374881133e5aa64320428a57c2c2b61e9d891a51c2f3 \ + --hash=sha256:377815a8616074cabbf3f53354e1d040c35815a134e01d7614b7692e4bf8acfa \ + --hash=sha256:38f4a703656f493b0ad185211ccfca7f0386120f022066b018eb5296d8613e23 \ + --hash=sha256:3ac2360e93cb41be81121755c6462cff3beaa9967188c866e5fce5cf13170859 \ + 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--hash=sha256:9027d773c4ff81487181a925945743413f6069634d0b122d0b37684ccf4f1e18 \ + --hash=sha256:9190426b7aa26c5229501fa297b8d0653cfd3f5a36f7990c264e157cbf886b3b \ + --hash=sha256:940dda65d5e764406b9fb92761cbf462e4e63f712ab60ed98f70552e496f3bf1 \ + --hash=sha256:94eff26096eb5395136634622515b234ecb6c9979824c1f5004c6e3c3c85ccd2 \ + --hash=sha256:9eed0f7edbb274413b6ee781cca50541c8c0facd3d6fd289779e494340a2b85c \ + --hash=sha256:ad4ae4ffd1ee9cd11357b4c66b612da9888f4f4daf2f36995eda64bd45370cac \ + --hash=sha256:b0f172dc8ffaccb8522d7c5d899de00133f2f1ca7b0a49b7da98e901de87bf2d \ + --hash=sha256:b2af221f268f5af85e776a73d62b0845fc8baf8ef0abfae79d29c77d0e776aaf \ + --hash=sha256:b7d335370ae48a780c6e6a6bbfa97342f563744c39c35562f3f367665f5c1de2 \ + --hash=sha256:b83af57bdddef03c01a9138034c6ff03181a3028d9a1003b301eb1a55e161a3f \ + --hash=sha256:bb5136fb5352d3f422df33f0c879a1b0c204004324150cc3b5e3c4f310c9049f \ + --hash=sha256:bc4d8e252f532ab46a1de9349e2d27b91fce46736a9eedaa37beaca66f574ed4 \ + --hash=sha256:bdd3e53429ff02aa319ba59dfe4ceeec345bf46cf180ec2cf6fd5b942e7975e9 \ + --hash=sha256:be12f931839a3bdfe28b584db0e640a65a8bcbc24560ae3fdb025a449b3d754e \ + --hash=sha256:be4a51a55833dc29ab5d7503e7bcb3b3af3402d266018137127450005cdfe737 \ + --hash=sha256:beb7f344487cdcb9e1efe4b7a29681b74d34c08f0043a327a74da852a6749e7b \ + --hash=sha256:bf4679a3d71012a7c2bf360e5cd878fbd5e4fcac0896b56393dec239d81529ed \ + --hash=sha256:c0e1403fd7c26d77c1f03e096dc58a5c726503fa0db0456678b8668f76f521e3 \ + --hash=sha256:c31c13da98624f957b0fb1b5bae5383b2333c2c3f6793d9825dd5ce79b525cb7 \ + --hash=sha256:c438f6ca858697c9ab67eb28246c92508af972e114cac34e57a6d4ba17a3ac08 \ + --hash=sha256:c8277104ded0a51e699c8c3aff63ce2c56d4ed5519a5f73e0fd7057f959a2b9e \ + --hash=sha256:c95cab08d1965db3d84a121f1c7ce7479bdd4072c9b3dafd8fecce48a2e6b902 \ + --hash=sha256:cc0b66c1eec9021353a4b4483afb12dfd50e3669ffbb9152d6842eb34c7e29fd \ + --hash=sha256:cdee07c4d7f6d72008d3f73b9bf027f4e11550224c7c50d8df1ae4a37c1402a6 \ + --hash=sha256:ce9bf03dad3b46408c08649c6fbd6ca28a9fce0eb32fdfffa6775a13103b5310 \ + --hash=sha256:cff8e5383db4989311f99e814feeb90c4723eb4edca425b9d5d9c3fefcdd9537 \ + --hash=sha256:d168fda2dbff7b9b5f38e693182d792a938c31db4dac3a80a4888de603c99554 \ + --hash=sha256:d1ffeb80b5676463d7a7d56acbe8e37a20ce725570e09549fe738e02ca6b7e1e \ + --hash=sha256:d36ca54cb4c6c4686f7cbb7b817f66f5911c12ddb519450bbe86707155028f87 \ + --hash=sha256:d4193f3d9dc3f6f79aaed0e5637f45d98850ebf01f7ca20e69457f3e8946b66a \ + --hash=sha256:d5cd5189fc2b6a538b75ae45433140c4823463918f7b1617c31e68b085c0022c \ + --hash=sha256:d618fd27420381a4f6044faa71f46d8bfd911bd077c555f7138ed88729bfbe79 \ + --hash=sha256:d76e2d8c75051d58177e762164d2e9ab92886534e3a12e795f103524f221dd8e \ + --hash=sha256:daae526907e262de627d8f70058a0f64acc9e2641c164c99c8f594b34a799a16 \ + --hash=sha256:db485b3847d182b908b483b2ed133c66d88d49cacf98fd278fadafe11b4478d1 \ + --hash=sha256:dd952e03bfbb096cfe2dd35cd9e00f269969b67536cb4370994afc20ff2d0875 \ + --hash=sha256:dda366d548e89a90d88a86c692377d18d8bd64b39c1fb2b92cb31370e2896bbd \ + --hash=sha256:e315e5ec90d88e140f57696ff85b484ff68bb311e36f2c414aa4286293e6dee0 \ + --hash=sha256:e4415a8db000bf49a6dd1c478bf70062eaacff0f462b92b0ba68791a905861f9 \ + --hash=sha256:e7a116ae737f0000343218c4edf5bd45893bfeaff0993c0b215d7124c9f77646 \ + --hash=sha256:e7c4c09a490dc4d4a7f8cbee56c606a320f9dc28cf92a7157a39d1ce7676a657 \ + --hash=sha256:ebae99ed6764f2b5771c522477b311be313e8841d2e0376db2b10922daebbba4 \ + --hash=sha256:ec4c85dc4b687c7f7f15f553ff26a98bfe8c58f5f7f0ac8905f0ba4c7be60232 \ + --hash=sha256:ed3a984b31da7481b103f68776f7128a89ef26ed40f4dc41a2223cda7fb24819 \ + --hash=sha256:f18c2d9782259a6dc132fdc7a63c168cbc74b35284b6d75c673958982a378384 \ + --hash=sha256:f1f9f4121ec58628c96baa3de1a55a4e3a333c5102c8e94b64e23bf7b2083309 \ + --hash=sha256:f42c23db5d1521218a3276bb08666dcb662896a0be7347cba864eca45ff64ede \ + --hash=sha256:f443b4825c50a51ee68585522ab4a1d1257fac65896f282b4c6763337ac9f5d2 \ + --hash=sha256:f6764a4ccab3078db14a632420930f6186058750df066b8ea2a7106df91d3203 \ + --hash=sha256:f7c7553b13f69c1b29a5bde08ddc6d9d0c8bfb84f9ed01c30db25944aeb852a7 \ + --hash=sha256:fa6248cd194edff41d7ea9425ced8ca3a6f838bfb295f6f1d6e6bb694a8518df \ + --hash=sha256:fa8eb9ecdb7efb0b226acec134e0d709e87a909fa4971a54c0c4f6e88635484c \ + --hash=sha256:fc20894c3d21194d8041a28b65622d5b86db786da6e3cfe73f0c762951a61167 \ + --hash=sha256:fc4d3f1fb9ca0ae9f97b095963bc6326f1dbfd3779d6679a1e016b9baaa153d3 \ + --hash=sha256:fd40bb9cd0891c4c3cb1ddf83f8bbfa15731a248fdc8162669405451e2724b09 \ + --hash=sha256:ff710414307fefa903e0d9bdf300972f892c23477829f49504e59834f4195398 + # via matplotlib +langchain-core==1.4.9 \ + --hash=sha256:28e3909e2a10cc81504952d795ac0a9e014c0018121ef89d48dd396fa09ec624 \ + --hash=sha256:f8078901145bed0466755277500a5a22822a7b628808c4c0a28d4fc88895fcf2 + # via + # langgraph + # langgraph-checkpoint + # langgraph-prebuilt + # langgraph-sdk +langchain-protocol==0.0.18 \ + --hash=sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a \ + --hash=sha256:ec3e11782f1ed0c9db38e5a9ed01b0e7a0d3fba406faa8aef6594b73c56a63e6 + # via + # langchain-core + # langgraph-sdk +langgraph==1.2.9 \ + --hash=sha256:385f87bc1802c35af7e0aa479278ecba8582d103515eb48256cb2ddcd42d0bd4 \ + --hash=sha256:c2d98ad94333937922ba04148641c1da2bfe45b5b8e55d7b6dcb0bb2df809e76 + # via -r requirements.txt +langgraph-checkpoint==4.1.1 \ + --hash=sha256:25d29144b082827218e7bc3f1e9b0566a4bb007895cd6cc26f66a8428739f56e \ + --hash=sha256:6c2bdb530c91f91d7d9c1bd100925d0fc4f498d418c17f3587d1526279482a25 + # via + # langgraph + # langgraph-checkpoint-sqlite + # langgraph-prebuilt +langgraph-checkpoint-sqlite==3.1.0 \ + --hash=sha256:cc9b40df0076feae8a9ad42ae713621b148b00ac23adc09dc1dc66090a46e5ad \ + --hash=sha256:f926916ebc1b985d802cc9c820026036e84db9d910d62c97b57e4ba64f67d5ae + # via -r requirements.txt +langgraph-prebuilt==1.1.0 \ + --hash=sha256:3c579cf6eed2d17f9c157c2d0fcaddcd8688524e7022d3b22b37a3bf4589d528 \ + --hash=sha256:51e311747d755b751d5c6b39b0c1446124d3a7643d2515017e6714b323508fc9 + # via langgraph +langgraph-sdk==0.4.2 \ + --hash=sha256:75fa5096c1177ce39c847096a8fe3745ffd480ddb412995f836e9f5f884c43dd \ + --hash=sha256:b88f0f5f6328ac0680d6790614a905b2bcfa257f2276dba4e38f0e86db0aa738 + # via langgraph +langsmith==0.10.6 \ + --hash=sha256:094285b755224f49fd396c3672b0f747294c7b8d9e8278a81d76b487b5cfdb56 \ + --hash=sha256:6ec5b26bb57ee41363c07eb2884f24d69910b8d6bc26cae1f9e367af15259f1b + # via langchain-core +linear-operator==0.6.1 \ + --hash=sha256:3fba49a8080d16f822a5d870f462279cd6afbcf4ed670f4511b38fad96f61831 \ + --hash=sha256:a5981c1fcda08df3a210dffb6e8019b4751f4afaf3ffc822c24eaaf56b11eed9 + # via + # botorch + # gpytorch +markupsafe==3.0.3 \ + --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf + # via jinja2 +matplotlib==3.11.1 \ + --hash=sha256:0c1f44890d435c1b4ef52f701ad5828cb450ea97bcc83918fda6be74965d6cd2 \ + --hash=sha256:11664c551345553db92e61cae6cf1376f138f8c47cafdf13b64b18f3e3e9e464 \ + --hash=sha256:1524e2bdd48a93557aa47ddcfe9c225dfdd57d5a01a5c49128c20f0632980ee1 \ + --hash=sha256:191163532cdefcb1571ca38a6d7e6474baccde64495783e6ba47aa07ec4b9bbb \ + --hash=sha256:1ac697e591c11b6ad04679a73c2d2f9980fe9d9f0311fb414a2e329706343dfb \ + --hash=sha256:216fbb93a74add02ddb4cb38ef5348f59ac00b3e84567eaf16598772d40e150a \ + --hash=sha256:21a67b961a6d597bca54fae826cd20695ba4a6e4d05424a08da6e13e3176fd6b \ + --hash=sha256:2abdee5ffa2fe11b2d19f7a5c63b785fb7c28cc46c7bc1814156341d9d1a33e1 \ + --hash=sha256:30c492d4ba9448595b6fd8708c6725963f8148e25c0d8842948da5b05f0ee8d3 \ + --hash=sha256:3d3fd84082b1afbd9398466c81309e20045be20d48fe0fb18c43504d164cbbb2 \ + --hash=sha256:427258425f9a3fc4ed79a91f9e9b9aaf5a82cb6571e85dc14063cc6fbb993741 \ + --hash=sha256:480194afceca4df2f137c2721227d3cba67121fbf4397b69cee7f83714b0a58a \ + --hash=sha256:54d47b8ae8b579633a3902ca5b4ad6c1e132a5626d64447b2e22a66394e79987 \ + --hash=sha256:5af0dcda57d471440a7b5b623e70e0a61003518443d9098f211a96ecfbbc25be \ + --hash=sha256:5e1f8922ba31959cf6a9dfb51be64b7f7bc582801a3957dc0c2f3afcd3537adf \ + --hash=sha256:5e510088c27a89d53580a752f959146893563e63c330e161d159b0fee652af6f \ + --hash=sha256:6771b0cd7838c6a857a7209814158c0ad09bfef878db3033dd82d70ad101f191 \ + --hash=sha256:67e4c3cd578c65ebd81bdc09a1b6592ceafee6dfafe116dc85dfcb647b5bbb18 \ + --hash=sha256:68408341f2312836fbbdf6b3c78047f65b2d8752f5fd221c3e72d348f5b34f8b \ + --hash=sha256:69647db5746941c793d6e445a4cd349323ffb87d9cc958c2ad84a659b4832d30 \ + --hash=sha256:6be943cb68bc6660ead58c55b3aa6366cba2ef7feb06460fbcce32360376f19f \ + --hash=sha256:7389b77ed2ab0552f46d9a90b81b7b8e6dfcdc42adc36c37a0865799843e0e3e \ + --hash=sha256:7f33a781e12b1e53b278deb2f5373c2e55ec4f10727be3440c0cfb5cda9f944f \ + --hash=sha256:83235693abde86e5e0129998f80ee39fc7f58e6d56a88fafb28a9278833e9d5f \ + --hash=sha256:88a2a27dd9691ae448dfae4b26f59036be90c3c28757edd3553a29559d00859f \ + --hash=sha256:89b193b255f4f6f7948dbcee3691f4f341ab05d9a8874a67b45ddb4182922eda \ + --hash=sha256:8b14eb22961fe865efb0e4ff167e333e428908b00115a8d800ccb65ee108e481 \ + --hash=sha256:9601a1e90be21e4884c53b4f3dc3ee0544654946f9975258d691f1c2e2f119c6 \ + --hash=sha256:96f4bdeea33a8d15a071dbfe6d119451b1d719c733ac666d65357082901a9099 \ + --hash=sha256:9a076f4fc5cdc43fdf510f5981418d25c2db4973418d9f22d8bb3dc8045ada78 \ + --hash=sha256:9fdf1c818ab05d0e74002091ddaf414478a3a449ec9d51c8976d45be7e3a01e2 \ + --hash=sha256:ac104be2768ffdd8655db9e71b768cbb45f2b9aa7b450cf1595e8f65d3822319 \ + --hash=sha256:ae30c6109848ac0f9fa36c5d6270938487614c47ba31860bd5361266dabc5685 \ + --hash=sha256:aee55e9041211bf84302ab55ec3965df18dd90ae19f8b58332a7feaf208bfe83 \ + --hash=sha256:b0a19dcf73406d3746d25a5ed42d713604c9a3e024d129b102852b0d941cb9f3 \ + --hash=sha256:b4c78ceb2f11bcac7389d305cda17aeb1f4586a857854ab5780bd3dd8dbfc407 \ + --hash=sha256:b7cf158e7add54a8d51ac9b5a84abd6d4e13ed4951b4f25f1c5139f41c2addb2 \ + --hash=sha256:b937b9dba5f5f6c1e31c47abe2186c865c0914fd18f2ce0dfc39c9adcef5951d \ + --hash=sha256:ba8f811b8ddfac493734d6af0b2dff96919d0c28ca0d641858dab4262777c6ea \ + --hash=sha256:c52f7ad20ef476806ed212380b1d54d20310c8b86bdc2c9a68b51f0024a44472 \ + --hash=sha256:c90be0b73568da4f662afac580956a76e308437e641b4a45aa08925eeb67d95f \ + --hash=sha256:d2ace7273b9a5061a3b420918a16fae1f2dc5dfee1abcc13aba71b5d94b1820c \ + --hash=sha256:dadfe80797174e2984aae3be0b77594a3c72d2c0a40fbd4a0de48d2728caf3ae \ + --hash=sha256:e15ef41507f3d525f46154ac9e3ae785dacde9f20e593a25de8986267892ef74 \ + --hash=sha256:e4b9ac2f1f607ecda2af90a5232beee2af7582fce1cc30c4b6a1b012dc21ee99 \ + --hash=sha256:f2912f647f3fbe1ccf085f91e213936f9101bead81a5e670565b1f1b3712f4fb + # via -r requirements.txt +mpmath==1.3.0 \ + --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \ + --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c + # via + # gpytorch + # sympy +multipledispatch==1.0.0 \ + --hash=sha256:0c53cd8b077546da4e48869f49b13164bebafd0c2a5afceb6bb6a316e7fb46e4 \ + --hash=sha256:5c839915465c68206c3e9c473357908216c28383b425361e5d144594bf85a7e0 + # via botorch +mypy-extensions==1.1.0 \ + --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ + --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 + # via typing-inspect +narwhals==2.24.0 \ + --hash=sha256:42fdedf44e5b2ca7505630d45b4ac3058f38d8485cba9fe1652ca23152df7489 \ + --hash=sha256:b5c0f684ccd9d7475b564111e319a4964abcf2baf79d3cf6b1003d06ac9b828d + # via scikit-learn +networkx==3.6.1 \ + --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \ + --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762 + # via torch +ninja==1.13.0 \ + --hash=sha256:11be2d22027bde06f14c343f01d31446747dbb51e72d00decca2eb99be911e2f \ + --hash=sha256:1c97223cdda0417f414bf864cfb73b72d8777e57ebb279c5f6de368de0062988 \ + --hash=sha256:3c0b40b1f0bba764644385319028650087b4c1b18cdfa6f45cb39a3669b81aa9 \ + --hash=sha256:3d00c692fb717fd511abeb44b8c5d00340c36938c12d6538ba989fe764e79630 \ + --hash=sha256:3d7d7779d12cb20c6d054c61b702139fd23a7a964ec8f2c823f1ab1b084150db \ + --hash=sha256:4a40ce995ded54d9dc24f8ea37ff3bf62ad192b547f6c7126e7e25045e76f978 \ + --hash=sha256:4be9c1b082d244b1ad7ef41eb8ab088aae8c109a9f3f0b3e56a252d3e00f42c1 \ + --hash=sha256:5f8e1e8a1a30835eeb51db05cf5a67151ad37542f5a4af2a438e9490915e5b72 \ + --hash=sha256:60056592cf495e9a6a4bea3cd178903056ecb0943e4de45a2ea825edb6dc8d3e \ + --hash=sha256:6739d3352073341ad284246f81339a384eec091d9851a886dfa5b00a6d48b3e2 \ + --hash=sha256:8cfbb80b4a53456ae8a39f90ae3d7a2129f45ea164f43fadfa15dc38c4aef1c9 \ + --hash=sha256:aa45b4037b313c2f698bc13306239b8b93b4680eb47e287773156ac9e9304714 \ + --hash=sha256:b4f2a072db3c0f944c32793e91532d8948d20d9ab83da9c0c7c15b5768072200 \ + --hash=sha256:be7f478ff9f96a128b599a964fc60a6a87b9fa332ee1bd44fa243ac88d50291c \ + --hash=sha256:d741a5e6754e0bda767e3274a0f0deeef4807f1fec6c0d7921a0244018926ae5 \ + --hash=sha256:e8bad11f8a00b64137e9b315b137d8bb6cbf3086fbdc43bf1f90fd33324d2e96 \ + --hash=sha256:fa2a8bfc62e31b08f83127d1613d10821775a0eb334197154c4d6067b7068ff1 \ + --hash=sha256:fb46acf6b93b8dd0322adc3a4945452a4e774b75b91293bafcc7b7f8e6517dfa \ + --hash=sha256:fb8ee8719f8af47fed145cced4a85f0755dd55d45b2bddaf7431fa89803c5f3e + # via botorch +numpy==2.4.6 \ + --hash=sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1 \ + --hash=sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4 \ + --hash=sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f \ + --hash=sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079 \ + --hash=sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096 \ + --hash=sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47 \ + --hash=sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66 \ + --hash=sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d \ + --hash=sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1 \ + --hash=sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e \ + --hash=sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147 \ + --hash=sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd \ + --hash=sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75 \ + --hash=sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063 \ + --hash=sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73 \ + --hash=sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab \ + --hash=sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4 \ + --hash=sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41 \ + --hash=sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402 \ + --hash=sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698 \ + --hash=sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7 \ + --hash=sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8 \ + --hash=sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b \ + --hash=sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8 \ + --hash=sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0 \ + --hash=sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662 \ + --hash=sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91 \ + --hash=sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0 \ + --hash=sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f \ + --hash=sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3 \ + --hash=sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f \ + --hash=sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67 \ + --hash=sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6 \ + --hash=sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997 \ + --hash=sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b \ + --hash=sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e \ + --hash=sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538 \ + --hash=sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627 \ + --hash=sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93 \ + --hash=sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02 \ + --hash=sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853 \ + --hash=sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c \ + --hash=sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43 \ + --hash=sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd \ + --hash=sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8 \ + --hash=sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089 \ + --hash=sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778 \ + --hash=sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1 \ + --hash=sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb \ + --hash=sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261 \ + --hash=sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb \ + --hash=sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a \ + --hash=sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8 \ + --hash=sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359 \ + --hash=sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5 \ + --hash=sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7 \ + --hash=sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751 \ + --hash=sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8 \ + --hash=sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605 \ + --hash=sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e \ + --hash=sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45 \ + --hash=sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2 \ + --hash=sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895 \ + --hash=sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe \ + --hash=sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb \ + --hash=sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a \ + --hash=sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577 \ + --hash=sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d \ + --hash=sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a \ + --hash=sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda \ + --hash=sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6 \ + --hash=sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20 + # via + # -r requirements.txt + # awkward + # awkward-cpp + # contourpy + # matplotlib + # scikit-learn + # scipy + # uproot +orjson==3.11.9 \ + --hash=sha256:011382e2a60fda9d46f1cdee31068cfc52ffe952b587d683ec0463002802a0f4 \ + --hash=sha256:03db380e3780fa0015ed776a90f20e8e20bb11dde13b216ce19e5718e3dfba62 \ + --hash=sha256:051b102c93b4f634e89f3866b07b9a9a98915ada541f4ec30f177067b2694979 \ + --hash=sha256:08f4d8ebb44925c794e535b2bebc507cebf32209df81de22ae285fb0d8d66de0 \ + --hash=sha256:0b34789fa0da61cf7bef0546b09c738fb195331e017e477096d129e9105ab03d \ + --hash=sha256:0e4eed3b200023042814d2fc8a5d2e880f13b52e1ed2485e83da4f3962f7dc1a \ + --hash=sha256:115ab5f5f4a0f203cc2a5f0fb09aee503a3f771aa08392949ab5ca230c4fbdbd \ + --hash=sha256:135869ef917b8704ea0a94e01620e0c05021c15c52036e4663baffe75e72f8ce \ + --hash=sha256:147302878da387104b66bb4a8b0227d1d487e976ce41a8501916161072ed87b1 \ + --hash=sha256:14ed654580c1ed2bc217352ec82f91b047aef82951aa71c7f64e0dcb03c0e180 \ + --hash=sha256:16969c9d369c98eb084889c6e4d2d39b77c7eb38ceccf8da2a9fff62ae908980 \ + --hash=sha256:19b72ed11572a2ee51a67a903afbe5af504f84ed6f529c0fe44b0ab3fb5cc697 \ + --hash=sha256:231742b4a11dad8d5380a435962c57e91b7c37b79be858f4ef1c0df1a259897e \ + --hash=sha256:25e4aed0312d292c09f61af25bba34e0b2c88546041472b09088c39a4d828af1 \ + --hash=sha256:26a473dbb4162108b27901492546f83c76fdcea3d0eadff00ae7a07e18dcce09 \ + --hash=sha256:277fefe9d76ee17eb14debf399e3533d4d63b5f677a4d3719eb763536af1f4bd \ + --hash=sha256:2d057a602cdd19a0ad680417527c45b6961a095081c0f46fe0e03e304aac6470 \ + --hash=sha256:32ef5f4283a3be81913947d19608eacb7c6608026851123790cd9cc8982af34b \ + --hash=sha256:33d7d766701847dc6729846362dc27895d2f2d2251264f9d10e7cb9878194877 \ + --hash=sha256:34fd2317602587321faab75ab76c623a0117e80841a6413654f04e47f339a8fb \ + --hash=sha256:3513550321f8c8c811a7c3297b8a630e82dc08e4c10216d07703c997776236cd \ + --hash=sha256:380cdce7ba24989af81d0a7013d0aaec5d0e2a21734c0e2681b1bc4f141957fe \ + --hash=sha256:3a81d52442a7c99b3662333235b3adf96a1715864658b35bb797212be7bddb97 \ + --hash=sha256:3ebca4179031ee716ed076ffadc29428e900512f6fccee8614c9983157fcf19c \ + --hash=sha256:48ee05097750de0ff69ed5b7bbcf0732182fd57a24043dcc2a1da780a5ead3a5 \ + --hash=sha256:4bab1b2d6141fe7b32ae71dac905666ece4f94936efbfb13d55bb7739a3a6021 \ + --hash=sha256:4d4e98d6f3b8afed8bc8cd9718ec0cdf46661826beefb53fe8eafb37f2bf0362 \ + --hash=sha256:4d7fde5501b944f83b3e665e1b31343ff6e154b15560a16b7130ea1e594a4206 \ + --hash=sha256:4da3c38a2083ca4aaf9c2a36776cce3e9328e6647b10d118948f3cfb4913ffe4 \ + --hash=sha256:4e39364e726a8fff737309aff059ff67d8a8c8d5b677be7bb49a8b3e84b7e218 \ + --hash=sha256:4fd66214623f1b17501df9f0543bef0b833979ab5b6ded1e1d123222866aa8c9 \ + --hash=sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f \ + --hash=sha256:53b50b0e14084b8f7e29c5ce84c5af0f1160169b30d8a6914231d97d2fe297d4 \ + --hash=sha256:57ea77fb70a448ce87d18fca050193202a3da5e54598f6501ca5476fb66cfe02 \ + --hash=sha256:59e403b1cc5a676da8eaf31f6254801b7341b3e29efa85f92b48d272637e77be \ + --hash=sha256:5b192c6cf397e4455b11523c5cf2b18ed084c1bbd61b6c0926344d2129481972 \ + --hash=sha256:5f63aaf97afd9f6dec5b1a68e1b8da12bfccb4cb9a9a65c3e0b6c847849e7586 \ + --hash=sha256:63e0efbc991250c0b3143488fa57d95affcabbfc63c99c48d625dd37779aafe2 \ + --hash=sha256:6cc7923789694fd58f001cbcac7e47abc13af4d560ebbfcf3b41a8b1a0748124 \ + --hash=sha256:71e63adb0e1f1ed5d9e168f50a91ceb93ae6420731d222dc7da5c69409aa47aa \ + --hash=sha256:71f3db16e69b667b132e0f305a833d5497da302d801508cbb051ed9a9819da47 \ + --hash=sha256:844417969855fc7a41be124aafe83dc424592a7f77cd4501900c67307122b92c \ + --hash=sha256:8697ab6a080a5c46edaad50e2bc5bd8c7ca5c66442d24104fa44ec74910a8244 \ + --hash=sha256:87e4d4ab280b0c87424d47695bec2182caf8cfc17879ea78dab76680194abc13 \ + --hash=sha256:8aff7da9952a5ad1cef8e68017724d96c7b9a66e99e91d6252e1b133d67a7b10 \ + --hash=sha256:8ecc30f10465fa1e0ce13fd01d9e22c316e5053a719a8d915d4545a09a5ff677 \ + --hash=sha256:97d0d932803c1b164fde11cb542a9efcb1e0f63b184537cca65887147906ff48 \ + --hash=sha256:97db4c94a7db398a5bd636273324f0b3fd58b350bbbac8bb380ceb825a9b40f4 \ + --hash=sha256:9af678d6488357948f1f84c6cd1c1d397c014e1ae2f98ae082a44eb48f602624 \ + --hash=sha256:9ef6fe90aadef185c7b128859f40beb24720b4ecea95379fc9000931179c3a49 \ + --hash=sha256:9f78cf8fec5bd627f4082b8dfeac7871b43d7f3274904492a43dab39f18a19a0 \ + --hash=sha256:a028425d1b440c5d92a6be1e1a020739dfe67ea87d96c6dbe828c1b30041728b \ + --hash=sha256:a6082706765a95a6680d812e1daf1c0cfe8adec7831b3ff3b625693f3b461b1c \ + --hash=sha256:a8f5f8bc7ce7d59f08d9f99fa510c06496164a24cb5f3d34537dbd9ca30132e2 \ + --hash=sha256:aaea64f3f467d22e70eeed68bdccb3bc4f83f650446c4a03c59f2cba28a108db \ + --hash=sha256:ace6c58523302d3b97b6ac5c38a5298a54b473762b6be82726b4265c41029f92 \ + --hash=sha256:b3afcf569c15577a9fe64627292daa3e6b3a70f4fb77a5df246a87ec21681b94 \ + --hash=sha256:b6ef1979adc4bc243523f1a2ba91418030a8e29b0a99cbe7e0e2d6807d4dce6e \ + --hash=sha256:be4fa4f0af7fa18951f7ab3fc2148e223af211bf03f59e1c6034ec3f97f21d61 \ + --hash=sha256:c2d3dc759490128c5c1711a53eeaa8ee1d437fd0038ffd2b6008abf46db3f882 \ + --hash=sha256:c5d001196b89fa9cf0a4ab79766cd835b991a166e4b621ba95089edc50c429ff \ + --hash=sha256:cce9127885941bd28f080cecf1f1d288336b7e0d812c345b08be88b572796254 \ + --hash=sha256:cde1a448023ba7d5bb4c01c5afb48894380b5e4956e0627266526587ef4e535f \ + --hash=sha256:d4087e5c0209a0a8efe4de3303c234b9c44d1174161dcd851e8eea07c7560b32 \ + --hash=sha256:d8ea516b3726d190e1b4297e6f4e7a8650347ae053868a18163b4dd3641d1fff \ + --hash=sha256:e30ab17845bb9fa54ccf67fa4f9f5282652d54faa6d17452f47d0f369d038673 \ + --hash=sha256:e5c9b8f28e726e97d97696c826bc7bea5d71cecd63576dba92924a32c1961291 \ + --hash=sha256:ea407d4ccf5891d667d045fecae97a7a1e5e87b3b97f97ae1803c2e741130be0 \ + --hash=sha256:ea5c46eb2d3af39e806b986f4b09d5c2706a1f5afde3cbf7544ce6616127173c \ + --hash=sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9 \ + --hash=sha256:f01c4818b3fc9b0da8e096722a84318071eaa118df35f6ed2344da0e73a5444f \ + --hash=sha256:f36b7f32c7c0db4a719f1fc5824db4a9c6f8bd1a354debb91faf26ebf3a4c71e \ + --hash=sha256:f5d89a2ed90731df3be64bab0aa44f78bff39fdc9d71c291f4a8023aa46425b7 \ + --hash=sha256:ffe02797b5e9f3a9d8292ddcd289b474ad13e81ad83cd1891a240811f1d2cb81 + # via + # langgraph-sdk + # langsmith +ormsgpack==1.12.2 \ + --hash=sha256:0b39e629fd2e1c5b2f46f99778450b59454d1f901bc507963168985e79f09c5d \ + --hash=sha256:118576ea6006893aea811b17429bfc561b4778fad393f5f538c84af70b01260c \ + --hash=sha256:18867233df592c997154ff942a6503df274b5ac1765215bceba7a231bea2745d \ + --hash=sha256:1dcc17d92b6390d4f18f937cf0b99054824a7815818012ddca925d6e01c2e49e \ + --hash=sha256:21f4276caca5c03a818041d637e4019bc84f9d6ca8baa5ea03e5cc8bf56140e9 \ + --hash=sha256:292410a7d23de9b40444636b9b8f1e4e4b814af7f1ef476e44887e52a123f09d \ + --hash=sha256:29a9f17a3dac6054c0dce7925e0f4995c727f7c41859adf9b5572180f640d172 \ + --hash=sha256:34d5b28b3570e9fed9a5a76528fc7230c3c76333bc214798958e58e9b79cc18a \ + --hash=sha256:3708693412c28f3538fb5a65da93787b6bbab3484f6bc6e935bfb77a62400ae5 \ + --hash=sha256:39c1bd2092880e413902910388be8715f70b9f15f20779d44e673033a6146f2d \ + --hash=sha256:43013a3f3e2e902e1d05e72c0f1aeb5bedbb8e09240b51e26792a3c89267e181 \ + --hash=sha256:458e4568be13d311ef7d8877275e7ccbe06c0e01b39baaac874caaa0f46d826c \ + --hash=sha256:46d084427b4132553940070ad95107266656cb646ea9da4975f85cb1a6676553 \ + --hash=sha256:4ee766d2e78251b7a63daf1cddfac36a73562d3ddef68cacfb41b2af64698033 \ + --hash=sha256:50b7249244382209877deedeee838aef1542f3d0fc28b8fe71ca9d7e1896a0d7 \ + --hash=sha256:58d379d72b6c5e964851c77cfedfb386e474adee4fd39791c2c5d9efb53505cc \ + --hash=sha256:59f5da97000c12bc2d50e988bdc8576b21f6ab4e608489879d35b2c07a8ab51a \ + --hash=sha256:5af04800d844451cf102a59c74a841324868d3f1625c296a06cc655c542a6685 \ + --hash=sha256:5ea60cb5f210b1cfbad8c002948d73447508e629ec375acb82910e3efa8ff355 \ + --hash=sha256:5f13034dc6c84a6280c6c33db7ac420253852ea233fc3ee27c8875f8dd651163 \ + --hash=sha256:7121b3d355d3858781dc40dafe25a32ff8a8242b9d80c692fd548a4b1f7fd3c8 \ + --hash=sha256:73670ed0375ecc303858e3613f407628dd1fca18fe6ac57b7b7ce66cc7bb006c \ + --hash=sha256:7a1c460655d7288407ffa09065e322a7231997c0d62ce914bf3a96ad2dc6dedd \ + --hash=sha256:7a29d09b64b9694b588ff2f80e9826bdceb3a2b91523c5beae1fab27d5c940e7 \ + --hash=sha256:7c8b1667a72cbba74f0ae7ecf3105a5e01304620ed14528b2cb4320679d2869b \ + --hash=sha256:837dd316584485b72ef451d08dd3e96c4a11d12e4963aedb40e08f89685d8ec2 \ + --hash=sha256:8463a3fc5f09832e67bdb0e2fda6d518dc4281b133166146a67f54c08496442e \ + --hash=sha256:8cde5eaa6c6cbc8622db71e4a23de56828e3d876aeb6460ffbcb5b8aff91093b \ + --hash=sha256:944a2233640273bee67521795a73cf1e959538e0dfb7ac635505010455e53b33 \ + --hash=sha256:958dcb270d30a7cb633a45ee62b9444433fa571a752d2ca484efdac07480876e \ + --hash=sha256:9e4459c3f27066beadb2b81ea48a076a417aafffff7df1d3c11c519190ed44f2 \ + --hash=sha256:ae3aba7eed4ca7cb79fd3436eddd29140f17ea254b91604aa1eb19bfcedb990f \ + --hash=sha256:b009049086ddc6b8f80c76b3955df1aa22a5fbd7673c525cd63bf91f23122ede \ + --hash=sha256:baca4b6773d20a82e36d6fd25f341064244f9f86a13dead95dd7d7f996f51709 \ + --hash=sha256:bc68dd5915f4acf66ff2010ee47c8906dc1cf07399b16f4089f8c71733f6e36c \ + --hash=sha256:bd5f4bf04c37888e864f08e740c5a573c4017f6fd6e99fa944c5c935fabf2dd9 \ + --hash=sha256:c010da16235806cf1d7bc4c96bf286bfa91c686853395a299b3ddb49499a3e13 \ + --hash=sha256:c1429217f8f4d7fcb053523bbbac6bed5e981af0b85ba616e6df7cce53c19657 \ + --hash=sha256:c2be829954434e33601ae5da328cccce3266b098927ca7a30246a0baec2ce7bd \ + --hash=sha256:c6a4c34ddef109647c769d69be65fa1de7a6022b02ad45546a69b3216573eb4a \ + --hash=sha256:cec70477d4371cd524534cd16472d8b9cc187e0e3043a8790545a9a9b296c258 \ + --hash=sha256:d024b40828f1dde5654faebd0d824f9cc29ad46891f626272dd5bfd7af2333a4 \ + --hash=sha256:da538c542bac7d1c8f3f2a937863dba36f013108ce63e55745941dda4b75dbb6 \ + --hash=sha256:dc7a33be14c347893edbb1ceda89afbf14c467d593a5ee92c11de4f1666b4d4f \ + --hash=sha256:df6961442140193e517303d0b5d7bc2e20e69a879c2d774316125350c4a76b92 \ + --hash=sha256:eddffb77eff0bad4e67547d67a130604e7e2dfbb7b0cde0796045be4090f35c6 \ + --hash=sha256:f04b5e896d510b07c0ad733d7fce2d44b260c5e6c402d272128f8941984e4285 \ + --hash=sha256:f3601f19afdbea273ed70b06495e5794606a8b690a568d6c996a90d7255e51c1 \ + --hash=sha256:fcd55e5f6ba0dbce624942adf9f152062135f991a0126064889f68eb850de0dd + # via langgraph-checkpoint +packaging==26.2 \ + --hash=sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e \ + --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661 + # via + # awkward + # langchain-core + # langsmith + # matplotlib + # uproot +pillow==12.3.0 \ + --hash=sha256:00808c5e14ef63ac5161091d242999076604ff74b883423a11e5d7bbb38bf756 \ + --hash=sha256:04f01d28a6aaff387bf842a13be313df23ba0597a44f1a976c9feb3c6ff4711a \ + --hash=sha256:06ff022112bc9cbf83b60f8e028d94ad87b60621706487e65f673de61610ab59 \ + --hash=sha256:0740a512dc522224c77d9aa5a8d70d8b7d73fb91f2c21125d8d025d3b8990e45 \ + --hash=sha256:0847a763afefb695bc912d7c131e7e0632d4edc1d8698f58ddabec8e46b8b6d3 \ + --hash=sha256:0dd2064cbc55aaec028ef5fbb60fa47bb6c3e7918e07ff17935284b227a9d2df \ + --hash=sha256:0feb2e9d6ad6c9e3c06effe9d00f3f1e618a6643273576b016f591e9315a7139 \ + --hash=sha256:10e41f0fbf1eec8cfd234b8fe17a4caac7c9d0db4c204d3c173a8f9f6ef3232b \ + --hash=sha256:1182d52bc2d5e5d7d0949503aa7e36d12f42205dc287e4883f407b1988820d39 \ + --hash=sha256:164b31cd1a0490ab6efae01aa5df49da7061be0af1b30e035b6e9a1bfe34ee6e \ + --hash=sha256:1657923d2d45afb66526e5b933e5b3052e6bdea196c90d3abb2424e18c77dae8 \ + --hash=sha256:186941b6aef820ad110fb01fb06eb925374dc3a21b17e37ec9a53b250c6fe2d1 \ + --hash=sha256:1cca606cd25738df4ed873d5ad46bbdb3d83b5cbca291f6b4ff13a4df6b0bbe8 \ + --hash=sha256:21900ce7ba264168cd50defae43cd75d25c833ad4ad6e73ffc5596d12e25ac89 \ + --hash=sha256:236ff70b9312fb68943c703aa842ca6a758abfa45ac187a5e7c1452e96ef72b5 \ + --hash=sha256:23aceaa007d6172b02c277f0cd359c79492bbb14f7072b4ede9fbcaf20648130 \ + --hash=sha256:23d27a3e0307ec2244cc51e7287b919aa68d097504ebe19df4e76a98a3eea5bd \ + --hash=sha256:24870b09b224f7ae3c39ed07d10e819d06f8720bc551847b1d623832b5b0e28d \ + --hash=sha256:251bf95b67017e27b13d82f5b326234ca62d70f9cf4c2b9032de2358a3b12c7b \ + --hash=sha256:25b9b82bb22e6e2b3cd07b39c68b7b862001226cb3dff7130d1cb914121b39ed \ + --hash=sha256:28ce87c5ab450a9dd970b52e5aca5fe63ed432d18a2eaddd1979a00a1ba24ace \ + --hash=sha256:300557495eb45ebb8aec96c2da9c4be642fbf7cd937278b4013ba894ea8eb0eb \ + --hash=sha256:30f2aa603c41533cc25c05acd0da21636e84a315768feb631c937177db558931 \ + --hash=sha256:331b624368d4f1d069149002f25f44bc61c8919ce8ddb3c45bdad8f6e2d89510 \ + --hash=sha256:37d6d0a00072fd2948eb22bce7e1475f34569d90c87c59f7a2ec59541b77f7a6 \ + --hash=sha256:37dc8f7bbb66efe481bb60defacef820c950c24713fb44962ed6aa2a50966de1 \ + --hash=sha256:3b8182a766685eaa002637e28b4ec8d6b18819a0c71f579bf0dbaa5830297cce \ + --hash=sha256:3edce1d53195db527e0191f84b71d02022de0540bf43a16ed734ed7537b07385 \ + --hash=sha256:446c34dcc4324b084a53b705127dc15717b22c5e140ae0a3c38349d4efec071e \ + --hash=sha256:4998562bf62a445225f22e07c896bb04b35b1b1f2eb6d760584c9c51d7a5f78c \ + --hash=sha256:4b0a7fe987b14c31ebda6083f74f22b561fd3739bc0ac51e019622e3d72668c7 \ + --hash=sha256:4e8c2a84d977f50b9daed6eeaf3baef67d00d5d74d932288f02cb94518ee3ace \ + --hash=sha256:4f883547d4b7f0495ebe7056b0cc2aea76094e7a4abc8e933540f3271df27d9c \ + --hash=sha256:514435a37670e3e5e08f3945b68718b6ed329bb84367777e16f9f4dfe1e61a0f \ + --hash=sha256:53aa02d20d10c3d814d536aa4e5ac9b84ca0ff5a88377963b085ad6822f93e64 \ + --hash=sha256:5594fc43d548a7ed94949d139aa1341b270f1863f11cfd37f5a6c8b778a6b67f \ + --hash=sha256:571b9fcb07b97ef3a492028fb3d2dc0993ca23a06138b0315286566d29ef718a \ + --hash=sha256:57b3d78c95ba9059768b10e28b813002261d3f3dfc55cc48b0c988f625175827 \ + --hash=sha256:5afb51d599ea772b8365ae807ae557f18bccfe46ab261fd1c2a9ed700fc6eb17 \ + --hash=sha256:6b02afb9b97f65fbca5f31db6a2a3ba21aa93030225f150fa3f249717e938fb4 \ + --hash=sha256:6c0016e7b354317c4e9e525b937ac8596c38d2d232b419529b9cd7a1cd46e39a \ + --hash=sha256:71d6097b330eea8fd15097780c8e89cb1a8ce7838669f48c5bacd6f663dd4701 \ + --hash=sha256:756c768d0c9c2955feb7a56c37ea24aea2e369f8d36a88da270b6a9f19e62b5e \ + --hash=sha256:78cb2c6865a35ab8ff8b75fd122f6033b92a62c82801110e48ddd6c936a45d91 \ + --hash=sha256:7a743ff716f746fc19a9557f60dab1600d4613255f8a7aeb3cdde4db7eb15a66 \ + --hash=sha256:85f998ea1848bc6757289e739cfbdda3a04adfd58b02fc018ce54d754a5ce468 \ + --hash=sha256:8728f216dcdb6e6d555cf971cb34076139ad74b31fc2c14da4fafc741c5f6217 \ + --hash=sha256:877c3f311ff35410f690861c4409e7ccbf0cd2f878e50628a28e5a0bb689e658 \ + --hash=sha256:8cd2f7bdda092d99c9fc2fb7391354f306d01443d22785d0cbfafa2e2c8bb418 \ + --hash=sha256:8e95e1385e4998ae9694eeaa4730ba5457ff61185b3a55e2e7bea0880aef452a \ + --hash=sha256:962864dc93511324d51ddbb5b9f8731bf71675b93ca612a07441896f4688fb8c \ + --hash=sha256:9cf95fe4d0f84c82d282745d9bb08ad9f926efa00be4697e767b814ce40d4330 \ + --hash=sha256:9e881fca225083806662a5c43d627d215f258ff43c890f831966c7d7ba9c7402 \ + --hash=sha256:a2b55dd6b2a4c4b7d87ffa56bdb33fdc5fdb9a462173861a7bc097f17d91cb09 \ + --hash=sha256:a45650e8ce7fafffd731db8550230db6b0d306d181a90b67d3e6bca2f1990930 \ + --hash=sha256:a876864214e136f0eb367788dbd7df045f4806801518e2cfe9e13229cfe06d8f \ + --hash=sha256:ae26d61dfa7a47befdc7572b521024e8745f3d809bd95ca9505a7bba9ef849ec \ + --hash=sha256:af8d94b0db561cf68b88a267c5c44b49e134f525d0dc2cb7ed413a66bc23559a \ + --hash=sha256:b343699e8308bdc51978310e1c959c584e7869cc8c40780058c87da7781a1e94 \ + --hash=sha256:b3c777e849237620b022f7f297dd67705f9f5cf1685f09f02e46f93e92725468 \ + --hash=sha256:b629de27fda84b42cde7edef0d85f13b958b47f6e9bbcbba9b673c562a89bd8b \ + --hash=sha256:ba09209fbe443b4acccebe845d8a138b89a8f4fbaeedd44953490b5315d5e965 \ + --hash=sha256:ba54cfebe86920a559a7c4d6b9050791c20513650a1952ebe3368c7dc70306f8 \ + --hash=sha256:bcb46e2f9feff8d06323983bd83ed00c201fdcab3d74973e7072a889b3979fcd \ + --hash=sha256:bcc33feacfaefce60c12fd500a277533bdc02b10a19f7f6d348763d8140bbba7 \ + --hash=sha256:bf16ba1b4d0b6b7c8e534936632270cf70eb00dbe09005bc345b2677b726855c \ + --hash=sha256:cf1845d02ad822a369a49f2bb9345b1614744267682e7a03527dc3bf6eea1777 \ + --hash=sha256:d69141514cc30b774ceea5e3ed3a6635c8d8a96edf664689b890f4089111fb35 \ + --hash=sha256:d9c7f76c0673154f044e9d78c8655fb4213f6ca31a836df48b40fe5d187717b9 \ + --hash=sha256:dbce0b29841537a2fa4a214c2bbf14de3587c9680caa9b4e217568472490b28f \ + --hash=sha256:dc624f6bc473dacdf7ef7eb8678d0d08edf15cd94fad6ae5c7d6cc67a4e4902f \ + --hash=sha256:e158cb00350dc278f3b91551101aa7d12415a66ebf2c91d8d5ac14e56ddd3ad0 \ + --hash=sha256:e491916b378fba47242221bb9ead245211b70d504f495d105d17b14a24b4907c \ + --hash=sha256:e795b7eb908249c4e43c7c99fac7c2c75dab0c43566e37db472a355f63693d71 \ + --hash=sha256:e7e480451b9fa137494bccd3a7d69adbe8ac65a87d97be61e11f1b1050a5bac3 \ + --hash=sha256:e91206ee562682b51b98ef4b26a6ef48fd84e15fd4c4bc5ec768eb641d206838 \ + --hash=sha256:e9871b1ffbfa9656b60aeee92ed5136a5742696006fa322b29ea3d8da0ecc9cf \ + --hash=sha256:e9aeb04d6aef139de265b29683e119b638208f88cf73cdd1658aa07221165321 \ + --hash=sha256:ebaea975e03d3141d9d3a507df75c9b3ec90fa9d2ffd07567b3a978d9d790b26 \ + --hash=sha256:f0606c8bf2cdefea14a43530f7657cbbb7ecf1c4222512492ef4a4434a9501ec \ + --hash=sha256:f13c32a3abd6079a66d9526e18dad9b6d280384d49d7c54040cd57b6424041d9 \ + --hash=sha256:f7401aebd7f581d7f83a439d87d474999317ee099218e5ad25d125290990ba65 \ + --hash=sha256:fa4ecea169a355be7a3ade2c783e2ed12f0e40d2c5621cda8b3297faf7fbb9f5 \ + --hash=sha256:fbd139c8447d25dd750ab79ee274cc5e1fe80fc56340ab10b18a195e1b6eca3e \ + --hash=sha256:fdafc9cce40277e0f7a0feabce0ee50dd2fa1800f3b38015e51296b5e814048d \ + --hash=sha256:fe3cca2e4e8a592be0f269a1ca4835c25199d9f3ce815c8491048f785b0a0198 \ + --hash=sha256:ffd0c5368496f41b0944be820fcb7a838aa6e623d250b01acf2643939c3f99d7 + # via matplotlib +pydantic==2.13.4 \ + --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \ + --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6 + # via + # langchain-core + # langgraph + # langsmith +pydantic-core==2.46.4 \ + --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \ + --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \ + --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \ + --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \ + --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \ + --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \ + --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \ + --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \ + --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \ + --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \ + --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \ + --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \ + --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \ + --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \ + --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \ + --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \ + --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \ + --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \ + --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \ + --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \ + --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \ + --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \ + --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \ + --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \ + --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \ + --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \ + --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \ + --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \ + --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \ + --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \ + --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \ + --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \ + --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \ + --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \ + --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \ + --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \ + --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \ + --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \ + --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \ + --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \ + --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \ + --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \ + --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \ + --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \ + --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \ + --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \ + --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \ + 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--hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \ + --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \ + --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \ + --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \ + --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \ + --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \ + --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \ + --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \ + --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \ + --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \ + --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \ + --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \ + --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \ + --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \ + --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \ + --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \ + --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \ + --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \ + --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \ + --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \ + --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \ + --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \ + --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \ + --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \ + --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \ + --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \ + --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \ + --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \ + --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \ + --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \ + --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \ + --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \ + --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \ + --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \ + --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \ + --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \ + --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \ + --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \ + --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \ + --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \ + --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \ + --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \ + --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \ + --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \ + --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \ + --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \ + --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \ + --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \ + --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \ + --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \ + --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \ + --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \ + --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \ + --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \ + --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \ + --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \ + --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \ + --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \ + --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \ + --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \ + --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae + # via pydantic +pyparsing==3.3.2 \ + --hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \ + --hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc + # via matplotlib +pyre-extensions==0.0.32 \ + --hash=sha256:5396715f14ea56c4d5fd0a88c57ca7e44faa468f905909edd7de4ad90ed85e55 \ + --hash=sha256:a63ba6883ab02f4b1a9f372ed4eb4a2f4c6f3d74879aa2725186fdfcfe3e5c68 + # via botorch +python-dateutil==2.9.0.post0 \ + --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \ + --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427 + # via matplotlib +python-dotenv==1.2.2 \ + --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \ + --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3 + # via -r requirements.txt +pyyaml==6.0.3 \ + --hash=sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c \ + --hash=sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a \ + --hash=sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3 \ + --hash=sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956 \ + --hash=sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6 \ + --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \ + --hash=sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65 \ + --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \ + --hash=sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0 \ + --hash=sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b \ + --hash=sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1 \ + --hash=sha256:22ba7cfcad58ef3ecddc7ed1db3409af68d023b7f940da23c6c2a1890976eda6 \ + --hash=sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7 \ + --hash=sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e \ + --hash=sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007 \ + --hash=sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310 \ + --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \ + --hash=sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9 \ + --hash=sha256:3ff07ec89bae51176c0549bc4c63aa6202991da2d9a6129d7aef7f1407d3f295 \ + --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \ + --hash=sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0 \ + --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \ + --hash=sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac \ + --hash=sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9 \ + --hash=sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7 \ + --hash=sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35 \ + --hash=sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb \ + --hash=sha256:5cf4e27da7e3fbed4d6c3d8e797387aaad68102272f8f9752883bc32d61cb87b \ + --hash=sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69 \ + --hash=sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5 \ + --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \ + --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \ + --hash=sha256:6344df0d5755a2c9a276d4473ae6b90647e216ab4757f8426893b5dd2ac3f369 \ + --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \ + --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \ + --hash=sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198 \ + --hash=sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065 \ + --hash=sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c \ + --hash=sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c \ + --hash=sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764 \ + --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \ + --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \ + --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \ + --hash=sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac \ + --hash=sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8 \ + --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \ + --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \ + --hash=sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3 \ + --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \ + --hash=sha256:9c57bb8c96f6d1808c030b1687b9b5fb476abaa47f0db9c0101f5e9f394e97f4 \ + --hash=sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b \ + --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \ + --hash=sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5 \ + --hash=sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702 \ + --hash=sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8 \ + --hash=sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788 \ + --hash=sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da \ + --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \ + --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \ + --hash=sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c \ + --hash=sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba \ + --hash=sha256:c2514fceb77bc5e7a2f7adfaa1feb2fb311607c9cb518dbc378688ec73d8292f \ + --hash=sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917 \ + --hash=sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5 \ + --hash=sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26 \ + --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \ + --hash=sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b \ + --hash=sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be \ + --hash=sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c \ + --hash=sha256:efd7b85f94a6f21e4932043973a7ba2613b059c4a000551892ac9f1d11f5baf3 \ + --hash=sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6 \ + --hash=sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926 \ + --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0 + # via langchain-core +requests==2.34.2 \ + --hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \ + --hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed + # via + # langsmith + # requests-toolbelt +requests-toolbelt==1.0.0 \ + --hash=sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6 \ + --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06 + # via langsmith +scikit-learn==1.9.0 \ + --hash=sha256:051075bda8b7aab87b1906ab3d4740a1e1224a19d7b3781a576736edc94e76aa \ + --hash=sha256:056c92bb67ad4c28463c2f2653d9701449201e7e7a9e94e321be0f71c4fef2b8 \ + --hash=sha256:147e9329ef0e39f75d4cffa02b2aa48d827832684926cd5210d9a2cb5c57246b \ + --hash=sha256:1b944b6db288f6b926e3650026ddafb988929de95d11fc2cc5fa117773c9ba42 \ + --hash=sha256:1fea2cc5677ab49d6f5bade978c866da44957b712d92e9635e8b4f723013c3cb \ + --hash=sha256:24360002ae845e7866522b0a5bbf690802e7bc388cac8663502e78aa98598aa2 \ + --hash=sha256:26e22435f63bcdcf396b574273f29f13dd531f5ea035801f5be10ba1540a4e60 \ + --hash=sha256:2bd41b0d201bc81575531b96b713d3eb5e5f50fb0b82101ff0f92294fdc236ac \ + --hash=sha256:366652351f092b219c248f1e72821e841960a63d8f358f1dcfd54dc1cbdbbc28 \ + --hash=sha256:38c3dcb9a1ffb85505ec53d54c7b4aea0cff70050425a7760c2af661ac85df05 \ + --hash=sha256:4306775fad04cc4b472a1b15af1ae9cede1540fbfcc17fbce3767cd8dc7ae283 \ + --hash=sha256:4ccacf04ca5f4b492158a5f28afe0ace43f81b2571e4b9a66d34848b46128949 \ + --hash=sha256:5162ad10a418c8a282dde04c9aa06965de3e9a65f33c1440c0ae69bb1a09d913 \ + --hash=sha256:5808d98f15c6bf6d9d96d2348c1997392a5888ce7097e664105f930c4bca1277 \ + --hash=sha256:5b934c45c252844a91d69fda3a34cff5e7307e1db10d77cb10a3980312c74713 \ + --hash=sha256:5bad8f8b9950321b54c965fdcbac6c6c55e79e16646b49977bcf3668d3870a1a \ + --hash=sha256:5be45aa4a42a68a533913a6ed736cf309de2226411c79ef8d609a5456f1939b1 \ + --hash=sha256:5dc1818c77575d149e25fce9ef82dd7b7263ae372f03494158668ad632a69759 \ + --hash=sha256:5e50ed4da51974e86e940690e9a3d82e729b62b5a49f7c9bac534d515d39d86f \ + --hash=sha256:64fa347efc1c839c487433e40c5144d38c336e8a2b59c81aa8660373945c2673 \ + --hash=sha256:78fc56eafd4edb9575d2d8950d1dd152061abb573341a1cb7e099fc40f6c6666 \ + --hash=sha256:80746d63bd4b6eaca54d36fe5feaf4d28bb38dc6f9470f81c7cad7c40155f119 \ + --hash=sha256:8833266989d3a5110178a9fae30783675460724d0e1efb13b14901d2c660c557 \ + --hash=sha256:9656acd4e93f74e0b66c8a36c88830a99252dfa900044d36bc2212ae89a47162 \ + --hash=sha256:9db6f4d34e68c8899e4cab27fdf8eafe6ed21f2ba52ceb25ea250cd237f8e47b \ + --hash=sha256:d77f54c017633791bc0225a43e2f8d03745fdcfe4880268fcc4df15f505dec2e \ + --hash=sha256:da76d09304a4706db7cc1e3ebaa3b6b98a67365cc11d2996c4f1e58ba47df714 \ + --hash=sha256:ee1a8db2c18c08e34c7412d4b10be1cac214cd4ea7dc9715a6a327eb49a37c96 \ + --hash=sha256:f401448645a3e7bc115aa3c094097865155b34bff1cba8101857d9104e99074c \ + --hash=sha256:f7e254636164090da847715a27f8e5478feb98c40a9e0ee90cbd277de9e5ceb8 \ + --hash=sha256:fd3a8ef0c758555a3b23c03adaa858af32f7736785ded50ad5991f59c4ed03fa + # via + # -r requirements.txt + # gpytorch +scipy==1.17.1 \ + --hash=sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0 \ + --hash=sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458 \ + --hash=sha256:08b900519463543aa604a06bec02461558a6e1cef8fdbb8098f77a48a83c8118 \ + --hash=sha256:131f5aaea57602008f9822e2115029b55d4b5f7c070287699fe45c661d051e39 \ + --hash=sha256:158dd96d2207e21c966063e1635b1063cd7787b627b6f07305315dd73d9c679e \ + --hash=sha256:1cc682cea2ae55524432f3cdff9e9a3be743d52a7443d0cba9017c23c87ae2f6 \ + --hash=sha256:1f95b894f13729334fb990162e911c9e5dc1ab390c58aa6cbecb389c5b5e28ec \ + --hash=sha256:200e1050faffacc162be6a486a984a0497866ec54149a01270adc8a59b7c7d21 \ + --hash=sha256:2040ad4d1795a0ae89bfc7e8429677f365d45aa9fd5e4587cf1ea737f927b4a1 \ + --hash=sha256:2b64ca7d4aee0102a97f3ba22124052b4bd2152522355073580bf4845e2550b6 \ + --hash=sha256:2ceb2d3e01c5f1d83c4189737a42d9cb2fc38a6eeed225e7515eef71ad301dce \ + --hash=sha256:35c3a56d2ef83efc372eaec584314bd0ef2e2f0d2adb21c55e6ad5b344c0dcb8 \ + --hash=sha256:37425bc9175607b0268f493d79a292c39f9d001a357bebb6b88fdfaff13f6448 \ + --hash=sha256:3877ac408e14da24a6196de0ddcace62092bfc12a83823e92e49e40747e52c19 \ + --hash=sha256:3fd1fcdab3ea951b610dc4cef356d416d5802991e7e32b5254828d342f7b7e0b \ + --hash=sha256:41b71f4a3a4cab9d366cd9065b288efc4d4f3c0b37a91a8e0947fb5bd7f31d87 \ + --hash=sha256:43af8d1f3bea642559019edfe64e9b11192a8978efbd1539d7bc2aaa23d92de4 \ + --hash=sha256:45abad819184f07240d8a696117a7aacd39787af9e0b719d00285549ed19a1e9 \ + --hash=sha256:4b400bdc6f79fa02a4d86640310dde87a21fba0c979efff5248908c6f15fad1b \ + --hash=sha256:4eb6c25dd62ee8d5edf68a8e1c171dd71c292fdae95d8aeb3dd7d7de4c364082 \ + --hash=sha256:581b2264fc0aa555f3f435a5944da7504ea3a065d7029ad60e7c3d1ae09c5464 \ + --hash=sha256:5cf36e801231b6a2059bf354720274b7558746f3b1a4efb43fcf557ccd484a87 \ + --hash=sha256:5e3c5c011904115f88a39308379c17f91546f77c1667cea98739fe0fccea804c \ + --hash=sha256:6609bc224e9568f65064cfa72edc0f24ee6655b47575954ec6339534b2798369 \ + --hash=sha256:6e3dcd57ab780c741fde8dc68619de988b966db759a3c3152e8e9142c26295ad \ + --hash=sha256:6fac755ca3d2c3edcb22f479fceaa241704111414831ddd3bc6056e18516892f \ + --hash=sha256:744b2bf3640d907b79f3fd7874efe432d1cf171ee721243e350f55234b4cec4c \ + --hash=sha256:74cbb80d93260fe2ffa334efa24cb8f2f0f622a9b9febf8b483c0b865bfb3475 \ + --hash=sha256:766e0dc5a616d026a3a1cffa379af959671729083882f50307e18175797b3dfd \ + --hash=sha256:7bdf2da170b67fdf10bca777614b1c7d96ae3ca5794fd9587dce41eb2966e866 \ + --hash=sha256:7ff200bf9d24f2e4d5dc6ee8c3ac64d739d3a89e2326ba68aaf6c4a2b838fd7d \ + --hash=sha256:844e165636711ef41f80b4103ed234181646b98a53c8f05da12ca5ca289134f6 \ + --hash=sha256:8a604bae87c6195d8b1045eddece0514d041604b14f2727bbc2b3020172045eb \ + --hash=sha256:94055a11dfebe37c656e70317e1996dc197e1a15bbcc351bcdd4610e128fe1ca \ + --hash=sha256:95d8e012d8cb8816c226aef832200b1d45109ed4464303e997c5b13122b297c0 \ + --hash=sha256:9cdc1a2fcfd5c52cfb3045feb399f7b3ce822abdde3a193a6b9a60b3cb5854ca \ + --hash=sha256:9ecb4efb1cd6e8c4afea0daa91a87fbddbce1b99d2895d151596716c0b2e859d \ + --hash=sha256:a3472cfbca0a54177d0faa68f697d8ba4c80bbdc19908c3465556d9f7efce9ee \ + --hash=sha256:a4328d245944d09fd639771de275701ccadf5f781ba0ff092ad141e017eccda4 \ + --hash=sha256:a48a72c77a310327f6a3a920092fa2b8fd03d7deaa60f093038f22d98e096717 \ + --hash=sha256:a720477885a9d2411f94a93d16f9d89bad0f28ca23c3f8daa521e2dcc3f44d49 \ + --hash=sha256:a77cbd07b940d326d39a1d1b37817e2ee4d79cb30e7338f3d0cddffae70fcaa2 \ + --hash=sha256:a9956e4d4f4a301ebf6cde39850333a6b6110799d470dbbb1e25326ac447f52a \ + --hash=sha256:adb2642e060a6549c343603a3851ba76ef0b74cc8c079a9a58121c7ec9fe2350 \ + --hash=sha256:beeda3d4ae615106d7094f7e7cef6218392e4465cc95d25f900bebabfded0950 \ + --hash=sha256:c80be5ede8f3f8eded4eff73cc99a25c388ce98e555b17d31da05287015ffa5b \ + --hash=sha256:cc90d2e9c7e5c7f1a482c9875007c095c3194b1cfedca3c2f3291cdc2bc7c086 \ + --hash=sha256:cd96a1898c0a47be4520327e01f874acfd61fb48a9420f8aa9f6483412ffa444 \ + --hash=sha256:d2650c1fb97e184d12d8ba010493ee7b322864f7d3d00d3f9bb97d9c21de4068 \ + --hash=sha256:d30e57c72013c2a4fe441c2fcb8e77b14e152ad48b5464858e07e2ad9fbfceff \ + --hash=sha256:d59c30000a16d8edc7e64152e30220bfbd724c9bbb08368c054e24c651314f0a \ + --hash=sha256:dbc12c9f3d185f5c737d801da555fb74b3dcfa1a50b66a1a93e09190f41fab50 \ + --hash=sha256:e18f12c6b0bc5a592ed23d3f7b891f68fd7f8241d69b7883769eb5d5dfb52696 \ + --hash=sha256:e19ebea31758fac5893a2ac360fedd00116cbb7628e650842a6691ba7ca28a21 \ + --hash=sha256:e30bdeaa5deed6bc27b4cc490823cd0347d7dae09119b8803ae576ea0ce52e4c \ + --hash=sha256:eb092099205ef62cd1782b006658db09e2fed75bffcae7cc0d44052d8aa0f484 \ + --hash=sha256:eee2cfda04c00a857206a4330f0c5e3e56535494e30ca445eb19ec624ae75118 \ + --hash=sha256:f4115102802df98b2b0db3cce5cb9b92572633a1197c77b7553e5203f284a5b3 \ + --hash=sha256:f590cd684941912d10becc07325a3eeb77886fe981415660d9265c4c418d0bea \ + --hash=sha256:f8885db0bc2bffa59d5c1b72fad7a6a92d3e80e7257f967dd81abb553a90d293 \ + --hash=sha256:fcb310ddb270a06114bb64bbe53c94926b943f5b7f0842194d585c65eb4edd76 + # via + # -r requirements.txt + # botorch + # gpytorch + # linear-operator + # scikit-learn +setuptools==78.1.0 \ + --hash=sha256:3e386e96793c8702ae83d17b853fb93d3e09ef82ec62722e61da5cd22376dcd8 + # via torch +six==1.17.0 \ + --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \ + --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81 + # via python-dateutil +sniffio==1.3.1 \ + --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \ + --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc + # via langsmith +sqlite-vec==0.1.9 \ + --hash=sha256:1515727990b49e79bcaf75fdee2ffc7d461f8b66905013231251f1c8938e7786 \ + --hash=sha256:1b62a7f0a060d9475575d4e599bbf94a13d85af896bc1ce86ee80d1b5b48e5fb \ + --hash=sha256:1d52e30513bae4cc9778ddbf6145610434081be4c3afe57cd877893bad9f6b6c \ + --hash=sha256:4a28dc12fa4b53d7b1dced22da2488fade444e96b5d16fd2d698cd670675cf32 \ + --hash=sha256:4e921e592f24a5f9a18f590b6ddd530eb637e2d474e3b1972f9bbeb773aa3cb9 + # via langgraph-checkpoint-sqlite +sympy==1.14.0 \ + --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \ + --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5 + # via torch +tenacity==9.1.4 \ + --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \ + --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a + # via langchain-core +threadpoolctl==3.6.0 \ + --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \ + --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e + # via + # botorch + # scikit-learn +torch==2.13.0+cpu \ + --hash=sha256:0555fde6108ca90247ae33d4e1237cbae475c86a223bb2f0f91d9addf1f611bd \ + --hash=sha256:0b8f7d0423027ae8b90c7977c627f3379f325363a08224dffad9b4b2d684a83d \ + --hash=sha256:10717d8b3b67c45a4788bf7ffc0bab1ea1e5ebbedd24466be6100102d141fac1 \ + --hash=sha256:1a3a35229fdc13446b4eab50e7fcf9399ff941e89a3b761497786297a5d8dde5 \ + --hash=sha256:222a6681467cc7f6f05cd3068dfbc603def3a1e46d1d4620c1c8cdf6178bd563 \ + --hash=sha256:2b3d093abd919ad934c43d47e73ba63ceba7cbd7269fc2e9c1e4fc29e8fe45fa \ + --hash=sha256:3bbb357161e8db43ba7cdcc7e03561eba0c449392f2f27d3566887198fcb4ead \ + --hash=sha256:3fbf9c9d1f3c10c2d59d04aca426dee9ccc6ceb32d255c61e93acc3b4f75fae6 \ + --hash=sha256:4ca4a9394b0c771238a4f73590fdbbc4debad85ed0fa63d026ae1b085da7d6e2 \ + --hash=sha256:6746dbcbeb526eb61330b76b41ff1b4eb848951103a892eeb080dfa2b264667b \ + --hash=sha256:6e9817dbdf5ea76789babd46e457eac5bf14ff566cf85f8addbfdff2d56601ce \ + --hash=sha256:6f307c2c32d764ffc6ff6893b801fad6d4752f3e67966cb8abf1843427c02604 \ + --hash=sha256:7b8d26e29bceafbdaa8d63bfe7612f23875b5af2cc07e13f809c3ed890bbe1d8 \ + --hash=sha256:84453b69508ec79902f899c5ed9495acb9e2bbe9fda5f1d5d6f19e3c3842e1a7 \ + --hash=sha256:8e109528e6bab044815daebaf71770fbaace3a66ef1c816cb55c875350f78a60 \ + --hash=sha256:8eb5002ca81af00ae69b57540f615b58b8ae922b6d4848176b366a52bd2196e6 \ + --hash=sha256:966d020354f465672dc7dd10d3a5c6cd17d7eb48620aa1d265b48a1f78f06898 \ + --hash=sha256:991cc14b39e751122c01f017be6448533989868731cb5eecd1006893d26787c2 \ + --hash=sha256:a17ff48608634db245e17e8bb00a9558554a49aeb1e4f5fe6cd039af2a10515b \ + --hash=sha256:a43376bd094124ef626bfdd3d4c2c62eacb0b5ddc99776f4a32d4fd16f1f3420 \ + --hash=sha256:a8b450c1e58e5800e5b4691dac412f8d2d65a1dc3298166f91596603a3531e6f \ + --hash=sha256:ac7aaf322be4777765a53bed7264a214dd81b3a1d276b93150515a3c5f75e4b0 \ + --hash=sha256:b222c15a0fc2ce207d1c1a59700b46c8fa6748df1f447ad11e5c870dde0933d9 \ + --hash=sha256:ca021f9eb2f8345c83fa03e3a04587308afb8df71bd472670b3ece00df58621c \ + --hash=sha256:d20fa53ee744502fa4c69818a720b05ca0d37abd055d4f6e66cae155114bc691 \ + --hash=sha256:dec241fef3984c0d1edadd1f58708e218d4eae881ceef7bc10cf9964d41b68b9 \ + --hash=sha256:e2e5134decf00e218da62318f3dc5df156231d367871918e91eba95ab0ad43ab \ + --hash=sha256:f028e428bddee95cdb86e2470254e95c9af629362488550c200ed4793125a817 \ + --hash=sha256:f5cbb61180a9793d9e12fe115a2310d2600bd449dfb9a01ec5640e21359fa5ea \ + --hash=sha256:fa0762705b933624d59f6823db9ce7ec2e35b3e1e9c319c9db51fbeecfc3e319 \ + --hash=sha256:ffadde149901c8afa138daa38d898264003cfcf1a3336ca5cd964b5af227d867 + # via + # -r /tmp/claude-11549/-exp-mu2e-app-users-oksuzian-autoresearch/b42dfdec-9da3-4c8b-a6a0-19e7f546bafa/scratchpad/lock-input.txt + # botorch + # linear-operator +typing-extensions==4.15.0 \ + --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ + --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548 + # via + # anyio + # botorch + # langchain-core + # langchain-protocol + # langsmith + # pydantic + # pydantic-core + # pyre-extensions + # torch + # typing-inspect + # typing-inspection +typing-inspect==0.9.0 \ + --hash=sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f + # via pyre-extensions +typing-inspection==0.4.2 \ + --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \ + --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464 + # via pydantic +uproot==5.7.5 \ + --hash=sha256:25aee18f2d11dda6b26c6d76d84a9bc0f0aa0adeeba60548e47391964edae760 \ + --hash=sha256:c9a30c8b39ffd30d9f87d7a8ec49a82c3d71fe163161b28e193c83d771119cd6 + # via -r requirements.txt +urllib3==2.7.0 \ + --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \ + --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897 + # via requests +uuid-utils==0.17.0 \ + --hash=sha256:03815cea572c8a693cab5475b9d750cc161470961c7defa27e9286cad62f38f5 \ + --hash=sha256:04452640d8b6920c480c16e5afe91ff896d236e0c972830f9247e0898d38c803 \ + --hash=sha256:09a55b7a5ae764985cb46467496a1787678d0a1400356157a080ad95b1a36869 \ + --hash=sha256:0ab4a66e7a035ad6625cfc1fbdb34f5c2d25a80ae1ef4bfee458ea2036333c6d \ + --hash=sha256:0bc4c431ccd59c764080ceb43b126043325fe17861b87759d026a0cdd8423bb2 \ + --hash=sha256:0f3729e839209f3457d0d8b6a35a376fdf65577a5aecaf4cc3587d3305759ba6 \ + --hash=sha256:0fcca4e838af9ac9243b3358d7c14afa4dca286a87781124c272d6c4cad9c968 \ + --hash=sha256:1019476b6bdc047216ef7414be5babe0fa5ccfde977c0cac4fd6c75ddec66ff7 \ + --hash=sha256:14dc2f46abb1091260c0d203fcbdf4e045042cc07e49183fd3b255904b95eb70 \ + --hash=sha256:1776a80d16369999b21627028cc5dbce819be83e1e079fdd7a51b587d2916db9 \ + --hash=sha256:1edf2f8732e4ed95bd7b65f2658f4aa072efaaff321144f4e0d4bf6a22709263 \ + --hash=sha256:1fd6f0e8a162dc0e9255b6aebe3cd175e76c33202f1bf39da9e6294b93db0099 \ + --hash=sha256:21c79b61ff750abcf057163dd764ccb6196cde7a26cda1b31b45cd97769e03b3 \ + --hash=sha256:220b52746d99e11964badac3c0869016e0c24bafb70a7dd5c2c072a6be3da9cc \ + --hash=sha256:237722b6581bb5b4eb4cefbcbe5c6e2980a440aabe781fbe50ebf1cb71eee4cc \ + --hash=sha256:239d8a281fe10bae33205b5d43185834d556b18434e0a113b5dc1dfb2fd97e91 \ + --hash=sha256:29179ffb7b317239b6d6afb100d14c439c728770460718280b9c0a42d2561ec2 \ + --hash=sha256:2db386941cfdecdd0b5a8ceeed5cf7479c83d1730dcf64a48d43cfa018cc3310 \ + --hash=sha256:2dd4a21baaac9a88486f0dd166c5793feb101a0bb9f006f2c401657fff5a1343 \ + --hash=sha256:309a35f12d99dde19032bc2259cda6431c85eeac0879134dc777cc3087d7e1cb \ + --hash=sha256:3150d836290c88f1d26eb59c4db280d87417dd3bfaadd2889c77416c8f0ff6fa \ + --hash=sha256:32abaafc8e91928b3d9f4d82e42d2094041e38ad6bb964066faadff28e4162f1 \ + --hash=sha256:32df1944808877702ceea398c103881c09a679bb672a215e01c2a84231266bf9 \ + --hash=sha256:344f7c755e280ea0ba6aeb08022190d867a80000b1715cacded54fc4b5633607 \ + --hash=sha256:351462debd866f1f25e4d4f5c7fac89525b52151f0102a1bdfe94a999b046f5f \ + --hash=sha256:375cde148430d60a4a07c03abaa0774c4fddfdd90de99b4ba02f24088bc9d750 \ + --hash=sha256:387cf7437c94ddec08651a0f1081381299c7075bc48a6251d8922bf39973378a \ + --hash=sha256:3dac0ad0cd9a2818d1775215365a4e8c2f8ada215529dd26f3f8cceeb67a6988 \ + --hash=sha256:405233a5f625b3d995648f4647fa6befa4567cf3f74e1f6b9837e16f7310f0e0 \ + --hash=sha256:4134353bfe3026ddab8e886002dc52bc5a0ab04611aabb0eaae23c32e6e57f64 \ + --hash=sha256:42275ebd0e8e74e32cdbfb8bd88fc99576567d51d54a508020611fd8f4f463a0 \ + --hash=sha256:4441600447d340ae103a353f01dbcd22ff680e5ee1a22988efe8d7b791d8fdb3 \ + --hash=sha256:46a73cacdf512f473a81f65dbf84186e08cfe6e9118fa582b6c6b33a8288a30d \ + --hash=sha256:4bf4d9cd1e80e73922073b9b27c143bedeb109d65f94cd12712e2c87118f2b7d \ + --hash=sha256:4e2ac1c0b56f2c91b6f158e29ed96b1503223fe8aa6e79b1be1dc55bd8a5131c \ + --hash=sha256:52db0e471d3d2632d35445af352591f40a8f32959a412981d9f51e068bb9514b \ + --hash=sha256:53ce348ef4c6e98c02c19c522af01334fe94476ce9af0db8c4482f9f142ae9c1 \ + --hash=sha256:5641071337eb11d61a001ea08793bf72216f3241f0a433ed2764804b2a3e3cc7 \ + --hash=sha256:5670c52a438e21483ce715776144914a4e2a2a5c62d9dee15f8a3e90cf128ae6 \ + --hash=sha256:56aa6488b931246fae11924e4bd0e2b32677e63945eecb71c29e3c2ca0dc3131 \ + --hash=sha256:570db214f6d8507587a8faa968a3fe65e957daeb7bc48b27dc7f69bc3ecdd6f1 \ + --hash=sha256:58838921e377791ef22c64cc92141bfae030f43651ff9272f0f28a208a9e6a5a \ + --hash=sha256:589d9da7de8fa7f739bb970ac4632c9a268213117d634e1c4a58c1c1e821ca05 \ + --hash=sha256:5a4370089c8b2e42f1db51d76408c7fa8eaa2934bf854d17983d16179c07c098 \ + --hash=sha256:622cdde768300591ac79bfcd7bb3468e4b191b1105d5dbfe8d87c39d8f63dd46 \ + --hash=sha256:673d89cc434cc9b97a0b4cf61272f6fca70a81f64eb0afbface2a0d9f77f06cd \ + --hash=sha256:6a019a31bc4db89a0903a3e4f6b218571f3a6ff0ad4b3d3fe1c8f91a05ff6e3e \ + --hash=sha256:6c142bd0cb4dba31c10babe00d59f7ef6460f0ef55eaa9c1a9da270684af996a \ + --hash=sha256:6f29689a76fe7a49cbd629a794d0ec1eab48814e323a00a146a741b0195bde68 \ + --hash=sha256:75d7411e8eb9259764dd60310738540649057cda4509b4af14b36b7f663bfeb0 \ + --hash=sha256:793229621e1ad6cac55f015cfa9f4eff102accbc3da25d607b91c6b0bec167fb \ + --hash=sha256:7a49f47ac26df3e431c56b825c1bae8e6d3d591fdbb7438c227cc9845a7e3d73 \ + --hash=sha256:7b9044ce4acbf392d4b3a503fe377641f4deff82e6c341c36ef27af0dea76cdf \ + --hash=sha256:7c89359affecebe2e39e6a116d069b363c936511a9572b308402489a26957d89 \ + --hash=sha256:84ed3a2d5cd3ae6db87af20bfed3331116195ba4757ad7177fc8f12c1bbce2a9 \ + --hash=sha256:89a0980d49683c00539c59cd9f46b1908c538e6b5b0a48ad12187bb856d0f391 \ + --hash=sha256:8b72c2002202038666bf647f9a790906214c7c11cd0d6efef77b7d07bef3034a \ + --hash=sha256:8eb3e5caca8d3a6f72ea4cce024583f989f6f2e9186f98800213fff0176e8bcc \ + --hash=sha256:9082e709014946b1f6e96ae6ecd93652efca2d2a6a3ab67dbe151c8b4bf193a4 \ + --hash=sha256:9205068badf453d2f0821fd5d340389b4679992d7ff79d4f3e5608996dd1b287 \ + --hash=sha256:9472a8de37faf8bd216c628e0e68c8f6bef730d3ba0a5060f3b0fa460c992ac2 \ + --hash=sha256:967955620df45e6cffe2e9950cb9903cb455649396f896b26b04363a91a5054b \ + --hash=sha256:975c17da26c5b9d46c336b03c52a057ac28378d6f9d98b58d32a038589bb3912 \ + --hash=sha256:981cc10163988defea96e8d6c507df151eab8f483e7df9ae543d5a41a4be073b \ + --hash=sha256:98c88d3edd08e7245562e9815996dbc6f0bd4745e1c76462f24af5ae4e187dd1 \ + --hash=sha256:9a91c4814c7150a4d798da691b7804eacd78c4b84fb392a60fa0de21341861eb \ + --hash=sha256:9e311f908d2f842fca4c7dcebc4f10306b8089b204ef04cf6704b4332c9ff6ff \ + --hash=sha256:9e753e81457241e2200c56a898e268e8fa25796271af0489c608f24d8e631eed \ + --hash=sha256:a46bedc273b6f58f11dee816ff74999625ef8d007890f411b7a4975bf1c89330 \ + --hash=sha256:abb5667a36119019b3fa320c4d10c21ebccfcc87c8a739e6a0056cee7f48dde2 \ + --hash=sha256:b3131a82d0c7611f0aa480a6d36929e001a3f54ba0fc029a8118a5863cce513c \ + --hash=sha256:b5d11cccba076a32321ef1380dea956821f0b51794ef59df64e58fb1cd543aae \ + --hash=sha256:b6c5d2d71e1f17329150ad9427d27f4a3f29a01792e7ecdc64a98ac5368fc4d5 \ + --hash=sha256:b776c7fc8755c7de06dd5a22b47c40ae84f67d13277ebb233cc84933ba4dcbcd \ + --hash=sha256:c00d182e31034250690f417b9068b78eab423c10d76766664e82d9860c340479 \ + --hash=sha256:c351737e2e65497c7200ab4ffb8af97e9f48be6488309abdd265fe08d66ee92f \ + --hash=sha256:c4f845166b09acc65c5213a35551a7f81c17fa010ab467229b5813f79d17fe13 \ + --hash=sha256:c589f5023d471ce75dd2cce61acb25ed6347e562041588a1a366808f22d7176c \ + --hash=sha256:cee808b405e9095506f4e4e89924bec7ea77eac3129b6fe36eda04364b3b343b \ + --hash=sha256:d11a7bc1e02da8984d32e6de9e0826c6edac00eac17de270f372bf32f9a0af63 \ + --hash=sha256:d27c531edb8d1f38ca2eddaa1fa24913a460aeb721f2efd4ef42a124ce94e354 \ + --hash=sha256:d2d9a63a9e6f2416ace8c109043a9280d6b34f34bb2e5421903e149403db40a6 \ + --hash=sha256:d561a4c5747a1e6c7fa7c49a0292e78b4e8c456332caa084fc7abad8de828652 \ + --hash=sha256:d63010803d7c368963bbe6f7ec379593e76dd581d7db0f29118d88713c9e0354 \ + --hash=sha256:dd741c73440b328f937dc53b344ecadc46bc4f0cec0333a8f42b55f3468ce7ec \ + --hash=sha256:de1064663aa7c839286488a319d2b3b478ca5ab5b2091ade888ed0eeca11a98a \ + --hash=sha256:e252db239eb41c32248e096e0d170bce5896a4fd3405556362bc3dd83d912206 \ + --hash=sha256:e288a06cbbbcd01b44386e767985c9e21d2ad9bf59829aa7058d9a2a494804ab \ + --hash=sha256:e59b60a0a4cb7541480e02090d37dc2df3b72df4c2e776fff64ce3a4e3dd4637 \ + --hash=sha256:e671b2322ef09106ecb1ca0f4c398b134d5e2c1f80d7a4f3336847a3072c0e94 \ + --hash=sha256:e7b04935a79c03c41ad08d0a5f390aac968bfb561f1268897bc5b0f077971efd \ + --hash=sha256:f7e9b8728ba07a3cb2f29d5aa1a266c2664eb8ef0fd43afa34627c92f7fac8f0 \ + --hash=sha256:f9b093cb3b6c9d6233ef45a05cab064d2aa0a8cb3c5777084c9e20fcb77c2371 \ + --hash=sha256:fae8b282f0cb22a5de222999f7723f4e5ec04f6fcdf4aaef879b5b36625ae2b0 + # via + # langchain-core + # langsmith +websockets==15.0.1 \ + --hash=sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2 \ + --hash=sha256:0a34631031a8f05657e8e90903e656959234f3a04552259458aac0b0f9ae6fd9 \ + --hash=sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5 \ + --hash=sha256:0c9e74d766f2818bb95f84c25be4dea09841ac0f734d1966f415e4edfc4ef1c3 \ + --hash=sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8 \ + --hash=sha256:0fdfe3e2a29e4db3659dbd5bbf04560cea53dd9610273917799f1cde46aa725e \ + --hash=sha256:1009ee0c7739c08a0cd59de430d6de452a55e42d6b522de7aa15e6f67db0b8e1 \ + --hash=sha256:1234d4ef35db82f5446dca8e35a7da7964d02c127b095e172e54397fb6a6c256 \ + --hash=sha256:16b6c1b3e57799b9d38427dda63edcbe4926352c47cf88588c0be4ace18dac85 \ + --hash=sha256:2034693ad3097d5355bfdacfffcbd3ef5694f9718ab7f29c29689a9eae841880 \ + --hash=sha256:21c1fa28a6a7e3cbdc171c694398b6df4744613ce9b36b1a498e816787e28123 \ + --hash=sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375 \ + --hash=sha256:27ccee0071a0e75d22cb35849b1db43f2ecd3e161041ac1ee9d2352ddf72f065 \ + --hash=sha256:363c6f671b761efcb30608d24925a382497c12c506b51661883c3e22337265ed \ + --hash=sha256:39c1fec2c11dc8d89bba6b2bf1556af381611a173ac2b511cf7231622058af41 \ + --hash=sha256:3b1ac0d3e594bf121308112697cf4b32be538fb1444468fb0a6ae4feebc83411 \ + --hash=sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597 \ + --hash=sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f \ + --hash=sha256:3d00075aa65772e7ce9e990cab3ff1de702aa09be3940d1dc88d5abf1ab8a09c \ + --hash=sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3 \ + --hash=sha256:47819cea040f31d670cc8d324bb6435c6f133b8c7a19ec3d61634e62f8d8f9eb \ + --hash=sha256:47b099e1f4fbc95b701b6e85768e1fcdaf1630f3cbe4765fa216596f12310e2e \ + --hash=sha256:4a9fac8e469d04ce6c25bb2610dc535235bd4aa14996b4e6dbebf5e007eba5ee \ + --hash=sha256:4b826973a4a2ae47ba357e4e82fa44a463b8f168e1ca775ac64521442b19e87f \ + --hash=sha256:4c2529b320eb9e35af0fa3016c187dffb84a3ecc572bcee7c3ce302bfeba52bf \ + --hash=sha256:54479983bd5fb469c38f2f5c7e3a24f9a4e70594cd68cd1fa6b9340dadaff7cf \ + --hash=sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4 \ + --hash=sha256:5756779642579d902eed757b21b0164cd6fe338506a8083eb58af5c372e39d9a \ + --hash=sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665 \ + --hash=sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22 \ + --hash=sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675 \ + --hash=sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4 \ + --hash=sha256:5df592cd503496351d6dc14f7cdad49f268d8e618f80dce0cd5a36b93c3fc08d \ + --hash=sha256:5f4c04ead5aed67c8a1a20491d54cdfba5884507a48dd798ecaf13c74c4489f5 \ + --hash=sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65 \ + --hash=sha256:66dd88c918e3287efc22409d426c8f729688d89a0c587c88971a0faa2c2f3792 \ + --hash=sha256:678999709e68425ae2593acf2e3ebcbcf2e69885a5ee78f9eb80e6e371f1bf57 \ + --hash=sha256:67f2b6de947f8c757db2db9c71527933ad0019737ec374a8a6be9a956786aaf9 \ + --hash=sha256:693f0192126df6c2327cce3baa7c06f2a117575e32ab2308f7f8216c29d9e2e3 \ + --hash=sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151 \ + --hash=sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d \ + --hash=sha256:76d1f20b1c7a2fa82367e04982e708723ba0e7b8d43aa643d3dcd404d74f1475 \ + --hash=sha256:7f493881579c90fc262d9cdbaa05a6b54b3811c2f300766748db79f098db9940 \ + --hash=sha256:823c248b690b2fd9303ba00c4f66cd5e2d8c3ba4aa968b2779be9532a4dad431 \ + --hash=sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee \ + --hash=sha256:8dd8327c795b3e3f219760fa603dcae1dcc148172290a8ab15158cf85a953413 \ + --hash=sha256:8fdc51055e6ff4adeb88d58a11042ec9a5eae317a0a53d12c062c8a8865909e8 \ + --hash=sha256:a625e06551975f4b7ea7102bc43895b90742746797e2e14b70ed61c43a90f09b \ + --hash=sha256:abdc0c6c8c648b4805c5eacd131910d2a7f6455dfd3becab248ef108e89ab16a \ + --hash=sha256:ac017dd64572e5c3bd01939121e4d16cf30e5d7e110a119399cf3133b63ad054 \ + --hash=sha256:ac1e5c9054fe23226fb11e05a6e630837f074174c4c2f0fe442996112a6de4fb \ + --hash=sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205 \ + --hash=sha256:b359ed09954d7c18bbc1680f380c7301f92c60bf924171629c5db97febb12f04 \ + --hash=sha256:b7643a03db5c95c799b89b31c036d5f27eeb4d259c798e878d6937d71832b1e4 \ + --hash=sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa \ + --hash=sha256:c338ffa0520bdb12fbc527265235639fb76e7bc7faafbb93f6ba80d9c06578a9 \ + --hash=sha256:cad21560da69f4ce7658ca2cb83138fb4cf695a2ba3e475e0559e05991aa8122 \ + --hash=sha256:d08eb4c2b7d6c41da6ca0600c077e93f5adcfd979cd777d747e9ee624556da4b \ + --hash=sha256:d50fd1ee42388dcfb2b3676132c78116490976f1300da28eb629272d5d93e905 \ + --hash=sha256:d591f8de75824cbb7acad4e05d2d710484f15f29d4a915092675ad3456f11770 \ + --hash=sha256:d5f6b181bb38171a8ad1d6aa58a67a6aa9d4b38d0f8c5f496b9e42561dfc62fe \ + --hash=sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b \ + --hash=sha256:d99e5546bf73dbad5bf3547174cd6cb8ba7273062a23808ffea025ecb1cf8562 \ + --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561 \ + --hash=sha256:e8b56bdcdb4505c8078cb6c7157d9811a85790f2f2b3632c7d1462ab5783d215 \ + --hash=sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931 \ + --hash=sha256:f29d80eb9a9263b8d109135351caf568cc3f80b9928bccde535c235de55c22d9 \ + --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f \ + --hash=sha256:fcd5cf9e305d7b8338754470cf69cf81f420459dbae8a3b40cee57417f4614a7 + # via + # langgraph-sdk + # langsmith +xxhash==3.8.1 \ + --hash=sha256:000435984a0469b0f822fe76f35bddea0f96a4d6521b3339a60a6428cdee1edc \ + --hash=sha256:00de40f3b42240db23a82a5c682b55d7263d84a26a953240c1aee463409660e3 \ + --hash=sha256:01cab782f8a0a05ecad2c63d7ef10f7ab475f660e0d6419d069418c14d88de7c \ + --hash=sha256:0204701e6d01f64254e0e5ff4255812b1febe027ddd7dda63372e27f98b5e91f \ + --hash=sha256:027dee4355f3fcc41481650d846cf6cfc895c85a1ab7acd063063821a0df5b4c \ + --hash=sha256:036a024d8b9c01f70782e09ed98d532e76fd23f950ae7154bd950fe94e90ebec \ + --hash=sha256:0418ec8b2331b9d4d575fc9284427e8e69449d7172e99e1a86fcdd1f51a0a937 \ + --hash=sha256:08ea2081f5e88615fec8622a9f87fbe21b8ea58d88cfc02163ca11026ee62a92 \ + --hash=sha256:095e1323fa108be1292c54c86da3ef3c7a7dc015b105a52133973bc07a6ad11a \ + --hash=sha256:09a204dd4bb0823daf938cdd0dc8057d5f1e14fe3cbde929424255f23f9de872 \ + --hash=sha256:0dfdf19b0d5433a75d61f19dc85737af0f0b95e445c1ad69c855115d05efed45 \ + --hash=sha256:0fe37f72a207223d22a4eddc3149d4298993385aa9daef25c039246ca5a309f3 \ + --hash=sha256:10e4393ec33633c2f05ad01869e546ad080b1a18f2650503731f153774608b31 \ + --hash=sha256:1153265daa10750a9bf8e9b01753d7618024a300925591efaf16b1b7fa536699 \ + --hash=sha256:115772daeb71b2f3b9381177017f53e6cf3f3439c840737fdabd21aba6e54920 \ + --hash=sha256:12a3cf79dadbab9631230ebc4c51c7c60f1e9cdfb890c15fb733eaafe2e7713c \ + --hash=sha256:12eaeaa9ab8b9e6033a1fa5f6b338aaf55ff4df4bee11b59fd6ee03b19186ee4 \ + --hash=sha256:131324f719957b988861714de7d6ddf57b47abec3b0cc691302ffeaba0e05e10 \ + --hash=sha256:15790b686f8723b845fec6f612a343beb815a25c83117a7fa408d7c8ee5aa8fd \ + --hash=sha256:1731407102b9332cd3c9dadee07db498bc3d437b95d752b5b1a5f7eb730a3738 \ + --hash=sha256:1b86ae798a976ccbc1d02af6ccb98f5b4d24756b1f65e995f11d10fe071f486f \ + --hash=sha256:1c332dd48b8cb050da2bb2a3c96d72b1664168650a250ef9718e423df7989e05 \ + --hash=sha256:1da930bbcac3e8fbe2191850e2abb57977a99348c12c4b385e1058ac1b0a9ecc \ + --hash=sha256:1f44275ddb0978b67a58a951501903f04d49335a91f7681c9ce122ecb8ccb329 \ + --hash=sha256:1ffcc98d8878e449e86dec008cea6f44cfd3a954d2ef24ae7d1cc9f725beec7d \ + --hash=sha256:220d68130f83f7cc86d6edfdeab176adc73d7200bf3a8ec10c629e8cf605c215 \ + --hash=sha256:2256e80e4960ee282f63428adb349cb7f8bd8efe4db770d88eb815f4b9860724 \ + --hash=sha256:23e710118a5778a45db740b431943a3f2a82a571a052c2768cce6544d9c8c62e \ + --hash=sha256:264710bd335016f303763ce1275c6486df30bb57c2245c91b224c983d7ac39b8 \ + --hash=sha256:2666f059a1588a99267e33605365ed89cea92f424b3522806a9f4bd8ad2e3d62 \ + --hash=sha256:27a9e475157f7315826118e3f3127909a0fe25f1b43d3d3be9c584f9d265f937 \ + --hash=sha256:27cfc2f1ed76f956f36dfe0c56e5f5a3e94cd91eb78b893f63e2ef2ae404fcdf \ + --hash=sha256:2bc7113e6f2b6b3922dd61796ca9f36af09da3773898e7003038dc992fc83b8d \ + --hash=sha256:2e32855b6f9e5b18f449e59d45e3d5778bdeb660632ef2693cca267a11246c75 \ + --hash=sha256:2f1c68394818e0595569c2ff3cbc1e6d5a36a434e796f5c526b987b80c8a8c62 \ + --hash=sha256:2f8c25a7061d952de589bd0ea0eaadee32378ff83dd6a677b267f9cd86f401f8 \ + --hash=sha256:314d05fbc55719ae2438eaaba77bf2508ca4f030b26fa4c9c8c380e81c48fa33 \ + --hash=sha256:32a94ad2763e0263d9102037d349002c3d3c401e42770542c3eeb4801f311661 \ + --hash=sha256:32ab1e5432690276e71192be7401b55f96db2d0eedea5d44eb1f164505669cc0 \ + --hash=sha256:345b07b78e2bf583d71682aa34ae5b5fab575f7a1cb31e10263ebbc6f89f8c42 \ + --hash=sha256:3557bec8fcb11738a8920eeb68974bc76b75262f6947998d3147954ce0a4b893 \ + --hash=sha256:358650d5bda9c635da699c53adf4e8134af492ecc79c960f917eebf088bb6799 \ + --hash=sha256:36fc69160465ae75c6ec4ac9f781bb2aa16ae7ff869e73c26fee85fbb11b9887 \ + --hash=sha256:37d5a56c36dcc0b9a87b814cd992598d33863ff683749de6c86081f278d5e629 \ + --hash=sha256:38c887aedb696ef8bca19983206d270848558cfae4a91afa6a2fb05dde58ffc5 \ + --hash=sha256:39c9d5b61508b0bb68f29e54546de0ed2a74943c6a18585535a7e37356f1dd12 \ + --hash=sha256:3a800912a2e5e975d4128969d645c4a2a80aa886ccd6c9b1c6f44529e327e8cf \ + --hash=sha256:3bc0fa90830df1e1277f33cc6e55de9990b83c0319fd8c7412866cfde38b025e \ + --hash=sha256:3c0d84c5f2e086b120bae4e7f551cbda804c1deb10d958478bed4f89ba286dfe \ + --hash=sha256:3c682fcd96eb4bf64be32a4d95f96107e1588005831bd8a741b324fdda01b913 \ + --hash=sha256:402db908ea70eaf9800d9182a66596fc86f36655df8f63fdecf7c11da741d86f \ + --hash=sha256:445e0f5a31f2f3546ae0895d4811e159518cdc9d824c11419898d40cfadb677e \ + --hash=sha256:4482380b462ca9e59994d072a877ecadd1cf51102daeeab2db696f96ab763723 \ + --hash=sha256:44c89d915a75c11d2547eaee9098fcd80398987c4bff2974a0497a925bf92c07 \ + --hash=sha256:454d78e786602278a2a4383d08048482052f4f0c61fa677ca590af08914d9bca \ + --hash=sha256:460261045936975193bfd20549a0de1cd52a33b405cbb972f0d80940c42266cd \ + --hash=sha256:46b39976d008e2a845758650f0ff7136bca004f40da0c8798bd37ac37860154f \ + --hash=sha256:498017fbf2d13a768b3110d084bde39f2bd8664c1de0b8084f8ccc84425b7c88 \ + --hash=sha256:49aa8692507835dcc1e8ad8021f20c74c2dc13d83b5112e87877faa2a0035b20 \ + --hash=sha256:4b512261801b1e5fde7b6ebf2fef7977339c620cbbca88a0040ad9ad134f4d02 \ + --hash=sha256:4bec8b2c909bcfae9a0dc702346007e02a8c9ba5bbde83ffb224aa194f4f9efc \ + --hash=sha256:4d365ee1892c1fa803536f8c6ce21d24b29c9718ec75eb856095c07830f8c478 \ + --hash=sha256:4d6e88ddb3c741fbf29e1e7faf429880f8cd1d7aff4303247435a549726b4fb1 \ + --hash=sha256:4df57c0b161ec1b3ed0526a67b0db0914b557e86ee8aae51887aec941b261542 \ + --hash=sha256:4e0e1b0fb0259c1b75d1251ac0bb4d7ab675d36f7a6bf4ba6aa630dae94f9ffa \ + --hash=sha256:4ef09bbc2519a93cd0f95f2ceb5f7b85919dffea643278e02362bf40e3c4bed1 \ + --hash=sha256:5013be3bea7612852c62a7437f3302c1cfb91ca7e703b194459db0b2b2e0d792 \ + --hash=sha256:5177aa44eddaa97c6ef0cc00c6d540edb64d51781d2f8fb941612ec61a92c9ed \ + --hash=sha256:51f71a6e2ad071e70c937e41fcb6c19f82c3f9f49831eba850ed4a106ffbb647 \ + --hash=sha256:538f5f865df6cd8c32dd63158a0e5b4f5dd08d732a7da8b7228a5a0776c8ce55 \ + --hash=sha256:53f3ed9118397074ff63a79b66b7fec1c84c782eecde35c5bc94e420a971c231 \ + --hash=sha256:559e3cabe522231909f9de98ef06929edbd53782046bd21aae0c72db6f2a0775 \ + --hash=sha256:57189a69c0891e4818853feaa521c972d22c880a001453addea015f48e3c3398 \ + --hash=sha256:57f80a898544db78ec6b0be6183bd1bc008933193d4199f5cde36b0e6bd5e062 \ + --hash=sha256:58346024d47e84f7d8b3e7f5d6faa1d58acbbe49a8771497872059f58c1d8ea5 \ + --hash=sha256:594131ce1aad18db3689781f806db1b065cdaa04f4df36b4c038d2013aefd0bf \ + --hash=sha256:5b96f0024e9840f449bd91b2d005c921a4b666055a0d1b6492463799f32aae22 \ + --hash=sha256:5c566b123dce7e4867ca518434cdfb9f84e5023771235b2e3107a26c9a41cbd8 \ + --hash=sha256:5d3dfb1f0ff146da7952867a9414f0c7a29762f8825a84879592612fd6139342 \ + --hash=sha256:5da703225374e3a4c8d4fd90e26fe7213a52004ec77f88b42b42e9e86d8c6d57 \ + --hash=sha256:5db43f249b4be9f99ef4b967863f37094fb40e67effafb78ba4f0356b6396104 \ + --hash=sha256:5eed32dad81d6ba8e62dc7b9ffa0500199385d7810a8dd9d4eafaceb8c6e20bb \ + --hash=sha256:602efcad4a42c184e81d43a2b7e6e4f524d619878f2b6ee2ba469011f47c8147 \ + --hash=sha256:614bca2c7cfa87ec95b703e691c3c5eb6c448b6dabbe9776ac53883152951729 \ + --hash=sha256:632a34590c090d1285ed5efa5a02be919f3f9a56a64bd25f693fe1e2d27a27fb \ + --hash=sha256:64af54dd1c3a45a27c04942f9a1a4683322bdd127f4745cca4e02549c1d2d2bb \ + --hash=sha256:6536d8677d2fff7e64cd0b98b976df9de7aee0e69590044c2af5f51b76b7a170 \ + --hash=sha256:656256c9f9303e47f07d5cb8ae4468285370adfafd7ba48aea33a458e7697626 \ + --hash=sha256:6696c8752aded28ff3b16f33ef28ce28fb5d209b80c206746f943199fcf5fd65 \ + --hash=sha256:6c7574528bc922f8757f34dd78ed60ab52b1c7973b630f5eae7ba33ec133ce71 \ + --hash=sha256:6cee733fe4ccb1737e0997135283c82341e5cfa9cf214b165f9087fb663aaf4f \ + --hash=sha256:6cf633fe83b1d4e6519d7259b33afe40fbba5d3f438730156971dd0cf7730610 \ + --hash=sha256:714503083a1f2065c9ad15340dd49ac8a8e948a505a705ffa1750cb951519113 \ + --hash=sha256:717b12fdc51819833704e85e6926d76981ffa3f780ef92e33ebb8b26d46bb230 \ + --hash=sha256:7258ee276e8772599bc19e14b36f6260306e21b637190cd7cb489a2449d48684 \ + --hash=sha256:72eb5ae575cc7ae2b23f6f8064a8b10f638c7149819ae9cc6d20ebd4d37a1629 \ + --hash=sha256:7345007c12780985de4fd740148776d1eee18c0d41407c6fa1e48c5450304fe5 \ + --hash=sha256:747476436f6891b9773374ce8d48edcc8b12cb5b61b67c6fb6289633747d088f \ + --hash=sha256:77f74e45a1e5574bbbf80181c8027b3a4c65c2248fffbd557bd596fff13102f9 \ + --hash=sha256:7801b7223db017b9c0c9ccf37e44524edb35a1544a1c032add22c061c6af0276 \ + --hash=sha256:78c794b643d214f1522e7a288bcf5a2de120d26cd170516749a4009dc92722c9 \ + --hash=sha256:7b5f97ecfede10d5b2870383620e2d25c8561e217c7bf9081073802b54248d2b \ + --hash=sha256:7dc4bdf008f77c88d544849c48c1a40faf25a5eff6cc466de2e8edc37c191fce \ + --hash=sha256:81f4ed9ca9644bc95cd976bfe10f7a4cafab8ffdc3aed52877d4600e445be7ef \ + --hash=sha256:82c0cedd280eab2e8291270e6c04894dbc096f8159a39dcf1807429f026ca3cc \ + --hash=sha256:8304be0982130954b7fd3aad18e2c6f8ee40254bc3d2e635991c16d77c91e2bd \ + --hash=sha256:83697b0ea1f10e7f5d8b26a4906fa851393c61546c63839643a2b7fe2d868061 \ + --hash=sha256:836f11d4474d3228e9909d97216faa4f7505df41cfaf3927eb29809de785a78d \ + --hash=sha256:83b9130b80b216d56fdf9e87131946b353c9627930c061955a101ea82b09fed9 \ + --hash=sha256:83d879362ddd0fedd3f2ab8ce7cce3da2049a6d51d16da8af73011c6edf4752f \ + --hash=sha256:848182a391fffdc25605443e832f5b443f25498edeccf9a64343fd84421ca04b \ + --hash=sha256:852bfe059720632e2f16a6a4745e41d20937b2bf2a42a401e2412046bb6971cc \ + --hash=sha256:868a8dcaff1a84ba78038e1cef14fc88ccf84d9b4d12ea604696e0693296aa56 \ + --hash=sha256:89b11a5cdd441aa463f6d34ca0241602bc09b001a76994b6059828494108c673 \ + --hash=sha256:89df64c10adfe340fb00330042537cdd6bf0d8d78bad73f29cfe5427eed7b084 \ + --hash=sha256:8ea8a141eeced4f6262ab6dd71c681ac546a558c30bb586abe087d814b5f85ea \ + --hash=sha256:8f454166c2ffed45636c8d501741e649851ba2f346c4eb73a64c07ac00428f20 \ + --hash=sha256:8f759eed402448c2bdbb492e4fba1f20668ffe29688605ea61f0f67f9e4e386d \ + --hash=sha256:9043877a917be88ccf230aa5667c1bd059bce80f4c2727e4defa1b29b7f48b08 \ + --hash=sha256:942bc86e9be6fdd6e1175048f5fe8f8fdaaf2309dd1323ef1e155a69cd346780 \ + --hash=sha256:947a585bcaa235702b7c59433b485489397f9a163b3f56058b9463a46fd9b74c \ + --hash=sha256:950ac754d16daea42038f38e7465eb84cda4d08d7343c1c915771b29470f065a \ + --hash=sha256:98d8ac1129b4dd39098cffed94d1284aceb61c3aa396757ccc736ac392e4cee5 \ + --hash=sha256:98ee81b4b7f3023c9cb04a78cc67610baffcb5812d92f2096cb5a5efc6f19437 \ + --hash=sha256:9b2ce44bf8f4a1d01f418b3110ff8dff32fd3f3e836c0e06333c3725f243fa6c \ + --hash=sha256:9d45eee3a95a8b61e5b568580caac91f1502ddb731aaf8f4aa448a98660b2fb4 \ + --hash=sha256:9db455cb649dcfe4504d6d68a6d83a7315a99a3ca59871dc3ff840671f99adba \ + --hash=sha256:9df56e6df96a60590935e22373041cccc91fd55858763dcffb55bf63b3a2b396 \ + --hash=sha256:9e80238259655bf69d7bcd08226a970d7f42605f3157786bfa76dd13472d7fa0 \ + --hash=sha256:9f23083e1bd9d901f844af7a126727c486e7eada9a1a6791c8f7e73f94fac656 \ + --hash=sha256:a2489d3a776fa380cb8e71f54c7fda268a9baf3de9b1395093fd280f95735907 \ + --hash=sha256:a5cd96f6dcdf4fa657b2d95668d71d58455248f98712ecffaa9c528edf40ccae \ + --hash=sha256:a5eed9d41995a83f3332b4e3396abb7f433cac584222bd7e305b606d8353861e \ + --hash=sha256:a6617f30641ba0d8baa1635fbefb1dffc5165ec36d26921bd5cee13497cd937a \ + --hash=sha256:a6e088bd7870775624256a0d84c2a6714afd223b2eeb56b0ca58398e52a32fda \ + --hash=sha256:a98b2f95cab589e0f5e92c48431afb4d56238b8bf6668edcc66166180e9b509b \ + --hash=sha256:ad52a0e4bcc0ba956a953a169d1feec2734a64981d689e4fc8f490f7bf91af60 \ + --hash=sha256:af0c9fedc4a2c24e8664953882fe8185f3790b8338c9c700f76f5ad660817711 \ + --hash=sha256:afe6380a0e9653a87aa1e6e88fb47718113e5563c7a1cb2bcc23c1d8e17e3961 \ + --hash=sha256:affb37f152e55b5e4494bb9d0107f7bb08515c6704fbed82d9f61214d74adc17 \ + --hash=sha256:b0093cf7eeb91b84776e8742113afa4bdf47533d36cf719179aaaf1f56f6f8bf \ + --hash=sha256:b0de4bf3aa66363552d52c6a89003c479911f12098cd48a53d44a0f7a25f7c46 \ + --hash=sha256:b30e01a0b97a4bc3f519a4d7a82da3dc53251fb0de5eeea8660dcd4ff094c0c2 \ + --hash=sha256:b3ba794c3d885803db6c3116686923f1ec13bc86e621e169a375282b63ea1cc6 \ + --hash=sha256:b3e1107fe5ca030f946dfa59fdbb66b5df121c8432f14b0bdd282d17b297f4eb \ + --hash=sha256:b5196cc2574cfec572a5f3fb7cfa5ade27305ae3d06516a082132441aff4c83a \ + --hash=sha256:b6fa3116e40e14e7782fb1a9f872f94b5997de21127c95545ce40196ac1351c5 \ + --hash=sha256:bb70573d2995d23932e2871120f78d798ebc3572e54c09e694a18ced95c5f8d9 \ + --hash=sha256:bbcdf9c92d21c65bc75426eecea724c8fa0d35a6e201fdf1630011d4cc3aa685 \ + --hash=sha256:bcab50a389cc04d87f90092af78a6adba2ab3deca63175a3344ca83514045315 \ + --hash=sha256:bf28f55e427e0483acb1f666bd0d869b6d5e5a716680c216ad7befe3d4cfba2e \ + --hash=sha256:bfcd82852c62a60e314670a9602de354c4460f8adad916e2e42a20860c7870bc \ + --hash=sha256:c240939e963653054fc7e4a17c382829cda4aa88a7daf0af841715dbded1b497 \ + --hash=sha256:c31a2649bcf1fe97cf11c79848d761df33ac46b3896942d31b640557b486ff6b \ + --hash=sha256:c4ed42965c2cd9081f011be22f69d0e65d3b6165fe7734072fd0c232840bbd4e \ + --hash=sha256:c73b6f652f0745425aa6378319c331293b5341756262e9408ed3d45f183375e6 \ + --hash=sha256:c85949d02c85adf6d786eb94858e124989a632a4e65739835b2fc5761827fac3 \ + --hash=sha256:c919f38cd3f0b5e8d30b81fd6cac688cf9221560340f0c35cbbb8b2bd77ad6ac \ + --hash=sha256:c959f88160b13b4e730b0d75b459b7929fc0d2225c284c9683ac95d6feeeac6a \ + --hash=sha256:cb3fe820c27593f170770d6c8d791936cf6275d9269405fbb7b30a55363c10c8 \ + --hash=sha256:cf399fac542a1c7a4734a435b93df2c55e858c7d31abf6c1bdf46f9ae67fbfd0 \ + --hash=sha256:d0b48cdf690a64cedf7258c3dc9506cc41fc86edd7739c40e3098952265dc068 \ + --hash=sha256:d247b34bf433c92b41689318fd25d246313cab2275a6a47e2efac178b80d6efe \ + --hash=sha256:d48acabb1e5cb0071009f80d71d7f01b6ba2c1d4b869b1352bb5df3f11bf7dfd \ + --hash=sha256:d5006c65ec507a333479e76e00e2c368781f16c24ededa764763956b32a0e93e \ + --hash=sha256:d58ce8b6cfa9c4d2f230557f69caf7c06369e318015d0b19485095bc2c5963ab \ + --hash=sha256:d59e71153fe9ff85648d00e18649b07e9b22c797291abb7e27274fa06df8b838 \ + --hash=sha256:d6a5c0bce213b23b0166fe0d35bcbbe23ce4b968f257cc7eb6fd57cb8e1e6297 \ + --hash=sha256:daa86e4b68221d38e669bb236ba112d0335353829fb627c82e5909e4bbe8694c \ + --hash=sha256:db77278a6eddadbf44ce5aae2fee5ebb4d061f026b1ce2130d058cd4d7a7b670 \ + --hash=sha256:dfe0580fbfd5e4af87d0cc52d2044f155d55ebd8c8a93568758a2ea7d8e15975 \ + --hash=sha256:e14800b9b10bb39d7a60ad4a310e403164d7b8988a27ae933d4e40618a44088e \ + --hash=sha256:e2a845687219ba3214126f14a8a5861f97c9e065a7d0b8252adb6df13eea86fb \ + --hash=sha256:e3b87cbd974512c0c5fc7b469c36b2cdc9ee6d76e4ec78bccb2c7184611c49b0 \ + --hash=sha256:e4a6443968c4e8dc69967e12776776a5952c119cc1bd94168ad1c5ad667c2be1 \ + --hash=sha256:e605e0b8abca9457abd5bee737e086ab145a20c25083ef1113013612268872ff \ + --hash=sha256:e6e49370822c1f4d8d90e678b06dbcb08b51a026a7c4b55479e7d467f2e813bc \ + --hash=sha256:e710ad822c493fb80a4fbc1e3d0a807b1422cb90adbe64378f98291b7fa48fef \ + --hash=sha256:ea6a3e734b0fd41b82784a400be946821900daebe610c050a5e0760838a34f99 \ + --hash=sha256:ec55d80e9b8a519d742669e0b49e8ce9e6747be42bf3c138158b6543a9c8e489 \ + --hash=sha256:ed8bcdab6692fd4ad0dd6241807a24a640a376764460023b8d462d745e6b7b27 \ + --hash=sha256:f377012b86c0a23a1df0cf5a1b05aa7187649e472f71c7892e5f2c2815bbe74f \ + --hash=sha256:f6114692261eff4266386cdec0f7d87eee24e317ab397c218b7ae6a76b4c6339 \ + --hash=sha256:f8044cf4c77f37968b8c4cbcbf7a0f355d8a437877ae18eba23e3aad953a6cc7 \ + --hash=sha256:f8ed8940435834141061da26d27c4dd0d18fb69777bf431f5c6cc46b43349113 \ + --hash=sha256:f93e408255ddce525189bf11feaa1be7ee35e55f486c299c97d9caa68d724a5b \ + --hash=sha256:fb9e256a357dfcede7818c6d34e70db2d6b664394803d1de4b6984d2de76c0f1 + # via + # langgraph + # langsmith + # uproot +zipp==4.1.0 \ + --hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \ + --hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602 + # via importlib-metadata +zstandard==0.25.0 \ + --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \ + --hash=sha256:01582723b3ccd6939ab7b3a78622c573799d5d8737b534b86d0e06ac18dbde4a \ + --hash=sha256:05353cef599a7b0b98baca9b068dd36810c3ef0f42bf282583f438caf6ddcee3 \ + --hash=sha256:05df5136bc5a011f33cd25bc9f506e7426c0c9b3f9954f056831ce68f3b6689f \ + --hash=sha256:06acb75eebeedb77b69048031282737717a63e71e4ae3f77cc0c3b9508320df6 \ + --hash=sha256:07b527a69c1e1c8b5ab1ab14e2afe0675614a09182213f21a0717b62027b5936 \ + --hash=sha256:0bbc9a0c65ce0eea3c34a691e3c4b6889f5f3909ba4822ab385fab9057099431 \ + --hash=sha256:0be7622c37c183406f3dbf0cba104118eb16a4ea7359eeb5752f0794882fc250 \ + --hash=sha256:106281ae350e494f4ac8a80470e66d1fe27e497052c8d9c3b95dc4cf1ade81aa \ + --hash=sha256:10ef2a79ab8e2974e2075fb984e5b9806c64134810fac21576f0668e7ea19f8f \ + --hash=sha256:1673b7199bbe763365b81a4f3252b8e80f44c9e323fc42940dc8843bfeaf9851 \ + --hash=sha256:172de1f06947577d3a3005416977cce6168f2261284c02080e7ad0185faeced3 \ + --hash=sha256:181eb40e0b6a29b3cd2849f825e0fa34397f649170673d385f3598ae17cca2e9 \ + --hash=sha256:1869da9571d5e94a85a5e8d57e4e8807b175c9e4a6294e3b66fa4efb074d90f6 \ + --hash=sha256:19796b39075201d51d5f5f790bf849221e58b48a39a5fc74837675d8bafc7362 \ + --hash=sha256:1cd5da4d8e8ee0e88be976c294db744773459d51bb32f707a0f166e5ad5c8649 \ + --hash=sha256:1f3689581a72eaba9131b1d9bdbfe520ccd169999219b41000ede2fca5c1bfdb \ + --hash=sha256:1f830a0dac88719af0ae43b8b2d6aef487d437036468ef3c2ea59c51f9d55fd5 \ + --hash=sha256:223415140608d0f0da010499eaa8ccdb9af210a543fac54bce15babbcfc78439 \ + --hash=sha256:22a06c5df3751bb7dc67406f5374734ccee8ed37fc5981bf1ad7041831fa1137 \ + --hash=sha256:22a086cff1b6ceca18a8dd6096ec631e430e93a8e70a9ca5efa7561a00f826fa \ + --hash=sha256:23ebc8f17a03133b4426bcc04aabd68f8236eb78c3760f12783385171b0fd8bd \ + --hash=sha256:25f8f3cd45087d089aef5ba3848cd9efe3ad41163d3400862fb42f81a3a46701 \ + --hash=sha256:2b6bd67528ee8b5c5f10255735abc21aa106931f0dbaf297c7be0c886353c3d0 \ + --hash=sha256:2e54296a283f3ab5a26fc9b8b5d4978ea0532f37b231644f367aa588930aa043 \ + --hash=sha256:3756b3e9da9b83da1796f8809dd57cb024f838b9eeafde28f3cb472012797ac1 \ + --hash=sha256:37daddd452c0ffb65da00620afb8e17abd4adaae6ce6310702841760c2c26860 \ + --hash=sha256:3a39c94ad7866160a4a46d772e43311a743c316942037671beb264e395bdd611 \ + --hash=sha256:3b870ce5a02d4b22286cf4944c628e0f0881b11b3f14667c1d62185a99e04f53 \ + --hash=sha256:3c83b0188c852a47cd13ef3bf9209fb0a77fa5374958b8c53aaa699398c6bd7b \ + --hash=sha256:4203ce3b31aec23012d3a4cf4a2ed64d12fea5269c49aed5e4c3611b938e4088 \ + --hash=sha256:457ed498fc58cdc12fc48f7950e02740d4f7ae9493dd4ab2168a47c93c31298e \ + --hash=sha256:474d2596a2dbc241a556e965fb76002c1ce655445e4e3bf38e5477d413165ffa \ + --hash=sha256:4b14abacf83dfb5c25eb4e4a79520de9e7e205f72c9ee7702f91233ae57d33a2 \ + --hash=sha256:4b6d83057e713ff235a12e73916b6d356e3084fd3d14ced499d84240f3eecee0 \ + --hash=sha256:4d441506e9b372386a5271c64125f72d5df6d2a8e8a2a45a0ae09b03cb781ef7 \ + --hash=sha256:4f187a0bb61b35119d1926aee039524d1f93aaf38a9916b8c4b78ac8514a0aaf \ + --hash=sha256:51526324f1b23229001eb3735bc8c94f9c578b1bd9e867a0a646a3b17109f388 \ + --hash=sha256:53e08b2445a6bc241261fea89d065536f00a581f02535f8122eba42db9375530 \ + --hash=sha256:53f94448fe5b10ee75d246497168e5825135d54325458c4bfffbaafabcc0a577 \ + --hash=sha256:5a56ba0db2d244117ed744dfa8f6f5b366e14148e00de44723413b2f3938a902 \ + --hash=sha256:5f1ad7bf88535edcf30038f6919abe087f606f62c00a87d7e33e7fc57cb69fcc \ + --hash=sha256:5f5e4c2a23ca271c218ac025bd7d635597048b366d6f31f420aaeb715239fc98 \ + --hash=sha256:6a573a35693e03cf1d67799fd01b50ff578515a8aeadd4595d2a7fa9f3ec002a \ + --hash=sha256:6c0e5a65158a7946e7a7affa6418878ef97ab66636f13353b8502d7ea03c8097 \ + --hash=sha256:6dffecc361d079bb48d7caef5d673c88c8988d3d33fb74ab95b7ee6da42652ea \ + --hash=sha256:7030defa83eef3e51ff26f0b7bfb229f0204b66fe18e04359ce3474ac33cbc09 \ + --hash=sha256:7149623bba7fdf7e7f24312953bcf73cae103db8cae49f8154dd1eadc8a29ecb \ + --hash=sha256:72d35d7aa0bba323965da807a462b0966c91608ef3a48ba761678cb20ce5d8b7 \ + --hash=sha256:75ffc32a569fb049499e63ce68c743155477610532da1eb38e7f24bf7cd29e74 \ + --hash=sha256:7713e1179d162cf5c7906da876ec2ccb9c3a9dcbdffef0cc7f70c3667a205f0b \ + --hash=sha256:78228d8a6a1c177a96b94f7e2e8d012c55f9c760761980da16ae7546a15a8e9b \ + --hash=sha256:7b3c3a3ab9daa3eed242d6ecceead93aebbb8f5f84318d82cee643e019c4b73b \ + --hash=sha256:809c5bcb2c67cd0ed81e9229d227d4ca28f82d0f778fc5fea624a9def3963f91 \ + --hash=sha256:81dad8d145d8fd981b2962b686b2241d3a1ea07733e76a2f15435dfb7fb60150 \ + --hash=sha256:85304a43f4d513f5464ceb938aa02c1e78c2943b29f44a750b48b25ac999a049 \ + --hash=sha256:89c4b48479a43f820b749df49cd7ba2dbc2b1b78560ecb5ab52985574fd40b27 \ + --hash=sha256:8e735494da3db08694d26480f1493ad2cf86e99bdd53e8e9771b2752a5c0246a \ + --hash=sha256:913cbd31a400febff93b564a23e17c3ed2d56c064006f54efec210d586171c00 \ + --hash=sha256:9174f4ed06f790a6869b41cba05b43eeb9a35f8993c4422ab853b705e8112bbd \ + --hash=sha256:9300d02ea7c6506f00e627e287e0492a5eb0371ec1670ae852fefffa6164b072 \ + --hash=sha256:933b65d7680ea337180733cf9e87293cc5500cc0eb3fc8769f4d3c88d724ec5c \ + --hash=sha256:9654dbc012d8b06fc3d19cc825af3f7bf8ae242226df5f83936cb39f5fdc846c \ + --hash=sha256:98750a309eb2f020da61e727de7d7ba3c57c97cf6213f6f6277bb7fb42a8e065 \ + --hash=sha256:99c0c846e6e61718715a3c9437ccc625de26593fea60189567f0118dc9db7512 \ + --hash=sha256:a1a4ae2dec3993a32247995bdfe367fc3266da832d82f8438c8570f989753de1 \ + --hash=sha256:a3f79487c687b1fc69f19e487cd949bf3aae653d181dfb5fde3bf6d18894706f \ + --hash=sha256:a4089a10e598eae6393756b036e0f419e8c1d60f44a831520f9af41c14216cf2 \ + --hash=sha256:a51ff14f8017338e2f2e5dab738ce1ec3b5a851f23b18c1ae1359b1eecbee6df \ + --hash=sha256:a5a419712cf88862a45a23def0ae063686db3d324cec7edbe40509d1a79a0aab \ + --hash=sha256:a9ec8c642d1ec73287ae3e726792dd86c96f5681eb8df274a757bf62b750eae7 \ + --hash=sha256:aaf21ba8fb76d102b696781bddaa0954b782536446083ae3fdaa6f16b25a1c4b \ + --hash=sha256:ab85470ab54c2cb96e176f40342d9ed41e58ca5733be6a893b730e7af9c40550 \ + --hash=sha256:b9af1fe743828123e12b41dd8091eca1074d0c1569cc42e6e1eee98027f2bbd0 \ + --hash=sha256:bfc4e20784722098822e3eee42b8e576b379ed72cca4a7cb856ae733e62192ea \ + --hash=sha256:bfd06b1c5584b657a2892a6014c2f4c20e0db0208c159148fa78c65f7e0b0277 \ + --hash=sha256:c19bcdd826e95671065f8692b5a4aa95c52dc7a02a4c5a0cac46deb879a017a2 \ + --hash=sha256:c2ba942c94e0691467ab901fc51b6f2085ff48f2eea77b1a48240f011e8247c7 \ + --hash=sha256:c8e167d5adf59476fa3e37bee730890e389410c354771a62e3c076c86f9f7778 \ + --hash=sha256:ca54090275939dc8ec5dea2d2afb400e0f83444b2fc24e07df7fdef677110859 \ + --hash=sha256:d7541afd73985c630bafcd6338d2518ae96060075f9463d7dc14cfb33514383d \ + --hash=sha256:d8c56bb4e6c795fc77d74d8e8b80846e1fb8292fc0b5060cd8131d522974b751 \ + --hash=sha256:da469dc041701583e34de852d8634703550348d5822e66a0c827d39b05365b12 \ + --hash=sha256:daab68faadb847063d0c56f361a289c4f268706b598afbf9ad113cbe5c38b6b2 \ + --hash=sha256:e05ab82ea7753354bb054b92e2f288afb750e6b439ff6ca78af52939ebbc476d \ + --hash=sha256:e09bb6252b6476d8d56100e8147b803befa9a12cea144bbe629dd508800d1ad0 \ + 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--hash=sha256:ffef5a74088f1e09947aecf91011136665152e0b4b359c42be3373897fb39b01 + # via langsmith diff --git a/requirements.txt b/requirements.txt index 80eede8..265a31f 100644 --- a/requirements.txt +++ b/requirements.txt @@ -12,6 +12,12 @@ # -r requirements.txt # ln -s /exp/mu2e/data/users/$USER/autoresearch_venvs/.venv .venv # +# This file is the human-readable INTENT: 7 of the 12 lines below are `>=` +# ranges, so it does not pin a stack. `requirements.lock` is the pinned, +# hashed resolution of it -- use that to reproduce a known-green venv, or to +# hand a publisher something buildable. Rebuild the lock (recipe in its +# header) whenever a pin here moves, and only from a green venv. +# # The AUTORESEARCH_BOTORCH_VENV env seam still selects an alternate picker # venv for A/Bs (e.g. a future train_Yvar or botorch-0.19 arm). langgraph>=0.2.50 diff --git a/stage_entries/mubeam.json b/stage_entries/mubeam.json index e4abb22..82b85cf 100644 --- a/stage_entries/mubeam.json +++ b/stage_entries/mubeam.json @@ -2,7 +2,7 @@ "_comment": "Rationale for these keys lives in core/pipeline.py, in the comment block immediately above _render_fcl_overrides (Task 14, lifted from Task 13's STAGE_FCL[\"mubeam\"]). Edit that comment block, not this note, when the rationale changes.", "fcl": "Production/JobConfig/pileup/MuBeamResampler.fcl", "fcl_overrides": { - "#include": ["Production/JobConfig/pileup/epilog_1b.fcl", "mubeam_extras.fcl"], + "#include": ["Production/JobConfig/pileup/epilog_1b.fcl", "sim_kept_products_extras.fcl", "mubeam_targetstop_path.fcl"], "physics.producers.g4run.physics.physicsListName": "FTFP_BERT", "physics.producers.compressDetStepMCs.compressionOptions.keepNGenerations": -1, "outputs.EarlyFlashOutput.fileName": "dts.owner.EarlyMuBeamFlash.version.sequencer.art", diff --git a/stage_entries/run1b_mubeam.json b/stage_entries/run1b_mubeam.json index aae46ea..7b44385 100644 --- a/stage_entries/run1b_mubeam.json +++ b/stage_entries/run1b_mubeam.json @@ -2,7 +2,7 @@ "_comment": "Rationale for these keys lives in core/pipeline.py, in the comment block immediately above _render_fcl_overrides (Task 14, lifted from Task 13's STAGE_FCL[\"run1b_mubeam\"]). Edit that comment block, not this note, when the rationale changes.", "fcl": "Production/JobConfig/pileup/MuBeamResampler.fcl", "fcl_overrides": { - "#include": ["Production/JobConfig/pileup/epilog_1b.fcl", "run1b_mubeam_extras.fcl"], + "#include": ["Production/JobConfig/pileup/epilog_1b.fcl", "sim_kept_products_extras.fcl"], "physics.producers.g4run.physics.physicsListName": "FTFP_BERT", "physics.producers.compressDetStepMCs.compressionOptions.keepNGenerations": -1, "outputs.EarlyFlashOutput.fileName": "dts.owner.EarlyMuBeamFlash.version.sequencer.art", diff --git a/tests/goldens/parity_a_baseline.json b/tests/goldens/parity_a_baseline.json index b5f12bb..7881a91 100644 --- a/tests/goldens/parity_a_baseline.json +++ b/tests/goldens/parity_a_baseline.json @@ -1,42 +1,6 @@ { - "foils": { - "rows": 92, - "skipped": 0, - "mismatch_idx": [ - 52, - 69 - ], - "header_matches_disk": true, - "sha256": "12ecfdede4ee053170a8c2481dcff5859b6747949c3d2acd09cd7236ddddf6c0" - }, - "foilsf": { - "rows": 586, - "skipped": 0, - "mismatch_idx": [ - 22, - 33, - 42, - 43, - 48, - 62, - 101, - 140, - 195, - 289, - 354, - 427, - 443, - 478, - 499, - 500, - 506, - 576 - ], - "header_matches_disk": true, - "sha256": "fda7b53ca242df5fbc2c48f6cb8d14e8f985a006935bc49ff4d998ab51e730e7" - }, "foilsflash": { - "rows": 304, + "rows": 414, "skipped": 0, "mismatch_idx": [ 0, @@ -91,30 +55,86 @@ 104, 119, 157, - 296 + 296, + 361 + ], + "header_matches_disk": true, + "sha256": "13efd8520ed1a0ff6e419a397fdd3d08a97c8cf7c1d0eed84133903fe59c79de" + }, + "foilspf": { + "rows": 90, + "skipped": 0, + "mismatch_idx": [ + 1 ], "header_matches_disk": true, - "sha256": "af2f7a91dd9e620a858f87d3fa027225d55b11a25cc0ffdf8f1db403d09cdee2" + "sha256": "e56b2c51d8bb545f4f3380936317134a26f1f072c6b8fa7c05794e97c0f39a7f" + }, + "foilspf2k": { + "rows": 35, + "skipped": 0, + "mismatch_idx": [], + "header_matches_disk": true, + "sha256": "a46e9c31da8d6a66cbd32a42a1f56dd3e3337b611818a6a248d76f52ccc97ee4" }, - "foilsg": { + "foilspfbp": { + "rows": 93, + "skipped": 0, + "mismatch_idx": [ + 78 + ], + "header_matches_disk": true, + "sha256": "934539b30ef6f6a202da9e2a80c638ce5ce2bfb58e837e1c2bc53a24d99caacc" + }, + "foilspfbpx": { + "rows": 133, + "skipped": 0, + "mismatch_idx": [ + 78 + ], + "header_matches_disk": true, + "sha256": "9e00ff2b3ee1568323fba58e467be8bbe0a617a322e45b68e19b8aea281b8c89" + }, + "foilspfbpz": { + "rows": 173, + "skipped": 0, + "mismatch_idx": [], + "header_matches_disk": true, + "sha256": "153c7a84a174297ab80a370c6837f60c9d81ed7b286eceab3243733ff7270456" + }, + "foilspfbw": { + "rows": 20, + "skipped": 0, + "mismatch_idx": [], + "header_matches_disk": true, + "sha256": "11b5fae52009e127a535747d888244f0562866bb346afb6c611796b2d555781a" + }, + "ipa625": { + "rows": 1, + "skipped": 0, + "mismatch_idx": [], + "header_matches_disk": true, + "sha256": "0f08cd0190a687efafd4c5096fd7a776eb0f52122914478876b5f81186a216ae" + }, + "ipafix": { "rows": 1, "skipped": 0, "mismatch_idx": [], "header_matches_disk": true, - "sha256": "a56af5a492cf393b5ea1d694e27c950c9562c005daf5169de150521bbd48679b" + "sha256": "79d4ef9bc4cc89c7b3cf87e35b57d4cd2e9bb8a43f19056195ff8d3f4dfee0f0" }, - "prodtarget": { - "rows": 39, + "ipaovr": { + "rows": 1, "skipped": 0, "mismatch_idx": [], "header_matches_disk": true, - "sha256": "e81f60c9f4c2585dd1859b5fe53276e14acb081787bdad809f1787999a81595e" + "sha256": "6a89b441dcc7ea195163158c08690503cd0b7502e26115c22c39f8e5bff799c0" }, - "prodtarget6d": { - "rows": 380, + "nominal": { + "rows": 1, "skipped": 0, "mismatch_idx": [], "header_matches_disk": true, - "sha256": "3fed632ee3cf655c419b7115e8bdf501e923e5667410af8fb9d1363c1f762e34" + "sha256": "1eec973f1ff9bca20f6ea4406a61c35cbb8355e128fbb7c6bf94eb80b3137d47" } } \ No newline at end of file diff --git a/tests/test_paths.py b/tests/test_paths.py index b0ca8f8..cdcdaa1 100644 --- a/tests/test_paths.py +++ b/tests/test_paths.py @@ -224,6 +224,47 @@ def __init__(self, name, musing, grid_tarball): self.name, self.musing, self.grid_tarball = name, musing, grid_tarball +class TestRequire(unittest.TestCase): + """paths.require: the shared stat-or-raise behind verify() and + sourced_env().""" + + def setUp(self): + import tempfile + self._td = tempfile.TemporaryDirectory() + self.tmp = Path(self._td.name) + + def tearDown(self): + self._td.cleanup() + importlib.reload(paths) + + def test_returns_the_path_when_it_exists(self): + setup = self.tmp / "setup_local.sh" + setup.write_text("") + self.assertEqual(paths.require(setup, "musing"), setup) + + def test_accepts_a_string_and_returns_a_path(self): + # sourced_env passes MUSING, which is a str off the ModeSpec. + setup = self.tmp / "setup_local.sh" + setup.write_text("") + self.assertEqual(paths.require(str(setup), "musing"), setup) + + def test_a_miss_names_the_path_the_description_and_the_remediation(self): + p = reload_with(AUTORESEARCH_DATA_ROOT=str(self.tmp / "d")) + with self.assertRaises(paths.PathsError) as cm: + p.require(self.tmp / "gone.sh", "the mode's musing setup script") + msg = str(cm.exception) + self.assertIn("gone.sh", msg) + self.assertIn("the mode's musing setup script", msg) + self.assertIn("setup.sh --backing", msg) + self.assertIn("ARTIFACT_ROOT", msg) + + def test_tail_is_appended_after_the_remediation(self): + p = reload_with(AUTORESEARCH_DATA_ROOT=str(self.tmp / "d")) + with self.assertRaises(paths.PathsError) as cm: + p.require(self.tmp / "gone.sh", "thing", tail="\nOWN TAIL.") + self.assertTrue(str(cm.exception).endswith("\nOWN TAIL.")) + + class TestVerify(unittest.TestCase): def setUp(self): import tempfile diff --git a/tests/test_pipeline_verbs.py b/tests/test_pipeline_verbs.py index a3f97dd..1429906 100644 --- a/tests/test_pipeline_verbs.py +++ b/tests/test_pipeline_verbs.py @@ -331,7 +331,8 @@ def test_mubeam_include_key_is_first_and_carries_epilog_and_extras(self): self.assertEqual(list(overrides.keys())[0], "#include") self.assertEqual( overrides["#include"], - ["Production/JobConfig/pileup/epilog_1b.fcl", "mubeam_extras.fcl"]) + ["Production/JobConfig/pileup/epilog_1b.fcl", + "sim_kept_products_extras.fcl", "mubeam_targetstop_path.fcl"]) def test_run1b_mubeam_include_key_is_first_and_carries_epilog_and_extras(self): overrides = self._entry("run1b_mubeam")["fcl_overrides"] @@ -339,7 +340,22 @@ def test_run1b_mubeam_include_key_is_first_and_carries_epilog_and_extras(self): self.assertEqual( overrides["#include"], ["Production/JobConfig/pileup/epilog_1b.fcl", - "run1b_mubeam_extras.fcl"]) + "sim_kept_products_extras.fcl"]) + + def test_both_resampler_stages_share_one_kept_products_file(self): + # The dedupe's whole point (2026-08-17): the outputCommands blocks + # were byte-identical in the two former per-stage extras files, so a + # change to the kept-products shape had to be made twice or silently + # diverge. Pin that they now name the SAME file, and that only + # mubeam carries the targetStopPath override -- Run1B keeps the + # published path. + mubeam = self._entry("mubeam")["fcl_overrides"]["#include"] + run1b = self._entry("run1b_mubeam")["fcl_overrides"]["#include"] + shared = "sim_kept_products_extras.fcl" + self.assertIn(shared, mubeam) + self.assertIn(shared, run1b) + self.assertIn("mubeam_targetstop_path.fcl", mubeam) + self.assertNotIn("mubeam_targetstop_path.fcl", run1b) def test_concat_has_no_include_key_and_no_geom_key(self): # concat's base FCL (MuonStopSelector.fcl) had only ONE #include in @@ -480,25 +496,27 @@ def test_stage_extra_files_only_mubeam_and_run1b_mubeam(self): for stage in pipeline.STAGES: with self.subTest(stage=stage): extras = pipeline._stage_extra_files(self._entry(stage)) - if stage in ("mubeam", "run1b_mubeam"): - self.assertEqual(len(extras), 1) - self.assertTrue(extras[0].exists(), - f"{extras[0]} must exist on disk") - self.assertIn("@sequence::", extras[0].read_text()) - else: - self.assertEqual(extras, []) - - def test_mubeam_extras_fcl_basename_matches_the_include_key(self): - entry = self._entry("mubeam") - extras = pipeline._stage_extra_files(entry) - self.assertEqual(extras[0].name, - entry["fcl_overrides"]["#include"][1]) - - def test_run1b_mubeam_extras_fcl_basename_matches_the_include_key(self): - entry = self._entry("run1b_mubeam") - extras = pipeline._stage_extra_files(entry) - self.assertEqual(extras[0].name, - entry["fcl_overrides"]["#include"][1]) + # mubeam ships two since the 2026-08-17 dedupe (the shared + # kept-products file + its own targetStopPath); run1b_mubeam + # ships only the shared one. + expected = {"mubeam": 2, "run1b_mubeam": 1}.get(stage, 0) + self.assertEqual(len(extras), expected) + for f in extras: + self.assertTrue(f.exists(), f"{f} must exist on disk") + self.assertIn("@sequence::", f.read_text()) + + def test_extras_fcl_basenames_match_the_include_key_in_order(self): + # Every bare basename in '#include' must ship, in the same order: + # FHiCL is last-wins, so a shipped-but-reordered include could + # silently change which override survives. Published Production/... + # paths resolve from the release and ship nothing. + for stage in ("mubeam", "run1b_mubeam"): + with self.subTest(stage=stage): + entry = self._entry(stage) + inc = entry["fcl_overrides"]["#include"] + self.assertEqual( + [f.name for f in pipeline._stage_extra_files(entry)], + [i for i in inc if "/" not in i]) def test_stage_extra_files_string_include_and_missing_overrides(self): # A single-string '#include' (elebeam_flash's shape) and an entry @@ -775,7 +793,8 @@ def fake_submit_cnf(stage_dir, entry_path, ledger_db, origin, self.assertEqual( overrides["#include"], ["Production/JobConfig/pileup/epilog_1b.fcl", - "mubeam_extras.fcl"]) + "sim_kept_products_extras.fcl", + "mubeam_targetstop_path.fcl"]) self.assertEqual( overrides["services.GeometryService.inputFile"], "autoresearch_cfg001_geom.txt") @@ -874,7 +893,9 @@ def fake_build_cnf(stage_dir, entry_path, desc, dsconf, env, self.assertEqual(len(seen_extra_files), 1) self.assertEqual( - [p.name for p in seen_extra_files[0]], ["mubeam_extras.fcl"]) + [p.name for p in seen_extra_files[0]], + ["sim_kept_products_extras.fcl", + "mubeam_targetstop_path.fcl"]) def test_mustops_ce_concatless_overrides_max_events_to_skip_to_8000(self): # Folded-in from the old _materialize_template's stamp-first @@ -1394,8 +1415,39 @@ def test_refuses_when_no_config_is_bound(self): class TestSourcedEnvGuards(unittest.TestCase): - """pipeline.sourced_env: shell-function parsing + the pre-sourced-shell - refusal. Ported verbatim from tests/test_local_exec.py.""" + """pipeline.sourced_env: shell-function parsing, the pre-sourced-shell + refusal, and the missing-musing guard. Ported (the first three) verbatim + from tests/test_local_exec.py.""" + + def setUp(self): + # sourced_env stats MUSING before shelling out, so point it at a real + # file -- these cases are about everything AFTER that check, and the + # suite must stay green on a machine with no /exp/mu2e. + self._td = tempfile.TemporaryDirectory() + self.addCleanup(self._td.cleanup) + musing = Path(self._td.name) / "setup_local.sh" + musing.write_text("") + patcher = mock.patch.object(pipeline, "MUSING", str(musing)) + patcher.start() + self.addCleanup(patcher.stop) + + def test_a_missing_musing_fails_fast_instead_of_retrying(self): + # `source ` is rc=1, the same rc as the cvmfs/spack flake the + # retry loop exists for -- so this used to burn four retries (~50 s) + # and surface as a CalledProcessError naming only the command line. + # Reachable by ordinary use: ${ARTIFACT} in the mode spec resolves + # under the CALLING operator's app area, so a second operator with no + # partial-Offline build and no `./setup.sh --backing` hits it on their + # first direct `pipeline.py ... submit`, which never runs preflight. + import paths + with mock.patch.object(pipeline, "MUSING", "/nonexistent/setup_local.sh"), \ + mock.patch.object(pipeline, "run_sourced_bash") as rsb: + with self.assertRaises(paths.PathsError) as cm: + pipeline.sourced_env() + rsb.assert_not_called() + msg = str(cm.exception) + self.assertIn("/nonexistent/setup_local.sh", msg) + self.assertIn("setup.sh --backing", msg) def test_sourced_env_keeps_exported_shell_functions_whole(self): # `muse` is a bash FUNCTION, not a binary, and a local job needs it: @@ -2194,3 +2246,79 @@ def test_full_local_ok_prints_no_warn(self): if __name__ == "__main__": unittest.main() + + +class TestLocalDryRun(unittest.TestCase): + """`submit --local --dry-run` must build and NOT run. + + Until 2026-08-17 the local branch never read args.dry_run, so a + "dry run" executed the jobs for real -- found while validating an + unrelated change, after several supposedly-inert invocations had each + started a genuine mu2e job. + """ + + def _submit_dry(self, tmp): + state = Path(tmp) / "state" + state.mkdir() + cnf = Path(tmp) / "mubeam" / "cnf.x.tar" + with mock.patch.object(pipeline, "STATE", state), \ + mock.patch.object(pipeline, "ROOT", Path(tmp)), \ + mock.patch.object(pipeline, "CONFIG", "cfg001"), \ + mock.patch.object(pipeline, "sourced_env", + return_value={"X": "1"}), \ + mock.patch.object(pipeline, "_maybe_refresh_token") as tok, \ + mock.patch.object(pipeline, "write_code_tarball", + return_value=Path(tmp) / "Code.tar.bz2"), \ + mock.patch.object(pipeline.px, "build_cnf", return_value=cnf), \ + mock.patch.object(pipeline.px, "run_runlocal", + side_effect=_stub_run_runlocal()) as rr: + pipeline.cmd_submit(SimpleNamespace( + stage="mubeam", force=False, dry_run=True, local=True, + local_njobs=["3"], local_events=["77"], local_pool=None)) + return state, rr, tok + + def test_dry_run_does_not_execute_the_jobs(self): + with tempfile.TemporaryDirectory() as tmp: + _state, rr, _tok = self._submit_dry(tmp) + rr.assert_not_called() + + def test_dry_run_leaves_no_state_claiming_the_stage_ran(self): + # The marker and cluster file are what make _is_local_stage and + # cmd_poll believe a local run happened; written without one, poll + # and list-outputs hunt a wait.json that will never exist. + with tempfile.TemporaryDirectory() as tmp: + state, _rr, _tok = self._submit_dry(tmp) + self.assertFalse((state / "mubeam_local.txt").exists()) + self.assertFalse((state / "mubeam_cluster.txt").exists()) + self.assertFalse( + pipeline.px.wait_json_path(state, "mubeam").exists()) + + def test_dry_run_does_not_refresh_the_token(self): + # Nothing streams from /pnfs when nothing runs; a dry run should + # not touch the operator's credentials. + with tempfile.TemporaryDirectory() as tmp: + _state, _rr, tok = self._submit_dry(tmp) + tok.assert_not_called() + + def test_dry_run_still_builds_the_cnf_and_code_tarball(self): + # The point of the flag: everything up to dispatch must happen, so + # a build failure still surfaces. + with tempfile.TemporaryDirectory() as tmp: + state = Path(tmp) / "state" + state.mkdir() + with mock.patch.object(pipeline, "STATE", state), \ + mock.patch.object(pipeline, "ROOT", Path(tmp)), \ + mock.patch.object(pipeline, "CONFIG", "cfg001"), \ + mock.patch.object(pipeline, "sourced_env", return_value={}), \ + mock.patch.object(pipeline, "_maybe_refresh_token"), \ + mock.patch.object(pipeline, "write_code_tarball", + return_value=Path(tmp) / "Code.tar.bz2") as wct, \ + mock.patch.object(pipeline.px, "build_cnf", + return_value=Path(tmp) / "c.tar") as bc, \ + mock.patch.object(pipeline.px, "run_runlocal", + side_effect=_stub_run_runlocal()): + pipeline.cmd_submit(SimpleNamespace( + stage="mubeam", force=False, dry_run=True, local=True, + local_njobs=["1"], local_events=["200"], local_pool=None)) + wct.assert_called_once() + bc.assert_called_once() diff --git a/tests/test_prodtools_exec.py b/tests/test_prodtools_exec.py index 0c16454..f48a1d1 100644 --- a/tests/test_prodtools_exec.py +++ b/tests/test_prodtools_exec.py @@ -962,3 +962,92 @@ def test_flat_shape_with_outputs_happy_path(self): mock.patch.object(pio, "OUTSTAGE_ROOT", outstage): found = pio._worker_log_paths("cfgF", "mubeam") self.assertEqual(found, [log]) + + +class TestStaleCodeTreeInvalidation(unittest.TestCase): + """runlocal unpacks the code tarball once per workdir and reuses it + forever after (its `.unpack-complete` sentinel answers "complete?", + never "from THIS tarball?"), so re-submitting the same (config, stage) + after a rebuild silently ran the OLD code -- measured 2026-08-17 as a + job failing rc=90 against a deleted include. These pin the + invalidation without disabling the reuse (several GB per unpack).""" + + def _tarball(self, td, content): + t = Path(td) / "Code.tar.bz2" + t.write_text(content) + return t + + def _tree(self, td): + """An already-unpacked tree with a payload file to watch.""" + root = Path(td) / "local" / "code" + (root / "Code").mkdir(parents=True) + (root / "Code" / "payload.fcl").write_text("old") + (root / ".unpack-complete").write_text("") + return root + + def test_tree_from_a_different_tarball_is_discarded(self): + with tempfile.TemporaryDirectory() as td: + root = self._tree(td) + first = self._tarball(td, "A") + pex._invalidate_stale_code_tree(Path(td) / "local", first) + # Second call with DIFFERENT content at the same path: the + # geom-rebuild case, which the cache filename's extras-only + # token cannot distinguish. + os.utime(first, (1, 1)) + second = self._tarball(td, "BB") + self.assertTrue( + pex._invalidate_stale_code_tree(Path(td) / "local", second)) + self.assertFalse((root / "Code" / "payload.fcl").exists()) + + def test_tree_from_the_same_tarball_is_reused(self): + with tempfile.TemporaryDirectory() as td: + root = self._tree(td) + t = self._tarball(td, "A") + # The first call stamps the tree -- and discards it, since a + # tree predating this guard is unstamped. Simulate the unpack + # runlocal would then do, and check the SECOND call keeps it. + pex._invalidate_stale_code_tree(Path(td) / "local", t) + (root / "Code").mkdir(parents=True, exist_ok=True) + (root / "Code" / "payload.fcl").write_text("kept") + self.assertFalse( + pex._invalidate_stale_code_tree(Path(td) / "local", t)) + self.assertEqual((root / "Code" / "payload.fcl").read_text(), + "kept") + + def test_unstamped_preexisting_tree_is_discarded_once(self): + # A tree unpacked before this guard existed carries no stamp; it + # must be treated as unknown-provenance, not silently trusted. + with tempfile.TemporaryDirectory() as td: + root = self._tree(td) + t = self._tarball(td, "A") + self.assertTrue( + pex._invalidate_stale_code_tree(Path(td) / "local", t)) + self.assertFalse((root / "Code" / "payload.fcl").exists()) + self.assertFalse( + pex._invalidate_stale_code_tree(Path(td) / "local", t)) + + def test_missing_tarball_leaves_the_tree_for_runlocal_to_refuse(self): + with tempfile.TemporaryDirectory() as td: + root = self._tree(td) + self.assertFalse(pex._invalidate_stale_code_tree( + Path(td) / "local", Path(td) / "nope.tar.bz2")) + self.assertTrue((root / "Code" / "payload.fcl").exists()) + + def test_run_runlocal_invalidates_before_invoking(self): + with tempfile.TemporaryDirectory() as td, \ + mock.patch.object(pex, "prodtools_root", + return_value=Path("/fake/prodtools")): + root = self._tree(td) + t = self._tarball(td, "A") + wait_json = Path(td) / "mubeam_wait.json" + + def run(cmd, **kw): + # By the time runlocal is invoked the stale tree must be + # gone -- otherwise it reuses it and never reads the new + # tarball at all. + self.assertFalse((root / "Code" / "payload.fcl").exists()) + wait_json.write_text(json.dumps(_WAIT_LOCAL)) + return subprocess.CompletedProcess(cmd, 0) + + pex.run_runlocal(Path(td), Path(td) / "cnf.t.tar", 1, wait_json, + {}, code_tarball=t, runner=run) diff --git a/wiki/concepts/bo-noise-budget.md b/wiki/concepts/bo-noise-budget.md index 31fcdb7..44ff5a9 100644 --- a/wiki/concepts/bo-noise-budget.md +++ b/wiki/concepts/bo-noise-budget.md @@ -5,8 +5,8 @@ description: per-point event budget + REPLICATE-measured σ(sob)=0.0051 abs (0.1 supersedes the 0.4% assumption) / σ_rel(flash)=2.31% / σ(calo)=8%; calo is binding noise channel near saturation status: active -timestamp: '2026-07-21' -updated_note: replicate-measured sigma added (0.0051 sob / 2.31% flash) — supersedes the 0.4% assumption for train_Yvar +timestamp: '2026-08-10' +updated_note: 'CORRECTION 2026-07-23 — `--x-point` flash replicas are DETERMINISTIC (mu2ejobfcl sets baseSeed=index+1); the √N lever is more elebeam JOBS, not replicas. foilsflashC400 confirmed _11 edge 7.6%→5.8% (~3.2σ). Earlier: replicate-measured sigma (0.0051 sob / 2.31% flash)' --- # bo-noise-budget @@ -243,6 +243,19 @@ equivalent ways: `graph.run --x-point --config-name ` (forces exact geometry, skips the BO ask — `graph/nodes.py:60-83`), then average → same √N reduction. 8 replicas ≈ 8× events. Reuses existing machinery. + - **CORRECTION (2026-07-23) — `--x-point` replicas are DETERMINISTIC for the + resampling stages; they do NOT average.** Probed via `mu2ejobfcl --index N`: + `mu2ejobfcl` overrides the template's pinned `services.SeedService.baseSeed:1` + with **`baseSeed = job_index + 1`** per job (index 0→seed 1, …, index 99→seed + 100). So a re-run of the same config repeats indices 0–99 → identical seeds → + **bit-identical flash** (confirmed live: 3× `_11` at elebeam=100 gave + 9.98372e-07 to all 17 digits). Replicas only average for stages that draw a + fresh per-submit seed (mubeam/mustops generate events → sob DOES vary). For + the resampling stages (elebeam flash, mubeam/mustops resample), the √N lever + is **more jobs = more indices = more distinct seeds**, NOT `--x-point` + re-runs. Champion flash calls: raise `AUTORESEARCH_ELEBEAM_NJOBS`, don't + replicate. VALIDATED: foilsflashC400 re-ran `_11`+champion at njobs=400 → + edge 7.6%(100j)→5.8%(400j), ~3.2σ (see log 2026-07-23). - **GOTCHA — "more jobs in the high-sob region" does NOT break the tie.** Densely sampling the champion box adds many *different* nearby geometries, each still at σ≈0.4%; averaging across *distinct* points doesn't sharpen any single one. A is @@ -268,6 +281,21 @@ equivalent ways: noise; replicates isolate the latter, which is what `train_Yvar` means. Deployed as `modes.ModeSpec.obs_noise` — see [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md) + - **CROSS-FAMILY CONFIRMATION on a foilspf geometry (2026-08-10).** The σ + above was measured entirely on foilsflash/foils_v3 geometries and merely + *assumed* transferable to the 10D profile modes. `pareto_sob` in + foilspfbpz06 spent a pick re-submitting the all-time record x — all 10 + knobs bit-identical to `foilspfbpz05R01_00` (rOut 79.9226/110.3635/94.9948, + hT 0.045868/0.066019/0.061047, f 0.0142/0.0458/0.0105, zmid 83.2059) — so + `foilspfbpz06R01_00` is a free independent replicate at the top of the + ridge: **sob 4.41 vs 4.41** (identical to the leaderboard's 0.01 print + precision, i.e. ≤0.1σ) and **flash 1.09788e-6 vs 1.09528e-6 = +0.24%**, + ~0.1σ_rel(flash). The `obs_noise: [0.006, 0.01]` in + `mode_specs/foilspfbpz.json` is therefore correct-to-conservative on this + family too. Two consequences: the 4.41 record is REPRODUCED, not a lucky + draw (it was the one deck number resting on a single measurement), and the + long-offered "replicate the record via `--x-point`" probe is now DONE for + free — do not spend jobs on it. for why leaving it free cost the foilsflash line its best point. - **Per-BO-point event budget (`pipeline.py`):** diff --git a/wiki/concepts/budget-sob-picker.md b/wiki/concepts/budget-sob-picker.md new file mode 100644 index 0000000..90c1546 --- /dev/null +++ b/wiki/concepts/budget-sob-picker.md @@ -0,0 +1,83 @@ +--- +type: concept +title: budget-sob-picker +description: '`--picker budget_sob`: maximizes GP-mean sob SUBJECT TO predicted + flash <= the deployed damage budget (constraint applied at mean-k*sigma) — the + deployment-facing sibling of pareto_sob, whose unconstrained picks land +50-70% + over budget and are unbuildable; wired 2026-08-10' +status: active +status_note: 'first production round foilspfbpz07 launched 2026-08-10 (k=0.5, + q=20, 40 evals); GP predicts ~4.13 reachable at budget vs 4.00 measured' +timestamp: '2026-08-10' +--- + +# budget-sob-picker + +## Summary +`budget_sob` answers the only question that matters for deployment: *what is the +best S/√B we can get **without exceeding the radiation damage of the target +already in the beam**?* It is a small variant of +[pareto-sob-picker](/concepts/pareto-sob-picker.md) — same Sobol pushforward over +the GP posterior mean, same min-distance thinning — with one addition: candidates +must satisfy a constraint on the second objective before being ranked by sob. +It exists because three `pareto_sob` exploit rounds produced a 4.41 record that +**cannot be built** (+60% damage), while the best *buildable* design sat +untouched at 4.00. + +## Key facts + +- **The constraint is a lower bound on the maximized axis.** `Y[:,1]` is + `-log10(flash per POT)` and botorch maximizes it, so `flash <= budget` is + `Y1 >= -log10(budget)`. Implemented as `mean_1 - k*sigma_1 >= thr`, i.e. + feasibility at the k-sigma level, NOT on the mean — a pick whose true damage + lands above the line contributes nothing to the deployment question. + `core/botorch_predict.py:_budget_sob_picks`. +- **`DEP_FLASH_PER_POT = 6.85443e-7` MeV/POT** — the deployed target's damage, + the deployment constraint line (not a tuning knob). Env-overridable via + `AUTORESEARCH_FLASH_BUDGET` for a different scenario or re-measured baseline. +- **`k` is the real tuning knob** (`AUTORESEARCH_BUDGET_KSIGMA`, default 1.0). + MEASURED on the 337-row foilspfbpz board 2026-08-10, q=20: + + | k | feasible / 16384 | predicted sob | predicted flash | + |---|---|---|---| + | 0.0 | 9324 | 4.04–4.16 | 5.77e-7 – 6.85e-7 (on the line) | + | 0.5 | 7557 | 3.99–4.13 | 5.08e-7 – 6.56e-7 | + | 1.0 | 6061 | 3.93–4.06 | 4.93e-7 – 6.06e-7 | + + k=1 costs ~0.07 of predicted sob by aiming well under the line; k=0 puts about + half the round over budget. **k=0.5 chosen for foilspfbpz07.** +- **Top-up is feasible-set-only.** `pareto_sob` tops a short batch up from the + full sob ordering; doing that here would leak over-budget picks into a batch + whose entire purpose is to stay under the line. +- **Refuses rather than guesses**: `SystemExit` if the GP predicts no feasible + point anywhere in the box, instead of submitting 40 evals that answer nothing. +- **Why a dedicated round is justified at all**: "best-at-budget stalled at 4.00" + was measured by campaigns whose acquisition (qNEHVI hypervolume, or pure + max-sob) never aimed at the budget line — the same reasoning recorded in + [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) + that made the max-sob exploit rounds break a supposed ceiling twice. The budget + corner had never had a dedicated exploit round before foilspfbpz07. +- **Calibration caveat**: the GP was over-optimistic in the high-sob corner (see + [gp-cloud-rendering](/concepts/gp-cloud-rendering.md), holdout-refuted >4.4 + tail). The budget region is far more densely sampled by the bp campaigns, so + better calibration is expected — but 4.13 is a HYPOTHESIS the round tests, not + a forecast. + +## Cross-links +- Related: [pareto-sob-picker](/concepts/pareto-sob-picker.md), + [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md), + [gp-cloud-rendering](/concepts/gp-cloud-rendering.md), + [bo-noise-budget](/concepts/bo-noise-budget.md), + [qlnei-sob-only-picker](/concepts/qlnei-sob-only-picker.md) +- Used in: [bo-foilspf](/projects/bo-foilspf.md) +- Source files: `core/botorch_predict.py:_budget_sob_picks`, + `core/botorch_predict.py:DEP_FLASH_PER_POT`, `graph/closed_loop.py:101` + (PICKER_CHOICES), `tests/test_botorch_predict.py` + (`test_budget_sob_picks_respect_the_damage_constraint`, + `test_budget_sob_refuses_when_nothing_is_feasible`) + +## Open questions / TODO +- Does the measured best-at-budget actually clear 4.00? foilspfbpz07 answers it. +- If picks systematically land ABOVE the budget once measured, the GP's flash + posterior near the line is biased low and `k` should rise — check the + in-budget fraction at drain before re-tuning. diff --git a/wiki/concepts/gp-cloud-rendering.md b/wiki/concepts/gp-cloud-rendering.md index fe9a57d..56d04ed 100644 --- a/wiki/concepts/gp-cloud-rendering.md +++ b/wiki/concepts/gp-cloud-rendering.md @@ -5,12 +5,53 @@ description: 'GP density cloud silently fails to envelope top-3 champions: <1.1% of Sobol samples at sob≥3.2 (invisible under LogNorm) + GP under-predicts calo there by 2.3× (matches forward-LOO log-calo bias −0.80)' status: active -timestamp: '2026-07-17' -updated_note: '2^22 pushforward: chunked predict + O(N log N) pareto2d_idx required' +timestamp: '2026-08-09' +updated_note: 'foilspfbp cloud: front-above-max is winner''s curse at huge sigma, holdout-REFUTED by bp04' --- # GP density-cloud rendering gotchas +## foilspfbp cloud: "front above 4.5" is winner's curse at σ≈0.6 — holdout-tested by bp04 (2026-08-09) +Operator flagged the deck's `docs/foilspfbp_perpot_cloud.png` +(`gp_predict_foilspfbp_perpot_cloud.py`): the blue GP-Pareto dots reach ~4.5 +while no eval exceeds 4.33, and the front visibly detaches from the density +cloud. Both are the documented pathologies of this page — but this instance is +notable because it survives the 2026-06-23 length-scale-cap fix (this script's +`make_gp` HAS the cap) and because bp04 landed after the render, giving a free +out-of-sample test. Measured (reproduced the fig's GP on the 73 pre-bp04 rows): + +- **The >4.4 tail is 0.027% of predictions** (71 of 262k Sobol; 4 survive the + Pareto filter) with **predictive σ ≈ ±0.61** — the plot draws means only. + Those points sit **0.58–0.65 normalized-9D** from the nearest eval, which IS + the median training nearest-neighbor distance (0.57): at n≈80 in 9D + *everything* is beyond the 0.5 length-scale cap, so the cap prevents + confident ramping but median bulk σ is 0.69 — and a Pareto filter over 10⁶ + draws of a σ≈0.6 surface selects the largest upward mean fluctuations by + construction. The histogram x-range `sob.max()+0.3` invites the eye to read + the tail as territory. +- **Holdout verdict: the extrapolation isn't even directionally right.** The + fig's GP, asked about bp04's 20 picked x's, was **pessimistic by up to 0.8 + sob** exactly where the production picker went (predicted 3.43–3.93 → + measured 4.16–4.33) and under-predicted flash ~40% there (−0.14 dex); + overall calibrated only in the weak sense (mean |z|≈0.5 against σ≈0.7). + Production botorch picks already probed the promising corners; reality + answered 4.33, not 4.5. The argmax-predicted point (4.48±0.61) is an + ordinary mid-box design (rOut 66/107/88, f≈0.3–0.4), not an unexplored + physics corner. +- **"Front far from the map" = three stacked selection effects**: (a) the + front is the extreme envelope of 2²⁰ draws — near it density is ~1 count + per 400×400 bin, invisible under LogNorm(vmin=1) (the classic + sparse-tail invisibility below); (b) the Pareto filter selects points whose + *flash* error fluctuated most negative, so the front floats below the true + support (correlated-error selection); (c) out-of-histogram-range predictions + still enter the Pareto computation. +- **Not a data or code bug; presentation-only.** The deck caption never cites + the GP front, and the campaign story (best-at-budget 4.00, search closed) is + built on measured rows. Fix options if the overlay misleads again: drop the + GP front from the bp cloud / replace with the MEASURED Pareto front, or + restrict the front to samples with σ below a cutoff. Do NOT re-propose + predictive-spread rendering (rejected below, 2026-06-23). + ## Scaling the pushforward past 2^20 needs two mechanical fixes (2026-07-10) Bumping `N` in `gp_predict_foilsflash_perpot_cloud.py` beyond 2^20 hits two walls: (1) sklearn `gp.predict()` materializes K(X*,Xtrain) in one shot — diff --git a/wiki/concepts/ml-stack-review-2026-07.md b/wiki/concepts/ml-stack-review-2026-07.md index e5a9c84..b902f98 100644 --- a/wiki/concepts/ml-stack-review-2026-07.md +++ b/wiki/concepts/ml-stack-review-2026-07.md @@ -10,7 +10,7 @@ description: 'ML/stats audit: acquisition layer SOTA (keep); ranked gaps = ~~mea 2026-07-18 (single .venv, foilsflash → 0.18-base); picker/botorch_predict.py test-coverage gap RESOLVED 2026-07-19 (unit tests + seam smoke in main suite)' status: active -timestamp: '2026-07-21' +timestamp: '2026-07-22' updated_note: 'gap #1 (train_Yvar) RESOLVED 2026-07-21 via ModeSpec.obs_noise — see gp-free-noise-erases-champion; earlier: verdict rec #1 revised: 0.10 retired with the single-venv consolidation; picker/botorch_predict.py test-coverage gap resolved 2026-07-19' --- @@ -64,7 +64,12 @@ Versions at review time: **botorch 0.10.0 / gpytorch 1.11 / torch 2.8.0** 4. **Known GP misfit in the high-sob corner is unaddressed** — forward-LOO log-calo bias −0.80 (2.3× underprediction, [gp-cloud-rendering](/concepts/gp-cloud-rendering.md)) is a stationarity failure; botorch's `Warp` input transform (Kumaraswamy) is the - cheap targeted fix; TuRBO-style trust region only if warping fails. + cheap targeted fix. (TuRBO-style trust region was proposed as the fallback + and **REJECTED 2026-07-22** after a 4-agent review — dimension-misapplied at + d=6, and it degenerates to a fixed local box at this round budget; see + `log.md` 2026-07-22. If corner refinement is still needed after the + `foilsflashBASIN01` seed test, the reduced fallback is a *fixed* local-box + picker, not adaptive TuRBO.) 5. **qNEHVI ref point recomputed per round from the noisy observed nadir** (botorch_predict.py:252-254) — jitters the HV objective round-to-round and a single broken low-sob row drags it; pin per campaign (minor). diff --git a/wiki/concepts/run1bak-run1bap-sob-shift.md b/wiki/concepts/run1bak-run1bap-sob-shift.md new file mode 100644 index 0000000..4cb56d9 --- /dev/null +++ b/wiki/concepts/run1bak-run1bap-sob-shift.md @@ -0,0 +1,142 @@ +--- +type: concept +title: Run1Bak → Run1Bap sob shift — mechanism and ledger +description: 'at identical x, Run1Bap sits +4.93%±0.20% above Run1Bak in ce_abs_eff + (sob +5.21%±0.12% champion / +4.82%±0.23% baseline) — ~100% acceptance-at-fixed-box, + no box migration, background + CE spectrum shape unchanged; isolated to PrimaryFilter + (DetectorStepFilter) gaining TWO calo-acceptance relaxations (Offline PR#1819 + a9839eeb4 + Production PR#539 a387965f, both mmackenz 2026-05-06, deliberate + signal-acceptance recovery); MAGNITUDE CONFIRMED jointly (2026-08-01, local + no-grid re-filter of archived ipafixAB01 CE events, §8) — baseline-pair flash + anomaly still open' +status: resolved +status_note: 'mechanism isolated + commit-traced 2026-08-01; magnitude CONFIRMED + same-day by a local re-filter test (§8, evidence doc) — 95.20%±0.05% survivors + vs 95.1-95.5% predicted, ~102% of the shift, jointly for the lever pair (not + split per-lever); baseline-pair flash anomaly (+6.35%±2.82%, 2.25σ, opposite + sign) remains the one open item' +timestamp: '2026-08-01' +--- + +# Run1Bak → Run1Bap sob shift — mechanism and ledger + +## Summary +The 2026-07-28 A/B campaign found every Run1Bap evaluation at the foilsflash +champion x sitting ~+5% above Run1Bak history in sob. A mechanized elimination +(evidence doc `docs/run1bak_run1bap_shift_evidence.md`, §1–§7) proved the shift +real, not ours, and structurally a pure event-count acceptance rescale — then +isolated it to a single scheduled module, `PrimaryFilter` +(`DetectorStepFilter`) on `PrimaryPath`, which between the two releases gained +two compounding, monotonic-increasing calo-acceptance relaxations, introduced +deliberately upstream to recover signal events the old filter wrongly dropped. +A same-day Phase-4a follow-up (§8) then **CONFIRMED the magnitude, no grid +needed**: reverting the two levers together and re-applying the filter locally +to 165,838 already-archived Run1Bap CE events reproduced a survivor fraction +matching the audited shift to within measurement noise. The two levers were +tested jointly (not split per-lever); the one remaining open item is the +baseline-pair flash anomaly, unrelated to this sob mechanism. + +## Key facts +- **Audited shift figures (quote these, not the carried +4.75%/+4.9%):** + ce_abs_eff **+4.93%±0.20%** (champion x, 3-vs-3) / **+4.08%±0.41%** + (baseline pair); sob **+5.21%±0.12%** / **+4.82%±0.23%**. Recompute closes + to <0.0001%; landed-consistent by construction; 25σ/10σ from zero. +- **Decomposition:** ~100% acceptance-at-fixed-box; box migration −0.004 pp + (identical argmax box sets both eras); background unchanged (cosmic is + structurally fixed in the macro — model-bound statement); CE spectrum shape + unchanged at the box (Δmean <0.01 MeV, ΔRMS <1%). More events, same shape. +- **Eliminated (ledger §7.2, 15 excluded, 1 bounded FCL-visible, 3 confirmed + jointly for the lever pair, 1 open — 20 total):** IPA position + override + pair (direct-paired arms), zEMCSourceInMu2e (massless VD), analysis binary + (harvest pinned p094 for all configs), job-loss accounting, our + tarball/geom migration, base geometry (421/421 include-tree files + byte-identical), Geant4 (same spack build hash `k4bezfr...` — literally the + same installed binary), art/ROOT, KinKal/artdaq-core-mu2e/mu2e-ort (not + scheduled on `PrimaryPath`), inert config deltas. +- **The mechanism — magnitude CONFIRMED jointly (§8, 2026-08-01):** + - Lever 1: new `MinimumSumCaloE: 45` OR-branch — total calo edep across all + good particles, a pure disjunct added to `selectcalo`. + - Lever 2: `MinimumCaloPartMom: 0` — removes the 50 MeV/c momentum floor + calo steps inherited from the shared `MinimumPartMom` under Run1Bak; + widens the population feeding BOTH Lever 1's sum and the pre-existing + per-particle `caloESum`/`MinimumSumCaloStepE: 45` branch. + - Both only ever widen acceptance (`ORRequirements` defaults true, unset in + FHiCL both eras) → pass rate under Run1Bap ≥ Run1Bak, provably — matches + the observed sign. + - **Magnitude proof (§8, local re-filter, no grid):** one local `mu2e` job, + two `DetectorStepFilter` instances on two `trigger_paths`, over 165,838 + already-archived `ipafixAB01` CE events (`compressDetStepMCs` tags — + compression preserves both `StrawGasStep`/`CaloShowerStep` collections). + `newFilter` = exact Run1Bap production block (control, compression-bias + check): passed **100.0000%** (0/165,838 failures). `oldFilter` = same + block with both levers reverted together (`MinimumSumCaloE: 1.0e9`, + `MinimumCaloPartMom: 50.0`): passed **95.2032%±0.05%**. Corrected + survivor fraction 95.20%±0.05% lands inside the 95.1-95.5% window + predicted from the audited +4.93%±0.20% shift (0.52σ from center); + implied production-equivalent shift +5.04%, i.e. **the two levers + jointly explain ~102% of the measured shift**. Levers were reverted + together, not split — no per-lever attribution measured. +- **Commit provenance (scoped sweep §7.1):** Offline + `Filters/src/DetectorStepFilter_module.cc` changed by exactly 2 commits in + v13_12_10..v13_32_10 — `a9839eeb4` (both levers, 51+/6−) + `2905cfa0b` + (printout only), both via **Offline PR #1819** (merge `1d79377fc`, + 2026-05-06); prolog engaged by exactly 1 commit in v02_08_00..v02_13_00 — + `a387965f` via **Production PR #539** (merge `994dda61`, 2026-05-21). All + by michaelmackenzie. PR intent: *"reduce loss of viable signals that shower + in the calo"* — the +5% is the change's intended direction. +- **Engagement nuance:** Lever 2 is active from the Offline C++ alone (new + dedicated Atom defaults 0.0); Lever 1 needs the Production key + (`OptionalAtom`). Both are FHiCL-reachable in Run1Bap C++ → a pure config + revert (`MinimumSumCaloE: @erase`/huge-value + `MinimumCaloPartMom: 50.0`) + restores Run1Bak filter semantics with no rebuild — this is exactly what + §8's local test did (huge-value form). +- **Musing pins:** Run1Bak = Offline v13_12_10 (`9ce62149c`) + Production + v02_08_00 (`471a813f`); Run1Bap = Offline v13_32_10 (`1bd2c4db2`) + + Production v02_13_00 (`062945c1`) — read from the cvmfs trees' own git + metadata, `git describe --tags` exact on all four. +- **Flash channel is a different story:** champion flash gap (−3.79%±2.12%) + is essentially fully the override-pair geometry (+2.20% seed-paired); + version residual −1.53%±2.78% ≈ 0. OPEN: baseline-pair flash + **+6.35%±2.82% (2.25σ), opposite sign** — not decomposable (no baseline + arm C, no seed pairing at 400-vs-100 jobs). This is the only item this + investigation leaves open. +- **Leaderboard input (decision is the operator's):** Run1Bak/Run1Bap rows + are different absolute-sob populations offset ≈+5%; one GP over both would + see a ~0.2-sob step ≈ 33× `obs_noise`. Ratios to same-era baseline are + era-invariant (+25.5% vs +26.0% from audited group means, 1.5σ apart). + Geometry-independence of the factor is supported (1.5–1.9σ agreement + across two x-points) but not proven — §8's local test only covered + `ipafixAB01` (champion x), not the baseline pair or a second champion arm. +- **Task-8 verdict: TRIGGERED, then CLOSED for the PrimaryFilter arm.** The + recommended first arm (config-level PrimaryFilter revert under Run1Bap, + cheaper AND sharper than a Run1Bak control re-run) was executed as a + **local, no-grid** re-filter (§8) rather than a full grid chain — same + isolation, faster turnaround. A full-chain grid re-run remains available + as an independent confirmatory step (crosses the compression boundary and + the `ce_abs_eff`/`s_over_sqrt_b` normalization chain) but is no longer + required to answer the magnitude question. The baseline flash anomaly + (row 20) stays deferred/open. + +## Cross-links +- Related: [bo-foilsflash](/projects/bo-foilsflash.md), + [bo-noise-budget](/concepts/bo-noise-budget.md), + [leaderboards](/datasets/leaderboards.md), + [no-run1b-substitution-poisons-flash-modes](/incidents/no-run1b-substitution-poisons-flash-modes.md) +- Source files: `docs/run1bak_run1bap_shift_evidence.md` (§1–§8, the full + audit trail — §8 is the local re-filter magnitude test); `core/pipeline.py:1279-1420` + (harvest formulas); `core/harvest.py:30` (`RUN1A_MUBEAM_INPUT_CORRECTION`) +- External: [Offline PR #1819](https://github.com/Mu2e/Offline/pull/1819), + [Production PR #539](https://github.com/Mu2e/Production/pull/539) + +## Open questions / TODO +- Baseline-pair flash anomaly (+6.35%±2.82%, opposite sign) — unexplained; + needs a baseline override-restored arm and/or N=400 flash re-eval if it + ever matters for a decision. +- Whether the ≈+5% factor is exactly geometry-independent (two x-points + agree at 1.5–1.9σ across the shift and ratio consistency tests, and §8's + magnitude confirmation covers only the champion-x `ipafixAB01` point; not + proven beyond that). +- Per-lever attribution (Lever 1 `MinimumSumCaloE` vs. Lever 2 + `MinimumCaloPartMom` individually) was never measured — §8 reverted both + together. Not needed for the leaderboard decision, but would need a + 3rd filter path (or two more local re-filter runs) if ever wanted. diff --git a/wiki/concepts/saturation-is-acquisition-relative.md b/wiki/concepts/saturation-is-acquisition-relative.md index 417f74e..d69ff20 100644 --- a/wiki/concepts/saturation-is-acquisition-relative.md +++ b/wiki/concepts/saturation-is-acquisition-relative.md @@ -2,10 +2,12 @@ type: concept title: Saturation is acquisition-relative description: '"saturated" = flat acquisition signal, NOT fully-mapped front (foilsflash - tail sat ~9σ beyond evals while the GP knew); end-of-campaign checklist: corner-picker - round + sibling-champion transplant probes' + tail sat ~9σ beyond evals while the GP knew); the scalar record is the WRONG stop test + (foilspfbp 2026-08-06) — use budget-conditioned best-sob + Pareto-front bound-hitting; + end-of-campaign checklist: corner-picker round + sibling-champion transplant probes' status: active -timestamp: '2026-07-08' +timestamp: '2026-08-09' +updated_note: 'second production confirmation: foilspfbpz04 pareto_sob round broke the 4.33 "ceiling" to 4.37' --- # Saturation is acquisition-relative @@ -19,6 +21,88 @@ sob tail sat 3.4% (~9σ) beyond every observed eval — and the GP already knew it. ## Key facts +- **★★ SECOND PRODUCTION CONFIRMATION — the corner-picker round WORKS + (foilspfbpz04, 2026-08-09/10).** After 257 evals of hypervolume-driven + picking had "saturated" the sob record at 4.33, a single `pareto_sob` + exploit round (q=20 rolling, 40 evals, warm start) scored **mean sob + 4.293 across all 40 picks** (the picker essentially never missed), put + **12 evals at ≥ 4.33**, and broke the record to **4.37 — three + independent geometries** (R11_00 zmid +8 / R08_00 +15 / R14_01 +53), + with 4.36 + three 4.35s behind them: a new, tighter plateau at + ~4.36±0.01, +1.2% above the qNEHVI-era ceiling. Two of the three record + geometries sit at |zmid| ≤ 15 — the gain is SHAPE at near-uniform pitch, + not the pitch rail. All 40 rows are damage-expensive (cheapest 4.37 at + +52% flash; 0/40 inside the deployed budget), so the budget-conditioned + verdict (best-at-budget 4.00, search closed) is UNTOUCHED — this maps + the ceiling, it does not reopen deployment. Checklist status: the + end-of-campaign corner-picker round is now 2-for-2 (SOBX01 transplant, + bpz04) at finding tail the acquisition had abandoned. +- **★ THE SCALAR RECORD IS THE WRONG SATURATION TEST (foilspfbp, 2026-08-06).** + Four campaigns at a fixed 9D box (83 evals) moved the sob ceiling + 4.16 → 4.33 (+4%) — but the ceiling is a 1-D shadow of a 2-D problem, and + reading it alone gets the stop/continue call **wrong in both directions**: + - *False "keep going"*: the Pareto front grew 6 → 28 points and the count of + designs beating the deployed target on both objectives grew 4 → 24, which + looks like healthy progress. Decomposed by damage budget it is mostly + **densification, not advance**. + - *False "stop"*: foilspfbp02 returned 0/20 on sob and looked like a pure + null, yet foilspfbp03 then displaced the record **by domination** — same + sob (4.29→4.30, 0.4σ) at **−32% damage** — knocking the old record off + the front entirely. A repeat campaign never raises the ceiling; it can + still replace the champion. + - **The right metric is budget-conditioned**: `best sob subject to + damage ≤ B`, tabulated for the B values a decision would actually use. + At B = the deployed target's damage, foilspfbp sat at **3.99 for 70 + evals** (seeds 3.99 → bp04 4.00, i.e. +0.3%, inside the 0.6% noise) — + and that 3.99 came from a *transplanted seed*, not from any campaign. + Flat there = saturated for decision purposes, whatever the ceiling does. + See [bo-foilspf](/projects/bo-foilspf.md). +- **Diagnose the next box by bound-hitting, not by intuition** (same line): + tally how many *Pareto-front* designs sit within 2% of each box edge. For + foilspfbp: `rOut_{0,1,2}` pinned at the 120 mm ceiling in **12–15 of 28** + front designs and `hT_0` at its 20 µm floor in **15 of 28**, while every + `f_*` sat comfortably interior. That is the optimizer naming its own next + box — and it costs one pass over the leaderboard. +- **★ TESTING A PINNED BOUND: DESIGN THE TEST TO ISOLATE IT (foilspfbw, + 2026-08-07 — a CONFOUNDED test, recorded as a method lesson).** The + foilspfbp tally above was acted on directly, but foilspfbw changed **two + things at once**: the ceiling 120 → 150 mm **and** the parameterization + (`f × rOut` → `bore + width`, rOut derived as a sum). The campaign did not + clear foilspfbp's budget-conditioned 4.00 (it reached 3.79) — but **that + outcome cannot be attributed to either change**, and no conclusion about + whether the 120 wall binds is available from it. + - **A first reading of it was wrong and is recorded to stop the repeat.** + Tallying only the **Pareto front** (7 points) suggested the extra radius + went unused — but a 7-point front at this stage is dominated by + *low-damage corner* designs, which is the wrong slice for a question + about radius. Tallying **high-sob** designs instead: 3 of the top 5 + exceed 120, including one at rOut **150.0** that beats the deployed + target on both axes (sob 3.46 at −5% damage). Sampling was not the + limiter either — 5 of 20 evals exceeded 120 against 5.4 expected from + the prior, and the picker put two picks at exactly 150. + - **Method rules this justifies.** (1) **Change one thing.** To test a + bound, move the bound and nothing else; re-parameterizing at the same + time forfeits the answer. (2) **Pick the right slice**: judge a bound by + the designs that are *good on the objective the bound was supposed to + help*, not by front membership. (3) **Check the induced prior**: when a + knob becomes *derived* (here rOut = bore + w, a sum of uniforms), its + box edges are corners of the sampling distribution rather than directly + addressable coordinates — verify the region is actually being offered + before concluding it was declined. + - Still open, therefore: whether the 120 mm `rOut` ceiling binds, and + whether `bore`-direct beats `f × rOut` as a parameterization. See + [bo-foilspf](/projects/bo-foilspf.md). +- **MEASURED CONFIRMATION (2026-07-27): two identical campaigns, 40 evals, ceiling untouched.** + `foilsflash23` and `foilsflash25` both ran `hybrid` q=10 rolling ×20 on the noise-fixed GP + against a leaderboard already dense in the high-sob basin. Neither approached + `foilsflashBASIN01_00` (sob 3.91): ff25 topped out at 3.76, ff23 at 3.57. Both, however, + **advanced the Pareto front on the flash axis** (ff25 added 2 of 23 front points). This is + Mechanism 1 seen from the inside — the acquisition was not idle, it was correctly spending + its budget where HV was still purchasable, which is exactly NOT the sob corner. **Cost of + the lesson: ~40 evals × ~4.5 h.** The operational rule this justifies: once a ceiling has + survived two picker-driven campaigns, a third is a purchase of the same negative result — + switch to the end-of-campaign checklist below, or redirect the picker to the axis where + the front still moves. See [bo-foilsflash](/projects/bo-foilsflash.md). - Mechanism 1 — **HV economics**: extending the front at a corner (sob 3.77→3.90 while flash worsens 9.9e-7→1.08e-6) adds only a thin sliver of hypervolume; once the useful region is mapped, EVERY candidate has diff --git a/wiki/concepts/simplification-audit-2026-07.md b/wiki/concepts/simplification-audit-2026-07.md index 0751d27..38ba8d4 100644 --- a/wiki/concepts/simplification-audit-2026-07.md +++ b/wiki/concepts/simplification-audit-2026-07.md @@ -7,7 +7,7 @@ description: 'delete/keep map EXECUTED through 2026-07-18 (Tier 1 batch + ipa + Run1BAna); venv pair consolidated to one .venv 2026-07-18; Tier-2 botorch_predict.py test-gap verification note SUPERSEDED 2026-07-19 (unit tests landed)' status: active -timestamp: '2026-07-19' +timestamp: '2026-08-02' --- # Simplification audit 2026-07 — verified delete/keep map @@ -223,6 +223,49 @@ Remaining mechanical batch executed after the reorg week. **Done today:** `docs/superpowers/specs/2026-07-18-tests-schema-protocol-design.md` and [ml-stack-review-2026-07](/concepts/ml-stack-review-2026-07.md). +## Key facts — dead-code re-sweep (2026-08-02, post json-modes) + +Mechanical AST re-sweep of `core/`+`graph/`+`tools/` (every top-level +symbol, every `ModeSpec`/dataclass field, cross-referenced against a +274-file corpus). **The July audit holds: ZERO dead functions, ZERO dead +classes, ZERO production symbols whose only callers are tests.** All 6 +pipeline stages and all 6 template dirs are reachable from some mode's +`grid_stages`. Only sediment was left: + +- **EXECUTED** (suite 428 green + graph-build smoke): dead `field` import + and dead `_RUN1BAK` constant (`core/modes.py` — no mode has used the + stock Run1Bak musing since the foils family moved to `_HELICAL_LOCAL`); + dead `StageName` Literal (`graph/state.py` — `BOIterationState.stages` + is `Dict[str, StageStatus]`, the alias never had a consumer); unused + `BOTORCH_PREDICT` import (`graph/closed_loop.py`); unused `shutil` / + `re` test imports. Plus `_DRY_RUN_KNOB_LABELS` (11 L) deleted in favour + of `ModeSpec.knob_names` — the hand-maintained copy covered 5 of 11 + modes, so **every JSON mode's `--dry-run` printed bare `x0..xN`**, and + its surviving labels had drifted from the leaderboard column names. +- **`ModeSpec.preflight_fcl` is WRITE-ONLY dead data — the only field of + the 24 with no production reader.** The `PREFLIGHT_FCL_TEMPLATE` + else-branch it selected was deleted 2026-07-17; the field survived the + deletion. It is worse than clutter: a JSON spec may still declare + `"preflight": {"fcl": "preflight"}`, pass validation, and silently get + surfacecheck. Removal is a **schema change** (mode_json validator + 7 + tracked + 4 untracked `mode_specs/*.json` + fixtures + 3 test + assertions) — deferred from the 2026-08-02 sweep because + `_reject_unknown` is strict: any window where the validator and a spec + file disagree crashes the next `propose`/`evaluate`/`preflight` of + every in-flight child. Do it between campaigns, in one commit. +- **`EvalSummary.trk_edep_{per_pot,total_MeV,events,tag}` are dead**, and + the 2026-07-18 rationale for keeping them ("archived summary.json + back-compat") is **refuted**: `EvalSummary` is serialize-only + (`asdict` → `to_json`, `harvest.py:371`), there is no deserializer, so + no archived file is ever parsed back into it. Nothing writes them + (retired with ipa), nothing reads them repo-wide or in the off-repo + plotters (the 3 `trk_edep`-matching `mmackenz_table_plots` scripts read + the frozen ipa leaderboard, not summary.json) — they only emit four + permanent `null` keys per harvest. Deferred with the above: removal + narrows `test_harvest.py:LEGACY_KEYS` (a deliberate refactor contract) + and would make one campaign's summary.json files differ in shape + mid-flight. `_extract_trk_edep_per_pot` STAYS (flash harvest reuses it). + ## Key facts — root .py / .tsv reorganization (2026-07-17) **RECOMMENDED keep-flat, then EXECUTED anyway on user override.