diff --git a/.gitignore b/.gitignore index ae4a5d2..d73500a 100644 --- a/.gitignore +++ b/.gitignore @@ -49,3 +49,4 @@ wheelhouse .cache compile_commands.json +.asv diff --git a/asv.conf.json b/asv.conf.json new file mode 100644 index 0000000..8d92737 --- /dev/null +++ b/asv.conf.json @@ -0,0 +1,184 @@ +{ + // The version of the config file format. Do not change, unless + // you know what you are doing. + "version": 1, + + // The name of the project being benchmarked + "project": "reticula", + + // The project's homepage + "project_url": "https://reticula.network/", + + // The URL or local path of the source code repository for the + // project being benchmarked + "repo": ".", + + // The Python project's subdirectory in your repo. If missing or + // the empty string, the project is assumed to be located at the root + // of the repository. + // "repo_subdir": "", + + // Customizable commands for building the project. + // See asv.conf.json documentation. + // To build the package using pyproject.toml (PEP518), uncomment the following lines + "build_command": [ + "python -m pip wheel -v -w {build_cache_dir} {build_dir}" + ], + + // Customizable commands for installing and uninstalling the project. + // See asv.conf.json documentation. + // "install_command": ["in-dir={env_dir} python -mpip install {wheel_file}"], + // "uninstall_command": ["return-code=any python -mpip uninstall -y {project}"], + + "branches": ["main"], // for git + + // The DVCS being used. If not set, it will be automatically + // determined from "repo" by looking at the protocol in the URL + // (if remote), or by looking for special directories, such as + // ".git" (if local). + // "dvcs": "git", + + // The tool to use to create environments. May be "conda", + // "virtualenv", "mamba" (above 3.8) + // or other value depending on the plugins in use. + // If missing or the empty string, the tool will be automatically + // determined by looking for tools on the PATH environment + // variable. + "environment_type": "virtualenv", + + // timeout in seconds for installing any dependencies in environment + // defaults to 10 min + //"install_timeout": 600, + + // the base URL to show a commit for the project. + "show_commit_url": "http://github.com/reticula-network/reticula-python/commit/", + + // The Pythons you'd like to test against. If not provided, defaults + // to the current version of Python used to run `asv`. + // "pythons": ["3.8", "3.12"], + + // The list of conda channel names to be searched for benchmark + // dependency packages in the specified order + // "conda_channels": ["conda-forge", "defaults"], + + // A conda environment file that is used for environment creation. + // "conda_environment_file": "environment.yml", + + // The matrix of dependencies to test. Each key of the "req" + // requirements dictionary is the name of a package (in PyPI) and + // the values are version numbers. An empty list or empty string + // indicates to just test against the default (latest) + // version. null indicates that the package is to not be + // installed. If the package to be tested is only available from + // PyPi, and the 'environment_type' is conda, then you can preface + // the package name by 'pip+', and the package will be installed + // via pip (with all the conda available packages installed first, + // followed by the pip installed packages). + // + // The ``@env`` and ``@env_nobuild`` keys contain the matrix of + // environment variables to pass to build and benchmark commands. + // An environment will be created for every combination of the + // cartesian product of the "@env" variables in this matrix. + // Variables in "@env_nobuild" will be passed to every environment + // during the benchmark phase, but will not trigger creation of + // new environments. A value of ``null`` means that the variable + // will not be set for the current combination. + // + // "matrix": { + // "req": { + // "numpy": ["1.6", "1.7"], + // "six": ["", null], // test