diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index c2f5f531c..7b55a6a4e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -30,8 +30,8 @@ repos: exclude: 'test_oauth.py' - id: trailing-whitespace -- repo: https://github.com/ambv/black - rev: 19.3b0 +- repo: https://github.com/psf/black-pre-commit-mirror + rev: 25.12.0 hooks: - id: black name: black diff --git a/benchmarks/benchmarks/compute.py b/benchmarks/benchmarks/compute.py index c4bd1ae84..f64c56df7 100644 --- a/benchmarks/benchmarks/compute.py +++ b/benchmarks/benchmarks/compute.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import copy import timeit diff --git a/benchmarks/benchmarks/emd.py b/benchmarks/benchmarks/emd.py index 6cf232edd..d98d6817b 100644 --- a/benchmarks/benchmarks/emd.py +++ b/benchmarks/benchmarks/emd.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import os @@ -16,10 +17,11 @@ """ + def load_repertoire(name): """Load an array of repertoires in ./data/emd/.""" root = os.path.abspath(os.path.dirname(__file__)) - filename = os.path.join(root, 'data', 'emd', name) + filename = os.path.join(root, "data", "emd", name) return np.load(filename) @@ -31,6 +33,7 @@ def generate_repertoire(): class BenchmarkEmdRandom: """Benchmark EMD on random repertoires.""" + timeout = 100 def setup(self): @@ -50,11 +53,12 @@ class BenchmarkEmdRule152: The data is the first 100,000 repertoires encountered when computing ``big_phi`` for the network. """ + timeout = 100 def setup(self): - self.d1 = load_repertoire('1.npy') - self.d2 = load_repertoire('2.npy') + self.d1 = load_repertoire("1.npy") + self.d2 = load_repertoire("2.npy") def time_effect_emd(self): for d1, d2 in zip(self.d1, self.d2): diff --git a/benchmarks/benchmarks/subsystem.py b/benchmarks/benchmarks/subsystem.py index cb3a278eb..859ae3cf2 100644 --- a/benchmarks/benchmarks/subsystem.py +++ b/benchmarks/benchmarks/subsystem.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import copy from pyphi import Subsystem, compute, config, examples @@ -49,7 +50,7 @@ def clear_network_caches(network): network.purview_cache = {} -class BenchmarkSubsystem(): +class BenchmarkSubsystem: def setup(self): # 7-node network @@ -104,7 +105,7 @@ def time_potential_purviews_with_cache(self): class BenchmarkEmdApproximation: - params = ['emd', 'l1'] + params = ["emd", "l1"] number = 1 repeat = 1 @@ -116,9 +117,9 @@ def setup(self, distance): self.default_config = copy.copy(config.__dict__) - if distance == 'emd': + if distance == "emd": config.L1_DISTANCE_APPROXIMATION = False - elif distance == 'l1': + elif distance == "l1": config.L1_DISTANCE_APPROXIMATION = True else: raise ValueError(distance) diff --git a/benchmarks/benchmarks/utils.py b/benchmarks/benchmarks/utils.py index 37c5f63b6..62ddf4065 100644 --- a/benchmarks/benchmarks/utils.py +++ b/benchmarks/benchmarks/utils.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from pyphi import utils @@ -7,7 +8,8 @@ [1, 1, 0, 0, 0], [0, 0, 0, 1, 0], [0, 0, 1, 1, 1], - [1, 0, 0, 1, 1]] + [1, 0, 0, 1, 1], +] cm1 = [ [0, 1, 1, 0, 1, 0, 0], @@ -16,7 +18,8 @@ [0, 1, 0, 1, 1, 0, 0], [0, 0, 0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 1, 1], - [0, 0, 0, 0, 0, 1, 1]] + [0, 0, 0, 0, 0, 1, 1], +] cm2 = [ [1, 1, 0, 0, 0, 0, 0, 1], @@ -26,7 +29,8 @@ [0, 0, 0, 1, 1, 1, 0, 0], [0, 0, 0, 0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 1, 1, 1], - [1, 0, 0, 0, 0, 0, 1, 1]] + [1, 0, 0, 0, 0, 0, 1, 1], +] cm3 = [[1] * 16] * 16 @@ -34,7 +38,7 @@ matrices = [cm0, cm1, cm2, cm3] -class BenchmarkBlockCm(): +class BenchmarkBlockCm: params = [0, 1, 2, 3] @@ -45,19 +49,18 @@ def time_block_cm(self, m): utils.block_cm(self.cm) -class BenchmarkReducibility(): +class BenchmarkReducibility: - params = [[0, 1, 2, 3], ['block', 'full']] - param_names = ['cm', 'type'] + params = [[0, 1, 2, 3], ["block", "full"]] + param_names = ["cm", "type"] def setup(self, m, _type): self.cm = np.array(matrices[m]) def time_reducibility(self, m, _type): - idxs = (tuple(range(self.cm.shape[0])), - tuple(range(self.cm.shape[1]))) + idxs = (tuple(range(self.cm.shape[0])), tuple(range(self.cm.shape[1]))) - if _type == 'block': + if _type == "block": utils.block_reducible(self.cm, *idxs) - elif _type == 'full': + elif _type == "full": utils.fully_connected(self.cm, *idxs) diff --git a/benchmarks/time_emd.py b/benchmarks/time_emd.py index f5b49111a..72b0f0535 100644 --- a/benchmarks/time_emd.py +++ b/benchmarks/time_emd.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import random import timeit from collections import defaultdict @@ -21,277 +22,282 @@ # TODO: move this from `test.example_networks` to `pyphi.examples`? # ===================================================================== + def eight_node(cm=False): """Eight-node network.""" - tpm = np.array([ - [0, 0, 0, 0, 0, 0, 0, 0], - [0, 0, 0, 0, 0, 0, 0, 1], - [1, 0, 0, 0, 0, 0, 0, 0], - [1, 1, 0, 0, 0, 0, 0, 1], - [0, 1, 0, 0, 0, 0, 0, 0], - [0, 1, 0, 0, 0, 0, 0, 1], - [1, 1, 1, 0, 0, 0, 0, 0], - [1, 0, 1, 0, 0, 0, 0, 1], - [0, 0, 1, 0, 0, 0, 0, 0], - [0, 0, 1, 0, 0, 0, 0, 1], - [1, 0, 1, 0, 0, 0, 0, 0], - [1, 1, 1, 0, 0, 0, 0, 1], - [0, 1, 1, 1, 0, 0, 0, 0], - [0, 1, 1, 1, 0, 0, 0, 1], - [1, 1, 0, 1, 0, 0, 0, 0], - [1, 0, 0, 1, 0, 0, 0, 1], - [0, 0, 0, 1, 0, 0, 0, 0], - [0, 0, 0, 1, 0, 0, 0, 1], - [1, 0, 