** The diff --git a/wiki/concepts/stopping-target-foil-base-spec.md b/wiki/concepts/stopping-target-foil-base-spec.md index 4db2115..820b3ac 100644 --- a/wiki/concepts/stopping-target-foil-base-spec.md +++ b/wiki/concepts/stopping-target-foil-base-spec.md @@ -5,7 +5,7 @@ description: deployed 37 foils at rOut=75, halfThickness=0.0528 mm (≈105.6 µm — not the "100 µm" design spec); holeRadius is a SINGLE SCALAR (StoppingTargetMaker.cc:41 getDouble), not per-foil status: active -timestamp: '2026-06-01' +timestamp: '2026-08-02' --- # Stopping-Target Foil Base Spec @@ -53,6 +53,16 @@ overrides (e.g. [bo-foils](/projects/bo-foils.md) adds extras around this base) scalar and rebuild the deployed-baseline base correctly (extras still wrong, but base is right). Patch at `/tmp/holeRadii-vector.patch`. +- **`stoppingTarget.z0InMu2e` is the stack CENTER, not the first foil** + (`StoppingTargetMaker.cc:146-148`: `length = (nfoils-1)*deltaZ; zclosest = + z0InMu2e - length/2`). A stack with a different span (e.g. foilspf's + `extent` knob) therefore grows **symmetrically**, ±(extent−800)/2 each + side of the shared center 5871. Independent cross-check: foilspf's IPA + compensation `ipa_dist = 625 − (extent−800)/2` subtracts HALF the extent + change — only consistent with centered growth. (2026-08-02: the first + foilspf sketch figure wrongly anchored deployed + profile stacks at the + same first foil; regenerated.) + - **Vector keys that ARE per-foil** (`StoppingTargetMaker.cc:40, 50`, `getVectorDouble`): `stoppingTarget.radii`, `stoppingTarget.halfThicknesses`. FHiCL "last value repeats" parser convention applies — a 1-entry vector diff --git a/wiki/drivers/closed-loop-runner.md b/wiki/drivers/closed-loop-runner.md index a63b036..c071eea 100644 --- a/wiki/drivers/closed-loop-runner.md +++ b/wiki/drivers/closed-loop-runner.md @@ -4,11 +4,12 @@ title: closed-loop-runner — multi-round Pareto-pick BO driver description: 'multi-round Pareto-pick BO driver: wraps q parallel graph-runner children, refits GP between rounds' status: active -timestamp: '2026-07-20' -updated_note: 'ChildTracker full-cut (2026-07-19): barrier is the sole resolver - of child state — STALE_CLUSTER resolves loudly at the barrier (not launch time), - launch-failed children resolve immediately (no 24h hang), barrier hard-guard - narrowed to empty-children-dict' +timestamp: '2026-07-26' +updated_note: 'elebeam_flash overlap corrected (2026-07-26): the page ended at the + v1 "OVERTURNED / DO NOT USE / REVERT" verdict and never recorded that v2 + (presubmit-after-mubeam, njobs 200→100) SHIPPED 2026-07-10 and delivered −40% + eval wall — a reader would have concluded the overlap was disabled. v1 symbols + confirmed gone from the code; flagged the seam''s missing behavioral test' --- # closed-loop-runner — multi-round Pareto-pick BO driver @@ -149,15 +150,18 @@ in this phase. barely changes wall); harvest ~12 min (EdepAna + gallery flash + calo); inter-stage gaps ~2–8 min. The two long stages are the "fast config" FEW-BIG-JOB stages (mubeam/mustops_ce), NOT the 200-job flash stage. ~35-min eval-to-eval spread is pure grid-queue variance. - - **Parallelization opportunity (elebeam_flash is INDEPENDENT of the sob chain, 2026-07-01):** - the chain runs strictly SEQUENTIAL (`STAGES_BY_MODE["foilsflash"]` linear; mtimes confirm - elebeam_flash submits only AFTER mustops_ce lands). But the sob chain (mubeam→concat→mustops_ce, - internally coupled) and elebeam_flash share NO data — elebeam_flash resamples its own external + - **Parallelization opportunity (elebeam_flash is INDEPENDENT of the sob chain, 2026-07-01) + — ✅ SHIPPED 2026-07-10 as the after-mubeam `PRESUBMIT_AFTER` seam; see the + "RESTORED" bullet below. The v1 at-preflight variant below was reverted first; read + BOTH before touching this.** The premise: the chain ran strictly SEQUENTIAL + (`STAGES_BY_MODE["foilsflash"]` linear; mtimes confirm elebeam_flash submitted only + AFTER mustops_ce landed). But the sob chain (mubeam→concat→mustops_ce, internally + coupled) and elebeam_flash share NO data — elebeam_flash resamples its own external EleBeamCat `auxinput` (run_number 1803) with the same foil geom, reading nothing from the sob stages. So flash could run CONCURRENTLY with the sob chain → per-eval wall drops from - `sum` (~4.5–5 h) to `max(sob-chain, flash)` (~3.5–4 h, ~20–25%). Requires forking the graph - into two parallel branches feeding one harvest (a `graph/` sequencing change, NOT a config tweak); - do NOT attempt mid-campaign. + `sum` (~4.5–5 h) to `max(sob-chain, flash)` (~3.5–4 h, ~20–25%). Realized: −40% at ~half + the grid footprint (ff12). Any change here is a `graph/` sequencing change, NOT a config + tweak; do NOT attempt mid-campaign. - **The mid-campaign edit freeze covers `botorch_predict.py` too (2026-07-11)**: it is NOT only pipeline.py/templates/graph — a multi-round campaign executes `botorch_predict.py` fresh at every round transition (`_botorch_picks_subprocess` @@ -256,6 +260,38 @@ in this phase. **Recommendation: REVERT** (remove `PRESUBMIT_STAGES_BY_MODE["foilsflash"]` → empty, or the node stays a no-op). If retried, must throttle the burst (smaller elebeam njobs, or stagger presubmits over the sob-chain duration, not up-front). The "~40-50 min saving" estimate above the fold is WRONG — superseded. + - **✅ RESTORED 2026-07-10 as v2 "presubmit-after-mubeam" — BOTH throttles applied, and it WORKED. + The `DO NOT USE` verdict above applies to the v1 at-preflight variant ONLY; v2 is live in + production today.** The v1 retry conditions were met literally: + (1) *smaller elebeam njobs* — 200 → **100** (2026-07-09; `AUTORESEARCH_ELEBEAM_NJOBS` default, + do NOT set it by hand); (2) *stagger, not up-front* — the presubmit now fires **when mubeam + COMPLETES (~90 min in)**, not at preflight, so q=10 children's elebeam submits are spread by + their own mubeam finish times instead of colliding at round start. Peak burst drops from + 10×200 = 2,000 jobs at t≈0 to 10×100 = 1,000 spread over ~90+ min. + **Wiring (v1 symbols are GONE — `node_presubmit_parallel`, `PRESUBMIT_STAGES_BY_MODE`, + `presubmit_parallel`, and the `build.py` edge all return 0 greps):** the map is now a + `ModeSpec` field, `presubmit_after: {after-stage → stages}` (`core/modes.py:73`; + foilsflash `{"mubeam": ("elebeam_flash",)}` at `:206`), surfaced as + `graph/config.py:73 PRESUBMIT_AFTER` and fired INSIDE the stage node + (`graph/nodes.py:157-169`) via `pipeline_io.presubmit_stage()` (`:220`). Still + best-effort: a presubmit exception is caught + logged and the stage's own node submits + sequentially (idempotent cluster-file guard) — a presubmit failure never fails the eval. + Because it is a `ModeSpec` field, any mode (incl. JSON-defined) can declare an overlap + without a `graph/` edit. + **Measured.** ff12 (2026-07-10, first full-stack campaign): 10/10 presubmits fired, + **median eval wall 214 min (best 168)** vs the 5.4 h pre-stack baseline ≈ **−40% at ~half + the grid footprint**. Independent re-check 2026-07-26 from cluster-file mtimes — the + ORDERING test (elebeam before mustops_ce = overlapping), not |Δt|: + ff18R00_02 elebeam +96 min vs mustops_ce +108; ff14R01_02 +94 vs +105; + ff18R02_00 +92 vs +100 — elebeam consistently precedes mustops_ce, i.e. its grid time + hides behind concat + mustops_ce as designed. (ff14R01_00 shows +328 min: that is the + manual 400-job champion re-confirmation, NOT a presubmit failure.) + **Lesson worth keeping:** the v1 revert was NOT proof that "independent-stage overlap + doesn't work here" — it was proof that *an unthrottled simultaneous burst* doesn't. Same + mechanism, staggered and halved, bought 40%. + **Gap (2026-07-26): the seam has NO behavioral test** — `PRESUBMIT_AFTER` and + `presubmit_stage` have 0 matches in `tests/`, so the best-effort degradation path is + unverified. - **Barrier hangs 24 h on a child that dies WITHOUT a terminal checkpoint (foilsflash05 R00_02).** R00_02 died at the `evaluate` node (`bo_driver.py evaluate` subprocess **120 s timeout**, pipeline_io ~:443) — harvest succeeded but the leaderboard-append timed out → child crashed, no row, diff --git a/wiki/drivers/tests.md b/wiki/drivers/tests.md index 3ba36c6..cfb4cbb 100644 --- a/wiki/drivers/tests.md +++ b/wiki/drivers/tests.md @@ -6,7 +6,7 @@ description: '`tests/` regression suite (12 files, 211 tests; test_wal_multiwrit .venv/bin/python -m unittest discover -s tests -v`; golden parity harness (manual, not in discover): `PYTHONPATH= .venv/bin/python tests/golden_parity.py check`' status: active -timestamp: '2026-07-20' +timestamp: '2026-08-02' updated_note: 'slimming round: ChildTracker full-cut + harvest seams + B0 batch added STALE_CLUSTER/launch-failed/harvest/lockstep coverage; 196 → 211 tests' @@ -28,6 +28,58 @@ tests: ChildTracker `STALE_CLUSTER` + launch-failed coverage, harvest.py Steps 1+4 runner-seam tests, and B0-batch lockstep/seam-protocol tests). ## Key facts +- **Suite size (measured 2026-08-02): 18 `test_*.py`, 432 tests (2 skipped + by design), 11.7 s.** + The per-file breakdown further down is a 2026-07-20 snapshot (12 files / + 211) and has NOT been re-audited — trust these two numbers over it. +- **`tools/capture_golden_geom.py`'s skip guard was BROKEN and would have + destroyed the oracle it protects (found + fixed 2026-08-02).** The tool + re-captures the frozen geometry goldens + (`tests/fixtures/golden_geom/_.txt`) that + `test_json_mode_parity.py` compares JSON-defined modes against, and it is + supposed to REFUSE any mode with no Python renderer — regenerating those + from the JSON spec would compare the spec to itself. It detected "has a + Python renderer" with `hasattr(mode, "_geom_text")`, which is **True for + every mode alive**: `BOMode` declares `_geom_text` abstract and `JsonMode` + implements it from the JSON `geom` template. So after foilsflash went + JSON-only (2026-07-26) the tool reported `0 mode(s) skipped` and a plain + run would have rewritten all four foilsflash goldens from the spec, + silently turning that half of the parity test into a tautology. Fixed to + key on the registry fact `ModeSpec.geom is not None` (non-None ⇔ + JSON-defined, per core/modes.py) — an attribute check can never express + "no Python renderer" while the ABC declares the method. +- **`--check` also reported false DRIFT** (same fix): it diffed raw text + while the parity test compares `parse_assignments()`, which drops + comments and normalizes whitespace. All 4 foilsflash goldens were + semantically identical to the current render (which is why the suite was + green) yet `--check` exited 1, making it useless as a gate. It now + compares the way the test does and reports cosmetic-only differences + separately. Post-fix: `SKIP foilsflash`, `0 drifted, 0 cosmetic`, exit 0. +- **The identical broken guard was ALSO live in the suite**, at + `test_json_mode_parity.py::test_golden_still_matches_the_live_python_mode` + — it reported `ok` for foilsflash instead of `skipped`, so for a + JSON-only mode it was comparing golden-vs-JSON while its failure message + still read *"STALE vs the live Python renderer — re-capture it"*: advice + that, followed, would have destroyed the oracle via the (then also + broken) tool. Fixed 2026-08-02 by hoisting `has_python_renderer(mode)` + into `test_json_mode_parity.py` (it owns `GOLDEN`/`SAMPLE_X`/ + `parse_assignments`; the tool imports it, keeping one tool→test + dependency instead of a cycle) and keying both on it. Skips are now + symmetric and correct: `foils` runs the staleness test, `foilsflash` + runs the production-spec test. +- **Two tests added with that fix (428 → 432):** + `test_production_spec_still_matches_the_golden` makes the coverage the + broken guard had been providing *by accident* explicit and honest — it + checks the SHIPPED `mode_specs/.json` (via `MODES`) against the + golden, where the sibling `test_same_geometry_as_python_renderer` only + checks the `tests/fixtures/modes/` copy; editing the production spec's + geometry off the proven-equal baseline is the mistake that would + otherwise reach the grid. And + `test_regeneration_guard_uses_the_registry_not_an_attribute` pins the + guard itself, asserting `hasattr(m, "_geom_text")` is True even for a + JSON mode — i.e. that an attribute check can never mean "has a Python + renderer". Nothing had pinned that invariant, which is why it could + break in silence for a week. - **Venv & invocation:** `PYTHONPATH= .venv/bin/python -m unittest discover -s tests -v` (single project venv since the 2026-07-18 consolidation — it carries langgraph AND botorch, so there is no wrong venv anymore). diff --git a/wiki/external/mu2e-cvmfs-python-envs.md b/wiki/external/mu2e-cvmfs-python-envs.md new file mode 100644 index 0000000..d4f8c92 --- /dev/null +++ b/wiki/external/mu2e-cvmfs-python-envs.md @@ -0,0 +1,146 @@ +--- +type: external +title: Mu2e CVMFS Python envs (pyenv ana/rootana/trkqual) — contents + our delta +description: The /cvmfs env/ area and `pyenv` mechanism; measured package delta from + our .venv to ana/rootana (ana is the closer fit, 14 conflicts vs 26, only numpy + load-bearing); trkqual is the py3.11+torch precedent for a sibling ML env; our + stack verified green on Python 3.12; requirements.lock landed 2026-08-18 +status: active +status_note: measured 2026-08-12; lockfile blocker cleared 2026-08-18; no request sent + to the env maintainers yet +timestamp: '2026-08-18' +updated_note: lockfile blocker resolved (requirements.lock, 77 pkgs / 1744 hashes, + pinned to the installed venv because a fresh resolve drifts 20 packages); remaining + Phase-1 work moved to docs/pyenv-publication-plan.md +--- + +# Mu2e CVMFS Python envs (pyenv ana/rootana/trkqual) — contents + our delta + +## Summary +Mu2e publishes shared Python environments under +`/cvmfs/mu2e.opensciencegrid.org/env/`, activated by the `pyenv` shell function +(see [pyutils-analysis-env](/external/pyutils-analysis-env.md) for the analysis-side +recipe). This page records **what is actually installed in each env** and the +**measured delta from this project's `.venv`**, derived to answer "can our BO stack +be published there instead of living in a personal `/exp` venv". The delta is not +re-derivable in under 5 minutes — it needs a dist-info diff across three prefixes. + +## Key facts + +- **Three envs exist, not two.** `pyenv.sh`'s own usage text advertises only `ana` + and `rootana`, but `env/trkqual/` is published alongside them (`1.0.0`, `1.1.0`, + `1.2.0`, `current` → `1.1.0`). So **an unadvertised, working-group-specific env is + an accepted thing to publish** — that is the precedent for asking for one. +- **`pyenv` is `muse activate ENV_NAME [VERSION]`**, defaulting to **version 2.7.0** + when no version is given (`/cvmfs/mu2e.opensciencegrid.org/bin/pyenv.sh`). It + supports both Pixi and Conda builds. Envs are immutable published prefixes — a + venv cannot be "moved" there, only **rebuilt as a release from a lockfile**. +- **Latest versions as of 2026-08-12:** `ana` 2.7.0 (py3.12, 236 packages), + `rootana` 2.5.0 (py3.12, 229 packages), `trkqual` 1.1.0 = `current` (**py3.11**, + 503 packages). +- **`trkqual` is the py3.11 + torch precedent:** torch 2.1.2.post100, tensorflow + 2.15.0, xgboost 3.1.3, scikit-learn 1.8.0, numpy 1.26.4, uproot 5.7.0. It exists + *because* heavy ML deps don't belong in `ana`/`rootana` — which is the same + argument for a BO sibling env. +- **Measured delta from our `.venv` (77 packages, py3.11)** — dist-info diff, + script kept at `scratchpad/cmp_env.py` in-session: + + | target | packages | we'd ADD | version CONFLICTS | already identical | + |---|---|---|---|---| + | `ana` 2.7.0 | 236 | 29 | 14 | 34 | + | `rootana` 2.5.0 | 229 | 30 | 26 | 21 | + +- **`ana` is the better fit**, for three independent reasons: half the conflicts + (14 vs 26) and 13 of those 14 are trivial point drift (`anyio` 4.14.2 vs 4.14.0, + `pillow` 12.3 vs 12.2) we would simply accept; `rootana` **lags** (`urllib3` + 1.26.16, `scikit-learn` 1.8.0, `awkward` 2.9.0, newest release 2.5.0 vs ana's + 2.7.0); and **rootana's raison d'être — bundled PyROOT — buys this project + nothing**, because our ROOT reads already run under `muse setup` + (forced by [uproot-cannot-read-steppointmc](/incidents/uproot-cannot-read-steppointmc.md)). +- **Exactly ONE conflict is load-bearing: numpy 1.26.4 (both envs) vs our 2.4.6.** + torch 2.13 + botorch 0.18 need numpy 2.x, and moving `ana` to numpy 2 forces a + recompile of every C-extension in it (`awkward-cpp`, `scipy`, `scikit-learn`, + `matplotlib`, `pillow`) — i.e. a **major release of ana**, not a package add. +- **The 29 adds split two ways, and the split is the argument:** only **9 are the ML + core** (`torch 2.13.0+cpu`, `botorch`, `gpytorch`, `linear-operator`, + `multipledispatch`, `pyre-extensions`, `typing-inspect`, `mypy-extensions`, + `ninja`); **19 are the LangGraph/LangSmith orchestrator cluster** (`langgraph` ×5, + `langchain-core`, `langchain-protocol`, `langsmith`, `aiosqlite`, `sqlite-vec`, + `orjson`, `ormsgpack`, `uuid-utils`, `websockets`, `zstandard`, `tenacity`, + `jsonpatch`, `requests-toolbelt`, `distro`) plus `setuptools`. **No analysis user + will ever import the orchestrator half** — so the smallest credible ask is the + 9 ML packages riding a future numpy-2.x `ana`, with LangGraph staying local. +- **Our stack runs on Python 3.12 — verified, not assumed (2026-08-12).** A + `.venv312` built from the same `requirements.txt` (CPython 3.12.13, torch + `2.13.0+cpu` first, then the rest) runs the **full suite 471/471 OK**. Warm + runtime **38.2 s vs 37.8 s on 3.11 — indistinguishable**. The first run took + 139 s; that is a **cold torch JIT extension cache**, not a regression (cf. + [torch-cpp-extension-stale-filebaton-suite-hang](/incidents/torch-cpp-extension-stale-filebaton-suite-hang.md)). + Nothing in the repo pins 3.11 (only prose in `requirements.txt`, `README.md`, + and wiki pages), and no code uses stdlib removed in 3.12 (`distutils`, `imp`, + `asynchat`, removed `unittest` aliases). Venv kept at + `/exp/mu2e/data/users/oksuzian/autoresearch_venvs/.venv312`. +- **Lockfile blocker RESOLVED 2026-08-18.** `requirements.txt` remains + unpublishable on its own — 7 of its 12 lines are `>=` ranges (`langgraph`, + `langgraph-checkpoint-sqlite`, `python-dotenv`, `matplotlib`, `scikit-learn`, + `uproot`, `awkward`) — so `requirements.lock` now carries the pinned, hashed + resolution: **77 packages, 1744 hashes**, `--require-hashes` clean, and + `uv pip install --dry-run` against the live venv reports *"would make no + changes"*. +- **The lock is constrained to the INSTALLED venv, not re-resolved — and that + distinction is load-bearing.** A fresh unconstrained `uv pip compile` of the + same `requirements.txt` on 2026-08-18 moved **20 of the 77**: `langgraph` + 1.2.9→1.2.11, `langchain-core` 1.4.9→1.5.6, `langsmith` 0.10.6→0.11.0, + `awkward` 2.10.0→2.13.0 (+`awkward-cpp` 54→56), `setuptools` 78.1.0→84.0.0, + `orjson` 3.11.9→3.12.0, `xxhash` 3.8.1→4.0.1, `typing-extensions` + 4.15.0→4.16.0, plus point drift. None of that is reviewed or suite-verified, + so the regenerate recipe in the lock's header keeps `--constraint` on a freeze + of a green venv. The `+cpu` pin also makes the pytorch index mandatory at + install: plain `torch` from PyPI is the 2.8 GB CUDA build. +- **`.gitignore`'s blanket `*.lock` (runtime file locks) silently swallowed it.** + `git status` stayed clean and the one file a second operator or a publisher + needs would never have left this machine. Fixed with a `!requirements.lock` + exception; worth remembering the pattern is that broad. +- The build recipe's hardcoded `/exp/mu2e/data/users/oksuzian/...` is fixed by the + portable-paths work (landed on `local-executor`, not yet on the default branch). +- **Remaining Phase-1 work** is tracked in `docs/pyenv-publication-plan.md`: + merge portable paths, re-verify 3.12 at the current 612-test suite (the green + run was at 471), and split the requirements mechanically into the 9-package ML + core vs the 19-package orchestrator cluster so the ask is the former. +- **Size to quote when asking: 1.2 GB, 77 packages**, torch deliberately the `+cpu` + wheel rather than the multi-GB CUDA build. + +## What publication would actually buy us +Modest, and worth being honest about: grid jobs do **not** use this venv (they run +`art`/`mu2e` from the Musing tarball), so there is no grid-side win. The wins are +(a) a second operator needs no build step, (b) it comes off the personal `/exp` +quota — which filled once already +([data-quota-exhausted-grid-accumulation](/incidents/data-quota-exhausted-grid-accumulation.md)), +and (c) the strongest one: an **immutable, versioned stack that a past campaign can +be reproduced against**. Costs: no mid-campaign pin hotfixes, and we must always +activate an **explicit version, never `current`** — a `current` that moves between +BO rounds would change the numerical stack under a running campaign. + +## Cross-links +- Related: [pyutils-analysis-env](/external/pyutils-analysis-env.md) (the `pyenv ana` + run recipe + CWD-shadowing gotcha), [mu2e-offline](/external/mu2e-offline.md) +- Related: [venv-relocated-to-data-volume](/incidents/venv-relocated-to-data-volume.md) + (why the venv lives on /data behind a root symlink), + [ml-stack-review-2026-07](/concepts/ml-stack-review-2026-07.md) (why the pins are + what they are) +- Source files: `requirements.txt`, `setup.sh` (`--venv` links a shared venv), + `README.md` build recipe +- External: `/cvmfs/mu2e.opensciencegrid.org/bin/pyenv.sh`, + `/cvmfs/mu2e.opensciencegrid.org/env/{ana,rootana,trkqual}/`, EAF change log on + mu2ewiki + +## Open questions / TODO +- **Request not sent.** Ask the EAF/analysis-tools maintainers (owners of the EAF + change log that `pyenv.sh` points at) for the *slot and process* first; publish a + first version only after portable-paths lands and the pins settle. +- Is a numpy-2.x `ana` already planned? If so the 9-package ML ask is far cheaper + than a sibling env and should be the opening position. +- Who actually owns `env/`? Not identified — `pyenv.sh` names no maintainer. +- Should we move to 3.12 regardless of publication? It costs nothing (verified) and + matches `ana`/`rootana`, but `trkqual` shows 3.11 is fine, so there is no forcing + reason yet. diff --git a/wiki/external/muse-backing-pattern.md b/wiki/external/muse-backing-pattern.md index 103a95f..06a5f46 100644 --- a/wiki/external/muse-backing-pattern.md +++ b/wiki/external/muse-backing-pattern.md @@ -4,9 +4,11 @@ title: muse-backing-pattern — build a patched Offline subset against a Musing description: build patched Offline subset against a Musing; how the helical-plug lib is produced status: active -timestamp: '2026-06-07' -updated_note: added muse 4.17.0 source citations for CVMFS-link preservation + empty-repos - behavior + grid-side setup.sh contract +timestamp: '2026-08-18' +updated_note: rewrote the Run1BAna section — it still claimed the local build had failed + and that we borrow mmackenz's lib, both false since 2026-06-26; documented multi-repo + work areas as the extra-module mechanism, the one-target build, and the diverged + second clone that feeds the harvest fcl/macro --- # muse-backing-pattern — build a patched Offline subset against a Musing @@ -18,10 +20,74 @@ inheriting everything else from a published Musing on CVMFS. Used to ship the helical-plug `libmu2e_Mu2eG4.so` patch via `Code.tar.bz2` without needing mmackenz's tree or new CVMFS publication. -## Canonical recipe (mgit + muse tarball) +## PREFERRED recipe: tag-pinned partial checkout (2026-07-28) -This is the wiki-blessed path. Use it instead of the rsync-everything variant -below. +Use this when the backing is a **published tag** (all our Musings are). It is +the mu2ewiki "Partial checkout with backing build" flow with `mgit init` +replaced by a tag clone. Measured on Run1Bap/p101: **2 libs, 26 s, 178 MB**, +vs 535 libs / 11 min / 3.8 GB for the full-tree build — and identical +surface-check output. Frozen at +`/exp/mu2e/app/users/oksuzian/Offline_run1bap_partial/rebuild.sh`. + +```bash +D=$WORK/Offline__partial +SRC=/cvmfs/mu2e.opensciencegrid.org/Musings/Offline/v13_32_10/Offline # backing's Offline +mkdir -p $D && cd $D + +# 1. Source AT THE BACKING'S TAG. `-c safe.directory` is transient: CVMFS is +# cvmfs-owned, so a plain clone dies "detected dubious ownership". +git -c safe.directory='*' clone -q $SRC Offline + +# 2. mgit's ONLY real output is this file (see mg_add: it appends one line and +# re-reads the tree). Write it directly. +cd Offline +git config core.sparsecheckout true +printf "/.muse\n/.gitignore\n/GeometryService\n" > .git/info/sparse-checkout +git read-tree --reset -u HEAD +cd .. + +patch -p1 -d Offline < /path/to/local.patch + +export SPACK_USER_CACHE_PATH=/tmp/spack_cache_$USER +source /cvmfs/mu2e.opensciencegrid.org/setupmu2e-art.sh >/tmp/s.log 2>&1 +muse backing SimJob Run1Bap +muse setup >/tmp/m.log 2>&1 # derives p101 by itself -- NO -q needed +muse build -j 12 +``` + +### Why NOT `mgit init` when the backing is a tag + +`mg_init` **never consults the backing** — grep the function: 0 occurrences of +"backing" (vs 10 in `mg_status`). It unconditionally runs +`git checkout --no-track -b mgit_init_branch mu2e/main`, i.e. Offline main HEAD. +Concretely, 2026-07-28: main HEAD `.muse` says `ENVSET p103`, Run1Bap ships only +`al9-{prof,debug}-e29-p101` → `muse setup` stops with *"backing build area +missing required build"*. Forcing `-q p101` past it is worse: your one local +package is then compiled from newer source than the ~500 libs around it (ABI +drift, no error). This is the same failure as the p094-vs-p095 loss of +2026-05-17 with new numbers. + +It is structural, not a bug: `MUSE_BACKING` is set by `muse setup`, which runs +**after** mgit — which is also why `mgit status` refuses to run before setup. +mgit is built for developing against Offline *head*; we are pinned to a tag. + +### Is a one-package build ABI-safe? + +Ask at **file** granularity, not package. The backing ships +`build//Offline/gen/txt/deps.txt` (what `mgit status` reads); for +GeometryService it lists **36 dependent packages** — but that is +package-granularity and over-approximates. The binding check for the holeRadii +patch: `StoppingTargetMaker.hh` (whose class gains a `std::vector` +member) is included by exactly ONE file in all of Offline — +`GeometryService/src/GeometryService.cc`, in its own package. Nothing else can +observe the layout change. Confirmed at runtime, not just by argument: the +patch's `holeRadii vector active (n=49)` canary fires under the partial build, +which stock `GeometryService` cannot print. + +## Alternate recipe: mgit + muse tarball (develop-against-head only) + +Valid when you are tracking Offline **main** and your backing is near head. +Superseded by the tag-pinned recipe above whenever the backing is a tag. ```bash # 1. Pick a build root. @@ -133,35 +199,82 @@ muse build -j 8 >/tmp/build.log 2>&1 - Used by: [pipeline](/drivers/pipeline.md) (`write_code_tarball` ships `Code/lib/libmu2e_Mu2eG4.so` + `LD_PRELOAD` in `setup.sh`) - Motivating bug: [calo-constant-across-helical](/incidents/calo-constant-across-helical.md) +- Extra-module fallout: [mmackenz-edepana-lib-qualifier-bump](/incidents/mmackenz-edepana-lib-qualifier-bump.md) + (the borrow path dying is why we build Run1BAna in our own work area) - Project: [bo-helical](/projects/bo-helical.md) +- Source files: `core/pipeline.py:402` (`mmlib` prepend), `core/harvest.py:64-66` + (`EDEP_FCL`, `SENSITIVITY_MACRO` — the second, diverged clone) - Source patch: `/exp/mu2e/app/users/oksuzian/Offline_helical/helical-plug.patch` - Build dir: `/exp/mu2e/app/users/oksuzian/Offline_helical/build/al9-prof-e29-p094/Offline/lib/` - Mu2e wiki: https://mu2ewiki.fnal.gov/wiki/GitHubWorkflow#Developer_Workflow -## Out-of-scope: Run1BAna (EdepAna) +## Extra repos alongside Offline: Run1BAna (EdepAna) + +A muse work area holds **several repos side by side in `MUSE_REPOS`**, all +built against one backing — the mechanism is not Offline-specific, so importing +an outside module needs no new machinery. `autoresearch_muse/` uses it today: + +``` +autoresearch_muse/ +├── backing -> /cvmfs/.../Musings/SimJob/Run1Bak +├── Offline/ # patched subset (holeRadii, helical plug) +├── Run1BAna/ # the extra-module repo, a sibling of Offline +└── build/al9-prof-e29-p094/{Offline,Run1BAna}/lib/ +``` + +`EdepAna_module` lives in mmackenz's personal `Run1BAna` +(`github.com/michaelmackenzie/Run1BAna` — **not** the Mu2e org, **not** +Offline, **not** Run1Bak; verified against `Offline/v13_12_10` at full depth +2026-08-18: zero `EdepAna` matches, the only `Edep`-named file being the +unrelated `MCDataProducts/inc/CaloEDepMC.hh`). The harvest step loads it via a +`CET_PLUGIN_PATH` + `LD_LIBRARY_PATH` prepend in +`pipeline.py:sourced_env(with_muse=True)`. + +### Build it here — but ONE TARGET, never the package + +**Superseded 2026-06-26:** this section previously said a local build had been +attempted and failed, and that the fix was to borrow mmackenz's prebuilt lib. +That borrow path is **dead** — he bumped p094→p101 and deleted the directory we +pointed at, taking every foils/ipa harvest down with it +([mmackenz-edepana-lib-qualifier-bump](/incidents/mmackenz-edepana-lib-qualifier-bump.md)). +We build it ourselves now, and it compiles clean: + +```bash +cd /exp/mu2e/app/users/oksuzian/autoresearch_muse +muse setup -q p094 +muse build -j4 build/al9-prof-e29-p094/Run1BAna/lib/librun1bana_workflows_EdepAna_module.so +``` -The harvest step calls a `mu2e` job that loads `EdepAna_module`, which lives -in mmackenz's personal `Run1BAna` repo (`github.com/michaelmackenzie/Run1BAna`, -**not** in the Mu2e org, **not** in Offline, **not** in Run1Bak). Building it -under the same `autoresearch_muse/` tree was attempted 2026-05-17 and failed: +**The explicit lib target is the whole trick.** Run1BAna HEAD has drifted past +the backing, so a package-level or bare `muse build` still fails — on OTHER +sub-packages, never on EdepAna: - `Run1BAna/evtana/inc/Run1BEvtAna.hh` includes `EventNtuple/inc/HitCount.hh` — that repo isn't checked out. - `Run1BAna/modules/src/CalLineFinder_module.cc:421` references - `mu2e::CosmicTrackSeed::_caloCluster`, a member that exists in Run1BAna HEAD - but **not** in `v13_12_10`'s `CosmicTrackSeed`. Run1BAna HEAD's ABI has - drifted past the backing. - -Since the harvest is local-only (not a grid step), the cheap fix is to -prepend mmackenz's prebuilt lib dir -(`/exp/mu2e/app/users/mmackenz/run1b/build/al9-prof-e29-p094/Run1BAna/lib`) -to `CET_PLUGIN_PATH` + `LD_LIBRARY_PATH` in `pipeline.py:sourced_env(with_muse=True)`. -The mmackenz lib was built against the same `Run1Bak` / v13_12_10 backing -with the same envset, so ABI matches by construction. - -To rebuild Run1BAna locally we would need: (a) check out an older Run1BAna -tag whose ABI matches `v13_12_10`, (b) also check out `EventNtuple`, (c) -muse build. Not worth doing unless the borrow path stops working. + `mu2e::CosmicTrackSeed::_caloCluster`, absent from `v13_12_10`. + +`EdepAna_module.cc` itself has **no** `EventNtuple` dependency — only Offline +(`RecoDataProducts/CaloCluster`, `MCDataProducts/{PrimaryParticle,CaloShowerStep, +StepPointMC}`, `Mu2eUtilities/StopWatch`), art and ROOT, all present in the +backing. Naming the `.so` makes scons stop short of the broken siblings. Raw +`scons` fails with "No SConstruct" — it MUST go through `muse build`. + +**Not a grid concern:** EdepAna runs only in the local harvest, never in a grid +stage, so `Code.tar.bz2` never carries it and no tarball rebuild follows a +Run1BAna change. If a future stage did need it on the worker, this same work +area is what `muse tarball` would ship. + +### Known gap: the fcl + macro come from a SECOND, diverged clone + +The build tree above supplies only the `.so`. `edep.fcl` and +`rough_run1a_sensitivity.C` are read at harvest time from a **different, +untracked clone** at `autoresearch/Run1BAna/` (gitignored, `.gitignore:72`), +wired in at `harvest.py:64-66`. The two clones have already diverged (disjoint +`config_*` dirs as of 2026-08-18), so nothing prevents the module and the FHiCL +that configures it from being different vintages. Either checkout can also move +under us: neither is pinned to a SHA. Fixing this means one pinned checkout +feeding both the build and the harvest. ## Backing-only tarball (no source overlay, no build) diff --git a/wiki/external/pyutils-analysis-env.md b/wiki/external/pyutils-analysis-env.md index 242dc1d..5d2a000 100644 --- a/wiki/external/pyutils-analysis-env.md +++ b/wiki/external/pyutils-analysis-env.md @@ -155,6 +155,9 @@ wall: **the ntuples are reconstruction-filtered and carry no generated-event cou ## Cross-links - External: [Mu2e/pyutils](https://github.com/Mu2e/pyutils); Slack `#analysis-tools`. - Related: [mu2e-offline](/external/mu2e-offline.md), `reference_run1bana_repo` (user-memory note) (EdepAna lives elsewhere), building-with-muse skill. +- Related: [mu2e-cvmfs-python-envs](/external/mu2e-cvmfs-python-envs.md) — what is + installed in each `env/` prefix (ana/rootana/trkqual) and how far this project's + own `.venv` is from them. - This project's own harvest path uses uproot/PyROOT directly, not pyutils — pyutils is for EventNtuple-style downstream analysis. diff --git a/wiki/incidents/data-quota-exhausted-grid-accumulation.md b/wiki/incidents/data-quota-exhausted-grid-accumulation.md index e8792f3..64a23f5 100644 --- a/wiki/incidents/data-quota-exhausted-grid-accumulation.md +++ b/wiki/incidents/data-quota-exhausted-grid-accumulation.md @@ -6,11 +6,14 @@ description: /exp/mu2e/data/users/oksuzian 2TB CephFS quota filled by autoresear (2.04TB, Code.tar.bz2 accumulation) → Errno 122 EDQUOT at propose_one geom-copy; killed ipa02 4/5 children; diagnose with getfattr not df; 2026-06-19 status: resolved -status_note: '2026-06-20 (deleted 1474 completed-config dirs → freed 1.88 TB: /data - 2148 GB → 269 GB = 12%); campaigns relaunched fresh' -timestamp: '2026-07-01' -updated_note: 're-measured: Code.tar.bz2+cnf.tar=579GB/63%, harvest only 1.1GB, - outputs already on /pnfs → delete not reroute' +status_note: '2026-07-24 structurally: code tarball + cnf jobdef rerouted to dCache + scratch (LRU-purged), so /exp cost falls ~2.7 GB/eval → ~10 MB/eval and needs no + pruning; earlier 2026-06-20 recovery deleted 1474 config dirs (freed 1.88 TB)' +timestamp: '2026-07-24' +updated_note: 'REVERSAL: the 2026-07-01 "reroute-to-/pnfs is moot, delete instead" + conclusion was wrong (it conflated /pnfs/mu2e/tape with the disk-only LRU + /pnfs/mu2e/scratch); reroute implemented + dry-run verified. Also found the + 687.5 GB / 1271 orphaned unpacked Code/ trees the tar-only census had missed.' --- # /data 2TB CephFS quota exhausted by autoresearch_grid accumulation → Errno 122 @@ -67,15 +70,25 @@ ipa02 lost 4/5 R0 children; foilsf20 + pt6d11 were next. /app quota was NOT cleaned during the first 2026-06-20 /data recovery. **RESOLVED 2026-06-20:** deleted `muse_101323` + `muse_080224` → /app 85.7→55.8 GB (99.8%→65%, 30 GB free). -- **Reroute-to-/pnfs does NOT apply; deletion is the only lever (measured 2026-07-01, foilsflash04 era).** - Re-measured at 913 GB / 335 configs: **`Code.tar.bz2` + `cnf.*.tar` = 579 GB (63%, 1836 files)**, the - rest work-tree cruft; **`harvest/` (summary.json + nts.ce.root) is only 1.1 GB total** — the sole science - we keep. **The grid `.art` OUTPUTS already live on `/pnfs/mu2e/scratch/.../outstage/`** (default_location - `disk`), NOT on /data — confirmed from `state/_outputs.txt`. So "move data to /pnfs scratch" is moot: - the physics is already there; what's on /data is regenerable build cruft that should be DELETED, not moved - (/pnfs is tape-backed dCache — a bad target for build tars anyway). **Cleanup must target BOTH `Code.tar.bz2` - AND `cnf.*.tar`** (the cnf job-def tar embeds the code again — co-equal size; the earlier recipe named only - Code.tar.bz2). +- **~~Reroute-to-/pnfs does NOT apply; deletion is the only lever~~ — REFUTED 2026-07-24, reroute DONE.** + The 2026-07-01 measurement stands (**`Code.tar.bz2` + `cnf.*.tar` = 579 GB / 63% of 913 GB**; `harvest/` + only 1.1 GB; grid `.art` outputs already on `/pnfs/.../outstage/`). The *conclusion* was wrong, on one + bad premise: **"/pnfs is tape-backed dCache — a bad target for build tars"** conflates + `/pnfs/mu2e/tape` with **`/pnfs/mu2e/scratch`, which is disk-only and LRU-purged, never tape-backed.** + Measured facts that overturn it: + - **Scratch retention ≈ 5-8 weeks** (sampled our own outstage: content intact at 36 d, partial at 2 mo) + vs a cluster lifetime of **<24 h** — so "LRU could evict a live jobdef" is not a real failure mode. + - **dCache accepts sequential writes at 415 MB/s** and refuses only random-access writes + (`seek`+`write` → `PermissionError: EPERM`). + - **`mu2ejobdef` writes exactly that pattern**: `sysopen(O_CREAT|O_EXCL|O_WRONLY)` + one + `Archive::Tar->write` (it *deliberately* avoids `tar --append`, which "produces corrupt tarballs" — + its own comment). It also has a first-class **`--outdir`** flag (default `.`). + - `mu2ejobfcl`/`mu2ejobsub` resolve `--jobdef` through `mu2egrid::find_file` → `abs_path()`, so an + absolute `/pnfs` path works from any cwd. + **Both blobs now write to `/pnfs/mu2e/scratch/users/$USER/autoresearch_grid//`** and age out on + their own — ~2.7 GB/eval that no longer touches the quota and needs no pruning hook. Verified by a real + `submit --dry-run` (tarball → scratch, `mu2ejobdef --outdir` → scratch, `mu2ejobfcl` readback OK). + Caveat that keeps the *unpack* tree local: dCache is bad at many-small-files, and `Code/` is ~1000 of them. - **Blast radius:** with 3 concurrent campaigns, the quota fills faster and ALL of them fail their next /data write simultaneously. Children crash in the graph `propose` node; the closed-loop barrier then reports them @@ -98,9 +111,21 @@ ipa02 lost 4/5 R0 children; foilsf20 + pt6d11 were next. call — Code.tar.bz2-only would have freed ~3× less. Then killed the 3 stuck campaigns (SIGTERM) and relaunched fresh (new prefixes + fresh decoupled checkpoint dirs, since post-SIGTERM WALs may be dirty — [sqlite-wal-corrupt-after-kill](/incidents/sqlite-wal-corrupt-after-kill.md)). -- **Prevention TODO:** a post-harvest hook that deletes a config's - `*/Code.tar.bz2` once its leaderboard row lands would bound autoresearch_grid - growth; right now nothing prunes it. +- **Prevention — DONE 2026-07-24, and no hook was needed.** Rather than pruning, + the two big blobs were rerouted to dCache scratch (see the REFUTED bullet + above), where LRU purges them. `core/pipeline.py` `_bind_config` now binds + `PNFS_ROOT`; `write_code_tarball` streams bzip2 straight there and + `submit_stage` passes `mu2ejobdef --outdir`. Steady-state /exp cost per eval + drops from **~2.7 GB to ~10 MB** (geom + state + harvest only). +- **Second leak, distinct and already fixed: 1271 orphaned unpacked `Code/` trees + = 687.5 GB / 3.58M files (found 2026-07-24).** `write_code_tarball` extracted + `Code/` into the stage dir, repacked, and never removed the tree; the + `rmtree` at the START of the function only cleaned it on a *repeat* call to the + same stage. Fixed at `core/pipeline.py:545` (`shutil.rmtree(code_dir, + ignore_errors=True)`) on 2026-07-10, which the mtimes confirm — **no orphan tree + is newer than 2026-07-10 07:27**. What remained was pure pre-fix debris. + This is why the 2026-07-01 tarball census (579 GB) didn't add up to the 1.16 TB + actually on disk: **it counted `*.tar*` files and missed the unpacked trees.** ## Cross-links - Related: [jobsub-disk-quota-stderr-swallowed](/incidents/jobsub-disk-quota-stderr-swallowed.md) (same Errno 122 but at the diff --git a/wiki/incidents/nfsv4-badseqid-lock-wedge-nashome.md b/wiki/incidents/nfsv4-badseqid-lock-wedge-nashome.md new file mode 100644 index 0000000..23f9d29 --- /dev/null +++ b/wiki/incidents/nfsv4-badseqid-lock-wedge-nashome.md @@ -0,0 +1,116 @@ +--- +type: incident +title: NFSv4.0 BAD_SEQID lock wedge on /nashome (spack cache EIO) +description: concurrent fcntl churn + RPC disturbance desyncs a v4.0 lock-owner seqid; server then rejects LOCK with BAD_SEQID ~77% of the time, client never recovers — surfaced as "Errno 5 + /bin/museDefine.sh not found" from setupmu2e-art.sh; REPRODUCED under valid krb5 2026-07-30 +status: open +status_note: mechanism proven + reproduced on throwaway files; underlying fix (mount vers>=4.1) needs FNAL admins; local mitigation = SPACK_USER_CACHE_PATH off NFS +timestamp: '2026-07-31' +--- + +# NFSv4.0 BAD_SEQID lock wedge on /nashome + +## Summary + +`source setupmu2e-art.sh` died with `==> Error: [Errno 5]` + `bash: +/bin/museDefine.sh: No such file or directory` (2026-07-29). The visible +error is three steps downstream of the cause: `spack load` takes an fcntl +lock on `~/.spack/cache/providers/.builtin-index.json.lock`, the kernel +returns **EIO** for any lock on that one inode, spack dies, `MUSE_DIR` +stays unset, line 47 degenerates to `/bin/museDefine.sh`. Root mechanism +(proven by strace + mountstats + canary reproduction): the NFSv4.0 client +on mu2esrv01 holds a **desynced per-owner sequence id** for the inode; the +server answers `LOCK` with `NFS4ERR_BAD_SEQID` (~77% of attempts — it +FLICKERS, 23% succeed), and the el9 client has no recovery path — it logs +`NFS: v4 server returned a bad sequence-id error` and returns EIO, +indefinitely. Reproduced on a throwaway file 2026-07-30 11:38 under a +VALID krb5 ticket: wedge coincided with a multi-owner bad-seqid burst + +node-wide "server not responding" retransmission storm, with **zero** +homesrv01 lease events — so the trigger is RPC disturbance × concurrent +lock churn, NOT lease loss and NOT kerberos expiry (a deliberate 14-min +ticket lapse at 12 locks/s poisoned nothing; expiry gives errno 127 +EKEYEXPIRED on open, a different, self-healing signature). + +## Key facts + +- Fix for a wedged file: **rename it aside** — poison is keyed to the + inode; spack mints a fresh lock file and recovers instantly. Do NOT + `rm -rf ~/.spack` (works but slow rebuild). Diagnose with + `spack --backtrace load ...` and read the file path off the bottom frame. +- Failure taxonomy on a wedged inode: open/read/`F_GETLK` all OK; only + stateful lock acquisition (`F_SETLK`, `flock`) fails; hardlink to same + inode fails identically; same inode locks fine from another node + (client-side state, follows the node not the file). +- The failing lock is on `/nashome` (homesrv01, mounted `vers=4.0`, + `sec=krb5`) — NOT cvmfs. strace: 30 of 32 `F_SETLK` in one + `spack load` hit `~/.spack`; the 2 cvmfs locks (`.spack-db/lock`) never + fail. Wire-proven: each failing lockf = OPEN(ok) → LOCK(rejected) → + CLOSE in `/proc/self/mountstats`. +- Poisoning is CHRONIC on mu2esrv01: 447 bad-seqid printks / 176 distinct + owners in a 3 h dmesg window; mu2egpvm03 = 0 in 10 h. srv01 also has a + continuous pnfs "not responding" storm (~12k msgs / 3 h) — the ambient + RPC disturbance that, per the captured wedge event, co-fires with + poisoning bursts (`nfs_increment_seqid: 19 callbacks suppressed`). +- Separate but related disease: v4.0 lease churn to filesrv01 + (/web,/publicweb,/pubhosting) — lease re-established every ~80 s, + 76–84% RENEW failure, on BOTH srv01 and gpvm03, for 15+ days. Not the + wedge trigger (reproduction had zero lease deltas) but the same + "v4.0 state fragility" family; strong ticket ammunition. +- Mitigation already in prod for grid children since 2026-06: + `SPACK_USER_CACHE_PATH=/tmp/spack_cache_$USER` (pipeline.py:473, + bo_driver.py:1689) — strace-verified to move all 30 locks off NFS. + NOT yet covered: `pipeline.py:744` getToken, `closed_loop.py:263` + renew_token, and interactive login shells (where 2026-07-29 hit). + pipeline.py's "transient cvmfs flake" comment (~:459) misattributes + this error class to cvmfs. +- getToken redundancy compounds exposure: ~30 unprotected + setupmu2e-art.sh sourcings/round to refresh one shared 3 h bearer + token; a JWT-exp gate (~2 real refreshes/round) would cut ~93% of the + NFS lock traffic on that path. +- Real fix: mount `/nashome` (+filesrv01 exports) `vers=4.1+` — sessions + replace the v4.0 seqid machinery entirely. Needs FNAL admins. +- Evidence preserved: `~/.spack/cache/providers/.builtin-index.json.lock.eio-20260729` + (original, flicker census 98 fail / 30 ok over 2 h) and + `~/.nfs_lock_probe/hot_0.wedged.1785429513` (reproduction). Standalone + reproducer (any node, any user; rc=1 + dmesg/counter capture on + reproduction): `/exp/mu2e/app/users/oksuzian/nfs_badseqid_repro.py`. + Final canary tally (6 h, 2026-07-30): **11 wedge events, ALL on the + concurrently-hammered hot files; 0 of 4 cold controls** (same mount, + probed every 20 s, never locked concurrently) — concurrency is + REQUIRED. **0 lease events across all 6 h** — lease-flap trigger + definitively excluded. +1 independent reproduction by the operator + with the mini script (12.5 min, quiet node, 19:41 CDT). Not rare, + just normally invisible. + +## Cross-links + +- Related: [kerberos-mid-run-expiry](/incidents/kerberos-mid-run-expiry.md) + (its "Errno 127 ENOKEY" is this experiment's measured EKEYEXPIRED open + signature — a DIFFERENT failure class from the EIO wedge), + [foilsx04-all-preflight-ambiguous](/incidents/foilsx04-all-preflight-ambiguous.md) + (first sighting of the class; led to the SPACK_USER_CACHE_PATH + mitigation), [sourced-env-stderr-swallowed](/incidents/sourced-env-stderr-swallowed.md) + (env-source retry coverage map) +- Source files: `core/pipeline.py:469` (mitigation + stale cvmfs + attribution), `core/pipeline.py:744`, `graph/closed_loop.py:263` + (unprotected sites), `graph/sourced_bash.py` (single seam covering all + four callers if the export moves there) +- External: [RH: BAD_SEQID after NFS4ERR_RESOURCE](https://access.redhat.com/solutions/3873891), + [RH: client skips sequence-id](https://access.redhat.com/solutions/3686901) + +## Open questions / TODO + +- ~~Land the three local changes~~ DONE 2026-07-31: seam export in run_sourced_bash (commit from Task 1), getToken mtime gate (Task 2), ~/.bashrc export. Spec: docs/superpowers/specs/2026-07-31-nfs-lock-mitigation-design.md. +- File the FNAL ticket: vers=4.1 request + the RENEW/SETCLIENTID numbers + (fleet-wide, visible server-side too). +- WATCH next campaign (final-review minor): submit logs should show the + "bearer token refreshed Nm ago, skipping getToken" line ~28x/round. If + ABSENT, `_token_age_s`'s fallback path is the suspect: it checks + `$BEARER_TOKEN_FILE` then hardcodes `/run/user/$UID/bt_u$UID`, but + htgettoken's chain is `$BEARER_TOKEN_FILE` -> `$XDG_RUNTIME_DIR/bt_u$UID` + -> `/tmp/bt_u$UID`; a detached parent outliving its logind session would + stat the dead /run/user path -> inf -> refresh every submit (fail-open: + behavior identical to pre-gate, only the saving vanishes). Fix = mirror + the chain / take the freshest candidate. +- Why does the wedge flicker (23% success)? Seqid random-walk vs owner + GC — undetermined; doesn't change the fix. +- Canary v2 runs until ~17:33 2026-07-30; check for further wedge events. diff --git a/wiki/incidents/no-run1b-substitution-poisons-flash-modes.md b/wiki/incidents/no-run1b-substitution-poisons-flash-modes.md new file mode 100644 index 0000000..e5a8a11 --- /dev/null +++ b/wiki/incidents/no-run1b-substitution-poisons-flash-modes.md @@ -0,0 +1,78 @@ +--- +type: incident +title: AUTORESEARCH_NO_RUN1B substituted 0.0 for ANY mode's missing 2nd objective +description: cmd_evaluate's qlnei zero-substitution was ungated by stage chain, so a + fail-soft elebeam failure on foilsflash could land a fake zero-flash row at good sob + and dominate the Pareto front; gated on grid_stages 2026-07-26 +status: resolved +status_note: 'resolved 2026-07-26 in b361e09 by gating the substitution on + "run1b_mubeam in the mode''s own grid_stages"; latent while foilsflash was + Python (FoilsFlashMode raised instead), became LIVE the moment that class was + retired to JSON' +timestamp: '2026-07-26' +updated_note: found by the foilsflash Python→JSON retirement, not by a failure — + the retirement removed the class whose raise was silently carrying the guarantee +--- + +# AUTORESEARCH_NO_RUN1B substituted 0.0 for ANY mode's missing 2nd objective + +## Summary +`cmd_evaluate` (`core/bo_driver.py`) coerced a `None` second objective to `0.0` +whenever `AUTORESEARCH_NO_RUN1B=1`, for **every** mode. That substitution is +only justified for a mode whose chain contains `run1b_mubeam` — the stage the +qlnei picker deliberately drops. For [bo-foilsflash](/projects/bo-foilsflash.md), +whose chain is `mubeam / mustops_ce / elebeam_flash` and has **no +`run1b_mubeam` at all**, a missing second objective instead means the elebeam +stage failed fail-soft — and writing `0.0` appends a fake zero-flash row at +good sob that **dominates the entire Pareto front at the next GP refit**. + +## Key facts +- **The substitution's justification is stage-specific, but the check was not.** + qlnei stamps `AUTORESEARCH_NO_RUN1B=1` to drop `run1b_mubeam` (~40% wall-clock), + which legitimately produces `calo=None`; the 0.0 keeps the row landing so + `obj = sob - alpha*0 = sob` matches qlnei's sob-only objective. Without it, + `run_evaluate` returns `obj=None` and SqliteSaver crashes serializing the + None-bearing state (foilsf08R00, 10/10 children, 2026-06-08 — + [closed-loop-sqlite-checkpoint-transient-corruption](/incidents/closed-loop-sqlite-checkpoint-transient-corruption.md)). + So the substitution must stay — it just must not apply to modes that never + had the stage. +- **The guarantee was being carried by a class body, invisibly.** The retired + `FoilsFlashMode.extract_metrics` raised `SystemExit` on missing-or-zero flash, + so the substitution branch was unreachable for foilsflash. Nothing named that + dependency; deleting the class (2026-07-26) silently removed the protection + while every test still passed. **A guarantee implemented as "this other code + path raises first" is invisible to the code that depends on it.** +- **Blast radius was the live line.** foilsflash + `--picker qlnei` + a fail-soft + elebeam stage → poison row in the 392-row production leaderboard. Same failure + class as the **7 poison rows of 2026-07-10** (which landed via the direct-CLI + evaluate path; the graph path was guarded in `node_evaluate`, that path was not). +- **Fix = derive the condition from the mode's own spec**, not from a mode-name + list that can go stale: + `_has_run1b = "run1b_mubeam" in _modes.SPECS[mode.name].grid_stages`. + When false and the second objective is unresolved, `cmd_evaluate` refuses + (rc=1) instead of substituting. Generic: correct for every present and future + mode, including JSON-defined ones. +- **Distinguish UNRESOLVED from RESOLVED-TO-ZERO.** They are different bugs with + different handling: a key that is absent/null is "unresolved" (this incident); + a key present with value `<= 0` is a real measurement of zero and is refused + outright by `JsonMode.extract_metrics` regardless of any env var. Both are + separately tested. +- Mutation-verified: forcing `_has_run1b = True` turns exactly 2 tests red + (`test_no_substitution_when_the_mode_never_had_a_run1b_stage`, + `test_zero_flash_is_never_substituted_for_a_flash_mode`). + +## Cross-links +- Related: [bo-foilsflash](/projects/bo-foilsflash.md), + [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md) + (also a case of the GP being fed a surface with the truth distorted), + [qlnei-sob-only-picker](/concepts/qlnei-sob-only-picker.md) (what stamps the env var), + [closed-loop-sqlite-checkpoint-transient-corruption](/incidents/closed-loop-sqlite-checkpoint-transient-corruption.md) + (why the substitution exists at all) +- Source files: `core/bo_driver.py` (`cmd_evaluate`, the `_has_run1b` gate), + `tests/test_seam_protocol.py`, `tests/test_json_mode.py` +- Commit: `b361e09` + +## Open questions / TODO +- The same "unresolved vs fail-soft" ambiguity exists wherever a stage can fail + soft and still produce a summary. Worth auditing whether any other metric can + arrive absent-but-tolerated. diff --git a/wiki/incidents/sourced-env-stderr-swallowed.md b/wiki/incidents/sourced-env-stderr-swallowed.md index 7383368..b542662 100644 --- a/wiki/incidents/sourced-env-stderr-swallowed.md +++ b/wiki/incidents/sourced-env-stderr-swallowed.md @@ -4,13 +4,60 @@ title: sourced_env stderr swallowed — transient setup blips look like silent s death description: pipeline.py:278 sourced_env() swallows bash stderr; 3/10 foilsX06R00 children died on transient `setup mu2egrid` rc=127 + missing CET_PLUGIN_PATH mfPlugin - "cerr" with no captured cause + "cerr" with no captured cause; ALSO the non-transient face — a missing `${ARTIFACT}` + musing is rc=1 too, so the retry loop hid it until paths.require() (2026-08-18) status: active -timestamp: '2026-07-17' +timestamp: '2026-08-18' +updated_note: 'added the NON-transient rc=1 face: a missing musing is the same + rc as the flake, so the retry loop hides it; fixed by paths.require() on + local-executor' --- # sourced_env stderr swallowed — transient setup blips look like silent stage death +## THE NON-TRANSIENT rc=1 (2026-08-18): a missing musing wears the flake's face +- **Every section below is about a TRANSIENT failure the retry loop recovers. + This one is permanent, and the retry loop is what conceals it.