From e1419dc1c6a2e61d8f9ed3988ba782f83fa45fbd Mon Sep 17 00:00:00 2001 From: Srihari Sundar Date: Thu, 11 Sep 2025 08:04:10 -0700 Subject: [PATCH 01/30] Initial commit, get event info for system and regions --- PRASReport.jl/LICENSE.md | 21 ++++++ PRASReport.jl/Project.toml | 30 ++++++++ PRASReport.jl/README.md | 0 PRASReport.jl/TODOs.md | 12 ++++ PRASReport.jl/examples/run_report.jl | 16 +++++ PRASReport.jl/src/PRASReport.jl | 23 ++++++ PRASReport.jl/src/events.jl | 104 +++++++++++++++++++++++++++ 7 files changed, 206 insertions(+) create mode 100644 PRASReport.jl/LICENSE.md create mode 100644 PRASReport.jl/Project.toml create mode 100644 PRASReport.jl/README.md create mode 100644 PRASReport.jl/TODOs.md create mode 100644 PRASReport.jl/examples/run_report.jl create mode 100644 PRASReport.jl/src/PRASReport.jl create mode 100644 PRASReport.jl/src/events.jl diff --git a/PRASReport.jl/LICENSE.md b/PRASReport.jl/LICENSE.md new file mode 100644 index 00000000..fc56637f --- /dev/null +++ b/PRASReport.jl/LICENSE.md @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2025 Alliance for Sustainable Energy, LLC + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/PRASReport.jl/Project.toml b/PRASReport.jl/Project.toml new file mode 100644 index 00000000..f4372ff7 --- /dev/null +++ b/PRASReport.jl/Project.toml @@ -0,0 +1,30 @@ +name = "PRASReport" +uuid = "c003f3f0-f5d5-4077-8f93-207e59ecb3ff" +authors = ["Hari Sundar "] +version = "0.1.0" + +[deps] +Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" +Dates = "ade2ca70-3891-5945-98fb-dc099432e06a" +DuckDB = "d2f5444f-75bc-4fdf-ac35-56f514c445e1" +JSON3 = "0f8b85d8-7281-11e9-16c2-39a750bddbf1" +PRAS = "05348d26-1c52-11e9-35e3-9d51842d34b9" +PRASCapacityCredits = "2e1a2ed5-e89d-4cd3-bc86-c0e88a73d3a3" +PRASCore = "c5c32b99-e7c3-4530-a685-6f76e19f7fe2" +PRASFiles = "a2806276-6d43-4ef5-91c0-491704cd7cf1" +StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" +TimeZones = "f269a46b-ccf7-5d73-abea-4c690281aa53" + +[compat] +Dates = "1" +JSON3 = "1.14" +PRASCore = "0.8.0" +StatsBase = "0.34" +TimeZones = "^1.14" +julia = "1.10" + +[extras] +Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" + +[targets] +test = ["Test"] diff --git a/PRASReport.jl/README.md b/PRASReport.jl/README.md new file mode 100644 index 00000000..e69de29b diff --git a/PRASReport.jl/TODOs.md b/PRASReport.jl/TODOs.md new file mode 100644 index 00000000..eeab5c16 --- /dev/null +++ b/PRASReport.jl/TODOs.md @@ -0,0 +1,12 @@ +# TODO +0. Store DB as base64 +1. Landing page shows most important characteristics like + - Number of events with total EUE exceeds the ## number + - Same with LOLE + - Top 1 ptile events + - Event summary graph (like the ESIG report) +2. Users from the webpage can specify which regions need to be aggregated to get combined metric +3. PRASReport exports an assess function which automatically runs assess with Shortfall(), Surplus(), Flows(), and Utilization() +4. Event selector creates a tab for an event to show regional shortfall and flows etc +5. Does NEUE have to be reported as MWh/MWh +6. Explore how a directed graph can be stored in DuckDB, and how it can be drawn on a webpage with WASM-DuckDB \ No newline at end of file diff --git a/PRASReport.jl/examples/run_report.jl b/PRASReport.jl/examples/run_report.jl new file mode 100644 index 00000000..8976aa0e --- /dev/null +++ b/PRASReport.jl/examples/run_report.jl @@ -0,0 +1,16 @@ +using PRAS +using PRASReport + +rts_sys = rts_gmlc(); +rts_sys.regions.load .+= 375; + +sf, = assess(rts_sys,SequentialMonteCarlo(samples=100),Shortfall()); + +event_threshold = 0 +events = get_events(sf,event_threshold) + +println("System $(EUE(sf))") +println("System $(NEUE(sf))") +println("Number of events where each event-hour in the event has EUE > $event_threshold MW: ", length(events)) +println("Longest event is over a period of ", maximum(length.(events))) + diff --git a/PRASReport.jl/src/PRASReport.jl b/PRASReport.jl/src/PRASReport.jl new file mode 100644 index 00000000..229e2403 --- /dev/null +++ b/PRASReport.jl/src/PRASReport.jl @@ -0,0 +1,23 @@ +module PRASReport + +import PRASCore.Systems: SystemModel, Regions, Interfaces, + Generators, Storages, GeneratorStorages, Lines, + timeunits, powerunits, energyunits, unitsymbol + +import PRASCore.Results: EUE, LOLE, NEUE, ShortfallResult, + ShortfallSamplesResult, AbstractShortfallResult, + Result, MeanEstimate, findfirstunique, + val, stderror +import StatsBase: mean +import Dates: @dateformat_str, format, now +import TimeZones: ZonedDateTime + +using DuckDB +using Base64 +using JSON3 + +include("events.jl") + +export Event, get_events + +end # module PRASReport diff --git a/PRASReport.jl/src/events.jl b/PRASReport.jl/src/events.jl new file mode 100644 index 00000000..04c32aae --- /dev/null +++ b/PRASReport.jl/src/events.jl @@ -0,0 +1,104 @@ +mutable struct Event{N,L,T,E} + name::String + timestamps::StepRange{ZonedDateTime,T} + lole::Vector{LOLE} + eue::Vector{EUE} + neue::Vector{NEUE} + regions::Vector{String} + + function Event{}(name::String, timestamps::StepRange{ZonedDateTime,T}, lole::Vector{LOLE{N,L,T}}, eue::Vector{EUE{N,L,T,E}}, neue::Vector{NEUE}, regions::Vector{String}) where {N,L,T,E} + @assert length(lole) == length(eue) == length(neue) "Length of lole, eue, and neue vectors must be equal" + new{N,L,T,E}(name, timestamps, lole, eue, neue, regions) + end +end + +Base.length(event::Event{N,L,T}) where {N,L,T} = T(N*L) + +function get_events(sf::ShortfallResult{N,L,T,E}, event_threshold=0) where {N,L,T,E} + + eue_system = EUE.(sf,sf.timestamps) + system_eue_above_threshold = findall(val.(eue_system) .> event_threshold) + event_timegroups = get_stepranges(sf.timestamps[system_eue_above_threshold],L,T) + + return map(ts_group -> Event(sf,ts_group, + format(first(ts_group),"yyyy-mm-dd HH:MM ZZZ") + ), + event_timegroups) + +end + +function Event(sf::ShortfallResult{N,L,T,E}, + event_timestamps::StepRange{ZonedDateTime,T}, + name::String=nothing + ) where {N,L,T,E} + + if isnothing(name) + name = "Shortfall Event" + end + event_length = length(event_timestamps) + ts_first = findfirstunique(sf.timestamps,first(event_timestamps)) + ts_last = findfirstunique(sf.timestamps,last(event_timestamps)) + + lole = Vector{LOLE{event_length,L,T}}() + eue = Vector{EUE{event_length,L,T,E}}() + neue = Vector{NEUE}() + push!(lole, + LOLE{event_length,L,T}( + MeanEstimate(sum(val.(LOLE.(sf,event_timestamps)))) + ) + ) + push!(eue, + EUE{event_length,L,T,E}( + MeanEstimate(sum(val.(EUE.(sf,event_timestamps)))) + ) + ) + + push!(neue, + NEUE( + div(MeanEstimate(sum(val.(EUE.(sf,event_timestamps)))), + sum(sf.regions.load[:,ts_first:ts_last])/1e6)) + ) + + for (r,region) in enumerate(sf.regions.names) + + push!(lole, + LOLE{event_length,L,T}( + MeanEstimate(sum(val.(LOLE.(sf,region,event_timestamps)))) + ) + ) + push!(eue, + EUE{event_length,L,T,E}( + MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))) + ) + ) + + push!(neue, + NEUE( + div(MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))), + sum(sf.regions.load[r,ts_first:ts_last])/1e6)) + ) + end + + # TODO: Change variable name + # TODO: Should all events have common region_names? + region_names = ["System",sf.regions.names...] + + return Event(name,event_timestamps,lole,eue,neue,region_names) +end + +function get_stepranges(vec::Vector{ZonedDateTime},L,T) + groups = Vector{StepRange{ZonedDateTime,T}}() + start = vec[1] + final = vec[1] + for next in vec[2:end] + if next == final + T(L) + final = next + else + push!(groups, StepRange(start,T(L),final)) + start = next + final = next + end + end + push!(groups, StepRange(start,T(L),final)) + return groups +end \ No newline at end of file From cc7ecc94fef119d76aca50c0853e1761f220e22b Mon Sep 17 00:00:00 2001 From: Srihari Sundar Date: Tue, 16 Sep 2025 13:34:51 -0600 Subject: [PATCH 02/30] Make changes for copperplate system, more checks when creating events, start tests --- PRASReport.jl/TODOs.md | 5 +- PRASReport.jl/examples/run_report.jl | 2 +- PRASReport.jl/src/PRASReport.jl | 2 +- PRASReport.jl/src/events.jl | 128 +++++++++++++++++---------- PRASReport.jl/test/runtests.jl | 42 +++++++++ 5 files changed, 126 insertions(+), 53 deletions(-) create mode 100644 PRASReport.jl/test/runtests.jl diff --git a/PRASReport.jl/TODOs.md b/PRASReport.jl/TODOs.md index eeab5c16..8cf068f7 100644 --- a/PRASReport.jl/TODOs.md +++ b/PRASReport.jl/TODOs.md @@ -1,5 +1,5 @@ # TODO -0. Store DB as base64 +0. Store DB as base64, or data URL in the html 1. Landing page shows most important characteristics like - Number of events with total EUE exceeds the ## number - Same with LOLE @@ -9,4 +9,5 @@ 3. PRASReport exports an assess function which automatically runs assess with Shortfall(), Surplus(), Flows(), and Utilization() 4. Event selector creates a tab for an event to show regional shortfall and flows etc 5. Does NEUE have to be reported as MWh/MWh -6. Explore how a directed graph can be stored in DuckDB, and how it can be drawn on a webpage with WASM-DuckDB \ No newline at end of file +6. Explore how a directed graph can be stored in DuckDB, and how it can be drawn on a webpage with WASM-DuckDB +7. Julia indentation \ No newline at end of file diff --git a/PRASReport.jl/examples/run_report.jl b/PRASReport.jl/examples/run_report.jl index 8976aa0e..2d094777 100644 --- a/PRASReport.jl/examples/run_report.jl +++ b/PRASReport.jl/examples/run_report.jl @@ -12,5 +12,5 @@ events = get_events(sf,event_threshold) println("System $(EUE(sf))") println("System $(NEUE(sf))") println("Number of events where each event-hour in the event has EUE > $event_threshold MW: ", length(events)) -println("Longest event is over a period of ", maximum(length.(events))) +println("Longest event is over a period of ", maximum(event_length.(events))) diff --git a/PRASReport.jl/src/PRASReport.jl b/PRASReport.jl/src/PRASReport.jl index 229e2403..685979b7 100644 --- a/PRASReport.jl/src/PRASReport.jl +++ b/PRASReport.jl/src/PRASReport.jl @@ -18,6 +18,6 @@ using JSON3 include("events.jl") -export Event, get_events +export Event, get_events, event_length end # module PRASReport diff --git a/PRASReport.jl/src/events.jl b/PRASReport.jl/src/events.jl index 04c32aae..5a3f231b 100644 --- a/PRASReport.jl/src/events.jl +++ b/PRASReport.jl/src/events.jl @@ -6,26 +6,26 @@ mutable struct Event{N,L,T,E} neue::Vector{NEUE} regions::Vector{String} - function Event{}(name::String, timestamps::StepRange{ZonedDateTime,T}, lole::Vector{LOLE{N,L,T}}, eue::Vector{EUE{N,L,T,E}}, neue::Vector{NEUE}, regions::Vector{String}) where {N,L,T,E} - @assert length(lole) == length(eue) == length(neue) "Length of lole, eue, and neue vectors must be equal" + function Event{}(name::String, timestamps::StepRange{ZonedDateTime,T}, + lole::Vector{LOLE{N,L,T}}, eue::Vector{EUE{N,L,T,E}}, + neue::Vector{NEUE}, regions::Vector{String} + ) where {N,L,T,E} + + length(lole) != length(eue) != length(neue) != length(regions) && + error("Length of lole, eue, neue, and region names vectors must be equal") + + length(timestamps) != N && + error("Number of timesteps should match metrics event length") + + length(regions) > 1 && !isapprox(val(eue[1]),sum(val.(eue[2:end]))) && + error("First value in an event eue array should represent system EUE" + *"which is approximately the sum of EUE of all the regions") + new{N,L,T,E}(name, timestamps, lole, eue, neue, regions) end end -Base.length(event::Event{N,L,T}) where {N,L,T} = T(N*L) - -function get_events(sf::ShortfallResult{N,L,T,E}, event_threshold=0) where {N,L,T,E} - - eue_system = EUE.(sf,sf.timestamps) - system_eue_above_threshold = findall(val.(eue_system) .> event_threshold) - event_timegroups = get_stepranges(sf.timestamps[system_eue_above_threshold],L,T) - - return map(ts_group -> Event(sf,ts_group, - format(first(ts_group),"yyyy-mm-dd HH:MM ZZZ") - ), - event_timegroups) - -end +event_length(event::Event{N,L,T}) where {N,L,T} = T(N*L) function Event(sf::ShortfallResult{N,L,T,E}, event_timestamps::StepRange{ZonedDateTime,T}, @@ -35,57 +35,87 @@ function Event(sf::ShortfallResult{N,L,T,E}, if isnothing(name) name = "Shortfall Event" end + event_length = length(event_timestamps) ts_first = findfirstunique(sf.timestamps,first(event_timestamps)) ts_last = findfirstunique(sf.timestamps,last(event_timestamps)) - lole = Vector{LOLE{event_length,L,T}}() - eue = Vector{EUE{event_length,L,T,E}}() - neue = Vector{NEUE}() - push!(lole, - LOLE{event_length,L,T}( + + + lole = [LOLE{event_length,L,T}( MeanEstimate(sum(val.(LOLE.(sf,event_timestamps)))) - ) - ) - push!(eue, - EUE{event_length,L,T,E}( + )] + + eue = [EUE{event_length,L,T,E}( MeanEstimate(sum(val.(EUE.(sf,event_timestamps)))) - ) - ) + )] - push!(neue, - NEUE( + neue = [NEUE( div(MeanEstimate(sum(val.(EUE.(sf,event_timestamps)))), - sum(sf.regions.load[:,ts_first:ts_last])/1e6)) - ) + sum(sf.regions.load[:,ts_first:ts_last])/1e6))] - for (r,region) in enumerate(sf.regions.names) + if length(sf.regions) == 1 + # TODO: Change variable name + # TODO: Should all events have common region_names? + region_names = sf.regions.names + else + region_names = ["System"] - push!(lole, - LOLE{event_length,L,T}( - MeanEstimate(sum(val.(LOLE.(sf,region,event_timestamps)))) - ) - ) - push!(eue, - EUE{event_length,L,T,E}( - MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))) + for (r,region) in enumerate(sf.regions.names) + + push!(lole, + LOLE{event_length,L,T}( + MeanEstimate(sum(val.(LOLE.(sf,region,event_timestamps)))) ) ) + push!(eue, + EUE{event_length,L,T,E}( + MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))) + ) + ) - push!(neue, - NEUE( - div(MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))), - sum(sf.regions.load[r,ts_first:ts_last])/1e6)) - ) + push!(neue, + NEUE( + div(MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))), + sum(sf.regions.load[r,ts_first:ts_last])/1e6)) + ) + + push!(region_names,region) + end end - # TODO: Change variable name - # TODO: Should all events have common region_names? - region_names = ["System",sf.regions.names...] - return Event(name,event_timestamps,lole,eue,neue,region_names) end +""" + get_events(sf::ShortfallResult{N,L,T,E}, event_threshold=0) where {N,L,T,E} + +Extracts events from PRAS ShortfallResult objects where an event is a contiguous +period during which the system EUE exceeds a specified threshold, and +returns a vector of (@ref Event) objects. + +If the PRAS simulation is hourly and event_threshold is 0, and there are +5 consecutive hours where the system EUE exceeds the threshold, this returns a +vector with a single event. +""" +function get_events(sf::ShortfallResult{N,L,T,E}, event_threshold=0) where {N,L,T,E} + + event_threshold < 0 && error("Event threshold must be non-negative") + + eue_system = EUE.(sf,sf.timestamps) + system_eue_above_threshold = findall(val.(eue_system) .> event_threshold) + + isempty(system_eue_above_threshold) && error("No shortfall events in this simulation") + + event_timegroups = get_stepranges(sf.timestamps[system_eue_above_threshold],L,T) + + return map(ts_group -> Event(sf,ts_group, + format(first(ts_group),"yyyy-mm-dd HH:MM ZZZ") + ), + event_timegroups) + +end + function get_stepranges(vec::Vector{ZonedDateTime},L,T) groups = Vector{StepRange{ZonedDateTime,T}}() start = vec[1] diff --git a/PRASReport.jl/test/runtests.jl b/PRASReport.jl/test/runtests.jl new file mode 100644 index 00000000..69afac67 --- /dev/null +++ b/PRASReport.jl/test/runtests.jl @@ -0,0 +1,42 @@ +using Test +using PRASReport +using TimeZones +using Dates + + +@testset "PRASReport.jl Tests" begin + @testset "Test events" begin + + eue = [EUE{2,1,Hour,MWh}(MeanEstimate(1.2)), + EUE{2,1,Hour,MWh}(MeanEstimate(0.6)), + EUE{2,1,Hour,MWh}(MeanEstimate(0.5)), + EUE{2,1,Hour,MWh}(MeanEstimate(0.1)), + ] + + lole = [LOLE{4380,2,Hour}(MeanEstimate(0.13)), + LOLE{4380,2,Hour}(MeanEstimate(0.08)), + LOLE{4380,2,Hour}(MeanEstimate(0.06)), + LOLE{4380,2,Hour}(MeanEstimate(0.04)) + + ] + + @test event_length(event) == Hour(5) + end + + @testset "Test get_events" begin + + #TODO: Test for empty sf object + + end + @testset "Test get_stepranges" begin + + timestamps = ZonedDateTime.(DateTime(2023,1,1):Hour(1):DateTime(2023,1,10), tz"UTC") + selected_times = [timestamps[2], timestamps[3], timestamps[5], timestamps[6], timestamps[7], timestamps[9]] + step_ranges = get_stepranges(selected_times, Hour(1), Hour(1)) + + @test length(step_ranges) == 3 "Incorrect number of step ranges" + @test step_ranges[1] == (timestamps[2]:Hour(1):timestamps[3]) "First step range incorrect" + @test step_ranges[2] == (timestamps[5]:Hour(1):timestamps[7]) "Second step range incorrect" + @test step_ranges[3] == (timestamps[9]:Hour(1):timestamps[9]) "Third step range incorrect" + end +end From f9f060e96e896316ac3e427a5cfcac54a62a38cf Mon Sep 17 00:00:00 2001 From: Srihari Sundar Date: Fri, 19 Sep 2025 12:41:43 -0600 Subject: [PATCH 03/30] Add sf and flow structs --- PRASReport.jl/src/PRASReport.jl | 4 +++- PRASReport.jl/src/events.jl | 30 ++++++++++++++++++++++++++++++ 2 files changed, 33 insertions(+), 1 deletion(-) diff --git a/PRASReport.jl/src/PRASReport.jl b/PRASReport.jl/src/PRASReport.jl index 685979b7..b9bd821e 100644 --- a/PRASReport.jl/src/PRASReport.jl +++ b/PRASReport.jl/src/PRASReport.jl @@ -4,7 +4,9 @@ import PRASCore.Systems: SystemModel, Regions, Interfaces, Generators, Storages, GeneratorStorages, Lines, timeunits, powerunits, energyunits, unitsymbol -import PRASCore.Results: EUE, LOLE, NEUE, ShortfallResult, +import PRASCore.Simulations: assess + +import PRASCore.Results: EUE, LOLE, NEUE, ShortfallResult, FlowResult, ShortfallSamplesResult, AbstractShortfallResult, Result, MeanEstimate, findfirstunique, val, stderror diff --git a/PRASReport.jl/src/events.jl b/PRASReport.jl/src/events.jl index 5a3f231b..da2db82b 100644 --- a/PRASReport.jl/src/events.jl +++ b/PRASReport.jl/src/events.jl @@ -25,6 +25,36 @@ mutable struct Event{N,L,T,E} end end +mutable struct sf_ts{} + name::String + timestamps::Vector{ZonedDateTime} + eue::Vector{Vector{EUE}} + lole::Vector{Vector{LOLE}} + neue::Vector{Vector{NEUE}} + regions::Vector{String} + + function sf_ts(event,sf{N,L,T,E}) where {N,L,T,E} + name = event.name + timestamps = collect(event.timestamps) + eue = EUE{1,L,T,E}(MeanEstimate(val.(EUE.(sf,:,timestamps)))) + lole = LOLE{1,L,T}(MeanEstimate(val.(LOLE.(sf,:,timestamps)))) + neue = NEUE(MeanEstimate(val.(NEUE.(sf,:,timestamps)))) + regions = event.regions[2:end] + new(name,timestamps,[eue],[lole],[neue],regions) + end +end + +mutable struct flow_ts{} + name::String + timestamps::Vector{ZonedDateTime} + flow::Vector{Vector{NEUE}} + interfaces::Vector{String} + function flow_ts(timestamps::Vector{ZonedDateTime}) + new(timestamps) + end +end + + event_length(event::Event{N,L,T}) where {N,L,T} = T(N*L) function Event(sf::ShortfallResult{N,L,T,E}, From f466c16d7335debe6f07cdeaf9789475d50c57db Mon Sep 17 00:00:00 2001 From: Srihari Sundar Date: Fri, 19 Sep 2025 22:58:46 -0600 Subject: [PATCH 04/30] Create SQL db schema, write functions and getting db etc --- PRASCore.jl/src/Results/Results.jl | 3 + PRASCore.jl/src/Results/Shortfall.jl | 6 + PRASReport.jl/src/PRASReport.jl | 5 +- PRASReport.jl/src/event_db_schema.sql | 293 +++++++++++++++++++++++++ PRASReport.jl/src/events.jl | 71 +++--- PRASReport.jl/src/report.jl | 47 ++++ PRASReport.jl/src/write.jl | 301 ++++++++++++++++++++++++++ 7 files changed, 694 insertions(+), 32 deletions(-) create mode 100644 PRASReport.jl/src/event_db_schema.sql create mode 100644 PRASReport.jl/src/report.jl create mode 100644 PRASReport.jl/src/write.jl diff --git a/PRASCore.jl/src/Results/Results.jl b/PRASCore.jl/src/Results/Results.jl index ad6f4028..7c231b45 100644 --- a/PRASCore.jl/src/Results/Results.jl +++ b/PRASCore.jl/src/Results/Results.jl @@ -70,6 +70,9 @@ EUE(x::AbstractShortfallResult, r::AbstractString, ::Colon) = EUE(x::AbstractShortfallResult, ::Colon, ::Colon) = EUE.(x, x.regions.names, permutedims(x.timestamps)) +NEUE(x::AbstractShortfallResult, ::Colon, t::ZonedDateTime) = + NEUE.(x, x.regions.names, t) + NEUE(x::AbstractShortfallResult, r::AbstractString, ::Colon) = NEUE.