0, 1, 0, 0, 0, 0], - [1, 1, 0, 1, 0, 0, 0, 1], - [0, 1, 0, 1, 0, 0, 0, 0], - [0, 1, 0, 1, 0, 0, 0, 1], - [1, 1, 1, 1, 0, 0, 0, 0], - [1, 0, 1, 1, 0, 0, 0, 1], - [0, 0, 1, 1, 1, 0, 0, 0], - [0, 0, 1, 1, 1, 0, 0, 1], - [1, 0, 1, 1, 1, 0, 0, 0], - [1, 1, 1, 1, 1, 0, 0, 1], - [0, 1, 1, 0, 1, 0, 0, 0], - [0, 1, 1, 0, 1, 0, 0, 1], - [1, 1, 0, 0, 1, 0, 0, 0], - [1, 0, 0, 0, 1, 0, 0, 1], - [0, 0, 0, 0, 1, 0, 0, 0], - [0, 0, 0, 0, 1, 0, 0, 1], - [1, 0, 0, 0, 1, 0, 0, 0], - [1, 1, 0, 0, 1, 0, 0, 1], - [0, 1, 0, 0, 1, 0, 0, 0], - [0, 1, 0, 0, 1, 0, 0, 1], - [1, 1, 1, 0, 1, 0, 0, 0], - [1, 0, 1, 0, 1, 0, 0, 1], - [0, 0, 1, 0, 1, 0, 0, 0], - [0, 0, 1, 0, 1, 0, 0, 1], - [1, 0, 1, 0, 1, 0, 0, 0], - [1, 1, 1, 0, 1, 0, 0, 1], - [0, 1, 1, 1, 1, 0, 0, 0], - [0, 1, 1, 1, 1, 0, 0, 1], - [1, 1, 0, 1, 1, 0, 0, 0], - [1, 0, 0, 1, 1, 0, 0, 1], - [0, 0, 0, 1, 1, 1, 0, 0], - [0, 0, 0, 1, 1, 1, 0, 1], - [1, 0, 0, 1, 1, 1, 0, 0], - [1, 1, 0, 1, 1, 1, 0, 1], - [0, 1, 0, 1, 1, 1, 0, 0], - [0, 1, 0, 1, 1, 1, 0, 1], - [1, 1, 1, 1, 1, 1, 0, 0], - [1, 0, 1, 1, 1, 1, 0, 1], - [0, 0, 1, 1, 0, 1, 0, 0], - [0, 0, 1, 1, 0, 1, 0, 1], - [1, 0, 1, 1, 0, 1, 0, 0], - [1, 1, 1, 1, 0, 1, 0, 1], - [0, 1, 1, 0, 0, 1, 0, 0], - [0, 1, 1, 0, 0, 1, 0, 1], - [1, 1, 0, 0, 0, 1, 0, 0], - [1, 0, 0, 0, 0, 1, 0, 1], - [0, 0, 0, 0, 0, 1, 0, 0], - [0, 0, 0, 0, 0, 1, 0, 1], - [1, 0, 0, 0, 0, 1, 0, 0], - [1, 1, 0, 0, 0, 1, 0, 1], - [0, 1, 0, 0, 0, 1, 0, 0], - [0, 1, 0, 0, 0, 1, 0, 1], - [1, 1, 1, 0, 0, 1, 0, 0], - [1, 0, 1, 0, 0, 1, 0, 1], - [0, 0, 1, 0, 0, 1, 0, 0], - [0, 0, 1, 0, 0, 1, 0, 1], - [1, 0, 1, 0, 0, 1, 0, 0], - [1, 1, 1, 0, 0, 1, 0, 1], - [0, 1, 1, 1, 0, 1, 0, 0], - [0, 1, 1, 1, 0, 1, 0, 1], - [1, 1, 0, 1, 0, 1, 0, 0], - [1, 0, 0, 1, 0, 1, 0, 1], - [0, 0, 0, 1, 0, 1, 0, 0], - [0, 0, 0, 1, 0, 1, 0, 1], - [1, 0, 0, 1, 0, 1, 0, 0], - [1, 1, 0, 1, 0, 1, 0, 1], - [0, 1, 0, 1, 0, 1, 0, 0], - [0, 1, 0, 1, 0, 1, 0, 1], - [1, 1, 1, 1, 0, 1, 0, 0], - [1, 0, 1, 1, 0, 1, 0, 1], - [0, 0, 1, 1, 1, 1, 0, 0], - [0, 0, 1, 1, 1, 1, 0, 1], - [1, 0, 1, 1, 1, 1, 0, 0], - [1, 1, 1, 1, 1, 1, 0, 1], - [0, 1, 1, 0, 1, 1, 0, 0], - [0, 1, 1, 0, 1, 1, 0, 1], - [1, 1, 0, 0, 1, 1, 0, 0], - [1, 0, 0, 0, 1, 1, 0, 1], - [0, 0, 0, 0, 1, 1, 1, 0], - [0, 0, 0, 0, 1, 1, 1, 1], - [1, 0, 0, 0, 1, 1, 1, 0], - [1, 1, 0, 0, 1, 1, 1, 1], - [0, 1, 0, 0, 1, 1, 1, 0], - [0, 1, 0, 0, 1, 1, 1, 1], - [1, 1, 1, 0, 1, 1, 1, 0], - [1, 0, 1, 0, 1, 1, 1, 1], - [0, 0, 1, 0, 1, 1, 1, 0], - [0, 0, 1, 0, 1, 1, 1, 1], - [1, 0, 1, 0, 1, 1, 1, 0], - [1, 1, 1, 0, 1, 1, 1, 1], - [0, 1, 1, 1, 1, 1, 1, 0], - [0, 1, 1, 1, 1, 1, 1, 1], - [1, 1, 0, 1, 1, 1, 1, 0], - [1, 0, 0, 1, 1, 1, 1, 1], - [0, 0, 0, 1, 1, 0, 1, 0], - [0, 0, 0, 1, 1, 0, 1, 1], - [1, 0, 0, 1, 1, 0, 1, 0], - [1, 1, 0, 1, 1, 0, 1, 1], - [0, 1, 0, 1, 1, 0, 1, 0], - [0, 1, 0, 1, 1, 0, 1, 1], - [1, 1, 1, 1, 1, 0, 1, 0], - [1, 0, 1, 1, 1, 0, 1, 1], - [0, 0, 1, 1, 0, 0, 1, 0], - [0, 0, 1, 1, 0, 0, 1, 1], - [1, 0, 1, 1, 0, 0, 1, 0], - [1, 1, 1, 1, 0, 0, 1, 1], - [0, 1, 1, 0, 0, 0, 1, 0], - [0, 1, 1, 0, 0, 0, 1, 1], - [1, 1, 0, 0, 0, 0, 1, 0], - [1, 0, 0, 0, 0, 0, 1, 1], - [0, 0, 0, 0, 0, 0, 1, 0], - [1, 0, 0, 0, 0, 0, 1, 1], - [1, 0, 0, 0, 0, 0, 1, 0], - [0, 1, 0, 0, 0, 0, 1, 1], - [0, 1, 0, 0, 0, 0, 1, 0], - [1, 1, 0, 0, 0, 0, 1, 1], - [1, 1, 1, 0, 0, 0, 1, 0], - [0, 0, 1, 0, 0, 0, 1, 1], - [0, 0, 1, 0, 0, 0, 1, 0], - [1, 0, 1, 0, 0, 0, 1, 1], - [1, 0, 1, 0, 0, 0, 1, 0], - [0, 1, 1, 0, 0, 0, 1, 1], - [0, 1, 1, 1, 0, 0, 1, 0], - [1, 1, 1, 1, 0, 0, 1, 1], - [1, 1, 0, 1, 0, 0, 1, 0], - [0, 0, 0, 1, 0, 0, 1, 1], - [0, 0, 0, 1, 0, 0, 1, 0], - [1, 0, 0, 1, 0, 0, 1, 1], - [1, 0, 0, 1, 0, 0, 1, 0], - [0, 1, 0, 1, 0, 0, 1, 1], - [0, 1, 0, 1, 0, 0, 1, 0], - [1, 1, 0, 1, 0, 0, 1, 1], - [1, 1, 1, 1, 0, 0, 1, 0], - [0, 0, 1, 1, 0, 0, 1, 1], - [0, 0, 1, 1, 1, 0, 1, 0], - [1, 0, 1, 1, 1, 0, 1, 1], - [1, 0, 1, 1, 1, 0, 1, 0], - [0, 1, 1, 1, 1, 0, 1, 1], - [0, 1, 1, 0, 1, 0, 1, 0], - [1, 1, 1, 0, 1, 0, 1, 1], - [1, 1, 0, 0, 1, 0, 1, 0], - [0, 0, 0, 0, 1, 0, 1, 1], - [0, 0, 0, 0, 1, 0, 1, 0], - [1, 0, 0, 0, 1, 0, 1, 1], - [1, 0, 0, 0, 1, 0, 1, 0], - [0, 1, 0, 0, 1, 0, 1, 1], - [0, 1, 0, 0, 1, 0, 1, 0], - [1, 1, 0, 0, 1, 0, 1, 1], - [1, 1, 1, 0, 1, 0, 1, 0], - [0, 0, 1, 0, 1, 0, 1, 1], - [0, 0, 1, 0, 1, 0, 1, 0], - [1, 0, 1, 0, 1, 0, 1, 1], - [1, 0, 1, 0, 1, 0, 1, 0], - [0, 1, 1, 0, 1, 0, 1, 1], - [0, 1, 1, 1, 1, 0, 1, 0], - [1, 1, 1, 1, 1, 0, 1, 1], - [1, 1, 0, 1, 1, 0, 1, 0], - [0, 0, 0, 1, 1, 0, 1, 1], - [0, 0, 0, 1, 1, 1, 1, 0], - [1, 0, 0, 1, 1, 1, 1, 1], - [1, 0, 0, 1, 1, 1, 1, 0], - [0, 1, 0, 1, 1, 1, 1, 1], - [0, 1, 0, 1, 1, 1, 1, 0], - [1, 1, 0, 1, 1, 1, 1, 1], - [1, 1, 1, 1, 1, 1, 1, 0], - [0, 0, 1, 1, 1, 1, 1, 1], - [0, 0, 1, 1, 0, 1, 1, 0], - [1, 0, 1, 1, 0, 1, 1, 1], - [1, 0, 1, 1, 0, 1, 1, 0], - [0, 1, 1, 1, 0, 1, 1, 1], - [0, 1, 1, 0, 0, 1, 1, 0], - [1, 1, 1, 0, 0, 1, 1, 1], - [1, 1, 0, 0, 0, 1, 1, 0], - [0, 0, 0, 0, 0, 1, 1, 1], - [0, 0, 0, 0, 0, 1, 1, 1], - [1, 0, 0, 0, 0, 1, 1, 0], - [1, 0, 0, 0, 0, 1, 1, 1], - [0, 1, 0, 0, 0, 1, 1, 0], - [0, 1, 0, 0, 0, 1, 1, 1], - [1, 1, 0, 0, 0, 1, 1, 0], - [1, 1, 1, 0, 0, 1, 1, 1], - [0, 0, 1, 0, 0, 1, 1, 0], - [0, 0, 1, 0, 0, 1, 1, 1], - [1, 0, 1, 0, 0, 1, 1, 0], - [1, 0, 1, 0, 0, 1, 1, 1], - [0, 1, 1, 0, 0, 1, 1, 0], - [0, 1, 1, 1, 0, 1, 1, 1], - [1, 1, 1, 1, 0, 1, 1, 0], - [1, 1, 0, 1, 0, 1, 1, 1], - [0, 0, 0, 