with and without six installed + // "pip+emcee": [""] // emcee is only available for install with pip. + // }, + // "env": {"ENV_VAR_1": ["val1", "val2"]}, + // "env_nobuild": {"ENV_VAR_2": ["val3", null]}, + // }, + + // Combinations of libraries/python versions can be excluded/included + // from the set to test. Each entry is a dictionary containing additional + // key-value pairs to include/exclude. + // + // An exclude entry excludes entries where all values match. The + // values are regexps that should match the whole string. + // + // An include entry adds an environment. Only the packages listed + // are installed. The 'python' key is required. The exclude rules + // do not apply to includes. + // + // In addition to package names, the following keys are available: + // + // - python + // Python version, as in the *pythons* variable above. + // - environment_type + // Environment type, as above. + // - sys_platform + // Platform, as in sys.platform. Possible values for the common + // cases: 'linux2', 'win32', 'cygwin', 'darwin'. + // - req + // Required packages + // - env + // Environment variables + // - env_nobuild + // Non-build environment variables + // + // "exclude": [ + // {"python": "3.2", "sys_platform": "win32"}, // skip py3.2 on windows + // {"environment_type": "conda", "req": {"six": null}}, // don't run without six on conda + // {"env": {"ENV_VAR_1": "val2"}}, // skip val2 for ENV_VAR_1 + // ], + // + // "include": [ + // // additional env for python3.12 + // {"python": "3.12", "req": {"numpy": "1.26"}, "env_nobuild": {"FOO": "123"}}, + // // additional env if run on windows+conda + // {"platform": "win32", "environment_type": "conda", "python": "3.12", "req": {"libpython": ""}}, + // ], + + // The directory (relative to the current directory) that benchmarks are + // stored in. If not provided, defaults to "benchmarks" + // "benchmark_dir": "benchmarks", + + // The directory (relative to the current directory) to cache the Python + // environments in. If not provided, defaults to "env" + "env_dir": ".asv/env", + + // The directory (relative to the current directory) that raw benchmark + // results are stored in. If not provided, defaults to "results". + "results_dir": ".asv/results", + + // The directory (relative to the current directory) that the html tree + // should be written to. If not provided, defaults to "html". + "html_dir": ".asv/html", + + // The number of characters to retain in the commit hashes. + // "hash_length": 8, + + // `asv` will cache results of the recent builds in each + // environment, making them faster to install next time. This is + // the number of builds to keep, per environment. + // "build_cache_size": 2, + + // The commits after which the regression search in `asv publish` + // should start looking for regressions. Dictionary whose keys are + // regexps matching to benchmark names, and values corresponding to + // the commit (exclusive) after which to start looking for + // regressions. The default is to start from the first commit + // with results. If the commit is `null`, regression detection is + // skipped for the matching benchmark. + // + // "regressions_first_commits": { + // "some_benchmark": "352cdf", // Consider regressions only after this commit + // "another_benchmark": null, // Skip regression detection altogether + // }, + + // The thresholds for relative change in results, after which `asv + // publish` starts reporting regressions. Dictionary of the same + // form as in ``regressions_first_commits``, with values + // indicating the thresholds. If multiple entries match, the + // maximum is taken. If no entry matches, the default is 5%. + // + // "regressions_thresholds": { + // "some_benchmark": 0.01, // Threshold of 1% + // "another_benchmark": 0.5, // Threshold of 50% + // }, +} diff --git a/benchmarks/__init__.py b/benchmarks/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/benchmarks/ba_sequence.json