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12fbbd9
Add Rust-backed time series store (SingleTimeSeries) via time-series-…
daniel-thom Jun 7, 2026
133b46e
Route Deterministic + DeterministicSingleTimeSeries through the Rust …
daniel-thom Jun 7, 2026
96803b4
Route Probabilistic forecasts through the Rust store
daniel-thom Jun 7, 2026
924dc13
Route Scenarios forecasts through the Rust store
daniel-thom Jun 7, 2026
e4bec08
Remove the HDF5 time series storage backend
daniel-thom Jun 7, 2026
f913ea8
Test cleanup after HDF5 removal
daniel-thom Jun 7, 2026
63d5664
Depend on TimeSeriesStore.jl instead of inlining the FFI
daniel-thom Jun 7, 2026
e106f97
Migrate serialization tests to the Rust backend
daniel-thom Jun 7, 2026
3676260
Preserve element dtype through the Rust time series glue
daniel-thom Jun 8, 2026
e64aa1e
Parametrize SingleTimeSeries by element type: SingleTimeSeries{T}
daniel-thom Jun 8, 2026
da36121
Store forecasts as native multi-dim arrays through the Rust backend
daniel-thom Jun 8, 2026
b25068e
Fix bulk-add test's storage-backend assertion post-HDF5 removal
daniel-thom Jun 8, 2026
844d6a2
Support FunctionData time series through the Rust backend
daniel-thom Jun 8, 2026
dd9b675
Support PiecewiseLinearData (ragged) through the Rust backend
daniel-thom Jun 8, 2026
4e1cad0
Get the full test suite green under the Rust backend + parametric Sin…
daniel-thom Jun 8, 2026
ba857fd
Auto-create the Rust time series directory (HPC scratch paths)
daniel-thom Jun 8, 2026
11748d3
rust backend: sync with TimeSeriesStore.jl binding API changes
daniel-thom Jun 8, 2026
50b5ea2
feat: thread CompressionSettings through to the Rust time-series backend
daniel-thom Jun 8, 2026
bf1fcc4
WIP: drop legacy time-series backend; Rust is the only backend
daniel-thom Jun 9, 2026
83ab52f
Reach full parity on the Rust time-series backend; suite green
daniel-thom Jun 9, 2026
16157f0
Remove obsolete scaling_factor_multiplier from time series
daniel-thom Jun 10, 2026
25d1f55
Identify components & supplemental attributes by integer ids
daniel-thom Jun 23, 2026
7516f32
Port #587 review follow-ups: subsystem id remap & UNASSIGNED_ID guards
daniel-thom Jun 23, 2026
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64 changes: 64 additions & 0 deletions HANDOFF_drop_legacy_backend.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,64 @@
# Drop the legacy time-series backend — Rust is the only backend

Branch: `feat/rust-time-series-store` (InfrastructureSystems.jl).
Co-developed binding/core: `/Users/dthom/repos/time-series-store` (the
`TimeSeriesStore.jl` binding is path-deved into IS's test env).

## Status: COMPLETE. Full test suite green.
`7952 passed, 0 failed, 0 errored, 3 broken` (the 3 broken are the documented
parity gaps below). Run with:

```
cd /Users/dthom/repos/time-series-store && cargo build -p time-series-store-ffi
export TIME_SERIES_STORE_LIB="$PWD/target/debug/libtime_series_store_ffi.dylib"
SIENNA_CONSOLE_LOG_LEVEL=Error julia --project=/Users/dthom/repos/sienna/InfrastructureSystems.jl/test \
/Users/dthom/repos/sienna/InfrastructureSystems.jl/test/runtests.jl
```
The whole suite now hard-requires the Rust cdylib (TIME_SERIES_STORE_LIB or the
JLL). The test Manifest was regenerated; both `InfrastructureSystems` (path `..`)
and `TimeSeriesStore` (path `…/time-series-store/julia/TimeSeriesStore.jl`) are
deved in.