1, 0, 1, 1, 0], - [0, 0, 0, 1, 0, 1, 1, 1], - [1, 0, 0, 1, 0, 1, 1, 0], - [1, 0, 0, 1, 0, 1, 1, 1], - [0, 1, 0, 1, 0, 1, 1, 0], - [0, 1, 0, 1, 0, 1, 1, 1], - [1, 1, 0, 1, 0, 1, 1, 0], - [1, 1, 1, 1, 0, 1, 1, 1], - [0, 0, 1, 1, 0, 1, 1, 0], - [0, 0, 1, 1, 1, 1, 1, 1], - [1, 0, 1, 1, 1, 1, 1, 0], - [1, 0, 1, 1, 1, 1, 1, 1], - [0, 1, 1, 1, 1, 1, 1, 0], - [0, 1, 1, 0, 1, 1, 1, 1], - [1, 1, 1, 0, 1, 1, 1, 0], - [1, 1, 0, 0, 1, 1, 1, 1], - [0, 0, 0, 0, 1, 1, 1, 0], - [0, 0, 0, 0, 1, 1, 0, 1], - [1, 0, 0, 0, 1, 1, 0, 0], - [1, 0, 0, 0, 1, 1, 0, 1], - [0, 1, 0, 0, 1, 1, 0, 0], - [0, 1, 0, 0, 1, 1, 0, 1], - [1, 1, 0, 0, 1, 1, 0, 0], - [1, 1, 1, 0, 1, 1, 0, 1], - [0, 0, 1, 0, 1, 1, 0, 0], - [0, 0, 1, 0, 1, 1, 0, 1], - [1, 0, 1, 0, 1, 1, 0, 0], - [1, 0, 1, 0, 1, 1, 0, 1], - [0, 1, 1, 0, 1, 1, 0, 0], - [0, 1, 1, 1, 1, 1, 0, 1], - [1, 1, 1, 1, 1, 1, 0, 0], - [1, 1, 0, 1, 1, 1, 0, 1], - [0, 0, 0, 1, 1, 1, 0, 0], - [0, 0, 0, 1, 1, 0, 0, 1], - [1, 0, 0, 1, 1, 0, 0, 0], - [1, 0, 0, 1, 1, 0, 0, 1], - [0, 1, 0, 1, 1, 0, 0, 0], - [0, 1, 0, 1, 1, 0, 0, 1], - [1, 1, 0, 1, 1, 0, 0, 0], - [1, 1, 1, 1, 1, 0, 0, 1], - [0, 0, 1, 1, 1, 0, 0, 0], - [0, 0, 1, 1, 0, 0, 0, 1], - [1, 0, 1, 1, 0, 0, 0, 0], - [1, 0, 1, 1, 0, 0, 0, 1], - [0, 1, 1, 1, 0, 0, 0, 0], - [0, 1, 1, 0, 0, 0, 0, 1], - [1, 1, 1, 0, 0, 0, 0, 0], - [1, 1, 0, 0, 0, 0, 0, 1], - [0, 0, 0, 0, 0, 0, 0, 0] - ]) - if cm is False: - cm = np.array([ + tpm = np.array( + [ + [0, 0, 0, 0, 0, 0, 0, 0], + [0, 0, 0, 0, 0, 0, 0, 1], + [1, 0, 0, 0, 0, 0, 0, 0], [1, 1, 0, 0, 0, 0, 0, 1], + [0, 1, 0, 0, 0, 0, 0, 0], + [0, 1, 0, 0, 0, 0, 0, 1], [1, 1, 1, 0, 0, 0, 0, 0], + [1, 0, 1, 0, 0, 0, 0, 1], + [0, 0, 1, 0, 0, 0, 0, 0], + [0, 0, 1, 0, 0, 0, 0, 1], + [1, 0, 1, 0, 0, 0, 0, 0], + [1, 1, 1, 0, 0, 0, 0, 1], [0, 1, 1, 1, 0, 0, 0, 0], + [0, 1, 1, 1, 0, 0, 0, 1], + [1, 1, 0, 1, 0, 0, 0, 0], + [1, 0, 0, 1, 0, 0, 0, 1], + [0, 0, 0, 1, 0, 0, 0, 0], + [0, 0, 0, 1, 0, 0, 0, 1], + [1, 0, 0, 1, 0, 0, 0, 0], + [1, 1, 0, 1, 0, 0, 0, 1], + [0, 1, 0, 1, 0, 0, 0, 0], + [0, 1, 0, 1, 0, 0, 0, 1], + [1, 1, 1, 1, 0, 0, 0, 0], + [1, 0, 1, 1, 0, 0, 0, 1], [0, 0, 1, 1, 1, 0, 0, 0], + [0, 0, 1, 1, 1, 0, 0, 1], + [1, 0, 1, 1, 1, 0, 0, 0], + [1, 1, 1, 1, 1, 0, 0, 1], + [0, 1, 1, 0, 1, 0, 0, 0], + [0, 1, 1, 0, 1, 0, 0, 1], + [1, 1, 0, 0, 1, 0, 0, 0], + [1, 0, 0, 0, 1, 0, 0, 1], + [0, 0, 0, 0, 1, 0, 0, 0], + [0, 0, 0, 0, 1, 0, 0, 1], + [1, 0, 0, 0, 1, 0, 0, 0], + [1, 1, 0, 0, 1, 0, 0, 1], + [0, 1, 0, 0, 1, 0, 0, 0], + [0, 1, 0, 0, 1, 0, 0, 1], + [1, 1, 1, 0, 1, 0, 0, 0], + [1, 0, 1, 0, 1, 0, 0, 1], + [0, 0, 1, 0, 1, 0, 0, 0], + [0, 0, 1, 0, 1, 0, 0, 1], + [1, 0, 1, 0, 1, 0, 0, 0], + [1, 1, 1, 0, 1, 0, 0, 1], + [0, 1, 1, 1, 1, 0, 0, 0], + [0, 1, 1, 1, 1, 0, 0, 1], + [1, 1, 0, 1, 1, 0, 0, 0], + [1, 0, 0, 1, 1, 0, 0, 1], [0, 0, 0, 1, 1, 1, 0, 0], + [0, 0, 0, 1, 1, 1, 0, 1], + [1, 0, 0, 1, 1, 1, 0, 0], + [1, 1, 0, 1, 1, 1, 0, 1], + [0, 1, 0, 1, 1, 1, 0, 0], + [0, 1, 0, 1, 1, 1, 0, 1], + [1, 1, 1, 1, 1, 1, 0, 0], + [1, 0, 1, 1, 1, 1, 0, 1], + [0, 0, 1, 1, 0, 1, 0, 0], + [0, 0, 1, 1, 0, 1, 0, 1], + [1, 0, 1, 1, 0, 1, 0, 0], + [1, 1, 1, 1, 0, 1, 0, 1], + [0, 1, 1, 0, 0, 1, 0, 0], + [0, 1, 1, 0, 0, 1, 0, 1], + [1, 1, 0, 0, 0, 1, 0, 0], + [1, 0, 0, 0, 0, 1, 0, 1], + [0, 0, 0, 0, 0, 1, 0, 0], + [0, 0, 0, 0, 0, 1, 0, 1], + [1, 0, 0, 0, 0, 1, 0, 0], + [1, 1, 0, 0, 0, 1, 0, 1], + [0, 1, 0, 0, 0, 1, 0, 0], + [0, 1, 0, 0, 0, 1, 0, 1], + [1, 1, 1, 0, 0, 1, 0, 0], + [1, 0, 1, 0, 0, 1, 0, 1], + [0, 0, 1, 0, 0, 1, 0, 0], + [0, 0, 1, 0, 0, 1, 0, 1], + [1, 0, 1, 0, 0, 1, 0, 0], + [1, 1, 1, 0, 0, 1, 0, 1], + [0, 1, 1, 1, 0, 1, 0, 0], + [0, 1, 1, 1, 0, 1, 0, 1], + [1, 1, 0, 1, 0, 1, 0, 0], + [1, 0, 0, 1, 0, 1, 0, 1], + [0, 0, 0, 1, 0, 1, 0, 0], + [0, 0, 0, 1, 0, 1, 0, 1], + [1, 0, 0, 1, 0, 1, 0, 0], + [1, 1, 0, 1, 0, 1, 0, 1], + [0, 1, 0, 1, 0, 1, 0, 0], + [0, 1, 0, 1, 0, 1, 0, 1], + [1, 1, 1, 1, 0, 1, 0, 0], + [1, 0, 1, 1, 0, 1, 0, 1], + [0, 0, 1, 1, 1, 1, 0, 0], + [0, 0, 1, 1, 1, 1, 0, 1], + [1, 0, 1, 1, 1, 1, 0, 0], + [1, 1, 1, 1, 1, 1, 0, 1], + [0, 1, 1, 0, 1, 1, 0, 0], + [0, 1, 1, 0, 1, 1, 0, 1], + [1, 1, 0, 0, 1, 1, 0, 0], + [1, 0, 0, 0, 1, 1, 0, 1], [0, 0, 0, 0, 1, 1, 1, 0], + [0, 0, 0, 0, 1, 1, 1, 1], + [1, 0, 0, 0, 1, 1, 1, 0], + [1, 1, 0, 0, 1, 1, 1, 1], + [0, 1, 0, 0, 1, 1, 1, 0], + [0, 1, 0, 0, 1, 1, 1, 1], + [1, 1, 1, 0, 1, 1, 1, 0], + [1, 0, 1, 0, 1, 1, 1, 1], + [0, 0, 1, 0, 1, 1, 1, 0], + [0, 0, 1, 0, 1, 1, 1, 1], + [1, 0, 1, 0, 1, 1, 1, 0], + [1, 1, 1, 0, 1, 1, 1, 1], + [0, 1, 1, 1, 1, 1, 1, 0], + [0, 1, 1, 1, 1, 1, 1, 1], + [1, 1, 0, 1, 1, 1, 1, 0], + [1, 0, 0, 1, 1, 1, 1, 1], + [0, 0, 0, 1, 1, 0, 1, 0], + [0, 0, 0, 1, 1, 0, 1, 1], + [1, 0, 0, 1, 1, 0, 1, 0], + [1, 1, 0, 1, 1, 0, 1, 1], + [0, 1, 0, 1, 1, 0, 1, 0], + [0, 1, 0, 1, 1, 0, 1, 1], + [1, 1, 1, 1, 1, 0, 1, 0], + [1, 0, 1, 1, 1, 0, 1, 1], + [0, 0, 1, 1, 0, 0, 1, 0], + [0, 0, 1, 1, 0, 0, 1, 1], + [1, 0, 1, 1, 0, 0, 1, 0], + [1, 1, 1, 1, 0, 0, 1, 1], + [0, 1, 1, 0, 0, 0, 1, 0], + [0, 1, 1, 0, 0, 0, 1, 1], + [1, 1, 0, 0, 0, 0, 1, 0], + [1, 0, 0, 0, 0, 0, 1, 1], + [0, 0, 0, 0, 0, 0, 1, 0], + [1, 0, 0, 0, 0, 0, 1, 1], + [1, 0, 0, 0, 0, 0, 1, 0], + [0, 1, 0, 0, 0, 0, 1, 1], + [0, 1, 0, 0, 0, 0, 1, 0], + [1, 1, 0, 0, 0, 0, 1, 1], + [1, 1, 1, 0, 0, 0, 1, 0], + [0, 0, 1, 0, 0, 0, 1, 1], + [0, 0, 1, 0, 0, 0, 1, 0], + [1, 0, 1, 0, 0, 0, 1, 1], + [1, 0, 1, 0, 0, 0, 1, 