b/benchmarks/ba_sequence.json new file mode 100644 index 0000000..f7af63c --- /dev/null +++ b/benchmarks/ba_sequence.json @@ -0,0 +1 @@ +[4, 3, 3, 3, 3, 4, 4, 9, 4, 4, 4, 6, 14, 5, 5, 3, 3, 5, 5, 3, 16, 4, 3, 3, 4, 3, 5, 5, 5, 11, 3, 5, 4, 7, 3, 3, 4, 4, 6, 3, 4, 15, 4, 5, 5, 3, 9, 4, 3, 4, 6, 5, 3, 3, 10, 4, 4, 5, 3, 4, 3, 3, 20, 3, 7, 8, 15, 4, 3, 3, 4, 3, 3, 6, 4, 3, 4, 3, 7, 4, 5, 4, 4, 4, 9, 3, 7, 3, 3, 5, 3, 10, 5, 3, 7, 4, 4, 5, 6, 5, 3, 4, 5, 52, 5, 3, 8, 12, 4, 10, 6, 3, 4, 4, 6, 3, 3, 4, 4, 7, 4, 4, 14, 4, 4, 5, 4, 7, 5, 3, 7, 3, 8, 8, 129, 9, 3, 4, 7, 7, 23, 3, 3, 4, 3, 4, 109, 3, 4, 4, 150, 3, 14, 4, 4, 3, 4, 6, 3, 3, 3, 5, 4, 5, 3, 23, 13, 6, 4, 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3, 3, 4, 3, 4, 5, 3, 7, 3, 4, 7, 3, 9, 6, 5, 5, 22, 4, 3, 4, 3, 3, 4, 10, 5, 3, 5, 5, 3, 17, 6, 7, 3, 5, 3, 4, 5, 5, 3, 8, 3, 8, 3, 4, 3, 3, 6, 9, 9, 4, 3, 3, 7, 3, 3, 3, 4, 80, 4, 3, 11, 6, 3, 3, 3, 4, 3, 20, 4, 3, 3, 4, 5, 3, 6, 10, 3, 3, 6, 3, 3, 3, 3, 3, 4, 10, 62, 5, 10, 13, 3, 4, 5, 25, 5, 4, 3, 3, 17, 3, 4, 8, 4, 3, 4, 3, 4, 3, 7, 4, 3, 4, 6, 5, 3, 3, 51, 3, 5, 3, 5, 4, 3, 6, 5, 3, 4, 4, 3, 3, 4, 4, 6, 4, 4, 13, 3, 3, 4, 5, 4, 6, 3, 5, 3, 3, 7, 3, 4, 3, 4, 8, 3, 6, 3, 5, 8, 5, 5, 9, 3, 5, 10, 3, 3, 6, 51, 5, 5, 7, 3, 3, 3, 4, 5, 4, 3, 3, 4, 3, 6, 3, 3, 5, 12, 5, 3, 3, 3, 3, 14, 10, 6, 3, 4, 10, 4, 4, 4, 3, 3, 3, 3, 10, 6, 14, 8, 3, 3, 6, 5, 6, 6, 3, 6, 5, 5, 6, 4, 17, 3, 13, 4, 3, 7, 5, 3, 3, 3, 4, 5, 3, 3, 3, 28, 3, 3, 8, 5, 3, 4, 4, 8, 20, 9, 3, 4, 22, 3, 4, 18, 11, 4, 12, 3, 3, 5, 5, 3, 5, 3, 10, 4, 5, 4, 3, 8, 4, 13, 3, 8, 3, 5, 3, 3, 17, 3, 9, 7, 3, 3, 4, 3, 7, 8, 5, 10, 3, 6, 4, 4, 3, 5, 4, 3, 3, 18, 3, 3, 17, 3, 3, 7, 3, 7, 12, 7, 3, 3, 4, 4, 5, 6, 13, 3, 6, 5, 4, 4, 3, 3, 3, 7, 22, 6, 5, 10, 4, 5, 4, 6, 3, 3, 4, 8, 6, 4, 5, 3, 7, 5, 10, 5, 3, 3, 3, 6, 6, 16, 12, 7, 5, 12, 9, 8, 8, 3, 7, 6, 3, 3, 5, 3, 3, 4, 5, 4, 3, 3, 3, 3, 5, 4, 10, 10, 3, 6, 7, 10, 4, 3] \ No newline at end of file diff --git a/benchmarks/module.py b/benchmarks/module.py new file mode 100644 index 0000000..b0b39a5 --- /dev/null +++ b/benchmarks/module.py @@ -0,0 +1,9 @@ +class ModuleImport: + """ + Benchmark total import time. + """ + + def timeraw_import_reticula(self): + return """ + import reticula + """ diff --git a/benchmarks/static.py b/benchmarks/static.py new file mode 100644 index 0000000..42b2c84 --- /dev/null +++ b/benchmarks/static.py @@ -0,0 +1,123 @@ +import reticula as ret + +import random +import json +import pathlib + + +class Construction: + """ + Benchmarking the construction and basic operation of static graphs. + """ + + def setup(self): + self.n = 2**16 + k = 32 + self.g = ret.regular_ring_lattice[ret.int64](size=self.n, degree=k) + self.verts = list(self.g.vertices()) + + self.edges = list(self.g.edges()) + self.tuples = [] + for e in self.edges: + verts = e.incident_verts() + self.tuples.append((verts[0], verts[-1])) + + rand = random.Random(42) + + self.shuffled_edges = rand.sample(self.edges, k=len(self.edges)) + self.shuffled_tuples = [] + for e in self.shuffled_edges: + verts = e.incident_verts() + if rand.random() > 0.5: + self.shuffled_tuples.append((verts[0], verts[-1])) + else: + self.shuffled_tuples.append((verts[-1], verts[0])) + + def time_copy_construction(self): + ret.undirected_network[ret.int64](self.g) + + def time_tuple_construction(self): + ret.undirected_network[ret.int64]( + verts=self.verts, edges=self.tuples) + + def time_shuffled_tuple_construction(self): + ret.undirected_network[ret.int64]( + verts=self.verts, edges=self.shuffled_tuples) + + def time_edge_obj_construction(self): + ret.undirected_network[ret.int64]( + verts=self.verts, edges=self.edges) + + def time_shuffled_edge_obj_construction(self): + ret.undirected_network[ret.int64]( + verts=self.verts, edges=self.shuffled_edges) + + +class Graphicallity: + def setup(self): + base_path = pathlib.Path(__file__).parent + with open(base_path / "ba_sequence.json") as f: + self.ba_sequence = json.load(f) + + def