From dd814434fe3040411d336270a384f6f5abc773ba Mon Sep 17 00:00:00 2001 From: Vaclav Petras Date: Thu, 1 Oct 2026 23:37:25 -0400 Subject: [PATCH 1/7] r.sim.water: Add a benchmark for the number of threads Measure r.sim.water with nprocs from 1 to 16 on the elevation of the SECREF North Carolina dataset at 4 m, 2 m and 1 m resolution, using grass.benchmark as the benchmarks of other tools do. The script plots time, speedup and efficiency and saves the results as JSON. Written with the help of Claude Code. --- .../benchmark/benchmark_r_sim_water_nprocs.py | 98 +++++++++++++++++++ 1 file changed, 98 insertions(+) create mode 100644 raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py diff --git a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py new file mode 100644 index 00000000000..4594e216b71 --- /dev/null +++ b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py @@ -0,0 +1,98 @@ +"""Benchmarking of r.sim.water with different numbers of threads + +Runs r.sim.water with nprocs from 1 to MAX_NPROCS on the elevation raster +of the SECREF North Carolina dataset (secref_northcarolina_usa_epsg6542) +at several resolutions of the same extent. At resolutions coarser than +the original 1 m, the elevation is the average of the 1 m cells. Otherwise +r.sim.water runs with its defaults, so the number of walkers (twice the +number of cells) and the number of iterations grow with finer resolution. + +Run in a temporary mapset of the dataset, for example: + + grass --tmp-mapset ~/grassdata/secref_northcarolina_usa_epsg6542 \ + --exec python benchmark_r_sim_water_nprocs.py + +The plots and the results as JSON are written to the current directory. + +@author Vaclav Petras +""" + +from subprocess import DEVNULL + +from grass.pygrass.modules import Module + +import grass.benchmark as bm +import grass.script as gs + +# Users can modify the resolutions (in meters), the number of threads and +# the number of repeats. With the default duration, the serial run at 1 m +# takes about two minutes. +RESOLUTIONS = [4, 2, 1] +MAX_NPROCS = 16 +REPEAT = 3 + + +def main(): + results = [] + for resolution in RESOLUTIONS: + benchmark(resolution, results) + bm.save_results_to_file(results, "r_sim_water_benchmark_nprocs.json") + for metric in ["time", "speedup", "efficiency"]: + bm.nprocs_plot( + results, + filename=f"r_sim_water_benchmark_nprocs_{metric}.png", + title=f"r.sim.water {metric}", + metric=metric, + ) + + +def benchmark(resolution, results): + elevation = "benchmark_r_sim_water_elevation" + dx = "benchmark_r_sim_water_dx" + dy = "benchmark_r_sim_water_dy" + depth = "benchmark_r_sim_water_depth" + + Module("g.region", raster="elevation") + Module("g.region", res=resolution, flags="a") + # Average the 1 m cells rather than taking the nearest one. + Module( + "r.resamp.stats", + input="elevation", + output=elevation, + method="average", + overwrite=True, + ) + Module("r.slope.aspect", elevation=elevation, dx=dx, dy=dy, flags="e") + cells = gs.region()["cells"] + + module = Module( + "r.sim.water", + elevation=elevation, + dx=dx, + dy=dy, + depth=depth, + random_seed=1, + run_=False, + stdout_=DEVNULL, + overwrite=True, + quiet=True, + ) + results.append( + bm.benchmark_nprocs( + module, + label=f"{cells / 1000:.0f}k cells ({resolution} m)", + max_nprocs=MAX_NPROCS, + repeat=REPEAT, + ) + ) + Module( + "g.remove", + quiet=True, + flags="f", + type="raster", + pattern="benchmark_r_sim_water_*", + ) + + +if __name__ == "__main__": + main() From 549bade84d6ef4528bb7b39a26d326b5a0dd8c02 Mon Sep 17 00:00:00 2001 From: Vaclav Petras Date: Fri, 2 Oct 2026 09:43:51 -0400 Subject: [PATCH 2/7] r.sim.water: Add benchmark figures to the documentation Show the execution time, speedup and efficiency from the benchmark script for 1 to 16 threads on the SECREF elevation at 4 m, 2 m and 1 m, as the documentation of other parallel tools does. The figures were made with the per-walker random number states of OSGeo/grass#7980; with the shared generator on main, more threads make r.sim.water slower, so this belongs after that change. Name the script's output files after the tool, as the figures are. Written with the help of Claude Code. --- .../benchmark/benchmark_r_sim_water_nprocs.py | 4 ++-- raster/r.sim/r.sim.water/r.sim.water.html | 20 ++++++++++++++++++ raster/r.sim/r.sim.water/r.sim.water.md | 13 ++++++++++++ .../r_sim_water_benchmark_efficiency.png | Bin 0 -> 18217 bytes .../r_sim_water_benchmark_speedup.png | Bin 0 -> 16809 bytes .../r_sim_water_benchmark_time.png | Bin 0 -> 14404 bytes 6 files changed, 35 insertions(+), 2 deletions(-) create mode 100644 raster/r.sim/r.sim.water/r_sim_water_benchmark_efficiency.png create mode 100644 raster/r.sim/r.sim.water/r_sim_water_benchmark_speedup.png create mode 100644 raster/r.sim/r.sim.water/r_sim_water_benchmark_time.png diff --git a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py index 4594e216b71..2afbbcb4637 100644 --- a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py +++ b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py @@ -36,11 +36,11 @@ def main(): results = [] for resolution in RESOLUTIONS: benchmark(resolution, results) - bm.save_results_to_file(results, "r_sim_water_benchmark_nprocs.json") + bm.save_results_to_file(results, "r_sim_water_benchmark.json") for metric in ["time", "speedup", "efficiency"]: bm.nprocs_plot( results, - filename=f"r_sim_water_benchmark_nprocs_{metric}.png", + filename=f"r_sim_water_benchmark_{metric}.png", title=f"r.sim.water {metric}", metric=metric, ) diff --git a/raster/r.sim/r.sim.water/r.sim.water.html b/raster/r.sim/r.sim.water/r.sim.water.html index 5e280a77876..45354c418ad 100644 --- a/raster/r.sim/r.sim.water/r.sim.water.html +++ b/raster/r.sim/r.sim.water/r.sim.water.html @@ -167,6 +167,26 @@