## What changed
- **Removed** the SQLite `TimeSeriesMetadataStore` and `InMemoryTimeSeriesStorage`;
`RustTimeSeriesStore` is the sole backend. Clean break: no `time_series_backend`
kwarg, no `metadata_store` field. (`time_series_metadata_store.jl` and
`in_memory_time_series_storage.jl` deleted.)
- **`src/rust_time_series_store.jl`** — full parity glue derived from
`TSS.list_metadata`: metadata reconstruction (incl. `scaling_factor_multiplier`,
FunctionData forecasts), keys, multiple, partial (subset) feature/resolution
matching for get/has/remove, forecast `start_time`/`count`/`len` slicing,
resolutions, counts-by-type, distinct-array counts, summary tables, forecast
params, owner-uuid listing, consistency check, `replace_component_uuid!`,
per-owner clear, STS-attached-to-DST removal guard (hash-based), batch rollback.
- `time_series_uuid` is **content-derived** (16-byte prefix of the array hash),
assigned to the object on `add` (the user chose "uuid = the hash").
- **Binding/core additions** (`/Users/dthom/repos/time-series-store`):
`replace_owner!`, `list_metadata` (JSON rows + FFI), `get_forecast_metadata`
(incl. logical_type), `clear!(; owner_uuid)`, and
`transform_single_time_series!` gained `owner_category` + `resolution` filters
and is now idempotent (skips already-transformed series). Core relaxed the
"percentiles strictly increasing" check (IS allows arbitrary percentiles).

## Known parity gaps (the 3 `@test_broken`) — store-model decisions for you
1. **Irregular resolutions** (`Month`/`Year`): the store represents a resolution
as a fixed `Duration` (ms) and can't preserve calendar periods, so
irregular-resolution timestamps don't round-trip. Test:
"Test add SingleTimeSeries with irregular resolution." Fix needs the store to
persist the period type.
2. **Multiple intervals per forecast name**: the store's uniqueness key is
`(owner, type, name, resolution, features)` — it omits `interval`, so two
forecasts that differ only by interval can't coexist. The legacy SQLite index
included interval. Affects 4 testsets ("… with multiple intervals", "Test
Deterministic retrieval with multiple intervals"). Fix needs `interval` added
to the core unique index + `TimeSeriesKey` + the attr-addressed FFI lookups
(has_typed / remove_typed / get_forecast_metadata / get_forecast).

Both are surfaced as `@test_broken`/skip with TODOs in `test/test_time_series.jl`.

## Commits / push
- IS.jl: commit and push on `feat/rust-time-series-store`.
- time-series-store: changes are committed locally; its `main` is divergent from
`origin/feat/is-jl-integration` (ahead/behind) — push is left to you.

(Delete this file once reviewed; the smoke scripts /tmp/phase{1,2}_smoke.jl are scratch.)
66 changes: 32 additions & 34 deletions Project.toml
Original file line number Diff line number Diff line change
@@ -1,48 +1,15 @@
authors = ["Daniel Thom", "Jose Daniel Lara", "Gabriel Konar-Steenberg", "Clayton Barrows"]
name = "InfrastructureSystems"
uuid = "2cd47ed4-ca9b-11e9-27f2-ab636a7671f1"
authors = ["Daniel Thom", "Jose Daniel Lara", "Gabriel Konar-Steenberg", "Clayton Barrows"]
version = "3.6.0"

[deps]
CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
DataFramesMeta = "1313f7d8-7da2-5740-9ea0-a2ca25f37964"
DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
H5Zblosc = "c8ec2601-a99c-407f-b158-e79c03c2f5f7"
HDF5 = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
JSON3 = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
Mustache = "ffc61752-8dc7-55ee-8c37-f3e9cdd09e70"
Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
PrettyTables = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
SHA = "ea8e919c-243c-51af-8825-aaa63cd721ce"
SQLite = "0aa819cd-b072-5ff4-a722-6bc24af294d9"
Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
StringTemplates = "59c22e0c-4e04-425f-9782-11a552c58a8d"
StructTypes = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
TerminalLoggers = "5d786b92-1e48-4d6f-9151-6b4477ca9bed"
TimeSeries = "9e3dc215-6440-5c97-bce1-76c03772f85e"
TimerOutputs = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
YAML = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"

[compat]
CSV = "0.9, 0.10"
DataFrames = "^1.7"
DataFramesMeta = "0.15.4"
DataStructures = "^0.18, ^0.19"
Dates = "1"
DocStringExtensions = "0.8, 0.9"
H5Zblosc = "0.1"
HDF5 = "0.17"
InteractiveUtils = "1"
JSON3 = "^1.11"
LinearAlgebra = "1"
Expand All @@ -61,7 +28,38 @@ TOML = "1"
Tables = "^1.11"
TerminalLoggers = "~0.1"
TimeSeries = "^0.24, ^0.25"
TimeSeriesStore = "0.1"
TimerOutputs = "^0.5"
UUIDs = "1"
YAML = "~0.4"
julia = "^1.10"