** `source + ` is rc=1 — the same rc the cvmfs/spack flake produces — so + `sourced_env` burned all four retries (~50 s) and raised a + `CalledProcessError` quoting the whole command string and naming no cause. +- **Reachable by ordinary use, not by typo.** The portable-paths work + (branch `local-executor`) replaced hardcoded musings in `mode_specs/*.json` + with `"musing": "${ARTIFACT}/Offline_run1bap_partial/setup_local.sh"`. + `${ARTIFACT}` resolves through `core/paths.py` → `AUTORESEARCH_ARTIFACT_ROOT`, + defaulting to `/exp/mu2e/app/users/$USER` — **the calling operator's own app + area**. A second operator who has not built the partial Run1Bap tree gets a + path that simply does not exist, on their first `submit`. +- **First report: a second operator (sophie), 2026-08-18**, running + `python -m core.pipeline --config submit digi` from her own + `Mu2eBO` fork. Symptom was three `[sourced_env] attempt N/4 ... (transient + cvmfs/spack flake?)` lines then the CalledProcessError — which reads as a + cvmfs problem and is not one. +- **The operator fix is one command**, and it is the mechanism `paths.artifact()` + was built for (muse's link order: local wins, backing fills in): + `./setup.sh --backing /exp/mu2e/app/users/oksuzian`. Do NOT instead set + `AUTORESEARCH_ARTIFACT_ROOT` to another operator's area — that redirects + *writes* (autoresearch_muse, grid trees) there too; a backing is read-only + by construction. +- **A `setup_local.sh` symlink dropped in the repo root does nothing.** + Nothing reads the repo root for artifacts; only `ARTIFACT_ROOT` then + `BACKING` are consulted. +- **Code fix (branch `local-executor`)**: new `paths.require(path, what, *, + tail="")` — the single stat-or-raise that formats the "not where the roots + say it should be" failure, with the `ARTIFACT_ROOT`/`BACKING`/`--backing` + remediation tail. `paths.verify()` now calls it per field; `sourced_env()` + calls it on `MUSING` (and on the `autoresearch_muse` work area in the + `with_muse=True` branch) BEFORE shelling out, so the failure is instant and + names the path. `SETUPMU2E` is deliberately NOT checked — it is on cvmfs, + where "missing" usually IS the transient condition the retries recover. +- **Why preflight's existing `paths.verify()` did not cover it**: + `bo_driver.py:_cmd_preflight_impl` verifies the whole spec, but + `pipeline.py ... submit ` is driven directly for stalled-chain + recovery and never runs preflight. Two entry points, one of them unguarded. +- Tests: `tests/test_paths.py:TestRequire` (4) + + `tests/test_pipeline_verbs.py:TestSourcedEnvGuards. + test_a_missing_musing_fails_fast_instead_of_retrying`. Suite 617 green. + ## SECOND CODE PATH FOUND + FIXED (2026-06-01): cmd_preflight - The retry fix was applied to `pipeline.py:sourced_env` (submit/harvest) but **`cmd_preflight` has its own independent env-source** at diff --git a/wiki/incidents/torch-cpp-extension-stale-filebaton-suite-hang.md b/wiki/incidents/torch-cpp-extension-stale-filebaton-suite-hang.md new file mode 100644 index 0000000..de2a910 --- /dev/null +++ b/wiki/incidents/torch-cpp-extension-stale-filebaton-suite-hang.md @@ -0,0 +1,61 @@ +--- +type: incident +title: Stale torch cpp_extension FileBaton lock hangs the unittest suite indefinitely +description: a killed process can orphan ~/.cache/torch_extensions/py311_cpu/logei_fused_ext/lock; torch's FileBaton spin-waits on it forever, so the ~15 s suite HANGS (not fails) with no output — delete the lock file +status: resolved +status_note: 2026-08-01 — stale lock removed; recurs whenever a suite/import is killed mid-JIT-compile +timestamp: '2026-08-01' +--- + +# Stale torch cpp_extension FileBaton lock hangs the unittest suite indefinitely + +## Summary + +During the IPA-option fix wave (2026-08-01), `unittest discover` runs that +normally finish in ~15 s hung indefinitely with zero output — across +multiple fresh shells, looking exactly like a wedged filesystem or an +infinite test. Root cause: botorch's fused-LogEI JIT extension build takes +a `FileBaton` lock at +`~/.nashome …/.cache/torch_extensions/py311_cpu/logei_fused_ext/lock`; +a prior suite process had been killed mid-compile and left the lock file +behind. `FileBaton.wait()` is a bare `while os.path.exists(lock): sleep()` +spin — no timeout, no staleness check, no owner-pid — so every later +import that triggers the extension build waits forever, silently. + +## Key facts + +- Symptom: suite (or any `import` reaching botorch's fused acquisition + path) produces NO output and never exits; CPU near zero. It looks like + NFS trouble but is a single local lock file. +- Fix: delete the lock file + (`~/.cache/torch_extensions/py311_cpu/logei_fused_ext/lock`). Safe when + no live process is actually compiling (check `ps` for a compiler/ninja). +- Cause of orphaning: any SIGKILL of a process mid-JIT-compile — killed + subagents, `timeout`-cut Bash calls, session reaping. The 2026-08-01 + lock's mtime matched a suite run killed by an agent harness ~30 min + earlier. +- torch's `FileBaton` has no staleness detection by design + (`torch/utils/cpp_extension.py`); the hang recurs whenever the kill + scenario repeats. +- Diagnosis recipe: when the suite hangs with no output, check + `~/.cache/torch_extensions/*/*/lock` mtimes BEFORE suspecting NFS; a + lock older than the newest python process is stale. +- Note the cache lives on /nashome (NFS) — distinct failure family from + [nfsv4-badseqid-lock-wedge-nashome](/incidents/nfsv4-badseqid-lock-wedge-nashome.md) + (that one is fcntl/BAD_SEQID; this one is a plain exists()-spin on an + orphaned file), but the same "lock debris on a shared home" theme. + `SPACK_USER_CACHE_PATH`-style relocation would also help here + (`TORCH_EXTENSIONS_DIR` → /tmp) if it recurs often. + +## Cross-links + +- Related: [nfsv4-badseqid-lock-wedge-nashome](/incidents/nfsv4-badseqid-lock-wedge-nashome.md), + [tests](/drivers/tests.md) +- Source files: `.venv` botorch fused-LogEI JIT path; + `torch/utils/cpp_extension.py` (`FileBaton`) + +## Open questions / TODO + +- If it recurs: set `TORCH_EXTENSIONS_DIR=/tmp/torch_ext_$USER` in the + test/campaign environment to move the lock off NFS and make debris + per-node. diff --git a/wiki/incidents/touched-leaderboard-headerless-history-loss.md b/wiki/incidents/touched-leaderboard-headerless-history-loss.md new file mode 100644 index 0000000..ec47cd6 --- /dev/null +++ b/wiki/incidents/touched-leaderboard-headerless-history-loss.md @@ -0,0 +1,84 @@ +--- +type: incident +title: '`touch`-ing a new leaderboard silently disables history for that mode' +description: Creating a leaderboard TSV with `touch` means append_history never + writes the header (`new_file = not exists()`), so csv.DictReader eats data row 1 + as the header and load_history() returns 0 points FOREVER — GP cold-starts every + round and no_row_streak marches to a spurious ABORT +status: resolved +status_note: 'hit on foilspfbw01 2026-08-07, repaired in-flight at 3 rows; the + one-line code fix is proposed, not yet applied' +timestamp: '2026-08-07' +--- + +# `touch`-ing a new leaderboard silently disables history for that mode + +## Summary +Bringing up a new BO mode, the leaderboard TSV was created with `touch` before +the first launch. That single command silently destroyed the mode's entire +history channel: `load_history()` returned **0 points while rows sat on disk**, +so every round cold-started with Sobol (random search, not BO) and every +successful child was counted "rowless", driving `no_row_streak` toward a +spurious `ABORT` at `streak >= q`. Nothing logged an error at any layer. + +## Key facts +- **Root cause is a two-line interaction, neither line wrong on its own:** + - `bo_driver.py:288` — `append_history` writes the header only + `if new_file`, where `new_file = not self.leaderboard.exists()`. `touch` + makes the file *exist*, so the header is **never** written — not on the + first append, not ever. + - `bo_driver.py:271` — `load_history` reads with + `csv.DictReader(f, delimiter="\t")`, which consumes **line 1 as the + header**. With no header, data row 1 becomes the column names. +- **The failure is SILENT by construction.** `load_history_row` raises + `KeyError` on `row["config"]` for every subsequent row, and + `bo_driver.py:273-274` swallows it: `except (KeyError, ValueError): continue`. + That guard exists to tolerate partial/corrupt rows, and here it converts a + total-loss condition into an empty list with no message. +- **Three downstream symptoms, none of which names the cause:** + 1. `botorch_predict` sees `X.shape[0] < 2` → Sobol cold-start **every + round**. The campaign looks healthy and is doing random search. + 2. `_leaderboard_names()` is always empty → in + `graph/closed_loop.py:680-684` every newly-resolved child is `rowless`, + so `no_row_streak` increments on **successful** children and never + resets. At `streak >= q` the rolling guard aborts a healthy campaign. + 3. `_leaderboard_len()` is always 0 → `decide_next` prints `+0 rows` forever. +- **Misdiagnosis trap (recorded because it cost a diagnosis cycle):** symptom 2 + is a *perfect* impostor of + [rolling-no-row-streak-false-increment](/incidents/rolling-no-row-streak-false-increment.md) + — same `+0 rows` with a real row on disk. The discriminator is + `load_history()`: run it directly. Wave-transition artifact → returns the + rows; this bug → returns `0`. The name-based `_leaderboard_names` fix for + that older incident is present and correct; it cannot help when the name + set is empty for an unrelated reason. +- **Repair (safe while the campaign runs):** derive the canonical header from + the mode (`m.format_row(...)` — never hand-type the columns), then prepend it + under the same `bo._flock_ex(lb)` the children use, writing to a temp file and + `Path.replace()` so a concurrent append cannot be lost. History is re-read + every round, so the running campaign self-heals: on foilspfbw01 the very next + `decide_next` printed `+4 rows, no_row_streak=0/10`. +- **Cost when caught early is ~one pick.** `botorch_predict` falls back to + Sobol below 2 rows anyway, so only rounds with >= 2 real rows are actually + degraded. Caught at 3 rows on foilspfbw01; had it reached eval 10 the whole + campaign would have been random search *and* then aborted itself. +- **Durable fix (PROPOSED, not applied — a live campaign spawns fresh + `bo_driver` subprocesses, so mid-flight edits change code under running + children):** test for an *empty* file, not an absent one — + `new_file = not self.leaderboard.exists() or self.leaderboard.stat().st_size == 0`. +- **Prevention:** do NOT pre-create a leaderboard. `append_history` creates it + with its header on first write. If a file must exist ahead of time (e.g. to + seed rows), write the header line first. + +## Cross-links +- Related: [rolling-no-row-streak-false-increment](/incidents/rolling-no-row-streak-false-increment.md) + (the impostor), [closed-loop-barrier-timeout-zero-rows-falsepos](/incidents/closed-loop-barrier-timeout-zero-rows-falsepos.md) + (another false "all failed" read), [foilsg-grid-tarball-scalar-holeradius-fallback](/incidents/foilsg-grid-tarball-scalar-holeradius-fallback.md) + (same family: a silent default that poisons a whole line's rows) +- Source files: `core/bo_driver.py:266-290` (`load_history` / `append_history`), + `graph/closed_loop.py:220` (`_leaderboard_names`), `:680-684` (streak) +- Evidence: [bo-foilspf](/projects/bo-foilspf.md) (foilspfbw01, 2026-08-07) + +## Open questions / TODO +- Apply the `st_size == 0` fix to `append_history` once foilspfbw01 drains. +- Consider making `load_history` loud: if the file is non-empty and **every** + row fails to parse, that is never legitimate — warn rather than return `[]`. diff --git a/wiki/index.md b/wiki/index.md index eb4bffb..1e9511a 100644 --- a/wiki/index.md +++ b/wiki/index.md @@ -14,6 +14,7 @@ See [CLAUDE](/CLAUDE.md) for the schema and maintenance contract. - [bo-foils](/projects/bo-foils.md) — 5D extras-only BO over stopping-target +12 envelope (≤6 up + ≤6 down) on the pinned 37-foil v02 base; no helical plug; Phase 0 PASS 2026-05-28 - [bo-foilsg](/projects/bo-foilsg.md) — 12D BO over a 49-foil stack in 4 z-groups (12-13-12-12), each group shares (rOut, hT, f); REPLACES deployed 37-foil base; wired 2026-06-09 after [bo-foils](/projects/bo-foils.md) saturated at sob≈3.89-3.90 - [bo-foilsflash](/projects/bo-foilsflash.md) — 6D BO over the foilsf extra-foil geometry vs tracker StrawGasStep edep from the ELECTRON-beam early-flash peak (DS-on), replacing foilsf's calo objective; clone of [bo-ipa](/projects/bo-ipa.md) structure (elebeam_flash stage resamples EleBeamCat); early NULL (foilsflash02/03) was a METRIC BUG (per-event mean, blind to rate) — OVERTURNED 2026-06-30: under flash-per-POT foils are a STRONG lever (2.5×, R²=0.89, no sob trade-off); objective WIRED + `foilsflash04` relaunched 2026-07-01 (qNEHVI q=10×3, ELEBEAM_NJOBS=200) +- [bo-foilspf](/projects/bo-foilspf.md) — (**SEARCH CLOSED 2026-08-08**) 10D+ BO over a profile-parameterized all-foils stopping target vs the foilsflash objectives, Run1Bap + IPA-fix stack; bp/bpx/bpz (shape, box, spacing) all stalled best-at-budget at exactly 4.00 — physical ceiling at the deployed damage budget; critical path is full-sim validation of bp04R00_02 - [bo-ipa](/projects/bo-ipa.md) — (**code retired 2026-07-18**) 5D BO over the Run1A inner proton absorber; saturated at sob=3.31 (n=70; deployed 0.511mm near-optimal); `IPAMode` + `mustops_pileup` stage deleted, leaderboard frozen - [bo-prodtarget](/projects/bo-prodtarget.md) — proposed ~11D profile-mode BO over Stickman PS production target (rOut, plateThickness, plateLugThickness as K=3 quadratic profiles + N_plates); pure config (no source patch); design only as of 2026-06-06 @@ -37,6 +38,7 @@ See [CLAUDE](/CLAUDE.md) for the schema and maintenance contract. - [stopping-target-foil-base-spec](/concepts/stopping-target-foil-base-spec.md) — deployed 37 foils at rOut=75, halfThickness=0.0528 mm (≈105.6 µm full — not the "100 µm" design spec); holeRadius is a SINGLE SCALAR (StoppingTargetMaker.cc:41 getDouble), not per-foil - [dpa-scoring](/concepts/dpa-scoring.md) — Mu2e Stickman design point = peak 10 DPA/yr Inconel 718 (arXiv 2508.18450); Geant4 11.3 has no DPA scorer but ships G4NIELCalculator; recommended path is custom SD + NRT (E_d=40 eV) piggybacked on stickman-sd-unwired fix - [qlnei-sob-only-picker](/concepts/qlnei-sob-only-picker.md) — single-objective `qLogNoisyExpectedImprovement` picker (sob only, no Pareto-HV); stamps AUTORESEARCH_NO_RUN1B to drop the DS-off stage (40% wall-clock saving); wired 2026-06-08 after 5-campaign saturation at sob≈3.89 +- [budget-sob-picker](/concepts/budget-sob-picker.md) — `--picker budget_sob`: GP-mean sob corner CONSTRAINED to predicted flash ≤ the deployed damage budget (at mean−k·σ; k=0.5 measured best on the 337-row board), the deployment-facing sibling of pareto_sob whose unconstrained picks land +50–70% over budget; wired + first round foilspfbpz07 2026-08-10 - [pareto-sob-picker](/concepts/pareto-sob-picker.md) — `--picker pareto_sob`: submits the GP-predicted highest-sob points (top-q by posterior-mean sob, min-distance spread) as real evals; multi-obj (keeps calo); by-hand sob-corner exploit; wired 2026-06-22 - [marp-pdf-rendering](/concepts/marp-pdf-rendering.md) — marp-cli PDF needs explicit `CHROME_PATH` (or it falls to Firefox + "Unknown system error -122"); CSS-grid side-by-side escapes the slide rect — use borderless `` instead - [botorch-tiny-output-log-training](/concepts/botorch-tiny-output-log-training.md) — SingleTaskGP+Standardize on n<5 outputs ~1e-9 blows up extrapolation 100×; train on `-log10(y)` and invert on predict @@ -46,6 +48,7 @@ See [CLAUDE](/CLAUDE.md) for the schema and maintenance contract. - [mode-registry-childtracker-design](/concepts/mode-registry-childtracker-design.md) — crystallized refactor design: ModeSpec registry in core/modes.py (all fields required, no silent defaults) + stateful ChildTracker with injected signals adapter; cl_min picker retired (ADR-0001/0002); FULL-CUT DONE 2026-07-19 — STALE_CLUSTER Resolution + launch/assign rewiring + launch-failed immediate resolution; ChildTracker is now the sole resolver of child state at the barrier - [ml-stack-review-2026-07](/concepts/ml-stack-review-2026-07.md) — ML/stats audit: acquisition layer SOTA (keep); ranked gaps = measured σ never fed to GP (train_Yvar), botorch 0.10 pre-Hvarfner defaults, ~~skopt EI~~ (RESOLVED 2026-07-18: kernel retired, all asks via botorch_ask), high-sob-corner misfit → Warp; Ax/Optuna/neural surrogates explicitly rejected; 0.10 RETIRED 2026-07-18 (single .venv, foilsflash → 0.18-base); picker/botorch_predict.py test-coverage gap RESOLVED 2026-07-19 (unit tests + seam smoke in main suite) - [simplification-audit-2026-07](/concepts/simplification-audit-2026-07.md) — delete/keep map EXECUTED through 2026-07-18 (Tier 1 batch + ipa + skopt retirements); refutations recorded to stop re-proposals (foilsg/prodtarget protected as 0.18 venue, deck-trio destructive) + KEEP decisions (qlnei, Run1BAna); venv pair consolidated to one .venv 2026-07-18; Tier-2 botorch_predict.py test-gap verification note SUPERSEDED 2026-07-19 (unit tests landed) +- [run1bak-run1bap-sob-shift](/concepts/run1bak-run1bap-sob-shift.md) — at identical x, Run1Bap sits +4.93%±0.20% above Run1Bak in ce_abs_eff (sob +5.21%±0.12% champion / +4.82%±0.23% baseline) — ~100% acceptance-at-fixed-box, no box migration, background + CE spectrum shape unchanged; isolated to PrimaryFilter (DetectorStepFilter) gaining TWO calo-acceptance relaxations (Offline PR#1819 a9839eeb4 + Production PR#539 a387965f, both mmackenz 2026-05-06, deliberate signal-acceptance recovery); MAGNITUDE CONFIRMED jointly (2026-08-01, local no-grid re-filter of archived ipafixAB01 CE events, §8) — baseline-pair flash anomaly still open ## Datasets - [mmackenz-priors](/datasets/mmackenz-priors.md) — 104 hand-designed configs; 96 with both metrics @@ -88,7 +91,7 @@ See [CLAUDE](/CLAUDE.md) for the schema and maintenance contract. - [readvd-savepdg-string-not-int](/incidents/readvd-savepdg-string-not-int.md) — pt001 100/100 jobs died at art rc=66 ("PDGCode invalid enum name : -13"); `savePDG` is `vector` of symbolic names (mu_minus/mu_plus), NOT integers; ReadVirtualDetector_module.cc:252-256 - [foilsx04-all-preflight-ambiguous](/incidents/foilsx04-all-preflight-ambiguous.md) — foilsX04 silent total failure (2026-05-29): 20/20 children died at preflight=ambiguous rc=3, parent reported converged=True with zero new leaderboard rows; convergence check has no "new evals this round" gate - [closed-loop-thread-id-checkpoint-collision](/incidents/closed-loop-thread-id-checkpoint-collision.md) — SqliteSaver thread_id reuse silently swapped foilsX05R01_07's config_name to graph001 (2026-05-30); leaderboard row never landed under intended name -- [sourced-env-stderr-swallowed](/incidents/sourced-env-stderr-swallowed.md) — pipeline.py:278 sourced_env() swallows bash stderr; 3/10 foilsX06R00 children died on transient `setup mu2egrid` rc=127 + missing CET_PLUGIN_PATH mfPlugin "cerr" with no captured cause +- [sourced-env-stderr-swallowed](/incidents/sourced-env-stderr-swallowed.md) — pipeline.py:278 sourced_env() swallows bash stderr; 3/10 foilsX06R00 children died on transient `setup mu2egrid` rc=127 + missing CET_PLUGIN_PATH mfPlugin "cerr" with no captured cause; ALSO the non-transient face — a missing `${ARTIFACT}` musing is rc=1 too, so the retry loop hid it until `paths.require()` (2026-08-18) - [root-gdml-forward-volume-ref](/incidents/root-gdml-forward-volume-ref.md) — ROOT TGDMLParse segfaults on forward `` refs (children must precede parents); Geant4 reader is order-tolerant, ROOT isn't; subset extractors must DFS post-order - [botorch-predict-seed-pow-vs-xor](/incidents/botorch-predict-seed-pow-vs-xor.md) — `botorch_predict.py:161` used `42 ** round_idx` (pow) instead of documented `42 ^ round_idx` (xor); rounds 0+1 silently shared seed=42 → identical Sobol draw - [stickman-sd-unwired](/incidents/stickman-sd-unwired.md) — MDC2025aq Stickman PT plates have no SetSensitiveDetector calls; enabling PT SDs in POT.fcl is silently a no-op (empty StepPointMCs, 0% CPU overhead); per-plate Edep needs ~10-line source patch + muse rebuild @@ -122,15 +125,20 @@ See [CLAUDE](/CLAUDE.md) for the schema and maintenance contract. - [elebeamcat-tape-migration-elebeam-wipeout](/incidents/elebeamcat-tape-migration-elebeam-wipeout.md) — EleBeamCat Run1Baa moved persistent→tape mid-campaign (2026-07-09): all foilsflash10 elebeam jobs FileOpenError → blank outputs.txt → fail-soft flash=None → 0 rows despite valid sob; basename filelists mean fresh `submit --force` auto-resolves via SAM; MuBeamCat still on persistent (WATCH — **FIRED 2026-07-13**, fixed 6906cb8) - [rolling-no-row-streak-false-increment](/incidents/rolling-no-row-streak-false-increment.md) — rolling abort guard counts a wave-level row delta but detects resolutions at the barrier → a child resolving during a wave transition has its row absorbed into the next baseline, so the streak increments on a SUCCESSFUL child (ff18 w1); ≥q clustered resolutions could abort a healthy campaign; fix = name-based accounting via `_leaderboard_names` - [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md) — `_fit_gp` left GP noise a free MLL hyperparameter; on foilsflash it fit σ(sob)=0.0507 vs a replicate-measured 0.0051 (12×), shrinking the best-ever eval (SOBX01, 3.90) to a predicted 3.787 and ranking it **16th of 324** — so `pareto_sob` correctly optimized a surface with the optimum erased; **resolved 2026-07-21** via `ModeSpec.obs_noise` → `train_Yvar` (rank 0, top-5 posterior order == observed order); result robust for any σ in 0.005–0.02 +- [no-run1b-substitution-poisons-flash-modes](/incidents/no-run1b-substitution-poisons-flash-modes.md) — `AUTORESEARCH_NO_RUN1B=1` coerced a missing 2nd objective to 0.0 for EVERY mode, but only `run1b_mubeam`-bearing chains earn that; on foilsflash a fail-soft elebeam would have landed a fake zero-flash row dominating the Pareto front. The guarantee had been carried invisibly by `FoilsFlashMode`'s raise and vanished when that class was retired; gated on `grid_stages` 2026-07-26 - [hybrid-picker-scipy-abnormal-retry-nondeterminism](/incidents/hybrid-picker-scipy-abnormal-retry-nondeterminism.md) — hybrid picker (qnehvi+qnparego) non-reproducible at ~300-row production scale: scipy L-BFGS-B ABNORMAL-retry draws extra RNG from the already-seeded torch stream; found building golden (b), only surfaces at scale (invisible on 10-row test fixtures); open, no fix applied +- [nfsv4-badseqid-lock-wedge-nashome](/incidents/nfsv4-badseqid-lock-wedge-nashome.md) — "Errno 5 + /bin/museDefine.sh not found" from setupmu2e-art.sh = NFSv4.0 seqid desync on ONE ~/.spack lock inode (server rejects LOCK with BAD_SEQID ~77%, client never recovers); trigger = RPC disturbance × concurrent lock churn (REPRODUCED 2026-07-30, valid krb5, zero lease deltas); fix = rename the wedged file; mitigation = SPACK_USER_CACHE_PATH off NFS; real fix = mount vers≥4.1 +- [touched-leaderboard-headerless-history-loss](/incidents/touched-leaderboard-headerless-history-loss.md) — `touch`-ing a new leaderboard means `append_history` never writes the header (`new_file = not exists()`), so `csv.DictReader` eats data row 1 and **`load_history()` returns 0 points forever**: GP cold-starts every round (random search, not BO) and `no_row_streak` increments on SUCCESSFUL children toward a spurious ABORT. Silent — the `except (KeyError, ValueError): continue` guard swallows it. Perfect impostor of [rolling-no-row-streak-false-increment](/incidents/rolling-no-row-streak-false-increment.md); discriminate by calling `load_history()` directly. Hit foilspfbw01 2026-08-07 +- [torch-cpp-extension-stale-filebaton-suite-hang](/incidents/torch-cpp-extension-stale-filebaton-suite-hang.md) — ~15 s unittest suite HANGS forever (no output) on a stale orphaned `~/.cache/torch_extensions/.../logei_fused_ext/lock`; torch FileBaton is a timeout-less exists()-spin; fix = delete the lock; recurs after any SIGKILL mid-JIT-compile - [sourced-env-drops-muse-function-local-jobs](/incidents/sourced-env-drops-muse-function-local-jobs.md) — first local run after the prodtools switch died rc=127 `muse: command not found` in 1.2 s: `sourced_env` dropped every `BASH_FUNC_*` entry (lossless under the OLD `core/local_exec.py`), but prodtools `runlocal` sources `Code/setup.sh`, whose line 4 calls `muse` — a bash FUNCTION, not a binary; grid unaffected (workers source their own env); surfaces TWO stages late as `mubeam_outputs.txt is empty`; **resolved 2026-08-17** (`3cc590f`) by reading `env -0` and keeping functions whole ## External pointers - [edmonds-target-hole-docdb10898](/external/edmonds-target-hole-docdb10898.md) — Edmonds 2017 (DocDB-10898): a CENTRAL stopping-target hole (R≈18-21.5mm) cuts beam flash ~30% (DAQ-window ~10-15%) + tracker dose ~30%, SES unchanged, 2-3% stop loss at fixed mass; flash parents are central (RMS 24mm) — reconciles the [bo-foilsflash](/projects/bo-foilsflash.md) null (foilsflash varied the outer envelope, not the central hole) - [mmackenz-workflow](/external/mmackenz-workflow.md) — `/exp/mu2e/app/users/mmackenz/run1b/Run1BAna/workflows/` - [pyutils-analysis-env](/external/pyutils-analysis-env.md) — Mu2e/pyutils EventNtuple analysis toolkit; verified run recipe (mu2einit→pyenv ana→pyutils 2.7.0); CWD-shadowing gotcha vs local 1.0.0 fork +- [mu2e-cvmfs-python-envs](/external/mu2e-cvmfs-python-envs.md) — the `/cvmfs` `env/` area + `pyenv` mechanism; measured package delta from our `.venv` to ana/rootana (ana closer: 14 conflicts vs 26, only numpy 1.26→2.4 load-bearing; 19 of 29 adds are LangGraph, not ML); `trkqual` = the py3.11+torch precedent for a sibling env; our stack verified 471/471 green on Python 3.12; lockfile blocker CLEARED 2026-08-18 (`requirements.lock`, 77 pkgs / 1744 hashes, pinned to the installed venv — a fresh resolve drifts 20 packages), rest of the path in `docs/pyenv-publication-plan.md` - [mu2e-offline](/external/mu2e-offline.md) — Musings on CVMFS, geom files, FCL prologs -- [muse-backing-pattern](/external/muse-backing-pattern.md) — build patched Offline subset against a Musing; how the helical-plug lib is produced +- [muse-backing-pattern](/external/muse-backing-pattern.md) — build patched Offline subset against a Musing; how the helical-plug lib is produced; ALSO the extra-module mechanism — a work area holds several repos side by side in `MUSE_REPOS` under one backing (`autoresearch_muse/` = `Offline/` + `Run1BAna/`), and EdepAna builds clean there IF you name the `.so` target (bare `muse build` dies on evtana/CalLineFinder, never on EdepAna); Run1BAna section rewritten 2026-08-18 — it had claimed since 2026-06-26 that the local build failed and we borrow mmackenz's lib, both false - [mu2e-overlap-check](/external/mu2e-overlap-check.md) — `g4.doSurfaceCheck=true` + `surfaceCheck.fcl` recipe for detecting silent volume overlaps - [slack-file-upload-flow](/external/slack-file-upload-flow.md) — three-step `getUploadURLExternal → POST bytes → completeUploadExternal` recipe for posting binary files to Slack from this project - [mu2e-exp-website-docroot](/external/mu2e-exp-website-docroot.md) — `https://mu2e-exp.fnal.gov` docroot is NFS-mounted at `/web/sites/m/mu2e-exp.fnal.gov/htdocs/`; readable without Shibboleth login diff --git a/wiki/log.md b/wiki/log.md index 47ec9ea..6b0dade 100644 --- a/wiki/log.md +++ b/wiki/log.md @@ -5,6 +5,12 @@ heading at the TOP (create it if absent). One bullet per change: ` — `; verbs: created, updated, merged, superseded, linted. +## 2026-08-18 + +- **updated** **a missing musing wears the cvmfs flake's face — `paths.require()` added** (reported by a second operator, sophie: `python -m core.pipeline --config test_digi_reco_001 submit digi` → three `[sourced_env] attempt N/4 ... (transient cvmfs/spack flake?)` lines then a causeless `CalledProcessError`). It was not a flake. **`source ` is rc=1 — the SAME rc as the flake** — so `sourced_env` burned all four retries (~50 s) and raised an error quoting the command line and naming nothing. Root cause is structural, not a typo: the portable-paths work put `"musing": "${ARTIFACT}/Offline_run1bap_partial/setup_local.sh"` in every mode spec, and `${ARTIFACT}` resolves to **the CALLING operator's own app area** (`AUTORESEARCH_ARTIFACT_ROOT`, default `/exp/mu2e/app/users/$USER`) — so any second operator who has not built the partial Run1Bap tree hits it on their first `submit`. Operator fix is one command and is exactly what `paths.artifact()` was built for: **`./setup.sh --backing /exp/mu2e/app/users/oksuzian`** (local wins, backing fills in; do NOT point `AUTORESEARCH_ARTIFACT_ROOT` at another operator instead — that redirects *writes* there too). A `setup_local.sh` symlink in the repo root does nothing: only `ARTIFACT_ROOT` then `BACKING` are consulted. Code fix on `local-executor`: new **`paths.require(path, what, *, tail="")`**, the single stat-or-raise that formats the missing-artifact failure with the `ARTIFACT_ROOT`/`BACKING`/`--backing` remediation tail; `verify()` now calls it per field and **`sourced_env()` calls it on `MUSING` before shelling out** (plus the `autoresearch_muse` area in the `with_muse` branch). `SETUPMU2E` deliberately NOT checked — it is on cvmfs, where "missing" usually IS the transient condition retries recover. Why preflight's existing `verify()` missed it: `pipeline.py ... submit` is driven directly for stalled-chain recovery and never runs preflight — two entry points, one unguarded. 5 new tests, suite **617 green**; reproduced the exact failure and confirmed the printed remediation resolves it — [sourced-env-stderr-swallowed](/incidents/sourced-env-stderr-swallowed.md) +- **updated** **muse work areas hold MULTIPLE repos — that IS the extra-module mechanism** (operator: "Can we do a muse backing for extra modules that we want to import?"). Answer: we already do, and the page said otherwise. Its "Out-of-scope: Run1BAna" section still claimed the local build had been *attempted and failed* and that the fix was to borrow mmackenz's prebuilt lib — **both false since 2026-06-26**, when that borrow path died with his p094→p101 bump ([mmackenz-edepana-lib-qualifier-bump](/incidents/mmackenz-edepana-lib-qualifier-bump.md)). A stale claim that would have sent a future session straight back down the dead path. Rewrote it: `autoresearch_muse/` carries `Offline/` **and** `Run1BAna/` as siblings in `MUSE_REPOS` under one `backing -> SimJob/Run1Bak`, so importing an outside module needs no new machinery. **The trick is naming the `.so` target** — bare/package-level `muse build` still fails, but on `evtana` (needs an unchecked-out `EventNtuple`) and `CalLineFinder` (references `CosmicTrackSeed::_caloCluster`, absent from v13_12_10), never on EdepAna, which depends only on stock Offline + art + ROOT. Also confirmed by full-depth search that **EdepAna is nowhere in `Offline/v13_12_10`** (only the unrelated `CaloEDepMC.hh` matches `*Edep*`) — it is mmackenz's alone. Recorded the remaining gap: `edep.fcl` + `rough_run1a_sensitivity.C` come from a **SECOND untracked clone** at `autoresearch/Run1BAna/` (`harvest.py:64-66`) that has already diverged from the build tree's copy, and neither is SHA-pinned — so the module and the FHiCL configuring it can silently be different vintages — [muse-backing-pattern](/external/muse-backing-pattern.md) +- **created** **`requirements.lock` — the pyenv-publication blocker is cleared.** 77 packages, 1744 hashes, `--require-hashes` clean; `uv pip install --dry-run` against the live venv reports "would make no changes". Pinned to the **installed, suite-green venv rather than re-resolved**, and that distinction is load-bearing: a fresh unconstrained `uv pip compile` the same day moved **20 of 77** packages (langgraph 1.2.9→1.2.11, langchain-core 1.4.9→1.5.6, awkward 2.10→2.13, setuptools 78→84, xxhash 3.8→4.0), none of it reviewed — so the regenerate recipe keeps `--constraint` on a freeze of a green venv. Gotcha found in passing: **`.gitignore`'s blanket `*.lock` (for runtime file locks) silently swallowed it** — the one file a second operator needs to rebuild the stack would never have left this machine; added a `!requirements.lock` exception. Plan for the rest of the publication path at `docs/pyenv-publication-plan.md` — [mu2e-cvmfs-python-envs](/external/mu2e-cvmfs-python-envs.md) + ## 2026-08-17 - updated **the local path is now measured in parallel, and prodtools `runlocal` costs ~+10 s of fixed per-JOB startup** — [local-executor](/drivers/local-executor.md): three post-fix runs on foilspf — `ptlocal02` 1x200, `ptlocal03` 5x2000, `ptlocal04` 10x10000 (46 jobs, all rc=0). Per-stage wall clock lands within ~8% of the SLOWEST SINGLE JOB at both pool widths (mubeam 10x144-148 s finished in 160 s wall vs ~1460 s serial), so the pool is genuinely concurrent and pool overhead is a flat ~12 s/stage, not a function of width; per-job spread stays under 5% even at 10 concurrent G4 processes on 48 cores. Re-measuring 1x200 gives ~33 s/stage against the pre-switch `core/local_exec.py`'s 20/22/23 s — the code-tarball unpack + per-job `muse setup` inside `bash -c` is +50% at 200 events but only +2-4% at the 12500-events/job production scale. Per-stage cost fits `startup + rate x events` (mubeam 25 s + 0.0121 s/ev, elebeam_flash 22 s + 0.0215, mustops_ce 28 s + 0.0313), which reproduces the independently-measured 8x12500 figures (169/283/426 s) to within 4% and puts a default `tools/run_local.sh` run at ~20 min end to end. `ce_simulated_events` scaled correctly across all three (10x10000 → 1e5), confirming the local `events_per_job` stamp reaches the harvest denominator. Flash rate varies more by geometry than the docs claimed: 1.3e-3 (`ptlocal04`) to 4.2e-3 (`ptlocal03`), vs a documented "~1-2 per thousand" — [README](../README.md) numbers corrected to match @@ -17,14 +23,214 @@ superseded, linted. ## 2026-08-12 +- **created** **CVMFS env survey + Python 3.12 verification** (operator: "I'd like to request my colleague to move our venv to pyenv — what's the strategy?" / "what library do we need to add to ana or rootana, and what's the better fit?"). Measured rather than guessed. `/cvmfs/.../env/` holds **three** envs, not the two `pyenv.sh` advertises: `ana` 2.7.0 (py3.12, 236 pkgs), `rootana` 2.5.0 (py3.12, 229), **`trkqual` 1.1.0=current (py3.11, 503, torch 2.1.2 + TF 2.15 + xgboost)** — an unadvertised working-group ML env, i.e. the precedent for asking for a sibling. dist-info diff vs our 77-package `.venv`: **ana needs 29 adds / 14 conflicts / 34 already identical; rootana 30 / 26 / 21**. **`ana` is the better fit** — half the conflicts and 13 of 14 are trivial point drift; rootana lags badly (`urllib3` 1.26.16); and rootana's bundled-PyROOT purpose buys us nothing since our ROOT reads run under `muse setup` anyway. **Exactly one conflict is load-bearing: numpy 1.26.4 vs our 2.4.6** — torch 2.13/botorch 0.18 need numpy 2.x, which forces a recompile of every C-extension in ana = a MAJOR ana release, not a package add. Key structural find: **19 of the 29 adds are the LangGraph/LangSmith orchestrator, only 9 are the ML core** — no analysis user would ever import the orchestrator half, so the smallest credible ask is those 9 riding a future numpy-2.x ana with LangGraph staying local. Separately **verified our stack on Python 3.12**: `.venv312` built from the same requirements (CPython 3.12.13) runs **471/471 OK**, warm **38.2 s vs 37.8 s on 3.11** (the 139 s first run was a cold torch JIT cache, not a regression); nothing in the repo pins 3.11 and no 3.12-removed stdlib is used. Blocker is on OUR side: **no lockfile** (7 of 12 requirements are `>=` ranges) — [mu2e-cvmfs-python-envs](/external/mu2e-cvmfs-python-envs.md), [pyutils-analysis-env](/external/pyutils-analysis-env.md) +- **updated** **foilspfbpz07 CLOSED at 37/40 rows — three children killed after a poller wedge.** All 40 launched; the last three (`R00_00/_04/_06`) stopped writing poll logs within 90 s of each other (08:29–08:31 UTC) after 236 identical `settled:83/100` lines, then sat ~5 h. Signature: pollers reported `queue:100/100` while a fresh `jobsub_q` returned **0 jobs**, and no hung grandchild process existed — so they were blocked in an in-process retry (credential age is the leading hypothesis; children were 33 h old). `R00_00` was the expensive case: **96 `.art` files on /pnfs, above its target of 90 — the stage was DONE** and only the wedged poller blocked it, and the failure-aware exit could not fire because `all_dirs=99 < njobs=100` (the [poll-deadlock-missing-outstage-dirs](/incidents/poll-deadlock-missing-outstage-dirs.md) fail-open, one dir short). `_04`/`_06` were genuinely unrecoverable at 73/76 outputs vs target 90 with an empty queue. Operator called the kill; all three ignored SIGTERM and took SIGKILL. Best of campaign `foilspfbpz07R11_00` **sob 4.15 @ flash 6.70e-7** — the whole cohort sits near 6–7e-7 vs the unconstrained line's 1.1e-6, i.e. `budget_sob` held the damage line as designed — [budget-sob-picker](/concepts/budget-sob-picker.md), [bo-foilspf](/projects/bo-foilspf.md) - created **the grid-free path has a page** — [local-executor](/drivers/local-executor.md): the fresh-clone recipe, the activation-vs-detection rule, the by-hand FCL seam, and the two guards added after the smoke run (grid-cluster clobber, pre-sourced `muse`). Verified end-to-end from a genuine fresh clone (config `local01`, foilspf): preflight → 3 local stages → `harvest/summary.json` with `s_over_sqrt_b=4.38`, ~20 s per stage at 1×200 events. - updated **`$AUTORESEARCH_DATA_ROOT` is the sandbox seam** — every writable path derives from it *including this operator's live leaderboard* (`core/paths.py:72-74`), while the committed archive is always read from the repo (`core/leaderboard.py:183`). Pointing it at a scratch dir is the whole answer to where a toy local row goes, and SUPERSEDES the unimplemented `leaderboard_local_.tsv` requirement in `docs/superpowers/specs/2026-08-12-local-executor-design.md` — [local-executor](/drivers/local-executor.md) - measured **the flash yield: ~2.4e-3 edep events per input event** (foilspfbpz07, 18-26k per 8-11M). So a 200-event local run on a flash mode expects 0.48 flash events and legitimately gets zero ~62% of the time; `evaluate` then refuses the row rather than letting a zero second objective dominate the Pareto front, and writes `scan_logs/evaluate_zero_row.tsv`. ~1e5 total events buys ~240 flash events (~6%) — [local-executor](/drivers/local-executor.md), [bo-noise-budget](/concepts/bo-noise-budget.md) - verified **the grid-free path works for a general Mu2e user** — config `gu01` ran the full chain with `ARTIFACT_ROOT` pointed at an EMPTY dir, artifacts reachable only via the `backing` symlink: preflight → 3 stages → harvest `s_over_sqrt_b=4.32`, `degraded: {}`. Also CORRECTED the "no jobsub/pnfs/Kerberos" claim — the built FCLs resample from `xroot://fndcadoor.fnal.gov//pnfs/...`, so a token IS required (`tools/run_local.sh` now fails on `klist -s` instead of ~300 lines into a job log) — [local-executor](/drivers/local-executor.md) - updated **preflight is now where a missing backing surfaces for harvest too** — Run1BAna's FCL and sensitivity macro resolve through `artifact()` and are gated by `paths.verify(extra=...)`, so a fresh clone fails at launch instead of hours later inside harvest — [preflight](/drivers/preflight.md), [local-executor](/drivers/local-executor.md) +## 2026-08-10 + +- **created** **NEW PICKER `budget_sob` + launched foilspfbpz07** (operator: "Can we submit more jobs around default rad damage?"). No existing picker could serve the request: `pareto_sob` maximizes sob outright (which is exactly why three exploit rounds produced an unbuildable 4.41 at +60% damage) and qNEHVI spreads along the whole front. `_budget_sob_picks` (`core/botorch_predict.py`) = the pareto_sob pushforward with the second objective CONSTRAINED: since `Y[:,1]` is `-log10(flash)`, `flash ≤ budget` is the lower bound `Y1 ≥ -log10(budget)`, applied at **mean − k·σ** so feasibility holds at the k-sigma level rather than on the mean. Feasible-set-only top-up (topping up from the full sob order would leak over-budget picks into a batch whose whole purpose is staying under the line) + SystemExit rather than blind picks if nothing is feasible. Wired into PICKER_CHOICES/CLI/docstrings; 2 new tests; **full suite 422 OK**. k measured on the live 337-row board (q=20): k=0→sob 4.04–4.16 @ flash up to 6.85e-7 (~half the round would land over), k=0.5→3.99–4.13 @ 5.08–6.56e-7, k=1→3.93–4.06 (over-cautious, −0.07 sob). **Launched `foilspfbpz07` with k=0.5**, `--picker budget_sob --q 20 --rolling --max-evals 40`, PID 1227310, thread `closed-a41679ea`, checkpoint `/tmp/oksuzian/foilspfbpz07`. Env reaches the picker because `bo_driver.botorch_ask` runs `subprocess.run` with no `env=` (inherits). TESTS: does measured best-at-budget clear 4.00? GP says ~4.13 — a hypothesis, not a forecast (the GP was over-optimistic in the high-sob corner, though this region is far denser) — [budget-sob-picker](/concepts/budget-sob-picker.md), [bo-foilspf](/projects/bo-foilspf.md) +- **updated** **foilspfbpz06 DRAINED 40/40, 0 failures — THE CLIMB HAS STOPPED. Exploit line CLOSED at 4.41.** Round mean sob **4.326** vs bpz05's 4.323 — flat to 0.003, i.e. **statistically identical** at σ=0.006 — and **no new record**: the round's only 4.41 is the bit-identical replicate of `bpz05R01_00`, best genuinely-new design 4.40. Record trajectory across three exploit rounds 4.33 → 4.37 → 4.41 → **4.41 (flat)**; the +0.04/round that had held twice did not repeat, so the damage-unconstrained ceiling is **4.41 ± 0.01, replicated**. Distribution is healthy, not degenerate: 21/40 ≥ 4.33, 6/40 ≥ 4.37, min 4.20 — the picker still lands on the ridge, there is simply no more height. **0/40 in budget** (+22…+78% flash) so the deployment verdict is untouched for the third round running: best-at-budget stays **4.000** (`bp04R00_09`), search closed. Program totals: **337 evals**, 42 designs dominating deployed, **42 measured Pareto points**. Top-5 DISTINCT designs span 4.38–4.41 with three of them independently reproduced, and two OPPOSITE hole strategies (bore shut ≤5 mm vs a 44 mm wide-mouth funnel) reaching the same score — a genuinely degenerate ridge top, which is the affirmative evidence the ceiling is mapped rather than merely unbeaten. Decision: **stop the ceiling map**; a bpz07 would buy 40 more evals of the same plateau — [bo-foilspf](/projects/bo-foilspf.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **updated** genesis deck copy `docs/genesis_optimization_beamer_081026.tex` created from `genesis_optimization_beamer.tex` (operator: copy + fold in foilspfbp results), 18 pages: NEW main-flow slides "Since last time — the whole target, not just the extras" (headline + landscape map + deliverable/record table) and "What the optimizer built — and how we know when to stop" (record sketch + the acquisition-saturation-vs-mapped-ceiling argument + the free replicate); gate metric (b) now "demonstrated twice, independently" with a per-line sub-list; BACKUP gained a top-5 overview table + five full-slide design sketches. New figure generators in table_plots: `sketch_foilspf_top5_targets.py` (5-panel comparison → `docs/foilspf_top5_sketches.png`) and `sketch_foilspf_top5_individual.py` (five per-design PNGs on SHARED r/z limits — per-panel autoscale would make consecutive slides silently rescale). Map rendered to a DATED file `foilspfbpz_perpot_cloud_0810.png` via the generator's `CLOUD_OUT` env so the older `foilspfbp_beamer.tex` keeps its 297-eval-matched figure. All counts final (337 evals / 42 front / 40-eval third round). Then (operator: "add a slide on best sob design with default rad damage") NEW slide 9 "The design we would actually deploy — +23\% for free": sketch of `bp04R00_09` (`sketch_foilspfbpz_bestsob_target.py` with cfg/out argv → `docs/foilspf_budget_bp04R00_09_sketch.png`) + the both-axes table (4.00/−7\% vs deployed 3.26) — deliberately placed right after the record slide so the +35\%-for-+60\%-damage record is immediately followed by the +23\%-for-free deliverable, which is the one that can actually be built. Deck 19 pages. NOTE: `foilspfbp_beamer.tex` is now stale (297/317 evals, "still rising" conclusion) — refresh pending — [bo-foilspf](/projects/bo-foilspf.md) +- **updated** **the 4.41 record REPRODUCED — free replicate, mid-round.** `pareto_sob` in foilspfbpz06 spent a pick re-submitting the all-time-record x: `foilspfbpz06R01_00` is bit-identical in all 10 knobs to `foilspfbpz05R01_00`, so it is an independent re-measurement at the top of the ridge. **sob 4.41 vs 4.41** (equal to the 0.01 print precision, ≤0.1σ) and **flash 1.09788e-6 vs 1.09528e-6, +0.24%** (~0.1σ_rel). Three consequences: (1) the record was the one deck number resting on a single measurement — it is now replicated; (2) the replicate-measured σ (0.0051 sob / 2.31% flash), previously measured ONLY on foilsflash/foils_v3 geometries and *assumed* transferable, is confirmed on a 10D foilspf geometry — `obs_noise: [0.006, 0.01]` is correct-to-conservative; (3) the standing "replicate the record via `--x-point`" probe I had offered is DONE for free — do not spend jobs on it. Diagnostic read: the picker re-spending on an already-measured point means the GP posterior mean still peaks at the KNOWN optimum, i.e. the acquisition surface has run out of ridge — the signature of a real ceiling rather than an unmapped one — [bo-noise-budget](/concepts/bo-noise-budget.md), [bo-foilspf](/projects/bo-foilspf.md) +- **updated** launched **foilspfbpz06** (operator: "Submit more jobs") — exploit round 3, settings unchanged from bpz04/bpz05 (`--picker pareto_sob --q 20 --rolling --max-evals 40`), PID 4142367, thread `closed-cfaefc89`, checkpoint `/tmp/oksuzian/foilspfbpz06`, parent log on GRAPH_DATA. Warm start from **297** rows. Pre-launch gates all clean: no live parent, prefix unused in the board, no stale `state/*bpz06*` cluster files, krb5 valid to 08-11 07:21 (parent re-minted at r0 anyway). Question this round: the exploit line has gained a flat **+0.04/round** twice (4.33 → 4.37 → 4.41, each step ~5σ against the replicate σ_sob=0.006); a third +0.04 means the ridge is still not mapped, a stall means 4.41±0.01 is the damage-unconstrained ceiling. Budget verdict (4.00, search closed for deployment) is NOT reopened either way — both prior rounds put 0/40 rows inside the damage budget — [bo-foilspf](/projects/bo-foilspf.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **updated** deck + map refreshed to the 4.41 state (operator: "Update the slides, and add a new slide with the best sob"): map regenerated at n=297 (record marker → bpz05R01_00, front n=41, corr −0.88); NEW slide 6 "The best-S/√B target design" with `docs/foilspfbpz05_bestsob_sketch.png` (sketch script now takes cfg/out argv; title pitch-note conditional on |zmid|); previous 4.37 slide retitled "The 4.37 family — a funnel bore at uniform pitch" (the two-family degeneracy is now explicit deck content); full sweep: 297/317 eval counts, record 4.41 (+35%/+60%), 41 front points, campaign table + bpz05 row, mechanism table + near-solid record row (f 0.01/0.05/0.01 — 4th independent optimum with downstream hole shut), conclusion ceiling "≥4.41 still rising". Slide 2 now cites the replicate σ_sob=0.006 (~5σ record steps). 13 pages, all changed pages visually verified. NOT committed — [bo-foilspf](/projects/bo-foilspf.md) +- **updated** **foilspfbpz05 DRAINED 40/40, 0 failures — RECORD AGAIN: 4.41 (`R01_00`), the exploit line is STILL CLIMBING.** Round mean sob **4.323** (up from bpz04's 4.293), 20/40 evals ≥4.33, 4 ≥ the old 4.37; top-4 all-time is now all-bpz05 (4.41/4.39/4.38/4.38). Record trajectory across exploit re-aims: 4.33 → 4.37 → **4.41** (+0.04/round, ~1.5σ steps, monotone). NEW-record geometry is a DIFFERENT family from the 4.37 funnel: nearly SOLID stack (bore ≤5 mm; f 0.01/0.05/0.01), rOut 80/110/95, full thickness 92/132/122 µm, zmid +83 — the high-sob ridge is broad. All 40 rows over budget (+52…+70% flash; 0/40 in budget) — budget verdict 4.00 untouched. Framework: 124/124 evals via Leaderboard module post-merge, zero errors. Deck/map (refreshed to 4.37 yesterday) stale again — hold refresh until the line settles. Open: launch bpz06 or stop? — [bo-foilspf](/projects/bo-foilspf.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) + +## 2026-08-09 + +- **updated** launched **foilspfbpz05** (operator: "Submit 40 more jobs") — exploit round 2, continuing the line that broke the record: settings identical to bpz04 (`--picker pareto_sob --q 20 --rolling --max-evals 40`), PID 2773989, thread `closed-da23e2c5`, checkpoint `/tmp/oksuzian/foilspfbpz05`, parent log on GRAPH_DATA. Warm start from 257 rows (incl. bpz04's 40). Question: does the climb continue past 4.37 (bpz04 broke records in waves 17/18/24, i.e. still climbing at drain) or is the new plateau ~4.36±0.01 the ceiling? Launch went through the auto-mode classifier this time (nondeterminism noted 2026-08-09 confirmed) — [bo-foilspf](/projects/bo-foilspf.md) +- **updated** deck + map refreshed post-bpz04 (operator: "Update map and slides"): NEW generator `gp_predict_foilspfbpz_perpot_cloud.py` (table_plots dir) renders `docs/foilspfbpz_perpot_cloud.png` from the FULL bpz board (257 evals, 10D incl. zmid) with the **MEASURED Pareto front (n=34) replacing the GP-mean pushforward front** per the gp-cloud-rendering verdict, plus a dashed deployed-damage-budget line; markers now = best-at-budget bp04R00_09 (4.00) + record bpz04R11_00 (4.37). Full text sweep of `foilspfbp_beamer.tex` (all 11 slides checked, 8 edited): 257/277 eval counts, record 4.37, best-at-budget framing in result+conclusion, campaign table + bpz04 exploit row, record anatomy (rOut 112/113/87, hT 13→123 µm, f 0.39/0.14/0.10, zmid +8, inside the original 9D box), mechanism table +record row; every changed page re-rendered to PNG and visually verified. THEN (operator: "Add one more slide with best SOB target design") new slide 6 "The best-S/√B target design": NEW `sketch_foilspfbpz_bestsob_target.py` (adds `zVars` support to the bp sketch parser — z = uniform grid + parsed zVars) renders `docs/foilspfbpz_bestsob_sketch.png` from the R11_00 as-built geom; deck now 12 pages. Record geometry in deck units (FULL thickness): rOut 112/113/87, bore radius 44→16→9 mm funnel, 26→129→246 µm, zmid +7.7. Deck NOT committed (operator reviews) — [gp-cloud-rendering](/concepts/gp-cloud-rendering.md), [bo-foilspf](/projects/bo-foilspf.md) +- **updated** **foilspfbpz04 DRAINED 40/40, 0 failures — NEW SOB RECORD 4.37, the 4.33 "ceiling" was acquisition-relative.** The pareto_sob exploit round scored mean sob **4.293 over all 40 picks** (range 4.18–4.37), put 12 evals at/above the old 4.33 record, and broke it to **4.37 in THREE independent geometries** (R11_00 zmid +8, R08_00 +15, R14_01 +53) with 4.36 + three 4.35s behind — new plateau ~4.36±0.01. Two record geometries at |zmid|≤15: pure SHAPE gain at near-uniform pitch, not the pitch rail. All damage-expensive (cheapest 4.37 at +52% flash; 0/40 in budget) → **budget verdict untouched, best-at-budget stays 4.000 / search closed for deployment**. Corner-picker checklist now 2-for-2 (SOBX01, bpz04). Framework: 84/84 evals through the Leaderboard module since merge, zero errors. Deck slide 10 + landscape figure now stale (best sob, "S/√B to 4.33") — refresh pending — [bo-foilspf](/projects/bo-foilspf.