NOTES

there, and walkers that reach them leave the area. Null cells in the infil raster map mean no infiltration. +

+The number of threads is set by nprocs. The figures below show the +execution time, parallel speedup and efficiency for the elevation +raster map of the SECREF North Carolina dataset at 4 m, 2 m and 1 m +resolution with the default number of walkers, averaged over 3 runs on +an Intel Xeon W-2295 CPU (18 cores). See the benchmark script in the +source code for details. + +

+ time for r.sim.water with different numbers of cells + speedup for r.sim.water with different numbers of cells + efficiency for r.sim.water with different numbers of cells +
+ Figure: Benchmark shows execution time, parallel speedup and + efficiency for different numbers of cells (33k, 131k and 525k). +
+

Manning's n for surface roughness

The man raster map can be derived from a land cover raster with the diff --git a/raster/r.sim/r.sim.water/r.sim.water.md b/raster/r.sim/r.sim.water/r.sim.water.md index 692f0d06c90..9cc8be57fc0 100644 --- a/raster/r.sim/r.sim.water/r.sim.water.md +++ b/raster/r.sim/r.sim.water/r.sim.water.md @@ -156,6 +156,19 @@ raster maps are excluded from the simulation, the outputs are null there, and walkers that reach them leave the area. Null cells in the **infil** raster map mean no infiltration. +The number of threads is set by **nprocs**. The figures below show the +execution time, parallel speedup and efficiency for the `elevation` +raster map of the SECREF North Carolina dataset at 4 m, 2 m and 1 m +resolution with the default number of walkers, averaged over 3 runs on +an Intel Xeon W-2295 CPU (18 cores). See the benchmark script in the +source code for details. + +![time for r.sim.water with different numbers of cells](r_sim_water_benchmark_time.png) +![speedup for r.sim.water with different numbers of cells](r_sim_water_benchmark_speedup.png) +![efficiency for r.sim.water with different numbers of cells](r_sim_water_benchmark_efficiency.png) +*Figure: Benchmark shows execution time, parallel speedup and efficiency +for different numbers of cells (33k, 131k and 525k).* + ### Manning's n for surface roughness The **man** raster map can be derived from a land cover raster with the diff --git a/raster/r.sim/r.sim.water/r_sim_water_benchmark_efficiency.png b/raster/r.sim/r.sim.water/r_sim_water_benchmark_efficiency.png new file mode 100644 index 0000000000000000000000000000000000000000..ad96917a51a389c2e4dc52022762d30473994aab GIT binary patch literal 18217 zcmbSyg;N~O^EV!xUy-}*lG8m{ts4y@v7;>_b>M$^HKo}UrrquiUySlo1etv#kUESf~Asrpv+uPgw+uPRG*4yi=l$6x{ 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(Student's t) for time, speedup and efficiency, each band in the color of its line. grass.benchmark.nprocs_plot() draws only a gray min-max band and only for time, so the script plots on its own. The interval of a speedup combines the relative intervals of the two mean times; the speedup at one thread is 1 by definition. Render at 1200 x 900 pixels, twice the 600 pixel width of the documentation, so the figures stay sharp on high density screens; the HTML page shows them at 600 x 450 and links to the full image. The PNGs are quantized to 128 colors and compressed with optipng -o5. The script can redo the plots from its JSON results without rerunning. Written with the help of Claude Code. --- .../benchmark/benchmark_r_sim_water_nprocs.py | 96 ++++++++++++++++-- raster/r.sim/r.sim.water/r.sim.water.html | 20 ++-- raster/r.sim/r.sim.water/r.sim.water.md | 5 +- .../r_sim_water_benchmark_efficiency.png | Bin 18217 -> 35459 bytes .../r_sim_water_benchmark_speedup.png | Bin 16809 -> 31938 bytes .../r_sim_water_benchmark_time.png | Bin 14404 -> 23311 bytes 6 files changed, 100 insertions(+), 21 deletions(-) diff --git a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py index 2afbbcb4637..a714d9bbeaa 100644 --- a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py +++ b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py @@ -13,10 +13,19 @@ --exec python benchmark_r_sim_water_nprocs.py The plots and the results as JSON are written to the current directory. +To redo the plots from saved results without running the benchmark, pass +the JSON file as an argument. + +The plots show the mean of the repeated runs with a shaded 95 % confidence +interval of the mean (Student's t). The interval of the speedup and of the +efficiency combines the relative intervals of the two times divided. @author Vaclav Petras """ +import math +import statistics +import sys from subprocess import DEVNULL from grass.pygrass.modules import Module @@ -31,19 +40,84 @@ MAX_NPROCS = 16 REPEAT = 3 +# Two-sided 95 % quantiles of Student's t by the number of runs (degrees of +# freedom plus one), to avoid depending on SciPy. +T_QUANTILES = {2: 12.706, 3: 4.303, 4: 3.182, 5: 2.776, 6: 2.571, 7: 2.447} + def main(): - results = [] - for resolution in RESOLUTIONS: - benchmark(resolution, results) - bm.save_results_to_file(results, "r_sim_water_benchmark.json") - for metric in ["time", "speedup", "efficiency"]: - bm.nprocs_plot( - results, - filename=f"r_sim_water_benchmark_{metric}.png", - title=f"r.sim.water {metric}", - metric=metric, - ) + if len(sys.argv) > 1: + results = bm.load_results_from_file(sys.argv[1]).results + else: + results = [] + for resolution in RESOLUTIONS: + benchmark(resolution, results) + bm.save_results_to_file(results, "r_sim_water_benchmark.json") + plot(results) + + +def mean_and_half_width(times): + """Return the mean and the half width of its 95 % confidence interval""" + mean = statistics.mean(times) + if len(times) < 2: + return mean, 0 + t = T_QUANTILES.get(len(times), 1.96) + return mean, t * statistics.stdev(times) / math.sqrt(len(times)) + + +def plot(results): + """Plot time, speedup and efficiency with confidence bands""" + import matplotlib as mpl # pylint: disable=import-outside-toplevel + + mpl.use("Agg") + import matplotlib.pyplot as plt # pylint: disable=import-outside-toplevel + + for metric, ylabel in [ + ("time", "Time [s]"), + ("speedup", "Speedup"), + ("efficiency", "Efficiency"), + ]: + # Twice the 600 pixels of the documentation, shown at half the size. + fig, ax = plt.subplots(figsize=(6, 4.5), dpi=200) + for result in results: + means, halves = zip( + *(mean_and_half_width(t) for t in result.all_times), strict=True + ) + serial, serial_half = means[0], halves[0] + values, lows, highs = [], [], [] + for nprocs, mean, half in zip(result.nprocs, means, halves, strict=True): + if metric == "time": + value, relative = mean, half / mean + else: + value = serial / mean + # The speedup at one thread is 1 by definition. + relative = ( + math.hypot(serial_half / serial, half / mean) + if nprocs > 1 + else 0 + ) + if metric == "efficiency": + value /= nprocs + values.append(value) + lows.append(value * (1 - relative)) + highs.append(value * (1 + relative)) + (line,) = ax.plot(result.nprocs, values, label=result.label) + ax.fill_between( + result.nprocs, + lows, + highs, + color=line.get_color(), + alpha=0.25, + linewidth=0, + ) + ax.set_xticks(results[0].nprocs) + ax.set_xlabel("Number of threads (nprocs)") + ax.set_ylabel(ylabel) + ax.set_title(f"r.sim.water {metric}") + ax.legend() + fig.tight_layout() + fig.savefig(f"r_sim_water_benchmark_{metric}.png") + plt.close(fig) def benchmark(resolution, results): diff --git a/raster/r.sim/r.sim.water/r.sim.water.html b/raster/r.sim/r.sim.water/r.sim.water.html index 45354c418ad..8cf1a91d509 100644 --- a/raster/r.sim/r.sim.water/r.sim.water.html +++ b/raster/r.sim/r.sim.water/r.sim.water.html @@ -171,20 +171,24 @@

