Population-based demand allocation (2020 census) behind bus_allocation toggle - #777
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ktehranchi merged 73 commits intoAug 28, 2026
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The LEFT JOINs in load_eia_operable_data and load_heat_rates_data joined the multi-year EIA-860 SCD tables (yearly_generators, scd_plants, scd_generators_energy_storage) without any date constraint. Each generator carries ~24 years of annual snapshots, so the intermediate join produced ~7,000 rows per generator (~200M rows for load_heat_rates_data) before the final aggregation collapsed them. Pre-aggregating each SCD table to one row per plant/generator using the same array_agg(... ORDER BY report_date DESC) FILTER (WHERE ... IS NOT NULL)[1] "latest non-null" pattern already used elsewhere in the file keeps the projection identical while reducing the join cardinality from ~24x24 to 1x1. Measured against s3://pudl.catalyst.coop/v2025.5.0: - peak RSS: 17.3 GB -> 2.2 GB - runtime: 503 s -> 24 s Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
These PNGs are referenced in the PR body to visualize the original-vs- refactored marginal_cost and heat_rate distributions. Safe to remove once the PR is reviewed. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
build_powerplants: pre-aggregate SCD tables to fix memory blowup
Phase 1 of the simplify-early refactor. Splits the existing simplify_network
rule into two rules with no behavior change for the default kmeans algorithm:
- aggregate_to_substations: pure-topology aggregation to substations
(convert_to_voltage_level, remove_transformers, busmap-by-sub_id).
Writes resources/{interconnect}/elec_b.nc + busmap_b.csv.
- cluster_simpl: optional k-means/modularity reduction to {simpl} clusters.
Reads elec_b.nc, writes elec_s{simpl}.nc + simpl regions, matching the
former simplify_network output interface so downstream rules
(cluster_network etc.) are untouched.
HAC clustering is dropped from both rules (cluster_network now raises if
algorithm='hac') along with the unused 'to_substations' and 'feature'
config knobs. simplify_network.py is removed; its functions move into
aggregate_to_substations.py.
Snakemake dry-run on the default Western config produces the expected
chain: aggregate_to_substations -> cluster_simpl -> cluster_network.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Dead-code cleanup audit against v1-epic. No behavior change.
YAML config keys removed (no code reference):
- config.plotting.yaml: costs_max, costs_threshold, energy_max, energy_min,
energy_threshold (with matching docs/source/configtables/plotting.csv rows)
- config.tutorial.yaml: sector.natural_gas.allow_imports_exports
- config.common.yaml: renewable.hydro.{PHS_max_hours, resource.hydrobasins,
resource.flowspeed, hydro_max_hours, clip_min_inflow, normalization,
multiplier}; atlite.default_cutout; electricity.prm regional block
- config.default.yaml: model_topology.interface_transmission_limits;
solving.mem
Snakemake params: declarations removed (declared but never read by
the target script):
- build_bus_regions: focus_weights
- add_extra_components: ucap (script reads via snakemake.config instead)
- prepare_network: adjustments, co2base
- add_sectors: electricity, costs, plotting
- plot_network_maps: plotting, retirement
- plot_statistics: plotting
- plot_natural_gas: plotting
- solve_network: planning_horizons, transmission_network, sector_config
- solve_network_validation: planning_horizons, co2_sequestration_potential
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Phase 1: split simplify_network into aggregate_to_substations + cluster_simpl
Outputs under resources/ previously sat at a single interconnect-rooted
level (e.g. resources/texas/elec_b.nc, resources/texas/busmap_s50.csv,
resources/texas/profile_solar_s50.nc). Files of unrelated types were
intermingled, making the tree hard to navigate.
This change introduces a category-first layout: the top level under
resources/ is what the file IS (networks/, busmaps/, profiles/, ...) and
{interconnect} becomes the next level down.
resources/
networks/{interconnect}/elec_*.nc
busmaps/{interconnect}/busmap_*.csv, bus2sub.csv, sub.csv
profiles/{interconnect}/profile_*.nc, nrel_mapping_cache
geospatial/{interconnect}/*.geojson, bus_gis.csv, lines_gis.csv
costs/costs_{year}.csv, sector_costs_{year}.csv
prices/{interconnect}/{state,ba}_*_prices.csv, pudl_fuel_costs.csv
demand/{interconnect}/{end_use}_*.csv|pkl
population/{interconnect}/pop_layout_*.nc|csv
temperature/{interconnect}/temp_{soil,air}_*.nc
heating_cop/{interconnect}/cop_{soil,air}_*.nc
co2/{interconnect}/co2_storage_*.csv
powerplants/powerplants.csv
Implementation:
- workflow/Snakefile defines twelve category constants (NETWORKS,
BUSMAPS, PROFILES, GEOSPATIAL, COSTS, PRICES, POWERPLANTS, DEMAND,
HEATING_COP, TEMPERATURE, POPULATION, CO2) composed from RESOURCES, so
the RDIR (run name) and shared_resources prefixes still work.
- Every RESOURCES + "{interconnect}/<file>" reference in the .smk files
swapped to the matching category constant. No filenames change.
- "Geospatial/" (capital G) renamed to "geospatial/" (lowercase) for
consistency with the new top-level subfolders.
- "resources/powerplants.csv" hardcoded literal moved to
"resources/powerplants/powerplants.csv" (still shared across runs).
- Two off-rule literal paths updated: a __main__ test path in
build_natural_gas.py and argparse defaults in plot_caps_summary.py.
- Doc reference in about-usage.md sharpened to resources/networks/.
Verified by snakemake -n: full DAG resolves end-to-end for
resources/Default/networks/texas/elec_base_network_l_pp.pkl, with each
intermediate input/output routed to the new category folder.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Reorganize resources/ into category-first subfolders
…nd-params Remove unused config keys and unused snakemake rule params
Brings in Phase 2 (move simplify/cluster_simpl ahead of demand+RE) and Phase 3 (aggregate EGS supply curves through cluster_simpl busmap). Both PRs were originally merged into their stacked-base branches rather than v1-epic; this merge propagates their changes up. Resolved conflicts in build_electricity.smk by taking the post-#12 resources/ layout (category-first constants: NETWORKS, GEOSPATIAL, PROFILES, DEMAND, BUSMAPS) and applying Phase 2's path repointing (network refs to elec_s{simpl}.nc, _s{simpl} suffix on demand/profile outputs). Repointed aggregate_egs outputs and add_electricity EGS inputs to PROFILES/BUSMAPS per the new layout.