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **updated** launched **foilspfbpz04** (operator: high-sob exploit approved, "Be more generous with jobs" → full scale) — sob-CEILING probe, damage-unconstrained: `--picker pareto_sob --q 20 --rolling --max-evals 40`, PID 1684497, thread `closed-32923252`, checkpoint `/tmp/oksuzian/foilspfbpz04`, parent log on GRAPH_DATA. Warm start from 217 rows. First pareto_sob production round since the picker was wired 2026-06-22. Goal: is 4.33 the physical sob ceiling? Also tests the cloud-GP ~4.5 extrapolation empirically. Does NOT reopen the budget verdict (4.00 stands). NOTE: launcher was operator-run (`!` prefix) — the auto-mode classifier now blocks `nohup … closed_loop` launches from the agent (nondeterministic; it allowed bpz02/03); allow-rule suggested to operator — [bo-foilspf](/projects/bo-foilspf.md) +- **updated** **foilspfbpz03 DRAINED 40/40, 0 failures — closure verdict CONFIRMED.** Best-at-budget overall unchanged: `foilspfbp04R00_09` 4.000; bpz03's own best-in-budget only 3.76 (R06_00, zmid −150). 10 evals above 4.00 but the cheapest costs +22% damage (`bpz03R08_02` 4.24 @ 8.378e-7, zmid +130) — the near-budget corner (bpz01's 4.10 @ +1%) did NOT reproduce cheaper. Top sob picks rail `zmid` at ±150 for the third time. Framework tally since the Leaderboard-module merge: 44/44 evals, zero module errors, pending file drained to header-only. Fourth consecutive campaign (bp04, bpx01, bpz01, bpz03) stalled ≤4.00 at the deployed damage budget — [bo-foilspf](/projects/bo-foilspf.md) +- **updated** foilspfbp cloud "GP Pareto above 4.5 / front detached from cloud" INVESTIGATED (operator flag) — holdout-tested against bp04: the >4.4 front tail is winner's-curse mean extrapolation (0.027% of Sobol predictions exceed the observed 4.33; σ≈±0.6 at those points, which sit 0.58–0.65 normed-9D from any eval = the median training NN distance itself); the same GP was PESSIMISTIC by up to 0.8 sob in the corner bp04 actually probed (predicted 3.43–3.93 → measured 4.16–4.33). Front detachment = envelope-of-1M selection + LogNorm single-count invisibility + correlated-error selection (front picks the most-negative flash errors). NOT a data bug; presentation-only. Deck slide "The landscape" unaffected (caption never cites the front) — [gp-cloud-rendering](/concepts/gp-cloud-rendering.md) +- **updated** deck `docs/foilspfbp_beamer.tex` slide 10 rewritten as the campaign-history table (operator: "Update the slide describing what options you tried"): bp01–04 / bw01 / bpx01 / bpz01 / bpz03-running with per-campaign best and best-inside-budget, the pre-registered 4.00 stopping rule, and the budget-shaped-not-box-shaped ceiling (4.10 @ +1% / 4.30 @ +22% / 4.33 @ +51%); PDF re-rendered, page visually verified +- **updated** **foilspfbpz02 DRAINED 4/4, 0 failures — the merged Leaderboard stack is VALIDATED on real grid traffic.** All three module checkpoints observed live: strict `load_history` over the 173-row leaderboard (picker got its 4 points — a malformed row would now crash propose, not be skipped), `pending_add`/`pending_remove` (pending file header+4 → header-only, trailing newline intact — the fusion invariant), and schema-checked `append` (4 rows landed in canonical form). Line stays CLOSED; this was a framework test +- **updated** launched **foilspfbpz03** (operator: "Submit 40 points after this") — full-scale round on the validated stack, settings identical to bpz01: `--picker hybrid --q 20 --rolling --max-evals 40`, PID 4132332, thread `closed-c7f1c034`, checkpoint `/tmp/oksuzian/foilspfbpz03`, parent log on GRAPH_DATA. Warm start from 177 rows. Framing on record: ceiling-confirmation data near the budget line (4.10 @ +1.1% region underexplored) + full-scale shakedown — a >4.00-at-budget breakthrough remains unlikely after the three-campaign stall + +## 2026-08-08 + +- **★ MERGED the Leaderboard module** (`89969a0` on json-modes; 7-commit branch `leaderboard-module`, built via 8-task subagent plan with per-task + final reviews, all clean): `core/leaderboard.py` now OWNS the leaderboard/pending TSV schema — every read checks the physical header against the ModeSpec and fails LOUDLY ([touched-leaderboard-headerless-history-loss](/incidents/touched-leaderboard-headerless-history-loss.md) can't recur silently); appends to a mismatched file save the row to `.quarantine.tsv` BEFORE raising (an eval is never lost); pending rows >48h old warn at every load and are removable via the new `bo_driver.py --mode pending-prune` verb. Phase 0 archived the five dormant Python-mode adapters (foils/foilsf/foilsg/prodtarget/prodtarget6d, ~900 lines incl. `harvest-pot-only`), so `--mode` is now REQUIRED (no silent foils default) and JsonMode is the only adapter. Suite 431→**420** (dormant-mode tests out, 21 module tests in, incl. a permanent live-file header-invariant test); all live TSVs verified parsing clean under the strict loader pre-merge; 9 fossil pending files deleted; golden-parity re-captured (a+b OK). **Follow-up recorded ("mode explicit everywhere")**: graph `DEFAULT_MODE="foils"` defaults (config.py:124, run.py, closed_loop.py) + two `setdefault(AUTORESEARCH_MODE,"foilsflash")` workarounds in core/ + botorch_predict `default="foils"` all still dangle — make mode explicit at every entry point. Deferred hardening: trailing-newline guard in append paths, `harvest_verb` load-time validation, stale-prose sweep — [bo-driver](/drivers/bo-driver.md), [tests](/drivers/tests.md), [leaderboards](/datasets/leaderboards.md) +- **updated** launched **foilspfbpz02** (operator: "Submit more jobs to test the framework") — FRAMEWORK-VALIDATION round on the merged Leaderboard stack, deliberately small: `--picker hybrid --q 4 --rolling --max-evals 4`, PID 3765119, thread `closed-8a35ebd5`, checkpoint `/tmp/oksuzian/foilspfbpz02`, parent log on GRAPH_DATA per the new convention. Exercises strict `load_history` over the 173-row bpz leaderboard, module `pending_add` at propose, quarantine-guarded `append` at evaluate. NOT a search reopening — bo-foilspf stays closed; rows land under the bpz02 prefix +- **updated** launch-log convention standardized (operator decision): parent stdout logs go to `GRAPH_DATA` (`/exp/mu2e/data/users/oksuzian/autoresearch_graph_data/`) like everything else the runner writes — the repo-local `graph_data/` dir was session drift, never code-chosen (only nohup redirects); 60 straggler logs moved (0 collisions), dir removed — [closed-loop-runner](/drivers/closed-loop-runner.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **foilspfbpz01 CLOSED: 40/40, 0 failures — best-at-budget stalled at EXACTLY 4.00 for the third consecutive campaign, and per the pre-registered decision rule the stopping-target search is now CLOSED on all three axes (shape, box, spacing).** Best-at-budget is still the seed `bp04R00_09` (4.000); bpz's own best in-budget reached only 3.90 (`R04_07`). **The pitch lever is real — it just spends where the budget can't follow**: 10 evals cleared sob 4.00 (bp+bpx had 8 with cheapest +11% damage), and bpz flattened the frontier at the budget line with `R03_05` at **4.10 @ +1.1% damage** and `R00_07` at 4.15 @ +15%; campaign-max 4.25 (`R05_00`, +56%). Three independent parameterizations (f×rOut shape, widened box, linear pitch) now stall at the same 4.00 — strong evidence of a physical ceiling at the deployed damage budget, not an acquisition artifact. **The stall is NOT a zmid-box artifact**: the near-budget optima sit interior (zmid +114…+118); only the expensive high-sob tail pinned the ±150 bound. Top designs prefer POSITIVE zmid (foils packed downstream). The discouraging prior (damage-matched z-redistribution ~+1.4%) held. Recommendation unchanged and now final: **no further stopping-target campaigns; critical path is full-sim validation of `bp04R00_02`** — [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **★★ MEASURED: non-uniform foil pitch needs NO source patch — `stoppingTarget.zVars` is a STOCK Offline knob.** `StoppingTargetMaker.cc:85` already does `getVectorDouble("stoppingTarget.zVars", _zVars)` and line 184 builds `z = offset + (i-n0)*deltaZ + zVars[i]`; for ODD n_foils `n0 == (n-1)/2` and `offset == z0InMu2e`. **It has been sitting unused the whole time** — every campaign since bo-foils wrote a scalar `stoppingTarget.deltaZ` and left the pitch uniform by construction. Proven end-to-end, not read off the source: a geometry with pitch ramped 14.815 → 29.630 mm at constant extent gave `mu2e -n 1` **rc=0, ZERO G4Exceptions, ZERO overlaps**, and the dumped GDML placed **49/49 foils at the requested z to 0.00012 mm**. Consequence: the pitch lever runs on the EXISTING stack — same musing, same `Code_run1bap_holeradii_ipafix` tarball, no muse rebuild — unlike the holeRadii work this project paid for earlier — [bo-foilspf](/projects/bo-foilspf.md), [stopping-target-foil-base-spec](/concepts/stopping-target-foil-base-spec.md) +- **★ created** `mode_specs/foilspfbpz.json` + **launched foilspfbpz01** (operator: "Draft" → "Go") — 10D = foilspfbpx's 9D shape at the extended rOut box **plus one pitch knob**, the first mode ever to vary foil SPACING. **`zmid`** ∈ [−150, 150] mm is the displacement of the MIDDLE foil from the stack centre; foil POSITIONS are the K=3 quadratic through `(−extent/2, zmid, +extent/2)`, and **a quadratic position profile is exactly a LINEARLY varying pitch**. Pitch itself CANNOT be the profile: recovering positions from pitches needs a cumulative sum and `geom_template` allows only `min/max/abs/sqrt` (no summation) — worth remembering before anyone designs another integrated quantity as a JSON mode. Endpoints pinned ⇒ extent stays 1066.666667 ⇒ pure z-REDISTRIBUTION. **`zmid = 0` is uniform pitch to 4.6e-14**, so foilspfbpx's **133 rows seed it exactly** (header derived from `m.format_row`, never hand-typed; `load_history()` verified at 133, all at zmid=0). Monotonicity (no foil reordering) needs |zmid| < extent/4 = 266.67, so ±150 keeps margin; extremes give gaps 34.5 → 10.0 mm (3.6:1) with span preserved. Mode's own rendered geom at zmid=−120 built by G4 with **0.00000 mm deviation, 49/49 foils, 0 overlaps**; 431 tests green. **KNOWN LIMITATION**: only MONOTONE gradients are reachable — symmetric mid-stack clustering is a quadratic pitch = CUBIC position profile, needing a K=4 Lagrange type in `geom_template.lagrange_profile` (deliberately not added). **PRIOR IS DISCOURAGING** and recorded as such: the designed extent scan put damage-matched z-redistribution at ~+1.4% (~2σ) and this is a weaker version of that lever. Settings identical to bpx so the pitch knob is the only difference: PID 2033440, thread `closed-bef7ea31`, `--picker hybrid --q 20 --rolling --max-evals 40`, checkpoint `/tmp/oksuzian/foilspfbpz01`. **DECISION RULE**: best-sob-at-deployed-damage must clear **4.00** (bp and bpx both stalled there); if it does not, the stopping-target search is closed on all three axes — shape, box, and spacing + +## 2026-08-07 + +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **foilspfbpx01 CLOSED: 40/40, 0 failures. The CEILING WAS BINDING, but fixing it bought nothing at the deployed budget.** **39/40 evals left the old [50,120] box** despite a 93-row warm start entirely inside it, using both new edges (30 floor and 150 ceiling, often in one design — `R02_00` at 30/150/30). So the bound-hitting diagnostic was RIGHT and my foilspfbw-based retraction of it was wrong — that reading came from a confounded test read on the Pareto front instead of the deployable slice. **But best-sob-at-deployed-damage never moved off 4.00** (still the seed `bp04R00_09`); best NEW at budget 3.74 @ −13%; max sob 4.31 vs bp's 4.33. **The mechanism is sharp**: 8 evals cleared sob 4.00 and their damages were +11/+48/+48/+51/+61/+62/+65/+86% — **not one inside the budget, cheapest +11%**. The widened box buys sob only by buying damage. It DID extend the other end: new flash floor **8.13e-8 (−88%)**, ~half foilspf's previous record. Net: the box RELOCATED the front (deeper in damage, same sob ceiling) without lifting the region a decision needs — [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **★ created** `mode_specs/foilspfbpx.json` + **launched foilspfbpx01** (operator: "Go with proposed") — the **CLEAN CEILING TEST** foilspfbw should have been. Structurally diffed against `foilspfbp.json`: **eleven values change and nothing else** — `rOut_{0,1,2}` min/max 50/120 → **30/150** and the `rOut_p` clip, plus name/leaderboard/note. Parameterization (`f × rOut`), pinned deployed pitch, `hT`/`f` boxes, software stack and zero-overlap preflight all untouched, so **foilspfbp's 93 evals stay valid and the leaderboard is SEEDED BY COPY** (`cp leaderboard_bo_foilspfbp.tsv` — the copy also carries the header, sidestepping [touched-leaderboard-headerless-history-loss](/incidents/touched-leaderboard-headerless-history-loss.md)); `load_history()` verified live at **93 points** post-launch, not 0. Diff was done structurally, not with sed, because the spec contains an unrelated `120` (degrader detent angle). **Motivation**: on the DEPLOYABLE slice of foilspfbp (damage ≤ deployed, 74 designs) **9 of the top 15 press the 120 ceiling and 6 press the 50 floor** — squeezed at both ends by designs we would actually field, incl. `bp04R00_02` (50.0/120.0/72.4). Note the counter-datum: the best-at-budget design `bp04R00_09` (4.00) is fully interior. 150 mm is measured buildable (RCLEAR150 preflight PASS, 0 overlaps). **Corners rendered before launch**: rOut 150 flat, 30 flat, f=0 solid discs, and a 30→150→30 swing all give 49 foils with `rIn < rOut` on every foil. 431 tests green. **Resources deliberately doubled** (operator: "don't be shy with resources"): `--q 20 --rolling --max-evals 40` vs the bp standard 10/20 — ~6,100 CPU-h, ~1.5–2 d. PID 1045946, thread `closed-e29ba21a`, picker hybrid (unchanged on purpose — a picker swap would be a second variable), checkpoint `/tmp/oksuzian/foilspfbpx01`. **DECISION RULE fixed in the spec note before launch**: designs outside [50,120] push best-sob-at-deployed-damage above **4.00** ⇒ box was binding; best-at-budget stays ≈4.00 with picks interior ⇒ settled negative, line finished — [bo-foilspf](/projects/bo-foilspf.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **foilspfbw01 drained 20/20, 0 failures, and REFUTES ITS OWN PREMISE.** Best sob at the deployed damage budget = **3.79** vs foilspfbp's 4.00 — did not clear; max sob overall is also 3.79 and came from the **round-0 Sobol draw** (10 GP picks never beat the cold start; GP-era best 3.46). **The test is CONFOUNDED and settles nothing about the ceiling** — foilspfbw moved the `rOut` ceiling 120→150 **and** the parameterization (`f × rOut` → `bore + width`) in the same campaign. **CORRECTION, same day, after the operator asked "did you move some of the knobs? I thought that was the test?"**: I first wrote that the wider radius went unused ("2 of 7 front designs, both undeployable"). That was tallied on the **7-point Pareto front**, which is dominated by low-damage corner designs — the wrong slice for a radius question. On the **high-sob** slice, **3 of the top 5 exceed 120** (`R00_01` rOut 127.0, `R04_04` rOut **150.0**, `R00_00` 120.7), and `R04_04` beats the deployed target on both axes. Sampling was not the limiter either: 5/20 evals exceeded 120 vs 5.4 expected from the induced prior, with two picker picks at exactly 150. Method rules extracted to [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md): change ONE thing when testing a bound; judge a bound on the objective-relevant slice, not front membership; and when a knob becomes *derived* (rOut = bore+w is a SUM of uniforms) check the induced prior actually offers the box edge. Gains that are real: **4 of 20 beat the deployed target on both axes** (`bw01R00_09` 3.79/+16% sob at −7% damage; `R00_02` 3.63/−26%; `R00_01` 3.59/−13%; `R04_04` 3.46/−5%) — none beats foilspfbp's deployable trio. Budget caveat kept explicit: 20 cold-start evals in 9D does NOT settle bore-vs-`f` as a parameterization; the ceiling conclusion is budget-independent because it reads the front's geometry, not its convergence. **Recommendation: do NOT launch foilspfbw02; critical path stays full-sim `dig→mcs→nts` on `bp04R00_02`** +- **★ created** [touched-leaderboard-headerless-history-loss](/incidents/touched-leaderboard-headerless-history-loss.md) — **my own bug, caught 3 rows into foilspfbw01.** I created the new leaderboard with `touch`; `append_history` writes the header only `if new_file = not exists()`, so `touch` (which makes it exist) meant the header was NEVER written, and `csv.DictReader` then ate data row 1 as the header. **`load_history()` returned 0 points with rows on disk** — silently, because `bo_driver.py:273` swallows the resulting `KeyError` per row. Three symptoms, none naming the cause: GP cold-started every round (**random search, not BO**), `_leaderboard_names` stayed empty so `no_row_streak` incremented on **successful** children toward a spurious ABORT at streak>=q, and `decide_next` printed `+0 rows` forever. **I first misdiagnosed it as the documented wave-transition artifact** ([rolling-no-row-streak-false-increment](/incidents/rolling-no-row-streak-false-increment.md)) — a perfect impostor; the discriminator is calling `load_history()` directly. Repaired in-flight: canonical header derived from `m.format_row` (never hand-typed), prepended under `bo._flock_ex` with temp+`replace()` so no concurrent append could be lost. Next `decide_next` printed `+4 rows, no_row_streak=0/10` — self-healed. Cost bounded to ~one pick (the picker Sobol-falls-back below 2 rows anyway). Durable fix PROPOSED not applied (`st_size == 0`): a live campaign spawns fresh `bo_driver` subprocesses, so mid-flight driver edits change code under running children — [bo-foilspf](/projects/bo-foilspf.md) + +- **★ created** `mode_specs/foilspfbw.json` + **launched foilspfbw01** (operator: "Run") — 9D **BORE-parameterized** successor to foilspfbp at the same deployed pitch (extent still pinned 1066.666667). Two measurement-driven changes: **(1) the hole is now a direct knob in mm** — `bore_{0,1,2}` + ring width `w_{0,1,2}`, with `rOut` DERIVED as bore+w. foilspfbp's fractional `f` made the physical bore a *product* `f_p(u)*rOut_p(u)` = a **QUARTIC in u**, so a clean bore profile was inexpressible even in principle — and the bore is the flash driver (Spearman(min bore, flash) = **−0.83**, beating both components: `f_1` −0.78, `rOut_1` −0.23). Because `w ≥ 10` by construction, **rIn < rOut always**: no invalid region, no clamp, and the old `f ≤ 0.95` cap (itself a workaround) is gone — it had forbidden thin rings at large radius, exactly what the front kept reaching for. **(2) rOut ceiling 120 → 150 mm**, because 12–15 of foilspfbp's 29 front designs sat pinned at the 120 wall. **150 mm is MEASURED buildable**: local preflight on `RCLEAR150` (bp04R00_02 scaled 1.25×, bore unchanged) returned PASS with `total_hits=0 unique_volumes=0` and 49/49 foils verified against the as-built GDML. Rendered corners verified (bore 90 / w 60 → rOut 150 flat; rIn3 profiles. Recommendation: let foilspfbp04 drain, do NOT launch bp05, put `bp04R00_02` through full sim +- **updated** launched **foilspfbp04** (operator: "More jobs?") — PID 2762174, thread `closed-9c6672e0`… settings identical to bp01–03 (`--picker hybrid --q 10 --rolling --max-evals 20`, checkpoint `/tmp/oksuzian/foilspfbp04`, elebeam default 100). Prefix free, no stale cluster files, 10/10 preflight PASS at zero overlaps. **Picker audit done at the same time**: this line's own attribution shows qNEHVI 5 front points / 13 picks (38%) vs qNParEGO 3/7 (43%) — statistically indistinguishable, and the record came from the qNEHVI half, so the foilsflash-era advice to drop `AUTORESEARCH_HYBRID_HV_FRAC` at saturation does NOT reproduce here. **Structural note**: in rolling mode the picker is asked only for *free slots*, so refills are mostly `q_next=1`, and `round(0.6×1)=1` makes hybrid **pure qNEHVI** on those waves (4 of 8 waves in bp03; net 65/35 vs nominal 60/40) — [closed-loop-runner](/drivers/closed-loop-runner.md) +- **updated** `docs/foilspfbp_beamer.tex` refreshed to 83 evals and restructured to **three anatomy slides** — record (`bp03R03_00` 4.30/+22% damage), damage-free (`bp04R00_02` +19%/**−13%**), and best-at-deployed-damage (`bp02R08_00` +24%/**+6%**) — plus a new "what actually drives the damage" slide carrying the core-Al correlations. Two new figure generators (`sketch_foilspfbp_dominating_target.py`, `sketch_foilspfbp_midtrade_target.py`); all numbers re-derived from the live leaderboard. **Deck is a snapshot — bp04 was still running.** Also corrected in-deck: a landscape caption said the record sits "up and to the left" of the 6D champion; damage is on y, so better-on-both is right-and-below + +## 2026-08-05 + +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **foilspfbp02 COMPLETE (20/20 children resolved, 20 rows, 0 failures, clean `rolling_done`, `no_row_streak` 0/10): 0 of 20 beat foilspfbp01's 4.29 — the FOURTH consecutive reproduction of the fixed-box ~20-eval saturation signature** (foilspf02 +0.00; foilspf2k01 0/20; foilspfbp01 winner in wave 0 then 0/19; foilspfbp02 0/20). The pre-registered expectation recorded at launch was met exactly, so the signature is now predictive rather than retrospective. **The campaign was not wasted — it mapped the front**: bp02 supplied **7 of the 17 Pareto points** at this pitch, including both best trades — `bp02R03_00` **4.09 / 7.87e-7** (matches the 6D champion's 4.10 at **−24% damage**) and `bp02R08_00` 4.05 / 7.27e-7 (−30%). Baseline-pitch line now **53 evals, best sob 4.29, damage floor 5.58e-8, 22× damage span**. Practical rule confirmed: one campaign saturates a fixed box; a second buys front coverage, never a champion — [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md), [closed-loop-runner](/drivers/closed-loop-runner.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **best-trade geometry decomposed from the rendered geom (not re-derived from the profile): the damage saving is PLACEMENT, not less material.** `bp02R03_00` carries **9% MORE aluminium** than the max-sob point `bp01R00_03` (166 vs 153 cm³) yet halves what sits in the beam core: Al inside r<40 mm falls **22.0% → 9.2%**. Mechanism is the downstream end — holes open from foil 25 of 49 and exceed 50 mm from foil 39, so the last foils are **6 mm rings at r = 114–120 mm**, fully outside the beam, vs solid r<50 mm disks on the max-sob point. Costs 4.7% sob for 36% less damage. Independently consistent with [edmonds-target-hole-docdb10898](/external/edmonds-target-hole-docdb10898.md) (flash parents central, RMS 24 mm) but reached by search, and via the downstream taper rather than a single central hole — [gp-cloud-rendering](/concepts/gp-cloud-rendering.md) +- **updated** measured the **extent lever damage-matched**, closing a gap in the extent-scan record: at FIXED shape, 800→2000 mm buys +9.5% sob (shape A) / +5.4% (shape B), and 1067→2000 buys +6.2% / +2.6%. But with shape re-optimized at each length the apparent +10.7% (4.29 at 1067 → 4.75 at 2000) comes with **+19% damage**; at matched damage (~1.2e-6) the 2 m advantage collapses to **+1.4% (~2σ)**. So most of what length buys is permission to spend more material, which short extents can partly buy too — reinforces that the extent question is closed and the [regime scoping](/concepts/mu2e-run1-sensitivity.md) matters more than the length — [bo-foilspf](/projects/bo-foilspf.md) +- **updated** **foilspfbp03 LAUNCHED** 22:12:40 by the armed waiter on foilspfbp02's drain (PID 1332840, thread `closed-9c6672e0`); parent log healthy at round 0. Fifth same-box campaign; prior four all null on sob, so success criterion is front coverage — [closed-loop-runner](/drivers/closed-loop-runner.md) +- **updated** armed a waiter to launch **foilspfbp03** on foilspfbp02's drain (operator: "submit more jobs" → "plain hybrid", after I recommended confirmation runs instead) — third campaign of the baseline-pitch line, `--picker hybrid --q 10 --rolling --max-evals 20`, checkpoint `/tmp/oksuzian/foilspfbp03`, elebeam default 100; settings identical to foilspfbp01/02 and the whole foilspf family. Kerberos to 08/06 21:53, quota 0.5/2.0 TB, prefix free, no stale cluster files. **Recorded expectation: this is the FIFTH same-box campaign in the family and the prior four all returned nulls** (foilspf02 +0.00; foilspf2k01 0/20; foilspfbp01 winner in wave 0 then nothing in 19 more; foilspfbp02 0/19 above 4.29) — so the value here is front coverage and robust-FoM rows, not a new champion. Waiter written to a FILE (not inline) so its own cmdline can't self-match the `pgrep` guard — the 2026-08-03 waiter bug in a new disguise — [bo-foilspf](/projects/bo-foilspf.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **foilspfbp01 COMPLETE (20/20 rows, 0 failures, clean `rolling_done`): shape optimization at the DEPLOYED foil pitch beats the transplants, and saturates in one wave.** New best at baseline pitch **`foilspfbp01R00_03` sob 4.29 / flash 1.23e-6**, +3.1% (~5σ) over the best transplanted seed (SCANA1100 4.16) — found on the FIRST targeted pick, never beaten in the following 19 evals; **1 of 20 beat the seeds** (third reproduction of the fixed-box ~20-eval saturation signature, after foilspf02's +0.00 and foilspf2k01's 0/20). **Mechanism prediction CONFIRMED — the optimum moves with pitch**: at 22 mm spacing the optimizer CLOSES holes (f = 0.43/0.00/0.00) where the 2000 mm champion opens them (f₂ = 0.86), i.e. exit-path self-absorption dominates at tight pitch, so 2000-optimized shapes really were leaving performance on the table when transplanted. Baseline pitch recovers **~70% of the 1100-transplant → 2000-champion gap** while keeping deployed foil spacing and support geometry. **Regime divergence reproduced INSIDE one campaign**: the sob winner `R00_03` is flash-worst on the front (1.23e-6) and only robust-FoM 6.88, while **`R05_00` (4.04 / 8.05e-7) carries robust-FoM 8.46 (+23% signal yield) at 34% less flash** — under the background-poor objective R05_00 is the better design, not the sob champion. `R06_00` 3.45 / 3.23e-7 beats the deployed target's sob by +6% at 53% less flash. Campaign took 6 of the 12 Pareto points at this pitch — [closed-loop-runner](/drivers/closed-loop-runner.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **updated** launched **foilspfbp02** (operator: "Submit more jobs") — second campaign of the baseline-pitch line, PID 192633, `--picker hybrid --q 10 --rolling --max-evals 20`, checkpoint `/tmp/oksuzian/foilspfbp02`, elebeam default 100 (NOT overridden). Settings IDENTICAL to foilspfbp01 and to foilspf01-04/foilspf2k01, so every campaign of the family stays directly comparable; seeds on all 33 foilspfbp rows. Kerberos renewed 06:30, valid to 08/06 08:30. **Caveat recorded at launch**: foilspfbp01 already showed the fixed-box saturation signature, and the two prior same-box repeats in this family returned +0.00 and 0/20 — so the expected value here is front coverage (which feeds the robust-FoM re-ranking) rather than a new sob champion; a `pareto_sob` corner round or a robust-FoM-targeted campaign would be the higher-EV alternatives — [bo-foilspf](/projects/bo-foilspf.md) + +## 2026-08-04 + +- **created** `mode_specs/foilspfbp.json` + launched **foilspfbp01** (operator: "fix the gap between the foils to the baseline design and run shape optimization") — 9D shape-only line at **extent PINNED 1066.666667 mm = 48 × the deployed 22.2222 mm pitch** (baseline foil-to-foil spacing preserved; = the old foilsflash envelope; inside the original certified zero-overlap corridor, worst-corner 1100 PASS; ipa_dist lands at 491.6667 = the ipafix value). Motivation: shapes optimized at ~2000 are only TRANSPLANTS at short extent, and the self-absorption mechanism says the optimum moves at tighter pitch. Spec = foilspf2k clone with extent const + rewritten note; SHIPPED_SPECS gate updated (44 tests green); render smoke verified deltaZ 22.222222 / ipa 491.666667 / zStart pin / holeRadii vector. **Seeded `leaderboard_bo_foilspfbp.tsv` with the 13 foilspf rows at extent ∈ [1000,1100]** (max extent-induced sob bias ±0.25% ≪ 0.6% noise; includes SCANA1100/SCANB1100 = both 2000-optimized shapes measured at exactly 1100). Launch: `--picker hybrid --q 10 --rolling --max-evals 20`, PID 3758989, checkpoint `/tmp/oksuzian/foilspfbp01`, elebeam default 100, kerberos to 08/05 21:53; settings identical to foilspf01-04/foilspf2k01 so all lines stay comparable. No other campaign running (safe window for the registry-wide new spec) — [bo-foilspf](/projects/bo-foilspf.md), [closed-loop-runner](/drivers/closed-loop-runner.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **REGIME RE-RANKING of all 110 archive rows under the robust FoM (stop_frac × ce_abs_eff, free from summary.json)**: Spearman 0.946 globally but the top is regime-fragile — sob champion `03R02_00` → robust-rank 22; robust #1 = never-headlined **`foilspf04R05_00`** (+35% stops AND +26% eff = **+70% signal yield** over the sob champion, at sob 3.98 — cosmic-window economics traded yield for spectral sharpness; background-poor scaling reverses it); **`04R00_03` is #2 under BOTH** (dual-regime compromise, 4.49/1.34e-6). Candidate set per regime: {03R02_00 Run-1 / 04R05_00 robust / 04R00_03 both / SCANB0800 in-footprint}. Recommendation must state its regime weighting — [mu2e-run1-sensitivity](/concepts/mu2e-run1-sensitivity.md) + +## 2026-08-03 + +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **EXTENT MECHANISM CORRECTED: the length gain is RESOLUTION→WINDOW→COSMIC economics, not stopping** (operator asked "does it make sense physically?" — the decomposition falsified the recorded story). At fixed shape, stops and fixed-box ce_abs_eff are FLAT across 800→2000 (expected: pitch doesn't change integrated areal density; the old corr(stops,extent)=+0.35 was shape-confounded). The whole gain: CE low-tail retreats → macro's box low edge walks 103.1→103.3→103.5 MeV/c (0.2 MeV quantization → partial staircase) → S constant while cosmic B ∝ width (~220/MeV, 350→310→270) → arithmetic closes exactly (4.02·(77/75)·√(350/310)=4.39≈4.40). Leading tail mechanism: CE self-absorption falling as 1/pitch, saturating at the helix escape length (~1400-1700 knee) — testable in nts.ce.root, untested. Genuine for Run 1 (cosmic-dominated, B ∝ window — [mu2e-run1-sensitivity](/concepts/mu2e-run1-sensitivity.md)) but **REGIME-SCOPED: background-poor scenarios erase the extent lever while shape gains (+9% A-over-B stops×acceptance at every length) survive both regimes** — ordering that belongs in any hardware recommendation. foilspf deck's "gain is in stopping" slide now WRONG, fix at next refresh — [bo-noise-budget](/concepts/bo-noise-budget.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **EXTENT SCAN COMPLETE, 10/10 rows 0 failures, and the EXTENT QUESTION IS CLOSED.** Shape A (champion) sob 4.02→4.16→4.26→4.36→4.40 over 800→2000: steps decelerate +0.14/+0.10/+0.10/**+0.04 (1.1σ_pair)**, and the last 300 mm costs **+8.0% flash for +0.9% sob** — a bad trade; shape B (flash-matched) is **flat from 1400** (4.03→4.06→4.08, ≤0.9σ steps). ⇒ **No upstream-shift corridor work toward 2400, no further extent campaigns**; 1.4–1.7 m captures 97–99% of the length gain. **Deployable headline: `foilspfSCANB0800` 3.87/6.09e-7 STRICTLY DOMINATES the deployed target in its own 800 mm footprint** (+19% sob at −11% flash vs `nominalAB01`). **GP pre-registration graded: 8/8 extrapolation points within 0.43σ; both 2000 replicates within 0.3% sob** — the surrogate knew the curve (the 10-eval scan measured what ~194 BO evals could not, and validated the GP for future designed use). Two systematics recorded: all 8 pulls negative (~1–2% GP optimism off-data, sign-test p≈0.008), and one hot flash replicate (B2000 −8.9% vs source, ~2.7σ) suggesting σ(flash)=0.01(log10) may be 1.5–2× light. Figure: scratchpad `extent_scan_result.png` — [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md), [bo-noise-budget](/concepts/bo-noise-budget.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **foilspf2k01 VERDICT: shape at fixed length is EXHAUSTED.** The 9D shape-only satellite (extent pinned 2000, own leaderboard, seeded with 15 transplanted foilspf rows) drained clean — 20/20 rows, 0 failures, `rolling_done` — and **0 of 20 new evals beat the best seed (4.75)**; best new row `foilspf2k01R05_00` only 4.09/7.95e-7, below even the transplanted 4.41 champion. Same signature as foilspf02 at the 1100 wall (+0.00 sob in 20 evals): a fixed box saturates this problem in ~20 evals, and the remaining lever is length itself. Also recorded **foilspf04 COMPLETE** (20/20, 0 failures): sob record `foilspf04R01_00` **4.75**/1.458e-6, flash-matched front point `foilspf04R03_00` **4.07/6.77e-7** (champion sob at the deployed target's own flash, +25% vs `nominalAB01`); 15/80 rows now pinned at exactly extent=2000 — [closed-loop-runner](/drivers/closed-loop-runner.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) +- **updated** launched the **designed extent scan** (operator: "Do [the two-shape scan]") — 10 `graph.run --x-point` evals `foilspfSCAN{A,B}{0800,1100,1400,1700,2000}`: shape A = `foilspf03R02_00` (champion), shape B = `foilspf04R03_00` (flash-matched), shape byte-fixed, only extent varies; rows land name-tagged in the foilspf leaderboard (deliberately NOT a clone mode — a new `mode_specs/` file goes live in every registry-importing process, incl. in-flight children). Staggered 90 s, per-chain checkpoint DBs under `/tmp/oksuzian//` (foilsf08R00 multi-writer lesson). **10/10 preflight PASS at zero overlaps** — compressing a 2000-optimized shape to 800 was the feared failure and it didn't happen. **Pre-registered GP prediction locked BEFORE any row lands** (scratchpad `extent_prediction_prereg.json`, fit on the 80 pre-scan rows): shape A decelerating-monotone to the wall (4.075@800 → 4.412@2000), shape B turnover ~1750, flash +10% per 1200 mm; GP σ 0.21 at 800 vs 0.008 at 2000, so the short end is a genuine extrapolation. Headline hypothesis: A@800 predicted 4.08/8.3e-7 ≈ 6D-champion sob at ~20% lower flash in the deployed footprint — [bo-foilspf](/projects/bo-foilspf.md) +- updated per-eval grid cost measured from job-log TimeReports: ~150–155 + CPU-h/point, elebeam_flash 75%; wall ~3.4 h = serial mubeam+mustops_ce + (60–90-min payloads, 2.4–2.6× the foilsflash-based sizing) — + [bo-foilspf](/projects/bo-foilspf.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **foilspf03 COMPLETE 20/20, 0 failures, and the extent extension PAID OFF ON THE FIRST CAMPAIGN**: new champion **`foilspf03R02_00` sob 4.41 / flash 9.15e-7 at extent 1975**, which **STRICTLY DOMINATES** the old `foilspf01R03_00` (4.09 / 9.68e-7) — **+7.8% sob AND −5.5% flash at the same time**, ~20σ on σ_sob=0.4%. The previous champion has dropped off the Pareto front entirely. 20/20 preflight PASS at zero overlaps including four children at the brand-new 2000 ceiling (the worst-corner probes generalised to real picks). The campaign swept the whole new range (extent ∈ [400, 2000], **13/20 rows above the old 1100 bound**) and now holds **14 of the 18** global front points over 60 rows. **Key caveat for future sessions — extent is PERMISSIVE, NOT SUFFICIENT**: `corr(extent,sob)=+0.48`, and the four round-0 points at extent 2000 came out 4.35 / 3.85 / 2.01 / 0.97, the campaign's full range. Length only *allows* a better optimum; the nine profile knobs decide whether you get one — the old 1100 bound was clipping a corner that happens to contain a better optimum, not a monotone gradient. Note also `03R08_01` sob 3.89 at extent **857**, a strong SHORT-stack front point, so the top of the front is not "longer is better" either — [closed-loop-runner](/drivers/closed-loop-runner.md), [leaderboards](/datasets/leaderboards.md) +- **updated** launched **foilspf04** (operator: "Submit more jobs after this round") — fourth campaign of the line, PID 359887, `--picker hybrid --q 10 --rolling --max-evals 20`, checkpoint `/tmp/oksuzian/foilspf04`, elebeam default 100 — settings IDENTICAL to foilspf01/02/03 so all four stay directly comparable. Seeds on all **60** rows, so unlike foilspf03 it starts with real data in the 1100–2000 band instead of extrapolating into it. Kerberos renewed 01:43, valid to 08/04 03:43. Launch gated on a waiter that required parent-exit AND zero child processes — **note the waiter bug fixed here**: the previous one self-matched because its own `echo` text contained the literal process-name string it was grepping for, so its condition could never go false (the [status](/drivers/closed-loop-runner.md) skill's pgrep-self-match trap, in a new disguise) — [bo-foilspf](/projects/bo-foilspf.md) + +## 2026-08-02 + +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **extent ceiling extended AGAIN 1700 → 2000, and this one is the material limit** (operator: "Let's just extend the region?"). Walking the massless `EMC_Source` one more step (5000 → 4850, staying above `EMC_Source2`@4800 so VD ordering survives) moves the upstream wall to 2042; worst-corner preflight then measures **1900 PASS 0 overlaps, 2000 PASS 0, 2100 FAIL**. The 2100 failure is where this stops, because it names TWO walls: `EMC_Source` vs `StoppingTargetMother` (3.401 cm, upstream, relocatable) **and `VirtualDetector_ST_Out` vs `protonabs1` (250 µm, downstream, REAL MATERIAL)**. `ST_Out` is placed FROM the target's own downstream end (`VirtualDetectorMaker.cc`: `targetOffset + shift`), so it rides the stack outward and reaches the absorber at extent ≈ 2060 — and unlike `EMC_Source` it cannot be moved aside, because it is *defined by the object under study*. **Stopping rule now written into the spec: extend only by moving massless bookkeeping volumes, never real material.** Range is now 5× the deployed 800 mm span and 2.5× what foilspf01/02 could reach. The corridor test needed no edit — it derives both walls from the rendered spec, so the VD move flowed through automatically (`d103b5e`) — [tests](/drivers/tests.md) +- **★ updated** [bo-foilspf](/projects/bo-foilspf.md) — **extent ceiling MEASURED and RAISED 1100 → 1700** (operator: "Extend"), closing the pin foilspf02 exposed. Worst-corner preflight (rOut 120³, hT .15³, solid f=0 — maximal material, so a PASS certifies the whole box at that extent): **1100 / 1400 / 1700 all PASS at ZERO overlaps; 1800 FAILs** — `VirtualDetector_EMC_Source` vs `StoppingTargetMother` by 3.401 cm, upstream edge 4971 being 29 mm past the VD (reported depth matches). 1700 keeps 42 mm below the 1742 wall, the same margin convention as the old 1100/1142 pair. **Three stale claims corrected in the process**: (1) my own "the IPA moves with extent" — it does NOT, `zStartInMu2e=6901.02` pins it absolutely and `ipa_dist` varies precisely SO THAT it stays put (operator caught this); (2) "the wall is at extent ≈ 1142" — stale, it assumed `EMC_Source` at stock z=5300, but the spec already relocates it to **5000** (`zEMCSourceInMu2e`, a plain `c.getDouble` default: one config line, no source patch; the VD is a 20 µm `ds.vacuumMaterial` disc that NO foils-family stage reads, so relocating is physics-neutral and beats disabling since VD ordering vs `EMC_Source2`@4800 is preserved) — real wall 1742; (3) `tests/test_foilspf_spec.py`'s corridor assertion `extent ≤ 6271 − vd` (=1271) was itself wrong — it mixed the current upstream wall with 6271, a downstream z_end from the PRE-PIN regime, and would have blocked this extension. Replaced with the symmetric centre-pinned two-wall model (upstream `2(z0−vd)`, downstream `2(ipa−z0)`), both derived from the rendered spec so moving either volume can't silently desync it. The 2026-07-27 design spec section now carries a SUPERSEDED banner. Suite 431 green; bound verified propagating to `build_space` — [tests](/drivers/tests.md), [stopping-target-foil-base-spec](/concepts/stopping-target-foil-base-spec.md) +- **updated** [bo-foilspf](/projects/bo-foilspf.md) — **foilspf02 COMPLETE 20/20, 0 failures, clean `rolling_done`** (~7 h; leaderboard 20→40). It did what it was launched for and more: **9 of the 10 global Pareto points are now foilspf02's**, and every foilspf01 front point except the 4.09 champion is dominated. Headline trade: `foilspf02R07_00` **3.87/6.53e-7** — gives up 5.4% of sob for **33% less flash** vs the champion; `02R03_00` 3.69/4.35e-7 gives up 10% for **55% less flash**. New absolute flash floor `02R02_00` **5.93e-8** (~10× below the 6D line's), and the previously-open low-flash-limb question is ANSWERED — `02R01_00` 2.43/1.53e-7 strictly dominates foilspf01's `R05_00` (2.17/1.58e-7) on both axes. **★ The extent ceiling is now PINNED**: `02R07_00` and `02R03_00` both sit at exactly `extent=1100.0`, the box bound, and are the two best new front points — the 2026-07-31 "revisit only if a campaign pins it" trigger fired — **resolved the same day by raising the ceiling to 1700; see the ★ entry above for the measurement and for two wrong intermediate claims (a stale 1142 wall, and an "the IPA moves with extent" error) that the ★ entry corrects.** Deck + cloud PNG are now stale at n=20 — [closed-loop-runner](/drivers/closed-loop-runner.md), [leaderboards](/datasets/leaderboards.md) +- **updated** [simplification-audit-2026-07](/concepts/simplification-audit-2026-07.md) — the two DEFERRED dead-code findings **EXECUTED** once foilspf02 drained (commits `cfb8e15`, `a91af2c`): `ModeSpec.preflight_fcl` removed from the dataclass, the `mode_json` validator + loader, all shipped `mode_specs/*.json`, fixtures and assertions (one step — `_reject_unknown` is strict, so a validator/spec mismatch window would raise in any live child); `EvalSummary.trk_edep_*` (4 fields) removed, summary.json down to 24 keys with sob/flash/calo intact. Plus the pipeline.py/modes.py comment rot that still described the deleted hardcoded foilsflash stage-tuning block as present and coexisting (retired 2026-07-26; `run.stage_tuning` has been sole mechanism since) and "six Python modes"→five. Suite **431 green, 2 skipped by design**; live smokes: strict validator over all 11 shipped specs, `bo_driver.MODES` + foilspf geometry render, graph build under `AUTORESEARCH_MODE=foilspf`, bare-path grid-worker import — [tests](/drivers/tests.md) +- **updated** `Run1BAna/` pruned **41M → 5.0M** (operator: "keep only bare minimum"): deleted `file_lists/` (27M, 131 files) + `datasets/` (9.0M, 40 files) — referenced ONLY by mmackenz's own `workflows/run1a_*`/`run1b_*` fcls, which we never invoke (we use `core/pipeline_templates/`). All 171 were git-TRACKED in the nested clone, so `git checkout -- file_lists datasets` restores them; `.git` (2.7M) deliberately KEPT as the undo button and the `git pull` path. Verified minimum: `workflows/scripts/rough_run1a_sensitivity.C` is genuinely read (ROOT runs it with cwd `/workflows`; it opens only the nts.ce.root we pass, background numbers hardcoded) and `workflows/fcl/edep.fcl` includes only Offline fcl from CVMFS. **Finding that corrects the old "never delete" note**: a SECOND, independent 42M copy lives at `autoresearch_muse/Run1BAna` (the muse build source for `librun1bana_workflows_EdepAna_module.so`), both load-bearing files byte-identical — and since harvest `cd`s into `autoresearch_muse` + `muse setup -q p094`, the `#include "Run1BAna/workflows/fcl/edep.fcl"` very likely resolves from THAT copy (`harvest.py` only uses `EDEP_FCL` to build the include STRING, never opens it). So our copy's true minimum may be zero — repointing `SENSITIVITY_MACRO` would drop it entirely; needs a cvmfs-sourced check of MU2E_SEARCH_PATH first — [pipeline](/drivers/pipeline.md) +- **updated** [tests](/drivers/tests.md) — **`tools/capture_golden_geom.py`'s safety guard had silently stopped working and would have destroyed the oracle it exists to protect** (operator asked whether the tool was still needed; answer is yes, but it was broken). It must refuse to re-capture a golden for a mode with no Python renderer — regenerating from the JSON spec makes `test_json_mode_parity` compare the spec to itself — but it detected that with `hasattr(mode, "_geom_text")`, which is **True for every mode alive** (`BOMode` declares `_geom_text` abstract; `JsonMode` implements it from the JSON `geom` template). Since foilsflash went JSON-only 2026-07-26 the tool reported `0 mode(s) skipped`, and a plain run would have rewritten all 4 foilsflash goldens from the spec. Fixed to key on the registry fact `ModeSpec.geom is not None`. Second defect, same fix: `--check` diffed RAW text while the parity test compares `parse_assignments()` (comments/whitespace dropped), so all 4 goldens reported DRIFT and exit 1 while being **semantically identical** — the suite was green throughout. `--check` now matches the test and separates cosmetic differences; post-fix `SKIP foilsflash / 0 drifted, 0 cosmetic`, exit 0. **Follow-up the same hour** (operator asked "should it be part of tests then?" — answer: the drift check already IS, via `test_golden_still_matches_the_live_python_mode`): **the identical broken guard was live in that test too**, reporting `ok` for foilsflash instead of `skipped`, so it compared golden-vs-JSON while its failure message still read *"STALE vs the live Python renderer — re-capture it"* — advice that would have destroyed the oracle through the tool. Fixed by hoisting `has_python_renderer(mode)` into `test_json_mode_parity.py` (which owns GOLDEN/SAMPLE_X/parse_assignments; the tool imports it → one tool→test dependency, no cycle). Added 2 tests: `test_production_spec_still_matches_the_golden` (makes explicit the coverage the broken guard was supplying by ACCIDENT — the shipped `mode_specs/*.json`, not just the `tests/fixtures/modes/` copy, must render the golden) and `test_regeneration_guard_uses_the_registry_not_an_attribute` (pins the invariant that silently broke — nothing had). Skips now symmetric: foils runs staleness, foilsflash runs production-spec. Suite **428 → 432 green, 2 skipped by design** (also corrected the page's stale 12-file/211-test headline; the per-file breakdown remains a 2026-07-20 snapshot) — [tests](/drivers/tests.md) +- **updated** [simplification-audit-2026-07](/concepts/simplification-audit-2026-07.md) — **dead-code re-sweep after the json-modes work; the July audit HOLDS**: an AST sweep of every top-level symbol and dataclass field in `core/`+`graph/`+`tools/` against a 274-file corpus found **zero dead functions, zero dead classes, zero production symbols called only from tests**, and every pipeline stage/template dir reachable from some mode. Executed the sediment (suite 428 green + graph-build smoke, uncommitted): dead `_RUN1BAK` + `field` import (`core/modes.py`), dead `StageName` Literal (`graph/state.py`), unused `BOTORCH_PREDICT` import, 2 unused test imports, and `_DRY_RUN_KNOB_LABELS` → `ModeSpec.knob_names` (the hand-maintained table covered 5 of 11 modes, so every JSON mode's `--dry-run` printed bare `x0..xN`). **Two findings DEFERRED to between-campaigns, both recorded with their exact blast radius**: (1) `ModeSpec.preflight_fcl` is the only one of 24 fields with no production reader — write-only since the `PREFLIGHT_FCL_TEMPLATE` branch was deleted 2026-07-17, so a JSON spec can declare `"fcl": "preflight"`, validate, and silently get surfacecheck; removal is a strict-validator schema change that would crash in-flight children mid-window. (2) `EvalSummary.trk_edep_*` (4 fields) are dead and their "archived summary.json back-compat" rationale is **refuted** — `EvalSummary` is serialize-only (`asdict`→`to_json`), there is no deserializer, and the 3 `trk_edep`-matching off-repo plotters read the frozen ipa leaderboard, not summary.json — [tests](/drivers/tests.md) +- **updated** [stopping-target-foil-base-spec](/concepts/stopping-target-foil-base-spec.md) — recorded that `stoppingTarget.z0InMu2e` is the stack **CENTER** (`StoppingTargetMaker.cc:146-148`), so foilspf's extent grows **symmetrically** ±(extent−800)/2 about 5871 (cross-check: the `ipa_dist` compensation subtracts half the extent change). Caught by the operator questioning the first `foilspf_bestsob_sketch.png`, which wrongly anchored both stacks at the same first foil (all +215 mm drawn downstream); sketch + `docs/foilspf_beamer.pdf` slide 5 regenerated with centered stacks (±108 mm each side) +- **updated** remade the beamer-deck figure trio for the foilspf study (operator request, modeled on `docs/foilsflash_beamer.pdf`): `docs/foilspf_perpot_cloud.png` (10D GP landscape, n=20, colored by f_1 — the dominant sob knob at corr −0.66, NOT extent at +0.07; gold star = `nominalAB01` deployed baseline 3.26/6.854e-7, green diamond = `ipafixAB01` 6D-champion-x 4.10/1.036e-6, magenta star = R03_00 at −6.5% flash), `docs/foilspf_bestsob_sketch.png` (49-foil r-z profile sketch of R03_00 parsed from its rendered geom txt, deployed 800 mm envelope overlaid), `docs/foilspf_langgraph.png` (`draw_mermaid()` under `AUTORESEARCH_MODE=foilspf` + mmdc). New generators `gp_predict_foilspf_perpot_cloud.py` + `sketch_foilspf_bestsob_target.py` in `mmackenz_table_plots/` (foilspf leaderboard `flash_edep` is already per-POT — no summary.json join needed, unlike the foilsflash cloud) — [bo-foilspf](/projects/bo-foilspf.md), [mmackenz-table-plots-dir](/external/mmackenz-table-plots-dir.md) +- **updated** launched **foilspf02** — second production campaign of the 10D line, first to seed on real history (foilspf01's 20 rows; GP now has the 4.09 champion-match + the 1.58e-7 flash floor in its training set — the interesting question is whether it works the thin 3.4–4.1 front gap). `--picker hybrid --q 10 --rolling --max-evals 20`, PID 2801379, checkpoint `/tmp/oksuzian/foilspf02`, log `graph_data/foilspf02_parent.log`, elebeam default 100 — settings IDENTICAL to foilspf01 (directly comparable). Kerberos renewed 04:31 by the foilspf01 parent (valid to 08/03 06:31) — [bo-foilspf](/projects/bo-foilspf.md), [closed-loop-runner](/drivers/closed-loop-runner.md) +- **created** [bo-foilspf](/projects/bo-foilspf.md) project page (the log's earlier links to it were dangling) + index entry, on the occasion of **foilspf01 COMPLETE 20/20, 0 fail, clean `rolling_done` (leaderboard 0→20)**: 20/20 preflight PASS at zero overlaps, no barrier timeouts, no orphans, ~9.5 h wall for the full rolling budget. Science: sob ∈ [1.12, **4.09**], flash ∈ [**1.58e-7**, 1.41e-6]. Headline: `foilspf01R03_00` (sob 4.09 / flash 9.68e-7, extent 1015) — the picker's first targeted exploit after Sobol row `R00_09` hit 4.04 — **matches the foilsflash champion-equivalent (≈4.10 Run1Bap-scale) in 16 evals at ~6% lower flash, on clean geometry** (correct IPA position, zero overlaps — no foilsflash row can claim either). Flash frontier collapsed ~4× below the 6D line's floor (`R05_00` 2.17/1.58e-7, `R06_00` 1.84/1.68e-7); Pareto front = 6 points (R03_00, R00_02, R04_00, R00_07, R04_01, R05_00). Next steps recorded on the page: N=400 flash confirmation of R03_00; second campaign to work the thin 3.4–4.1 front gap — [bo-foilspf](/projects/bo-foilspf.md), [closed-loop-runner](/drivers/closed-loop-runner.md) +- **updated** launched **foilspf01** — the FIRST production campaign of the 10D profile line, and the first launch of any line since the Run1Bap migration + IPA absolute-position fix. `--picker hybrid --q 10 --rolling --max-evals 20`, PID 1905001, checkpoint `/tmp/oksuzian/foilspf01`, log `graph_data/foilspf01_parent.log`, elebeam default 100. Settings mirror [foilsflash25](/projects/bo-foilsflash.md) (directly comparable machinery); tarball `Code_run1bap_holeradii_ipafix.tar.bz2`, `require_zero_overlaps=true`. Pre-launch: dry-run confirmed 10 in-bounds Sobol cold-start picks (extent spans 461–1098, full 400–1100 range live; pick `_00` reproduces the SMOKER00_00 shape in 9/10 dims — same seed, deterministic); **`leaderboard_bo_foilspf.tsv` reset to header** with the lone pre-IPA-fix row archived to `leaderboard_bo_foilspf_pre_ipafix_archive.tsv` (SMOKER00_00 ran with the absorber displaced 47 mm at extent 894 — not comparable to post-fix geometry, so the line starts at 0 rows; the wiki's earlier "single row survives" claim only held for extent ≤ 800). Round 0: **10/10 preflight PASS at zero overlaps** (first campaign ever to clear the strict gate), all chains on the grid ~3 h in (mubeam outputs landed, mustops_ce running, elebeam_flash presubmitted early). foilsflash stays parked pending its own fresh-leaderboard restart — [bo-foilsflash](/projects/bo-foilsflash.md), [closed-loop-runner](/drivers/closed-loop-runner.md) + +## 2026-08-01 + +- **created** [run1bak-run1bap-sob-shift](/concepts/run1bak-run1bap-sob-shift.md) — **the +5% shift's mechanism is ISOLATED and commit-traced**: at identical champion x, Run1Bap sits +4.93%±0.20% above Run1Bak in ce_abs_eff (sob +5.21%±0.12%; baseline pair +4.08%±0.41% / +4.82%±0.23%) — ~100% acceptance-at-fixed-box, no box migration, background unchanged by construction (macro model), CE spectrum shape unchanged. Cause isolated to `PrimaryFilter` (`DetectorStepFilter`) on `PrimaryPath` gaining TWO compounding calo-acceptance relaxations: a new `MinimumSumCaloE: 45` total-energy OR-branch + removal of the 50 MeV/c calo-step momentum floor (`MinimumCaloPartMom: 0`) — Offline PR#1819 (`a9839eeb4`+`2905cfa0b`, the module's ENTIRE release delta) engaged by Production PR#539 (`a387965f`), both mmackenz 2026-05-06, PR-stated intent = deliberate signal-acceptance recovery. Geant4 excluded hard (same spack build hash `k4bezfr` both eras); base geom include-tree byte-identical 421/421. Ledger: 15 excluded, 1 bounded (FCL-visible), 3 confirmed (1 override-pair flash + 2 PrimaryFilter levers, jointly), 1 open — 20 total; OPEN = the baseline flash anomaly (+6.35%±2.82%, 2.25σ, opposite sign) only. **Task-8 TRIGGERED**; first arm = config-level revert under Run1Bap (`MinimumSumCaloE: @erase` + `MinimumCaloPartMom: 50.0` — FHiCL-reachable, no rebuild, every other axis held fixed by construction), Run1Bak control only as fallback. Evidence doc §7 (`docs/run1bak_run1bap_shift_evidence.md`) — [bo-foilsflash](/projects/bo-foilsflash.md), [leaderboards](/datasets/leaderboards.md). **Update, same day (§8): magnitude CONFIRMED same-day by a NO-GRID local re-filter of archived ipafixAB01 events — Run1Bak-config filter passes 95.20%±0.05% vs 95.1-95.5% predicted, ~102% of the shift, control 100.0000%.