NOTES

The number of threads is set by nprocs. The figures below show the execution time, parallel speedup and efficiency for the elevation raster map of the SECREF North Carolina dataset at 4 m, 2 m and 1 m -resolution with the default number of walkers, averaged over 3 runs on +resolution with the default number of walkers, as the mean of 3 runs on an Intel Xeon W-2295 CPU (18 cores). See the benchmark script in the source code for details.
- time for r.sim.water with different numbers of cells - speedup for r.sim.water with different numbers of cells - efficiency for r.sim.water with different numbers of cells + time for r.sim.water with different numbers of cells + speedup for r.sim.water with different numbers of cells + efficiency for r.sim.water with different numbers of cells
Figure: Benchmark shows execution time, parallel speedup and - efficiency for different numbers of cells (33k, 131k and 525k). + efficiency for different numbers of cells (33k, 131k and 525k); + shading shows the 95 % confidence interval of the mean.

Manning's n for surface roughness

diff --git a/raster/r.sim/r.sim.water/r.sim.water.md b/raster/r.sim/r.sim.water/r.sim.water.md index 9cc8be57fc0..df809f76d3e 100644 --- a/raster/r.sim/r.sim.water/r.sim.water.md +++ b/raster/r.sim/r.sim.water/r.sim.water.md @@ -159,7 +159,7 @@ there, and walkers that reach them leave the area. Null cells in the The number of threads is set by **nprocs**. The figures below show the execution time, parallel speedup and efficiency for the `elevation` raster map of the SECREF North Carolina dataset at 4 m, 2 m and 1 m -resolution with the default number of walkers, averaged over 3 runs on +resolution with the default number of walkers, as the mean of 3 runs on an Intel Xeon W-2295 CPU (18 cores). See the benchmark script in the source code for details. @@ -167,7 +167,8 @@ source code for details. ![speedup for r.sim.water with different numbers of cells](r_sim_water_benchmark_speedup.png) ![efficiency for r.sim.water with different numbers of cells](r_sim_water_benchmark_efficiency.png) *Figure: Benchmark shows execution time, parallel speedup and efficiency -for different numbers of cells (33k, 131k and 525k).* +for different numbers of cells (33k, 131k and 525k); shading shows the +95 % confidence interval of the mean.* ### Manning's n for surface roughness diff --git a/raster/r.sim/r.sim.water/r_sim_water_benchmark_efficiency.png b/raster/r.sim/r.sim.water/r_sim_water_benchmark_efficiency.png index ad96917a51a389c2e4dc52022762d30473994aab..0bf94f0f63282fb9a1ddf8a1470a6a52041b44d8 100644 GIT binary patch literal 35459 zcmb@sWmr`0_Xaw2cegai08-K*APpiY!wflecQ;5$H_}Q;4LEco(j5YWbax3z2m)vH z{r}E~^ZCqmaWU+@p0)0EuY0X$v-ggE{YsetmlhWQ01&9Eywm{z(BS|8S~xZu@ShVhH1%+CaQ1MpHGAS^>E>?h 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z{~H@||C9iDPUiQ>jtP9XkN@}9sC>z6WatwDN4MKmLg*89g;WX%dodvs1GT%3eAoT6 z!1-SjqrN9LnVK1$cB9b?qVL|8>4)ZR&%XSB=r2XA{!Sh!Z4UBYEW>&APq&_vE}+An zUK3tvp|LGzMgI+E4R_41->=M?sd5cf>eEVf-kZO+>wHtX`k!)ON)k{fH@Y1{1J0e{uau`xu!MIJ)B3j(epawsq>4FD zMh>FjQ#ISb*A+YF3$4h8 Date: Fri, 2 Oct 2026 14:09:18 -0400 Subject: [PATCH 4/7] r.sim.water: Shade the range of the benchmark runs With 3 runs per point, a confidence interval of the mean says more about the t quantile than about the runs, so shade the range of the runs instead: from the fastest to the slowest run for time, and over the ratios of every serial run to every parallel run for speedup and efficiency. Drop the sentence that nprocs sets the number of threads, which the parameter description already says. Written with the help of Claude Code. --- .../benchmark/benchmark_r_sim_water_nprocs.py | 51 ++++++------------ raster/r.sim/r.sim.water/r.sim.water.html | 6 +-- raster/r.sim/r.sim.water/r.sim.water.md | 6 +-- .../r_sim_water_benchmark_efficiency.png | Bin 35459 -> 35930 bytes .../r_sim_water_benchmark_speedup.png | Bin 31938 -> 30661 bytes .../r_sim_water_benchmark_time.png | Bin 23311 -> 22299 bytes 6 files changed, 22 insertions(+), 41 deletions(-) diff --git a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py index a714d9bbeaa..ca48d79f127 100644 --- a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py +++ b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py @@ -16,14 +16,13 @@ To redo the plots from saved results without running the benchmark, pass the JSON file as an argument. -The plots show the mean of the repeated runs with a shaded 95 % confidence -interval of the mean (Student's t). The interval of the speedup and of the -efficiency combines the relative intervals of the two times divided. +The plots show the mean of the repeated runs, shaded between the fastest +and the slowest run. For speedup and efficiency, the shading spans the +ratios of every serial run to every parallel run. @author Vaclav Petras """ -import math import statistics import sys from subprocess import DEVNULL @@ -40,10 +39,6 @@ MAX_NPROCS = 16 REPEAT = 3 -# Two-sided 95 % quantiles of Student's t by the number of runs (degrees of -# freedom plus one), to avoid depending on SciPy. -T_QUANTILES = {2: 12.706, 3: 4.303, 4: 3.182, 5: 2.776, 6: 2.571, 7: 2.447} - def main(): if len(sys.argv) > 1: @@ -56,17 +51,8 @@ def main(): plot(results) -def mean_and_half_width(times): - """Return the mean and the half width of its 95 % confidence interval""" - mean = statistics.mean(times) - if len(times) < 2: - return mean, 0 - t = T_QUANTILES.get(len(times), 1.96) - return mean, t * statistics.stdev(times) / math.sqrt(len(times)) - - def plot(results): - """Plot time, speedup and efficiency with confidence bands""" + """Plot time, speedup and efficiency with the range of the runs""" import matplotlib as mpl # pylint: disable=import-outside-toplevel mpl.use("Agg") @@ -80,27 +66,22 @@ def plot(results): # Twice the 600 pixels of the documentation, shown at half the size. fig, ax = plt.subplots(figsize=(6, 4.5), dpi=200) for result in results: - means, halves = zip( - *(mean_and_half_width(t) for t in result.all_times), strict=True - ) - serial, serial_half = means[0], halves[0] + serial = result.all_times[0] values, lows, highs = [], [], [] - for nprocs, mean, half in zip(result.nprocs, means, halves, strict=True): + for nprocs, times in zip(result.nprocs, result.all_times, strict=True): if metric == "time": - value, relative = mean, half / mean - else: - value = serial / mean + value, low, high = statistics.mean(times), min(times), max(times) + elif nprocs == 1: # The speedup at one thread is 1 by definition. - relative = ( - math.hypot(serial_half / serial, half / mean) - if nprocs > 1 - else 0 - ) - if metric == "efficiency": - value /= nprocs + value = low = high = 1 + else: + value = statistics.mean(serial) / statistics.mean(times) + low, high = min(serial) / max(times), max(serial) / min(times) + if metric == "efficiency": + value, low, high = value / nprocs, low / nprocs, high / nprocs values.append(value) - lows.append(value * (1 - relative)) - highs.append(value * (1 + relative)) + lows.append(low) + highs.append(high) (line,) = ax.plot(result.nprocs, values, label=result.label) ax.fill_between( result.nprocs, diff --git a/raster/r.sim/r.sim.water/r.sim.water.html b/raster/r.sim/r.sim.water/r.sim.water.html index 8cf1a91d509..15b6dc69360 100644 --- a/raster/r.sim/r.sim.water/r.sim.water.html +++ b/raster/r.sim/r.sim.water/r.sim.water.html @@ -168,8 +168,8 @@

NOTES

infil raster map mean no infiltration.