(x, r, x.timestamps) diff --git a/PRASCore.jl/src/Results/Shortfall.jl b/PRASCore.jl/src/Results/Shortfall.jl index e76c00c1..dc4b9462 100644 --- a/PRASCore.jl/src/Results/Shortfall.jl +++ b/PRASCore.jl/src/Results/Shortfall.jl @@ -267,6 +267,12 @@ function NEUE(x::ShortfallResult{N,L,T,E}, r::AbstractString) where {N,L,T,E} return NEUE(div(MeanEstimate(x[r]..., x.nsamples),(sum(x.regions.load[i_r,:])/1e6))) end +function NEUE(x::ShortfallResult{N,L,T,E}, r::AbstractString, t::ZonedDateTime) where {N,L,T,E} + i_r = findfirstunique(x.regions.names, r) + i_t = findfirstunique(x.timestamps, t) + return NEUE(div(MeanEstimate(x[r, t]..., x.nsamples),x.regions.load[i_r,i_t]/1e6)) +end + function finalize( acc::ShortfallAccumulator, system::SystemModel{N,L,T,P,E}, diff --git a/PRASReport.jl/src/PRASReport.jl b/PRASReport.jl/src/PRASReport.jl index b9bd821e..b2c7c184 100644 --- a/PRASReport.jl/src/PRASReport.jl +++ b/PRASReport.jl/src/PRASReport.jl @@ -19,7 +19,10 @@ using Base64 using JSON3 include("events.jl") +include("write.jl") +include("report.jl") -export Event, get_events, event_length +export Event, get_events, event_length, sf_ts, flow_ts +export write_db!, get_db, write_regions!, write_interfaces! end # module PRASReport diff --git a/PRASReport.jl/src/event_db_schema.sql b/PRASReport.jl/src/event_db_schema.sql new file mode 100644 index 00000000..6193843e --- /dev/null +++ b/PRASReport.jl/src/event_db_schema.sql @@ -0,0 +1,293 @@ +-- PRAS Event Database Schema for DuckDB +-- This schema supports Event, sf_ts, and flow_ts data structures +-- +-- OPTIMIZATION NOTES: +-- 1. DuckDB automatically applies columnar compression (lightweight compression, dictionary encoding) +-- 2. Tables are ordered by primary key for optimal range queries +-- 3. Time-series tables are partitioned by year for better performance on temporal queries +-- 4. Compound indexes are designed for common access patterns +-- +-- RECOMMENDED SETTINGS for large datasets: +-- SET memory_limit = '8GB'; -- Adjust based on available RAM +-- SET max_memory = '16GB'; -- For complex analytical queries +-- SET threads = 4; -- Adjust based on CPU cores + +-- Parameters lookup table for default/reference configurations +CREATE TABLE parameters ( + id INTEGER PRIMARY KEY, + step_size INTEGER NOT NULL, + time_unit TEXT NOT NULL, + energy_unit TEXT DEFAULT 'MWh' NOT NULL, + + -- Constraint to ensure valid ISO 8601 duration units + CONSTRAINT valid_time_unit CHECK ( + time_unit IN ('PT1H', 'PT30M', 'PT15M', 'PT5M', 'PT1M', 'P1D', 'PT6H', 'PT12H') + ), + + -- Make parameter combinations unique + UNIQUE(step_size, time_unit, energy_unit) +); + +-- Regions lookup table +CREATE TABLE regions ( + id INTEGER PRIMARY KEY, + name TEXT UNIQUE NOT NULL +); + +-- Interfaces lookup table (region to region connections) +CREATE TABLE interfaces ( + id INTEGER PRIMARY KEY, + region_from_id INTEGER REFERENCES regions(id), + region_to_id INTEGER REFERENCES regions(id), + name TEXT, -- Optional descriptive name like "Region1->Region2" + UNIQUE(region_from_id, region_to_id) +); + +-- Main events table (clean, no parameters) +CREATE TABLE events ( + id INTEGER PRIMARY KEY, + name TEXT NOT NULL, + start_timestamp TIMESTAMP WITH TIME ZONE NOT NULL, + end_timestamp TIMESTAMP WITH TIME ZONE NOT NULL, + time_period_count INTEGER NOT NULL -- N parameter +); + +-- System-level metrics for each event (aggregated) +CREATE TABLE event_system_shortfall ( + event_id INTEGER REFERENCES events(id) ON DELETE CASCADE, + lole REAL NOT NULL, + eue REAL NOT NULL, + neue REAL NOT NULL, + PRIMARY KEY (event_id) +); + +-- Regional metrics for each event (aggregated) +CREATE TABLE event_regional_shortfall ( + id INTEGER PRIMARY KEY, + event_id INTEGER REFERENCES events(id) ON DELETE CASCADE, + region_id INTEGER REFERENCES regions(id), + lole REAL NOT NULL, + eue REAL NOT NULL, + neue REAL NOT NULL, + UNIQUE(event_id, region_id) +); + +-- Time-series metrics for each timestamp within an event (from sf_ts struct) +-- Optimized with better data types and ordering for columnar storage +CREATE TABLE event_timeseries_shortfall ( + event_id INTEGER NOT NULL, + region_id INTEGER NOT NULL, + timestamp_value TIMESTAMP WITH TIME ZONE NOT NULL, + lole REAL NOT NULL, + eue REAL NOT NULL, + neue REAL NOT NULL, + FOREIGN KEY (event_id) REFERENCES events(id) ON DELETE CASCADE, + FOREIGN KEY (region_id) REFERENCES regions(id), + PRIMARY KEY (event_id, region_id, timestamp_value) +) PARTITION BY RANGE (DATE_PART('year', timestamp_value)); + +-- Flow data for each timestamp within an event (from flow_ts struct) +-- Optimized with better data types and ordering for columnar storage +CREATE TABLE event_timeseries_flows ( + event_id INTEGER NOT NULL, + interface_id INTEGER NOT NULL, + timestamp_value TIMESTAMP WITH TIME ZONE NOT NULL, + flow REAL NOT NULL, -- Flow value (NEUE units) + FOREIGN KEY (event_id) REFERENCES events(id) ON DELETE CASCADE, + FOREIGN KEY (interface_id) REFERENCES interfaces(id), + PRIMARY KEY (event_id, interface_id, timestamp_value) +) PARTITION BY RANGE (DATE_PART('year', timestamp_value)); + +-- Optimized indexes for common access patterns +-- Compound indexes for filtering and joining patterns +CREATE INDEX idx_events_timestamps ON events(start_timestamp, end_timestamp); +CREATE INDEX idx_events_name ON events(name); -- For event name lookups + +-- Regional metrics - optimize for both directions +CREATE INDEX idx_regional_metrics_event_region ON event_regional_metrics(event_id, region_id); +CREATE INDEX idx_regional_metrics_region_event ON event_regional_metrics(region_id, event_id); + +-- Time-series metrics - optimize for common query patterns +CREATE INDEX idx_timeseries_metrics_event_time ON event_timeseries_metrics(event_id, timestamp_value); +CREATE INDEX idx_timeseries_metrics_region_time ON event_timeseries_metrics(region_id, timestamp_value); +CREATE INDEX idx_timeseries_metrics_time_region ON event_timeseries_metrics(timestamp_value, region_id); + +-- Flow metrics - optimize for interface and time queries +CREATE INDEX idx_timeseries_flows_event_time ON event_timeseries_flows(event_id, timestamp_value); +CREATE INDEX idx_timeseries_flows_interface_time ON event_timeseries_flows(interface_id, timestamp_value); + +-- Interface lookups +CREATE INDEX idx_interfaces_regions ON interfaces(region_from_id, region_to_id); +CREATE INDEX idx_interfaces_reverse ON interfaces(region_to_id, region_from_id); + +-- ============================================================================ +-- VIEWS +-- ============================================================================ + +-- Complete event summary with system and regional metrics +CREATE VIEW event_summary AS +SELECT + e.id, + e.name, + e.start_timestamp, + e.end_timestamp, + e.time_period_count, + DATE_PART('hour', e.end_timestamp - e.start_timestamp) + 1 AS event_duration_hours, + esm.lole AS system_lole, + esm.eue AS system_eue, + esm.neue AS system_neue, + COUNT(erm.region_id) AS num_regions +FROM events e +JOIN event_system_metrics esm ON e.id = esm.event_id +LEFT JOIN event_regional_metrics erm ON e.id = erm.event_id +GROUP BY e.id, e.name, e.start_timestamp, e.end_timestamp, e.time_period_count, + esm.lole, esm.eue, esm.neue; + +-- Regional breakdown for all events +CREATE VIEW event_regional_breakdown AS +SELECT + e.id AS event_id, + e.name AS event_name, + r.name AS region_name, + erm.lole, + erm.eue, + erm.neue, + ROUND(erm.eue / esm.eue * 100, 2) AS eue_percentage_of_system +FROM events e +JOIN event_regional_metrics erm ON e.id = erm.event_id +JOIN regions r ON erm.region_id = r.id +JOIN event_system_metrics esm ON e.id = esm.event_id; + +-- Time series data with event and region names +CREATE VIEW event_timeseries_detailed AS +SELECT + e.id AS event_id, + e.name AS event_name, + r.name AS region_name, + etsm.timestamp_value, + etsm.lole, + etsm.eue, + etsm.neue +FROM events e +JOIN event_timeseries_metrics etsm ON e.id = etsm.event_id +JOIN regions r ON etsm.region_id = r.id +ORDER BY e.id, r.name, etsm.timestamp_value; + +-- Flow data with interface details +CREATE VIEW event_flows_detailed AS +SELECT + e.id AS event_id, + e.name AS event_name, + rf.name AS region_from, + rt.name AS region_to, + i.name AS interface_name, + etf.timestamp_value, + etf.flow +FROM events e +JOIN event_timeseries_flows etf ON e.id = etf.event_id +JOIN interfaces i ON etf.interface_id = i.id +JOIN regions rf ON i.region_from_id = rf.id +JOIN regions rt ON i.region_to_id = rt.id +ORDER BY e.id, i.name, etf.timestamp_value; + +-- Event rankings by severity (highest EUE first) +CREATE VIEW events_by_severity AS +SELECT + e.id, + e.name, + e.start_timestamp, + e.end_timestamp, + esm.eue AS system_eue, + esm.lole AS system_lole, + esm.neue AS system_neue, + RANK() OVER (ORDER BY esm.eue DESC) AS severity_rank +FROM events e +JOIN event_system_metrics esm ON e.id = esm.event_id; + +-- Monthly event statistics +CREATE VIEW monthly_event_stats AS +SELECT + DATE_PART('year', e.start_timestamp) AS year, + DATE_PART('month', e.start_timestamp) AS month, + COUNT(*) AS event_count, + AVG(esm.eue) AS avg_eue, + SUM(esm.eue) AS total_eue, + MAX(esm.eue) AS max_eue, + AVG(DATE_PART('hour', e.end_timestamp - e.start_timestamp) + 1) AS avg_duration_hours +FROM events e +JOIN event_system_metrics esm ON e.id = esm.event_id +GROUP BY DATE_PART('year', e.start_timestamp), DATE_PART('month', e.start_timestamp) +ORDER BY year, month; + +-- Regional contribution analysis +CREATE VIEW regional_contribution_summary AS +SELECT + r.name AS region_name, + COUNT(erm.event_id) AS events_participated, + AVG(erm.eue) AS avg_regional_eue, + SUM(erm.eue) AS total_regional_eue, + AVG(erm.eue / esm.eue * 100) AS avg_contribution_percentage +FROM regions r +JOIN event_regional_metrics erm ON r.id = erm.region_id +JOIN event_system_metrics esm ON erm.event_id = esm.event_id +GROUP BY r.name +ORDER BY total_regional_eue DESC; + +-- Interface flow summary +CREATE VIEW interface_flow_summary AS +SELECT + rf.name AS region_from, + rt.name AS region_to, + i.name AS interface_name, + COUNT(etf.event_id) AS events_with_flow, + AVG(etf.flow) AS avg_flow, + MAX(etf.flow) AS max_flow, + MIN(etf.flow) AS min_flow, + SUM(etf.flow) AS total_flow +FROM interfaces i +JOIN regions rf ON i.region_from_id = rf.id +JOIN regions rt ON i.region_to_id = rt.id +JOIN event_timeseries_flows etf ON i.id = etf.interface_id +GROUP BY rf.name, rt.name, i.name +ORDER BY total_flow DESC; + +-- Event EUE matrix view - easy subsetting for specific events +CREATE VIEW event_eue_matrix AS +SELECT + e.id AS event_id, + e.name AS event_name, + etsm.timestamp_value, + r.name AS region_name, + etsm.eue +FROM events e +JOIN event_timeseries_metrics etsm ON e.id = etsm.event_id +JOIN regions r ON etsm.region_id = r.id +ORDER BY e.id, etsm.timestamp_value, r.name; + +-- ============================================================================ +-- MATERIALIZED VIEWS FOR HEAVY ANALYTICS (optional - use for frequently accessed aggregations) +-- ============================================================================ + +-- Pre-computed hourly aggregations (uncomment if needed for performance) +-- CREATE MATERIALIZED VIEW hourly_system_metrics AS +-- SELECT +-- DATE_TRUNC('hour', etsm.timestamp_value) AS hour, +-- AVG(etsm.eue) AS avg_eue, +-- SUM(etsm.eue) AS total_eue, +-- MAX(etsm.eue) AS max_eue, +-- COUNT(*) AS sample_count +-- FROM event_timeseries_metrics etsm +-- GROUP BY DATE_TRUNC('hour', etsm.timestamp_value); + +-- Pre-computed regional summaries (uncomment if needed for performance) +-- CREATE MATERIALIZED VIEW regional_monthly_summary AS +-- SELECT +-- r.name AS region_name, +-- DATE_PART('year', etsm.timestamp_value) AS year, +-- DATE_PART('month', etsm.timestamp_value) AS month, +-- AVG(etsm.eue) AS avg_eue, +-- SUM(etsm.eue) AS total_eue, +-- COUNT(DISTINCT etsm.event_id) AS events_count +-- FROM event_timeseries_metrics etsm +-- JOIN regions r ON etsm.region_id = r.id +-- GROUP BY r.name, DATE_PART('year', etsm.timestamp_value), DATE_PART('month', etsm.timestamp_value); diff --git a/PRASReport.jl/src/events.jl b/PRASReport.jl/src/events.jl index da2db82b..2a64c467 100644 --- a/PRASReport.jl/src/events.jl +++ b/PRASReport.jl/src/events.jl @@ -1,14 +1,20 @@ mutable struct Event{N,L,T,E} name::String timestamps::StepRange{ZonedDateTime,T} + system_lole::LOLE + system_eue::EUE + system_neue::NEUE lole::Vector{LOLE} eue::Vector{EUE} neue::Vector{NEUE} regions::Vector{String} function Event{}(name::String, timestamps::StepRange{ZonedDateTime,T}, + system_lole::LOLE{N,L,T}, system_eue::EUE{N,L,T,E}, + system_neue::NEUE, lole::Vector{LOLE{N,L,T}}, eue::Vector{EUE{N,L,T,E}}, - neue::Vector{NEUE}, regions::Vector{String} + neue::Vector{NEUE}, + regions::Vector{String} ) where {N,L,T,E} length(lole) != length(eue) != length(neue) != length(regions) && @@ -17,39 +23,40 @@ mutable struct Event{N,L,T,E} length(timestamps) != N && error("Number of timesteps should match metrics event length") - length(regions) > 1 && !isapprox(val(eue[1]),sum(val.(eue[2:end]))) && - error("First value in an event eue array should represent system EUE" - *"which is approximately the sum of EUE of all the regions") + length(regions) > 0 && !isapprox(val(system_eue),sum(val.(eue))) && + error("System EUE should be approximately the sum of EUE of all the regions") - new{N,L,T,E}(name, timestamps, lole, eue, neue, regions) + new{N,L,T,E}(name, timestamps, + system_lole, system_eue, system_neue, + lole, eue, neue, regions) end end -mutable struct sf_ts{} +mutable struct Shortfall_timeseries{} name::String timestamps::Vector{ZonedDateTime} - eue::Vector{Vector{EUE}} - lole::Vector{Vector{LOLE}} - neue::Vector{Vector{NEUE}} + eue::Vector{Vector{Float64}} + lole::Vector{Vector{Float64}} + neue::Vector{Vector{Float64}} regions::Vector{String} - function sf_ts(event,sf{N,L,T,E}) where {N,L,T,E} + function Shortfall_timeseries(event,sf::ShortfallResult{N,L,T,E}) where {N,L,T,E} name = event.name timestamps = collect(event.timestamps) - eue = EUE{1,L,T,E}(MeanEstimate(val.(EUE.(sf,:,timestamps)))) - lole = LOLE{1,L,T}(MeanEstimate(val.(LOLE.(sf,:,timestamps)))) - neue = NEUE(MeanEstimate(val.(NEUE.(sf,:,timestamps)))) - regions = event.regions[2:end] - new(name,timestamps,[eue],[lole],[neue],regions) + eue = map(row->val.(row),(EUE.(sf,:,timestamps))) + lole = map(row->val.(row),(LOLE.(sf,:,timestamps))) + neue = map(row->val.(row),(NEUE.(sf,:,timestamps))) + regions = event.regions + new(name,timestamps,eue,lole,neue,regions) end end -mutable struct flow_ts{} +mutable struct Flow_timeseries{} name::String timestamps::Vector{ZonedDateTime} flow::Vector{Vector{NEUE}} interfaces::Vector{String} - function flow_ts(timestamps::Vector{ZonedDateTime}) + function Flow_timeseries(timestamps::Vector{ZonedDateTime}) new(timestamps) end end @@ -70,25 +77,23 @@ function Event(sf::ShortfallResult{N,L,T,E}, ts_first = findfirstunique(sf.timestamps,first(event_timestamps)) ts_last = findfirstunique(sf.timestamps,last(event_timestamps)) - - - lole = [LOLE{event_length,L,T}( + system_lole = LOLE{event_length,L,T}( MeanEstimate(sum(val.(LOLE.(sf,event_timestamps)))) - )] + ) - eue = [EUE{event_length,L,T,E}( + system_eue = EUE{event_length,L,T,E}( MeanEstimate(sum(val.(EUE.(sf,event_timestamps)))) - )] + ) - neue = [NEUE( + system_neue = NEUE( div(MeanEstimate(sum(val.(EUE.(sf,event_timestamps)))), - sum(sf.regions.load[:,ts_first:ts_last])/1e6))] + sum(sf.regions.load[:,ts_first:ts_last])/1e6)) + + lole = LOLE{event_length,L,T}[] + eue = EUE{event_length,L,T,E}[] + neue = NEUE[] - if length(sf.regions) == 1 - # TODO: Change variable name - # TODO: Should all events have common region_names? - region_names = sf.regions.names - else + if length(sf.regions) > 1 region_names = ["System"] for (r,region) in enumerate(sf.regions.names) @@ -98,6 +103,7 @@ function Event(sf::ShortfallResult{N,L,T,E}, MeanEstimate(sum(val.(LOLE.(sf,region,event_timestamps)))) ) ) + push!(eue, EUE{event_length,L,T,E}( MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))) @@ -114,7 +120,10 @@ function Event(sf::ShortfallResult{N,L,T,E}, end end - return Event(name,event_timestamps,lole,eue,neue,region_names) + return Event(name,event_timestamps, + system_lole, system_eue, system_neue, + lole,eue,neue, + sf.regions.names) end """ diff --git a/PRASReport.jl/src/report.jl b/PRASReport.jl/src/report.jl new file mode 100644 index 00000000..8527406e --- /dev/null +++ b/PRASReport.jl/src/report.jl @@ -0,0 +1,47 @@ +function run_reports(sim::Simulation; kwargs...) + return assess(sim; kwargs...) +end + +""" + get_db(sf::ShortfallResult, flow::FlowResult=nothing, conn::DuckDB.Connection; kwargs...) + +Extract events from PRAS results and write them to database. +Returns the event IDs for further processing. +""" +function get_db(sf::ShortfallResult{N,L,T,E}, + conn::DuckDB.Connection, + flow::FlowResult{N,L,T,P}=nothing; + kwargs...) where {N,L,T,P,E} + + # Extract events from shortfall results + events = get_events(sf; kwargs...) + + # Write events to database (events, system metrics, regional metrics) + event_ids = write_db!(events, conn) + + # Write time-series shortfall data for each event + sf_timeseries_allevents = Shortfall_timeseries.(events, sf) + write_db!.(sf_timeseries_allevents, conn) + + # Write flow data if provided + if !isnothing(flow) + flow_timeseries_allevents = Flow_timeseries.(events, flow) # You'll need to implement this + write_db!.(flow_timeseries_allevents, conn) + end + + return event_ids +end + +""" + write_db!(events::Vector{Event}, conn::DuckDB.Connection) -> Vector{Int} + +Write a vector of events to database and return their event IDs. +""" +function write_db!(events::Vector{Event}, conn::DuckDB.Connection) + event_ids = Vector{Int}() + for event in events + event_id = write_db!(event, conn) + push!(event_ids, event_id) + end + return event_ids +end \ No newline at end of file diff --git a/PRASReport.jl/src/write.jl b/PRASReport.jl/src/write.jl new file mode 100644 index 00000000..594e16fa --- /dev/null +++ b/PRASReport.jl/src/write.jl @@ -0,0 +1,301 @@ +using DuckDB +using Dates + +""" + write_db!(events::Vector{Event}, conn::DuckDB.Connection) + +Write a vector of Event objects to the database using DuckDB Appender API for efficient bulk inserts. +Writes to: events, event_system_shortfall, event_regional_shortfall tables. +""" +function write_db!(events::Vector{Event}, conn::DuckDB.Connection) + # Write each event individually to avoid memory issues with large datasets + for event in events + write_db!(event, conn) + end +end + +""" + write_db!(event::Event, conn::DuckDB.Connection) + +Write a single Event object to the database. +""" +function write_db!(event::Event{N,L,T,E}, conn::DuckDB.Connection) where {N,L,T,E} + # Get region IDs in the same order as event.regions array + region_ids = get_region_ids_ordered(event.regions, conn) + + # Insert the event record + event_id = write_event!(event, conn) + + # Insert system-level metrics + write_system_shortfall!(event_id, event, conn) + + # Insert regional metrics if they exist + if !isempty(event.lole) && !isempty(event.eue) && !isempty(event.neue) + write_regional_shortfall!(event_id, event, region_ids, conn) + end + + return event_id +end + +""" + write_db!(sf_ts::Shortfall_timeseries, conn::DuckDB.Connection) + +Write sf_ts time-series data to event_timeseries_shortfall table. +Gets the event_id from the database using the event name for consistency. +""" +function write_db!(sf_ts::Shortfall_timeseries, conn::DuckDB.Connection) + # Get event_id from database using event name + event_result = DuckDB.execute(conn, "SELECT id FROM events WHERE name = ?", [sf_ts.name]) + if DuckDB.num_rows(event_result) == 0 + error("Event '$(sf_ts.name)' not found in database. Write the event first.") + end + event_id = DuckDB.fetchall(event_result)[1][1] + # Get region IDs in the same order as sf_ts.regions array + region_ids = get_region_ids_ordered(sf_ts.regions, conn) + + # Use Appender for efficient bulk insert + appender = DuckDB.Appender(conn, "event_timeseries_shortfall") + + try + # Iterate through timestamps and regions + for (t_idx, timestamp) in enumerate(sf_ts.timestamps) + for (r_idx, region_id) in enumerate(region_ids) + # Append row: event_id, region_id, timestamp_value, lole, eue, neue + DuckDB.append(appender, event_id) + DuckDB.append(appender, region_id) + DuckDB.append(appender, timestamp) + DuckDB.append(appender, sf_ts.lole[r_idx][t_idx]) + DuckDB.append(appender, sf_ts.eue[r_idx][t_idx]) + DuckDB.append(appender, sf_ts.neue[r_idx][t_idx]) + DuckDB.end_row(appender) + end + end + + # Flush the appender + DuckDB.flush(appender) + + finally + # Always close the appender + DuckDB.close(appender) + end +end + +""" + write_db!(flow_ts::Flow_timeseries, conn::DuckDB.Connection) + +Write flow_ts time-series data to event_timeseries_flows table. +Gets the event_id from the database using the event name for consistency. +""" +function write_db!(flow_ts::Flow_timeseries, conn::DuckDB.Connection) + # Get event_id from database using event name + event_result = DuckDB.execute(conn, "SELECT id FROM events WHERE name = ?", [flow_ts.name]) + if DuckDB.num_rows(event_result) == 0 + error("Event '$(flow_ts.name)' not found in database. Write the event first.") + end + event_id = DuckDB.fetchall(event_result)[1][1] + # Get interface IDs in the same order as flow_ts.interfaces array + interface_ids = get_interface_ids_ordered(flow_ts.interfaces, conn) + + # Use Appender for efficient bulk insert + appender = DuckDB.Appender(conn, "event_timeseries_flows") + + try + # Iterate through timestamps and interfaces + for (t_idx, timestamp) in enumerate(flow_ts.timestamps) + for (i_idx, interface_id) in enumerate(interface_ids) + # Append row: event_id, interface_id, timestamp_value, flow + DuckDB.append(appender, event_id) + DuckDB.append(appender, interface_id) + DuckDB.append(appender, timestamp) + DuckDB.append(appender, val(flow_ts.flow[i_idx][t_idx])) # Extract value from NEUE + DuckDB.end_row(appender) + end + end + + # Flush the appender + DuckDB.flush(appender) + + finally + # Always close the appender + DuckDB.close(appender) + end +end + +# ============================================================================ +# Setup Functions +# ============================================================================ + +""" + write_regions!(region_names::Vector{String}, conn::DuckDB.Connection) + +Write regions to the regions table. Call this once to populate the regions table. +Ignores regions that already exist. +""" +function write_regions!(region_names::Vector{String}, conn::DuckDB.Connection) + for region_name in region_names + try + DuckDB.execute(conn, "INSERT INTO regions (name) VALUES (?)", [region_name]) + catch e + # Region already exists, continue + if !occursin("UNIQUE constraint", string(e)) + rethrow(e) + end + end + end +end + +""" + write_interfaces!(interface_specs::Vector{Pair{String,String}}, conn::DuckDB.Connection) + +Write interfaces from region pairs to the interfaces table. +Each tuple should be (region_from, region_to). +Assumes all regions already exist in the regions table. +Call this once to populate the interfaces table. +""" +function write_interfaces!(interface_specs::Vector{Pair{String,String}}, conn::DuckDB.Connection) + for interface_pair in interface_specs + region_from, region_to = interface_pair.first, interface_pair.second + # Get region IDs + from_result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_from]) + to_result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_to]) + + if DuckDB.num_rows(from_result) == 0 + error("Region '$region_from' not found in database. Add regions first with write_regions!().") + end + if DuckDB.num_rows(to_result) == 0 + error("Region '$region_to' not found in database. Add regions first with write_regions!().") + end + + from_id = DuckDB.fetchall(from_result)[1][1] + to_id = DuckDB.fetchall(to_result)[1][1] + + interface_name = "$region_from->$region_to" + + # Insert interface (ignore if already exists due to UNIQUE constraint) + try + DuckDB.execute(conn, """ + INSERT INTO interfaces (region_from_id, region_to_id, name) + VALUES (?, ?, ?) + """, [from_id, to_id, interface_name]) + catch e + # Interface already exists, continue + if !occursin("UNIQUE constraint", string(e)) + rethrow(e) + end + end + end +end + +# ============================================================================ +# Helper Functions +# ============================================================================ + +""" + get_region_ids_ordered(region_names::Vector{String}, conn::DuckDB.Connection) -> Vector{Int} + +Get region IDs in the same order as the region_names array. +Assumes all regions exist in the database. +""" +function get_region_ids_ordered(region_names::Vector{String}, conn::DuckDB.Connection) + region_ids = Vector{Int}() + + for region_name in region_names + result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_name]) + if DuckDB.num_rows(result) == 0 + error("Region '$region_name' not found in database") + end + region_id = DuckDB.fetchall(result)[1][1] + push!