Feature / save long-running sim outputs to cache. Manager preempts sending identical work in favor of pulling from cache - #1585
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jlnav wants to merge 38 commits into
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Feature / save long-running sim outputs to cache. Manager preempts sending identical work in favor of pulling from cache#1585jlnav wants to merge 38 commits into
jlnav wants to merge 38 commits into
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September 19, 2025 20:57
Codecov Report❌ Patch coverage is Additional details and impacted files@@ Coverage Diff @@
## develop #1585 +/- ##
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+ Coverage 76.88% 89.07% +12.19%
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Files 79 79
Lines 8340 8570 +230
Branches 1289 1341 +52
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+ Hits 6412 7634 +1222
+ Misses 1672 727 -945
+ Partials 256 209 -47 ☔ View full report in Codecov by Harness. 🚀 New features to boost your workflow:
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…or f) out of a given update-index to file.
… and then seeing if values exist in that cache before sending sims...
…he cache being created. iterate over the cache_keys corresponding to those in gen_specs out, then check if they're close to a cache entry. grab those indexes so we can slot in the corresponding data into the manager's H later on
…ve determined points_to_evaluate
…istory_f on/with those indexes and the associated cache values, pretending that the array of cache-values are a worker message
…rrides .recv, and in _send_work_order that forms a buffer from corresponding cache entries
…hed work. increment a cache_index for slotting into local buffer
…volving gen hang. only if all sim work already in cache do we skip the send-stage. when processing cache entries, process them in the order in which they presumptively would've been received from that worker. additional logging.
…asily accessible args
… tiny refactors to worker.py to help reuse a method. add CACHE_RETRIEVE tag
…formed cache data / H_rows from the cache
…nce we're comparing to returned calc statuses
…opying the cache values into the manager's local record
…e local record. most clarifying comments
…nstead of saving/loading each sim. move cache location to HOME/.cache/libensemble. Fix init issue. Fix redundant uniqueness checking
…, and H0. cache rebuilt upon changes to those objects
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Cache generated based on the hashed specs dicts + source codes of included callables