-The number of threads is set by nprocs. The figures below show the -execution time, parallel speedup and efficiency for the elevation +The figures below show how the execution time, parallel speedup and +efficiency change with the number of threads (nprocs) for the elevation raster map of the SECREF North Carolina dataset at 4 m, 2 m and 1 m resolution with the default number of walkers, as the mean of 3 runs on an Intel Xeon W-2295 CPU (18 cores). See the benchmark script in the @@ -188,7 +188,7 @@

NOTES


Figure: Benchmark shows execution time, parallel speedup and efficiency for different numbers of cells (33k, 131k and 525k); - shading shows the 95 % confidence interval of the mean. + shading shows the range of the 3 runs.

Manning's n for surface roughness

diff --git a/raster/r.sim/r.sim.water/r.sim.water.md b/raster/r.sim/r.sim.water/r.sim.water.md index df809f76d3e..2cd3ac0421a 100644 --- a/raster/r.sim/r.sim.water/r.sim.water.md +++ b/raster/r.sim/r.sim.water/r.sim.water.md @@ -156,8 +156,8 @@ raster maps are excluded from the simulation, the outputs are null there, and walkers that reach them leave the area. Null cells in the **infil** raster map mean no infiltration. -The number of threads is set by **nprocs**. The figures below show the -execution time, parallel speedup and efficiency for the `elevation` +The figures below show how the execution time, parallel speedup and +efficiency change with the number of threads (**nprocs**) for the `elevation` raster map of the SECREF North Carolina dataset at 4 m, 2 m and 1 m resolution with the default number of walkers, as the mean of 3 runs on an Intel Xeon W-2295 CPU (18 cores). See the benchmark script in the @@ -168,7 +168,7 @@ source code for details. ![efficiency for r.sim.water with different numbers of cells](r_sim_water_benchmark_efficiency.png) *Figure: Benchmark shows execution time, parallel speedup and efficiency for different numbers of cells (33k, 131k and 525k); shading shows the -95 % confidence interval of the mean.* +range of the 3 runs.* ### Manning's n for surface roughness diff --git a/raster/r.sim/r.sim.water/r_sim_water_benchmark_efficiency.png b/raster/r.sim/r.sim.water/r_sim_water_benchmark_efficiency.png index 0bf94f0f63282fb9a1ddf8a1470a6a52041b44d8..b331c81d553c3f0851d717f45d70dd405a0819f3 100644 GIT binary patch literal 35930 zcmb5VbyOSO7d0H*rMSBk2s}6xO0nVvN`W+i0>Rz2IK_%f@gk)-1PD&i;7)OhyL*9B z{0;rR@Av;VYh|%AbMHBO@3YUHnamLJRzryZmj)LA01&7szkUY*pu+(Gv=D4GiY2FIxjEp=<2Aftdx+D(80lh zgM$ML3u}1wn2wH)pP&E5ix>U<{S%v~k86F8mxuGazsL8-DJUqq7Y-ipuD36?fB*ii zt*yO!c)5JK+}YV_+Gx_f+5NaVVqszNczr%OIXQbY>(SwHe0;2^sCaR6@whvck&z)I 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zS|v+&ybqiKPi+7If3h!r$bkTW3(bZZQlkF@asGefD}fsl%oEFF$+ztp|GP^^!|++< I6X@Ij0iW}*c>n+a From dccaba993aef9ef4b854a7b602520c9ee3939270 Mon Sep 17 00:00:00 2001 From: Vaclav Petras Date: Fri, 2 Oct 2026 14:22:05 -0400 Subject: [PATCH 5/7] r.sim.water: Put the benchmark in a Performance section Follow the documentation of the other parallel tools: a Performance subsection at the end of the notes, opening with the nprocs sentence they share, and the processor named with its clock. Add that the time step, and so the number of iterations, follows from the cell size and the mean flow velocity, so the run time depends on the terrain, as the r.horizon documentation notes for its algorithm. Written with the help of Claude Code. --- raster/r.sim/r.sim.water/r.sim.water.html | 56 +++++++++++++---------- raster/r.sim/r.sim.water/r.sim.water.md | 36 +++++++++------ 2 files changed, 54 insertions(+), 38 deletions(-) diff --git a/raster/r.sim/r.sim.water/r.sim.water.html b/raster/r.sim/r.sim.water/r.sim.water.html index 15b6dc69360..9ce9e2eb4d1 100644 --- a/raster/r.sim/r.sim.water/r.sim.water.html +++ b/raster/r.sim/r.sim.water/r.sim.water.html @@ -167,30 +167,6 @@

NOTES

there, and walkers that reach them leave the area. Null cells in the infil raster map mean no infiltration. -

-The figures below show how the execution time, parallel speedup and -efficiency change with the number of threads (nprocs) for the elevation -raster map of the SECREF North Carolina dataset at 4 m, 2 m and 1 m -resolution with the default number of walkers, as the mean of 3 runs on -an Intel Xeon W-2295 CPU (18 cores). See the benchmark script in the -source code for details. - -