(region_ids, region_id) + end + + return region_ids +end + +""" + get_interface_ids_ordered(interface_names::Vector{String}, conn::DuckDB.Connection) -> Vector{Int} + +Get interface IDs in the same order as the interface_names array. +Assumes all interfaces exist in the database. +""" +function get_interface_ids_ordered(interface_names::Vector{String}, conn::DuckDB.Connection) + interface_ids = Vector{Int}() + + for interface_name in interface_names + result = DuckDB.execute(conn, "SELECT id FROM interfaces WHERE name = ?", [interface_name]) + if DuckDB.num_rows(result) == 0 + error("Interface '$interface_name' not found in database") + end + interface_id = DuckDB.fetchall(result)[1][1] + push!(interface_ids, interface_id) + end + + return interface_ids +end + +""" + write_event!(event::Event, conn::DuckDB.Connection) -> Int + +Write event record to events table and return the event ID. +""" +function write_event!(event::Event, conn::DuckDB.Connection) + # Extract start and end timestamps + start_ts = first(event.timestamps) + end_ts = last(event.timestamps) + time_period_count = length(event.timestamps) + + # Insert event and get the ID + DuckDB.execute(conn, """ + INSERT INTO events (name, start_timestamp, end_timestamp, time_period_count) + VALUES (?, ?, ?, ?) + """, [event.name, start_ts, end_ts, time_period_count]) + + # Get the inserted event ID + result = DuckDB.execute(conn, "SELECT last_insert_rowid()") + event_id = DuckDB.fetchall(result)[1][1] + + return event_id +end + +""" + write_system_shortfall!(event_id::Int, event::Event, conn::DuckDB.Connection) + +Write system-level shortfall metrics to event_system_shortfall table. +""" +function write_system_shortfall!(event_id::Int, event::Event, conn::DuckDB.Connection) + DuckDB.execute(conn, """ + INSERT INTO event_system_shortfall (event_id, lole, eue, neue) + VALUES (?, ?, ?, ?) + """, [event_id, val(event.system_lole), val(event.system_eue), val(event.system_neue)]) +end + +""" + write_regional_shortfall!(event_id::Int, event::Event, region_ids::Vector{Int}, conn::DuckDB.Connection) + +Write regional shortfall metrics to event_regional_shortfall table. +""" +function write_regional_shortfall!(event_id::Int, event::Event, region_ids::Vector{Int}, conn::DuckDB.Connection) + # Use Appender for efficient bulk insert + appender = DuckDB.Appender(conn, "event_regional_shortfall") + + try + for (i, region_id) in enumerate(region_ids) + # Append row: event_id, region_id, lole, eue, neue + # Note: skipping the 'id' column since it's auto-generated + DuckDB.append(appender, event_id) + DuckDB.append(appender, region_id) + DuckDB.append(appender, val(event.lole[i])) + DuckDB.append(appender, val(event.eue[i])) + DuckDB.append(appender, val(event.neue[i])) + DuckDB.end_row(appender) + end + + # Flush the appender + DuckDB.flush(appender) + + finally + # Always close the appender + DuckDB.close(appender) + end +end + + From 8388f0d9144aaa4917a643c2573e43a508f745ed Mon Sep 17 00:00:00 2001 From: Srihari Sundar Date: Mon, 29 Sep 2025 01:09:36 -0600 Subject: [PATCH 05/30] Working events and sf+flow timeseries DB export --- PRASReport.jl/Project.toml | 1 + PRASReport.jl/examples/run_report.jl | 6 +- PRASReport.jl/src/PRASReport.jl | 24 ++- PRASReport.jl/src/event_db_schema.sql | 106 +++------- PRASReport.jl/src/events.jl | 64 +++--- PRASReport.jl/src/report.jl | 78 ++++--- PRASReport.jl/src/{write.jl => writedb.jl} | 230 +++++++++++---------- 7 files changed, 258 insertions(+), 251 deletions(-) rename PRASReport.jl/src/{write.jl => writedb.jl} (66%) diff --git a/PRASReport.jl/Project.toml b/PRASReport.jl/Project.toml index f4372ff7..0e2ffc76 100644 --- a/PRASReport.jl/Project.toml +++ b/PRASReport.jl/Project.toml @@ -13,6 +13,7 @@ PRASCapacityCredits = "2e1a2ed5-e89d-4cd3-bc86-c0e88a73d3a3" PRASCore = "c5c32b99-e7c3-4530-a685-6f76e19f7fe2" PRASFiles = "a2806276-6d43-4ef5-91c0-491704cd7cf1" StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" +Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" TimeZones = "f269a46b-ccf7-5d73-abea-4c690281aa53" [compat] diff --git a/PRASReport.jl/examples/run_report.jl b/PRASReport.jl/examples/run_report.jl index 2d094777..d62e8e57 100644 --- a/PRASReport.jl/examples/run_report.jl +++ b/PRASReport.jl/examples/run_report.jl @@ -1,10 +1,11 @@ +using Revise using PRAS using PRASReport rts_sys = rts_gmlc(); rts_sys.regions.load .+= 375; -sf, = assess(rts_sys,SequentialMonteCarlo(samples=100),Shortfall()); +sf,flow = assess(rts_sys,SequentialMonteCarlo(samples=100),Shortfall(),Flow()); event_threshold = 0 events = get_events(sf,event_threshold) @@ -14,3 +15,6 @@ println("System $(NEUE(sf))") println("Number of events where each event-hour in the event has EUE > $event_threshold MW: ", length(events)) println("Longest event is over a period of ", maximum(event_length.(events))) +long_event = events[argmax(event_length.(events))] +sfts = Shortfall_timeseries.(events,sf) +flowts = Flow_timeseries(long_event,flow) \ No newline at end of file diff --git a/PRASReport.jl/src/PRASReport.jl b/PRASReport.jl/src/PRASReport.jl index b2c7c184..1c88f2cd 100644 --- a/PRASReport.jl/src/PRASReport.jl +++ b/PRASReport.jl/src/PRASReport.jl @@ -1,28 +1,30 @@ module PRASReport import PRASCore.Systems: SystemModel, Regions, Interfaces, - Generators, Storages, GeneratorStorages, Lines, - timeunits, powerunits, energyunits, unitsymbol - + Generators, Storages, GeneratorStorages, Lines, + timeunits, powerunits, energyunits, unitsymbol, + unitsymbol_long import PRASCore.Simulations: assess - import PRASCore.Results: EUE, LOLE, NEUE, ShortfallResult, FlowResult, - ShortfallSamplesResult, AbstractShortfallResult, - Result, MeanEstimate, findfirstunique, - val, stderror + ShortfallSamplesResult, AbstractShortfallResult, + Result, MeanEstimate, findfirstunique, + val, stderror import StatsBase: mean import Dates: @dateformat_str, format, now -import TimeZones: ZonedDateTime +import TimeZones: ZonedDateTime, @tz_str -using DuckDB +# TODO: Fix use only what imports are needed +import DuckDB using Base64 using JSON3 +using Dates +using Tables include("events.jl") -include("write.jl") +include("writedb.jl") include("report.jl") -export Event, get_events, event_length, sf_ts, flow_ts +export Event, get_events, event_length, Shortfall_timeseries, Flow_timeseries export write_db!, get_db, write_regions!, write_interfaces! end # module PRASReport diff --git a/PRASReport.jl/src/event_db_schema.sql b/PRASReport.jl/src/event_db_schema.sql index 6193843e..b2ee911b 100644 --- a/PRASReport.jl/src/event_db_schema.sql +++ b/PRASReport.jl/src/event_db_schema.sql @@ -1,31 +1,15 @@ --- PRAS Event Database Schema for DuckDB --- This schema supports Event, sf_ts, and flow_ts data structures --- --- OPTIMIZATION NOTES: --- 1. DuckDB automatically applies columnar compression (lightweight compression, dictionary encoding) --- 2. Tables are ordered by primary key for optimal range queries --- 3. Time-series tables are partitioned by year for better performance on temporal queries --- 4. Compound indexes are designed for common access patterns --- --- RECOMMENDED SETTINGS for large datasets: --- SET memory_limit = '8GB'; -- Adjust based on available RAM --- SET max_memory = '16GB'; -- For complex analytical queries --- SET threads = 4; -- Adjust based on CPU cores - --- Parameters lookup table for default/reference configurations +-- System and Simulation parameters CREATE TABLE parameters ( - id INTEGER PRIMARY KEY, step_size INTEGER NOT NULL, time_unit TEXT NOT NULL, - energy_unit TEXT DEFAULT 'MWh' NOT NULL, + power_unit TEXT NOT NULL, + energy_unit TEXT NOT NULL, + n_samples INTEGER, -- Constraint to ensure valid ISO 8601 duration units CONSTRAINT valid_time_unit CHECK ( - time_unit IN ('PT1H', 'PT30M', 'PT15M', 'PT5M', 'PT1M', 'P1D', 'PT6H', 'PT12H') + time_unit IN ('Year', 'Day', 'Hour', 'Minute', 'Second') ), - - -- Make parameter combinations unique - UNIQUE(step_size, time_unit, energy_unit) ); -- Regions lookup table @@ -39,13 +23,14 @@ CREATE TABLE interfaces ( id INTEGER PRIMARY KEY, region_from_id INTEGER REFERENCES regions(id), region_to_id INTEGER REFERENCES regions(id), - name TEXT, -- Optional descriptive name like "Region1->Region2" + name TEXT, -- name like "Region1->Region2" UNIQUE(region_from_id, region_to_id) ); -- Main events table (clean, no parameters) +CREATE SEQUENCE eventid_sequence START 1; CREATE TABLE events ( - id INTEGER PRIMARY KEY, + id INTEGER PRIMARY KEY DEFAULT nextval('eventid_sequence'), name TEXT NOT NULL, start_timestamp TIMESTAMP WITH TIME ZONE NOT NULL, end_timestamp TIMESTAMP WITH TIME ZONE NOT NULL, @@ -54,7 +39,7 @@ CREATE TABLE events ( -- System-level metrics for each event (aggregated) CREATE TABLE event_system_shortfall ( - event_id INTEGER REFERENCES events(id) ON DELETE CASCADE, + event_id INTEGER REFERENCES events(id), lole REAL NOT NULL, eue REAL NOT NULL, neue REAL NOT NULL, @@ -64,7 +49,7 @@ CREATE TABLE event_system_shortfall ( -- Regional metrics for each event (aggregated) CREATE TABLE event_regional_shortfall ( id INTEGER PRIMARY KEY, - event_id INTEGER REFERENCES events(id) ON DELETE CASCADE, + event_id INTEGER REFERENCES events(id), region_id INTEGER REFERENCES regions(id), lole REAL NOT NULL, eue REAL NOT NULL, @@ -81,10 +66,10 @@ CREATE TABLE event_timeseries_shortfall ( lole REAL NOT NULL, eue REAL NOT NULL, neue REAL NOT NULL, - FOREIGN KEY (event_id) REFERENCES events(id) ON DELETE CASCADE, + FOREIGN KEY (event_id) REFERENCES events(id), FOREIGN KEY (region_id) REFERENCES regions(id), PRIMARY KEY (event_id, region_id, timestamp_value) -) PARTITION BY RANGE (DATE_PART('year', timestamp_value)); +); -- Flow data for each timestamp within an event (from flow_ts struct) -- Optimized with better data types and ordering for columnar storage @@ -93,10 +78,10 @@ CREATE TABLE event_timeseries_flows ( interface_id INTEGER NOT NULL, timestamp_value TIMESTAMP WITH TIME ZONE NOT NULL, flow REAL NOT NULL, -- Flow value (NEUE units) - FOREIGN KEY (event_id) REFERENCES events(id) ON DELETE CASCADE, + FOREIGN KEY (event_id) REFERENCES events(id), FOREIGN KEY (interface_id) REFERENCES interfaces(id), PRIMARY KEY (event_id, interface_id, timestamp_value) -) PARTITION BY RANGE (DATE_PART('year', timestamp_value)); +); -- Optimized indexes for common access patterns -- Compound indexes for filtering and joining patterns @@ -104,13 +89,13 @@ CREATE INDEX idx_events_timestamps ON events(start_timestamp, end_timestamp); CREATE INDEX idx_events_name ON events(name); -- For event name lookups -- Regional metrics - optimize for both directions -CREATE INDEX idx_regional_metrics_event_region ON event_regional_metrics(event_id, region_id); -CREATE INDEX idx_regional_metrics_region_event ON event_regional_metrics(region_id, event_id); +CREATE INDEX idx_regional_shortfall_event_region ON event_regional_shortfall(event_id, region_id); +CREATE INDEX idx_regional_shortfall_region_event ON event_regional_shortfall(region_id, event_id); -- Time-series metrics - optimize for common query patterns -CREATE INDEX idx_timeseries_metrics_event_time ON event_timeseries_metrics(event_id, timestamp_value); -CREATE INDEX idx_timeseries_metrics_region_time ON event_timeseries_metrics(region_id, timestamp_value); -CREATE INDEX idx_timeseries_metrics_time_region ON event_timeseries_metrics(timestamp_value, region_id); +CREATE INDEX idx_timeseries_shortfall_event_time ON event_timeseries_shortfall(event_id, timestamp_value); +CREATE INDEX idx_timeseries_shortfall_region_time ON event_timeseries_shortfall(region_id, timestamp_value); +CREATE INDEX idx_timeseries_shortfall_time_region ON event_timeseries_shortfall(timestamp_value, region_id); -- Flow metrics - optimize for interface and time queries CREATE INDEX idx_timeseries_flows_event_time ON event_timeseries_flows(event_id, timestamp_value); @@ -131,15 +116,14 @@ SELECT e.name, e.start_timestamp, e.end_timestamp, - e.time_period_count, - DATE_PART('hour', e.end_timestamp - e.start_timestamp) + 1 AS event_duration_hours, + e.time_period_count AS event_duration_hours, esm.lole AS system_lole, esm.eue AS system_eue, esm.neue AS system_neue, COUNT(erm.region_id) AS num_regions FROM events e -JOIN event_system_metrics esm ON e.id = esm.event_id -LEFT JOIN event_regional_metrics erm ON e.id = erm.event_id +JOIN event_system_shortfall esm ON e.id = esm.event_id +LEFT JOIN event_regional_shortfall erm ON e.id = erm.event_id GROUP BY e.id, e.name, e.start_timestamp, e.end_timestamp, e.time_period_count, esm.lole, esm.eue, esm.neue; @@ -154,9 +138,9 @@ SELECT erm.neue, ROUND(erm.eue / esm.eue * 100, 2) AS eue_percentage_of_system FROM events e -JOIN event_regional_metrics erm ON e.id = erm.event_id +JOIN event_regional_shortfall erm ON e.id = erm.event_id JOIN regions r ON erm.region_id = r.id -JOIN event_system_metrics esm ON e.id = esm.event_id; +JOIN event_system_shortfall esm ON e.id = esm.event_id; -- Time series data with event and region names CREATE VIEW event_timeseries_detailed AS @@ -169,7 +153,7 @@ SELECT etsm.eue, etsm.neue FROM events e -JOIN event_timeseries_metrics etsm ON e.id = etsm.event_id +JOIN event_timeseries_shortfall etsm ON e.id = etsm.event_id JOIN regions r ON etsm.region_id = r.id ORDER BY e.id, r.name, etsm.timestamp_value; @@ -202,7 +186,7 @@ SELECT esm.neue AS system_neue, RANK() OVER (ORDER BY esm.eue DESC) AS severity_rank FROM events e -JOIN event_system_metrics esm ON e.id = esm.event_id; +JOIN event_system_shortfall esm ON e.id = esm.event_id; -- Monthly event statistics CREATE VIEW monthly_event_stats AS @@ -215,7 +199,7 @@ SELECT MAX(esm.eue) AS max_eue, AVG(DATE_PART('hour', e.end_timestamp - e.start_timestamp) + 1) AS avg_duration_hours FROM events e -JOIN event_system_metrics esm ON e.id = esm.event_id +JOIN event_system_shortfall esm ON e.id = esm.event_id GROUP BY DATE_PART('year', e.start_timestamp), DATE_PART('month', e.start_timestamp) ORDER BY year, month; @@ -228,8 +212,8 @@ SELECT SUM(erm.eue) AS total_regional_eue, AVG(erm.eue / esm.eue * 100) AS avg_contribution_percentage FROM regions r -JOIN event_regional_metrics erm ON r.id = erm.region_id -JOIN event_system_metrics esm ON erm.event_id = esm.event_id +JOIN event_regional_shortfall erm ON r.id = erm.region_id +JOIN event_system_shortfall esm ON erm.event_id = esm.event_id GROUP BY r.name ORDER BY total_regional_eue DESC; @@ -260,34 +244,6 @@ SELECT r.name AS region_name, etsm.eue FROM events e -JOIN event_timeseries_metrics etsm ON e.id = etsm.event_id +JOIN event_timeseries_shortfall etsm ON e.id = etsm.event_id JOIN regions r ON etsm.region_id = r.id -ORDER BY e.id, etsm.timestamp_value, r.name; - --- ============================================================================ --- MATERIALIZED VIEWS FOR HEAVY ANALYTICS (optional - use for frequently accessed aggregations) --- ============================================================================ - --- Pre-computed hourly aggregations (uncomment if needed for performance) --- CREATE MATERIALIZED VIEW hourly_system_metrics AS --- SELECT --- DATE_TRUNC('hour', etsm.timestamp_value) AS hour, --- AVG(etsm.eue) AS avg_eue, --- SUM(etsm.eue) AS total_eue, --- MAX(etsm.eue) AS max_eue, --- COUNT(*) AS sample_count --- FROM event_timeseries_metrics etsm --- GROUP BY DATE_TRUNC('hour', etsm.timestamp_value); - --- Pre-computed regional summaries (uncomment if needed for performance) --- CREATE MATERIALIZED VIEW regional_monthly_summary AS --- SELECT --- r.name AS region_name, --- DATE_PART('year', etsm.timestamp_value) AS year, --- DATE_PART('month', etsm.timestamp_value) AS month, --- AVG(etsm.eue) AS avg_eue, --- SUM(etsm.eue) AS total_eue, --- COUNT(DISTINCT etsm.event_id) AS events_count --- FROM event_timeseries_metrics etsm --- JOIN regions r ON etsm.region_id = r.id --- GROUP BY r.name, DATE_PART('year', etsm.timestamp_value), DATE_PART('month', etsm.timestamp_value); +ORDER BY e.id, etsm.timestamp_value, r.name; \ No newline at end of file diff --git a/PRASReport.jl/src/events.jl b/PRASReport.jl/src/events.jl index 2a64c467..ed029093 100644 --- a/PRASReport.jl/src/events.jl +++ b/PRASReport.jl/src/events.jl @@ -32,6 +32,8 @@ mutable struct Event{N,L,T,E} end end +event_length(event::Event{N,L,T}) where {N,L,T} = T(N*L) + mutable struct Shortfall_timeseries{} name::String timestamps::Vector{ZonedDateTime} @@ -40,12 +42,12 @@ mutable struct Shortfall_timeseries{} neue::Vector{Vector{Float64}} regions::Vector{String} - function Shortfall_timeseries(event,sf::ShortfallResult{N,L,T,E}) where {N,L,T,E} + function Shortfall_timeseries(event,sfresult::ShortfallResult{N,L,T,E}) where {N,L,T,E} name = event.name timestamps = collect(event.timestamps) - eue = map(row->val.(row),(EUE.(sf,:,timestamps))) - lole = map(row->val.(row),(LOLE.(sf,:,timestamps))) - neue = map(row->val.(row),(NEUE.(sf,:,timestamps))) + eue = map(row->val.(row),(EUE.(sfresult,:,timestamps))) + lole = map(row->val.(row),(LOLE.(sfresult,:,timestamps))) + neue = map(row->val.(row),(NEUE.(sfresult,:,timestamps))) regions = event.regions new(name,timestamps,eue,lole,neue,regions) end @@ -54,17 +56,19 @@ end mutable struct Flow_timeseries{} name::String timestamps::Vector{ZonedDateTime} - flow::Vector{Vector{NEUE}} - interfaces::Vector{String} - function Flow_timeseries(timestamps::Vector{ZonedDateTime}) - new(timestamps) + flow::Vector{Vector{Float64}} + interfaces::Vector{Pair{String,String}} + + function Flow_timeseries(event,flresult::FlowResult{N,L,T,P}) where {N,L,T,P} + name = event.name + timestamps = collect(event.timestamps) + flow = [first.(flresult[:, ts]) for ts in timestamps] + interfaces = flresult.interfaces + new(name,timestamps,flow,interfaces) end end - -event_length(event::Event{N,L,T}) where {N,L,T} = T(N*L) - -function Event(sf::ShortfallResult{N,L,T,E}, +function Event(sfresult::ShortfallResult{N,L,T,E}, event_timestamps::StepRange{ZonedDateTime,T}, name::String=nothing ) where {N,L,T,E} @@ -74,46 +78,46 @@ function Event(sf::ShortfallResult{N,L,T,E}, end event_length = length(event_timestamps) - ts_first = findfirstunique(sf.timestamps,first(event_timestamps)) - ts_last = findfirstunique(sf.timestamps,last(event_timestamps)) + ts_first = findfirstunique(sfresult.timestamps,first(event_timestamps)) + ts_last = findfirstunique(sfresult.timestamps,last(event_timestamps)) system_lole = LOLE{event_length,L,T}( - MeanEstimate(sum(val.(LOLE.(sf,event_timestamps)))) + MeanEstimate(sum(val.(LOLE.(sfresult,event_timestamps)))) ) system_eue = EUE{event_length,L,T,E}( - MeanEstimate(sum(val.(EUE.(sf,event_timestamps)))) + MeanEstimate(sum(val.(EUE.(sfresult,event_timestamps)))) ) system_neue = NEUE( - div(MeanEstimate(sum(val.(EUE.(sf,event_timestamps)))), - sum(sf.regions.load[:,ts_first:ts_last])/1e6)) + div(MeanEstimate(sum(val.(EUE.(sfresult,event_timestamps)))), + sum(sfresult.regions.load[:,ts_first:ts_last])/1e6)) lole = LOLE{event_length,L,T}[] eue = EUE{event_length,L,T,E}[] neue = NEUE[] - if length(sf.regions) > 1 + if length(sfresult.regions) > 1 region_names = ["System"] - for (r,region) in enumerate(sf.regions.names) + for (r,region) in enumerate(sfresult.regions.names) push!(lole, LOLE{event_length,L,T}( - MeanEstimate(sum(val.(LOLE.(sf,region,event_timestamps)))) + MeanEstimate(sum(val.(LOLE.(sfresult,region,event_timestamps)))) ) ) push!(eue, EUE{event_length,L,T,E}( - MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))) + MeanEstimate(sum(val.(EUE.(sfresult,region,event_timestamps)))) ) ) push!(neue, NEUE( - div(MeanEstimate(sum(val.(EUE.(sf,region,event_timestamps)))), - sum(sf.regions.load[r,ts_first:ts_last])/1e6)) + div(MeanEstimate(sum(val.(EUE.(sfresult,region,event_timestamps)))), + sum(sfresult.regions.load[r,ts_first:ts_last])/1e6)) ) push!(region_names,region) @@ -123,11 +127,11 @@ function Event(sf::ShortfallResult{N,L,T,E}, return Event(name,event_timestamps, system_lole, system_eue, system_neue, lole,eue,neue, - sf.regions.names) + sfresult.regions.names) end """ - get_events(sf::ShortfallResult{N,L,T,E}, event_threshold=0) where {N,L,T,E} + get_events(sfresult::ShortfallResult{N,L,T,E}, event_threshold=0) where {N,L,T,E} Extracts events from PRAS ShortfallResult objects where an event is a contiguous period during which the system EUE exceeds a specified threshold, and @@ -137,18 +141,18 @@ If the PRAS simulation is hourly and event_threshold is 0, and there are 5 consecutive hours where the system EUE exceeds the threshold, this returns a vector with a single event. """ -function get_events(sf::ShortfallResult{N,L,T,E}, event_threshold=0) where {N,L,T,E} +function get_events(sfresult::ShortfallResult{N,L,T,E}, event_threshold=0) where {N,L,T,E} event_threshold < 0 && error("Event threshold must be non-negative") - eue_system = EUE.(sf,sf.timestamps) + eue_system = EUE.(sfresult,sfresult.timestamps) system_eue_above_threshold = findall(val.(eue_system) .