time_is_graphic(self): + ret.is_graphic(self.ba_sequence) + + +class Algorithms: + def setup(self): + self.n = 2**16 + k = 32 + self.g = ret.regular_ring_lattice[ret.int64](size=self.n, degree=k) + self.g_isolated = ret.undirected_network[ret.int64]( + edges=[], verts=range(self.n)) + + def time_degree(self): + ret.degree(self.g, 12) + + def time_degree_sequence(self): + ret.degree_sequence(self.g) + + def time_density(self): + ret.density(self.g) + + def time_assortativity(self): + ret.degree_assortativity(self.g) + + def time_attribute_assortativity_lambda(self): + ret.attribute_assortativity(self.g, lambda x: x) + + def time_connected_component(self): + ret.connected_component(self.g, 12) + + def time_connected_component_isolated(self): + ret.connected_component(self.g_isolated, 12) + + def time_connected_components(self): + ret.connected_components(self.g) + + def time_connected_components_isolated(self): + ret.connected_components(self.g_isolated) + + def time_is_connected(self): + ret.is_connected(self.g) + + def time_is_connected_isolated(self): + ret.is_connected(self.g_isolated) + + def time_largest_connected_component(self): + ret.largest_connected_component(self.g) + + def time_largest_connected_component_isolated(self): + ret.largest_connected_component(self.g_isolated) + + def time_is_reachable(self): + ret.is_reachable(self.g, 0, self.n//2) + + def time_is_reachable_isolated(self): + ret.is_reachable(self.g_isolated, 0, self.n//2) + + def time_shortest_path_lengths_from(self): + ret.shortest_path_lengths_from(self.g, 0) + + def time_shortest_path_lengths_to(self): + ret.shortest_path_lengths_to(self.g, 0) diff --git a/benchmarks/temporal.py b/benchmarks/temporal.py new file mode 100644 index 0000000..bdb4a12 --- /dev/null +++ b/benchmarks/temporal.py @@ -0,0 +1,78 @@ +import reticula as ret + +import random + + +class Constrction: + """ + Benchmarking the construction and basic operation of temporal networks. + """ + + def setup(self): + self.n = 2**11 + rate = 16/self.n + max_t = 128 + gen = ret.mersenne_twister(42) + self.g = ret.random_fully_mixed_temporal_network[ret.int64]( + size=self.n, rate=rate, max_t=max_t, random_state=gen) + self.verts = list(self.g.vertices()) + + self.edges = list(self.g.edges()) + self.tuples = [] + for e in self.edges: + verts = e.incident_verts() + self.tuples.append((verts[0], verts[-1], e.cause_time())) + + rand = random.Random(42) + self.shuffled_edges = rand.sample(self.edges, k=len(self.edges)) + self.shuffled_tuples = [] + for e in self.shuffled_edges: + verts = e.incident_verts() + if rand.random() > 0.5: + self.shuffled_tuples.append( + (verts[0], verts[-1], e.cause_time())) + else: + self.shuffled_tuples.append( + (verts[-1], verts[0], e.cause_time())) + + def time_copy_construction(self): + ret.undirected_temporal_network[ret.int64, ret.double](self.g) + + def time_tuple_construction(self): + ret.undirected_temporal_network[ret.int64, ret.double]( + verts=self.verts, edges=self.tuples) + + def time_shuffled_tuple_construction(self): + ret.undirected_temporal_network[ret.int64, ret.double]( + verts=self.verts, edges=self.shuffled_tuples) + + def time_edge_obj_construction(self): + ret.undirected_temporal_network[ret.int64, ret.double]( + verts=self.verts, edges=self.edges) + + def time_shuffled_edge_obj_construction(self): + ret.undirected_temporal_network[ret.int64, ret.double]( + verts=self.verts, edges=self.shuffled_edges) + + +class Algorithms: + def setup(self): + n = 2**11 + rate = 16/n + max_t = 128 + gen = ret.mersenne_twister(42) + self.g = ret.random_fully_mixed_temporal_network[ret.int64]( + size=n, rate=rate, max_t=max_t, random_state=gen) + self.link = ret.undirected_edge[ret.int64](0, 1) + + def time_time_window(self): + ret.time_window(self.g) + + def time_static_projection(self): + ret.static_projection(self.g) + + def time_link_timeline(self): + ret.link_timeline(self.g, self.link) + + def time_link_timelines(self): + ret.link_timelines(self.g)