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add more comments in analysis script #717

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May 23, 2021
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add more comments in analysis script #717

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8 changes: 7 additions & 1 deletion benchmarks/stepper/analyze.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -195,9 +195,11 @@ end

function make_agg_tables(all_df)
conv = all_df[!, :conv]
# values to replace unconverged instances for the "all" group
max_time = maximum(all_df[!, :solve_time][conv])
max_iter = maximum(all_df[!, :iters][conv])

# collect aggregated summary statistics
df_agg = combine(groupby(all_df, :enhancement),
[:solve_time, :conv] => ((x, y) ->
shifted_geomean(x, y, shift = time_shift)) => :time_geomean_thisconv,
Expand Down Expand Up @@ -227,6 +229,8 @@ function make_agg_tables(all_df)
findfirst(isequal(x), lowercase.(enhancements)))))
CSV.write(joinpath(stats_dir, "agg.csv"), df_agg)

# prepare latex table

# combine feasible and infeasible statuses
transform!(df_agg, [:optimal, :priminfeas, :dualinfeas] =>
ByRow((x...) -> sum(x)) => :converged)
Expand Down Expand Up @@ -275,7 +279,7 @@ function make_subtime_tables(all_df)
max_getdir = maximum(all_df[!, :time_getdir][conv])
max_search = maximum(all_df[!, :time_search][conv])

# get maximum values to use as caps for the "all" subset
# get values to use as caps for the "all" subset (ignore NaNs from 0 iterations)
skipnan(x) = (isnan(x) ? 0 : x)
max_upsys_iter = maximum(skipnan, all_df[!, :time_upsys_piter][conv])
max_uprhs_iter = maximum(skipnan, all_df[!, :time_uprhs_piter][conv])
Expand Down Expand Up @@ -325,6 +329,8 @@ function make_subtime_tables(all_df)
return subtime_df
end

# prepare latex table

sep = " & "
for s in sets
if s == :_thisconv
Expand Down