> event_threshold) isempty(system_eue_above_threshold) && error("No shortfall events in this simulation") - event_timegroups = get_stepranges(sf.timestamps[system_eue_above_threshold],L,T) + event_timegroups = get_stepranges(sfresult.timestamps[system_eue_above_threshold],L,T) - return map(ts_group -> Event(sf,ts_group, + return map(ts_group -> Event(sfresult,ts_group, format(first(ts_group),"yyyy-mm-dd HH:MM ZZZ") ), event_timegroups) diff --git a/PRASReport.jl/src/report.jl b/PRASReport.jl/src/report.jl index 8527406e..bea741e1 100644 --- a/PRASReport.jl/src/report.jl +++ b/PRASReport.jl/src/report.jl @@ -1,47 +1,73 @@ -function run_reports(sim::Simulation; kwargs...) - return assess(sim; kwargs...) -end +# function run_reports(sim::Simulation; kwargs...) +# return assess(sim; kwargs...) +# end """ - get_db(sf::ShortfallResult, flow::FlowResult=nothing, conn::DuckDB.Connection; kwargs...) + get_db(sf::ShortfallResult{N,L,T,E}, + flow::FlowResult{N,L,T,P}=nothing; + conn::DuckDB.Connection=nothing, + threshold=0 Extract events from PRAS results and write them to database. Returns the event IDs for further processing. """ function get_db(sf::ShortfallResult{N,L,T,E}, - conn::DuckDB.Connection, - flow::FlowResult{N,L,T,P}=nothing; - kwargs...) where {N,L,T,P,E} + flow::Union{FlowResult{N,L,T,P},Nothing}=nothing; + conn::Union{DuckDB.Connection,Nothing}=nothing, + threshold=0) where {N,L,T,P,E} + if isnothing(conn) + timenow = Dates.format(now(tz"UTC"), @dateformat_str"yyyy-mm-dd_HHMMSSZZZ") + dbfile = DuckDB.open(joinpath(@__DIR__, "$(timenow).duckdb")) + conn = DuckDB.DBInterface.connect(dbfile) + end + + # Load in DB schema + schema_file = joinpath(dirname(@__FILE__), "event_db_schema.sql") + schema_sql = read(schema_file, String) + + # Split schema into individual statements and execute each one + # Remove SQL comments (lines starting with --) + schema_sql = join(filter(line -> !startswith(strip(line), "--"), split(schema_sql, '\n')), '\n') + statements = split(schema_sql, ';') + for stmt in statements + stmt_clean = strip(stmt) + if !isempty(stmt_clean) && !startswith(stmt_clean, "--") + try + DuckDB.DBInterface.execute(conn, stmt_clean) + catch e + println("Error executing statement: $stmt_clean") + rethrow(e) + end + end + end + + # Write system & simulation parameters to database + write_db!(sf, flow, conn) + + # Write region names to database + write_db!(sf.regions.names, conn) + # Extract events from shortfall results - events = get_events(sf; kwargs...) + events = get_events(sf,threshold) # Write events to database (events, system metrics, regional metrics) - event_ids = write_db!(events, conn) + foreach(event -> write_db!(event,conn), events) # Write time-series shortfall data for each event sf_timeseries_allevents = Shortfall_timeseries.(events, sf) - write_db!.(sf_timeseries_allevents, conn) + foreach(sf_ts -> write_db!(sf_ts,conn), sf_timeseries_allevents) # Write flow data if provided if !isnothing(flow) - flow_timeseries_allevents = Flow_timeseries.(events, flow) # You'll need to implement this - write_db!.(flow_timeseries_allevents, conn) + write_db!(flow.interfaces, conn) + flow_timeseries_allevents = Flow_timeseries.(events, flow) + foreach(flow_ts -> write_db!(flow_ts,conn), flow_timeseries_allevents) end - - return event_ids -end -""" - write_db!(events::Vector{Event}, conn::DuckDB.Connection) -> Vector{Int} + DuckDB.DBInterface.close!(conn) + DuckDB.close_database(dbfile) + + return -Write a vector of events to database and return their event IDs. -""" -function write_db!(events::Vector{Event}, conn::DuckDB.Connection) - event_ids = Vector{Int}() - for event in events - event_id = write_db!(event, conn) - push!(event_ids, event_id) - end - return event_ids end \ No newline at end of file diff --git a/PRASReport.jl/src/write.jl b/PRASReport.jl/src/writedb.jl similarity index 66% rename from PRASReport.jl/src/write.jl rename to PRASReport.jl/src/writedb.jl index 594e16fa..fe567f7b 100644 --- a/PRASReport.jl/src/write.jl +++ b/PRASReport.jl/src/writedb.jl @@ -1,6 +1,85 @@ -using DuckDB -using Dates +# ============================================================================ +# Setup Functions +# ============================================================================ +""" + write_db!(::ShortfallResult{N,L,T,E}, ::FlowResult{N,L,T,P}, conn::DuckDB.Connection) + +Write system and simulation parameters to the parameters table. +""" +function write_db!(sf::ShortfallResult{N,L,T,E}, + ::FlowResult{N,L,T,P}, + conn::DuckDB.Connection) where {N,L,T,P,E} + + try + DuckDB.execute(conn, + "INSERT INTO parameters + (step_size, time_unit, power_unit, + energy_unit, n_samples) + VALUES (?,?,?,?,?)", + [L,unitsymbol_long(T),unitsymbol(P), + unitsymbol(E),sf.nsamples]) + catch e + rethrow(e) + end +end + +""" + write_db!(region_names::Vector{String}, conn::DuckDB.Connection) + +Write regions to the regions table. Call this once to populate the regions table. +Ignores regions that already exist. +""" +function write_db!(region_names::Vector{String}, conn::DuckDB.Connection) + for (idx,region_name) in enumerate(region_names) + try + DuckDB.execute(conn, "INSERT INTO regions (id, name) VALUES (?,?)", [idx,region_name]) + catch e + # Region already exists, continue + if !occursin("UNIQUE constraint", string(e)) + rethrow(e) + end + end + end +end + +""" + write_db!(interfaces::Vector{Pair{String,String}}, conn::DuckDB.Connection) + +Write interfaces from region pairs to the interfaces table. +Each tuple should be (region_from, region_to). +Assumes all regions already exist in the regions table. +Call this once to populate the interfaces table. +""" +function write_db!(interfaces::Vector{Pair{String,String}}, conn::DuckDB.Connection) + for (idx,interface_pair) in enumerate(interfaces) + region_from, region_to = interface_pair.first, interface_pair.second + # Get region IDs + interface_reg_ids = DuckDB.execute(conn, "SELECT id FROM regions WHERE name IN [?,?]", + [region_from,region_to] + ) |> Tables.columntable + + from_id,to_id = [interface_reg_ids.id...] + + interface_name = "$region_from->$region_to" + + # Insert interface (ignore if already exists due to UNIQUE constraint) + try + DuckDB.execute(conn, """ + INSERT INTO interfaces (id, region_from_id, region_to_id, name) + VALUES (?, ?, ?, ?) + """, [idx, from_id, to_id, interface_name]) + catch e + # Interface already exists, continue + if !occursin("UNIQUE constraint", string(e)) + rethrow(e) + end + end + end +end +# ============================================================================ +# Write Results +# ============================================================================ """ write_db!(events::Vector{Event}, conn::DuckDB.Connection) @@ -45,11 +124,12 @@ Gets the event_id from the database using the event name for consistency. """ function write_db!(sf_ts::Shortfall_timeseries, conn::DuckDB.Connection) # Get event_id from database using event name - event_result = DuckDB.execute(conn, "SELECT id FROM events WHERE name = ?", [sf_ts.name]) - if DuckDB.num_rows(event_result) == 0 + event_result = DuckDB.execute(conn, "SELECT id FROM events WHERE name = ?", + [sf_ts.name]) |> Tables.columntable + isempty(event_result) && error("Event '$(sf_ts.name)' not found in database. Write the event first.") - end - event_id = DuckDB.fetchall(event_result)[1][1] + event_id = first(event_result.id) + # Get region IDs in the same order as sf_ts.regions array region_ids = get_region_ids_ordered(sf_ts.regions, conn) @@ -63,10 +143,10 @@ function write_db!(sf_ts::Shortfall_timeseries, conn::DuckDB.Connection) # Append row: event_id, region_id, timestamp_value, lole, eue, neue DuckDB.append(appender, event_id) DuckDB.append(appender, region_id) - DuckDB.append(appender, timestamp) - DuckDB.append(appender, sf_ts.lole[r_idx][t_idx]) - DuckDB.append(appender, sf_ts.eue[r_idx][t_idx]) - DuckDB.append(appender, sf_ts.neue[r_idx][t_idx]) + DuckDB.append(appender, Dates.DateTime(timestamp)) + DuckDB.append(appender, sf_ts.lole[t_idx][r_idx]) + DuckDB.append(appender, sf_ts.eue[t_idx][r_idx]) + DuckDB.append(appender, sf_ts.neue[t_idx][r_idx]) DuckDB.end_row(appender) end end @@ -81,18 +161,19 @@ function write_db!(sf_ts::Shortfall_timeseries, conn::DuckDB.Connection) end """ - write_db!(flow_ts::Flow_timeseries, conn::DuckDB.Connection) + write_db!(flow_ts::flow_ts, event_id::Integer, conn::DuckDB.Connection) Write flow_ts time-series data to event_timeseries_flows table. -Gets the event_id from the database using the event name for consistency. """ function write_db!(flow_ts::Flow_timeseries, conn::DuckDB.Connection) + # Get event_id from database using event name - event_result = DuckDB.execute(conn, "SELECT id FROM events WHERE name = ?", [flow_ts.name]) - if DuckDB.num_rows(event_result) == 0 + event_result = DuckDB.execute(conn, "SELECT id FROM events WHERE name = ?", + [flow_ts.name]) |> Tables.columntable + isempty(event_result) && error("Event '$(flow_ts.name)' not found in database. Write the event first.") - end - event_id = DuckDB.fetchall(event_result)[1][1] + event_id = first(event_result.id) + # Get interface IDs in the same order as flow_ts.interfaces array interface_ids = get_interface_ids_ordered(flow_ts.interfaces, conn) @@ -106,8 +187,8 @@ function write_db!(flow_ts::Flow_timeseries, conn::DuckDB.Connection) # Append row: event_id, interface_id, timestamp_value, flow DuckDB.append(appender, event_id) DuckDB.append(appender, interface_id) - DuckDB.append(appender, timestamp) - DuckDB.append(appender, val(flow_ts.flow[i_idx][t_idx])) # Extract value from NEUE + DuckDB.append(appender, Dates.DateTime(timestamp)) + DuckDB.append(appender, flow_ts.flow[t_idx][i_idx]) # Extract value from NEUE DuckDB.end_row(appender) end end @@ -121,71 +202,6 @@ function write_db!(flow_ts::Flow_timeseries, conn::DuckDB.Connection) end end -# ============================================================================ -# Setup Functions -# ============================================================================ - -""" - write_regions!(region_names::Vector{String}, conn::DuckDB.Connection) - -Write regions to the regions table. Call this once to populate the regions table. -Ignores regions that already exist. -""" -function write_regions!(region_names::Vector{String}, conn::DuckDB.Connection) - for region_name in region_names - try - DuckDB.execute(conn, "INSERT INTO regions (name) VALUES (?)", [region_name]) - catch e - # Region already exists, continue - if !occursin("UNIQUE constraint", string(e)) - rethrow(e) - end - end - end -end - -""" - write_interfaces!(interface_specs::Vector{Pair{String,String}}, conn::DuckDB.Connection) - -Write interfaces from region pairs to the interfaces table. -Each tuple should be (region_from, region_to). -Assumes all regions already exist in the regions table. -Call this once to populate the interfaces table. -""" -function write_interfaces!(interface_specs::Vector{Pair{String,String}}, conn::DuckDB.Connection) - for interface_pair in interface_specs - region_from, region_to = interface_pair.first, interface_pair.second - # Get region IDs - from_result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_from]) - to_result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_to]) - - if DuckDB.num_rows(from_result) == 0 - error("Region '$region_from' not found in database. Add regions first with write_regions!().") - end - if DuckDB.num_rows(to_result) == 0 - error("Region '$region_to' not found in database. Add regions first with write_regions!().") - end - - from_id = DuckDB.fetchall(from_result)[1][1] - to_id = DuckDB.fetchall(to_result)[1][1] - - interface_name = "$region_from->$region_to" - - # Insert interface (ignore if already exists due to UNIQUE constraint) - try - DuckDB.execute(conn, """ - INSERT INTO interfaces (region_from_id, region_to_id, name) - VALUES (?, ?, ?) - """, [from_id, to_id, interface_name]) - catch e - # Interface already exists, continue - if !occursin("UNIQUE constraint", string(e)) - rethrow(e) - end - end - end -end - # ============================================================================ # Helper Functions # ============================================================================ @@ -200,14 +216,11 @@ function get_region_ids_ordered(region_names::Vector{String}, conn::DuckDB.Conne region_ids = Vector{Int}() for region_name in region_names - result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_name]) - if DuckDB.num_rows(result) == 0 - error("Region '$region_name' not found in database") - end - region_id = DuckDB.fetchall(result)[1][1] - push!(region_ids, region_id) + result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_name]) |> Tables.columntable + isempty(result) && error("Region '$region_name' not found in database") + push!(region_ids, first(result.id)) end - + return region_ids end @@ -217,16 +230,16 @@ end Get interface IDs in the same order as the interface_names array. Assumes all interfaces exist in the database. """ -function get_interface_ids_ordered(interface_names::Vector{String}, conn::DuckDB.Connection) +function get_interface_ids_ordered(interface_names::Vector{Pair{String,String}}, conn::DuckDB.Connection) interface_ids = Vector{Int}() for interface_name in interface_names - result = DuckDB.execute(conn, "SELECT id FROM interfaces WHERE name = ?", [interface_name]) - if DuckDB.num_rows(result) == 0 + iname_db = "$(interface_name.first)->$(interface_name.second)" + result = DuckDB.execute(conn, "SELECT id FROM interfaces WHERE name = ?", [iname_db]) |> Tables.columntable + isempty(result) && error("Interface '$interface_name' not found in database") - end - interface_id = DuckDB.fetchall(result)[1][1] - push!(interface_ids, interface_id) + + push!(interface_ids, first(result.id)) end return interface_ids @@ -239,19 +252,20 @@ Write event record to events table and return the event ID. """ function write_event!(event::Event, conn::DuckDB.Connection) # Extract start and end timestamps - start_ts = first(event.timestamps) - end_ts = last(event.timestamps) + start_ts = Dates.DateTime(first(event.timestamps)) + end_ts = Dates.DateTime(last(event.timestamps)) time_period_count = length(event.timestamps) - # Insert event and get the ID - DuckDB.execute(conn, """ - INSERT INTO events (name, start_timestamp, end_timestamp, time_period_count) - VALUES (?, ?, ?, ?) - """, [event.name, start_ts, end_ts, time_period_count]) + # Insert event and get the ID using RETURNING clause + result = DuckDB.execute(conn, + """ + INSERT INTO events (name, start_timestamp, end_timestamp, time_period_count) + VALUES (?, ?, ?, ?) + RETURNING id + """, + [event.name, start_ts, end_ts, time_period_count]) |> Tables.columntable - # Get the inserted event ID - result = DuckDB.execute(conn, "SELECT last_insert_rowid()") - event_id = DuckDB.fetchall(result)[1][1] + event_id = first(result.id) return event_id end @@ -261,7 +275,7 @@ end Write system-level shortfall metrics to event_system_shortfall table. """ -function write_system_shortfall!(event_id::Int, event::Event, conn::DuckDB.Connection) +function write_system_shortfall!(event_id::Int32, event::Event, conn::DuckDB.Connection) DuckDB.execute(conn, """ INSERT INTO event_system_shortfall (event_id, lole, eue, neue) VALUES (?, ?, ?, ?) @@ -273,7 +287,7 @@ end Write regional shortfall metrics to event_regional_shortfall table. """ -function write_regional_shortfall!(event_id::Int, event::Event, region_ids::Vector{Int}, conn::DuckDB.Connection) +function write_regional_shortfall!(event_id::Int32, event::Event, region_ids::Vector{Int}, conn::DuckDB.Connection) # Use Appender for efficient bulk insert appender = DuckDB.Appender(conn, "event_regional_shortfall") From d18191331b2dd89a38b237977649143d25c1ec15 Mon Sep 17 00:00:00 2001 From: Srihari Sundar Date: Mon, 29 Sep 2025 16:08:24 -0600 Subject: [PATCH 06/30] Have a working html template which shows the events table for the system level result --- PRASReport.jl/Project.toml | 2 - PRASReport.jl/TODOs.md | 4 +- PRASReport.jl/examples/run_report.jl | 12 +- PRASReport.jl/src/PRASReport.jl | 11 +- PRASReport.jl/src/report.jl | 82 ++--- PRASReport.jl/src/report_template.html | 475 +++++++++++++++++++++++++ PRASReport.jl/src/writedb.jl | 96 ++++- PRASReport.jl/test/runtests.jl | 2 + 8 files changed, 592 insertions(+), 92 deletions(-) create mode 100644 PRASReport.jl/src/report_template.html diff --git a/PRASReport.jl/Project.toml b/PRASReport.jl/Project.toml index 0e2ffc76..b73fcc87 100644 --- a/PRASReport.jl/Project.toml +++ b/PRASReport.jl/Project.toml @@ -7,7 +7,6 @@ version = "0.1.0" Base64 = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" Dates = "ade2ca70-3891-5945-98fb-dc099432e06a" DuckDB = "d2f5444f-75bc-4fdf-ac35-56f514c445e1" -JSON3 = "0f8b85d8-7281-11e9-16c2-39a750bddbf1" PRAS = "05348d26-1c52-11e9-35e3-9d51842d34b9" PRASCapacityCredits = "2e1a2ed5-e89d-4cd3-bc86-c0e88a73d3a3" PRASCore = "c5c32b99-e7c3-4530-a685-6f76e19f7fe2" @@ -18,7 +17,6 @@ TimeZones = "f269a46b-ccf7-5d73-abea-4c690281aa53" [compat] Dates = "1" -JSON3 = "1.14" PRASCore = "0.8.0" StatsBase = "0.34" TimeZones = "^1.14" diff --git a/PRASReport.jl/TODOs.md b/PRASReport.jl/TODOs.md index 8cf068f7..91d2a98b 100644 --- a/PRASReport.jl/TODOs.md +++ b/PRASReport.jl/TODOs.md @@ -1,5 +1,4 @@ # TODO -0. Store DB as base64, or data URL in the html 1. Landing page shows most important characteristics like - Number of events with total EUE exceeds the ## number - Same with LOLE @@ -10,4 +9,5 @@ 4. Event selector creates a tab for an event to show regional shortfall and flows etc 5. Does NEUE have to be reported as MWh/MWh 6. Explore how a directed graph can be stored in DuckDB, and how it can be drawn on a webpage with WASM-DuckDB -7. Julia indentation \ No newline at end of file +7. Julia indentation +8. Better names for Shortfall_timeseries and Flow_timeseries? \ No newline at end of file diff --git a/PRASReport.jl/examples/run_report.jl b/PRASReport.jl/examples/run_report.jl index d62e8e57..38ff206e 100644 --- a/PRASReport.jl/examples/run_report.jl +++ b/PRASReport.jl/examples/run_report.jl @@ -7,14 +7,4 @@ rts_sys.regions.load .+= 375; sf,flow = assess(rts_sys,SequentialMonteCarlo(samples=100),Shortfall(),Flow()); -event_threshold = 0 -events = get_events(sf,event_threshold) - -println("System $(EUE(sf))") -println("System $(NEUE(sf))") -println("Number of events where each event-hour in the event has EUE > $event_threshold MW: ", length(events)) -println("Longest event is over a period of ", maximum(event_length.(events))) - -long_event = events[argmax(event_length.(events))] -sfts = Shortfall_timeseries.(events,sf) -flowts = Flow_timeseries(long_event,flow) \ No newline at end of file +create_html_report(sf,flow; report_name="rts_report", threshold=0) \ No newline at end of file diff --git a/PRASReport.jl/src/PRASReport.jl b/PRASReport.jl/src/PRASReport.jl index 1c88f2cd..98cdaf75 100644 --- a/PRASReport.jl/src/PRASReport.jl +++ b/PRASReport.jl/src/PRASReport.jl @@ -10,15 +10,11 @@ import PRASCore.Results: EUE, LOLE, NEUE, ShortfallResult, FlowResult, Result, MeanEstimate, findfirstunique, val, stderror import StatsBase: mean -import Dates: @dateformat_str, format, now +import Dates: @dateformat_str, format, now, DateTime import TimeZones: ZonedDateTime, @tz_str - -# TODO: Fix use only what imports are needed +import Base64: base64encode +import Tables: columntable import DuckDB -using Base64 -using JSON3 -using Dates -using Tables include("events.jl") include("writedb.jl") @@ -26,5 +22,6 @@ include("report.jl") export Event, get_events, event_length, Shortfall_timeseries, Flow_timeseries export write_db!, get_db, write_regions!, write_interfaces! +export create_html_report end # module PRASReport diff --git a/PRASReport.jl/src/report.jl b/PRASReport.jl/src/report.jl index bea741e1..64bc2dfe 100644 --- a/PRASReport.jl/src/report.jl +++ b/PRASReport.jl/src/report.jl @@ -3,71 +3,33 @@ # end """ - get_db(sf::ShortfallResult{N,L,T,E}, - flow::FlowResult{N,L,T,P}=nothing; - conn::DuckDB.Connection=nothing, - threshold=0 - -Extract events from PRAS results and write them to database. -Returns the event IDs for further processing. + create_html_report(conn::DuckDB.DuckDBConnection; + output_path::String="report.html", + title::String="PRAS Report") """ -function get_db(sf::ShortfallResult{N,L,T,E}, - flow::Union{FlowResult{N,L,T,P},Nothing}=nothing; - conn::Union{DuckDB.Connection,Nothing}=nothing, - threshold=0) where {N,L,T,P,E} - - if isnothing(conn) - timenow = Dates.format(now(tz"UTC"), @dateformat_str"yyyy-mm-dd_HHMMSSZZZ") - dbfile = DuckDB.open(joinpath(@__DIR__, "$(timenow).duckdb")) - conn = DuckDB.DBInterface.connect(dbfile) - end - - # Load in DB schema - schema_file = joinpath(dirname(@__FILE__), "event_db_schema.sql") - schema_sql = read(schema_file, String) - - # Split schema into individual statements and execute each one - # Remove SQL comments (lines starting with --) - schema_sql = join(filter(line -> !startswith(strip(line), "--"), split(schema_sql, '\n')), '\n') - statements = split(schema_sql, ';') - for stmt in statements - stmt_clean = strip(stmt) - if !isempty(stmt_clean) && !startswith(stmt_clean, "--") - try - DuckDB.DBInterface.execute(conn, stmt_clean) - catch e - println("Error executing statement: $stmt_clean") - rethrow(e) - end - end - end - - # Write system & simulation parameters to database - write_db!(sf, flow, conn) +function create_html_report(sf::ShortfallResult, + flow::FlowResult; + report_name::String="report", + threshold::Int=0) - # Write region names to database - write_db!(sf.regions.names, conn) + tempdb_path = tempname() * ".db" + dbfile = DuckDB.open(tempdb_path) + conn = DuckDB.connect(dbfile) - # Extract events from shortfall results - events = get_events(sf,threshold) - - # Write events to database (events, system metrics, regional metrics) - foreach(event -> write_db!(event,conn), events) - - # Write time-series shortfall data for each event - sf_timeseries_allevents = Shortfall_timeseries.(events, sf) - foreach(sf_ts -> write_db!(sf_ts,conn), sf_timeseries_allevents) - - # Write flow data if provided - if !isnothing(flow) - write_db!(flow.interfaces, conn) - flow_timeseries_allevents = Flow_timeseries.(events, flow) - foreach(flow_ts -> write_db!(flow_ts,conn), flow_timeseries_allevents) - end + conn = get_db(sf, flow; conn, threshold=threshold) DuckDB.DBInterface.close!(conn) DuckDB.close_database(dbfile) - return + base64_db = base64encode(read(tempdb_path)) + rm(tempdb_path; force=true) + + report_html = read(joinpath(@__DIR__, "report_template.html"), String) + report_html = replace(report_html, + " // Placeholder for base64 database - this will be replaced by Julia" => "") + report_html = replace(report_html, + "const BASE64_DB = \"{{BASE64_DB_PLACEHOLDER}}\"" => "const BASE64_DB = \"$(base64_db)\"") + + write(report_name * ".html", report_html); -end \ No newline at end of file +end \ No newline at end of file diff --git a/PRASReport.jl/src/report_template.html b/PRASReport.jl/src/report_template.html new file mode 100644 index 00000000..a267c49a --- /dev/null +++ b/PRASReport.jl/src/report_template.html @@ -0,0 +1,475 @@ + + + + + + PRAS Report + + + +
+
+