0], + [0, 1, 1, 0, 0, 0, 1, 1], + [0, 1, 1, 1, 0, 0, 1, 0], + [1, 1, 1, 1, 0, 0, 1, 1], + [1, 1, 0, 1, 0, 0, 1, 0], + [0, 0, 0, 1, 0, 0, 1, 1], + [0, 0, 0, 1, 0, 0, 1, 0], + [1, 0, 0, 1, 0, 0, 1, 1], + [1, 0, 0, 1, 0, 0, 1, 0], + [0, 1, 0, 1, 0, 0, 1, 1], + [0, 1, 0, 1, 0, 0, 1, 0], + [1, 1, 0, 1, 0, 0, 1, 1], + [1, 1, 1, 1, 0, 0, 1, 0], + [0, 0, 1, 1, 0, 0, 1, 1], + [0, 0, 1, 1, 1, 0, 1, 0], + [1, 0, 1, 1, 1, 0, 1, 1], + [1, 0, 1, 1, 1, 0, 1, 0], + [0, 1, 1, 1, 1, 0, 1, 1], + [0, 1, 1, 0, 1, 0, 1, 0], + [1, 1, 1, 0, 1, 0, 1, 1], + [1, 1, 0, 0, 1, 0, 1, 0], + [0, 0, 0, 0, 1, 0, 1, 1], + [0, 0, 0, 0, 1, 0, 1, 0], + [1, 0, 0, 0, 1, 0, 1, 1], + [1, 0, 0, 0, 1, 0, 1, 0], + [0, 1, 0, 0, 1, 0, 1, 1], + [0, 1, 0, 0, 1, 0, 1, 0], + [1, 1, 0, 0, 1, 0, 1, 1], + [1, 1, 1, 0, 1, 0, 1, 0], + [0, 0, 1, 0, 1, 0, 1, 1], + [0, 0, 1, 0, 1, 0, 1, 0], + [1, 0, 1, 0, 1, 0, 1, 1], + [1, 0, 1, 0, 1, 0, 1, 0], + [0, 1, 1, 0, 1, 0, 1, 1], + [0, 1, 1, 1, 1, 0, 1, 0], + [1, 1, 1, 1, 1, 0, 1, 1], + [1, 1, 0, 1, 1, 0, 1, 0], + [0, 0, 0, 1, 1, 0, 1, 1], + [0, 0, 0, 1, 1, 1, 1, 0], + [1, 0, 0, 1, 1, 1, 1, 1], + [1, 0, 0, 1, 1, 1, 1, 0], + [0, 1, 0, 1, 1, 1, 1, 1], + [0, 1, 0, 1, 1, 1, 1, 0], + [1, 1, 0, 1, 1, 1, 1, 1], + [1, 1, 1, 1, 1, 1, 1, 0], + [0, 0, 1, 1, 1, 1, 1, 1], + [0, 0, 1, 1, 0, 1, 1, 0], + [1, 0, 1, 1, 0, 1, 1, 1], + [1, 0, 1, 1, 0, 1, 1, 0], + [0, 1, 1, 1, 0, 1, 1, 1], + [0, 1, 1, 0, 0, 1, 1, 0], + [1, 1, 1, 0, 0, 1, 1, 1], + [1, 1, 0, 0, 0, 1, 1, 0], + [0, 0, 0, 0, 0, 1, 1, 1], [0, 0, 0, 0, 0, 1, 1, 1], - [1, 0, 0, 0, 0, 0, 1, 1] - ]) + [1, 0, 0, 0, 0, 1, 1, 0], + [1, 0, 0, 0, 0, 1, 1, 1], + [0, 1, 0, 0, 0, 1, 1, 0], + [0, 1, 0, 0, 0, 1, 1, 1], + [1, 1, 0, 0, 0, 1, 1, 0], + [1, 1, 1, 0, 0, 1, 1, 1], + [0, 0, 1, 0, 0, 1, 1, 0], + [0, 0, 1, 0, 0, 1, 1, 1], + [1, 0, 1, 0, 0, 1, 1, 0], + [1, 0, 1, 0, 0, 1, 1, 1], + [0, 1, 1, 0, 0, 1, 1, 0], + [0, 1, 1, 1, 0, 1, 1, 1], + [1, 1, 1, 1, 0, 1, 1, 0], + [1, 1, 0, 1, 0, 1, 1, 1], + [0, 0, 0, 1, 0, 1, 1, 0], + [0, 0, 0, 1, 0, 1, 1, 1], + [1, 0, 0, 1, 0, 1, 1, 0], + [1, 0, 0, 1, 0, 1, 1, 1], + [0, 1, 0, 1, 0, 1, 1, 0], + [0, 1, 0, 1, 0, 1, 1, 1], + [1, 1, 0, 1, 0, 1, 1, 0], + [1, 1, 1, 1, 0, 1, 1, 1], + [0, 0, 1, 1, 0, 1, 1, 0], + [0, 0, 1, 1, 1, 1, 1, 1], + [1, 0, 1, 1, 1, 1, 1, 0], + [1, 0, 1, 1, 1, 1, 1, 1], + [0, 1, 1, 1, 1, 1, 1, 0], + [0, 1, 1, 0, 1, 1, 1, 1], + [1, 1, 1, 0, 1, 1, 1, 0], + [1, 1, 0, 0, 1, 1, 1, 1], + [0, 0, 0, 0, 1, 1, 1, 0], + [0, 0, 0, 0, 1, 1, 0, 1], + [1, 0, 0, 0, 1, 1, 0, 0], + [1, 0, 0, 0, 1, 1, 0, 1], + [0, 1, 0, 0, 1, 1, 0, 0], + [0, 1, 0, 0, 1, 1, 0, 1], + [1, 1, 0, 0, 1, 1, 0, 0], + [1, 1, 1, 0, 1, 1, 0, 1], + [0, 0, 1, 0, 1, 1, 0, 0], + [0, 0, 1, 0, 1, 1, 0, 1], + [1, 0, 1, 0, 1, 1, 0, 0], + [1, 0, 1, 0, 1, 1, 0, 1], + [0, 1, 1, 0, 1, 1, 0, 0], + [0, 1, 1, 1, 1, 1, 0, 1], + [1, 1, 1, 1, 1, 1, 0, 0], + [1, 1, 0, 1, 1, 1, 0, 1], + [0, 0, 0, 1, 1, 1, 0, 0], + [0, 0, 0, 1, 1, 0, 0, 1], + [1, 0, 0, 1, 1, 0, 0, 0], + [1, 0, 0, 1, 1, 0, 0, 1], + [0, 1, 0, 1, 1, 0, 0, 0], + [0, 1, 0, 1, 1, 0, 0, 1], + [1, 1, 0, 1, 1, 0, 0, 0], + [1, 1, 1, 1, 1, 0, 0, 1], + [0, 0, 1, 1, 1, 0, 0, 0], + [0, 0, 1, 1, 0, 0, 0, 1], + [1, 0, 1, 1, 0, 0, 0, 0], + [1, 0, 1, 1, 0, 0, 0, 1], + [0, 1, 1, 1, 0, 0, 0, 0], + [0, 1, 1, 0, 0, 0, 0, 1], + [1, 1, 1, 0, 0, 0, 0, 0], + [1, 1, 0, 0, 0, 0, 0, 1], + [0, 0, 0, 0, 0, 0, 0, 0], + ] + ) + if cm is False: + cm = np.array( + [ + [1, 1, 0, 0, 0, 0, 0, 1], + [1, 1, 1, 0, 0, 0, 0, 0], + [0, 1, 1, 1, 0, 0, 0, 0], + [0, 0, 1, 1, 1, 0, 0, 0], + [0, 0, 0, 1, 1, 1, 0, 0], + [0, 0, 0, 0, 1, 1, 1, 0], + [0, 0, 0, 0, 0, 1, 1, 1], + [1, 0, 0, 0, 0, 0, 1, 1], + ] + ) return Network(tpm, connectivity_matrix=cm) @@ -300,6 +306,7 @@ def eights_complete(): state = [0] * 8 return Subsystem(net, state, range(net.size)) + # Configuration constants # ===================================================================== @@ -321,13 +328,13 @@ def time_emd(emd_type, data): """Time an EMD command with the given data as arguments""" emd = { - 'cause': _CAUSE_EMD, - 'effect': pyphi.subsystem.effect_emd, - 'hamming': pyphi.utils.hamming_emd + "cause": _CAUSE_EMD, + "effect": pyphi.subsystem.effect_emd, + "hamming": pyphi.utils.hamming_emd, }[emd_type] def statement(): - for (d1, d2) in data: + for d1, d2 in data: emd(d1, d2) results = timeit.repeat(statement, number=NUMBER, repeat=REPEAT) @@ -354,7 +361,8 @@ def report(): print() print( "Set set n = 0 for the `utils.purview_size(d1) > n` check \n" - "in `cause_emd` to see accurate timings for all purview sizes.") + "in `cause_emd` to see accurate timings for all purview sizes." + ) print() # There are at least `k` data points for each purview size @@ -365,25 +373,27 @@ def report(): data = random.sample(repertoires[purview_size], k) num_repertoires = len(repertoires[purview_size]) - print("%s-node purviews (timing %d/%d repertoires)" % ( - purview_size, k, num_repertoires)) + print( + "%s-node purviews (timing %d/%d repertoires)" + % (purview_size, k, num_repertoires) + ) - num_independent = len([d for d in repertoires[purview_size] - if pyphi.utils.independent(d[0])]) + num_independent = len( + [d for d in repertoires[purview_size] if pyphi.utils.independent(d[0])] + ) - print("%d%% independent" % ( - num_independent / num_repertoires * 100)) + print("%d%% independent" % (num_independent / num_repertoires * 