- time for r.sim.water with different numbers of cells - speedup for r.sim.water with different numbers of cells - efficiency for r.sim.water with different numbers of cells -
- Figure: Benchmark shows execution time, parallel speedup and - efficiency for different numbers of cells (33k, 131k and 525k); - shading shows the range of the 3 runs. -
-

Manning's n for surface roughness

The man raster map can be derived from a land cover raster with the @@ -336,6 +312,38 @@

Run summary

} +

Performance

+ +To enable parallel processing, the user can specify the number of +threads to be used with the nprocs parameter (default 1). Figures +below show benchmark results for the elevation raster map of the +SECREF North Carolina dataset at 4 m, 2 m and 1 m resolution with the +default number of walkers, as the mean of 3 runs on Intel® Xeon® W-2295 +CPU @ 3.00GHz × 18. See the benchmark script in the source code for +more details. + +

+The time step is derived from the cell size and the mean flow velocity, +so the number of iterations, and with it the run time, depends on the +terrain as well as on the number of cells. As a result, the benchmark +results may vary depending on the study area. + +

+ time for r.sim.water with different numbers of cells + speedup for r.sim.water with different numbers of cells + efficiency for r.sim.water with different numbers of cells +
+ Figure: Benchmark shows execution time, parallel speedup and + efficiency for different numbers of cells (33k, 131k and 525k); + shading shows the range of the 3 runs. +
+