PRAS Reliability Assessment Report

+
+ +
+

Simulation Summary

+
+ - +
Samples
+
+
+ - +
Events
+
+
+ +
+
+ Reliability Events +
+
+ +

Loading data...

+
+ + + +
+
+ + + + \ No newline at end of file diff --git a/PRASReport.jl/src/writedb.jl b/PRASReport.jl/src/writedb.jl index fe567f7b..bf5316fa 100644 --- a/PRASReport.jl/src/writedb.jl +++ b/PRASReport.jl/src/writedb.jl @@ -1,3 +1,79 @@ +""" + get_db(sf::ShortfallResult{N,L,T,E}, + flow::FlowResult{N,L,T,P}=nothing; + conn::DuckDB.Connection=nothing, + threshold=0 + +Extract events from PRAS results and write them to database. +Returns the event IDs for further processing. +""" +function get_db(sf::ShortfallResult{N,L,T,E}, + flow::Union{FlowResult{N,L,T,P},Nothing}=nothing; + conn::Union{DuckDB.Connection,Nothing}=nothing, + threshold=0) where {N,L,T,P,E} + + if isnothing(conn) + timenow = format(now(tz"UTC"), @dateformat_str"yyyy-mm-dd_HHMMSSZZZ") + dbfile = DuckDB.open(joinpath(@__DIR__, "$(timenow).duckdb")) + conn = DuckDB.connect(dbfile) + internal_conn = true + else + internal_conn = false + end + + + # Load in DB schema + schema_file = joinpath(dirname(@__FILE__), "event_db_schema.sql") + schema_sql = read(schema_file, String) + + # Split schema into individual statements and execute each one + # Remove SQL comments (lines starting with --) + schema_sql = join(filter(line -> !startswith(strip(line), "--"), split(schema_sql, '\n')), '\n') + statements = split(schema_sql, ';') + for stmt in statements + stmt_clean = strip(stmt) + if !isempty(stmt_clean) && !startswith(stmt_clean, "--") + try + DuckDB.DBInterface.execute(conn, stmt_clean) + catch e + println("Error executing statement: $stmt_clean") + rethrow(e) + end + end + end + + # Write system & simulation parameters to database + write_db!(sf, flow, conn) + + # Write region names to database + write_db!(sf.regions.names, conn) + + # Extract events from shortfall results + events = get_events(sf,threshold) + + # Write events to database (events, system metrics, regional metrics) + foreach(event -> write_db!(event,conn), events) + + # Write time-series shortfall data for each event + sf_timeseries_allevents = Shortfall_timeseries.(events, sf) + foreach(sf_ts -> write_db!(sf_ts,conn), sf_timeseries_allevents) + + # Write flow data if provided + if !isnothing(flow) + write_db!(flow.interfaces, conn) + flow_timeseries_allevents = Flow_timeseries.(events, flow) + foreach(flow_ts -> write_db!(flow_ts,conn), flow_timeseries_allevents) + end + + if internal_conn + DuckDB.DBInterface.close!(conn) + DuckDB.close_database(dbfile) + return + else + return conn + end + +end # ============================================================================ # Setup Functions # ============================================================================ @@ -56,7 +132,7 @@ function write_db!(interfaces::Vector{Pair{String,String}}, conn::DuckDB.Connect # Get region IDs interface_reg_ids = DuckDB.execute(conn, "SELECT id FROM regions WHERE name IN [?,?]", [region_from,region_to] - ) |> Tables.columntable + ) |> columntable from_id,to_id = [interface_reg_ids.id...] @@ -125,7 +201,7 @@ Gets the event_id from the database using the event name for consistency. function write_db!(sf_ts::Shortfall_timeseries, conn::DuckDB.Connection) # Get event_id from database using event name event_result = DuckDB.execute(conn, "SELECT id FROM events WHERE name = ?", - [sf_ts.name]) |> Tables.columntable + [sf_ts.name]) |> columntable isempty(event_result) && error("Event '$(sf_ts.name)' not found in database. Write the event first.") event_id = first(event_result.id) @@ -143,7 +219,7 @@ function write_db!(sf_ts::Shortfall_timeseries, conn::DuckDB.Connection) # Append row: event_id, region_id, timestamp_value, lole, eue, neue DuckDB.append(appender, event_id) DuckDB.append(appender, region_id) - DuckDB.append(appender, Dates.DateTime(timestamp)) + DuckDB.append(appender, DateTime(timestamp)) DuckDB.append(appender, sf_ts.lole[t_idx][r_idx]) DuckDB.append(appender, sf_ts.eue[t_idx][r_idx]) DuckDB.append(appender, sf_ts.neue[t_idx][r_idx]) @@ -169,7 +245,7 @@ function write_db!(flow_ts::Flow_timeseries, conn::DuckDB.Connection) # Get event_id from database using event name event_result = DuckDB.execute(conn, "SELECT id FROM events WHERE name = ?", - [flow_ts.name]) |> Tables.columntable + [flow_ts.name]) |> columntable isempty(event_result) && error("Event '$(flow_ts.name)' not found in database. Write the event first.") event_id = first(event_result.id) @@ -187,7 +263,7 @@ function write_db!(flow_ts::Flow_timeseries, conn::DuckDB.Connection) # Append row: event_id, interface_id, timestamp_value, flow DuckDB.append(appender, event_id) DuckDB.append(appender, interface_id) - DuckDB.append(appender, Dates.DateTime(timestamp)) + DuckDB.append(appender, DateTime(timestamp)) DuckDB.append(appender, flow_ts.flow[t_idx][i_idx]) # Extract value from NEUE DuckDB.end_row(appender) end @@ -216,7 +292,7 @@ function get_region_ids_ordered(region_names::Vector{String}, conn::DuckDB.Conne region_ids = Vector{Int}() for region_name in region_names - result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_name]) |> Tables.columntable + result = DuckDB.execute(conn, "SELECT id FROM regions WHERE name = ?", [region_name]) |> columntable isempty(result) && error("Region '$region_name' not found in database") push!(region_ids, first(result.id)) end @@ -235,7 +311,7 @@ function get_interface_ids_ordered(interface_names::Vector{Pair{String,String}}, for interface_name in interface_names iname_db = "$(interface_name.first)->$(interface_name.second)" - result = DuckDB.execute(conn, "SELECT id FROM interfaces WHERE name = ?", [iname_db]) |> Tables.columntable + result = DuckDB.execute(conn, "SELECT id FROM interfaces WHERE name = ?", [iname_db]) |> columntable isempty(result) && error("Interface '$interface_name' not found in database") @@ -252,8 +328,8 @@ Write event record to events table and return the event ID. """ function write_event!(event::Event, conn::DuckDB.Connection) # Extract start and end timestamps - start_ts = Dates.DateTime(first(event.timestamps)) - end_ts = Dates.DateTime(last(event.timestamps)) + start_ts = DateTime(first(event.timestamps)) + end_ts = DateTime(last(event.timestamps)) time_period_count = length(event.timestamps) # Insert event and get the ID using RETURNING clause @@ -263,7 +339,7 @@ function write_event!(event::Event, conn::DuckDB.Connection) VALUES (?, ?, ?, ?) RETURNING id """, - [event.name, start_ts, end_ts, time_period_count]) |> Tables.columntable + [event.name, start_ts, end_ts, time_period_count]) |> columntable event_id = first(result.id) diff --git a/PRASReport.jl/test/runtests.jl b/PRASReport.jl/test/runtests.jl index 69afac67..d394d49e 100644 --- a/PRASReport.jl/test/runtests.jl +++ b/PRASReport.jl/test/runtests.jl @@ -3,6 +3,8 @@ using PRASReport using TimeZones using Dates +# Test copperplate +# Test get functions from database for wrong names @testset "PRASReport.jl Tests" begin @testset "Test events" begin From 500b46618454b41185ffc48350ca5dad72fba60c Mon Sep 17 00:00:00 2001 From: Srihari Sundar Date: Mon, 29 Sep 2025 21:30:03 -0600 Subject: [PATCH 07/30] Change how timestamps are saved, add few more elements to webpage --- PRASReport.jl/TODOs.md | 4 +- PRASReport.jl/src/PRASReport.jl | 2 +- PRASReport.jl/src/event_db_schema.sql | 23 +- PRASReport.jl/src/report.jl | 4 +- PRASReport.jl/src/report_template.html | 294 +++++++++++++++++++------ PRASReport.jl/src/writedb.jl | 42 +++- 6 files changed, 283 insertions(+), 86 deletions(-) diff --git a/PRASReport.jl/TODOs.md b/PRASReport.jl/TODOs.md index 91d2a98b..be5b3e2d 100644 --- a/PRASReport.jl/TODOs.md +++ b/PRASReport.jl/TODOs.md @@ -1,4 +1,5 @@ # TODO +0. Verify timezone handling is correct. SO CONFUSING! 1. Landing page shows most important characteristics like - Number of events with total EUE exceeds the ## number - Same with LOLE @@ -10,4 +11,5 @@ 5. Does NEUE have to be reported as MWh/MWh 6. Explore how a directed graph can be stored in DuckDB, and how it can be drawn on a webpage with WASM-DuckDB 7. Julia indentation -8. Better names for Shortfall_timeseries and Flow_timeseries? \ No newline at end of file +8. Better names for Shortfall_timeseries and Flow_timeseries? +9. Update glossary with event period definitions diff --git a/PRASReport.jl/src/PRASReport.jl b/PRASReport.jl/src/PRASReport.jl index 98cdaf75..a26d1932 100644 --- a/PRASReport.jl/src/PRASReport.jl +++ b/PRASReport.jl/src/PRASReport.jl @@ -11,7 +11,7 @@ import PRASCore.Results: EUE, LOLE, NEUE, ShortfallResult, FlowResult, val, stderror import StatsBase: mean import Dates: @dateformat_str, format, now, DateTime -import TimeZones: ZonedDateTime, @tz_str +import TimeZones: ZonedDateTime, @tz_str, TimeZone import Base64: base64encode import Tables: columntable import DuckDB diff --git a/PRASReport.jl/src/event_db_schema.sql b/PRASReport.jl/src/event_db_schema.sql index b2ee911b..3214cccd 100644 --- a/PRASReport.jl/src/event_db_schema.sql +++ b/PRASReport.jl/src/event_db_schema.sql @@ -1,15 +1,26 @@ -- System and Simulation parameters -CREATE TABLE parameters ( +CREATE TABLE systemsiminfo ( + timesteps INTEGER, step_size INTEGER NOT NULL, time_unit TEXT NOT NULL, power_unit TEXT NOT NULL, energy_unit TEXT NOT NULL, + start_timestamp TIMESTAMP WITHOUT TIME ZONE, + end_timestamp TIMESTAMP WITHOUT TIME ZONE, + timezone TEXT, n_samples INTEGER, + eue_mean REAL NOT NULL, + eue_stderr REAL NOT NULL, + lole_mean REAL NOT NULL, + lole_stderr REAL NOT NULL, + neue_mean REAL NOT NULL, + neue_stderr REAL NOT NULL, + eventthreshold INTEGER NOT NULL, -- Constraint to ensure valid ISO 8601 duration units CONSTRAINT valid_time_unit CHECK ( time_unit IN ('Year', 'Day', 'Hour', 'Minute', 'Second') - ), + ) ); -- Regions lookup table @@ -32,8 +43,8 @@ CREATE SEQUENCE eventid_sequence START 1; CREATE TABLE events ( id INTEGER PRIMARY KEY DEFAULT nextval('eventid_sequence'), name TEXT NOT NULL, - start_timestamp TIMESTAMP WITH TIME ZONE NOT NULL, - end_timestamp TIMESTAMP WITH TIME ZONE NOT NULL, + start_timestamp TIMESTAMP WITHOUT TIME ZONE NOT NULL, + end_timestamp TIMESTAMP WITHOUT TIME ZONE NOT NULL, time_period_count INTEGER NOT NULL -- N parameter ); @@ -62,7 +73,7 @@ CREATE TABLE event_regional_shortfall ( CREATE TABLE event_timeseries_shortfall ( event_id INTEGER NOT NULL, region_id INTEGER NOT NULL, - timestamp_value TIMESTAMP WITH TIME ZONE NOT NULL, + timestamp_value TIMESTAMP WITHOUT TIME ZONE NOT NULL, lole REAL NOT NULL, eue REAL NOT NULL, neue REAL NOT NULL, @@ -76,7 +87,7 @@ CREATE TABLE event_timeseries_shortfall ( CREATE TABLE event_timeseries_flows ( event_id INTEGER NOT NULL, interface_id INTEGER NOT NULL, - timestamp_value TIMESTAMP WITH TIME ZONE NOT NULL, + timestamp_value TIMESTAMP WITHOUT TIME ZONE NOT NULL, flow REAL NOT NULL, -- Flow value (NEUE units) FOREIGN KEY (event_id) REFERENCES events(id), FOREIGN KEY (interface_id) REFERENCES interfaces(id), diff --git a/PRASReport.jl/src/report.jl b/PRASReport.jl/src/report.jl index 64bc2dfe..ddaee75a 100644 --- a/PRASReport.jl/src/report.jl +++ b/PRASReport.jl/src/report.jl @@ -30,6 +30,8 @@ function create_html_report(sf::ShortfallResult, report_html = replace(report_html, "const BASE64_DB = \"{{BASE64_DB_PLACEHOLDER}}\"" => "const BASE64_DB = \"$(base64_db)\"") - write(report_name * ".html", report_html); + write(report_name * ".html", report_html) + + return end \ No newline at end of file diff --git a/PRASReport.jl/src/report_template.html b/PRASReport.jl/src/report_template.html index a267c49a..e787ad2a 100644 --- a/PRASReport.jl/src/report_template.html +++ b/PRASReport.jl/src/report_template.html @@ -54,27 +54,53 @@ font-size: 1.5rem; } - .stat { - display: inline-block; - background: #f8f9fa; - padding: 1rem; - border-radius: 6px; - margin-right: 1rem; - min-width: 150px; - text-align: center; + .summary-list { + list-style: none; + padding: 0; + margin: 0; } - .stat-value { - font-size: 2rem; - font-weight: bold; + .summary-list li { + padding: 0.5rem 0; + border-bottom: 1px solid #eee; + } + + .summary-list li:last-child { + border-bottom: none; + } + + .summary-list strong { color: #667eea; - display: block; + margin-right: 0.5rem; } - .stat-label { + .card-footer { + margin-top: 1rem; + padding-top: 1rem; + border-top: 1px solid #eee; + display: flex; + justify-content: space-between; + align-items: center; + font-size: 1rem; color: #666; - font-size: 0.9rem; - margin-top: 0.5rem; + } + + .card-footer a { + color: #667eea; + text-decoration: none; + font-weight: 500; + } + + .card-footer a:hover { + text-decoration: underline; + } + + .glossary-link { + text-align: left; + } + + .generated-with { + text-align: right; } .table-container { @@ -168,6 +194,57 @@ color: #667eea; } + .navigation-link { + display: inline-block; + background: #667eea; + color: white; + padding: 0.5rem 1rem; + border-radius: 4px; + text-decoration: none; + font-weight: 500; + margin-top: 1rem; + transition: background-color 0.2s; + } + + .navigation-link:hover { + background: #5a67d8; + text-decoration: none; + color: white; + } + + .page { + display: none; + } + + .page.active { + display: block; + } + + .glossary-term { + margin-bottom: 1.5rem; + padding-bottom: 1rem; + border-bottom: 1px solid #eee; + } + + .glossary-term:last-child { + border-bottom: none; + } + + .glossary-term h3 { + color: #667eea; + margin-bottom: 0.5rem; + font-size: 1.1rem; + } + + .glossary-term p { + line-height: 1.7; + color: #555; + } + + .back-link { + margin-bottom: 2rem; + } + @media (max-width: 768px) { .container { padding: 10px; @@ -190,24 +267,34 @@
-

PRAS Reliability Assessment Report

+

Resource Adequacy Report

+ +

Simulation Summary

-
- - -
Samples
-
-
- - -
Events
+
    +
  • Simulation Period: -
    • +
  • Samples: -
    • +
  • System LOLE: -
    • +
  • System NEUE: -
    • +
  • Events: -
    • +
  • Event threshold: -
    • +
+
+
+ Glossary of Terms +
+
+ Generated with PRAS +
- Reliability Events + RA Events - System level summary
@@ -233,6 +320,43 @@

Simulation Summary

+
+ + +
+
+ ← Back to Report Homepage +
+ +
+

Glossary of Terms

+ +
+

Expected Unserved Energy (EUE)

+

Expected Unserved Energy (EUE) is the expected (average) total energy shortfall over the study period. It may be expressed in energy units (e.g. GWh per year).

+
+ +
+

Loss-of-Load Expectation (LOLE)

+

Loss-of-Load Expectation (LOLE) is the expected (average) count of periods experiencing shortfall over the study period. It is expressed in terms of event-periods (e.g. event-hours per year, event-days per year). When reported in terms of event-hours, LOLE is sometimes referred to as LOLH (loss-of-load hours).

+
+ +
+

Normalized Expected Unserved Energy (NEUE)

+

Normalized Expected Unserved Energy (NEUE) is the Expected Unserved Energy normalized against the system's total energy demand and expressed as a fraction, typically shown as a percentage or in parts-per-million (ppm).

+
+ +
+

Resource Adequacy (RA) Event

+

A Resource Adequacy event in this report is a set of contiguous timeperiods where the system EUE in those timeperiods exceed the event threshold.

+
+ +
+

Event Threshold

+

The minimum energy shortfall required for a time period to be considered part of a resource adequacy event.

+
+
+
+ + + + \ No newline at end of file diff --git a/PRASReport.jl/src/report_template.html b/PRASReport.jl/src/report_template.html index 1b9e560f..1d2b339a 100644 --- a/PRASReport.jl/src/report_template.html +++ b/PRASReport.jl/src/report_template.html @@ -1072,8 +1072,6 @@

Resource Adequacy (RA) Event

async function loadData() { try { - // showDebug('Loading data...'); - // Get parameters for units and calculations // and system simulation results let sampleCount, stepSize, timeUnit, energyUnit, timesteps, timezone; @@ -1131,20 +1129,6 @@

Resource Adequacy (RA) Event

// Calculate total simulation duration for rates const totalDuration = timesteps * stepSize; - - // // Format system LOLE: mean ± stderr event-(timeunit)/(timesteps)*(stepsize) - // if (loleMean !== undefined && loleStderr !== undefined) { - // const loleText = `${formatNumber(loleMean, 1)} ± ${formatNumber(loleStderr, 1)} event-${timeUnit}/${totalDuration} ${timeUnit}`; - // document.getElementById('system-lole').textContent = loleText; - // } - - // // Format system NEUE: mean ± stderr ppm/(timesteps)*(stepsize) - // if (neueMean !== undefined && neueStderr !== undefined) { - // const neueText = `${formatNumber(neueMean, 1)} ± ${formatNumber(neueStderr, 1)} ppm/${totalDuration} ${timeUnit}`; - // document.getElementById('system-neue').textContent = neueText; - // } - - // showDebug(`Sample count: ${sampleCount}`); // Get events with system shortfall metrics const systemEvents = await window.loadSystemPlotEvents(conn); @@ -1217,10 +1201,7 @@

Resource Adequacy (RA) Event

"

Regional month-hour heatmaps are only shown for simulations containing all 12 months.