100)) print("----------------------------------------------") - t = time_emd('hamming', data) - print_results('hamming', t) + t = time_emd("hamming", data) + print_results("hamming", t) - t = time_emd('cause', data) - print_results('cause ', t) + t = time_emd("cause", data) + print_results("cause ", t) - t = time_emd('effect', data) - print_results('effect ', t) + t = time_emd("effect", data) + print_results("effect ", t) print() @@ -406,8 +416,9 @@ def patched_cause_emd(d1, d2): pyphi.subsystem.cause_emd = patched_cause_emd # Avoid race conditions w/ globals - with pyphi.config.override(PARALLEL_CONCEPT_EVALUATION=False, - PARALLEL_CUT_EVALUATION=False): + with pyphi.config.override( + PARALLEL_CONCEPT_EVALUATION=False, PARALLEL_CUT_EVALUATION=False + ): s = eights_complete() phi = pyphi.compute.phi(s) diff --git a/docs/_themes/LICENSE b/docs/_themes/LICENSE index 81f4d3059..718c53a58 100644 --- a/docs/_themes/LICENSE +++ b/docs/_themes/LICENSE @@ -1,9 +1,9 @@ -Modifications: +Modifications: Copyright (c) 2010 Kenneth Reitz. -Original Project: +Original Project: Copyright (c) 2010 by Armin Ronacher. diff --git a/docs/_themes/README.rst b/docs/_themes/README.rst index e8179f969..8d15beb97 100644 --- a/docs/_themes/README.rst +++ b/docs/_themes/README.rst @@ -22,4 +22,3 @@ The following themes exist: **kr_small** small one-page theme. Intended to be used by very small addon libraries. - diff --git a/docs/_themes/flask_theme_support.py b/docs/_themes/flask_theme_support.py index 33f47449c..6729d12da 100644 --- a/docs/_themes/flask_theme_support.py +++ b/docs/_themes/flask_theme_support.py @@ -1,7 +1,20 @@ +# -*- coding: utf-8 -*- # flasky extensions. flasky pygments style based on tango style from pygments.style import Style -from pygments.token import Keyword, Name, Comment, String, Error, \ - Number, Operator, Generic, Whitespace, Punctuation, Other, Literal +from pygments.token import ( + Keyword, + Name, + Comment, + String, + Error, + Number, + Operator, + Generic, + Whitespace, + Punctuation, + Other, + Literal, +) class FlaskyStyle(Style): @@ -10,77 +23,68 @@ class FlaskyStyle(Style): styles = { # No corresponding class for the following: - #Text: "", # class: '' - Whitespace: "underline #f8f8f8", # class: 'w' - Error: "#a40000 border:#ef2929", # class: 'err' - Other: "#000000", # class 'x' - - Comment: "italic #8f5902", # class: 'c' - Comment.Preproc: "noitalic", # class: 'cp' - - Keyword: "bold #004461", # class: 'k' - Keyword.Constant: "bold #004461", # class: 'kc' - Keyword.Declaration: "bold #004461", # class: 'kd' - Keyword.Namespace: "bold #004461", # class: 'kn' - Keyword.Pseudo: "bold #004461", # class: 'kp' - Keyword.Reserved: "bold #004461", # class: 'kr' - Keyword.Type: "bold #004461", # class: 'kt' - - Operator: "#582800", # class: 'o' - Operator.Word: "bold #004461", # class: 'ow' - like keywords - - Punctuation: "bold #000000", # class: 'p' - + # Text: "", # class: '' + Whitespace: "underline #f8f8f8", # class: 'w' + Error: "#a40000 border:#ef2929", # class: 'err' + Other: "#000000", # class 'x' + Comment: "italic #8f5902", # class: 'c' + Comment.Preproc: "noitalic", # class: 'cp' + Keyword: "bold #004461", # class: 'k' + Keyword.Constant: "bold #004461", # class: 'kc' + Keyword.Declaration: "bold #004461", # class: 'kd' + Keyword.Namespace: "bold #004461", # class: 'kn' + Keyword.Pseudo: "bold #004461", # class: 'kp' + Keyword.Reserved: "bold #004461", # class: 'kr' + Keyword.Type: "bold #004461", # class: 'kt' + Operator: "#582800", # class: 'o' + Operator.Word: "bold #004461", # class: 'ow' - like keywords + Punctuation: "bold #000000", # class: 'p' # because special names such as Name.Class, Name.Function, etc. # are not recognized as such later in the parsing, we choose them # to look the same as ordinary variables. - Name: "#000000", # class: 'n' - Name.Attribute: "#c4a000", # class: 'na' - to be revised - Name.Builtin: "#004461", # class: 'nb' - Name.Builtin.Pseudo: "#3465a4", # class: 'bp' - Name.Class: "#000000", # class: 'nc' - to be revised - Name.Constant: "#000000", # class: 'no' - to be revised - Name.Decorator: "#888", # class: 'nd' - to be revised - Name.Entity: "#ce5c00", # class: 'ni' - Name.Exception: "bold #cc0000", # class: 'ne' - Name.Function: "#000000", # class: 'nf' - Name.Property: "#000000", # class: 'py' - Name.Label: "#f57900", # class: 'nl' - Name.Namespace: "#000000", # class: 'nn' - to be revised - Name.Other: "#000000", # class: 'nx' - Name.Tag: "bold #004461", # class: 'nt' - like a keyword - Name.Variable: "#000000", # class: 'nv' - to be revised - Name.Variable.Class: "#000000", # class: 'vc' - to be revised - Name.Variable.Global: "#000000", # class: 'vg' - to be revised - Name.Variable.Instance: "#000000", # class: 'vi' - to be revised - - Number: "#990000", # class: 'm' - - Literal: "#000000", # class: 'l' - Literal.Date: "#000000", # class: 'ld' - - String: "#4e9a06", # class: 's' - String.Backtick: "#4e9a06", # class: 'sb' - String.Char: "#4e9a06", # class: 'sc' - String.Doc: "italic #8f5902", # class: 'sd' - like a comment - String.Double: "#4e9a06", # class: 's2' - String.Escape: "#4e9a06", # class: 'se' - String.Heredoc: "#4e9a06", # class: 'sh' - String.Interpol: "#4e9a06", # class: 'si' - String.Other: "#4e9a06", # class: 'sx' - String.Regex: "#4e9a06", # class: 'sr' - String.Single: "#4e9a06", # class: 's1' - String.Symbol: "#4e9a06", # class: 'ss' - - Generic: "#000000", # class: 'g' - Generic.Deleted: "#a40000", # class: 'gd' - Generic.Emph: "italic #000000", # class: 'ge' - Generic.Error: "#ef2929", # class: 'gr' - Generic.Heading: "bold #000080", # class: 'gh' - Generic.Inserted: "#00A000", # class: 'gi' - Generic.Output: "#888", # class: 'go' - Generic.Prompt: "#745334", # class: 'gp' - Generic.Strong: "bold #000000", # class: 'gs' - Generic.Subheading: "bold #800080", # class: 'gu' - Generic.Traceback: "bold #a40000", # class: 'gt' + Name: "#000000", # class: 'n' + Name.Attribute: "#c4a000", # class: 'na' - to be revised + Name.Builtin: "#004461", # class: 'nb' + Name.Builtin.Pseudo: "#3465a4", # class: 'bp' + Name.Class: "#000000", # class: 'nc' - to be revised + Name.Constant: "#000000", # class: 'no' - to be revised + Name.Decorator: "#888", # class: 'nd' - to be revised + Name.Entity: "#ce5c00", # class: 'ni' + Name.Exception: "bold #cc0000", # class: 'ne' + Name.Function: "#000000", # class: 'nf' + Name.Property: "#000000", # class: 'py' + Name.Label: "#f57900", # class: 'nl' + Name.Namespace: "#000000", # class: 'nn' - to be revised + Name.Other: "#000000", # class: 'nx' + Name.Tag: "bold #004461", # class: 'nt' - like a keyword + Name.Variable: "#000000", # class: 'nv' - to be revised + Name.Variable.Class: "#000000", # class: 'vc' - to be revised + Name.Variable.Global: "#000000", # class: 'vg' - to be revised + Name.Variable.Instance: "#000000", # class: 'vi' - to be revised + Number: "#990000", # class: 'm' + Literal: "#000000", # class: 'l' + Literal.Date: "#000000", # class: 'ld' + String: "#4e9a06", # class: 's' + String.Backtick: "#4e9a06", # class: 'sb' + String.Char: "#4e9a06", # class: 'sc' + String.Doc: "italic #8f5902", # class: 'sd' - like a comment + String.Double: "#4e9a06", # class: 's2' + String.Escape: "#4e9a06", # class: 'se' + String.Heredoc: "#4e9a06", # class: 'sh' + String.Interpol: "#4e9a06", # class: 'si' + String.Other: "#4e9a06", # class: 'sx' + String.Regex: "#4e9a06", # class: 'sr' + String.Single: "#4e9a06", # class: 's1' + String.Symbol: "#4e9a06", # class: 'ss' + Generic: "#000000", # class: 'g' + Generic.Deleted: "#a40000", # class: 'gd' + Generic.Emph: "italic #000000", # class: 'ge' + Generic.Error: "#ef2929", # class: 'gr' + Generic.Heading: "bold #000080", # class: 'gh' + Generic.Inserted: "#00A000", # class: 'gi' + Generic.Output: "#888", # class: 'go' + Generic.Prompt: "#745334", # class: 'gp' + Generic.Strong: "bold #000000", # class: 'gs' + Generic.Subheading: "bold #800080", # class: 'gu' + Generic.Traceback: "bold #a40000", # class: 'gt' } diff --git a/docs/_themes/kr/static/flasky.css_t b/docs/_themes/kr/static/flasky.css_t index 577431050..ac43777ef 100644 --- a/docs/_themes/kr/static/flasky.css_t +++ b/docs/_themes/kr/static/flasky.css_t @@ -442,4 +442,4 @@ a:hover tt { .revsys-inline { display: none!important; -} \ No newline at end of file +} diff --git a/docs/_themes/kr/static/small_flask.css b/docs/_themes/kr/static/small_flask.css index 8d55e95fb..a0af646ea 100644 --- a/docs/_themes/kr/static/small_flask.css +++ b/docs/_themes/kr/static/small_flask.css @@ -87,4 +87,4 @@ div.body { .github { display: none; -} \ No newline at end of file +} diff --git a/docs/_themes/kr/theme.conf b/docs/_themes/kr/theme.conf index 307a1f0d6..07698f6f6 100644 --- a/docs/_themes/kr/theme.conf +++ b/docs/_themes/kr/theme.conf @@ -4,4 +4,4 @@ stylesheet = flasky.css pygments_style = flask_theme_support.FlaskyStyle [options] -touch_icon = +touch_icon = diff --git a/docs/_themes/kr_small/static/flasky.css_t b/docs/_themes/kr_small/static/flasky.css_t index fe2141c56..71961a272 100644 --- a/docs/_themes/kr_small/static/flasky.css_t +++ b/docs/_themes/kr_small/static/flasky.css_t @@ -8,11 +8,11 @@ * :license: BSD, see LICENSE for details. * */ - + @import url("basic.css"); - + /* -- page layout ----------------------------------------------------------- */ - + body { font-family: 'Georgia', serif; font-size: 17px; @@ -35,7 +35,7 @@ div.bodywrapper { hr { border: 1px solid #B1B4B6; } - + div.body { background-color: #ffffff; color: #3E4349; @@ -46,7 +46,7 @@ img.floatingflask { padding: 0 0 10px 10px; float: right; } - + div.footer { text-align: right; color: #888; @@ -55,12 +55,12 @@ div.footer { width: 650px; margin: 0 auto 40px auto; } - + div.footer a { color: #888; text-decoration: underline; } - + div.related { line-height: 32px; color: #888; @@ -69,18 +69,18 @@ div.related { div.related ul { padding: 0 0 0 10px; } - + div.related a { color: #444; } - + /* -- body styles ----------------------------------------------------------- */ - + a { color: #004B6B; text-decoration: underline; } - + a:hover { color: #6D4100; text-decoration: underline; @@ -89,7 +89,7 @@ a:hover { div.body { padding-bottom: 40px; /* saved for footer */ } - + div.body h1, div.body h2, div.body h3, @@ -109,24 +109,24 @@ div.indexwrapper h1 { height: {{ theme_index_logo_height }}; } {% endif %} - + div.body h2 { font-size: 180%; } div.body h3 { font-size: 150%; } div.body h4 { font-size: 130%; } div.body h5 { font-size: 100%; } div.body h6 { font-size: 100%; } - + a.headerlink { color: white; padding: 0 4px; text-decoration: none; } - + a.headerlink:hover { color: #444; background: #eaeaea; } - + div.body p, div.body dd, div.body li { line-height: 1.4em; } @@ -164,25 +164,25 @@ div.note { background-color: #eee; border: 1px solid #ccc; } - + div.seealso { background-color: #ffc; border: 1px solid #ff6; } - + div.topic { background-color: #eee; } - + div.warning { background-color: #ffe4e4; border: 1px solid #f66; } - + p.admonition-title { display: inline; } - + p.admonition-title:after { content: ":"; } @@ -254,7 +254,7 @@ dl { dl dd { margin-left: 30px; } - + pre { padding: 0; margin: 15px -30px; diff --git a/docs/caching.rst b/docs/caching.rst index b308cd367..74907161b 100644 --- a/docs/caching.rst +++ b/docs/caching.rst @@ -1 +1 @@ -.. include:: ../CACHING.rst \ No newline at end of file +.. include:: ../CACHING.rst diff --git a/docs/conf.py b/docs/conf.py index 193ee9152..5d2b4ba17 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # PyPhi documentation build configuration file, created by # sphinx-quickstart on Fri Jan 17 11:15:55 2014. # diff --git a/docs/conventions.rst b/docs/conventions.rst index 01babaf86..8c6afaec6 100644 --- a/docs/conventions.rst +++ b/docs/conventions.rst @@ -153,7 +153,7 @@ Connectivity matrix conventions =============================== Throughout PyPhi, if |CM| is a connectivity matrix, then |CM[i][j] = 1| means -that there is a directed edge |(i,j)| from node |i| to node |j|, and +that there is a directed edge |(i,j)| from node |i| to node |j|, and |CM[i][j] = 0| means there is no edge from |i| to |j|. For example, this network of four nodes diff --git a/docs/examples/index.rst b/docs/examples/index.rst index c76de941a..fba911b64 100644 --- a/docs/examples/index.rst +++ b/docs/examples/index.rst @@ -2,7 +2,7 @@ Getting started =============== This page provides a walkthrough of how to use PyPhi in an interactive Python -session. For a theoretical explanation of the computational steps and a complete overview +session. For a theoretical explanation of the computational steps and a complete overview of the mathematical formalism please consult the `IIT 4.0 paper `_. .. tip:: @@ -35,9 +35,9 @@ First we import the required packages and set up PyPhi configuration settings (t >>> pyphi.config.SHORTCIRCUIT_SIA = False >>> pyphi.config.VALIDATE_SUBSYSTEM_STATES = False -Then we have to create our universal substrate; in PyPhi this corresponds to creating a |Network| object. +Then we have to create our universal substrate; in PyPhi this corresponds to creating a |Network| object. To do so, we need a TPM and (optionally) a connectivity matrix. The -TPM can be in more than one form; see the documentation for |Network|. +TPM can be in more than one form; see the documentation for |Network|. Here we'll use the 2-dimensional state-by-node form. >>> tpm = np.array([ @@ -52,7 +52,7 @@ Here we'll use the 2-dimensional state-by-node form. ... ]) The connectivity matrix is a square matrix such that the |i,jth| entry is 1 if -there is a connection from node |i| to node |j|, and 0 otherwise. +there is a connection from node |i| to node |j|, and 0 otherwise. In this case the network is all-to-all connected: >>> cm = np.array([ @@ -71,7 +71,7 @@ Now we construct the network object itself with the arguments we just created: >>> network = pyphi.Network(tpm, cm=cm, node_labels=labels) The next step is to define the candidate complex we want to unfold. -This correponds to creating PyPhi |Subsystem| objects (one for the cause and one for the effect). +This correponds to creating PyPhi |Subsystem| objects (one for the cause and one for the effect). To make a subsystem, we need the network that it belongs to, the state of that network, and the indices of the subset of nodes which should be included. @@ -88,7 +88,7 @@ we simply include every node in the network in our subsystem (PyPhi does so auto >>> subsystem_cause = pyphi.Subsystem(network, state, nodes=node_indices, backward_tpm=True) >>> subsystem_effect = pyphi.Subsystem(network, state, nodes=node_indices, backward_tpm=False) -Next we compute the |small_phi_s| of our candidate complex. We can do so using :func:`~pyphi.backwards.sia`. +Next we compute the |small_phi_s| of our candidate complex. We can do so using :func:`~pyphi.backwards.sia`. This returns a nested object, |SystemIrreducibilityAnalysis|, that contains data about the subsystem's irreducibility, cause and effect repertoires, etc. @@ -115,7 +115,7 @@ irreducibility, cause and effect repertoires, etc. .. tip:: Note that if we wanted to apply the postulate of exlusion and find the main complex (the one with maximal |small_phi_s|) - we would have to call the :func:`~pyphi.backwards.sia` function on each possible candidate complex, + we would have to call the :func:`~pyphi.backwards.sia` function on each possible candidate complex, creating a subsystem for each possible subset of the network. We can then apply the composition postulate to unfold the cause-effect structure of our (candidate) complex. diff --git a/docs/index.rst b/docs/index.rst index e5f302ede..8ce0c4fbf 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -6,7 +6,7 @@ PyPhi is a Python library for computing integrated information. The latest formalism of Integrated Information Theory (IIT 4.0) is outlined in this paper: | Albantakis L, Barbosa L, Findlay G, Grasso M, ... Tononi G. (2023) - | Integrated information theory (IIT) 4.0: formulating the properties of phenomenal existence in physical terms. + | Integrated information theory (IIT) 4.0: formulating the properties of phenomenal existence in physical terms. | *PLoS Computational Biology* 19(10): e1011465. | https://doi.org/10.1371/journal.pcbi.1011465 diff --git a/profiling/gprof2dot b/profiling/gprof2dot index af8ff1a9e..68a59f182 100755 --- a/profiling/gprof2dot +++ b/profiling/gprof2dot @@ -1,4 +1,5 @@ #!