** +- **★ IPA ABSOLUTE-POSITION OPTION SHIPPED, three ways** (spec `docs/superpowers/specs/2026-07-31-ipa-absolute-position-design.md`, SDD 5 tasks + final review): (1) `protonabsorber.zStartInMu2e` source option in the patched GeometryService — one substitution at `MECOStyleProtonAbsorberMaker.cc:126` (`targetEnd = zStartInMu2e − distFromTargetEnd` when key present; absent ⇒ bit-identical stock), captured as `Offline_run1bap_partial/ipa-zstart.patch` + rebuild.sh hook; (2) **upstream PR github.com/Mu2e/Offline/pull/1913** from the oksuzian fork (push via `gh` credential helper WORKS — the ssh-agent limitation is ssh-only), evidence table in `docs/ipa_zstart_evidence.md`: six real-G4 probes (extents 400/800/1100 × expression/option) all print absorber 6901.02–7901.02, 0 overlaps; (3) `foilspf` live on the option **with the compensation expression kept as fail-safe** (stale/unpatched grid lib ignores the key and the expression still places identically — tarball-drift failure mode eliminated, not detected; invariant test `test_absolute_pin_and_expression_agree` pins the two mechanisms equal), new tarball `Code_run1bap_holeradii_ipafix.tar.bz2` (strings-gated before pointer move; old tarball preserved), production preflight `foilspfIPAPIN1100` rc=0/0 overlaps. `foilsflash` consolidated onto the same tarball (uncommitted was reviewer-forced by the sibling-environment test; behaviorally inert). Operator's default-flip question answered: opt-in because geom variants disagree on the offset (conical_v2 sets distFromTargetEnd=5 — coupling is DESIRED pre-freeze), a default change needs collaboration sign-off; clean path = set the key in shipped Run1 geom files later — [bo-foilsflash](/projects/bo-foilsflash.md), [muse-backing-pattern](/external/muse-backing-pattern.md) +- **Run1Bap migration git state COMPLETED** (final-review Critical): commit `42ced1d` had landed `require_zero_overlaps` in foilspf.json while the core loader trio (`core/{mode_json,modes,bo_driver}.py`) + foilsflash mirror + fixtures + `tests/test_zero_overlap_policy.py` sat uncommitted — a clean checkout of HEAD couldn't `import modes` (126/428 collection). Landed as `324858f` + `d843553`; clean-`git archive` copy now collects 428 with registry importing cleanly. Residual 3 clean-archive failures are all PRE-EXISTING: 2× `SHIPPED_SPECS` naming the four uncommitted A/B scaffold specs (deletion still awaiting operator), 1× `bo_driver.py:95` hardcoded absolute ROOT (2026-05-21, relocated-copy-only) — [tests](/drivers/tests.md) +- created [torch-cpp-extension-stale-filebaton-suite-hang](/incidents/torch-cpp-extension-stale-filebaton-suite-hang.md) — unittest suite hangs INDEFINITELY (not fails) on a stale orphaned `torch.utils.cpp_extension` FileBaton lock +- **golden_parity harness is STALE-RED since ~2026-07-19** (operator hygiene item, found when a task tried to use it as a gate): section (a) baseline froze at 304 foilsflash rows vs 414 live (+foilsflash20/21/22/BASIN01), and section (c)'s replay config `foilsflash25R09_00` rotated out of `pending_bo_foilsflash.tsv` (`bo_driver.py:1188` x-recovery raises before the real-G4 call). Needs a `capture` re-baseline after the leaderboard-restart decision — [tests](/drivers/tests.md) + +## 2026-07-31 + +- **updated** NFS wedge mitigations LANDED — SPACK_USER_CACHE_PATH seam export in run_sourced_bash (all 4 env-source callers), getToken mtime gate (~30→2-3 sourcings/round), operator .bashrc export; suite 427 green — [nfsv4-badseqid-lock-wedge-nashome](/incidents/nfsv4-badseqid-lock-wedge-nashome.md) + +## 2026-07-30 + +- **created** NFSv4.0 BAD_SEQID lock-wedge incident — REPRODUCED on a throwaway file (canary, 11:38 under a VALID krb5 ticket, zero lease deltas, coincident multi-owner bad-seqid burst + pnfs retransmission storm); deliberate 14-min ticket lapse poisoned nothing (expiry = errno 127 EKEYEXPIRED, self-healing, distinct from the EIO wedge); the "permanent" wedge actually FLICKERS (98 fail / 30 ok probes); filesrv01 v4.0 lease re-established every ~80 s with 76–84% RENEW failure on BOTH srv01 and gpvm03 — [nfsv4-badseqid-lock-wedge-nashome](/incidents/nfsv4-badseqid-lock-wedge-nashome.md) + +## 2026-07-28 + +- **★★★ ARM D RESULT — THE HEADLINE CLAIM SURVIVES THE MIGRATION. The +5% shift shows up in the BASELINE TOO, so the RATIO is unchanged and the 414 rows' physics conclusions stand.** `nominalAB01` (deployed 37-foil target, Run1Bap, same environment): **sob 3.26, flash 6.85443e-7**. The deck quotes the deployed baseline under Run1Bak as **3.11 / 6.45e-7** (`docs/foilsflash_talk.md:106`) — so the baseline moved **+4.8% sob**, statistically the same **+5.1%** the champion moved (3.905 → 4.105). Ratio then: 3.905/3.11 = **+25.6%**. Ratio now: 4.10/3.26 = **+25.8%**. **The relative gain over deployed — which IS the physics claim — is preserved to 0.2 points.** Consequences: (a) the historical campaign's *conclusions* stand and the leaderboard does NOT need rebuilding for the science; (b) but old and new rows must NEVER share a GP, because the surrogate models **absolute** sob and a +0.2 offset would read as real structure (~33× `obs_noise` 0.006); (c) the deck's absolute numbers need repricing if the line moves to Run1Bap, while its percentage claims do not. Note the champion used here (`BASIN01_00`) is the **sob-corner** point, so its flash is +51% vs deployed — expected at that end of the front, and NOT the deck's "beats deployed on both axes" point, which is a different row — [bo-foilsflash](/projects/bo-foilsflash.md), [leaderboards](/datasets/leaderboards.md) +- **★★★ ARM C RESULT — the override pair is NOT the cause either. By elimination the +5% sob shift is the OFFLINE VERSION BUMP, v13_12_10 → v13_32_10.** `ipaovrAB01` (Run1Bap **with** `tracker.inDS2Vacuum` + `ds2.halfLength=3825` restored): **sob 4.11**, flash 1.05856e-6 — sob did NOT return to the historical 3.90; it sits exactly where arms A and B sit. Full ladder at the identical champion x: historical Run1Bak (n=3) **3.90 / 3.91 / 3.90**; today Run1Bap **4.10** (arm A), **4.11** (arm B), **4.11** (arm C). Every candidate is now excluded — **IPA position** by direct measurement (arm A vs B, Δsob 0.01), **override pair** by direct measurement (arm A vs C, Δsob 0.01), **`zEMCSourceInMu2e`** on physics (VD is `ds->vacuumMaterial()`, massless; and sob reads tracker `StrawGasStep`, not VD hits), and — the candidate I nearly missed — **the analysis code**, by inspection: `core/pipeline.py:423-451` `sourced_env(with_muse=True)` pins harvest to **Run1Bak / p094** *regardless of the mode's simulation musing*, so EdepAna is the same binary on both sides and `s_over_sqrt_b` is computed identically. The shift is therefore genuinely in the **G4 simulation**. **NOT yet directly confirmed** — it is an elimination result, and its strength is exactly the strength of the geom-file diff it rests on; a direct test would re-run the champion under Run1Bak with today's config. **Secondary finding:** the override pair *does* move **flash** — 1.0342e-6 (arms A/B mean) → **1.05856e-6** with it restored, **+2.2%**, back toward the historical 1.0803e-6 — while leaving sob untouched. Suggestive rather than established (n=1 per condition vs σ_flash 2.52% @ N=100), but arms A and B agreed to 0.3%, so 2.2% is likely real — [bo-foilsflash](/projects/bo-foilsflash.md), [mmackenz-edepana-lib-qualifier-bump](/incidents/mmackenz-edepana-lib-qualifier-bump.md) +- **LAUNCHED arm D (`nominalAB01`, 00:46 CDT 07-29): the DEPLOYED 37-foil target under Run1Bap** — the absolute baseline every "+N% vs deployed" claim on this line is quoted against, which has never been measured under the current code. Held identical to arm A in every respect except the target itself (same Musing, TSdA/degrader/COL5/service-pipe/rail settings, same `zEMCSourceInMu2e`), so the only variable is the foil stack. **No IPA compensation line — and its absence IS the correct value**: at the deployed 800 mm span the compensation returns the stock 625 exactly. Preflight **37 foils verified against as-built GDML, `total_hits=0`, PASS**. **Two design points worth reusing:** (1) the deployed stack is emitted EXPLICITLY via the `base_*` consts (`segments: [{count: base_n, expr: base_rOut}]`) rather than inherited from the base include — the first attempt inherited it and preflight correctly **FAILED** with *"geom has no stoppingTarget.radii vector — nothing to verify"*, i.e. the as-built GDML check refuses to pass what it cannot check; writing the stack out restores the check AND makes the baseline self-describing. (2) The 6 knobs are **inert** here, proven by rendering two extreme x-points and asserting the geometry text is identical. **CAVEAT to carry with any number this produces:** it is "the deployed stack in OUR environment", not stock Mu2e Run1A — `stoppingTarget.foilTarget_supportStructure` stays false, as in every foilsflash row — [bo-foilsflash](/projects/bo-foilsflash.md) +- **LAUNCHED arm C (`ipaovrAB01`, 23:18 CDT) to isolate the +4.9% shift.** Today's Run1Bap code with the historical `tracker.inDS2Vacuum = true` + `ds2.halfLength = 3825` pair **restored** — verified to differ from arm A (`ipafix`, sob 4.10) by **exactly those two assignments**, with the Musing, `zEMCSourceInMu2e` and the IPA compensation all held identical. **Reads as a binary**: sob → ~3.90 means the override pair caused the shift; sob stays ~4.10 means Offline **v13_12_10 → v13_32_10** did. Preflight PASS with **1 overlap**, reproducing the Run1Bak/Run1Bap × override-on/off 2×2 measured earlier the same day (Run1Bap+override = 1) — a free consistency check that the arm is the geometry we think it is. **`zEMCSourceInMu2e` was eliminated without grid time**: `constructVirtualDetectors.cc:83` builds VDs from `ds->vacuumMaterial()`, so a VD is vacuum-in-vacuum and adds no material — moving one cannot change scattering or energy loss, only what is recorded, and `sob` comes from tracker `StrawGasStep` edep, not EMC_Source hits. **Method note:** `ps -fu $USER | grep -c "[g]raph.run"` returned a false **2** because the *launcher script's own command line* contains the string — the bracket trick does not save you when the pattern is in the calling script (cf. memory `feedback_campaign_liveness_pgrep`); confirm with a full `ps` listing, not a count — [bo-foilsflash](/projects/bo-foilsflash.md) +- **★★★ IPA A/B RESULT — THE DISPLACEMENT DOES NOT MATTER, AND THE 414 ROWS ARE NOT INVALIDATED BY IT. My own "physics error in every row" framing is REFUTED by measurement.** Paired A/B at the champion x (`foilsflashBASIN01_00`), same code, same seeds, same hour, one FHiCL line apart: `ipafixAB01` (IPA at its true 6901-7901) **sob 4.10, flash 1.0358e-6**; `ipa625AB01` (IPA 133.33 mm downstream) **sob 4.11, flash 1.0327e-6**. Δsob = **−0.01** — exactly one quantization step (`s_over_sqrt_b` is 2-decimal at the *harvest* level, not just leaderboard formatting: raw summary.json reads 4.1 / 4.11). Δflash = **+0.31%**, i.e. **0.12σ** against σ_flash = 2.52% @ N=100, and tighter still because the arms are paired. **Keep the fix regardless** — it is free, it restores real hardware to its real place, and it removes 3 genuine G4 overlaps (undefined navigation is a hazard on its own terms) — but it does NOT justify rebuilding the leaderboard. **The reason I gave the operator for a fresh `foilsflash` leaderboard ("those rows were taken with the absorber in the wrong place") is now measured false.** — [bo-foilsflash](/projects/bo-foilsflash.md), [bo-noise-budget](/concepts/bo-noise-budget.md) +- **★★★ BUT THE A/B EXPOSED SOMETHING BIGGER: today's runs sit ~5% ABOVE the historical champion at the identical x, and it is NOT the absorber.** Historical `foilsflashBASIN01_00` (Run1Bak): sob **3.91**, flash **1.08032e-6**. Both of today's arms (Run1Bap): sob **4.10 / 4.11**, flash **1.0358 / 1.0327e-6** — **+4.9% sob, −4.1% flash**, and the two arms agree with each other to one quantization step. A 0.195 sob shift is ~32σ on the declared `obs_noise` 0.006. Since the absorber is now measured worth ~0, the shift belongs to something else that landed in the same migration, and there are **three co-introduced candidates, none yet isolated**: (a) Offline **v13_12_10 → v13_32_10** (Run1Bak → Run1Bap); (b) removal of the `tracker.inDS2Vacuum = true` + `ds2.halfLength = 3825` override pair, which re-parents tracker/calorimeter VDs between DS2Vacuum and DS3Vacuum; (c) the added `zEMCSourceInMu2e = 5000.0` VD move. **This — not the absorber — is what would make the 414 historical rows incomparable to new ones.** Isolation is cheap (same paired-x method, one candidate per arm) and is the obvious next measurement. — [bo-foilsflash](/projects/bo-foilsflash.md), [geom-run1a-vs-run1b](/incidents/geom-run1a-vs-run1b.md) +- **LAUNCHED: IPA-position A/B on the `foilsflash` champion** (operator-approved, 15:31 CDT). Two chains at the identical champion x (`foilsflashBASIN01_00`: 112.4760 / 109.9162 / 0.063100 / 0.144736 / 0.1778 / 0.0000, sob 3.91, flash 1.08032e-6), differing in **exactly one FHiCL assignment** — verified by diffing the rendered geoms with comments stripped: `ipafixAB01` (mode `ipafix`, `distFromTargetEnd = 491.666672`, IPA at its true 6901-7901) vs `ipa625AB01` (mode `ipa625`, stock **625**, IPA at 7034-8034 — the geometry all 414 historical rows used). **Why it is a powerful test despite σ_flash = 2.52% @ N=100:** `--x-point` flash replicas are DETERMINISTIC (`mu2ejobfcl` sets `baseSeed = index+1`, see [bo-noise-budget](/concepts/bo-noise-budget.md)), so both arms fire **identical primaries** — this is a *paired* comparison and the sampling noise largely cancels, unlike the cross-config 15%-systematic caveat. **Method note worth reusing:** the arms are two throwaway JSON clone modes in `mode_specs/`, each owning its OWN leaderboard (`leaderboards/leaderboard_ab_ipa{fix,625}.tsv`), so the known-wrong arm cannot reach the production `foilsflash` GP; `require_zero_overlaps` is false on BOTH so the specs differ in one number only, and the deliberately-overlapping arm can actually launch. Preflight confirmed the contrast: **ipafix `total_hits=0`, ipa625 `total_hits=3`** (the IPA support wires ~110 mm outside `DS2Vacuum`). `tests/test_modes.py:SHIPPED_SPECS` was temporarily extended — the stray-spec guard fired correctly and was NOT weakened; **DELETE both specs + that block when the A/B lands** — [bo-foilsflash](/projects/bo-foilsflash.md) +- **IPA PLACEMENT MEASURED DIRECTLY, and the compensation is EXACT — plus one correction to the root-cause entry below.** `protonabsorber.verbosityLevel = 1` makes `constructProtonAbsorber` print `protonabs1 Z extent in Mu2e`, which is the cheapest possible ground truth for this whole class of question (G4 init only, ~40 s, no surface check). Measured: stock Run1A **6901.02–7901.02** (matches the `distFromTargetEnd = 625` comment's "6901-7901" exactly); `foilsflash` uncompensated **7034.35–8034.35**; `foilsflash` compensated **6901.02–7901.02**; `foilspf` compensated **6901.02–7901.02 at extent 400, 800 AND 1100**. So the fix is bit-identical to deployed across the entire knob range. **Correction: the absorber was NOT shortened** — it slides as a **rigid body**, length 1000.00 mm in every case, because `pabs1halflen` saturates at the `protonabsorber.halfLength = 500` cap (`MECOStyleProtonAbsorberMaker.cc:164-165`) long before the DS2/DS3 split could truncate it. The displacement is **133.33 mm**, not the 128 first recorded. Supporting constants, all now pinned: `DS2Vacuum` ends at **8339** (= `ts.rTorus` 2929 + 2×`ts5.halfLength` 625 + 2×`ds2.halfLength` 2080, `DetectorSolenoidMaker.cc:254`); `targetEnd = z_lastfoil + 5.02` — the **+5 mm** is `StoppingTargetMaker.cc:248-249`'s "generous tilt" margin, and the +0.02 is 2×`vd.halfLength`. That +5 is why an *absolute-anchor* form of the compensation would be wrong by 5 mm while the *relative* form `625 - (extent-800)/2` is exactly right: constant offsets cancel in the difference — [bo-foilsflash](/projects/bo-foilsflash.md) +- **CAN THE IPA BE DECOUPLED FROM THE TARGET IN SOURCE? Yes — 3 lines, and the coupling is a single expression.** `_target` is dereferenced at **exactly one line** of `MECOStyleProtonAbsorberMaker.cc` (`:126`); everything downstream — `targetEndToDS2End` (`:129`), `pabs1halflen` (`:164`), `pabs1ZOffset` (`:185`), the cone-taper anchor (`:212-219`) and the support-wire `ipazstart` (`:372`) — routes through `targetEnd`, so one substitution pins all of them: `const double z = _config.getDouble("protonabsorber.zStartInMu2e", 0.); if (z > 0.) targetEnd = z - distFromTargetEnd;`. Backward-compatible (absent key ⇒ stock behaviour), and the file is already inside our `GeometryService`-only sparse checkout, so it costs no extra build. **Not adopted for our campaigns**, deliberately: the config compensation is *visible in the rendered geom archived with every eval*, whereas a source patch lives in the binary — and this project has been burned twice by exactly that gap ([foilsg-grid-tarball-scalar-holeradius-fallback](/incidents/foilsg-grid-tarball-scalar-holeradius-fallback.md), [foilsflash-tarball-mode-key-omission](/incidents/foilsflash-tarball-mode-key-omission.md)). The patch is the right shape for **upstream**, not for us. Two facts that would flip the call: a **conical** IPA (`protonAbsorber_cylindrical_v03`, `OutRadius0 ≠ OutRadius1`) — Run1B's is a *cylinder* (`OutRadius0 = OutRadius1 = 300.5`), so changing `distFromTargetEnd` moves the taper anchor by only **~1 µm** and the config route is exact; and **`z0` becoming a knob** — the relative form compensates `extent` but *not* a moving `z0`. Also latent: `distFromTargetEnd` is **silently clamped to 0** if it goes negative (`:75-77`), a cliff at extent = 800 + 2×625 = **2050 mm**, i.e. 950 mm beyond the current cap — [bo-foilsflash](/projects/bo-foilsflash.md) +- **PREFLIGHT NOW FAILS ON ANY OVERLAP** for modes that can reach zero (operator directive). New REQUIRED `ModeSpec.require_zero_overlaps` (`core/modes.py`, `core/mode_json.py:_REQUIRED_PREFLIGHT`, gate at `core/bo_driver.py`): **true** for `foilsflash`/`foilspf` (Run1Bap, zero is reachable), **false** for `foils`/`foilsf`/`foilsg`/`prodtarget*` (Run1Bak carries `EMC_0_Front` unavoidably — demanding zero there fails every config and catches nothing). Required, not defaulted: a JSON mode omitting it is a load error, because a silently-lenient default is the exact failure being removed. PASS banner derives from `_overlap_banner()` so it cannot drift from the gate (the prodtarget6d banner drift is why `checks_managed_overlap` exists). Verified end-to-end: `foilsflashRUN1BAP01`, which reported PASS earlier the same day, now returns `rc=1 / verdict fail_managed / "FAIL zero-overlap policy: 3 overlap(s) in 3 volume(s)"`. Suite 407→**417** (new `tests/test_zero_overlap_policy.py` pins the verbatim G4 output of the run that wrongly passed, and asserts `IPAsupport_*` is NOT matched by `SURFACE_OVERLAP_MANAGED` — the reason it slipped through) — [bo-driver](/drivers/bo-driver.md), [tests](/drivers/tests.md) +- **★★★ ROOT CAUSE, and it is a PHYSICS BUG, not an overlap: Offline places the inner proton absorber RELATIVE to the stopping target, so our longer stacks have been dragging real in-beam material out of position in every historical row.** `MECOStyleProtonAbsorberMaker` is handed the `StoppingTarget` in its constructor (`:41`) and computes `targetEnd = target.centerInMu2e().z() + 0.5*cylinderLength + 2*vdHL` (`:126`), then places the IPA at `targetEnd + protonabsorber.distFromTargetEnd` with `distFromTargetEnd = 625` — whose own comment reads *"mu2e z positions are 6901-7901 mm"*, i.e. the IPA is **fixed hardware**. For the deployed 800 mm target the two coincide (6276+625 = 6901). For `foilsflash`'s 1066.67 mm stack the target ends 133.33 mm further back, so Offline silently shoved the absorber the same 133.33 mm downstream. That displacement is in **all 414 `foilsflash` rows**; the `IPAsupport` overlap was merely its visible symptom, and a mis-placed absorber would otherwise never have raised a warning. **Fix: compensate `distFromTargetEnd = 625 - (span - 800)/2`**, holding the absorber at its true absolute z for any stack length and returning the stock 625 exactly at span 800. `foilspf` derives it (`ipa_dist`); `foilsflash` sets 491.666672. Verified `rc=0 total_hits=0` at extent 400 / 800 / 1100 and at the `foilsflash` champion, **with the target left at its original z0=5871 in every case**. Credit: the operator rejected "the absorber got pushed" on the grounds that it is a built object at a predefined position — which is exactly right, and is what exposed the bug. **Worth raising upstream with Mu2e: placing the IPA absolutely rather than relative to the target is arguably an Offline defect for anyone varying target geometry.** +- **SUPERSEDED (same day): the z0-slide fix recorded below was BACKWARDS and has been reverted.** It moved the *stopping target* 133 mm upstream to stop it squeezing the absorber — distorting the object under study to work around a distortion in a fixed object. `foilspf`'s `z0` is a plain constant 5871 again (no `min(...)` derivation) and `foilsflash` has no `z0` override at all. Consequences of the earlier framing that were also wrong and are retracted: "the detector accommodates an 800 mm target" (800 is where the modelling convention starts displacing the absorber, not a physical limit); "both lines have been exploring past what the geometry allows"; and "zero overlaps costs search range or the leaderboard" (it costs neither — full 400-1100 retained, target never moves). A fresh `foilsflash` leaderboard IS still required, but for the opposite reason: those rows were taken with the absorber in the wrong place. +- **★★ RESOLVED — BOTH MODES NOW PREFLIGHT AT ZERO OVERLAPS.** Implemented (10D preserved, no new knob): `foilspf` gets `z0` as a **derived** value `min(z0_nominal, z_end_max - extent/2)` with `z0_nominal=5871`, `z_end_max=6271` — it returns 5871 unchanged for extent ≤ 800 (so every prior evaluation and the deployed-equivalent point render **bit-identically**) and slides upstream only past that, pinning the downstream end at the absorber wall. `foilsflash`'s envelope is FIXED (49 foils × inherited `deltaZ=22.222222` = 1066.67 mm, not a knob), so it instead gets an explicit `z0=5737.666672` putting its downstream end on the same wall — **foil spacing and the pinned-base composition are preserved; only position moves**, far less invasive than the compressed-`deltaZ` alternative. Both add `zEMCSourceInMu2e = 5000`. `foilspf` extent restored **400–1100** (full design range). Verified through the real `bo_driver preflight` under `require_zero_overlaps`: `foilspfV1100`, `foilspfV894` (the recovered `SMOKER00_00` shape), `foilsflashV01` (champion) — all `rc=0 pass, total_hits=0 baseline=0 managed=0`, plus 800/894/950 earlier. **`foilsflash` goes from 1 overlap on every one of 461 historical evals to 0.** Suite 407→**420**. COST: `foilsflash`'s 133 mm upstream slide is a real physics change → its 414 rows are no longer comparable, fresh leaderboard required. `foilspf` is unchanged below extent 800, so its single row survives — [bo-foilsflash](/projects/bo-foilsflash.md) +- **`hasVirtualDetector=false` is NOT an option — the VD system is structurally load-bearing for this pipeline.** Our own `epilog_1b.fcl` sets `enableSD: [..., "virtualdetector", ...]`, and BOTH resamplers wire through it: `MuBeamResampler.fcl:109` / `EleBeamResampler.fcl:78` set `g4run.SDConfig.preSimulatedHits: ["beamResampler:virtualdetector"]` — beam resampling works by replaying particles recorded at VD planes. Disabling VDs would strip the volumes that SD attaches to while `enableSD` still names it. **Moving one VD is safe (SD, collection and wiring all untouched); disabling the system is not.** `ST_In`/`ST_Out` are unread by us and unreferenced in Production FCLs, but harmless — they are placed at `targetOffset ± (vdHL + cylinderLength/2)`, i.e. they TRACK the target and can never become a fixed wall the way `EMC_Source` did. (The `ST_Outer`/`ST_Front`/`ST_Back` entries in reco prologs are KinKal sampling surfaces, a different mechanism — do not confuse them.) +- noted **the 1100 ceiling was never a physics number** — the design spec set it from the `EMC_Source` wall ("the upstream edge reaches that detector at extent ≈ 1142"), the exact wall since moved. Corridor now allows **1271** (6271−5000). KEPT at 1100 deliberately: it brackets `foilsflash`'s fixed 1066.67 mm envelope (preserving cross-line comparability), the only interesting result so far sits at 894, and widening a 10D box with ~20 evals/campaign thins coverage everywhere. **Trigger to revisit: a campaign pinning `extent` against 1100.** Also worth weighing before restarting `foilsflash`: `foilspf` now covers 400–1100 freely, so it **subsumes `foilsflash` geometrically** — the remaining distinction is parameterisation (37 pinned + 12 free, 6D vs 49 foils via 3 profiles, 10D), not reachable geometry. +- **★ GOING BEYOND 800 mm WITH ZERO OVERLAPS IS SOLVED — the 800 cap was an artifact of WHERE we centre the stack, not a real limit.** The squeeze is purely **downstream** (the proton absorber is sized into `vac_zLocDs23Split() - targetEnd`), but `foilspf` pinned the stack CENTRE at `z0=5871`, so every extra mm pushed the downstream end into the absorber while ~150 mm of upstream room sat unused. Two independent walls, measured: + | wall | z | what it is | avoidable? | + |---|---|---|---| + | downstream | ≈6271 | proton absorber + its support wires — **real material** | yes: grow upstream, don't move `targetEnd` | + | upstream | 5300 | `VirtualDetector_EMC_Source` — **20 µm of DS vacuum, zero mass** | yes: `zEMCSourceInMu2e` is a plain config knob | + Measurements (all Run1Bap, both legacy overrides dropped, rOut=120 corner): + | z0 | extent | `zEMCSourceInMu2e` | overlaps | + |---|---|---|---| + | 5871 (centre-pinned) | 800 | 5300 | 0 | + | 5871 | 900 / 1000 / 1100 | 5300 | 3 (`IPAsupport_set2_wire*`) | + | **5785.5 (corridor-centred)** | **900 and 950** | 5300 | **0** | + | 5721 (downstream-anchored) | 1100 | 5300 | 1 (`EMC_Source` only — IPA problem GONE) | + | **5721 / 5771** | **1100 / 1000** | **5000** | **0** | + **Tier 1 (no detector change at all): re-centre `z0` 5871 → ~5785.5 and extent reaches ~950** — +19% over the cap, and it recovers `foilspfSMOKER00_00` (extent 894.2, flash 4.809e-07), the best result the line has produced. **Tier 2 (move a VD we never read): extent reaches 1100.** `zEMCSourceInMu2e` / `zEMCSource2InMu2e` / `zEMC0Front` are all `c.getDouble(..., default)` at `VirtualDetectorMaker.cc:189-203` — one geom line, no source patch. Safe because VDs are built from `ds->vacuumMaterial()` at `vd.halfLength=0.01` (identical material to their surroundings → zero physics effect) AND **none of our four stages read virtual detectors** — only `pot_only` (prodtarget family) instantiates `ReadVirtualDetector`; foils-family metrics come from tracker `StrawGasStep` edep + EdepAna. Caveat: `z0` is a genuine physics parameter (moving the target upstream shifts the stopping distribution vs the tracker), so re-centring is a design change, not free — and it arguably deserves to be an 11th KNOB so the optimizer can trade position against length inside the corridor. +- **HOW TO FIX THE IPA OVERLAP — superseded by the entry above for the >800 case; still the correct account for a CENTRE-PINNED stack.** Exact mechanism: `ds2.halfLength` defaults to **2080** (`Mu2eG4/geom/DetectorSolenoid_v04.txt:284`, reached via `_v05`), so `DS2Vacuum` ends at local z=2080; the IPA support wire reaches local z=**2190.63**, overshooting by **110.63 mm** — precisely the "by 11.063 cm" G4 reports. It is **axial** (wire out the downstream END of its mother), not radial. Every alternative to shortening the target was tested and rejected: + | approach | result | + |---|---| + | `ds2.halfLength=3825` (the retired override) | 1 overlap — trades IPA wires for `EMC_0_Front` | + | `ds2.halfLength=2250` | **rc=134 fatal**, `TrackerMother` + 3 `VirtualDetector_TT_*` — DS2 swallows the tracker (BOTH modes) | + | `ds2.halfLength=2200` | **rc=134 fatal, both modes** — same `TrackerMother` + TT signature. The wire needs ≥2190.63 and 2200 already hits the tracker, so the viable window is `[2190.63, 2200)`: **under 10 mm wide, and the one value tested inside it is fatal. The DS2 route is CLOSED, not merely fragile.** | + | `protonabsorber.distFromTargetEnd` (=625) | would buy room but reshapes real in-beam material to silence a geometry warning; needs Mu2e-side input, not a config guess | + | **target ≤ 800 mm** | **0 overlaps, verified at 3 `foilspf` corners** | + The load-bearing surprise: **the tracker sits within 170 mm of DS2's default downstream end**, so there is almost no room to extend DS2 at all. The old `3825` override worked only because it ALSO moved the tracker into DS2 (`inDS2Vacuum=true`) — which is why the pair is inseparable, and why a "right-sized" 120 mm extension is not available. +- **`foilspf` extent capped 1100 → 800** (`mode_specs/foilspf.json`, rationale in the mode `note`). Verified through the real `bo_driver preflight` under the new strict gate at three corners — `Z800hi` (extent 800, rOut 120), `Z400lo` (extent 400, rOut 50, f 0.95), `Z800mix` (SMOKE shape at the cap) — all `rc=0 pass, total_hits=0`. Cost recorded in the spec: this **excludes `foilspfSMOKER00_00`** (extent 894.2, flash 4.809e-07), the best result the line has produced. +- measured **`foilsflash` CAN reach zero overlaps only by compressing its 49 foils into the 800 mm envelope** (`stoppingTarget.deltaZ = 16.666667` vs the inherited 22.222222): measured **0 overlaps** at the `BASIN01_00` champion. NOT applied — it moves the 37 "pinned deployed base" foils off deployed spacing, so the base is no longer the deployed target, the line stops being what it is, and the 414 rows stop being comparable. Operator decision pending; until then the strict gate blocks the line (every point fails preflight), which is the safe state. +- measured **the zero-overlap boundary is a target length of ~800 mm — exactly the deployed stack** (`foilspf`, Run1Bap, both overrides dropped, rOut=120 corner): extent 800 (z_end 6271) → **0**; 850 (6296) → **1** (`IPAsupport_set2_wire3`); 900 (6321) → **3**; 1000/1100 → 3. `foilsflash`'s 49 foils at the inherited `deltaZ=22.222222` span 1066.7 mm, past the wall at every point. Root cause is a design coincidence worth knowing: `protonabsorber.distFromTargetEnd = 625` places the absorber at its documented `z = 6901-7901` **precisely when the target ends at z≈6276**, i.e. the deployed 800 mm stack — the surrounding detector is built around that length, and our lines have been running past it since inception. **Consequences of enforcing zero: (a) `foilspf`'s best result to date, `foilspfSMOKER00_00` (extent 894.2, flash 4.809e-07, 19.8% below the 414-eval floor) falls inside the forbidden region; (b) `foilsflash` cannot pass preflight at ANY point without compressed foil spacing + a fresh leaderboard.** Escape routes: `ds2.halfLength` is ruled out (matched pair with `inDS2Vacuum`, drags the tracker into DS2 → rc=134); `protonabsorber.distFromTargetEnd` could buy room but reshapes real in-beam material and needs Mu2e-side input, not a config guess — [bo-foilsflash](/projects/bo-foilsflash.md), [bo-foilspf](/projects/bo-foilspf.md) +- **CORRECTION to the adoption entry below (measured 2026-07-28, same day): dropping the override is NOT clean across the search space, and the two settings are NOT separable.** Two claims made earlier today are refuted by measurement: + 1. *"first foils-family config to surface-check clean"* — true only at the ONE point tested (`foilspf` extent=800, z_end 6271). At the extent **ceiling** 1100 (z_end 6421) the same config reports **3** overlaps (`IPAsupport_set2_wire1/2/3`). `foilsflash`'s 49 foils at the base `deltaZ=22.222222` span 1066.7 mm (z_end 6404) and likewise report **3**, vs **1** for all 461 historical evals. So the migration as applied is a REGRESSION for `foilsflash` (1→3) and only conditionally clean for `foilspf`. + 2. *"`inDS2Vacuum` and `ds2.halfLength` do unrelated jobs"* — false. Keeping `ds2.halfLength=3825` while dropping `tracker.inDS2Vacuum` gives **6 overlaps + rc=134 core dump** (`TrackerMother` + 5 `VirtualDetector_TT_*`): the extended DS2 swallows a tracker that now lives in DS3. They are a matched pair and must move together. + - **Mechanism (the real one).** `MECOStyleProtonAbsorberMaker.cc:124-129,164` sizes the proton absorber into the gap between the target's downstream end and the DS2/DS3 split: `targetEnd = target.centerInMu2e().z() + 0.5*cylinderLength + 2*vdHL`; `targetEndToDS2End = ds.vac_zLocDs23Split() - targetEnd`; `pabs1halflen = (targetEndToDS2End - distFromTargetEnd)*0.5`. A longer target pushes `targetEnd` downstream and squeezes the absorber until its support wires no longer fit inside `DS2Vacuum`. `ds2.halfLength=3825` was buying that headroom — it is NOT a bug workaround. Threshold sits between z_end 6271 (clean) and 6404 (3 overlaps). + - **Consequence: the overlap is KNOB-DEPENDENT**, so the preflight's managed-vs-baseline whitelist (`bo_driver.py:1607`, matches only `StoppingTargetFoil_*` / `ProductionTarget*`) misfiles it as "known stock-geometry ... ignored" and returns PASS. `foilsflashRUN1BAP01` introduced 3 never-before-seen overlaps and still passed. Proposed guard: fail when the baseline count DIFFERS from the line's established constant (`foilsflash` = 1 for 461 consecutive evals) rather than only on managed hits. + - Historical baseline, from all 462 `bo_work/preflight/foilsflash/*.log`: **461 → exactly 1 overlap, always `VirtualDetector_EMC_0_Front`**; the single 3-overlap log is today's `foilsflashRUN1BAP01`. The overlap was a true constant of the line, so the 414 leaderboard rows are mutually comparable. +- **ADOPTED Run1Bap for both JSON modes** (operator decision): `foilsflash` + `foilspf` `software.musing` → `/exp/mu2e/app/users/oksuzian/Offline_run1bap_partial/setup_local.sh`, `grid_tarball` → `Code_run1bap_holeradii.tar.bz2` (**15 MB, down from 677 MB** — the partial build ships 2 libs instead of 529 rebuilt-but-unchanged ones), and the `tracker.inDS2Vacuum=true` / `ds2.halfLength=3825` pair **deleted** from both geometries. Validated end-to-end, not just edited: production `bo_driver preflight` PASS for `foilspf` at the corner_hi extreme (`total_hits=0 unique_volumes=0 baseline=0 managed=0`, 49 foils verified against as-built GDML) — the first foils-family config in this project's history to surface-check with **zero** overlaps. Suite 407/407. Goldens `tests/fixtures/golden_geom/foilsflash_*.txt` and `tests/fixtures/modes/foilsflash.json` updated by the **same minimal two-line deletion**, deliberately NOT regenerated (regenerating from the JSON would turn parity into a tautology comparing the JSON to itself — see [tests](/drivers/tests.md)). Python modes `foils`/`foilsf`/`foilsg` deliberately left on Run1Bak, where the override is still mandatory — **the foils family is now split across two Musings**. OPEN: `leaderboard_bo_foilsflash.tsv` holds 414 Run1Bak rows; appending Run1Bap rows would mix baselines in the GP training set (same failure class as the 7 poison rows) — archive-and-restart vs a baseline column is undecided, so **nothing has been launched** — [bo-foilsflash](/projects/bo-foilsflash.md), [muse-backing-pattern](/external/muse-backing-pattern.md) +- measured **the three remaining "overlap-suppression" overrides are also unnecessary under Run1Bap**, but were LEFT IN PLACE. Dropping `ds.hasServicePipes=false` + `stoppingTarget.foilTarget_supportStructure=false` + `ds.lengthRail2/3=0.1` on top of the migration gives **0 overlaps with 10,532 volumes checked, vs 0 with 10,373** — i.e. 159 volumes currently deleted from the simulation could be restored at no overlap cost. Not done unprompted because all three **remove material** — the 111 foil support wires sit directly on the stopping target, and muon stopping + beam flash are exactly what this line measures. Restoring them makes the geometry more faithful but is a larger expected physics shift than the VD reparenting. Recorded so a future session does not re-derive it — [bo-foilsflash](/projects/bo-foilsflash.md) +- updated **the holeRadii patch is REBUILT against SimJob/Run1Bap** (p101, Offline v13_32_10) at `/exp/mu2e/app/users/oksuzian/Offline_run1bap_partial`, via an **mgit-style partial checkout + backing build** — `GeometryService` only: **2 libs, 26 s, 178 MB**, vs 535 libs / 11 min / 3.8 GB for the full-tree build (also kept, at `Offline_run1bap`, for the A/B). Both produce identical surface-check results, so the partial is what should ship: it sends ONE library to the grid instead of 529 we rebuilt but never changed, which also cuts the `Code.tar.bz2` footprint behind [data-quota-exhausted-grid-accumulation](/incidents/data-quota-exhausted-grid-accumulation.md). `StoppingTargetMaker.{cc,hh}` are **byte-identical** between v13_12_10 and v13_32_10, so the patch applied with zero adaptation; recipe frozen at `Offline_run1bap_partial/rebuild.sh` — [muse-backing-pattern](/external/muse-backing-pattern.md) +- recorded **why `mgit init` cannot be used for a tag-pinned backing** (and the one-line substitute). `mg_init` never consults the backing — 0 occurrences of "backing" inside the function, vs 10 in `mg_status` — it always does `git checkout --no-track -b mgit_init_branch mu2e/main`. Offline main HEAD advertises `ENVSET p103`; Run1Bap only ships `al9-{prof,debug}-e29-p101`, so `muse setup` stops at "backing build area missing required build" (same shape as the p094-vs-p095 loss of 2026-05-17, new numbers). It is structural, not an oversight: `MUSE_BACKING` is set by `muse setup`, which runs AFTER mgit — which is also why `mgit status` refuses to run before setup. Substitute: clone the backing's tag and write mgit's only real output by hand — `git config core.sparsecheckout true` + `printf "/.muse\n/.gitignore\n/\n" > .git/info/sparse-checkout` + `git read-tree --reset -u HEAD`. Then plain `muse setup` derives p101 with **no `-q` needed** — [muse-backing-pattern](/external/muse-backing-pattern.md) +- **OVERTURNED the "Run1Bap fixes our overlaps" claim** recorded 2026-07-27 in the foilspf design spec. That probe was stock-vs-stock and does NOT transfer to our geometry. Measured 2×2 on `foilspf` corner_hi, patched `GeometryService` in all four cells: Run1Bak+override **1** overlap rc=0; Run1Bap+override **1** rc=0 (bit-identical — same log line, same pair, same 11.7059 cm, same 937 cases); Run1Bak−override **6** incl. `TT_MidInner`, **rc=134 core dumped**; Run1Bap−override **0**, rc=0. Mechanism: v13_32_10 changed `constructVirtualDetectors.cc:502,792,840,889,940` from `isDumbbell` to `!tracker.inDS2Vacuum`; with our `inDS2Vacuum=true` both evaluate false, so **our own override pins us to the pre-fix branch** and the upstream fix only bites when the flag is unset. Row 3 independently reproduces [geom-run1a-vs-run1b](/incidents/geom-run1a-vs-run1b.md). Net: **Run1Bap subsumes our hand-maintained TT_MidInner workaround**, but migrating while KEEPING the override is geometrically a no-op — so overlaps are not a reason to hurry adoption. Dropping the override is a physics change owing an A/B, not hygiene: `Mu2eWorld.cc:346-347` uses it to pick the tracker's mother volume (`DS2Vacuum` vs `DS3Vacuum`), and tracker `StrawGasStep` edep IS the objective — [bo-foilsflash](/projects/bo-foilsflash.md), [geom-run1a-vs-run1b](/incidents/geom-run1a-vs-run1b.md) + +## 2026-07-27 + +- updated launched **foilsflash25** — the first PRODUCTION campaign to run the line as a pure JSON mode (`mode_specs/foilsflash.json`; no `FoilsFlashMode` class exists). `--picker hybrid --q 10 --rolling --max-evals 20`, PID 2380679, checkpoint `/tmp/oksuzian/foilsflash25`, log `graph_data/foilsflash25_parent.log`, elebeam default 100 (no `ELEBEAM_NJOBS` override). Settings match [foilsflash23](/projects/bo-foilsflash.md) so the two are directly comparable: same picker, same q, same rolling budget, same GP with `obs_noise=(0.006, 0.01)` → `train_Yvar`. **What is new is the plumbing, not the search** — the ModeSpec is now loaded from JSON at import (`STAGES` and geometry proved byte-identical to the retired Python mode before deletion), so this campaign is also the production soak of `presubmit_after: {mubeam: [elebeam_flash]}` and the JSON-sourced `stage_tuning`. Pre-launch dry-run confirmed 10 diverse picks at 394 rows before any grid spend; kerberos valid to 07/28 00:04 + bearer token 12 min old at launch, and the parent re-renewed both at r0. **COMPLETE 20/20, 0 fail, clean `rolling_done` exit (leaderboard 394→414):** 20/20 preflight PASS, 20/20 rows, no `zero_rows`, no barrier timeout, no orphans — the JSON-only mode carried a full-width rolling campaign end-to-end, and first-row wall was 3h15m, consistent with the `presubmit_after` overlap working in production. Science: sob [1.62, 3.76], flash [6.163e-07, 1.029e-06]; **two Pareto additions** — `R00_09` (3.50 / 6.457e-07, beats `foilsflash12R00_09` 3.52/6.578e-07 by 1.8% flash at equal sob) and `R00_07` (3.29 / 6.163e-07). **NO new champion; `foilsflashBASIN01_00` 3.91 / 1.08e-06 stands.** Against ff23 at identical settings the sob distribution lifted (19/20 above 2.96 vs ff23's floor of 2.29; ceiling 3.76 vs 3.57) at the same flash floor — the denser high-sob basin buys fewer wasted low-sob evals, not a higher peak — [closed-loop-runner](/drivers/closed-loop-runner.md), [bo-foilsflash](/projects/bo-foilsflash.md) +- updated **the 3.91 ceiling has now survived two consecutive picker-driven campaigns** (ff23 `hybrid`, ff25 `hybrid`) on the noise-fixed GP with a basin-dense leaderboard. Both explored the front productively and neither approached the champion. Per [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) the prescribed response is NOT another acquisition-driven campaign but the end-of-campaign checklist — a corner-picker round plus sibling-champion transplant probes. Recorded so a future session does not spend another ~4 days of grid re-confirming the same ceiling. The still-productive direction under the current picker is the **flash axis at fixed sob**, where ff25 did advance the front — [bo-foilsflash](/projects/bo-foilsflash.md), [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) + +## 2026-07-26 + +- created [no-run1b-substitution-poisons-flash-modes](/incidents/no-run1b-substitution-poisons-flash-modes.md) — retiring the Python `FoilsFlashMode` exposed that its `SystemExit` on missing flash had been **invisibly carrying a safety guarantee**: `cmd_evaluate` coerces an unresolved 2nd objective to `0.0` under `AUTORESEARCH_NO_RUN1B=1` for EVERY mode, though only a chain containing `run1b_mubeam` (the stage qlnei drops) earns that. foilsflash has no such stage, so a fail-soft elebeam + qlnei would have appended a fake zero-flash row at good sob — the 7-poison-row class of 2026-07-10 — into the live 392-row leaderboard. Every test still passed after the deletion. Fixed by deriving the condition from the mode's own `grid_stages` rather than a mode-name list. **General lesson: a guarantee implemented as "some other code path raises first" is invisible to the code that depends on it, and disappears silently when that path is refactored away.** +- retired the Python **foilsflash** mode: the line is now defined entirely by `mode_specs/foilsflash.json` (`b361e09`). Deleted `FoilsFlashMode` (~58 lines), its `ModeSpec` entry, and the hardcoded `AUTORESEARCH_MODE == "foilsflash"` tuning block in `core/pipeline.py` — which had been a **second mechanism writing the same three stage tunings**, silently losing to the generic `_apply_stage_tuning` that ran later (so editing the Python block did nothing). Non-regression proved, not asserted: STAGES byte-identical before/after (captured from the pre-retirement tree and diffed), geometry identical at all 4 sample points, leaderboard carried over intact at 392 rows / best sob 3.91. Grid-validated FIRST by `ffjson01` (JSON clone, isolated leaderboard, 2 rows with non-zero flash, 49-foil segmented geometry, poison pill intact). Two lockstep tables (`PYTHON_MODE_LEADERBOARDS`, `PYTHON_MODE_NAMES`) now DERIVE their mode lists from the live registry — a stale entry in the first had locked the JSON replacement out of the very leaderboard it was meant to inherit. Suite 381→388 — [bo-foilsflash](/projects/bo-foilsflash.md) +- established the **frozen-golden oracle** pattern (`1fcbbfb`): the JSON-vs-Python parity test compared against a LIVE `MODES[name]._geom_text`, so retiring a Python mode would delete the oracle along with the thing it verifies. All 8 `SAMPLE_X` renders are now captured to `tests/fixtures/golden_geom/` and verified green BEFORE any deletion (which is what makes them trustworthy — proven equal, not asserted). `tools/capture_golden_geom.py` re-captures and **refuses** to regenerate a mode with no Python renderer, since doing so would rebuild the golden from the JSON spec and turn parity into a tautology comparing the JSON to itself — [tests](/drivers/tests.md) +- superseded the elebeam_flash parallelization verdict: the page ended at v1's **"⚠️ OVERTURNED — DO NOT USE / Recommendation: REVERT"** (2026-07-02, at-preflight variant, 2,000-job burst → elebeam 4-5× slower) and **never recorded that v2 SHIPPED 2026-07-10 and worked** — so a reader would conclude the overlap was disabled when it is live in production. v2 applied BOTH of v1's own retry conditions: elebeam njobs 200→100 (2026-07-09) and presubmit fired when **mubeam completes** rather than at preflight, spreading q=10 children's submits over their mubeam finish times. Measured −40% eval wall (ff12 median 214 min vs 5.4 h) at ~half the grid footprint; re-verified 2026-07-26 by the ORDERING test on cluster-file mtimes (elebeam +92/94/96 min vs mustops_ce +100/105/108 across ff18R00_02, ff14R01_02, ff18R02_00). Mechanism moved to a `ModeSpec` field (`presubmit_after`), so v1's `node_presubmit_parallel` / `PRESUBMIT_STAGES_BY_MODE` / `presubmit_parallel` / `build.py` edge are all **0 greps** — any mode, incl. JSON-defined, can now declare an overlap with no `graph/` edit. Lesson recorded: the v1 revert disproved *an unthrottled simultaneous burst*, NOT independent-stage overlap itself. Flagged: the seam has **no behavioral test** (`PRESUBMIT_AFTER`/`presubmit_stage` = 0 matches in `tests/`) — [closed-loop-runner](/drivers/closed-loop-runner.md) + +## 2026-07-25 + +- updated finished the grid-disk reclaim: deleted the **1271 orphaned `Code/` trees (687.5 GB, 3.58M files)** and then the **229 stranded local tarballs (151.4 GB)** that the scratch reroute left unreachable. **Quota 1313 GB (66%) → 384 GB (19%)**, ~929 GB total. Both passes were shape-verified before deleting (every path matched `//Code`, or `/Code.*.tar.bz2` / `//cnf.*.tar`), and all science data survives: 599 `summary.json`, 402 `elebeam_flash_outputs.txt`, 665 config dirs, 3 base tarballs in `autoresearch_muse/`. NOTE for future cleanups: `rm -rf` is blocked by the Claude-Code permission classifier; `find … -delete` is the form that works — [data-quota-exhausted-grid-accumulation](/incidents/data-quota-exhausted-grid-accumulation.md) + +## 2026-07-24 + +- updated **REVERSAL — the "don't reroute build tars to /pnfs, just delete them" rule was wrong, and is now implemented the other way.** The 2026-07-01 note rejected rerouting on the premise "/pnfs is tape-backed dCache — a bad target for build tars"; that conflated `/pnfs/mu2e/tape` with **`/pnfs/mu2e/scratch`, which is disk-only and LRU-purged**. Measured instead: scratch retention **≈5-8 weeks** (our own outstage: content intact at 36 d, partial at 2 mo) vs a **<24 h** cluster lifetime, so eviction-while-queued is not a real risk; dCache takes **sequential writes at 415 MB/s** and refuses only random-access writes (EPERM); and `mu2ejobdef` writes exactly that pattern — `sysopen(O_CREAT|O_EXCL|O_WRONLY)` + one `Archive::Tar->write`, deliberately avoiding `tar --append` — with a first-class **`--outdir`** flag. `mu2ejobfcl`/`mu2ejobsub` take an absolute `/pnfs` `--jobdef` (both go through `mu2egrid::find_file`→`abs_path`). **Both ~677 MB blobs now write to scratch**, cutting steady-state /exp cost from **~2.7 GB/eval to ~10 MB/eval** with no pruning hook; the unpack `Code/` tree stays local because dCache is bad at many-small-files. Verified by a real `submit --dry-run` on a throwaway config — [data-quota-exhausted-grid-accumulation](/incidents/data-quota-exhausted-grid-accumulation.md), `core/pipeline.py` (`_bind_config` PNFS_ROOT, `write_code_tarball`, `submit_stage`) +- updated found the **687.5 GB / 1271 orphaned unpacked `Code/` trees (3.58M files)** that every prior disk census had missed — they were invisible because the censuses counted `*.tar*` files, which is why 2026-07-01's "579 GB of tarballs" never reconciled with the 1.16 TB actually on disk. Root cause: `write_code_tarball` unpacked `Code/` into the stage dir and never removed it (the `rmtree` at the top of the function only fires on a *repeat* call to the same stage). **Already fixed 2026-07-10** at `core/pipeline.py:545` — mtimes confirm it: no orphan tree is newer than 2026-07-10 07:27, so the whole backlog is pre-fix debris — [data-quota-exhausted-grid-accumulation](/incidents/data-quota-exhausted-grid-accumulation.md) +- updated launched **foilsflash23** — first REGULAR (picker-driven) multi-objective campaign since the `train_Yvar` noise fix + BASIN01 basin enrichment. `--picker hybrid --q 10 --rolling --max-evals 20`, PID 2033527, checkpoint `/tmp/oksuzian/foilsflash23`, elebeam default 100. Runs on the noise-fixed GP with a leaderboard now dense in the high-S/√B basin (BASIN01 20-pt scan + C400 confirmations). Kerberos was ~10 min from expiry at launch — renewed non-interactively via `kinit -R` (ticket was renewable to 07/27) + fresh bearer token, so no mid-run expiry risk. **COMPLETE 20/20, 0 fail (rolling_done clean):** explored the moderate-sob / low-flash front breadth (sob [2.29, 3.57], flash [0.618, 1.274]e-6, best sob **3.57**) — **NO new high-sob champion; the 3.90 ceiling + `_11` stand.