EXAMPLE

This example uses the diff --git a/raster/r.sim/r.sim.water/r.sim.water.md b/raster/r.sim/r.sim.water/r.sim.water.md index 2cd3ac0421a..9dbf06f2755 100644 --- a/raster/r.sim/r.sim.water/r.sim.water.md +++ b/raster/r.sim/r.sim.water/r.sim.water.md @@ -156,20 +156,6 @@ raster maps are excluded from the simulation, the outputs are null there, and walkers that reach them leave the area. Null cells in the **infil** raster map mean no infiltration. -The figures below show how the execution time, parallel speedup and -efficiency change with the number of threads (**nprocs**) for the `elevation` -raster map of the SECREF North Carolina dataset at 4 m, 2 m and 1 m -resolution with the default number of walkers, as the mean of 3 runs on -an Intel Xeon W-2295 CPU (18 cores). See the benchmark script in the -source code for details. - -![time for r.sim.water with different numbers of cells](r_sim_water_benchmark_time.png) -![speedup for r.sim.water with different numbers of cells](r_sim_water_benchmark_speedup.png) -![efficiency for r.sim.water with different numbers of cells](r_sim_water_benchmark_efficiency.png) -*Figure: Benchmark shows execution time, parallel speedup and efficiency -for different numbers of cells (33k, 131k and 525k); shading shows the -range of the 3 runs.* - ### Manning's n for surface roughness The **man** raster map can be derived from a land cover raster with the @@ -315,6 +301,28 @@ The printed summary: } ``` +### Performance + +To enable parallel processing, the user can specify the number of +threads to be used with the **nprocs** parameter (default 1). Figures +below show benchmark results for the `elevation` raster map of the +SECREF North Carolina dataset at 4 m, 2 m and 1 m resolution with the +default number of walkers, as the mean of 3 runs on Intel® Xeon® W-2295 +CPU @ 3.00GHz × 18. See the benchmark script in the source code for +more details. + +The time step is derived from the cell size and the mean flow velocity, +so the number of iterations, and with it the run time, depends on the +terrain as well as on the number of cells. As a result, the benchmark +results may vary depending on the study area. + +![time for r.sim.water with different numbers of cells](r_sim_water_benchmark_time.png) +![speedup for r.sim.water with different numbers of cells](r_sim_water_benchmark_speedup.png) +![efficiency for r.sim.water with different numbers of cells](r_sim_water_benchmark_efficiency.png) +*Figure: Benchmark shows execution time, parallel speedup and efficiency +for different numbers of cells (33k, 131k and 525k); shading shows the +range of the 3 runs.* + ## EXAMPLE This example uses the From 184aea8c373ff0e4daafc389fa25f07c360b5b03 Mon Sep 17 00:00:00 2001 From: Vaclav Petras Date: Wed, 7 Oct 2026 13:43:05 -0400 Subject: [PATCH 6/7] r.sim.water: Remake the benchmark figures on main The figures were made with the head of OSGeo/grass#7980 before it was merged. Rerun the benchmark script on this branch merged with main, which now contains #7980 (per-walker random numbers) and #8013 (the 48-bit multiplication in a helper), with the same sizes, threads and repeats. The times agree with the earlier run within about 2 % (1 m: 113.1 s with 1 thread, 12.2 s with 16, speedup 9.3). 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EKjueum;e9( From e3db87e85bcb0e65eb9d1d2932cbd7b095021960 Mon Sep 17 00:00:00 2001 From: Vaclav Petras Date: Wed, 7 Oct 2026 16:50:57 -0400 Subject: [PATCH 7/7] grass.benchmark: Shade the range of the runs in nprocs plots nprocs_plot() shaded the range of the runs in gray and only for time. Shade it in each line's color for time, speedup and efficiency: for speedup, over the ratios of every serial run to every run with the given nprocs, and for efficiency, that divided by nprocs. The range is computed by nprocs_ranges(), which returns None for results without all_times, so such results are plotted again instead of failing. Add figsize and dpi so that figures for the documentation can be made at a higher resolution, and close the figure after saving it. The default title for time was never set because the metric was compared with "times". The subpackage is experimental; say in its documentation that it is changed together with the benchmarks which need more from it. The r.sim.water benchmark now plots with nprocs_plot() instead of its own matplotlib code; its figures are redrawn from the same results. Written with the help of Claude Code. --- python/grass/benchmark/__init__.py | 3 + python/grass/benchmark/plots.py | 59 ++++++++++++-- .../tests/grass_benchmark_plots_test.py | 74 ++++++++++++++++++ .../benchmark/benchmark_r_sim_water_nprocs.py | 60 +++----------- .../r_sim_water_benchmark_efficiency.png | Bin 35607 -> 35746 bytes .../r_sim_water_benchmark_speedup.png | Bin 30734 -> 30634 bytes .../r_sim_water_benchmark_time.png | Bin 22320 -> 23476 bytes 7 files