Two-part approach: a curated docs/network-schema.md catalog of custom columns plus a _helpers.log_network_schema helper that logs per-script column entry/exit diffs. Motivated by recurring consense aggregation crashes (most recently LAF_state in aggregate_to_substations). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Six tasks: add helper + tests, wire into topology / add-* / sectors chains, smoke test on test_small western, seed catalog from logs. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Logs component row count and column set on entry; on exit emits row and column diffs vs. the entry snapshot. Logging only — no asserts. Wires into scripts in follow-up tasks; tested in isolation here. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Adds entry/exit schema logging to build_base_network, aggregate_to_substations, cluster_simpl, cluster_network. Logging only; no behavior change. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
… add_demand Logging only; no behavior change. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…twork Logging only; no behavior change. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Tiered test pyramid (static <30s + integration <5min) targeting the classes of breakage that the simplify-early refactor (PRs #7-#12) made visible: path/wiring drift, dead config keys, silent artifact-shape regressions. Schema-catalog assertions deferred to a follow-up PR after the schema-tracking spec lands. Brainstorming output. Five-PR migration plan included.
Initial catalog of custom columns on PyPSA components, populated from [schema ...] log output of build_base_network and aggregate_to_substations entry on the small_mh western config. Sector- and electricity-stage columns will be added as those rules get exercised under the schema logger. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Drop editorial framing ("the bug class this catalog was created to
address"). Keep the factual note that LAF_state is missing from
bus_strategies and the fix is tracked separately.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Five-PR migration: scaffolding → Tier A static checks → Tier B fixture → Tier B full assertions → CI wiring. Plan includes exact code, file paths, verification commands per step. PR 6 (schema assertions) deferred pending the schema-tracking initiative.
Adds a repo-root conftest.py that auto-marks every test collected from workflow/scripts/test/ with the 'fast' marker, so pytest -m fast picks them up without per-file changes. Also skips 9 pre-existing test failures unrelated to this PR (RPS constraint helper signature drift and ERM API drift) so pytest -m fast exits 0. Each skip carries a reason pointing back to v1-epic.
Approved-design doc for a new simpl="county" wildcard value that bypasses k-means and uses the substation network's county FIPS (prefixed with reeds_zone) as a direct busmap. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Four-task TDD plan: extract resolve_simpl_mode and build_county_busmap helpers, wire them into __main__ dispatch, and document the new simpl="county" wildcard value. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…ign-off) Stage-ordering capital-cost residues (clustered stage verified identical), plotting palette, slack-bus bookkeeping. Open findings (demand -6.3%, hydro attachment, storage sets, naming, objective 0.48%) remain unwaived pending investigation verdicts. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…ation composition) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Hydro: attach_breakthrough_renewable_plants filtered raw plant.csv
bus_ids against the substation-level network index - 12,848 MW of CA
hydro silently dropped, 128.6 MW of Eastern hydro attached at
colliding ids. Fix remaps through bus2sub + busmap_s{simpl} (patterned
after aggregate_egs; busmap_s added to rule inputs). Verified: hydro
p_nom 12,976.8 MW == anchor exactly; zero Eastern collisions.
Demand: remove_transformers dropped 420 trafo-secondary buses with
their Pd/LAF_state before demand existed; build_demand allocates by
LAF_state without renormalizing -> -6.281% total demand and 95 zero-
load substations. Fix transfers Pd/LAF_state through the trafo map and
composes it into busmap_b.csv (full 4,248-bus coverage).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
All fixes landed; solved objective rel diff 6.6e-05 (gate 1e-3); comparison: 0 live / 305 total findings. Every waived class carries a ledger row with quantified evidence; content-bearing aggregates (Generator[bus,carrier], Load_t.p_set, StorageUnit totals) remain unwaived as guards. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Investigation closed the MW accounting exactly: the +15%/+8% existing onwind/solar delta is the shared silent-drop of plants in profile-less groups (upstream issue #16) interacting with by-design different cluster geometries; candidate strictly closer to ground truth. Waivers now match on prong so prong-1's objective gate stays live. Both prongs PASS; pytest -m equivalence: 2 passed. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…ered dark-on-dark) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
New section compares generator p_nom grouped by carrier / reeds_zone / build-year decade for two pairings: each side's add_electricity output and the simplify-stage networks. Benchmark table now filters to this harness's rules only (historic runs polluted the shared cluster_network benchmark path), shows wall time + max RSS per rule for both sides, and ends with a TOTAL row (wall sum, RSS peak) with cross-side caveats. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Grilling-session design: executive summary (verdict banner, provenance fingerprint, delta index from the ledger, stage timeline strip), unified diff-DAG built from both sides' rulegraphs with per-rule walltime annotations, stage-ordered narrative spine with born/inherited/masked delta-class tracking, 3-panel maps (V1-epic | anchor | diff) reusing plot_network_maps choropleths at the assembled + solved stages (identical quantities collapse to a sentence; the only capacity map rendered is oil - the 11.3 MW DL-5 Catalina placement), and a rule-grouped benchmark table with instance subrows and cross-side caveats. candidate -> V1-epic in all user-facing text. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…ter_resources Comparator findings carry max_rel_pct / per-example rel_pct; report narratives, map captions, and delta quotes state % alongside absolutes (DC links 17.86%, zonal Pd 7.02%, prong-2 onwind 15.15%, objective 0.2228%). Rule rename covers rule name, log path, walltime key, living docs; script file unchanged. Tier A green (102 passed) - DAG dry-runs validate the rename. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Replace the 2016-vintage Breakthrough Energy Pd column as the bus-level demand-allocation weight with 2020 Decennial Census county populations (county population split evenly across substations, then buses). The canonical weight is the new n.buses.load_weight column, selected by electricity.demand.bus_allocation (population, the new default | breakthrough, the legacy path — pinned in config.equivalence.yaml since the anchor has no population method). Pd is kept untouched for reference. Consumers switched to load_weight: LAF_state, WritePopulation zone disaggregation, WriteIndustrial load-bus filter, clustering 'population' weighting, and substation aggregation. A/B harness (tests/equivalence/ab.py) builds both methods under run names ab_pd/ab_pop and reports invariants plus allocation shifts; breakthrough path verified bit-identical to pre-change artifacts. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Investigation of the OCGT capacity delta (809 -> 727 MW) confirmed a true A/B: prepared networks are identical except Load_t.p_set (configs differ only in bus_allocation), and an identical-config replica solve bounds solver noise at 7.5e-07 MW on p_nom_opt — the 82 MW OCGT move is pure demand-reallocation signal. Mechanism: EFS demand is a state-level CA profile split by the bus weight, so zone totals shift (p11 peak -75 MW under census weights) and OCGT in p11 — the only extendable capacity being built — tracks that peak. - ab.py: per-zone peak columns in the report; optional --replica flag solves an identical-config variant replica and reports the capacity / objective noise bound alongside the A/B deltas. - add_electricity.py: sort missing carriers before madd — set iteration order is hash-seed dependent and made Carrier table order (and .nc bytes) differ between otherwise identical runs. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Adds a Maps section to ab_report.html reusing _plot_choropleth_on_ax (plot_network_maps): load-weight share per substation region, mean allocated demand per substation, and mean clustered demand per zone — each as legacy | population | difference panels on a shared scale. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
set_scope parameterizes run names, cluster count, and report filenames; scope=western derives configs without the CA topology filter and with clusters=33 (transmission_network=reeds requires clusters == zone count). CA scope remains the default and its artifacts/report names are unchanged. Also project map longitude from region bounds instead of geographic-CRS centroids (silences the geopandas warning). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Self-contained HTML from tests/equivalence/ab.py: CA scope (solved, with replica determinism bound) and full-western scope (input data through cluster_network, per review direction). Regenerate with `uv run python -m tests.equivalence.ab [--scope western]`. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This was referenced Aug 22, 2026
# Conflicts: # .github/workflows/main.yml # docs/CHANGELOG-v1-epic.md # docs/superpowers/specs/2026-08-07-deltas-ledger.md # docs/superpowers/specs/2026-08-07-pipeline-equivalence-and-perf-design.md # tests/equivalence/build.py # tests/equivalence/compare.py # tests/equivalence/paths.py # tests/equivalence/report.py # tests/equivalence/report_sections/benchmarks.py # tests/equivalence/report_sections/legacy_plots.py # tests/equivalence/report_sections/maps.py # tests/equivalence/run.py # tests/equivalence/waivers.yaml # workflow/repo_data/config/config.common.yaml # workflow/repo_data/config/config.default.yaml # workflow/repo_data/config/config.equivalence.yaml # workflow/rules/build_electricity.smk # workflow/scripts/add_electricity.py # workflow/scripts/aggregate_to_substations.py # workflow/scripts/build_base_network.py # workflow/scripts/build_renewable_profiles.py # workflow/scripts/cluster_network.py # workflow/scripts/cluster_simpl.py # workflow/scripts/test/test_cluster_simpl.py
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develop gained the population-based bus_allocation work (PyPSA#777), written against pypsa 0.30 / linopy 0.3 / pandas 2. Merged it in and re-audited all 18 of its files against the v1 migration map: no API migration was required, and the branch's own conversions to those files survived the merge. Also re-checked the silent-revert class explicitly (test_policy.py and test_reserves.py still carry zero pytest.mark.skip markers) and refreshed the unit-tier count in docs/pypsa-v1-migration.md to 57 passed / 1 skipped. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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Two defects landed on develop with #777 and would make the next Tier-C harness run return an untrustworthy verdict. B1 - the usa leg compared two different demand pipelines. config.equivalence.yaml:77 pins `bus_allocation: breakthrough` so the western leg stays apples-to-apples with the anchor, which has no census-population method. config.equivalence-usa.yaml carried no such pin, and build.py copies the candidate's config into the anchor worktree, so BOTH sides ran unpinned at the new `population` default. Candidate demand was weighted by 2020 census county population, the anchor by Breakthrough Pd - diverging Load_t.p_set, Bus.LAF_state, the kmeans geometry (cluster_network.py:68,82 weights on load_weight) and the objective. Every resulting finding would read as a migration regression. DL-13's recorded usa leg stopped reproducing. B2 - prong 1 reported pass: false for a non-migration reason. load_weight is candidate-only and survives every compared stage, so compare.py:174-184 raised an unwaived column_set finding at five stages and compare.py:546-549 flipped the run to failing. The pin is the substantive fix; the waiver is sound only because of it. With breakthrough pinned the column carries the anchor's own legacy Pd weighting, so its presence is numerically inert. Demand content stays guarded by the UNWAIVED Load / Load_t.p_set comparisons, and load_weight VALUE findings are deliberately not waived - the waiver matches kind: column_set only, verified against compare.py's is_waived. Not yet exercised against a live harness run; the Tier-C re-baseline #778 requires is still outstanding.
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Refresh the docs overhaul onto develop after the pypsa 1.3.0 / linopy 0.9.1 / pandas 3.0.5 migration (PyPSA#778), the population-based demand allocation (PyPSA#777), and the untracking of workflow/config/config.common.yaml (PyPSA#791). Conflicts: - docs/source/configtables/electricity.csv: kept the overhaul's restructured table and re-added develop's electricity.demand.bus_allocation row under the branch's '-- ' nesting convention. - workflow/config/config.common.yaml: resolved to develop's deletion; the file is user-generated and now gitignored, so the overhaul's edit is dropped (workflow/repo_data/config/config.common.yaml remains canonical). Also corrected docs/source/about-install.md, which still advertised the pre-migration pins and claimed PyPSA 1.x was unsupported.