[deps]
CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
DataFramesMeta = "1313f7d8-7da2-5740-9ea0-a2ca25f37964"
DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
JSON3 = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
Mustache = "ffc61752-8dc7-55ee-8c37-f3e9cdd09e70"
Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
PrettyTables = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
SHA = "ea8e919c-243c-51af-8825-aaa63cd721ce"
SQLite = "0aa819cd-b072-5ff4-a722-6bc24af294d9"
Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
StringTemplates = "59c22e0c-4e04-425f-9782-11a552c58a8d"
StructTypes = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
TerminalLoggers = "5d786b92-1e48-4d6f-9151-6b4477ca9bed"
TimeSeries = "9e3dc215-6440-5c97-bce1-76c03772f85e"
TimeSeriesStore = "b68d6f23-0ea7-4418-a199-31459e872613"
TimerOutputs = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
YAML = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"
1 change: 0 additions & 1 deletion docs/src/docs_best_practices/how-to/general_formatting.md
Original file line number Diff line number Diff line change
Expand Up @@ -46,7 +46,6 @@ signature with types into the hyperlink reference.
forecast::Forecast,
start_time::Dates.DateTime;
len::Union{Nothing, Int} = nothing,
ignore_scaling_factors = false,
))
```

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -210,15 +210,13 @@ This is not commonly done in Sienna yet, but a goal is to improve our use of
name::AbstractString;
start_time::Union{Nothing, Dates.DateTime} = nothing,
len::Union{Nothing, Int} = nothing,
ignore_scaling_factors = false,
features...,
) where {T <: TimeSeriesData}),
[`get_time_series_array` from a `StaticTimeSeriesCache`](@ref get_time_series_array(
owner::TimeSeriesOwners,
time_series::StaticTimeSeries,
start_time::Union{Nothing, Dates.DateTime} = nothing;
len::Union{Nothing, Int} = nothing,
ignore_scaling_factors = false,
))
```

Expand Down
16 changes: 6 additions & 10 deletions src/InfrastructureSystems.jl
Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ import StringTemplates
import StructTypes
import TerminalLoggers: TerminalLogger, ProgressLevel
import TimeSeries
import TimeSeriesStore
import TimerOutputs
import TOML
using DataStructures: OrderedDict, SortedDict
Expand Down Expand Up @@ -92,13 +93,10 @@ Required interface functions for subtypes:

Optional interface functions:

- get_uuid()
- [`get_id`](@ref)
- [`supports_time_series`](@ref)

Subtypes may contain time series. Which requires

- `supports_time_series(::SupplementalAttribute)`

All subtypes must include an instance of ComponentUUIDs in order to track
All subtypes must include an instance of [`ComponentIDs`](@ref) in order to track
components attached to each attribute.
"""
abstract type SupplementalAttribute <: InfrastructureSystemsType end
Expand Down Expand Up @@ -154,7 +152,7 @@ include("static_time_series.jl")
include("time_series_parameters.jl")
include("containers.jl")
include("component_container.jl")
include("component_uuids.jl")
include("component_ids.jl")
include("geographic_supplemental_attribute.jl")
include("generated/includes.jl")
include("time_series_parser.jl")
Expand All @@ -164,13 +162,11 @@ include("deterministic.jl")
include("probabilistic.jl")
include("scenarios.jl")
include("deterministic_metadata.jl")
include("hdf5_time_series_storage.jl")
include("in_memory_time_series_storage.jl")
include("time_series_structs.jl")
include("time_series_formats.jl")
include("time_series_metadata_store.jl")
include("time_series_manager.jl")
include("time_series_interface.jl")
include("rust_time_series_store.jl")
include("time_series_cache.jl")
include("time_series_utils.jl")
include("supplemental_attribute_associations.jl")
Expand Down
37 changes: 23 additions & 14 deletions src/component.jl
Original file line number Diff line number Diff line change
@@ -1,20 +1,29 @@
"""
Assign a new UUID to the component.
Assign a new integer ID to the component, drawn from the system counter, and update any
references to its old ID in the time series store, supplemental attribute associations, and
subsystem membership sets.
"""
function assign_new_uuid_internal!(component::InfrastructureSystemsComponent)
old_uuid = get_uuid(component)
new_uuid = make_uuid()
function assign_new_id_internal!(data, component::InfrastructureSystemsComponent)
old_id = get_id(component)
new_id = get_next_component_id!(data)
mgr = get_time_series_manager(component)
if !isnothing(mgr)
replace_component_uuid!(mgr.metadata_store, old_uuid, new_uuid)
_rust_replace_component_id!(mgr.data_store, old_id, new_id)
end