changed, 139 insertions(+), 57 deletions(-) create mode 100644 python/grass/benchmark/tests/grass_benchmark_plots_test.py diff --git a/python/grass/benchmark/__init__.py b/python/grass/benchmark/__init__.py index c69d29f7d2c..56b25a024c4 100644 --- a/python/grass/benchmark/__init__.py +++ b/python/grass/benchmark/__init__.py @@ -11,6 +11,9 @@ """Benchmarking for GRASS modules This subpackage of the grass package is experimental and the API can change anytime. +When a benchmark of a tool needs more than the subpackage offers, for example an +option of a plot, the subpackage is changed together with the benchmark, typically +in the same pull request. The API of the package is defined by what is imported in the top-level ``__init__.py`` file of the subpackage. diff --git a/python/grass/benchmark/plots.py b/python/grass/benchmark/plots.py index 3577334d958..8286f6deb6a 100644 --- a/python/grass/benchmark/plots.py +++ b/python/grass/benchmark/plots.py @@ -32,7 +32,41 @@ def get_pyplot(to_file): return plt -def nprocs_plot(results, filename=None, title=None, metric="time"): +def nprocs_ranges(result, metric): + """Return the lowest and highest values of a metric for each nprocs. + + The range of time is the fastest and the slowest run. The range of + speedup spans the ratios of every serial run to every run with the given + nprocs; efficiency is that divided by nprocs. The serial runs are those + with nprocs 1, or with the smallest nprocs when there is no 1. At that + nprocs, speedup and efficiency are 1 by definition, so the range is + empty there. + + Returns None when the result has no *all_times*. + """ + all_times = getattr(result, "all_times", None) + if not all_times: + return None + if metric == "time": + return [min(t) for t in all_times], [max(t) for t in all_times] + serial_index = result.nprocs.index(min(result.nprocs)) + serial = all_times[serial_index] + lows, highs = [], [] + for i, (nprocs, times) in enumerate(zip(result.nprocs, all_times, strict=True)): + if i == serial_index: + low = high = 1 + else: + low, high = min(serial) / max(times), max(serial) / min(times) + if metric == "efficiency": + low, high = low / nprocs, high / nprocs + lows.append(low) + highs.append(high) + return lows, highs + + +def nprocs_plot( + results, filename=None, title=None, metric="time", figsize=None, dpi=None +): """Plot results from a multiple nprocs (thread) benchmarks. *results* is a list of individual results from separate benchmarks. @@ -48,31 +82,39 @@ def nprocs_plot(results, filename=None, title=None, metric="time"): Optionally, result can have an *all_times* attribute which is a list of lists. One sublist is all times recorded for each value of nprocs. + With it, the range of the runs is shaded around each line in the line's + color, see :func:`nprocs_ranges`. Each result can come with a different list of nprocs, i.e., benchmarks which used different values for nprocs can be combined in one plot. + + *figsize* (width and height in inches) and *dpi* are passed to + matplotlib; the size of a saved image in pixels is their product. """ ylabel = "" plt = get_pyplot(to_file=bool(filename)) - _, axes = plt.subplots() + _, axes = plt.subplots(figsize=figsize, dpi=dpi) x_ticks = set() # gather x values for result in results: x = result.nprocs x_ticks.update(x) if metric == "time": - mins = [min(i) for i in result.all_times] - maxes = [max(i) for i in result.all_times] - plt.plot(x, result.times, label=result.label) - plt.fill_between(x, mins, maxes, color="gray", alpha=0.3) + values = result.times ylabel = "Time [s]" elif metric in {"speedup", "efficiency"}: + values = getattr(result, metric) ylabel = metric.title() - plt.plot(x, getattr(result, metric), label=result.label) else: msg = f"Invalid metric '{metric}' in result, it should be:\ 'time', 'speedup' or 'efficiency'" raise ValueError(msg) + (line,) = plt.plot(x, values, label=result.label) + ranges = nprocs_ranges(result, metric) + if ranges: + plt.fill_between( + x, *ranges, color=line.get_color(), alpha=0.25, linewidth=0 + ) plt.legend() # If there is not many x values, show ticks for each, but use default # ticks when there is a lot of x values. @@ -88,12 +130,13 @@ def nprocs_plot(results, filename=None, title=None, metric="time"): plt.ylabel(ylabel) if title: plt.title(title) - elif metric == "times": + elif metric == "time": plt.title("Execution time by processing elements") elif metric in {"speedup", "efficiency"}: plt.title(f"{metric.title()} by processing elements") if filename: plt.savefig(filename) + plt.close() else: plt.show() diff --git a/python/grass/benchmark/tests/grass_benchmark_plots_test.py b/python/grass/benchmark/tests/grass_benchmark_plots_test.py new file mode 100644 index 00000000000..f2dbbf11320 --- /dev/null +++ b/python/grass/benchmark/tests/grass_benchmark_plots_test.py @@ -0,0 +1,74 @@ +"""Tests of the nprocs plot and its ranges in