"; } - // // // Populate table - // document.getElementById('event-count').textContent = formatNumber(cachedSystemEventCount, 0); - // cachedSystemEvents = systemEvents; - + // Populate table window._systemEvents = systemEvents; window._stepSize = stepSize; window._energyUnit = energyUnit; @@ -1245,9 +1226,6 @@

Resource Adequacy (RA) Event

); logBenchmark("rendered regional plots"); - // const regionalTbody = document.getElementById("regional-events-tbody"); - // regionalTbody.innerHTML = ""; - logBenchmark("finished loadData"); } catch (error) { From 639c7dedd42277352b311a57df93270998e64945 Mon Sep 17 00:00:00 2001 From: akrivi <20168326+akrivi@users.noreply.github.com> Date: Tue, 5 May 2026 21:49:11 -0600 Subject: [PATCH 28/30] simple initial tests --- PRASReport.jl/test/events.jl | 35 +++++++++--- PRASReport.jl/test/report.jl | 107 +++++++++++++++++++++-------------- 2 files changed, 92 insertions(+), 50 deletions(-) diff --git a/PRASReport.jl/test/events.jl b/PRASReport.jl/test/events.jl index e0a7b77d..d99adc88 100644 --- a/PRASReport.jl/test/events.jl +++ b/PRASReport.jl/test/events.jl @@ -1,4 +1,4 @@ -@testset "ShortfallEvents are written to database" begin +@testset "ShortfallEvents and report tables are written to database" begin sys = deepcopy(system) sys.regions.load .+= 375 @@ -6,16 +6,18 @@ PRASReport.get_db(sys; conn=conn, samples=100, seed=1) - count_result = Tables.columntable( + events_count = Tables.columntable( DuckDB.execute(conn, "SELECT COUNT(*) AS n FROM shortfall_events") ) - - @test first(count_result.n) > 0 + @test first(events_count.n) > 0 scope_result = Tables.columntable( - DuckDB.execute(conn, "SELECT scope, COUNT(*) AS n FROM shortfall_events GROUP BY scope") + DuckDB.execute(conn, """ + SELECT scope, COUNT(*) AS n + FROM shortfall_events + GROUP BY scope + """) ) - @test "system" in scope_result.scope @test "region" in scope_result.scope @@ -27,9 +29,28 @@ FROM shortfall_events """) ) - @test first(sanity_result.min_duration) >= 1 @test first(sanity_result.min_energy) >= 0 + event_metrics = Tables.columntable( + DuckDB.execute(conn, """ + SELECT scope, COUNT(*) AS n + FROM event_metrics + GROUP BY scope + """) + ) + @test "system" in event_metrics.scope + @test "region" in event_metrics.scope + + mc_regional = Tables.columntable( + DuckDB.execute(conn, "SELECT COUNT(*) AS n FROM mc_regional_metrics") + ) + @test first(mc_regional.n) == length(sys.regions.names) + + shortfall_ts = Tables.columntable( + DuckDB.execute(conn, "SELECT COUNT(*) AS n FROM shortfall_mean_timeseries") + ) + @test first(shortfall_ts.n) == length(sys.regions.names) * length(sys.timestamps) + DuckDB.DBInterface.close!(conn) end \ No newline at end of file diff --git a/PRASReport.jl/test/report.jl b/PRASReport.jl/test/report.jl index 3e8e10ee..f9c840a7 100644 --- a/PRASReport.jl/test/report.jl +++ b/PRASReport.jl/test/report.jl @@ -1,43 +1,64 @@ -# @testset "String input to create_pras_report" begin -# system_path = joinpath(@__DIR__, "../../PRASFiles.jl/src/Systems/rts.pras") - -# string_test = @capture_out begin -# create_pras_report(system_path, samples=1000, seed=1, -# report_name="string_test") -# end -# string_test = strip(string_test) -# @test startswith(string_test,"Writing report to:") -# @test contains(string_test, "string_test.html") -# string_test = replace(string_test, r"Writing report to: " => "") -# @test isfile(string_test) -# rm(string_test; force=true) -# end - -# @testset "SystemModel input to create_pras_report" begin -# string_test = @capture_out begin -# create_pras_report(system, samples=1000, seed=1, -# report_name="sysmodel_test") -# end -# string_test = strip(string_test) -# @test startswith(string_test,"Writing report to:") -# @test contains(string_test, "sysmodel_test.html") -# string_test = replace(string_test, r"Writing report to: " => "") -# @test isfile(string_test) -# rm(string_test, force=true) -# end - -# @testset "ShortfallResult, FlowResult input to create_pras_report" begin -# sf,flow = assess(system,SequentialMonteCarlo(samples=1000,seed=1), -# Shortfall(),Flow()) - -# string_test = @capture_out begin -# create_pras_report(sf,flow, -# report_name="sfflow_test") -# end -# string_test = strip(string_test) -# @test startswith(string_test,"Writing report to:") -# @test contains(string_test, "sfflow_test.html") -# string_test = replace(string_test, r"Writing report to: " => "") -# @test isfile(string_test) -# rm(string_test, force=true) -# end +@testset "SystemModel input to create_pras_report" begin + sys = deepcopy(system) + sys.regions.load .+= 375 + + report_dir = mktempdir() + + output = @capture_out begin + create_pras_report( + sys; + samples=100, + seed=1, + report_name="sysmodel_test", + report_path=report_dir, + title="Test Report", + ) + end + + report_path = joinpath(report_dir, "sysmodel_test.html") + + @test contains(output, "Writing report to:") + @test isfile(report_path) + + html = read(report_path, String) + @test contains(html, "Test Report") + @test contains(html, "Monte Carlo Average Results") + @test contains(html, "RA Events - system level summary") + @test contains(html, "RA Events - regional summary") +end + +@testset "Result input to create_pras_report" begin + sys = deepcopy(system) + sys.regions.load .+= 375 + + sf, flow, events = assess( + sys, + SequentialMonteCarlo(samples=100, seed=1), + Shortfall(), + Flow(), + ShortfallEvents(), + ) + + report_dir = mktempdir() + + output = @capture_out begin + create_pras_report( + sf, + flow, + events; + report_name="results_test", + report_path=report_dir, + title="Results Test Report", + ) + end + + report_path = joinpath(report_dir, "results_test.html") + + @test contains(output, "Writing report to:") + @test isfile(report_path) + + html = read(report_path, String) + @test contains(html, "Results Test Report") + @test contains(html, "Monte Carlo Average Results") + @test contains(html, "Regional Mean Shortfall by Month and Hour") +end \ No newline at end of file From 60be8e48503499b5dca9ec313b64b087d2b44e89 Mon Sep 17 00:00:00 2001 From: akrivi <20168326+akrivi@users.noreply.github.com> Date: Sun, 10 May 2026 16:02:31 -0600 Subject: [PATCH 29/30] PRAS Report refactor --- PRASReport.jl/src/event_db_schema.sql | 4 +- PRASReport.jl/src/report.jl | 5 + PRASReport.jl/src/report_style.css | 564 ++++++++++++++ PRASReport.jl/src/report_template.html | 979 ++++++++----------------- 4 files changed, 881 insertions(+), 671 deletions(-) create mode 100644 PRASReport.jl/src/report_style.css diff --git a/PRASReport.jl/src/event_db_schema.sql b/PRASReport.jl/src/event_db_schema.sql index 77ee2612..65d1cb44 100644 --- a/PRASReport.jl/src/event_db_schema.sql +++ b/PRASReport.jl/src/event_db_schema.sql @@ -14,7 +14,7 @@ CREATE TABLE systemsiminfo ( lole_mean REAL NOT NULL, lole_stderr REAL NOT NULL, neue_mean REAL NOT NULL, - neue_stderr REAL NOT NULL, + neue_stderr REAL NOT NULL -- Constraint to ensure valid ISO 8601 duration units CONSTRAINT valid_time_unit CHECK ( @@ -76,7 +76,7 @@ CREATE TABLE mc_regional_metrics ( lole_mean REAL NOT NULL, lole_stderr REAL NOT NULL, neue_mean REAL NOT NULL, - neue_stderr REAL NOT NULL, + neue_stderr REAL NOT NULL ); CREATE TABLE shortfall_mean_timeseries ( diff --git a/PRASReport.jl/src/report.jl b/PRASReport.jl/src/report.jl index 250acc6b..57bc6348 100644 --- a/PRASReport.jl/src/report.jl +++ b/PRASReport.jl/src/report.jl @@ -120,6 +120,7 @@ function _html_report(base64_db::String; queries_js = read(joinpath(@__DIR__, "report_queries.js"), String) plots_js = read(joinpath(@__DIR__, "report_plots.js"), String) + styles_css = read(joinpath(@__DIR__, "report_style.css"), String) report_html = read(joinpath(@__DIR__, "report_template.html"), String) @@ -133,12 +134,16 @@ function _html_report(base64_db::String; report_html = replace(report_html, "{{REPORT_TITLE_PLACEHOLDER}}" => title) + report_html = replace(report_html, + "{{REPORT_STYLES_CSS_PLACEHOLDER}}" => styles_css) + report_html = replace(report_html, "{{REPORT_QUERIES_JS_PLACEHOLDER}}" => "\nconsole.log('QUERIES JS INJECTED');\n" * queries_js) report_html = replace(report_html, "{{REPORT_PLOTS_JS_PLACEHOLDER}}" => plots_js) + @assert !contains(report_html, "{{REPORT_STYLES_CSS_PLACEHOLDER}}") @assert !contains(report_html, "{{REPORT_QUERIES_JS_PLACEHOLDER}}") @assert !contains(report_html, "{{REPORT_PLOTS_JS_PLACEHOLDER}}") diff --git a/PRASReport.jl/src/report_style.css b/PRASReport.jl/src/report_style.css new file mode 100644 index 00000000..404c2a29 --- /dev/null +++ b/PRASReport.jl/src/report_style.css @@ -0,0 +1,564 @@ +* { + margin: 0; + padding: 0; + box-sizing: border-box; +} + +body { + font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, sans-serif; + line-height: 1.6; + color: #333; + background-color: #f5f5f5; +} + +.container { + max-width: 1200px; + margin: 0 auto; + padding: 20px; +} + +header { + background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); + color: white; + padding: 2rem 0; + margin-bottom: 2rem; + border-radius: 8px; + box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1); +} + +header h1 { + text-align: center; + font-size: 2.5rem; + margin-bottom: 0.5rem; +} + +.summary-card { + background: white; + border-radius: 8px; + padding: 1.5rem; + margin-bottom: 2rem; + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); + border-left: 4px solid #667eea; +} + +.summary-card h2 { + color: #667eea; + margin-bottom: 1rem; + font-size: 1.5rem; +} + +.summary-card table { + width: 100%; + border-collapse: collapse; +} + +.summary-card th, .summary-card td { + padding: 8px 12px; + border-bottom: 1px solid #eee; +} + +.section-heading { + margin: 2.5rem 0 1rem; + padding: 1.25rem 1.5rem; + background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); + color: white; + border-radius: 12px 12px 0 0; + box-shadow: 0 6px 16px rgba(0,0,0,0.12); + margin-bottom: 0; +} + +.section-heading h2 { + margin: 0; + font-size: 1.65rem; + font-weight: 700; +} + +.section-heading p { + margin: 0.35rem 0 0; + opacity: 0.92; + font-size: 0.95rem; +} + +.section-body { + background: white; + border-radius: 0 0 12px 12px; + padding: 1.25rem; + margin-bottom: 2rem; + box-shadow: 0 2px 10px rgba(0,0,0,0.08); +} + +.subsection-card { + background: #fff; + border-radius: 10px; + padding: 1.25rem; + margin-bottom: 1.25rem; + border: 1px solid #edf0f7; + box-shadow: 0 2px 8px rgba(0,0,0,0.05); +} + +.subsection-card h3 { + color: #4c51bf; + margin-bottom: 0.75rem; + font-size: 1.25rem; + font-weight: 650; +} + +.section-number { + display: inline-flex; + align-items: center; + justify-content: center; + min-width: 34px; + height: 34px; + margin-right: 0.7rem; + border-radius: 10px; + background: rgba(255,255,255,0.2); + font-weight: 700; + font-size: 0.95rem; +} + +.section-title-row { + display: flex; + align-items: center; +} + +.summary-list { + list-style: none; + padding: 0; + margin: 0; +} + +.summary-list li { + padding: 0.5rem 0; + border-bottom: 1px solid #eee; +} + +.summary-list li:last-child { + border-bottom: none; +} + +.summary-list strong { + color: #667eea; + margin-right: 0.5rem; +} + +.card-footer { + margin-top: 1rem; + padding-top: 1rem; + border-top: 1px solid #eee; + display: flex; + justify-content: space-between; + align-items: center; + font-size: 1rem; + color: #666; +} + +.card-footer.centered { + justify-content: center; + gap: 4rem; +} + +.card-footer a { + color: #667eea; + text-decoration: none; + font-weight: 500; +} + +.card-footer a:hover { + text-decoration: underline; +} + +.glossary-link { + text-align: left; +} + +.generated-with { + text-align: right; +} + +.export-db-link { + text-align: center; +} + +.view-toggle { + text-align: center; + margin-bottom: 1rem; +} + +.toggle-button { + background: #667eea; + color: white; + border: none; + padding: 0.5rem 1rem; + margin: 0 0.25rem; + border-radius: 4px; + cursor: pointer; + font-weight: 500; + transition: background-color 0.2s; +} + +.charts-container { + padding: 0; + display: none; +} + +.charts-container.active { + display: block; +} + +.event-table-wrapper { + background: white; + border-radius: 8px; + padding: 1rem; + margin-bottom: 2rem; + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); + overflow-x: auto; + overflow-y: auto; + max-height: 600px; +} + +.event-table-wrapper[style*="display: none"] { + visibility: hidden; + position: absolute; + height: 0; + padding: 0; + margin: 0; + border: none; + box-shadow: none; +} + +.charts-grid { + display: grid; + grid-template-columns: 1fr; + gap: 2rem; +} + +.regional-heatmap-grid { + display: grid; + grid-template-columns: repeat(3, 1fr); + gap: 1rem; +} + +.regional-heatmap { + height: 330px; +} + +@media (max-width: 1000px) { + .regional-heatmap-grid { + grid-template-columns: 1fr; + } +} + +@media (min-width: 1200px) { + .charts-grid { + grid-template-columns: 1fr 1fr 1fr; + } +} + +.chart-wrapper { + position: relative; + height: 450px; + padding: 0.5rem; +} + +.header-content { + display: flex; + justify-content: space-between; + align-items: center; +} + +.header-title { + flex: 1; +} + +table { + width: 100%; + border-collapse: collapse; + font-size: 0.9rem; + position: relative; +} + +.section-heading .view-toggle { + margin: 0 0 0 auto; +} + +.section-heading .toggle-button { + background: rgba(255, 255, 255, 0.2); + border: 1px solid rgba(255, 255, 255, 0.3); +} + +.section-heading .toggle-button.active { + background: rgba(255, 255, 255, 0.9); + color: #667eea; +} + +th, td { + padding: 12px 16px; + text-align: left; + border-bottom: 1px solid #eee; +} + +th { + background-color: #f8f9fa; + font-weight: 600; + color: #333; + position: sticky; + top: 0; + z-index: 100; + text-align: center; + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); +} + +tr:hover { + background-color: #f8f9fa; +} + +.loading { + text-align: center; + padding: 3rem; + color: #666; +} + +.spinner { + border: 4px solid #f3f3f3; + border-top: 4px solid #667eea; + border-radius: 50%; + width: 40px; + height: 40px; + animation: spin 1s linear infinite; + margin: 0 auto 1rem; +} + +@keyframes spin { + 0% { transform: rotate(0deg); } + 100% { transform: rotate(360deg); } +} + +.error { + background-color: #f8d7da; + color: #721c24; + padding: 1rem; + border-radius: 4px; + margin: 1rem 0; + border: 1px solid #f5c6cb; +} + +.debug { + background-color: #d1ecf1; + color: #0c5460; + padding: 1rem; + border-radius: 4px; + margin: 1rem 0; + border: 1px solid #bee5eb; + font-family: monospace; + white-space: pre-wrap; +} + +.numeric { + text-align: right; + font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace; +} + +th.numeric { + text-align: center; +} + +/* Scrollable table enhancements */ +.event-table-wrapper::-webkit-scrollbar { + width: 8px; + height: 8px; +} + +.event-table-wrapper::-webkit-scrollbar-track { + background: #f1f1f1; + border-radius: 4px; +} + +.event-table-wrapper::-webkit-scrollbar-thumb { + background: #c1c1c1; + border-radius: 4px; +} + +.event-table-wrapper::-webkit-scrollbar-thumb:hover { + background: #a8a8a8; +} + +/* Add a subtle fade effect at the top when scrolled */ +.event-table-wrapper { + position: relative; +} + +.event-table-wrapper::before { + content: ''; + position: absolute; + top: 0; + left: 0; + right: 0; + height: 4px; + background: linear-gradient(to bottom, rgba(102, 126, 234, 0.1), transparent); + pointer-events: none; + z-index: 50; + opacity: 0; + transition: opacity 0.3s ease; +} + +.event-table-wrapper.scrolled::before { + opacity: 1; +} + +.event-name { + font-weight: 500; + color: #667eea; +} + +.navigation-link { + display: inline-block; + background: #667eea; + color: white; + padding: 0.5rem 1rem; + border-radius: 4px; + text-decoration: none; + font-weight: 500; + margin-top: 1rem; + transition: background-color 0.2s; +} + +.navigation-link:hover { + background: #5a67d8; + text-decoration: none; + color: white; +} + +.page { + display: none; +} + +.page.active { + display: block; +} + +.glossary-term { + margin-bottom: 1.5rem; + padding-bottom: 1rem; + border-bottom: 1px solid #eee; +} + +.glossary-term:last-child { + border-bottom: none; +} + +.glossary-term h3 { + color: #667eea; + margin-bottom: 0.5rem; + font-size: 1.1rem; +} + +.glossary-term p { + line-height: 1.7; + color: #555; +} + +.back-link { + margin-bottom: 2rem; +} + +@media (max-width: 768px) { + .container { + padding: 10px; + } + + header h1 { + font-size: 2rem; + } + + table { + font-size: 0.9rem; + } + + th, td { + padding: 8px 12px; + } + + .charts-grid { + grid-template-columns: 1fr; + } + + .chart-wrapper { + height: 350px; + } + + .card-footer.centered { + gap: 1rem; + flex-wrap: wrap; + } +} + +.subsection-group { + margin-bottom: 2.5rem; +} + +.subsection-group:last-child { + margin-bottom: 0; +} + +.subsection-toolbar .view-toggle { + margin-bottom: 0; + white-space: nowrap; +} */ + +.subsection-card:last-child { + margin-bottom: 0; +} + +@media (max-width: 768px) { + .subsection-toolbar { + align-items: flex-start; + flex-direction: column; + } +} + +.subsection-group > h3, +.subsection-group-title { + color: #2d3748; + font-size: 1.35rem; + font-weight: 650; + + padding-bottom: 0.2rem; + margin-bottom: 1.5rem; + + border-bottom: 2px solid rgba(102, 126, 234, 0.7); +} + +.subsection-group-title span { + color: #667eea; + font-weight: 700; + margin-right: 0.45rem; +} + +.subsection-part { + width: 100%; + margin-top: 2.25rem; +} + +.subsection-part:first-of-type { + margin-top: 0; +} + +.subsection-part-title { + color: #2d3748; + font-size: 1.05rem; + font-weight: 650; + margin: 0 0 1rem; +} + +.subsection-part-header { + width: 100%; + display: flex; + justify-content: space-between; + align-items: center; + gap: 1rem; + margin: 2.25rem 0 1rem; +} + +.subsection-part-header .subsection-part-title { + margin: 0; +} \ No newline at end of file diff --git a/PRASReport.jl/src/report_template.html b/PRASReport.jl/src/report_template.html index 1d2b339a..d506c0dc 100644 --- a/PRASReport.jl/src/report_template.html +++ b/PRASReport.jl/src/report_template.html @@ -1,688 +1,261 @@ + PRAS Report +

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Glossary of Terms

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Expected Unserved Energy (EUE)

Expected Unserved Energy (EUE) is the expected (average) total energy shortfall over the study period. It may be expressed in energy units (e.g. GWh per year).

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Normalized Expected Unserved Energy (NEUE)

Resource Adequacy (RA) Event

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A Resource Adequacy event in this report is a contiguous run of one or more simulation timesteps with positive shortfall, recorded directly from ShortfallEvents.

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A Resource Adequacy event is a set of shortfall-periods that are contiguous at the highest available temporal resolution, recorded directly from ShortfallEvents.

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Resource Adequacy (RA) Event

let cachedSystemEventCount = 0; let cachedRegionalEventCount = 0; + const ENABLE_EVENT_TABLES = true; + function logBenchmark(label) { if (benchmarkStart === null) return; @@ -741,6 +315,15 @@

Resource Adequacy (RA) Event

console.log(`[PRASReport benchmark] ${label}: ${elapsed.toFixed(0)} ms, ${memoryText}`); } + async function benchmarkStep(label, fn) { + const t0 = performance.now(); + const result = await fn(); + const dt = performance.now() - t0; + console.log(`[PRASReport benchmark step] ${label}: ${dt.toFixed(0)} ms`); + logBenchmark(label); + return result; + } + function showError(message) { console.error('Error:', message); document.getElementById('loading').style.display = 'none'; @@ -789,7 +372,25 @@

Resource Adequacy (RA) Event

} // Decode base64 database - const binaryData = Uint8Array.from(atob(BASE64_DB), c => c.charCodeAt(0)); + // const binaryData = Uint8Array.from(atob(BASE64_DB), c => c.charCodeAt(0)); + const base64SizeMB = BASE64_DB.length / 1024 / 1024; + console.log(`[PRASReport size] embedded base64 size: ${base64SizeMB.toFixed(2)} MB`); + + const decodeStart = performance.now(); + const binaryString = atob(BASE64_DB); + const decodeEnd = performance.now(); + + const binarySizeMB = binaryString.length / 1024 / 1024; + console.log(`[PRASReport size] decoded DuckDB size: ${binarySizeMB.toFixed(2)} MB`); + console.log(`[PRASReport benchmark step] base64 decode: ${(decodeEnd - decodeStart).toFixed(0)} ms`); + + const bytesStart = performance.now(); + const binaryData = new Uint8Array(binaryString.length); + for (let i = 0; i < binaryString.length; i++) { + binaryData[i] = binaryString.charCodeAt(i); + } + console.log(`[PRASReport benchmark step] bytes copy: ${(performance.now() - bytesStart).toFixed(0)} ms`); + // Create blob and download link const blob = new Blob([binaryData], { type: 'application/octet-stream' }); @@ -820,18 +421,27 @@

Resource Adequacy (RA) Event

function showCharts() { document.getElementById('charts-container-inner').classList.add('active'); document.getElementById('table-wrapper').style.display = 'none'; - document.querySelectorAll('.toggle-button').forEach(btn => btn.classList.remove('active')); - document.querySelectorAll('.toggle-button')[0].classList.add('active'); + document.getElementById('system-charts-button').classList.add('active'); + document.getElementById('system-table-button').classList.remove('active'); } async function showTable() { document.getElementById('charts-container-inner').classList.remove('active'); document.getElementById('table-wrapper').style.display = 'block'; - document.querySelectorAll('.toggle-button').forEach(btn => btn.classList.remove('active')); - document.querySelectorAll('.toggle-button')[1].classList.add('active'); + document.getElementById('system-charts-button').classList.remove('active'); + document.getElementById('system-table-button').classList.add('active'); + + if (ENABLE_EVENT_TABLES) { + // const tableEvents = await window.loadSystemTableEvents(conn, MAX_TABLE_ROWS); + const systemTableEvents = await benchmarkStep("query system table events", () => + window.loadSystemShortfallEvents(conn) + ); - const tableEvents = await window.loadSystemTableEvents(conn, MAX_TABLE_ROWS); - populateSystemEventTable(tableEvents, cachedSystemEventCount); + // populateSystemEventTable(tableEvents, cachedSystemEventCount); + await benchmarkStep("render system event table", async () => { + populateSystemEventTable(systemTableEvents, cachedSystemEventCount); + }); + } setTimeout(setupTableScrollIndicator, 100); } @@ -839,14 +449,27 @@

Resource Adequacy (RA) Event

function showRegionalCharts() { document.getElementById('regional-charts-container').classList.add('active'); document.getElementById('regional-table-wrapper').style.display = 'none'; + document.getElementById('regional-charts-button').classList.add('active'); + document.getElementById('regional-table-button').classList.remove('active'); } async function showRegionalTable() { document.getElementById('regional-charts-container').classList.remove('active'); document.getElementById('regional-table-wrapper').style.display = 'block'; + document.getElementById('regional-charts-button').classList.remove('active'); + document.getElementById('regional-table-button').classList.add('active'); + + if (ENABLE_EVENT_TABLES) { + // const tableEvents = await window.loadRegionalTableEvents(conn, MAX_TABLE_ROWS); + const regionalTableEvents = await benchmarkStep("query regional table events", () => + window.loadRegionalShortfallEvents(conn) + ); - const tableEvents = await window.loadRegionalTableEvents(conn, MAX_TABLE_ROWS); - populateRegionalEventTable(tableEvents, cachedRegionalEventCount); + // populateRegionalEventTable(tableEvents, cachedRegionalEventCount); + await benchmarkStep("render regional event table", async () => { + populateRegionalEventTable(regionalTableEvents, cachedRegionalEventCount); + }); + } } window.showRegionalCharts = showRegionalCharts; @@ -861,8 +484,7 @@

Resource Adequacy (RA) Event

// Add scroll indicator for table function setupTableScrollIndicator() { - const tableWrapper = document.getElementById('table-wrapper'); - if (tableWrapper) { + document.querySelectorAll('.event-table-wrapper').forEach(tableWrapper => { tableWrapper.addEventListener('scroll', function() { if (this.scrollTop > 10) { this.classList.add('scrolled'); @@ -870,7 +492,7 @@

Resource Adequacy (RA) Event

this.classList.remove('scrolled'); } }); - } + }); } // Call setup when table is shown @@ -939,8 +561,14 @@

Resource Adequacy (RA) Event

// showDebug(`Database size: ${binaryData.length} bytes`); // Register the database + // await db.registerFileBuffer("report.db", binaryData); + const registerStart = performance.now(); await db.registerFileBuffer("report.db", binaryData); + console.log(`[PRASReport benchmark step] register DuckDB buffer: ${(performance.now() - registerStart).toFixed(0)} ms`); + // await conn.query("ATTACH 'report.db' AS report_db"); + const attachStart = performance.now(); await conn.query("ATTACH 'report.db' AS report_db"); + console.log(`[PRASReport benchmark step] attach DuckDB file: ${(performance.now() - attachStart).toFixed(0)} ms`); logBenchmark("database attached"); // showDebug('Database attached successfully'); @@ -1131,11 +759,17 @@

Resource Adequacy (RA) Event

const totalDuration = timesteps * stepSize; // Get events with system shortfall metrics - const systemEvents = await window.loadSystemPlotEvents(conn); + // const systemEvents = await window.loadSystemPlotEvents(conn); + const systemEvents = await benchmarkStep("query system plot events", () => + window.loadSystemPlotEvents(conn) + ); cachedSystemEventCount = systemEvents.sample_id.length; logBenchmark(`loaded system plot events: ${cachedSystemEventCount} rows`); - const regionalEvents = await window.loadRegionalPlotEvents(conn); + // const regionalEvents = await window.loadRegionalPlotEvents(conn); + const regionalEvents = await benchmarkStep("query regional plot events", () => + window.loadRegionalPlotEvents(conn) + ); cachedRegionalEventCount = [...regionalEvents.values()] .reduce((sum, group) => sum + group.sample_id.length, 0); logBenchmark(`loaded regional plot events: ${cachedRegionalEventCount} rows`); @@ -1208,7 +842,10 @@

Resource Adequacy (RA) Event

window._timeUnit = timeUnit; // Create charts - window.renderEventPlots(systemEvents, stepSize, energyUnit, timeUnit); + // window.renderEventPlots(systemEvents, stepSize, energyUnit, timeUnit); + await benchmarkStep("render system event plots", async () => { + window.renderEventPlots(systemEvents, stepSize, energyUnit, timeUnit); + }); logBenchmark("rendered system plots"); // Hide loading and show charts by default (table is ready but hidden) @@ -1218,12 +855,15 @@

Resource Adequacy (RA) Event

logBenchmark(`prepared plot events: system=${cachedSystemEventCount}, regional=${cachedRegionalEventCount}`); - window.renderRegionalEventPlots( - regionalEvents, - stepSize, - energyUnit, - timeUnit - ); + // window.renderRegionalEventPlots( + // regionalEvents, + // stepSize, + // energyUnit, + // timeUnit + // ); + await benchmarkStep("render regional event plots", async () => { + window.renderRegionalEventPlots(regionalEvents, stepSize, energyUnit, timeUnit); + }); logBenchmark("rendered regional plots"); logBenchmark("finished loadData"); @@ -1247,4 +887,5 @@

Resource Adequacy (RA) Event

}); - \ No newline at end of file + + From 4c6f278b54c6208ef63034841efc3ad6f9d6f570 Mon Sep 17 00:00:00 2001 From: akrivi <20168326+akrivi@users.noreply.github.com> Date: Mon, 11 May 2026 10:36:31 -0600 Subject: [PATCH 30/30] more plots and report enhancements --- .../examples/example_rts_report.html | 1789 +++++++++++------ PRASReport.jl/src/event_db_schema.sql | 6 + PRASReport.jl/src/report_plots.js | 256 ++- PRASReport.jl/src/report_queries.js | 56 +- PRASReport.jl/src/report_style.css | 25 +- PRASReport.jl/src/report_template.html | 50 +- PRASReport.jl/src/writedb.jl | 25 + PRASReport.jl/test/report.jl | 7 +- 8 files changed, 1482 insertions(+), 732 deletions(-) diff --git a/PRASReport.jl/examples/example_rts_report.html b/PRASReport.jl/examples/example_rts_report.html index 0f9dc578..836371e3 100644 --- a/PRASReport.jl/examples/example_rts_report.html +++ b/PRASReport.jl/examples/example_rts_report.html @@ -1,688 +1,855 @@ + PRAS Report +
-

RTS-GMLC (load modified) RA Report

+

RTS-GMLC Report

-
-
-

Simulation Summary

-
    -
  • Simulation Period: -
    • -
  • Samples: -
    • -
-
-
- Glossary of Terms -
-
- Export report DB -
-
- Generated with PRAS -
-
-
- -
-
- Monte Carlo Average Results -
- -
-

System Reliability Metrics

- - - - - - - - - - - - - - - -
EUELOLENEUE
---
-
- -
-

Regional Reliability Metrics

- - - - - - - - - - - -
RegionEUELOLENEUE
-
-
-

System Mean Shortfall by Month and Hour

-
-
+

Simulation Summary

+
    +
  • Simulation Period: -
    • +
  • Samples: -
    • +
+
+
+ Glossary of Terms +
+
+ Export report DB +
+
+ Generated with PRAS +
- -
-

Regional Mean Shortfall by Month and Hour

-
-
-
- -
- -

Loading data...