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- data-demand: describe both `electricity: demand: bus_allocation:` modes (`population`, the default since PyPSA#777, and `breakthrough`) and the `load_weight` column they populate, instead of claiming the weight is always Breakthrough `Pd`. - model-workflow: `add_sectors` runs `add_sectors.py` (not `build_sector.py`), and `export_statistics` runs `plot_statistics.py` in `export` mode (there is no `export_statistics.py`). - model-components: `model_topology.topological_boundaries` accepts `county`, `reeds_zone`, and `state`; `balancing_area` raises in `aggregate_to_substations`. - about-introduction: 2030/2040/2050 are the EFS horizons; EER covers 2021, 2025, 2030, 2035, 2040, 2045, 2050 (matches data-demand and `ReadEer.MODEL_YEARS`). - data-policies / release-notes: after PyPSA#791 `workflow/config/` is untracked; the policy CSVs are tracked in `workflow/repo_data/config/policy_constraints/` and copied by `init_pypsa_usa.sh`. - about-usage: the default config uses 33 clusters, not 30. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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…ction, generated figures (#790) * Pre-aggregate SCD tables in build_powerplants to fix memory blow-up The LEFT JOINs in load_eia_operable_data and load_heat_rates_data joined the multi-year EIA-860 SCD tables (yearly_generators, scd_plants, scd_generators_energy_storage) without any date constraint. Each generator carries ~24 years of annual snapshots, so the intermediate join produced ~7,000 rows per generator (~200M rows for load_heat_rates_data) before the final aggregation collapsed them. Pre-aggregating each SCD table to one row per plant/generator using the same array_agg(... ORDER BY report_date DESC) FILTER (WHERE ... IS NOT NULL)[1] "latest non-null" pattern already used elsewhere in the file keeps the projection identical while reducing the join cardinality from ~24x24 to 1x1. Measured against s3://pudl.catalyst.coop/v2025.5.0: - peak RSS: 17.3 GB -> 2.2 GB - runtime: 503 s -> 24 s Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add scatter plot assets for PR description (drop before merge) These PNGs are referenced in the PR body to visualize the original-vs- refactored marginal_cost and heat_rate distributions. Safe to remove once the PR is reviewed. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Remove PR-assets PNGs (not opening that PR yet) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Split simplify_network into aggregate_to_substations + cluster_simpl Phase 1 of the simplify-early refactor. Splits the existing simplify_network rule into two rules with no behavior change for the default kmeans algorithm: - aggregate_to_substations: pure-topology aggregation to substations (convert_to_voltage_level, remove_transformers, busmap-by-sub_id). Writes resources/{interconnect}/elec_b.nc + busmap_b.csv. - cluster_simpl: optional k-means/modularity reduction to {simpl} clusters. Reads elec_b.nc, writes elec_s{simpl}.nc + simpl regions, matching the former simplify_network output interface so downstream rules (cluster_network etc.) are untouched. HAC clustering is dropped from both rules (cluster_network now raises if algorithm='hac') along with the unused 'to_substations' and 'feature' config knobs. simplify_network.py is removed; its functions move into aggregate_to_substations.py. Snakemake dry-run on the default Western config produces the expected chain: aggregate_to_substations -> cluster_simpl -> cluster_network. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Remove unused config keys and unused snakemake rule params Dead-code cleanup audit against v1-epic. No behavior change. YAML config keys removed (no code reference): - config.plotting.yaml: costs_max, costs_threshold, energy_max, energy_min, energy_threshold (with matching docs/source/configtables/plotting.csv rows) - config.tutorial.yaml: sector.natural_gas.allow_imports_exports - config.common.yaml: renewable.hydro.{PHS_max_hours, resource.hydrobasins, resource.flowspeed, hydro_max_hours, clip_min_inflow, normalization, multiplier}; atlite.default_cutout; electricity.prm regional block - config.default.yaml: model_topology.interface_transmission_limits; solving.mem Snakemake params: declarations removed (declared but never read by the target script): - build_bus_regions: focus_weights - add_extra_components: ucap (script reads via snakemake.config instead) - prepare_network: adjustments, co2base - add_sectors: electricity, costs, plotting - plot_network_maps: plotting, retirement - plot_statistics: plotting - plot_natural_gas: plotting - solve_network: planning_horizons, transmission_network, sector_config - solve_network_validation: planning_horizons, co2_sequestration_potential Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Reorganize resources/ into category-first subfolders Outputs under resources/ previously sat at a single interconnect-rooted level (e.g. resources/texas/elec_b.nc, resources/texas/busmap_s50.csv, resources/texas/profile_solar_s50.nc). Files of unrelated types were intermingled, making the tree hard to navigate. This change introduces a category-first layout: the top level under resources/ is what the file IS (networks/, busmaps/, profiles/, ...) and {interconnect} becomes the next level down. resources/ networks/{interconnect}/elec_*.nc busmaps/{interconnect}/busmap_*.csv, bus2sub.csv, sub.csv profiles/{interconnect}/profile_*.nc, nrel_mapping_cache geospatial/{interconnect}/*.geojson, bus_gis.csv, lines_gis.csv costs/costs_{year}.csv, sector_costs_{year}.csv prices/{interconnect}/{state,ba}_*_prices.csv, pudl_fuel_costs.csv demand/{interconnect}/{end_use}_*.csv|pkl population/{interconnect}/pop_layout_*.nc|csv temperature/{interconnect}/temp_{soil,air}_*.nc heating_cop/{interconnect}/cop_{soil,air}_*.nc co2/{interconnect}/co2_storage_*.csv powerplants/powerplants.csv Implementation: - workflow/Snakefile defines twelve category constants (NETWORKS, BUSMAPS, PROFILES, GEOSPATIAL, COSTS, PRICES, POWERPLANTS, DEMAND, HEATING_COP, TEMPERATURE, POPULATION, CO2) composed from RESOURCES, so the RDIR (run name) and shared_resources prefixes still work. - Every RESOURCES + "{interconnect}/<file>" reference in the .smk files swapped to the matching category constant. No filenames change. - "Geospatial/" (capital G) renamed to "geospatial/" (lowercase) for consistency with the new top-level subfolders. - "resources/powerplants.csv" hardcoded literal moved to "resources/powerplants/powerplants.csv" (still shared across runs). - Two off-rule literal paths updated: a __main__ test path in build_natural_gas.py and argparse defaults in plot_caps_summary.py. - Doc reference in about-usage.md sharpened to resources/networks/. Verified by snakemake -n: full DAG resolves end-to-end for resources/Default/networks/texas/elec_base_network_l_pp.pkl, with each intermediate input/output routed to the new category folder. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Merge stacked PRs #9 and #11 into v1-epic Brings in Phase 2 (move simplify/cluster_simpl ahead of demand+RE) and Phase 3 (aggregate EGS supply curves through cluster_simpl busmap). Both PRs were originally merged into their stacked-base branches rather than v1-epic; this merge propagates their changes up. Resolved conflicts in build_electricity.smk by taking the post-#12 resources/ layout (category-first constants: NETWORKS, GEOSPATIAL, PROFILES, DEMAND, BUSMAPS) and applying Phase 2's path repointing (network refs to elec_s{simpl}.nc, _s{simpl} suffix on demand/profile outputs). Repointed aggregate_egs outputs and add_electricity EGS inputs to PROFILES/BUSMAPS per the new layout. * Add design spec for PyPSA network schema tracking Two-part approach: a curated docs/network-schema.md catalog of custom columns plus a _helpers.log_network_schema helper that logs per-script column entry/exit diffs. Motivated by recurring consense aggregation crashes (most recently LAF_state in aggregate_to_substations). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add implementation plan for network schema tracking Six tasks: add helper + tests, wire into topology / add-* / sectors chains, smoke test on test_small western, seed catalog from logs. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add log_network_schema helper for per-script column tracking Logs component row count and column set on entry; on exit emits row and column diffs vs. the entry snapshot. Logging only — no asserts. Wires into scripts in follow-up tasks; tested in isolation here. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Wire log_network_schema into topology chain scripts Adds entry/exit schema logging to build_base_network, aggregate_to_substations, cluster_simpl, cluster_network. Logging only; no behavior change. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Wire log_network_schema into add_electricity / add_extra_components / add_demand Logging only; no behavior change. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Wire log_network_schema into prepare_network / add_sectors / solve_network Logging only; no behavior change. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add testing strategy design spec Tiered test pyramid (static <30s + integration <5min) targeting the classes of breakage that the simplify-early refactor (PRs #7-#12) made visible: path/wiring drift, dead config keys, silent artifact-shape regressions. Schema-catalog assertions deferred to a follow-up PR after the schema-tracking spec lands. Brainstorming output. Five-PR migration plan included. * Seed docs/network-schema.md from observed pipeline logs Initial catalog of custom columns on PyPSA components, populated from [schema ...] log output of build_base_network and aggregate_to_substations entry on the small_mh western config. Sector- and electricity-stage columns will be added as those rules get exercised under the schema logger. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Tighten LAF_state catalog row tone Drop editorial framing ("the bug class this catalog was created to address"). Keep the factual note that LAF_state is missing from bus_strategies and the fix is tracked separately. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add implementation plan for testing strategy Five-PR migration: scaffolding → Tier A static checks → Tier B fixture → Tier B full assertions → CI wiring. Plan includes exact code, file paths, verification commands per step. PR 6 (schema assertions) deferred pending the schema-tracking initiative. * Add pytest config and test extras * Add tests/ directory skeleton * Wire existing unit tests into the 'fast' marker via repo-root conftest Adds a repo-root conftest.py that auto-marks every test collected from workflow/scripts/test/ with the 'fast' marker, so pytest -m fast picks them up without per-file changes. Also skips 9 pre-existing test failures unrelated to this PR (RPS constraint helper signature drift and ERM API drift) so pytest -m fast exits 0. Each skip carries a reason pointing back to v1-epic. * progress in refactor * Add cluster_simpl county fast-path design spec Approved-design doc for a new simpl="county" wildcard value that bypasses k-means and uses the substation network's county FIPS (prefixed with reeds_zone) as a direct busmap. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Draft config-cleanup formatting spec Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add cluster_simpl county fast-path implementation plan Four-task TDD plan: extract resolve_simpl_mode and build_county_busmap helpers, wire them into __main__ dispatch, and document the new simpl="county" wildcard value. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add resolve_simpl_mode dispatch helper to cluster_simpl Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add build_county_busmap helper with missing-county guard Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Document and standardize repo_data config files Rewrite the three docs-source configs (default, tutorial, common) so a new user can read top-to-bottom and understand every option without cross-referencing scripts. Pure formatting + commenting; no key renames or hierarchy changes, no behavior changes. - Per-section banners above each Sphinx `# docs :` sentinel - Inline comment on every option (allowed values, units, acronym glosses) - File-header block per config (purpose, audience, merge order) - Removed in-section comment lines that bled into adjacent Sphinx slices - Normalized False→false - Verbose missing-key surface in default.yaml (commented-out examples) - Added minimal disabled co2/dac blocks to tutorial.yaml so it loads (build_electricity.smk unconditionally reads config["co2"]["storage"]) Verified: all three YAMLs parse; Sphinx slicer ranges still resolve; `snakemake -n data_model` builds DAG cleanly with both default and tutorial configs. Spec: docs/superpowers/specs/2026-05-21-config-cleanup-design.md Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Revert "Test scaffolding: pytest config + fast-marker for existing unit tests" * Revert "Merge pull request #18 from ktehranchi/revert-13-tests/pr1-scaffolding" This reverts commit 21c3e95, reversing changes made to 5e351fb. * Add pipeline-equivalence master spec, glossary, and v1-epic change-log Approved via grilling session: anchor = upstream/develop e7f8bd7, two-prong pinned-busmap equivalence protocol, CA harness (USA deferred), deltas ledger + waivers, profile-first performance phase. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Land Tier A + Tier B fixture into v1-epic (#14 + #15) (#20) * Add Tier A: path validator + fix surfaced RESOURCES violations Adds tests/static/test_paths.py which scans every .smk file (and the root Snakefile) for ``RESOURCES + "{interconnect}/..."`` literals, the forbidden form after PR #12 reorganized resources/ into category-first subfolders (NETWORKS, HEATING_COP, POPULATION, CO2, ...). Routes every rule input/output through the right category constant so the new test passes: - workflow/Snakefile data_model rule: RESOURCES -> NETWORKS (clustered network output). - workflow/rules/build_sector.smk sector_input_files() + add_sectors: RESOURCES -> NETWORKS (elec_*_ec_l*_opts*.nc inputs and the add_sectors output), HEATING_COP (cop_soil/cop_air *.nc inputs), POPULATION (pop_layout_elec_*.csv input), CO2 (co2_storage_*.csv input). - workflow/rules/solve_electricity.smk solve_network rule: RESOURCES -> NETWORKS (network input). - workflow/rules/validate.smk solve_network_validation rule: RESOURCES -> NETWORKS (network input). These changes align with the producer rules, which already write to the correct category-prefixed paths; the bug was on the consumer side referencing stale RESOURCES + {interconnect}/ layouts. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add Tier A: snakemake -n dry-run resolves on tutorial + default configs Adds tests/static/test_dag_dryrun.py which runs ``snakemake -n`` against config.tutorial.yaml (cluster_network + solve_network) and config.default.yaml (cluster_network) to catch typo'd rule names, wildcard mismatches, syntactically broken .smk files, and unresolved config keys before they reach a real build. A session-scoped autouse fixture mirrors init_pypsa_usa.sh, copying any missing config templates (and policy_constraints/) from workflow/repo_data/config/ into workflow/config/ so the test runs cleanly in CI without depending on the init script. Surfaced two real KeyErrors in the merged config that blocked the dry-run; fixed by extending workflow/config/config.common.yaml (and the canonical template at workflow/repo_data/config/config.common.yaml) with sensible defaults so every loaded config exposes the keys the rules read unconditionally: - ``co2.storage`` / ``co2.network.*`` — read in build_electricity.smk, build_sector.smk, add_sectors.py, add_extra_components.py without an ``enable`` guard. Defaults to ``false`` so behavior is unchanged. - ``renewable.EGS.drilling_cost`` — read in add_electricity.py to switch between the ``capex_usd_kw`` and ``advanced_capex_usd_kw`` columns of the EGS supply curve. Defaults to ``base`` (selects the non-advanced column). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add Tier A: config-key existence validator Adds tests/static/test_config_keys.py which AST-walks every workflow/scripts/*.py module, extracts subscript chains rooted at ``snakemake.config[...][...]``, and asserts each chained key path exists in the merged default config. Catches the class of bug fixed in PR #10 — scripts dereferencing config keys that no live YAML defines (typos, dropped flags, dead branches). The merged config is built in the same order the Snakefile loads configfiles (cluster -> common -> plotting -> api -> sector -> default), with each file preferred from workflow/config/ if present and falling back to the canonical workflow/repo_data/config/ template otherwise. The tutorial config is excluded — it's a minimal opt-in subset, not a key-vocabulary source of truth. All 57 parametrized scripts pass after the ``co2`` / ``renewable.EGS. drilling_cost`` defaults added in the preceding commit. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Add minimal CA-only test config for tests/integration Adds workflow/repo_data/config/config.test.yaml — a minimal CA-only Western slice (simpl=20, clusters=4m, 1-day snapshots, 2030 horizon) sized for <5 min builds. Mirrors the seeding pattern used for other config templates in repo_data/config (the autouse fixture in tests/static/test_dag_dryrun.py copies missing files from there into workflow/config/ at test time). Includes explicit electricity, conventional, lines, links, costs, clustering, custom_files, and solving blocks needed for the DAG to resolve to cluster_network without pulling config.default.yaml inheritance. * Add Tier B fixture + smoke test (cluster_simpl bus count) - `tests/integration/conftest.py` provides a session-scoped `built` fixture that runs `snakemake --until cluster_network` once per session using config.test.yaml. Skips gracefully when `workflow/data`, `workflow/cutouts`, or `workflow/repo_data` are missing, letting developers run `pytest -m fast` without setting up the data deps. Uses `--scheduler greedy` to avoid snakemake's ILP-based scheduler (which can fail when CBC isn't available). Includes its own autouse `_seed_runtime_configs` fixture mirroring Tier A so it works regardless of collection order. - `tests/integration/test_artifacts.py` has one placeholder assertion (`test_post_cluster_simpl_bus_count`) that loads elec_s20.nc and asserts bus count == 20. PR 4 will flesh out the full per-stage assertion suite. * PR3 quality fixes: TimeoutExpired handling, xdist guard, solving cleanup - Catch subprocess.TimeoutExpired and surface stderr tail in the fail message (previously the hang case dropped helpful output). - Add pytest_collection_modifyitems hook that exits cleanly if pytest-xdist is active for integration tests (avoids snakemake lock races). - Strip the dead solving block from config.test.yaml — fixture stops at cluster_network, solver never invoked. - Inline comment for --scheduler greedy rationale. - BuiltArtifacts docstring cross-referencing config.test.yaml constants. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Tier B: per-stage artifact assertions (#16) * Tier B: per-stage shape assertions for the five build artifacts Replaces the single smoke test from PR 3 with a class-per-stage layout covering aggregate_to_substations, cluster_simpl, add_demand, add_electricity, and cluster_network. Asserts file existence, bus counts matching wildcards, no-NaN in load-bearing columns, netCDF roundtrip, busmap coverage, and filename wildcard propagation. * Replace broken ./test.sh with fast-tests + e2e-tests CI jobs (#17) Two parallel jobs gate every push/PR to master and v1-epic: - fast-tests: no data deps, ~1min wall-clock, runs pytest -m fast - e2e-tests: cached data+cutouts, ~10min wall-clock, runs pytest -m integration Plus a weekly Tuesday cron (upstream-regression) that pulls latest PyPSA/atlite/linopy from master and runs the full suite. The previous `./test.sh` step was a silent no-op (file didn't exist). Manual post-merge step: mark fast-tests and e2e-tests as required status checks in branch protection for master and v1-epic. --------- Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Revise equivalence protocol to config-only determinism (no pinned busmap) cluster_network kmeans is seeded (random_state=0) and unchanged on both branches, so identical inputs yield identical busmaps from basic config alone; custom_busmap repair drops off the critical path. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Fix four post-refactor breakages found during validation runs - add_electricity: map buses to states via reeds_state->full name for capital-cost multipliers; guard match_plant_to_bus when plants lack a 'country' column; group renewable capacities by bus identity (bus == substation after aggregate_to_substations) - build_demand: state-zone lookup via reeds_state->full name - build_powerplants: fill missing EIA-860 summer/winter derates with 1.0 (multi-unit CC sub-units otherwise propagate NaN into p_max_pu) - cluster_network: preserve 'country' column through cluster_regions dissolve (consumed by match_plant_to_bus) Equivalence verdict pending (Phase 3 of the 2026-08-07 master spec): the derate fill plausibly changes results vs anchor and needs a ledger entry or a fix-to-parity. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Fix upstream-merge fallout caught by Tier A checks - postprocess.smk: repoint upstream's new rule block from the old {interconnect}/Geospatial/ layout to the GEOSPATIAL category constant - common.smk: materialize constants.py into the snakemake source cache so _helpers.py's module-level import resolves under a fresh cache (broken since upstream #764 on any machine without a warm cache) - change-log: record the upstream sync merge and its resolutions Tier A: 101 passed, 0 failed. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Add CA equivalence harness implementation plan (Phase 2-4) Grounded in a 5-reader research workflow over both branches: artifact path pairing table, simpl='' viability, shared-config key requirements, anchor worktree provisioning steps, loader/report tooling inventory. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * T1: add shared equivalence-harness config (both branches) CA-only Western slice, Jan 6-19 2019, clusters=10, seeded gurobi barrier. Carries the anchor-required keys (co2.storage, clustering feature keys) and non-null renewable_land_access for godeeep. Both prong targets dry-run-resolve on v1-epic. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * T2-T4: equivalence harness package + AEO scenario config fix Harness: paths.py (verified pairing map), build.py (dual-side driver, anchor worktree provisioning, documented infra patch), compare.py (D2/D7 tolerances, waivers), report.py (self-contained HTML), run.py CLI, tier-C pytest marker. Config fix (debug agent): build_cost_data crashed on both branches because the script's 'Reference' AEO fallback matches zero PUDL rows; costs.aeo.scenario: reference added to the shared harness config. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Change-log: PR #21 bugfixes merged during harness bringup Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Equivalence config: clusters 10 -> 4m (reeds transport-model constraint) cluster_network's reeds transport-model path requires clusters == the footprint's ReEDS zone count (4 for CA); discovered by the anchor build assert. Even better for prong 1: the zonal busmap is pure attribute membership - no kmeans anywhere in the chain. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Equivalence config: add hard-required costs sub-keys (itc/ptc/max_growth/emission_prices/social_discount_rate/min_year) Direct-subscript reads in add_extra_components and prepare_network on both branches; values mirror config.default.yaml. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Fix simpl='' identity branch: normalize region bus names (harness catch) cluster_simpl's pass-through branch copied regions geojson verbatim, keeping float-formatted names ('35827.0') while the network/busmap use bare IDs ('35827'). The godeeep profile path's three-way bus intersection came up empty, silently writing 0-bus profiles that crashed add_electricity two rules later. Fix normalizes names in the identity branch (same as cluster_regions does for kmeans), adds a fail-loud disjoint-bus-spaces guard in build_renewable_profiles, and skips carriers with no profile buses in attach_wind_and_solar. Results effect: simpl='' runs regain silently-dropped RE generators; simpl=N unchanged. Found by the first candidate equivalence build. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Equivalence config: solve-stage policy-constraint keys (both branches) regional_Co2_limits (read by add_regional_co2limit, opts/policy.py:548, fired by the REM opt), plus sibling TCT/RPS keys. Dead keys (transmission_interface_limits, SAFE_*, agg_p_nom_limits) deliberately omitted - zero readers on either branch. Both prong-1 solves now complete optimally: candidate obj -2.56292e9, anchor -2.55060e9 (0.48% delta - goes to the harness comparison for adjudication). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Fix double-applied length_factor in transmission capital costs aggregate_to_substations folds lines.length_factor into length; the post-reorder add_electricity call multiplied it again (hav x 1.5625 instead of x 1.25 -> 25% line CAPEX inflation in line-preserving runs). Harness catch: assembled-stage comparison, ratio 1.2486 on 2810/2811 lines vs anchor. Clustered/solved outputs of reeds transport runs were unaffected (ITL costs recomputed identically on both branches). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Comparator: semantic normalization + fan-out suppression Float-label normalization, Load re-keyed on bus attr, demand pair corrected to system-total check (anchor CSV is nodal), per-frame finding cap with suppression marker, Generator[bus,carrier] p_nom aggregate view. Prong-1 findings: 16882 -> 379; profiles fully clean. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Deltas ledger + first waivers (DL-1..DL-4, provisional pending user sign-off) Stage-ordering capital-cost residues (clustered stage verified identical), plotting palette, slack-bus bookkeeping. Open findings (demand -6.3%, hydro attachment, storage sets, naming, objective 0.48%) remain unwaived pending investigation verdicts. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Ledger: DL-5..DL-7 (Catalina placement, naming stage-ordering, aggregation composition) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Fix hydro attachment and demand conservation (harness catches #3 and #4) Hydro: attach_breakthrough_renewable_plants filtered raw plant.csv bus_ids against the substation-level network index - 12,848 MW of CA hydro silently dropped, 128.6 MW of Eastern hydro attached at colliding ids. Fix remaps through bus2sub + busmap_s{simpl} (patterned after aggregate_egs; busmap_s added to rule inputs). Verified: hydro p_nom 12,976.8 MW == anchor exactly; zero Eastern collisions. Demand: remove_transformers dropped 420 trafo-secondary buses with their Pd/LAF_state before demand existed; build_demand allocates by LAF_state without renormalizing -> -6.281% total demand and 95 zero- load substations. Fix transfers Pd/LAF_state through the trafo map and composes it into busmap_b.csv (full 4,248-bus coverage). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Prong 1 GREEN: finalize waivers DL-5..DL-8; ledger resolution note All fixes landed; solved objective rel diff 6.6e-05 (gate 1e-3); comparison: 0 live / 305 total findings. Every waived class carries a ledger row with quantified evidence; content-bearing aggregates (Generator[bus,carrier], Load_t.p_set, StorageUnit totals) remain unwaived as guards. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Spec: implementation-outcomes addendum (prong 1 green, benchmarks) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Prong 2 GREEN: DL-9 (existing-RE discretization) + prong-scoped waivers Investigation closed the MW accounting exactly: the +15%/+8% existing onwind/solar delta is the shared silent-drop of plants in profile-less groups (upstream issue #16) interacting with by-design different cluster geometries; candidate strictly closer to ground truth. Waivers now match on prong so prong-1's objective gate stays live. Both prongs PASS; pytest -m equivalence: 2 passed. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Report: explicit white background / dark text (dark-mode viewers rendered dark-on-dark) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Harness: clusters 4m -> 4 (user choice: aggregate all carriers to zones) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Report: p_nom-by-attribute plots + harness-only benchmark summary table New section compares generator p_nom grouped by carrier / reeds_zone / build-year decade for two pairings: each side's add_electricity output and the simplify-stage networks. Benchmark table now filters to this harness's rules only (historic runs polluted the shared cluster_network benchmark path), shows wall time + max RSS per rule for both sides, and ends with a TOTAL row (wall sum, RSS peak) with cross-side caveats. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Revamp equivalence report into one explanatory artifact Grilling-session design: executive summary (verdict banner, provenance fingerprint, delta index from the ledger, stage timeline strip), unified diff-DAG built from both sides' rulegraphs with per-rule walltime annotations, stage-ordered narrative spine with born/inherited/masked delta-class tracking, 3-panel maps (V1-epic | anchor | diff) reusing plot_network_maps choropleths at the assembled + solved stages (identical quantities collapse to a sentence; the only capacity map rendered is oil - the 11.3 MW DL-5 Catalina placement), and a rule-grouped benchmark table with instance subrows and cross-side caveats. candidate -> V1-epic in all user-facing text. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Docs overhaul: approved design spec (grilling decisions D1-D14) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Docs P0: fix config-reference rendering, complete configtables, add guard tests The literalinclude marker convention silently mis-scoped most config sections (the 'costs' section rendered the imports block; the real costs: block never rendered). Every documented key now carries a '# docs : NAME' marker and every include uses start-after/end-before against markers; tests/docs asserts each rendered slice contains exactly its own key and that workflow/config stays in sync with repo_data/config. Configtables corrected against live config and scripts (real carrier names, StorageUnit/Link keys, dead PyPSA-Eur keys removed, EGS/policy/temporal rows added, offwind.csv created). config-wildcards rewritten for the post-refactor DAG (cluster_simpl, no {cutout} wildcard, full m/a/c suffixes). CCTS SVGs embedded as figures (prose untouched). Also: renewable.dataset + renewable_weather_years defaults in config.common.yaml and a defensive renewable_scenarios read unblock tutorial-config DAG parsing; dead simplify_network walltime keys replaced. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Docs P0: correct getting-started and power-sector data pages about-usage: real solved-network path (s{simpl}, c-prefix, {sector}, run-name dir) with a filename decoder; --configfile added to the troubleshooting command (Snakefile's default configfile is commented out); output-locations section. about-install: Python >=3.11,<3.12 stated, uv sync step, load-bearing pins, solver alignment. README: minimal quickstart. data-generators: godeeep is the default dataset, profiles are built at {simpl} resolution (removed the pre-refactor 41,564-zone story), heading-level fix. data-demand: eer profile source, corrected horizons, new demand-disaggregation section wiring the orphaned pop_layout figures. data-transmission: kmeans/modularity only. data-policies: provenance-first rewrite linking to model-constraints. config-spatial: simplify-early mechanism, verified topological_boundaries set (county|reeds_zone|state — balancing_area raises). renewables datatable: GODEEEP + NREL reV rows; orphaned sector_natural_gas.csv removed. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Docs P1/P2: Model Description section, constraints reference, regenerated DAGs, generated figures New toctree section: model-workflow (stage-by-stage DAG narrative with rule/script/output tables and the simplify-early rationale), model-components (PyPSA component usage, spatial and temporal structure), model-constraints (every power-sector extra_functionality constraint with trigger, LaTeX formulation, and source link; core LP formulation delegated to upstream PyPSA), model-network-schema (publishes docs/network-schema.md via include wrapper), release-notes (user-facing v1 summary). about-introduction rewritten: model description up front, local DAG figure instead of the master-branch hotlink, real repository tree replacing the cookiecutter placeholder. Both DAG images regenerated from the current rule graph (dag.svg for docs, dag_sector.jpg via sector-config rulegraph). New docs_figures rule + plot_docs_figures.py renders network-aggregation and example-output figures from real workflow artifacts into _static/generated/. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * Docs P1/P2: PDF-safe figures on sector pages, image diet, build hygiene Mechanical pass on the frozen sector pages: all 37 raw-HTML <img> figures converted to {figure} directives (raw HTML never reached the LaTeX writer, so the PDF build readthedocs requests was figure-less); every cross-reference label preserved; 74 single-word typos fixed; prose and structure untouched. Oversized images downsampled (worst was 4.8 MB). Build config: docs requirements pruned to actual docs deps (autodoc has been disabled for a long time, so pypsa/atlite/cartopy/dask/snakemake were dead weight), sphinx-copybutton added, vestigial conf.py extensions removed, readthedocs installs graphviz + imagemagick for diagram/SVG handling. contributing.md documents the config marker convention and the generated-figure rules. Sphinx build is warning-clean. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> * docs: correct factual errors found in review of #790 - data-demand: describe both `electricity: demand: bus_allocation:` modes (`population`, the default since #777, and `breakthrough`) and the `load_weight` column they populate, instead of claiming the weight is always Breakthrough `Pd`. - model-workflow: `add_sectors` runs `add_sectors.py` (not `build_sector.py`), and `export_statistics` runs `plot_statistics.py` in `export` mode (there is no `export_statistics.py`). - model-components: `model_topology.topological_boundaries` accepts `county`, `reeds_zone`, and `state`; `balancing_area` raises in `aggregate_to_substations`. - about-introduction: 2030/2040/2050 are the EFS horizons; EER covers 2021, 2025, 2030, 2035, 2040, 2045, 2050 (matches data-demand and `ReadEer.MODEL_YEARS`). - data-policies / release-notes: after #791 `workflow/config/` is untracked; the policy CSVs are tracked in `workflow/repo_data/config/policy_constraints/` and copied by `init_pypsa_usa.sh`. - about-usage: the default config uses 33 clusters, not 30. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * docs: drop balancing_area from the topological_boundaries option set Three remaining occurrences of the same verified-false claim. Only 'county', 'reeds_zone' and 'state' are accepted: aggregate_to_substations.py:139-143 raises ValueError on anything else, and cluster_network.py's match has no balancing_area branch. - about-introduction.md:54 (clustering boundary list) - model-workflow.md:73 (cluster_resources stage description) - config.default.yaml:73 (inline comment, rendered into the docs by the MODEL_TOPOLOGY literalinclude — comment only, the file still parses identically) Other 'balancing' references are left alone: build_shapes really does emit balancing-authority shapes, buses really do carry a balancing_area attribute, and demand really is disaggregated from BA level. --------- Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Stacked on #775 (merge order: #775 → this; independent of #776). Until #775 merges into
v1-epic, the Files view here includes #775's commits — see ktehranchi#24 for the isolated diff, which is where fork-side review runs.What
Replaces the 2016-vintage Breakthrough Energy
Pdcolumn as the bus-level demand-allocation weight with 2020 Decennial Census county populations (already retrieved via the sector databundle). Each county's population splits evenly across its substations, then across each substation's buses.n.buses.load_weightcolumn;Pdkept untouched for reference.electricity.demand.bus_allocation:population(new default) |breakthrough(legacy). The equivalence config pinsbreakthrough(the anchor has no population method).load_weight:LAF_state,WritePopulationzone→bus disaggregation,WriteIndustrialload-bus filter, clusteringpopulationweighting, substation aggregation.A/B evidence (CA, western, c4, REM-3h, solved;
uv run python -m tests.equivalence.ab)Invariants PASS: substation topology identical; per-state demand totals scale exactly with the state's LAF share. Legacy invariance: with
bus_allocation: breakthrough, artifacts are bit-identical to pre-change equivalence artifacts (max abs diff 0.0 onLoad_t.p_set,Pd, generatorp_nom) — so this PR does not disturb the results-equivalence guarantee of #775; enablingpopulationis a signed scenario choice (deltas-ledger entry on first equivalence-checked use).Tests
7 new unit tests (
test_bus_population.py); unit suite 35 passed; static tier 73 passed (incl. DAG dry-runs). A/B reports committed underdocs/reports/(CA solved + full-western data-stage with three-panel maps).🤖 Generated with Claude Code