grass.benchmark""" + +from types import SimpleNamespace + +import pytest + +from grass.benchmark import nprocs_plot +from grass.benchmark.plots import nprocs_ranges + + +def make_result(nprocs, all_times, label="test"): + times = [sum(t) / len(t) for t in all_times] + return SimpleNamespace( + nprocs=nprocs, + all_times=all_times, + times=times, + speedup=[times[0] / t for t in times], + efficiency=[times[0] / (n * t) for n, t in zip(nprocs, times, strict=True)], + label=label, + ) + + +def test_time_range_is_min_max_of_runs(): + result = make_result([1, 2], [[10.0, 12.0, 11.0], [6.0, 5.0, 7.0]]) + assert nprocs_ranges(result, "time") == ([10.0, 5.0], [12.0, 7.0]) + + +def test_speedup_range_spans_ratios_of_serial_to_parallel_runs(): + result = make_result([1, 2], [[10.0, 12.0], [5.0, 6.0]]) + lows, highs = nprocs_ranges(result, "speedup") + assert lows == [1, 10.0 / 6.0] + assert highs == [1, 12.0 / 5.0] + + +def test_efficiency_range_is_speedup_range_per_thread(): + result = make_result([1, 4], [[8.0, 12.0], [2.0, 4.0]]) + lows, highs = nprocs_ranges(result, "efficiency") + assert lows == [1, 8.0 / 4.0 / 4] + assert highs == [1, 12.0 / 2.0 / 4] + + +def test_serial_is_smallest_nprocs(): + result = make_result([2, 4], [[6.0, 6.0], [3.0, 4.0]]) + lows, highs = nprocs_ranges(result, "speedup") + assert lows == [1, 6.0 / 4.0] + assert highs == [1, 6.0 / 3.0] + + +def test_no_range_without_all_times(): + result = SimpleNamespace(nprocs=[1, 2], times=[2.0, 1.0], label="test") + assert nprocs_ranges(result, "time") is None + + +@pytest.mark.parametrize("metric", ["time", "speedup", "efficiency"]) +def test_plot_file_has_requested_size(tmp_path, metric): + pytest.importorskip("matplotlib") + results = [make_result([1, 2, 4], [[4.0, 4.2], [2.1, 2.3], [1.2, 1.4]])] + filename = tmp_path / f"{metric}.png" + nprocs_plot( + results, filename=str(filename), metric=metric, figsize=(6, 4.5), dpi=50 + ) + with open(filename, "rb") as f: + header = f.read(24) + # PNG width and height are big-endian integers at bytes 16 to 24. + assert int.from_bytes(header[16:20], "big") == 300 + assert int.from_bytes(header[20:24], "big") == 225 + + +def test_plot_without_all_times(tmp_path): + pytest.importorskip("matplotlib") + results = [SimpleNamespace(nprocs=[1, 2], times=[2.0, 1.0], label="test")] + filename = tmp_path / "time.png" + nprocs_plot(results, filename=str(filename)) + assert filename.is_file() diff --git a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py index ca48d79f127..0f43b98bd35 100644 --- a/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py +++ b/raster/r.sim/r.sim.water/benchmark/benchmark_r_sim_water_nprocs.py @@ -16,14 +16,12 @@ To redo the plots from saved results without running the benchmark, pass the JSON file as an argument. -The plots show the mean of the repeated runs, shaded between the fastest -and the slowest run. For speedup and efficiency, the shading spans the -ratios of every serial run to every parallel run. +The plots show the mean of the repeated runs with the range of the runs +shaded (see grass.benchmark.nprocs_plot). @author Vaclav Petras """ -import statistics import sys from subprocess import DEVNULL @@ -53,52 +51,16 @@ def main(): def plot(results): """Plot time, speedup and efficiency with the range of the runs""" - import matplotlib as mpl # pylint: disable=import-outside-toplevel - - mpl.use("Agg") - import matplotlib.pyplot as plt # pylint: disable=import-outside-toplevel - - for metric, ylabel in [ - ("time", "Time [s]"), - ("speedup", "Speedup"), - ("efficiency", "Efficiency"), - ]: + for metric in ["time", "speedup", "efficiency"]: # Twice the 600 pixels of the documentation, shown at half the size. - fig, ax = plt.subplots(figsize=(6, 4.5), dpi=200) - for result in results: - serial = result.all_times[0] - values, lows, highs = [], [], [] - for nprocs, times in zip(result.nprocs, result.all_times, strict=True): - if metric == "time": - value, low, high = statistics.mean(times), min(times), max(times) - elif nprocs == 1: - # The speedup at one thread is 1 by definition. - value = low = high = 1 - else: - value = statistics.mean(serial) / statistics.mean(times) - low, high = min(serial) / max(times), max(serial) / min(times) - if metric == "efficiency": - value, low, high = value / nprocs, low / nprocs, high / nprocs - values.append(value) - lows.append(low) - highs.append(high) - (line,) = ax.plot(result.nprocs, values, label=result.label) - ax.fill_between( - result.nprocs, - lows, - highs, - color=line.get_color(), - alpha=0.25, - linewidth=0, - ) - ax.set_xticks(results[0].nprocs) - ax.set_xlabel("Number of threads (nprocs)") - ax.set_ylabel(ylabel) - ax.set_title(f"r.sim.water {metric}") - ax.legend() - fig.tight_layout() - fig.savefig(f"r_sim_water_benchmark_{metric}.png") - plt.close(fig) + bm.nprocs_plot( + results, + 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