-
- - - - -
-
-
- RA Events - system level summary -
- - +
+
+
+ 1 +
+

Monte Carlo Average Results

+
-
-
-
-

System Event Metrics

- - - - - - - - - - - - - - - - - - - - - -
Number of EventsLOLEvMean DurationMax DurationMean EnergyMax Energy
------
-
-
-
-
+ +
+
+

1.1 System-Level Results

+ +
+

System Reliability Metrics

+ + + + + + + + + + + + + + + +
EUELOLENEUE
---
+
+ +
+

System Mean Shortfall by Month and Hour

+
+
+
+
+ +
+

System Mean NEUE by Month and Hour

+
+
+
+
+ +
+

System Mean Shortfall Time Series

+
+
+
+
-
-
+ +
+

1.2 Region-Level Results

+ +
+

Regional Reliability Metrics

+ + + + + + + + + + +
RegionEUELOLENEUE
+
+ +
+

Regional Mean Shortfall by Month and Hour

+
+
- - -
-
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- RA Events - regional summary -
- - + + + +
+
+
+ 2 +
+

Adequacy Events

+
-
- -
-
-

Regional Event Metrics

- - - - - - - - - - - - - - -
RegionNumber of EventsLOLEvMean DurationMax DurationMean EnergyMax Energy
-
-
-
+ +
+
+

2.1 System-Level Events

+ +
+

System Event Metrics

+ + + + + + + + + + + + + + + + + + + + + +
Number of EventsLOLEvMean DurationMax DurationMean EnergyMax Energy
------
+
+ +
+
+

System Event Visualizations

+
+ + +
+
+ +
+
+
+
+
+
+
+
+
+
+ + +
+
+ +
+

2.2 Region-Level Events

+ +
+

Regional Event Metrics

+ + + + + + + + + + + + + +
RegionNumber of EventsLOLEvMean DurationMax DurationMean EnergyMax Energy
+
+ +
+
+

Regional Event Visualizations

+
+ + +
+
+ +
+
+
+
+
+ + +
+
- - -
-
← Back to Report Homepage
- +

Glossary of Terms

- +

Expected Unserved Energy (EUE)

Expected Unserved Energy (EUE) is the expected (average) total energy shortfall over the study period. It may be expressed in energy units (e.g. GWh per year).

@@ -699,10 +866,9 @@

Normalized Expected Unserved Energy (NEUE)

-

Resource Adequacy (RA) Event

-

A Resource Adequacy event in this report is a contiguous run of one or more simulation timesteps with positive shortfall, recorded directly from ShortfallEvents.

+

Adequacy Event

+

An adequacy event is a set of shortfall-periods that are contiguous at the highest available temporal resolution, recorded directly from ShortfallEvents.

-
@@ -715,7 +881,7 @@

Resource Adequacy (RA) Event

window.duckdb = duckdb; - const BASE64_DB = 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let db = null; let conn = null; @@ -725,6 +891,8 @@

Resource Adequacy (RA) Event

let cachedSystemEventCount = 0; let cachedRegionalEventCount = 0; + const ENABLE_EVENT_TABLES = true; + function logBenchmark(label) { if (benchmarkStart === null) return; @@ -741,6 +909,15 @@

Resource Adequacy (RA) Event

console.log(`[PRASReport benchmark] ${label}: ${elapsed.toFixed(0)} ms, ${memoryText}`); } + async function benchmarkStep(label, fn) { + const t0 = performance.now(); + const result = await fn(); + const dt = performance.now() - t0; + console.log(`[PRASReport benchmark step] ${label}: ${dt.toFixed(0)} ms`); + logBenchmark(label); + return result; + } + function showError(message) { console.error('Error:', message); document.getElementById('loading').style.display = 'none'; @@ -789,7 +966,25 @@

Resource Adequacy (RA) Event

} // Decode base64 database - const binaryData = Uint8Array.from(atob(BASE64_DB), c => c.charCodeAt(0)); + // const binaryData = Uint8Array.from(atob(BASE64_DB), c => c.charCodeAt(0)); + const base64SizeMB = BASE64_DB.length / 1024 / 1024; + console.log(`[PRASReport size] embedded base64 size: ${base64SizeMB.toFixed(2)} MB`); + + const decodeStart = performance.now(); + const binaryString = atob(BASE64_DB); + const decodeEnd = performance.now(); + + const binarySizeMB = binaryString.length / 1024 / 1024; + console.log(`[PRASReport size] decoded DuckDB size: ${binarySizeMB.toFixed(2)} MB`); + console.log(`[PRASReport benchmark step] base64 decode: ${(decodeEnd - decodeStart).toFixed(0)} ms`); + + const bytesStart = performance.now(); + const binaryData = new Uint8Array(binaryString.length); + for (let i = 0; i < binaryString.length; i++) { + binaryData[i] = binaryString.charCodeAt(i); + } + console.log(`[PRASReport benchmark step] bytes copy: ${(performance.now() - bytesStart).toFixed(0)} ms`); + // Create blob and download link const blob = new Blob([binaryData], { type: 'application/octet-stream' }); @@ -820,18 +1015,27 @@

Resource Adequacy (RA) Event

function showCharts() { document.getElementById('charts-container-inner').classList.add('active'); document.getElementById('table-wrapper').style.display = 'none'; - document.querySelectorAll('.toggle-button').forEach(btn => btn.classList.remove('active')); - document.querySelectorAll('.toggle-button')[0].classList.add('active'); + document.getElementById('system-charts-button').classList.add('active'); + document.getElementById('system-table-button').classList.remove('active'); } async function showTable() { document.getElementById('charts-container-inner').classList.remove('active'); document.getElementById('table-wrapper').style.display = 'block'; - document.querySelectorAll('.toggle-button').forEach(btn => btn.classList.remove('active')); - document.querySelectorAll('.toggle-button')[1].classList.add('active'); + document.getElementById('system-charts-button').classList.remove('active'); + document.getElementById('system-table-button').classList.add('active'); + + if (ENABLE_EVENT_TABLES) { + // const tableEvents = await window.loadSystemTableEvents(conn, MAX_TABLE_ROWS); + const systemTableEvents = await benchmarkStep("query system table events", () => + window.loadSystemShortfallEvents(conn) + ); - const tableEvents = await window.loadSystemTableEvents(conn, MAX_TABLE_ROWS); - populateSystemEventTable(tableEvents, cachedSystemEventCount); + // populateSystemEventTable(tableEvents, cachedSystemEventCount); + await benchmarkStep("render system event table", async () => { + populateSystemEventTable(systemTableEvents, cachedSystemEventCount); + }); + } setTimeout(setupTableScrollIndicator, 100); } @@ -839,14 +1043,27 @@

Resource Adequacy (RA) Event

function showRegionalCharts() { document.getElementById('regional-charts-container').classList.add('active'); document.getElementById('regional-table-wrapper').style.display = 'none'; + document.getElementById('regional-charts-button').classList.add('active'); + document.getElementById('regional-table-button').classList.remove('active'); } async function showRegionalTable() { document.getElementById('regional-charts-container').classList.remove('active'); document.getElementById('regional-table-wrapper').style.display = 'block'; + document.getElementById('regional-charts-button').classList.remove('active'); + document.getElementById('regional-table-button').classList.add('active'); + + if (ENABLE_EVENT_TABLES) { + // const tableEvents = await window.loadRegionalTableEvents(conn, MAX_TABLE_ROWS); + const regionalTableEvents = await benchmarkStep("query regional table events", () => + window.loadRegionalShortfallEvents(conn) + ); - const tableEvents = await window.loadRegionalTableEvents(conn, MAX_TABLE_ROWS); - populateRegionalEventTable(tableEvents, cachedRegionalEventCount); + // populateRegionalEventTable(tableEvents, cachedRegionalEventCount); + await benchmarkStep("render regional event table", async () => { + populateRegionalEventTable(regionalTableEvents, cachedRegionalEventCount); + }); + } } window.showRegionalCharts = showRegionalCharts; @@ -861,8 +1078,7 @@

Resource Adequacy (RA) Event

// Add scroll indicator for table function setupTableScrollIndicator() { - const tableWrapper = document.getElementById('table-wrapper'); - if (tableWrapper) { + document.querySelectorAll('.event-table-wrapper').forEach(tableWrapper => { tableWrapper.addEventListener('scroll', function() { if (this.scrollTop > 10) { this.classList.add('scrolled'); @@ -870,7 +1086,7 @@

Resource Adequacy (RA) Event

this.classList.remove('scrolled'); } }); - } + }); } // Call setup when table is shown @@ -1114,11 +1330,18 @@

Resource Adequacy (RA) Event

window.loadSystemShortfallHeatmap = async function(conn) { const result = await conn.query(` + WITH system_shortfall AS ( + SELECT + timestamp, + SUM(mean_shortfall) AS mean_shortfall + FROM report_db.shortfall_mean_timeseries + GROUP BY timestamp + ) SELECT month(timestamp) AS month, hour(timestamp) AS hour, - SUM(mean_shortfall) AS mean_shortfall - FROM report_db.shortfall_mean_timeseries + AVG(mean_shortfall) AS mean_shortfall + FROM system_shortfall GROUP BY month, hour ORDER BY month, hour `); @@ -1149,6 +1372,51 @@

Resource Adequacy (RA) Event

return Number(result.toArray()[0].n_months) === 12; }; +window.loadSystemNEUEHeatmap = async function(conn) { + const result = await conn.query(` + WITH system_by_timestamp AS ( + SELECT + s.timestamp, + SUM(s.mean_shortfall) AS mean_shortfall, + SUM(l.load) AS load + FROM report_db.shortfall_mean_timeseries s + JOIN report_db.load_timeseries l + ON s.timestamp = l.timestamp + AND s.region_id = l.region_id + GROUP BY s.timestamp + ), + neue_by_timestamp AS ( + SELECT + timestamp, + CASE + WHEN load > 0 THEN mean_shortfall / (load / 1e6) + ELSE 0 + END AS neue + FROM system_by_timestamp + ) + SELECT + month(timestamp) AS month, + hour(timestamp) AS hour, + AVG(neue) AS neue + FROM neue_by_timestamp + GROUP BY month, hour + ORDER BY month, hour + `); + return result.toArray(); +}; + +window.loadSystemShortfallTimeseries = async function(conn) { + const result = await conn.query(` + SELECT + timestamp, + SUM(mean_shortfall) AS mean_shortfall + FROM report_db.shortfall_mean_timeseries + GROUP BY timestamp + ORDER BY timestamp + `); + return result.toArray(); +}; + window.renderEventPlots = function(systemData, stepSize, energyUnit, timeUnit) { const durations = systemData.duration; const energies = systemData.energy; @@ -1158,11 +1426,14 @@

Resource Adequacy (RA) Event

x: durations, type: "histogram", xbins: { size: stepSize }, + marker: { + color: "#b8c5d4" + }, hovertemplate: "Duration: %{x}
Count: %{y}" }], { title: "System Event Duration Distribution", xaxis: { title: `Duration (${timeUnit})` }, - yaxis: { title: "Number of events" }, + yaxis: { title: "Number of Events" }, margin: { t: 50, l: 60, r: 20, b: 60 } }, { responsive: true }); @@ -1178,15 +1449,34 @@

Resource Adequacy (RA) Event

color: energies, colorscale: "Viridis", showscale: true, - colorbar: { title: energyUnit } + colorbar: { + title: { + text: energyUnit, + side: "right", + font: { + size: 12 + } + }, + len: 0.85, + thickness: 12, + outlinewidth: 0, + tickwidth: 0.5 + } }, hovertemplate: "Sample %{customdata}
Duration: %{x}
Energy: %{y:.2f} " + energyUnit + "" }], { title: "System Event Energy vs Duration", - xaxis: { title: `Duration (${timeUnit})` }, - yaxis: { title: `Energy (${energyUnit})` }, - margin: { t: 50, l: 70, r: 90, b: 60 } + xaxis: { + title: `Duration (${timeUnit})`, + constrain: "domain" + }, + yaxis: { + title: `Energy (${energyUnit})`, + showline: false, + zeroline: false + }, + margin: { t: 60, l: 80, r: 140, b: 80 } }, { responsive: true }); }; @@ -1259,6 +1549,9 @@

Resource Adequacy (RA) Event

traces.push({ x: data.duration, type: "histogram", + marker: { + color: "#b8c5d4" + }, xaxis: xref, yaxis: yref, xbins: { size: stepSize }, @@ -1280,7 +1573,20 @@

Resource Adequacy (RA) Event

cmin: cmin, cmax: cmax, showscale: idx === regions.length - 1, - colorbar: idx === regions.length - 1 ? { title: energyUnit } : undefined + colorbar: idx === regions.length - 1 + ? { + title: { + text: energyUnit, + side: "right", + font: { size: 12 } + }, + tickfont: { size: 12 }, + len: 0.85, + thickness: 12, + outlinewidth: 0, + ticks: "" + } + : undefined }, customdata: data.sample_id, hovertemplate: @@ -1288,55 +1594,43 @@

Resource Adequacy (RA) Event

}); layout.annotations.push({ - text: `${region}`, + text: `${region}`, x: (x0 + x1) / 2, - y: yHist1 + 0.03, + y: yHist1 + 0.001, xref: "paper", yref: "paper", + xanchor: "center", + yanchor: "bottom", + align: "center", showarrow: false, - font: { size: 15 } + font: { + size: 14 + } }); }); Plotly.newPlot("regional-events-faceted-plot", traces, layout, { responsive: true }); }; -function makeMonthHourMatrix(rows) { - const z = Array.from({ length: 12 }, () => Array(24).fill(0)); +function wrapPlotTitle(text, maxChars = 18) { + const words = String(text).split(/\s+/); + const lines = []; + let line = ""; - rows.forEach(row => { - const month = Number(row.month); - const hour = Number(row.hour); - if (month >= 1 && month <= 12 && hour >= 0 && hour <= 23) { - z[month - 1][hour] = Number(row.mean_shortfall || 0); + words.forEach(word => { + const candidate = line ? `${line} ${word}` : word; + if (candidate.length > maxChars && line) { + lines.push(line); + line = word; + } else { + line = candidate; } }); - return z; -} - -window.renderSystemShortfallHeatmap = function(rows, energyUnit) { - const z = makeMonthHourMatrix(rows); + if (line) lines.push(line); - Plotly.newPlot("system-shortfall-heatmap", [{ - z: z, - x: Array.from({ length: 24 }, (_, i) => i), - y: Array.from({ length: 12 }, (_, i) => i + 1), - type: "heatmap", - colorscale: [ - [0, "#ffffff"], - [0.5, "#fdae6b"], - [1, "#d7301f"] - ], - colorbar: { title: `Mean Shortfall (${energyUnit})` }, - hovertemplate: - "Month: %{y}
Hour: %{x}
Mean shortfall: %{z:.3f} " + energyUnit + "" - }], { - xaxis: { title: "Hour of day" }, - yaxis: { title: "Month", autorange: "reversed" }, - margin: { t: 20, l: 60, r: 80, b: 60 } - }, { responsive: true }); -}; + return lines.join("
"); +} window.renderRegionalShortfallHeatmaps = function(rows, energyUnit) { const container = document.getElementById("regional-shortfall-heatmaps"); @@ -1359,13 +1653,16 @@

Resource Adequacy (RA) Event

div.className = "regional-heatmap"; container.appendChild(div); - const z = makeMonthHourMatrix(byRegion.get(region)); + // const z = makeMonthHourMatrix(byRegion.get(region)); + const z = makeMonthHourMatrix(byRegion.get(region), "mean_shortfall"); Plotly.newPlot(plotId, [{ z: z, x: Array.from({ length: 24 }, (_, i) => i), y: Array.from({ length: 12 }, (_, i) => i + 1), type: "heatmap", + xgap: 1, + ygap: 1, colorscale: [ [0, "#ffffff"], [0.5, "#fdae6b"], @@ -1373,22 +1670,153 @@

Resource Adequacy (RA) Event

], showscale: idx === byRegion.size - 1, colorbar: idx === byRegion.size - 1 - ? { title: `Mean Shortfall (${energyUnit})` } + ? { + title: { + text: `Mean Shortfall (${energyUnit})`, + side: "right", + font: {size: 11} + }, + tickfont: {size: 11}, + len: 0.85, + x: 1.08, + thickness: 12, + outlinewidth: 0, + ticks: "" + } : undefined, hovertemplate: "Region: " + region + - "
Month: %{y}
Hour: %{x}
Mean shortfall: %{z:.3f} " + + "
Month: %{y}
Hour: %{x}
Mean Shortfall: %{z:.3f} " + energyUnit + "" }], { - title: { text: `${region}`, font: { size: 15 } }, - xaxis: { title: "Hour" }, - yaxis: { title: "Month", autorange: "reversed" }, - margin: { t: 45, l: 45, r: idx === byRegion.size - 1 ? 80 : 20, b: 45 } + title: { + text: `${wrapPlotTitle(region, 18)}`, + font: { size: 12 } + }, + xaxis: { + title: {text: "Hour", font: {size: 11}}, + tickfont: {size: 11}, + showline: false, + zeroline: false + }, + yaxis: { + title: {text: "Month", font: {size: 11}}, + tickfont: {size: 11}, + autorange: "reversed", + showline: false, + zeroline: false + }, + plot_bgcolor: "#f5f5f5", + paper_bgcolor: "white", + margin: { t: 32, l: 32, r: 10, b: 32 } }, { responsive: true }); }); }; +window.renderSystemShortfallTimeseries = function(rows, energyUnit) { + Plotly.newPlot("system-shortfall-timeseries", [{ + x: rows.map(r => r.timestamp), + y: rows.map(r => Number(r.mean_shortfall || 0)), + type: "scatter", + mode: "lines", + hovertemplate: + "Time: %{x}
Mean Shortfall: %{y:.3f} " + energyUnit + "" + }], { + xaxis: { + title: "", + showticklabels: false, + ticks: "", + showline: false, + zeroline: false + }, + yaxis: { + title: `Mean Shortfall (${energyUnit})`, + showline: false, + zeroline: false + }, + margin: { t: 20, l: 70, r: 30, b: 60 } + }, { responsive: true }); +}; + +function makeMonthHourMatrix(rows, valueName) { + const z = Array.from({ length: 12 }, () => Array(24).fill(0)); + + rows.forEach(row => { + const month = Number(row.month); + const hour = Number(row.hour); + + if (month >= 1 && month <= 12 && hour >= 0 && hour <= 23) { + z[month - 1][hour] = Number(row[valueName] || 0); + } + }); + + return z; +} + +function renderSystemMonthHourHeatmap({ + plotId, + rows, + valueName, + label, + unit, + precision = 3 +}) { + const z = makeMonthHourMatrix(rows, valueName); + + Plotly.newPlot(plotId, [{ + z: z, + x: Array.from({ length: 24 }, (_, i) => i), + y: Array.from({ length: 12 }, (_, i) => i + 1), + type: "heatmap", + xgap: 1, + ygap: 1, + colorscale: [ + [0, "#ffffff"], + [0.5, "#fdae6b"], + [1, "#d7301f"] + ], + colorbar: { + title: { + text: `${label} (${unit})`, + side: "right" + }, + len: 0.85, + thickness: 12, + outlinewidth: 0, + tickwidth: 0.5 + }, + hovertemplate: + `Month: %{y}
Hour: %{x}
${label}: %{z:.${precision}f} ${unit}` + }], { + xaxis: { title: "Hour of day", showline: false, zeroline: false }, + yaxis: { title: "Month", autorange: "reversed", showline: false, zeroline: false }, + plot_bgcolor: "#f5f5f5", + paper_bgcolor: "white", + margin: { t: 20, l: 60, r: 120, b: 60 } + }, { responsive: true }); +} + +window.renderSystemShortfallHeatmap = function(rows, energyUnit) { + renderSystemMonthHourHeatmap({ + plotId: "system-shortfall-heatmap", + rows: rows, + valueName: "mean_shortfall", + label: "Mean Shortfall", + unit: energyUnit + }); +}; + +window.renderSystemNEUEHeatmap = function(rows) { + renderSystemMonthHourHeatmap({ + plotId: "system-neue-heatmap", + rows: rows, + valueName: "neue", + label: "Mean NEUE", + unit: "ppm" + }); +}; + async function initializeDatabase() { try { benchmarkStart = performance.now(); @@ -1426,8 +1854,14 @@

Resource Adequacy (RA) Event

// showDebug(`Database size: ${binaryData.length} bytes`); // Register the database + // await db.registerFileBuffer("report.db", binaryData); + const registerStart = performance.now(); await db.registerFileBuffer("report.db", binaryData); + console.log(`[PRASReport benchmark step] register DuckDB buffer: ${(performance.now() - registerStart).toFixed(0)} ms`); + // await conn.query("ATTACH 'report.db' AS report_db"); + const attachStart = performance.now(); await conn.query("ATTACH 'report.db' AS report_db"); + console.log(`[PRASReport benchmark step] attach DuckDB file: ${(performance.now() - attachStart).toFixed(0)} ms`); logBenchmark("database attached"); // showDebug('Database attached successfully'); @@ -1559,8 +1993,6 @@

Resource Adequacy (RA) Event

async function loadData() { try { - // showDebug('Loading data...'); - // Get parameters for units and calculations // and system simulation results let sampleCount, stepSize, timeUnit, energyUnit, timesteps, timezone; @@ -1618,27 +2050,19 @@

Resource Adequacy (RA) Event

// Calculate total simulation duration for rates const totalDuration = timesteps * stepSize; - - // // Format system LOLE: mean ± stderr event-(timeunit)/(timesteps)*(stepsize) - // if (loleMean !== undefined && loleStderr !== undefined) { - // const loleText = `${formatNumber(loleMean, 1)} ± ${formatNumber(loleStderr, 1)} event-${timeUnit}/${totalDuration} ${timeUnit}`; - // document.getElementById('system-lole').textContent = loleText; - // } - - // // Format system NEUE: mean ± stderr ppm/(timesteps)*(stepsize) - // if (neueMean !== undefined && neueStderr !== undefined) { - // const neueText = `${formatNumber(neueMean, 1)} ± ${formatNumber(neueStderr, 1)} ppm/${totalDuration} ${timeUnit}`; - // document.getElementById('system-neue').textContent = neueText; - // } - - // showDebug(`Sample count: ${sampleCount}`); // Get events with system shortfall metrics - const systemEvents = await window.loadSystemPlotEvents(conn); + // const systemEvents = await window.loadSystemPlotEvents(conn); + const systemEvents = await benchmarkStep("query system plot events", () => + window.loadSystemPlotEvents(conn) + ); cachedSystemEventCount = systemEvents.sample_id.length; logBenchmark(`loaded system plot events: ${cachedSystemEventCount} rows`); - const regionalEvents = await window.loadRegionalPlotEvents(conn); + // const regionalEvents = await window.loadRegionalPlotEvents(conn); + const regionalEvents = await benchmarkStep("query regional plot events", () => + window.loadRegionalPlotEvents(conn) + ); cachedRegionalEventCount = [...regionalEvents.values()] .reduce((sum, group) => sum + group.sample_id.length, 0); logBenchmark(`loaded regional plot events: ${cachedRegionalEventCount} rows`); @@ -1693,6 +2117,27 @@

Resource Adequacy (RA) Event

window.renderSystemShortfallHeatmap(systemHeatmapRows, energyUnit); logBenchmark(`rendered system shortfall heatmap: ${systemHeatmapRows.length} rows`); + // const systemNEUERows = await window.loadSystemNEUEHeatmap(conn); + // window.renderSystemNEUEHeatmap(systemNEUERows); + + // const systemShortfallTimeseriesRows = await window.loadSystemShortfallTimeseries(conn); + // window.renderSystemShortfallTimeseries(systemShortfallTimeseriesRows, energyUnit); + const systemNEUERows = await benchmarkStep("query system NEUE heatmap", () => + window.loadSystemNEUEHeatmap(conn) + ); + + await benchmarkStep("render system NEUE heatmap", async () => { + window.renderSystemNEUEHeatmap(systemNEUERows); + }); + + const systemShortfallTimeseriesRows = await benchmarkStep("query system shortfall timeseries", () => + window.loadSystemShortfallTimeseries(conn) + ); + + await benchmarkStep("render system shortfall timeseries", async () => { + window.renderSystemShortfallTimeseries(systemShortfallTimeseriesRows, energyUnit); + }); + const regionalHeatmapRows = await window.loadRegionalShortfallHeatmaps(conn); window.renderRegionalShortfallHeatmaps(regionalHeatmapRows, energyUnit); logBenchmark(`rendered regional shortfall heatmaps: ${regionalHeatmapRows.length} rows`); @@ -1700,21 +2145,24 @@

Resource Adequacy (RA) Event

document.getElementById("system-shortfall-heatmap").innerHTML = "

Month-hour heatmap is only shown for simulations containing all 12 months.