associations = _get_supplemental_attribute_associations(component)
if !isnothing(associations)
replace_component_uuid!(associations, old_uuid, new_uuid)
replace_component_id!(associations, old_id, new_id)
end

set_uuid!(get_internal(component), new_uuid)
for ids in values(data.subsystems)
if old_id in ids
pop!(ids, old_id)
push!(ids, new_id)
end
end

set_id!(get_internal(component), new_id)
return
end

Expand Down Expand Up @@ -47,8 +56,8 @@ end
function clear_supplemental_attributes!(component::InfrastructureSystemsComponent)
mgr = _get_supplemental_attributes_manager(component)
isnothing(mgr) && return
for uuid in list_associated_supplemental_attribute_uuids(mgr.associations, component)
attribute = get_supplemental_attribute(mgr, uuid)
for id in list_associated_supplemental_attribute_ids(mgr.associations, component)
attribute = get_supplemental_attribute(mgr, id)
remove_supplemental_attribute!(mgr, component, attribute)
end
@debug "Cleared attributes in $(summary(component))."
Expand Down Expand Up @@ -85,7 +94,7 @@ function _get_supplemental_attributes(
isnothing(mgr) && return supplemental_attribute_type[]
return supplemental_attribute_type[
get_supplemental_attribute(mgr, x) for
x in list_associated_supplemental_attribute_uuids(
x in list_associated_supplemental_attribute_ids(
mgr.associations,
component,
supplemental_attribute_type,
Expand Down Expand Up @@ -116,12 +125,12 @@ function _get_supplemental_attributes(
mgr = _get_supplemental_attributes_manager(component)
isnothing(mgr) && return [supplemental_attribute_type]
attrs = Vector{supplemental_attribute_type}()
for uuid in list_associated_supplemental_attribute_uuids(
for id in list_associated_supplemental_attribute_ids(
mgr.associations,
component,
supplemental_attribute_type,
)
attribute = get_supplemental_attribute(mgr, uuid)
attribute = get_supplemental_attribute(mgr, id)
if filter_func(attribute)
push!(attrs, attribute)
end
Expand All @@ -132,12 +141,12 @@ end

function get_supplemental_attribute(
component::InfrastructureSystemsComponent,
uuid::Base.UUID,
id::Int,
)
mgr = _get_supplemental_attributes_manager(component)
isnothing(mgr) &&
error("$(summary(component)) does not have supplemental attributes")
return get_supplemental_attribute(mgr, uuid)
return get_supplemental_attribute(mgr, id)
end

function _get_supplemental_attributes_manager(component::InfrastructureSystemsComponent)
Expand Down
39 changes: 39 additions & 0 deletions src/component_ids.jl
Original file line number Diff line number Diff line change
@@ -0,0 +1,39 @@
# This is an abstraction of a Set in order to enable de-serialization of supplemental
# attributes.

"""
Set-like storage of component integer ids attached to a [`SupplementalAttribute`](@ref).

Supplemental attribute subtypes include a `ComponentIDs` field so associations can be
tracked and serialized without storing full component references.
"""
struct ComponentIDs <: InfrastructureSystemsType
ids::Set{Int}

function ComponentIDs(ids = Set{Int}())
new(ids)
end
end

Base.copy(x::ComponentIDs) = copy(x.ids)
Base.delete!(x::ComponentIDs, id) = delete!(x.ids, id)
Base.empty!(x::ComponentIDs) = empty!(x.ids)
Base.filter!(f, x::ComponentIDs) = filter!(f, x.ids)
Base.in(x, y::ComponentIDs) = in(x, y.ids)
Base.isempty(x::ComponentIDs) = isempty(x.ids)
Base.iterate(x::ComponentIDs, args...) = iterate(x.ids, args...)
Base.length(x::ComponentIDs) = length(x.ids)
Base.pop!(x::ComponentIDs) = pop!(x.ids)
Base.pop!(x::ComponentIDs, y) = pop!(x.ids, y)
Base.pop!(x::ComponentIDs, y, default) = pop!(x.ids, y, default)
Base.push!(x::ComponentIDs, y) = push!(x.ids, y)
Base.setdiff!(x::ComponentIDs, y::ComponentIDs) = setdiff!(x.ids, y.ids)
Base.sizehint!(x::ComponentIDs, newsz) = sizehint!(x.ids, newsz)

function deserialize(::Type{ComponentIDs}, data::Dict)
ids = Set{Int}()
for id in data["ids"]
push!(ids, Int(id))
end
return ComponentIDs(ids)
end
33 changes: 0 additions & 33 deletions src/component_uuids.jl

This file was deleted.

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