** Expected multi-obj behaviour: qNEHVI works the under-characterized front regions, not the already-dense BASIN01 basin. Only marginal low-flash refinement (R00_08 3.34/0.618 edges ff11R00_07 3.31/0.626, within noise). Confirms the workflow explores the front well but doesn't overturn a mapped optimum — [closed-loop-runner](/drivers/closed-loop-runner.md), [bo-foilsflash](/projects/bo-foilsflash.md) +- updated grid-disk cleanup: reclaimed **~640 GB** (1066 post-run `cnf.*.tar` jobdef tarballs + 5 ff19 dead dirs), quota **95%→63%**; guarded delete (every match verified as `cnf.*.tar`), and the cloud/harvest data (`summary.json` + `*_outputs.txt`) preserved so the map generator still works — [data-quota-exhausted-grid-accumulation](/incidents/data-quota-exhausted-grid-accumulation.md) + +## 2026-07-23 + +- updated **foilsflashC400 CONFIRMS `_11`'s flash edge — real but right-sized (7.6%→5.8%, ~3.2σ) at 400 seeds/point**. Re-ran `_11` + champion (SOBX01 geometry) at `AUTORESEARCH_ELEBEAM_NJOBS=400` (the existing knob — **NO code change**). Result: `_11` flash **1.00184e-6** (363 jobs) vs champion **1.06400e-6** (400 jobs) → edge **5.8%** vs ~1.8% comparison noise ⇒ **~3.2σ, CONFIRMED**; `_11` sob 3.89 ≈ champion 3.90 (within the 15-job sob noise). The 100-job estimate (7.6%) was **inflated by favorable fluctuations in BOTH points** (`_11` low 0.998, champion high 1.080; true 1.002 / 1.064). **KEY MECHANISM (probed via `mu2ejobfcl --index N`):** each grid job's effective seed is `baseSeed = job_index + 1` (indices 0–99 → baseSeeds 1–100; `mu2ejobfcl` OVERRIDES the template's pinned `baseSeed:1` per-index). So a same-`--x-point` re-run repeats indices 0–99 → identical seeds → **bit-identical flash** — the CONF01 "replica" campaign (3× `_11`) added ZERO independent statistics, proving flash replicas via `--x-point` are deterministic. The √N lever is **MORE JOBS** (more indices = more seeds), never `--x-point` replicas. `_11` is a CONFIRMED better operating point: ≈champion sob at ~5.8% less flash — [bo-noise-budget](/concepts/bo-noise-budget.md), [bo-foilsflash](/projects/bo-foilsflash.md) +- updated **foilsflashBASIN01 COMPLETE (20/20, 0 broken) — 3.90 is a real, reproducible local ceiling AND the scan found a Pareto-better operating point**. The anchor `_00` (exact `foilsflashSOBX01` replicate) came back sob **3.91 / flash 1.080e-6**, matching the transplanted champion on BOTH axes (3.90 sob, 1.081e-6 flash) → the 3.90 champion is genuine and reproduces on this line's own pipeline at defaults, not a cross-line artifact. Across 20 dense basin points sob spans **[3.73, 3.91]** with NO point beating the champion — a broad plateau, no hidden higher peak. This validates the [TuRBO-review](/concepts/ml-stack-review-2026-07.md) verdict end-to-end: the workflow did not need a new picker to "find" 3.90 (it's confirmed), and the plateau means a local-box refinement picker would only re-find the same ceiling — so **no picker is built**. The actual prize is a robust flash-reduction lever AT the ceiling: multiple ≥3.90-sob geometries cut flash 5–8% below the champion. Pareto front (max sob, min flash): **`_00` 3.91/1.080 → `_11` 3.90/0.999 (dominates the champion — equal sob, ~7% less flash) → `_09` 3.87/0.971 (lowest flash)**. `_11` is a better operating point than the deployed champion; its ~7% flash edge is ~2–3σ at default `elebeam=100`, so the next step is a full-precision replicate of `_11` (and `_09`) to confirm before treating it as a deployment candidate — [bo-foilsflash](/projects/bo-foilsflash.md), [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md) + +## 2026-07-22 + +- created **TuRBO trust-region picker proposal REVIEWED and REJECTED** — a 4-agent fan-out (literature fidelity / codebase integration / stateless-L correctness / problem-fit) unanimously refuted building full TuRBO for foilsflash. (1) **Dimension-misapplied**: TuRBO targets d≈12–200 global-GP failure; at d=6 a global GP+qNEHVI is already adequate (the paper's own 6D Hartmann is labeled "easy"; Hvarfner et al. 2024 shows global BO competitive even in genuine high-D). (2) At 10–20 noisy batch rounds the adaptive-L machinery never engages (canonical τ_fail=⌈d/q⌉=1, not the proposal's fixed 3) → full TuRBO degenerates into a fixed local box anyway. (3) The "stateless-L from the leaderboard" idea is fatally contaminated — the 344-row TSV is 25 separate campaigns/pickers (none TuRBO), round-`00` is shared by 19 campaigns, and folding `foilsflashSOBX01`=3.90 in as the seed incumbent makes every later round score a failure → L collapses to the floor deterministically. (4) Integration blocker: botorch 0.18.1 `SingleTaskGP` is a bare `RBFKernel` (Hvarfner dim-scaled), so `covar_module.base_kernel.lengthscale` throws — correct path `covar_module.lengthscale[0,0,:]` — and the dim-scaled prior inflates normalized lengthscales to ≈10, making anisotropic stretching a near-no-op. The "explores away from the 3.90 champion" symptom is NOT the high-D disease: it's the now-fixed noise mis-spec plus a sparse lone-transplant basin (champion `hT_up` bin has n=1). Surviving idea: acquisition-in-a-restricted-box is a legitimate variant (BoTorch tutorial `acqf="ei"`; MORBO for the HV case), reduced to a possible **fixed local-box picker** only if the basin-seed test below stalls — [ml-stack-review-2026-07](/concepts/ml-stack-review-2026-07.md), [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md), [bo-foilsflash](/projects/bo-foilsflash.md) +- created launched **foilsflashBASIN01** — a 20-point basin-densification scan (the review's root-cause fix) testing whether the noise-fixed GP + dense local coverage reaches/confirms sob=3.90 with zero new code. 20 forced-x-point `graph.run` children at DEFAULTS (mubeam 15 / mustops_ce 15 / elebeam_flash 100, ~126 jobs each, ~54 GB total), staggered 75 s, per-child checkpoint dir `/tmp/oksuzian/foilsflashBASIN01_NN`. Point `_00` = exact `foilsflashSOBX01` replicate (112.476, 109.916, 0.0631, 0.14474, 0.1778, 0.0 — reproducibility check: does 3.90 hold on THIS line with flash measured at defaults?); `_01`–`_19` = seeded Sobol fill of the basin box (rOut∈[90,135], hT_up∈[0.02,0.12], hT_dn∈[0.10,0.19], f_up∈[0.10,0.26], f_dn∈[0,0.06]). Doubles as the live test of the fixed-local-box idea before writing any picker — [bo-foilsflash](/projects/bo-foilsflash.md), [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md) + + ## 2026-07-21 +- created launched **foilsflash22** — the LIVE validation of the `train_Yvar` fix (commit 240586d). `--picker qlnei --q 10 --rolling --max-evals 20`, PID 3481088, checkpoint `/tmp/oksuzian/foilsflash22`, log `foilsflash22_parent.log`. Picker choice is load-bearing: `qlnei` optimizes expected-improvement (variance-aware) so it **self-corrects the 4.06 far-corner mirage** — `pareto_sob` (posterior-mean argmax) would fixate on it. On foilsflash `qlnei` gives sob-only acquisition but every row still lands a real flash measurement (NO_RUN1B is a no-op on the concat-less chain — [qlnei-sob-only-picker](/concepts/qlnei-sob-only-picker.md)). Dry-run confirmed the batch behaviour BEFORE spending grid: 10 diverse picks, exactly one at the mirage corner (predicted 4.076 but lowest sd 0.133 → EI ranks it LAST). Every pick has model-justified upside >3.90; the campaign explores for a NEW >3.90 rather than re-confirming the champion. Success = an independent row ≥3.88 (prior optimizer best 3.86); if wave 1 comes back <3.86 the signal is to seed the champion basin (approach B) — [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md), [bo-foilsflash](/projects/bo-foilsflash.md) - created **the foilsflash line could not reach its own best point, and the cause was the GP's noise model** — investigated with a 4-agent fan-out (GP posterior / picker code path / SOBX01 provenance / landscape). `_fit_gp` built `SingleTaskGP` with no `train_Yvar`, so noise was a free MLL hyperparameter; on the 324-row history it fit **σ(sob)=0.0507 against a replicate-measured 0.0051** (12×), shrinking `foilsflashSOBX01`'s observed 3.90 to a predicted **3.787 and ranking it 16th of 324** while *lifting* mediocre rows — four of the ten geometries `pareto_sob` chose had a higher posterior mean than the champion. The picker was correct; the surface was wrong. FIXED: `ModeSpec.obs_noise` (per-axis absolute σ, foils family; ProdTarget explicitly None) → `train_Yvar`; SOBX01 returns to **rank 0** and the top-5 posterior order reproduces the observed leaderboard order. Robust for any σ in 0.005–0.02, so the exact value is low-stakes. Reframing fact: 3.90 was never unreachable — the sibling [bo-foils](/projects/bo-foils.md) line has **60/587 rows at sob≥3.85** vs foilsflash's **2/325** — [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md), [ml-stack-review-2026-07](/concepts/ml-stack-review-2026-07.md), [bo-noise-budget](/concepts/bo-noise-budget.md) - updated **replicate-measured observation noise is now a first-class fact** — recipe: group leaderboard rows on the rounded knob tuple, keep n≥2, pool within-group variance. foilsflash σ(sob)=0.0059 raw / 0.0051 dequantized (9 groups, df=12), σ_rel(flash)=2.31%; foils_v3 σ(sob)=0.0030 (3 groups, df=8), σ_rel(calo)=3.29%. Supersedes assuming the 0.4% budget figure for `train_Yvar` — that number conflates model error with observation noise — [bo-noise-budget](/concepts/bo-noise-budget.md) - updated recorded three REFUTED hypotheses so they are not re-proposed: `f_dn=0` is **not** a boundary optimum (Mann-Whitney p=0.72 vs small-nonzero; drop SOBX01 and the zero group's max falls *below* it; `rIn=f·rOut` → `G4Tubs` has no branch at 0), there is **no** dedup repelling proposals from evaluated points (`_pareto_sob_picks` never receives the training matrix), and SOBX01's 3.90 is **clean** (job counts/denominators/tarball/Musing match or are stricter; `scan_logs` re-run by hand over its 201 live /pnfs logs, zero hits) — [gp-free-noise-erases-champion](/incidents/gp-free-noise-erases-champion.md) diff --git a/wiki/projects/bo-foilsflash.md b/wiki/projects/bo-foilsflash.md index 2f630b6..2b467eb 100644 --- a/wiki/projects/bo-foilsflash.md +++ b/wiki/projects/bo-foilsflash.md @@ -26,8 +26,23 @@ status_note: '**CHAMPION: foilsflash11R00_07 (sob 3.31, flash 5.976e-7), 2026-07 **1.3σ** at σ_sob 0.4% → needs a 400-job confirm re-eval before champion status (same flat-top-tie discipline as the 3.31 flash champion). Line is **near-saturated, not saturated**.' -timestamp: '2026-07-17' -updated_note: foilsflash18 new BO sob record 3.86; near-saturated not saturated +timestamp: '2026-08-01' +updated_note: 'Run1Bak→Run1Bap +5% sob shift MECHANISM ISOLATED + MAGNITUDE CONFIRMED + (2026-08-01): PrimaryFilter (DetectorStepFilter) gained two calo-acceptance relaxations + between the releases (Offline PR#1819 + Production PR#539), confirmed jointly (not + per-lever) same-day by a NO-GRID local re-filter of archived ipafixAB01 events — + Run1Bak-config filter passes 95.20%±0.05% vs 95.1-95.5% predicted, ~102% of the + shift, control 100.0000% — see + [run1bak-run1bap-sob-shift](/concepts/run1bak-run1bap-sob-shift.md). Earlier: foilsflash25 COMPLETE 20/20 0-fail (leaderboard 414) — first production + campaign on the pure-JSON mode; 2 Pareto additions on the flash axis, NO new champion. + The 3.91 ceiling has now survived TWO consecutive picker-driven campaigns (ff23, ff25), + so the next move is the corner-picker + transplant checklist, not another hybrid run. + Earlier: the line became defined by mode_specs/foilsflash.json, not Python + (FoilsFlashMode retired 2026-07-26, b361e09) — geometry/stages/noise/tuning all + moved into the spec with STAGES and geometry proved byte-identical, and the 392-row + leaderboard carried over untouched. Retiring it exposed + [no-run1b-substitution-poisons-flash-modes](/incidents/no-run1b-substitution-poisons-flash-modes.md). + Earlier still: foilsflash18 new BO sob record 3.86; near-saturated not saturated' --- # bo-foilsflash — foils geometry vs electron-beam-flash tracker edep (DS-on) @@ -45,6 +60,97 @@ clone of the [bo-ipa](/projects/bo-ipa.md) mode (foils-family geometry + alterna stage + tracker-edep gallery harvest). ## Key facts +- **⚠️ MIGRATION IN PROGRESS — DO NOT LAUNCH (2026-07-28).** The Musing move is done and + validated; the geometry half is NOT. `software.musing` → `Offline_run1bap_partial/setup_local.sh` + (Offline v13_32_10, envset **p101**) and `grid_tarball` → `Code_run1bap_holeradii.tar.bz2` + (**15 MB**, was 677 MB) are good. But the `tracker.inDS2Vacuum` / `ds2.halfLength` removal that + shipped with them is a **REGRESSION for this line: 1 → 3 overlaps**, and must be resolved before + any campaign. See the 2026-07-28 correction in [log](/log.md) for the full measurement set. + - **Historical baseline: exactly 1 overlap, always `VirtualDetector_EMC_0_Front`, in 461 of 462 + preflights.** A true constant of the line across the whole 6D space — so the 414 leaderboard + rows are mutually comparable. The lone 3-overlap log is `foilsflashRUN1BAP01` (2026-07-28). + - **The two settings are a matched pair, not separable.** `ds2.halfLength=3825` extends DS2 + *because* `inDS2Vacuum=true` puts the tracker there. Keeping one without the other → + **rc=134 core dump** (`TrackerMother` + 5 `VirtualDetector_TT_*`). + - **Why removing both breaks this line:** `MECOStyleProtonAbsorberMaker.cc:124-129` sizes the + proton absorber into `vac_zLocDs23Split() - targetEnd`. This line's 49 foils at the base + `deltaZ=22.222222` span 1066.7 mm (z_end 6404), vs stock 37 × 22.22 = 800 mm. Without the DS2 + extension the absorber is squeezed until its support wires protrude from `DS2Vacuum`. + `ds2.halfLength` was buying headroom for our oversized target — not patching a bug. + - **Not caught by preflight**, because `SURFACE_OVERLAP_MANAGED` (`bo_driver.py:1607`) matches only + `StoppingTargetFoil_*`/`ProductionTarget*`; `IPAsupport_*` is filed as "baseline ... ignored" + even though its position is a function of our knobs. `foilsflashRUN1BAP01` PASSED with 3 new + overlaps. Proposed guard: fail on any CHANGE from the line's established count. + - Sibling Python modes `foils`/`foilsf`/`foilsg` stay on Run1Bak, so the family is **split across + two Musings**. Leaderboard discontinuity (414 Run1Bak rows) remains OPEN and unlaunched. + - **★ MECHANISM OF THE +5% SHIFT ISOLATED (2026-08-01)** — full audit in + [run1bak-run1bap-sob-shift](/concepts/run1bak-run1bap-sob-shift.md) + the evidence doc + `docs/run1bak_run1bap_shift_evidence.md`. Audited figures: ce_abs_eff **+4.93%±0.20%** + (champion, 3-vs-3) / **+4.08%±0.41%** (baseline); sob **+5.21%±0.12%** / **+4.82%±0.23%** + (supersede the carried +4.9%/+4.8%). Structure: ~100% acceptance-at-fixed-box, no box + migration, background unchanged by construction (macro model) + CE spectrum shape unchanged — a pure event-count rescale. Cause + isolated to **`PrimaryFilter` (`DetectorStepFilter`) on `PrimaryPath`**: Run1Bap adds a + `MinimumSumCaloE: 45` total-calo-energy OR-branch AND drops the 50 MeV/c calo-step momentum + floor (`MinimumCaloPartMom: 0`) — Offline PR#1819 (`a9839eeb4`) + Production PR#539 + (`a387965f`), mmackenz 2026-05-06, a DELIBERATE signal-acceptance recovery. Direction proven + monotonic-increasing; **magnitude confirmed jointly (§8 local re-filter)** — a config-level + revert arm under Run1Bap (`MinimumSumCaloE: @erase` + `MinimumCaloPartMom: 50.0`, no rebuild + needed) was executed same-day as a NO-GRID local re-filter of archived ipafixAB01 events: + Run1Bak-config filter passes 95.20%±0.05% vs 95.1-95.5% predicted, ~102% of the shift, control + (unmodified Run1Bap filter re-applied to its own output) 100.0000% — the two levers were + reverted TOGETHER, not split, so this confirms the pair jointly, not per-lever. + Geant4 is ruled out hard (same spack build hash both eras); base geometry include-tree is + byte-identical (421/421). Flash: champion gap = override pair (+2.20% seed-paired), version + residual ≈ 0; baseline flash +6.35%±2.82% (2.25σ, opposite sign) stays OPEN. Leaderboard + consequence unchanged: old/new rows must not share a GP (a ~0.2-sob step ≈ 33× obs_noise); + ratios-to-baseline are era-invariant (+25.5% vs +26.0% audited, 1.5σ), so the physics claims stand. + `software.musing` → `Offline_run1bap_partial/setup_local.sh` (Offline v13_32_10, envset **p101**), + `grid_tarball` → `Code_run1bap_holeradii.tar.bz2` (**15 MB**, was 677 MB — an mgit-style partial + build ships 2 libs instead of 529 rebuilt-but-unchanged ones; see + [muse-backing-pattern](/external/muse-backing-pattern.md)). The + `tracker.inDS2Vacuum=true` / `ds2.halfLength=3825` pair is **deleted** from the geometry. + - **Why it was there, and why it can go.** v13_12_10 `constructVirtualDetectors.cc:502` picked the + tracker VDs' parent from `isDumbbell` — always false here — nailing them into `DS2Vacuum` while + `Mu2eWorld.cc:346` put the tracker itself in `DS3Vacuum`. The VDs then protruded **1.8–3.5 m** + outside their mother: `GeomMgt0002`, core dump. Forcing `inDS2Vacuum=true` (+ a longer DS2) made + the two agree. v13_32_10 keys VD parenting on `!tracker.inDS2Vacuum`, so **stock is + self-consistent** and our patch is not merely redundant — keeping it re-parented `EMC_0_Front` + into `DS2Vacuum` as a sibling of `StoppingTargetMother`, which WAS the last surviving overlap. + - **Measured 2×2** (foilspf corner_hi, patched GeometryService in every cell): Run1Bak+override + **1** overlap rc=0; Run1Bap+override **1** rc=0 (bit-identical — same log line, same pair, same + 11.7059 cm, same 937 cases); Run1Bak−override **6** incl. `TT_MidInner`, **rc=134**; + Run1Bap−override **0**, rc=0. Migrating while KEEPING the override is geometrically a no-op — + so "fewer overlaps" was never a reason to hurry this; retiring a hand-maintained patch was. + - Suite 407/407 green after the fixture updates. + - **Leaderboard discontinuity is OPEN.** The 414 rows below were measured under Run1Bak *with* + the override. Appending Run1Bap rows mixes baselines in the GP training set — the failure class + of [no-run1b-substitution-poisons-flash-modes](/incidents/no-run1b-substitution-poisons-flash-modes.md). + Archive-and-restart vs a baseline column is undecided; **nothing has been launched**. + - Sibling Python modes `foils`/`foilsf`/`foilsg` stay on Run1Bak (override still mandatory there), + so the foils family is **split across two Musings**. +- **★ CEILING 3.91 SURVIVES TWO PICKER-DRIVEN CAMPAIGNS — stop buying more of the same (2026-07-27).** + `foilsflash25` (20/20, 0 fail, leaderboard 394→414) and `foilsflash23` (20/20) ran the SAME + configuration — `hybrid` picker, q=10 rolling, noise-fixed GP (`train_Yvar` via + `obs_noise=(0.006, 0.01)`), leaderboard already dense in the high-sob basin — and NEITHER came + near `foilsflashBASIN01_00` (**sob 3.91 / flash 1.08e-6**). ff25 reached sob 3.76 max; ff23, 3.57. + - **Where the evals DID pay: the flash axis.** ff25 added 2 of the 23 Pareto points — + `R00_09` (**3.50 / 6.457e-7**, beating `foilsflash12R00_09` 3.52/6.578e-7 by 1.8% flash at + equal sob) and `R00_07` (3.29 / 6.163e-7). Front shape matters here: below sob ~3.3 flash + barely improves (6.16→6.00e-7 costs 1.3 in sob), so the *useful* front segment is **3.3–3.9**. + - **What a denser basin bought: fewer wasted evals, not a higher peak.** vs ff23 at identical + settings, ff25 lifted the sob distribution (19/20 above 2.96 vs ff23's floor 2.29; ceiling + 3.76 vs 3.57) at the SAME flash floor (6.163e-7 vs 6.183e-7). + - **ACTION for the next session: do NOT launch another `hybrid`/`qlnei` campaign to chase 3.91.** + Two campaigns × 20 evals × ~4.5 h is the measured price of re-confirming the ceiling. Per + [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md) the prescribed move is the end-of-campaign checklist — + a **corner-picker round** plus **sibling-champion transplant probes** — or, if the flash axis + is what matters, keep running the picker there where it demonstrably still advances the front. +- **`foilsflash25` = first PRODUCTION campaign on the pure-JSON mode (2026-07-27).** No + `FoilsFlashMode` class exists; `mode_specs/foilsflash.json` alone defines the line. Full-width + rolling campaign clean end-to-end: **20/20 preflight PASS, 20/20 rows, no `zero_rows`, no barrier + timeout, no orphans.** First-row wall **3h15m** — consistent with the JSON-sourced + `presubmit_after: {mubeam: [elebeam_flash]}` overlap working in production (vs the ~4.5-5 h + sequential baseline). This is the soak that `ffjson01` (q=2) and `foilsflash24` could not provide. - **flash-per-POT objective WIRED + leaderboard migrated + `foilsflash04` launched (2026-07-01).** The fix that closes the metric-bug loop: - **Harvest** (`pipeline.py` Step 7, ~:1256): computes diff --git a/wiki/projects/bo-foilspf.md b/wiki/projects/bo-foilspf.md new file mode 100644 index 0000000..6c0914d --- /dev/null +++ b/wiki/projects/bo-foilspf.md @@ -0,0 +1,467 @@ +--- +type: project +title: bo-foilspf — 10D profile-parameterized stopping target +description: (SEARCH CLOSED 2026-08-08) 10D+ BO over a profile-parameterized + all-foils stopping target vs the foilsflash objectives, Run1Bap + IPA-fix + stack; bp/bpx/bpz (shape, box, spacing) all stalled best-at-budget at + exactly 4.00 — physical ceiling at the deployed damage budget; critical + path is full-sim validation of bp04R00_02 +status: dormant +status_note: 'SEARCH CLOSED 2026-08-08 on all three axes (shape, box, + spacing): foilspfbp, bpx, and bpz all stalled best-at-budget at exactly + 4.00. Remaining critical path is full-sim validation of bp04R00_02, not + more search' +timestamp: '2026-08-10' +updated_note: 'foilspfbpz06 (exploit round 3) drained 40/40, 0 failures — + THE CLIMB STOPPED, exploit line CLOSED. Round mean 4.326 vs bpz05''s + 4.323 (flat to 0.003 = statistically identical at σ=0.006) and NO new + record: the round''s only 4.41 is the bit-identical REPLICATE of + bpz05R01_00 (free cross-family σ check — see bo-noise-budget), best + genuinely-new design 4.40. Trajectory 4.33→4.37→4.41→4.41: the +0.04 + per re-aim that held twice did not repeat, so the damage-unconstrained + ceiling is 4.41 ± 0.01, REPLICATED. 0/40 in budget for the third round + running (+22…+78% flash) → best-at-budget stays 4.000, search closed for + deployment. Program: 337 evals, 42 dominating, 42 Pareto points. Top-5 + DISTINCT designs span 4.38–4.41 with 3 independently reproduced and two + OPPOSITE hole strategies (bore ≤5 mm vs a 44 mm funnel) tying — a + degenerate ridge top, the affirmative evidence the ceiling is mapped. + Decision: stop the ceiling map' +--- + +# bo-foilspf — 10D profile-parameterized stopping target + +## Summary +The successor line to [bo-foilsflash](/projects/bo-foilsflash.md): instead of +37 pinned foils + 12 free extras (6D), the whole stack is generated from +K=3 profile control points for each of rOut, halfThickness, and hole +fraction f, plus a total-extent knob — 10 dims covering 400–1100 mm freely, +which geometrically subsumes foilsflash's fixed 1066.7 mm envelope. It is a +pure JSON mode (`mode_specs/foilspf.json`, no Python mode class) and the +first line born on the corrected stack: Run1Bap Musing, IPA +absolute-position fix, and `require_zero_overlaps=true`. Its first +production campaign matched the old champion's sob at lower flash with the +absorber in the *right* place — something no foilsflash row can claim. + +## Key facts +- **★★ SEARCH CLOSED (2026-08-08): foilspfbpz01 drained 40/40 with 0 + failures and best-at-budget stalled at EXACTLY 4.00 for the third + consecutive campaign** — still the seed `bp04R00_09` (4.000); bpz's own + best in-budget 3.90 (`R04_07`). Per the decision rule pre-registered in + the spec note before launch, the stopping-target search is closed on all + three axes: shape (bp, f×rOut profiles), box (bpx, rOut 30–150), spacing + (bpz, linear pitch via `zmid`). Three independent parameterizations + stalling at the same number is evidence of a physical ceiling at the + deployed damage budget, not an acquisition artifact. The pitch lever IS + real above budget: 10 bpz evals cleared sob 4.00, `R03_05` at 4.10 @ + **+1.1%** damage (vs bpx's cheapest-above-4.00 at +11%), campaign-max + 4.25 @ +56% (`R05_00`, zmid pinned +150). Near-budget optima sit interior + in zmid (+114…+118, downstream-packed), so the stall is not a zmid-box + artifact. Final recommendation: no further stopping-target campaigns; + critical path is full-sim validation of `bp04R00_02`. +- **★ foilspfbw CLOSED at 20 evals / 1 campaign (2026-08-07) — NEGATIVE, and + CONFOUNDED BY DESIGN.** foilspfbw01 drained 20/20 with zero failures. Best sob + at the deployed damage budget = **3.79** vs foilspfbp's **4.00** — it did not + clear. Max sob overall is also 3.79, from the **round-0 Sobol draw**; across + 10 GP-picked evals the optimizer never beat its own cold start (GP-era best + 3.46). + - **The campaign changed TWO things at once**, so it cannot attribute its own + result: the `rOut` ceiling 120 → 150 mm **and** the parameterization + (`f × rOut` → `bore + width`, with rOut *derived* as the sum). Neither "the + wall does not bind" nor "bore is the worse parameterization" is established + by it. Designing it that way was the mistake; see the method rules in + [saturation-is-acquisition-relative](/concepts/saturation-is-acquisition-relative.md). + - **The wider radius WAS offered and WAS used** (checked 2026-08-07 after an + operator challenge): 5 of 20 evals exceeded rOut 120, against 5.4 expected + from the induced prior, and the picker placed two picks at exactly 150. + Among the **top 5 by sob, 3 exceed 120** — `bw01R00_01` (3.59, rOut 127.0), + `bw01R04_04` (3.46, rOut **150.0**), `bw01R00_00` (3.41, rOut 120.7) — and + `bw01R04_04` beats the deployed target on both axes. **An earlier entry + here claimed the opposite** ("high-sob designs stay inside the old box"); + that came from tallying the 7-point Pareto front, which at this stage is + dominated by low-damage corner designs and is the wrong slice for a + question about radius. + - **What the campaign DID buy:** 4 of 20 designs beat the deployed target on + both axes — `bw01R00_09` (sob 3.79, **+16%**, damage **−7%**), + `bw01R00_02` (3.63, +11%, −26%), `bw01R00_01` (3.59, +10%, −13%), + `bw01R04_04` (3.46, +6%, −5%). None beats foilspfbp's deployable trio. + - **Budget caveat:** 20 cold-start evals in 9D against a 93-eval line is a + thin test of anything. foilspf01 cold-started to 4.09 in 16 evals, so + bore+w did not start faster — but that is the whole of what is shown. + - **Recommendation on record: do NOT launch foilspfbw02** — not because the + ceiling question is settled (it is NOT), but because the design deliverable + does not depend on the answer: foilspfbp's trio wins either way. If the + ceiling question is ever worth settling, the clean test is foilspfbp's + parameterization with `rOut` bounds raised and **nothing else changed**. +- **Per-eval grid cost (measured 2026-08-03**; TimeReport from job logs of + foilspf03R02_00 + foilspf01R00_00, consistent): **~150–155 CPU-h/point**, + wall ~3.4 h. mubeam 15×200k ev ≈ 18 CPU-h, mustops_ce 15×75k ≈ 20, + elebeam_flash 100×110k ≈ **115 (75% of total)**. Wall critical path is the + serial mubeam (~93 min) → mustops_ce (~96 min) legs + ~10 min harvest; + elebeam_flash is fully hidden by `presubmit_after: mubeam`. Actual + per-event CPU is 2.4–2.6× the sizing basis in `core/pipeline.py`'s tuning + comment (foilsflash-6D-measured 9.1/24.1/16.6 ms/ev → foilspf actual + ~23/63/38): the "~30-min payload" design runs 60–90-min payloads on + 49-foil profile stacks. Resizing events_per_job×njobs at constant events + would ~halve wall — fresh-campaign-only (stamped at submit). +- **Knobs (10):** `rOut_{0,1,2}` ∈ [50, 120], `hT_{0,1,2}` ∈ [0.01, 0.15], + `f_{0,1,2}` ∈ [0, 0.95], `extent` ∈ [400, 1100]. Constants/derived in + `mode_specs/foilspf.json` `geom`: `z0 = 5871` (plain constant — the + 2026-07-31 z0-slide was reverted as backwards), `ipa_dist = + 625 − (extent − 800)/2` (compensation expression kept as fail-safe under + the `zStartInMu2e` option — see 2026-08-01 log ★ entry). +- **Software stack:** musing `Offline_run1bap_partial/setup_local.sh`, + tarball `Code_run1bap_holeradii_ipafix.tar.bz2` (strings-gated), + `require_zero_overlaps: true` — zero-overlap preflight is reachable and + enforced (foilsflash-family Run1Bak modes can't demand this). +- **Objectives:** identical machinery to foilsflash — sob (Run1A CE S/√B + via EdepAna + sensitivity macro) + `flash_edep` (elebeam early-flash + tracker StrawGasStep edep/POT), hybrid picker (qNEHVI+qNParEGO), + `obs_noise → train_Yvar`. Numbers are **Run1Bap-scale**: the foilsflash + champion (3.90 Run1Bak) reads ≈4.10 here + ([run1bak-run1bap-sob-shift](/concepts/run1bak-run1bap-sob-shift.md)). +- **Leaderboard:** `leaderboards/leaderboard_bo_foilspf.tsv` started at 0 + rows 2026-08-01; the smoke row `foilspfSMOKER00_00` (extent 894, flash + 4.81e-7) is archived in + `leaderboard_bo_foilspf_pre_ipafix_archive.tsv` — it ran pre-IPA-fix + with the absorber displaced 47 mm, not comparable. +- **foilspf01 (2026-08-01→02, first production campaign):** hybrid, q=10, + rolling, max-evals 20 — **20/20 rows, 0 failures, 20/20 preflight PASS + at zero overlaps** (first campaign ever to clear the strict gate), clean + `rolling_done`. sob ∈ [1.12, 4.09], flash ∈ [1.58e-7, 1.41e-6]. +- **Headline: `foilspf01R03_00` sob 4.09 / flash 9.68e-7 at extent 1015** + — the picker's first targeted exploit (chosen right after Sobol row + `R00_09` hit 4.04 at extent 947) **matched the foilsflash + champion-equivalent (4.10 ± σ_sob) in 16 evals at ~6% lower flash** + (champion-x Run1Bap arms measured 1.03e-6), on clean geometry. +- **Flash frontier collapsed:** `R05_00` flash **1.58e-7** (sob 2.17) and + `R06_00` 1.68e-7 (sob 1.84) sit ~4× below foilsflash's flash floor + (~6.2e-7) — the profile parameterization reaches flash territory the 6D + line never touched. +- **foilspf02 (2026-08-02, second campaign — first seeded on real history):** + same settings as foilspf01 (hybrid, q=10, rolling, max-evals 20, elebeam + 100), **20/20 rows, 0 failures**, clean `rolling_done`, ~7 h wall. sob ∈ + [0.31, 3.87], flash ∈ [**5.93e-8**, 8.27e-7]. It did exactly what it was + launched for — work the thin 3.4–4.1 front gap — and then some: **9 of the + 10 global Pareto points are now foilspf02's**; every foilspf01 front point + except the 4.09 champion is dominated. +- **foilspf03 (2026-08-02/03, first campaign on the extended 400–2000 + range):** same settings again (hybrid, q=10, rolling, max-evals 20), + **20/20 rows, 0 failures**, 20/20 preflight PASS at zero overlaps + *including four children at the brand-new 2000 ceiling*. sob ∈ [0.13, + **4.41**], flash ∈ [6.57e-8, 1.18e-6], and it swept the FULL new range + (extent ∈ [400, 2000], **13/20 rows above the old 1100 bound**). +- **★ NEW CHAMPION `foilspf03R02_00`: sob 4.41 / flash 9.15e-7 at extent + 1975 — it STRICTLY DOMINATES the old champion** `foilspf01R03_00` + (4.09 / 9.68e-7): **+7.8% sob AND −5.5% flash simultaneously**. The + 2026-08-02 bound extension is what made it reachable; `01R03_00` has now + dropped off the Pareto front entirely. At σ_sob = 0.4% the sob gain is + ~20σ — not noise. +- **Extent is permissive, not sufficient.** `corr(extent, sob) = +0.48` + over foilspf03's 20 rows — real but far from deterministic. The four + round-0 points at extent 2000 came out 4.35 / 3.85 / 2.01 / 0.97, i.e. + the campaign's full range. Length *allows* a better optimum; the nine + profile knobs decide whether you get one. The old 1100 bound was not + clipping a simple "longer is better" gradient — it was clipping a corner + of the space that happens to contain a better optimum. +- **Pareto front after THREE campaigns (18 points over 60 rows; foilspf03 + holds 14):** `03R02_00` **4.41/9.15e-7** · `03R08_01` 3.89/9.14e-7 · + `02R07_00` 3.87/6.53e-7 · `03R00_02` 3.85/5.31e-7 · `03R01_00` + 3.71/4.56e-7 · `03R06_00` 3.70/4.31e-7 · `02R00_09` 3.42/4.07e-7 · + `03R00_08` 3.39/3.25e-7 · `03R00_09` 3.28/2.93e-7 · `03R00_01` + 2.93/2.05e-7 · `02R01_00` 2.43/1.53e-7 · `03R00_04` 2.01/1.17e-7 · + `03R00_00` 1.96/1.12e-7 · `03R00_07` 1.49/1.05e-7 · `03R03_00` + 1.47/9.48e-8 · `03R00_05` 0.97/8.72e-8 · `03R00_06` 0.95/8.19e-8 · + `02R02_00` 0.86/5.93e-8. +- Note `03R08_01` (sob 3.89 at extent **857**) — a strong SHORT-stack front + point, so the front is not simply "longer is better" at the top either. +- **The trade the front now offers:** `foilspf02R07_00` gives up **5.4% of + sob for 33% less flash** vs the champion (3.87/6.53e-7 vs 4.09/9.68e-7); + `02R03_00` gives up 10% of sob for **55% less flash**. Both are cleaner + flash-per-sob than anything the 6D line reached. +- **★ EXTENT CEILING IS NOW PINNED — the documented revisit trigger fired.** + `02R07_00` and `02R03_00` both sit at **extent = 1100.0**, exactly the box + bound, and they are the two best new front points. The 2026-07-31 decision + was "revisit the ceiling only if a campaign pins it"; it has. The front's + upper limb is now bounded by the box, not by physics — a third campaign + should raise the bound (or the line is optimizing against an artificial + wall). foilspf01's best sat at 1015/1033, below the bound, which is why + this was not visible after one campaign. +- **Low-flash limb question ANSWERED (it was open after foilspf01):** the + limb does extend toward useful sob. `02R01_00` reaches sob 2.43 at + 1.53e-7 — strictly better than foilspf01's `R05_00` (2.17 at 1.58e-7) on + both axes — and the new absolute floor `02R02_00` 5.93e-8 (sob 0.86, thin + foils + wide holes: physics-useless, but it maps the limb's end) sits + **~10× below the 6D line's flash floor**. +- Sobol cold start is deterministic per mode+seed: round-0 pick `_00` + reproduced the SMOKER00_00 shape in 9/10 dims (extent differs — bounds + history), a free cross-check that the knob mapping is stable. +- **foilspf04 (2026-08-03, second campaign on the 2000 range):** same + settings, **20/20 rows, 0 failures**. Set the line's **sob record + `foilspf04R01_00` 4.75 / 1.458e-6** (+0.34 over the 03 champion) and the + flash-matched front point `foilspf04R03_00` **4.07 / 6.77e-7** — champion + sob at the deployed target's own flash (+25% sob for free vs `nominalAB01` + 3.26 / 6.85e-7). 15 of 80 total rows now sit at exactly extent=2000: the + optimizer is pinned to the wall again. +- **★ foilspf2k01 VERDICT (2026-08-03, 9D shape-only satellite at extent + pinned 2000 — `mode_specs/foilspf2k.json`, own leaderboard + `leaderboard_bo_foilspf2k.tsv`, seeded with 15 transplanted foilspf + rows):** hybrid q=10 rolling 20 — **20/20 rows, 0 failures, clean + `rolling_done` — and 0 of 20 beat the best seed (4.75); best new row + `foilspf2k01R05_00` only 4.09 / 7.95e-7**, below even the transplanted + 4.41 champion. Same signature as foilspf02 at the 1100 wall (+0.00 sob in + 20 evals): **a fixed box saturates this problem in ~20 evals. Shape at + fixed length is exhausted; the remaining lever is length itself.** More + within-box BO evals answer nothing about the optimum. +- **★ DESIGNED EXTENT SCAN COMPLETE (2026-08-03, 10/10 rows, 0 failures — + the extent question is CLOSED).** 10 `graph.run --x-point` evals + `foilspfSCAN{A,B}{0800,1100,1400,1700,2000}`: shape A = `foilspf03R02_00` + (champion), shape B = `foilspf04R03_00` (flash-matched), shape byte-fixed, + only `extent` varies; rows name-tagged in the foilspf leaderboard (NOT a + clone mode — a new spec file would go live in every registry-importing + process incl. in-flight children); per-chain checkpoint DBs under + `/tmp/oksuzian//`. 10/10 preflight PASS at zero overlaps. Measured + (sob / flash·1e-7): + + | extent | shape A | shape B | + |---|---|---| + | 800 | 4.02 / 7.74 | 3.87 / 6.09 | + | 1100 | 4.16 / 8.27 | 3.99 / 6.34 | + | 1400 | 4.26 / 8.12 | 4.03 / 6.33 | + | 1700 | 4.36 / 8.58 | 4.06 / 6.54 | + | 2000 | 4.40 / 9.27 | 4.08 / 6.17 | + + **A's sob steps decelerate +0.14 → +0.10 → +0.10 → +0.04 (last step + 1.1σ_pair); B is flat from 1400 (+0.03, +0.02, ≤0.9σ).** Marginal trade at + A's top: 1700→2000 buys **+0.9% sob for +8.0% flash** — a bad trade. + Corridor work to ~2400 (upstream shift) would buy ≲0.04 sob and is **NOT + justified**; 1.4–1.7 m captures 97–99% of the length gain. **Deployable + headline: B@800 = 3.87/6.09e-7 STRICTLY DOMINATES the deployed target in + its own 800 mm footprint** (`nominalAB01` 3.26/6.85e-7: +19% sob at −11% + flash, no corridor change); A@800 = 4.02/7.74e-7 (+23% sob, +13% flash, + −25% flash vs the 6D champion at −2% sob). +- **★ EXTENT MECHANISM CORRECTED (2026-08-03, from the scan's own harvest + decomposition — refutes "the gain is in stopping"):** across 800→2000 at + fixed shape, `stopping_factor` is FLAT (±0.3% A, +1.8% B) and fixed-box + `ce_abs_eff` is flat — physically expected, since extent only changes + pitch and a traversing muon integrates the same total areal density. The + entire sob gain is **spectral: the CE low-momentum tail retreats, the + macro's optimal box narrows** (low edge 103.1 → 103.3 → 103.5 MeV/c, in + its 0.2 MeV quantization — the curve is partly a staircase), signal S + stays ~constant (75-77 A / 67-71 B) while the **cosmic background tracks + box width** (~220/MeV: 350→310→270). Arithmetic closes exactly: + 4.02·(77/75)·√(350/310) = 4.39 ≈ 4.40 measured (A); + 3.87·(67/68)·√(310/270) = 4.08 (B). Leading mechanism for the tail: CE + self-absorption — exit-path re-crossings of neighboring foils scale as + 1/pitch and stop mattering once spacing exceeds the helix escape length + (the ~1400-1700 knee); testable from `nts.ce.root` low-edge shapes, + not yet tested. This gain is GENUINE for Run 1 because Run1A is + cosmic-dominated with B ∝ window width + ([mu2e-run1-sensitivity](/concepts/mu2e-run1-sensitivity.md)) — but it + is **REGIME-SCOPED: in a background-poor scenario (full CRV shield, + 2022-paper baseline) window economics vanish and the extent lever + largely evaporates**, while shape gains (stops×acceptance, the ~+9% + A-over-B product at every length) survive in both regimes. The old + corr(stops,extent)=+0.35 across BO rows was shape-confounded. The + foilspf deck's "Why longer helps → the gain is in stopping" slide is now + WRONG — fix at next deck refresh. +- **★ REGIME RE-RANKING (2026-08-04, free — all 110 archive rows re-scored + under the regime-robust FoM `stopping_factor × ce_abs_eff` from + summary.json):** global Spearman vs sob is 0.946, but the TOP is + regime-fragile: the sob champion `foilspf03R02_00` falls to robust-rank + **22**; robust **#1 is the never-headlined `foilspf04R05_00`** (extent + 1680, sob only 3.98, flash 1.21e-6) with stop_frac 0.1305 + eff 8.59e-4 = + **+70% signal yield over the sob champion** (0.0969/6.81e-4) — Run-1 + cosmic-window economics deliberately traded yield for spectral sharpness, + and background-poor scaling reverses the trade. **`foilspf04R00_03` (sob + 4.49, flash 1.34e-6, extent 2000) is #2 under BOTH FoMs** — the + dual-regime compromise candidate. Any hardware recommendation must state + its regime weighting; the per-regime candidate set is {03R02_00 Run-1 / + 04R05_00 robust / 04R00_03 both / SCANB0800 in-footprint}. (frozen before any row + landed; scratchpad `extent_prediction_prereg.json`): **8/8 extrapolation + points within 0.43σ**; both 2000-point replicates within 0.3% sob of their + source rows (A: 4.40 vs 4.41, B: 4.08 vs 4.07). **The surrogate knew the + curve** — designed scans can lean on GP predictions where σ is quoted. + Graded claims: A decelerating-monotone CONFIRMED; B "turnover ~1750" reads + as *flat-from-1400* (measured +0.02±0.035 over 1700→2000, consistent with + the GP's −0.012 inversion and with zero); A@800 "within noise of 6D + champion" NOT quite — measured −2.0% (−2.3σ_pair), flash −25% confirmed. + Two systematics worth carrying: (1) **all 8 extrapolation pulls are + negative** (sign-test p≈0.008) — the GP runs ~1–2% optimistic away from + its training data (same direction as the known high-sob-corner misfit); + (2) **flash replicate wobble**: B2000 vs its source = −8.9% (~2.7σ at the + 2.33%/point budget) while A2000 = +1.3% — one of two pairs hot, so + σ(flash)=0.01 in log10 may be ~1.5–2× underestimated; re-check before the + next obs_noise-sensitive fit. +- **Baseline-pitch line (foilspfbp), state at 2026-08-05: 53 evals, 0 + failures, best sob 4.29, damage floor 5.58e-8, 22× damage span, 17 + Pareto points.** foilspfbp01 20/20 (winner `R00_03` in wave 0), + foilspfbp02 20/20 (**0 of 20 beat it**, but supplied **7 of the 17 front + points**), foilspfbp03 launched 22:12:40. Fourth consecutive + reproduction of the fixed-box ~20-eval saturation signature, and the + first one **pre-registered before launch** — the rule "one campaign + saturates a fixed box; a second buys front coverage, never a champion" + is now predictive. +- **The best-trade point saves damage by PLACEMENT, not by mass.** + `bp02R03_00` (4.09 / 7.87e-7 — the 6D champion's 4.10 at −24% damage) + carries **9% more aluminium** than the max-sob `bp01R00_03` (166 vs + 153 cm³), but Al inside r<40 mm drops **22.0% → 9.2%**. Holes open from + foil 25 of 49 and exceed 50 mm from foil 39, so the downstream foils + become 6 mm rings at r = 114–120 mm — fully out of the beam — where the + max-sob point puts solid r<50 mm disks. Costs 4.7% sob for 36% less + damage. Consistent with Edmonds DocDB-10898 (flash parents central, + RMS 24 mm), reached by search and via the downstream taper rather than a + central hole. Derived from the rendered geom txt (G4 truth), not from + re-evaluating the profile. +- **Extent lever, damage-matched (closes the extent-scan record).** At + fixed shape: 800→2000 mm = +9.5% sob (A) / +5.4% (B); 1067→2000 = +6.2% + / +2.6%. With shape re-optimized at each length the headline is +10.7% + (4.29 at 1067 → 4.75 at 2000) — but that buys **+19% damage**, and at + matched damage (~1.2e-6) the 2 m advantage is only **+1.4%, ~2σ** + (`foilspf03R00_03` 4.35 at 1.185e-6 vs `bp01R00_03` 4.29 at 1.227e-6). + Length mostly buys permission to spend material, not stopping. Caveat: + the free-extent line has 90 evals vs 53 at pinned pitch, so +1.4% is an + upper bound on the real length advantage. + +- **★ DAMAGE TRACKS *PLACEMENT*, NOT MASS (measured 2026-08-06, n=83 rendered + geometries).** Spearman(Al inside r<40 mm, flash) = **+0.84**; + Spearman(total Al volume, flash) = **+0.57**; Spearman(min bore radius, + flash) = **−0.83**, i.e. the bore beats either of its own component knobs + (`f_1` −0.78, `rOut_1` −0.23) because bore = f × rOut is a *product* the GP + must learn rather than a coordinate it is given. Concretely: the two + LOWEST-damage designs carry the MOST aluminium. `bp01R00_03` tripled the + deployed mass while keeping the deployed 22.0% core fraction → **+79%** + damage; `bp04R00_02` carried *more* mass at a 1.5% core → **−13%**. + Independent rediscovery-by-search of + [edmonds-target-hole-docdb10898](/external/edmonds-target-hole-docdb10898.md) + (flash parents central, RMS ≈24 mm), reached via a downstream taper rather + than a central hole. Metric is computed from the *rendered* geom txt + (G4 truth), not from re-evaluating the profile. +- **The knob is BORE WIDTH + a bore PROFILE — not "rings vs discs".** Careful: + the deployed target is ALREADY annular — 37 foils, rOut 75 mm constant, + hole **21.5 mm constant** (that *is* the Edmonds DocDB-10898 central hole, + and it is a single scalar in stock `StoppingTargetMaker`). What the + optimizer adds is (a) a **much wider** bore and (b) a bore that **varies + along z**. Measured bores: `bp04R00_02` 33–69 mm (−13% damage, +19% sob) · + `bp02R08_00` 16–42 mm (+6%, +24%) · `bp03R03_00` 0–24 mm (+22%, +32%) vs + deployed 21.5 mm flat. Bore shrinks monotonically as damage rises across + the headline trio. Lost near-axis stopping mass is clawed back by growing + OUTWARD (rOut to 120 mm, 3.4× the deployed Al volume). +- **24 of 83 designs beat the DEPLOYED target on both objectives** — the + "trade-off" framing is wrong at this pitch. Headline trio (all at the + deployed 22.2 mm pitch, Run1Bap stack): `bp03R03_00` 4.30/8.37e-7 (+32% + sob, +22% damage) · `bp02R08_00` 4.05/7.27e-7 (+24%, **+6%**) · + `bp04R00_02` 3.87/5.94e-7 (+19%, **−13%**, strictly dominating). + Deployed reference `nominalAB01` = 3.26 / 6.854e-7 / 63 cm³ Al / 22.0% core. +- **STOP CRITERION for this box (2026-08-06): saturated.** Budget-conditioned + best-sob is flat — at the deployed damage budget the line has sat at + **3.99 since the seeds** (bp04: 4.00, +0.3% over 70 evals, inside noise), + and the 3.99 is `SCANB1100`, a *transplanted seed*. Front growth 6→28 points + is densification. Next box named by the front's own bound-hitting: + `rOut_{0,1,2}` pinned at the 120 mm ceiling in 12–15 of 28 front designs + (needs an IPA/DS2Vacuum clearance check before raising), `hT_0` at its 20 µm + floor in 15 of 28 (manufacturability question, not a simulation one). + Untested structural DOF: **non-uniform foil pitch** (`deltaZ` is uniform by + construction = extent/n_foils) and K>3 profiles. + +## Cross-links +- Related: [bo-foilsflash](/projects/bo-foilsflash.md), + [bo-foilsg](/projects/bo-foilsg.md) +- Concepts: [run1bak-run1bap-sob-shift](/concepts/run1bak-run1bap-sob-shift.md), + [stopping-target-foil-base-spec](/concepts/stopping-target-foil-base-spec.md), + [bo-noise-budget](/concepts/bo-noise-budget.md) +- Drivers: [closed-loop-runner](/drivers/closed-loop-runner.md), + [bo-driver](/drivers/bo-driver.md) +- Source files: `mode_specs/foilspf.json`; + `docs/superpowers/specs/2026-07-27-foilspf-profile-stopping-target-design.md` +- Deck figures (2026-08-02, foilsflash-beamer style): `docs/foilspf_perpot_cloud.png` + ← `mmackenz_table_plots/gp_predict_foilspf_perpot_cloud.py`; + `docs/foilspf_bestsob_sketch.png` ← `mmackenz_table_plots/sketch_foilspf_bestsob_target.py`; + `docs/foilspf_langgraph.png` ← `draw_mermaid()` under `AUTORESEARCH_MODE=foilspf` + mmdc. + Deployed/champion reference markers are the measured A/B arms `nominalAB01` / + `ipafixAB01` (Run1Bap stack), NOT the Run1Bak deck numbers. +- Data: [leaderboards](/datasets/leaderboards.md) + +## Open questions / TODO +- Confirm `R03_00` at N=400 elebeam jobs (σ_flash 2.52% @ N=100) before + calling the champion-match final — same protocol as foilsflash's + BASIN01/C400 confirmations. +- ~~Does the low-flash limb extend toward useful sob?~~ **ANSWERED by + foilspf02** — yes; see the limb facts above. +- ~~Extent pinning watch~~ **FIRED, MEASURED, AND RESOLVED 2026-08-02: + ceiling raised 1100 → 1700 → 2000** (5× the deployed 800 mm span, 2.5× + what foilspf01/02 could reach). foilspf02's two best new Pareto points + both sat exactly on the 1100 bound. Worst-corner preflight (rOut + 120/120/120, hT .15/.15/.15, solid `f=0` — maximal material, so a PASS + certifies the whole box at that extent) measured every step: + + | extent | upstream edge | verdict | + |---|---|---| + | 1100 | 5321 | PASS, 0 overlaps | + | 1400 | 5171 | PASS, 0 overlaps | + | 1700 | 5021 | PASS, 0 overlaps | + | 1800 | 4971 | **FAIL** — `EMC_Source` vs `StoppingTargetMother`, 3.401 cm | + | *(EMC_Source walked 5000 → 4850)* | | | + | 1900 | 4921 | PASS, 0 overlaps | + | 2000 | 4871 | PASS, 0 overlaps | + | 2100 | 4821 | **FAIL** — 2 overlaps, see below | + + 2000 keeps 42 mm below the 2042 wall — the same margin convention as the + 1100/1142 and 1700/1742 pairs. +- **★ THE STOPPING RULE, and why 2000 is the end of the line.** Extend only + by moving **massless bookkeeping volumes**, never real material. + `EMC_Source` is a 20 µm vacuum disc nothing in this chain reads, so it was + walked 5300 → 5000 → 4850 (staying above `EMC_Source2` at 4800, so VD + ordering survives — 4800 is the floor for that key). It is now done + moving, because the extent-2100 failure names **two** walls: + + | volume pair | depth | side | movable? | + |---|---|---|---| + | `EMC_Source` vs `StoppingTargetMother` | 3.401 cm | upstream | yes (relocatable VD) | + | **`ST_Out` vs `protonabs1`** | 250 µm | downstream | **NO — material** | + + `VirtualDetector_ST_Out` is placed FROM the target's own downstream end + (`VirtualDetectorMaker.cc`, `targetOffset + shift`), so it rides the stack + outward and reaches the proton absorber at extent ≈ 2060. Unlike + `EMC_Source` it cannot be relocated out of the way — it is *defined by the + object under study*, and what it hits is real. So further upstream VD + moves buy nothing past ~2042. +- **Why the wall moved, and the two claims it corrects.** The stack is + CENTRE-pinned at z0=5871 and grows SYMMETRICALLY, so the ceiling is set by + whichever edge hits first: upstream `2·(5871−5000) = 1742` (EMC_Source), + downstream `2·(6901.02−5871) = 2060` (IPA). Both earlier stories were + wrong: + - **The IPA is not the constraint.** `protonabsorber.zStartInMu2e = + 6901.02` pins the absorber ABSOLUTELY (measured identical at extent + 400/800/1100); the `ipa_dist = 625 − (extent−800)/2` expression varies + precisely SO THAT it does not move. At extent 1100 the downstream edge + is 6421 — 480 mm clear. + - **`extent ≈ 1142` was stale.** It assumed `EMC_Source` at its stock + z=5300. The spec already relocates it to **5000** + (`zEMCSourceInMu2e`, a plain `c.getDouble` default — one config line, + no source patch), because at 5300 it was the upstream wall. The VD is a + 20 µm disc of `ds.vacuumMaterial` (`vd.halfLength=0.01`): zero mass, no + scattering, and NO foils-family stage reads virtual detectors (only + `pot_only` instantiates `ReadVirtualDetector`), so relocating it is + physics-neutral. Moving it beats disabling it — the VD and its ordering + against `EMC_Source2` (4800) are preserved. + - The 2026-07-27 design spec §"The 1100 ceiling is measured, not round" + still documents the pre-relocation state; it now carries a SUPERSEDED + banner. `tests/test_foilspf_spec.py`'s corridor assertion + (`extent ≤ 6271 − vd` = 1271) was ALSO wrong — it mixed the current + upstream wall with 6271, a downstream z_end from the pre-pin regime, + and would have blocked this extension. Replaced with the symmetric + two-wall model derived from the rendered spec. +- **Still open — z0.** Growth is symmetric, so the upstream edge pays the + whole cost while ~180 mm still sits unused downstream at extent 1700 + (edge 6721 vs IPA 6901). Sliding the centre downstream would buy more, + but that is a deliberate design question (a z0 slide was tried 2026-07-31 + and reverted as backwards), not a bound bump. +- ~~Deck staleness~~ RESOLVED 2026-08-03: `docs/foilspf_beamer.pdf` rebuilt + at n=80 (commit `ffc5617`) with the 03R02_00 champion, 04R01_00 record, + and the extent-ceiling story. Goes stale again when the extent scan + + foilspf2k verdicts land — refresh as one unit (text + figures). +- ~~Score the designed extent scan / extent gate~~ **CLOSED 2026-08-03**: + scan measured, GP graded 8/8 within 0.43σ, curve flattens by 1700–2000 + (A's last step +0.04 at 1.1σ for +8% flash) ⇒ **no upstream-shift + corridor work, no further extent campaigns**. See the ★ scan bullets in + Key facts.