"; + document.getElementById("system-neue-heatmap").innerHTML = + "

Month-hour heatmap is only shown for simulations containing all 12 months.

"; + document.getElementById("regional-shortfall-heatmaps").innerHTML = "

Regional month-hour heatmaps are only shown for simulations containing all 12 months.

"; } - // // // Populate table - // document.getElementById('event-count').textContent = formatNumber(cachedSystemEventCount, 0); - // cachedSystemEvents = systemEvents; - + // Populate table window._systemEvents = systemEvents; window._stepSize = stepSize; window._energyUnit = energyUnit; window._timeUnit = timeUnit; // Create charts - window.renderEventPlots(systemEvents, stepSize, energyUnit, timeUnit); + // window.renderEventPlots(systemEvents, stepSize, energyUnit, timeUnit); + await benchmarkStep("render system event plots", async () => { + window.renderEventPlots(systemEvents, stepSize, energyUnit, timeUnit); + }); logBenchmark("rendered system plots"); // Hide loading and show charts by default (table is ready but hidden) @@ -1724,17 +2172,17 @@

Resource Adequacy (RA) Event

logBenchmark(`prepared plot events: system=${cachedSystemEventCount}, regional=${cachedRegionalEventCount}`); - window.renderRegionalEventPlots( - regionalEvents, - stepSize, - energyUnit, - timeUnit - ); + // window.renderRegionalEventPlots( + // regionalEvents, + // stepSize, + // energyUnit, + // timeUnit + // ); + await benchmarkStep("render regional event plots", async () => { + window.renderRegionalEventPlots(regionalEvents, stepSize, energyUnit, timeUnit); + }); logBenchmark("rendered regional plots"); - // const regionalTbody = document.getElementById("regional-events-tbody"); - // regionalTbody.innerHTML = ""; - logBenchmark("finished loadData"); } catch (error) { @@ -1756,4 +2204,5 @@

Resource Adequacy (RA) Event

}); - \ No newline at end of file + + diff --git a/PRASReport.jl/src/event_db_schema.sql b/PRASReport.jl/src/event_db_schema.sql index 65d1cb44..07d0e0ce 100644 --- a/PRASReport.jl/src/event_db_schema.sql +++ b/PRASReport.jl/src/event_db_schema.sql @@ -83,4 +83,10 @@ CREATE TABLE shortfall_mean_timeseries ( timestamp TIMESTAMP WITHOUT TIME ZONE NOT NULL, region_id INTEGER REFERENCES regions(id), mean_shortfall REAL NOT NULL +); + +CREATE TABLE load_timeseries ( + timestamp TIMESTAMP WITHOUT TIME ZONE NOT NULL, + region_id INTEGER REFERENCES regions(id), + load REAL NOT NULL ); \ No newline at end of file diff --git a/PRASReport.jl/src/report_plots.js b/PRASReport.jl/src/report_plots.js index 485d581e..13a1534d 100644 --- a/PRASReport.jl/src/report_plots.js +++ b/PRASReport.jl/src/report_plots.js @@ -7,11 +7,14 @@ window.renderEventPlots = function(systemData, stepSize, energyUnit, timeUnit) { x: durations, type: "histogram", xbins: { size: stepSize }, + marker: { + color: "#b8c5d4" + }, hovertemplate: "Duration: %{x}
Count: %{y}" }], { title: "System Event Duration Distribution", xaxis: { title: `Duration (${timeUnit})` }, - yaxis: { title: "Number of events" }, + yaxis: { title: "Number of Events" }, margin: { t: 50, l: 60, r: 20, b: 60 } }, { responsive: true }); @@ -27,15 +30,34 @@ window.renderEventPlots = function(systemData, stepSize, energyUnit, timeUnit) { color: energies, colorscale: "Viridis", showscale: true, - colorbar: { title: energyUnit } + colorbar: { + title: { + text: energyUnit, + side: "right", + font: { + size: 12 + } + }, + len: 0.85, + thickness: 12, + outlinewidth: 0, + tickwidth: 0.5 + } }, hovertemplate: "Sample %{customdata}
Duration: %{x}
Energy: %{y:.2f} " + energyUnit + "" }], { title: "System Event Energy vs Duration", - xaxis: { title: `Duration (${timeUnit})` }, - yaxis: { title: `Energy (${energyUnit})` }, - margin: { t: 50, l: 70, r: 90, b: 60 } + xaxis: { + title: `Duration (${timeUnit})`, + constrain: "domain" + }, + yaxis: { + title: `Energy (${energyUnit})`, + showline: false, + zeroline: false + }, + margin: { t: 60, l: 80, r: 140, b: 80 } }, { responsive: true }); }; @@ -108,6 +130,9 @@ window.renderRegionalEventPlots = function(regionalData, stepSize, energyUnit, t traces.push({ x: data.duration, type: "histogram", + marker: { + color: "#b8c5d4" + }, xaxis: xref, yaxis: yref, xbins: { size: stepSize }, @@ -129,7 +154,20 @@ window.renderRegionalEventPlots = function(regionalData, stepSize, energyUnit, t cmin: cmin, cmax: cmax, showscale: idx === regions.length - 1, - colorbar: idx === regions.length - 1 ? { title: energyUnit } : undefined + colorbar: idx === regions.length - 1 + ? { + title: { + text: energyUnit, + side: "right", + font: { size: 12 } + }, + tickfont: { size: 12 }, + len: 0.85, + thickness: 12, + outlinewidth: 0, + ticks: "" + } + : undefined }, customdata: data.sample_id, hovertemplate: @@ -137,55 +175,43 @@ window.renderRegionalEventPlots = function(regionalData, stepSize, energyUnit, t }); layout.annotations.push({ - text: `${region}`, + text: `${region}`, x: (x0 + x1) / 2, - y: yHist1 + 0.03, + y: yHist1 + 0.001, xref: "paper", yref: "paper", + xanchor: "center", + yanchor: "bottom", + align: "center", showarrow: false, - font: { size: 15 } + font: { + size: 14 + } }); }); Plotly.newPlot("regional-events-faceted-plot", traces, layout, { responsive: true }); }; -function makeMonthHourMatrix(rows) { - const z = Array.from({ length: 12 }, () => Array(24).fill(0)); - - rows.forEach(row => { - const month = Number(row.month); - const hour = Number(row.hour); - if (month >= 1 && month <= 12 && hour >= 0 && hour <= 23) { - z[month - 1][hour] = Number(row.mean_shortfall || 0); +function wrapPlotTitle(text, maxChars = 18) { + const words = String(text).split(/\s+/); + const lines = []; + let line = ""; + + words.forEach(word => { + const candidate = line ? `${line} ${word}` : word; + if (candidate.length > maxChars && line) { + lines.push(line); + line = word; + } else { + line = candidate; } }); - return z; -} - -window.renderSystemShortfallHeatmap = function(rows, energyUnit) { - const z = makeMonthHourMatrix(rows); + if (line) lines.push(line); - Plotly.newPlot("system-shortfall-heatmap", [{ - z: z, - x: Array.from({ length: 24 }, (_, i) => i), - y: Array.from({ length: 12 }, (_, i) => i + 1), - type: "heatmap", - colorscale: [ - [0, "#ffffff"], - [0.5, "#fdae6b"], - [1, "#d7301f"] - ], - colorbar: { title: `Mean Shortfall (${energyUnit})` }, - hovertemplate: - "Month: %{y}
Hour: %{x}
Mean shortfall: %{z:.3f} " + energyUnit + "" - }], { - xaxis: { title: "Hour of day" }, - yaxis: { title: "Month", autorange: "reversed" }, - margin: { t: 20, l: 60, r: 80, b: 60 } - }, { responsive: true }); -}; + return lines.join("
"); +} window.renderRegionalShortfallHeatmaps = function(rows, energyUnit) { const container = document.getElementById("regional-shortfall-heatmaps"); @@ -208,13 +234,16 @@ window.renderRegionalShortfallHeatmaps = function(rows, energyUnit) { div.className = "regional-heatmap"; container.appendChild(div); - const z = makeMonthHourMatrix(byRegion.get(region)); + // const z = makeMonthHourMatrix(byRegion.get(region)); + const z = makeMonthHourMatrix(byRegion.get(region), "mean_shortfall"); Plotly.newPlot(plotId, [{ z: z, x: Array.from({ length: 24 }, (_, i) => i), y: Array.from({ length: 12 }, (_, i) => i + 1), type: "heatmap", + xgap: 1, + ygap: 1, colorscale: [ [0, "#ffffff"], [0.5, "#fdae6b"], @@ -222,18 +251,149 @@ window.renderRegionalShortfallHeatmaps = function(rows, energyUnit) { ], showscale: idx === byRegion.size - 1, colorbar: idx === byRegion.size - 1 - ? { title: `Mean Shortfall (${energyUnit})` } + ? { + title: { + text: `Mean Shortfall (${energyUnit})`, + side: "right", + font: {size: 11} + }, + tickfont: {size: 11}, + len: 0.85, + x: 1.08, + thickness: 12, + outlinewidth: 0, + ticks: "" + } : undefined, hovertemplate: "Region: " + region + - "
Month: %{y}
Hour: %{x}
Mean shortfall: %{z:.3f} " + + "
Month: %{y}
Hour: %{x}
Mean Shortfall: %{z:.3f} " + energyUnit + "" }], { - title: { text: `${region}`, font: { size: 15 } }, - xaxis: { title: "Hour" }, - yaxis: { title: "Month", autorange: "reversed" }, - margin: { t: 45, l: 45, r: idx === byRegion.size - 1 ? 80 : 20, b: 45 } + title: { + text: `${wrapPlotTitle(region, 18)}`, + font: { size: 12 } + }, + xaxis: { + title: {text: "Hour", font: {size: 11}}, + tickfont: {size: 11}, + showline: false, + zeroline: false + }, + yaxis: { + title: {text: "Month", font: {size: 11}}, + tickfont: {size: 11}, + autorange: "reversed", + showline: false, + zeroline: false + }, + plot_bgcolor: "#f5f5f5", + paper_bgcolor: "white", + margin: { t: 32, l: 32, r: 10, b: 32 } }, { responsive: true }); }); +}; + +window.renderSystemShortfallTimeseries = function(rows, energyUnit) { + Plotly.newPlot("system-shortfall-timeseries", [{ + x: rows.map(r => r.timestamp), + y: rows.map(r => Number(r.mean_shortfall || 0)), + type: "scatter", + mode: "lines", + hovertemplate: + "Time: %{x}
Mean Shortfall: %{y:.3f} " + energyUnit + "" + }], { + xaxis: { + title: "", + showticklabels: false, + ticks: "", + showline: false, + zeroline: false + }, + yaxis: { + title: `Mean Shortfall (${energyUnit})`, + showline: false, + zeroline: false + }, + margin: { t: 20, l: 70, r: 30, b: 60 } + }, { responsive: true }); +}; + +function makeMonthHourMatrix(rows, valueName) { + const z = Array.from({ length: 12 }, () => Array(24).fill(0)); + + rows.forEach(row => { + const month = Number(row.month); + const hour = Number(row.hour); + + if (month >= 1 && month <= 12 && hour >= 0 && hour <= 23) { + z[month - 1][hour] = Number(row[valueName] || 0); + } + }); + + return z; +} + +function renderSystemMonthHourHeatmap({ + plotId, + rows, + valueName, + label, + unit, + precision = 3 +}) { + const z = makeMonthHourMatrix(rows, valueName); + + Plotly.newPlot(plotId, [{ + z: z, + x: Array.from({ length: 24 }, (_, i) => i), + y: Array.from({ length: 12 }, (_, i) => i + 1), + type: "heatmap", + xgap: 1, + ygap: 1, + colorscale: [ + [0, "#ffffff"], + [0.5, "#fdae6b"], + [1, "#d7301f"] + ], + colorbar: { + title: { + text: `${label} (${unit})`, + side: "right" + }, + len: 0.85, + thickness: 12, + outlinewidth: 0, + tickwidth: 0.5 + }, + hovertemplate: + `Month: %{y}
Hour: %{x}
${label}: %{z:.${precision}f} ${unit}` + }], { + xaxis: { title: "Hour of day", showline: false, zeroline: false }, + yaxis: { title: "Month", autorange: "reversed", showline: false, zeroline: false }, + plot_bgcolor: "#f5f5f5", + paper_bgcolor: "white", + margin: { t: 20, l: 60, r: 120, b: 60 } + }, { responsive: true }); +} + +window.renderSystemShortfallHeatmap = function(rows, energyUnit) { + renderSystemMonthHourHeatmap({ + plotId: "system-shortfall-heatmap", + rows: rows, + valueName: "mean_shortfall", + label: "Mean Shortfall", + unit: energyUnit + }); +}; + +window.renderSystemNEUEHeatmap = function(rows) { + renderSystemMonthHourHeatmap({ + plotId: "system-neue-heatmap", + rows: rows, + valueName: "neue", + label: "Mean NEUE", + unit: "ppm" + }); }; \ No newline at end of file diff --git a/PRASReport.jl/src/report_queries.js b/PRASReport.jl/src/report_queries.js index e52f63bb..f6a7e944 100644 --- a/PRASReport.jl/src/report_queries.js +++ b/PRASReport.jl/src/report_queries.js @@ -212,11 +212,18 @@ window.loadRegionalMCMetrics = async function(conn) { window.loadSystemShortfallHeatmap = async function(conn) { const result = await conn.query(` + WITH system_shortfall AS ( + SELECT + timestamp, + SUM(mean_shortfall) AS mean_shortfall + FROM report_db.shortfall_mean_timeseries + GROUP BY timestamp + ) SELECT month(timestamp) AS month, hour(timestamp) AS hour, - SUM(mean_shortfall) AS mean_shortfall - FROM report_db.shortfall_mean_timeseries + AVG(mean_shortfall) AS mean_shortfall + FROM system_shortfall GROUP BY month, hour ORDER BY month, hour `); @@ -245,4 +252,49 @@ window.hasFullYearShortfallHeatmapData = async function(conn) { `); return Number(result.toArray()[0].n_months) === 12; +}; + +window.loadSystemNEUEHeatmap = async function(conn) { + const result = await conn.query(` + WITH system_by_timestamp AS ( + SELECT + s.timestamp, + SUM(s.mean_shortfall) AS mean_shortfall, + SUM(l.load) AS load + FROM report_db.shortfall_mean_timeseries s + JOIN report_db.load_timeseries l + ON s.timestamp = l.timestamp + AND s.region_id = l.region_id + GROUP BY s.timestamp + ), + neue_by_timestamp AS ( + SELECT + timestamp, + CASE + WHEN load > 0 THEN mean_shortfall / (load / 1e6) + ELSE 0 + END AS neue + FROM system_by_timestamp + ) + SELECT + month(timestamp) AS month, + hour(timestamp) AS hour, + AVG(neue) AS neue + FROM neue_by_timestamp + GROUP BY month, hour + ORDER BY month, hour + `); + return result.toArray(); +}; + +window.loadSystemShortfallTimeseries = async function(conn) { + const result = await conn.query(` + SELECT + timestamp, + SUM(mean_shortfall) AS mean_shortfall + FROM report_db.shortfall_mean_timeseries + GROUP BY timestamp + ORDER BY timestamp + `); + return result.toArray(); }; \ No newline at end of file diff --git a/PRASReport.jl/src/report_style.css b/PRASReport.jl/src/report_style.css index 404c2a29..d9a97de3 100644 --- a/PRASReport.jl/src/report_style.css +++ b/PRASReport.jl/src/report_style.css @@ -234,8 +234,9 @@ header h1 { .regional-heatmap-grid { display: grid; - grid-template-columns: repeat(3, 1fr); - gap: 1rem; + grid-template-columns: repeat(4, minmax(0, 1fr)); + gap: 0.15rem; + padding-right: 4px; } .regional-heatmap { @@ -293,7 +294,8 @@ table { th, td { padding: 12px 16px; - text-align: left; + text-align: center; + vertical-align: middle; border-bottom: 1px solid #eee; } @@ -354,7 +356,7 @@ tr:hover { } .numeric { - text-align: right; + text-align: center; font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace; } @@ -561,4 +563,19 @@ th.numeric { .subsection-part-header .subsection-part-title { margin: 0; +} + +.system-heatmap-wrapper { + height: 560px; + max-width: 760px; +} + +.system-event-charts { + display: flex; + flex-direction: column; + gap: 2rem; +} + +.system-event-charts .chart-wrapper { + width: 100%; } \ No newline at end of file diff --git a/PRASReport.jl/src/report_template.html b/PRASReport.jl/src/report_template.html index d506c0dc..4eb0b639 100644 --- a/PRASReport.jl/src/report_template.html +++ b/PRASReport.jl/src/report_template.html @@ -72,10 +72,24 @@

System Reliability Metrics

System Mean Shortfall by Month and Hour

-
+
+ +
+

System Mean NEUE by Month and Hour

+
+
+
+
+ +
+

System Mean Shortfall Time Series

+
+
+
+
@@ -117,7 +131,7 @@

Regional Mean Shortfall by Month and Hour

2
-

Resource Adequacy Events

+

Adequacy Events

@@ -162,11 +176,11 @@

System Event Visualizations

-
+
-
+
@@ -272,8 +286,8 @@

Normalized Expected Unserved Energy (NEUE)

-

Resource Adequacy (RA) Event

-

A Resource Adequacy event is a set of shortfall-periods that are contiguous at the highest available temporal resolution, recorded directly from ShortfallEvents.

+

Adequacy Event

+

An adequacy event is a set of shortfall-periods that are contiguous at the highest available temporal resolution, recorded directly from ShortfallEvents.

@@ -824,6 +838,27 @@

Resource Adequacy (RA) Event

window.renderSystemShortfallHeatmap(systemHeatmapRows, energyUnit); logBenchmark(`rendered system shortfall heatmap: ${systemHeatmapRows.length} rows`); + // const systemNEUERows = await window.loadSystemNEUEHeatmap(conn); + // window.renderSystemNEUEHeatmap(systemNEUERows); + + // const systemShortfallTimeseriesRows = await window.loadSystemShortfallTimeseries(conn); + // window.renderSystemShortfallTimeseries(systemShortfallTimeseriesRows, energyUnit); + const systemNEUERows = await benchmarkStep("query system NEUE heatmap", () => + window.loadSystemNEUEHeatmap(conn) + ); + + await benchmarkStep("render system NEUE heatmap", async () => { + window.renderSystemNEUEHeatmap(systemNEUERows); + }); + + const systemShortfallTimeseriesRows = await benchmarkStep("query system shortfall timeseries", () => + window.loadSystemShortfallTimeseries(conn) + ); + + await benchmarkStep("render system shortfall timeseries", async () => { + window.renderSystemShortfallTimeseries(systemShortfallTimeseriesRows, energyUnit); + }); + const regionalHeatmapRows = await window.loadRegionalShortfallHeatmaps(conn); window.renderRegionalShortfallHeatmaps(regionalHeatmapRows, energyUnit); logBenchmark(`rendered regional shortfall heatmaps: ${regionalHeatmapRows.length} rows`); @@ -831,6 +866,9 @@

Resource Adequacy (RA) Event

document.getElementById("system-shortfall-heatmap").innerHTML = "

Month-hour heatmap is only shown for simulations containing all 12 months.

"; + document.getElementById("system-neue-heatmap").innerHTML = + "

Month-hour heatmap is only shown for simulations containing all 12 months.

"; + document.getElementById("regional-shortfall-heatmaps").innerHTML = "

Regional month-hour heatmaps are only shown for simulations containing all 12 months.

"; } diff --git a/PRASReport.jl/src/writedb.jl b/PRASReport.jl/src/writedb.jl index 773447c6..e0cefe77 100644 --- a/PRASReport.jl/src/writedb.jl +++ b/PRASReport.jl/src/writedb.jl @@ -95,6 +95,7 @@ function get_db( _write_db_event_metrics!(events, conn) _write_db_mc_regional_metrics!(sf, conn) _write_db_shortfall_mean_timeseries!(sf, conn) + _write_db_load_timeseries!(sf, conn) if !isnothing(flow) _write_db!(flow.interfaces, conn) @@ -274,6 +275,30 @@ function _write_db_shortfall_mean_timeseries!( end end +function _write_db_load_timeseries!( + sf::ShortfallResult{N,L,T,E}, + conn::DuckDB.Connection +) where {N,L,T,E} + region_ids = get_region_ids_ordered(sf.regions.names, conn) + + appender = DuckDB.Appender(conn, "load_timeseries") + + try + for (r, region_id) in enumerate(region_ids) + for t in eachindex(sf.timestamps) + DuckDB.append(appender, DateTime(sf.timestamps[t])) + DuckDB.append(appender, region_id) + DuckDB.append(appender, sf.regions.load[r, t]) + DuckDB.end_row(appender) + end + end + + DuckDB.flush(appender) + finally + DuckDB.close(appender) + end +end + # ============================================================================ # Write functions - events, event metrics, event time-series # ============================================================================ diff --git a/PRASReport.jl/test/report.jl b/PRASReport.jl/test/report.jl index f9c840a7..a4768ea5 100644 --- a/PRASReport.jl/test/report.jl +++ b/PRASReport.jl/test/report.jl @@ -23,8 +23,11 @@ html = read(report_path, String) @test contains(html, "Test Report") @test contains(html, "Monte Carlo Average Results") - @test contains(html, "RA Events - system level summary") - @test contains(html, "RA Events - regional summary") + @test contains(html, "System-Level Results") + @test contains(html, "Region-Level Results") + @test contains(html, "Adequacy Events") + @test contains(html, "System-Level Events") + @test contains(html, "Region-Level Events") end @testset "Result input to create_pras_report" begin