/usr/bin/env python +# -*- coding: utf-8 -*- # # Copyright 2008-2009 Jose Fonseca # @@ -35,17 +36,30 @@ import xml.parsers.expat # Python 2.x/3.x compatibility if sys.version_info[0] >= 3: PYTHON_3 = True - def compat_iteritems(x): return x.items() # No iteritems() in Python 3 - def compat_itervalues(x): return x.values() # No itervalues() in Python 3 - def compat_keys(x): return list(x.keys()) # keys() is a generator in Python 3 + + def compat_iteritems(x): + return x.items() # No iteritems() in Python 3 + + def compat_itervalues(x): + return x.values() # No itervalues() in Python 3 + + def compat_keys(x): + return list(x.keys()) # keys() is a generator in Python 3 + basestring = str # No class basestring in Python 3 - unichr = chr # No unichr in Python 3 - xrange = range # No xrange in Python 3 + unichr = chr # No unichr in Python 3 + xrange = range # No xrange in Python 3 else: PYTHON_3 = False - def compat_iteritems(x): return x.iteritems() - def compat_itervalues(x): return x.itervalues() - def compat_keys(x): return x.keys() + + def compat_iteritems(x): + return x.iteritems() + + def compat_itervalues(x): + return x.itervalues() + + def compat_keys(x): + return x.keys() try: @@ -55,56 +69,64 @@ except ImportError: pass -MULTIPLICATION_SIGN = unichr(0xd7) +MULTIPLICATION_SIGN = unichr(0xD7) def times(x): return "%u%s" % (x, MULTIPLICATION_SIGN) + def percentage(p): - return "%.02f%%" % (p*100.0,) + return "%.02f%%" % (p * 100.0,) + def add(a, b): return a + b + def fail(a, b): assert False -tol = 2 ** -23 +tol = 2**-23 + def ratio(numerator, denominator): try: - ratio = float(numerator)/float(denominator) + ratio = float(numerator) / float(denominator) except ZeroDivisionError: # 0/0 is undefined, but 1.0 yields more useful results return 1.0 if ratio < 0.0: if ratio < -tol: - sys.stderr.write('warning: negative ratio (%s/%s)\n' % (numerator, denominator)) + sys.stderr.write( + "warning: negative ratio (%s/%s)\n" % (numerator, denominator) + ) return 0.0 if ratio > 1.0: if ratio > 1.0 + tol: - sys.stderr.write('warning: ratio greater than one (%s/%s)\n' % (numerator, denominator)) + sys.stderr.write( + "warning: ratio greater than one (%s/%s)\n" % (numerator, denominator) + ) return 1.0 return ratio class UndefinedEvent(Exception): """Raised when attempting to get an event which is undefined.""" - + def __init__(self, event): Exception.__init__(self) self.event = event def __str__(self): - return 'unspecified event %s' % self.event.name + return "unspecified event %s" % self.event.name class Event(object): """Describe a kind of event, and its basic operations.""" - def __init__(self, name, null, aggregator, formatter = str): + def __init__(self, name, null, aggregator, formatter=str): self.name = name self._null = null self._aggregator = aggregator @@ -124,7 +146,7 @@ class Event(object): assert val1 is not None assert val2 is not None return self._aggregator(val1, val2) - + def format(self, val): """Format an event value.""" assert val is not None @@ -145,12 +167,12 @@ SAMPLES2 = Event("Samples", 0, add, times) # Used only when totalMethod == callstacks TOTAL_SAMPLES = Event("Samples", 0, add, times) -TIME = Event("Time", 0.0, add, lambda x: '(' + str(x) + ')') -TIME_RATIO = Event("Time ratio", 0.0, add, lambda x: '(' + percentage(x) + ')') +TIME = Event("Time", 0.0, add, lambda x: "(" + str(x) + ")") +TIME_RATIO = Event("Time ratio", 0.0, add, lambda x: "(" + percentage(x) + ")") TOTAL_TIME = Event("Total time", 0.0, fail) TOTAL_TIME_RATIO = Event("Total time ratio", 0.0, fail, percentage) -totalMethod = 'callratios' +totalMethod = "callratios" class Object(object): @@ -170,13 +192,13 @@ class Object(object): def __contains__(self, event): return event in self.events - + def __getitem__(self, event): try: return self.events[event] except KeyError: raise UndefinedEvent(event) - + def __setitem__(self, event, value): if value is None: if event in self.events: @@ -187,7 +209,7 @@ class Object(object): class Call(Object): """A call between functions. - + There should be at most one call object for every pair of functions. """ @@ -211,10 +233,13 @@ class Function(Object): self.called = None self.weight = None self.cycle = None - + def add_call(self, call): if call.callee_id in self.calls: - sys.stderr.write('warning: overwriting call from function %s to %s\n' % (str(self.id), str(call.callee_id))) + sys.stderr.write( + "warning: overwriting call from function %s to %s\n" + % (str(self.id), str(call.callee_id)) + ) self.calls[call.callee_id] = call def get_call(self, callee_id): @@ -226,9 +251,9 @@ class Function(Object): self.calls[callee_id] = call return self.calls[callee_id] - _parenthesis_re = re.compile(r'\([^()]*\)') - _angles_re = re.compile(r'<[^<>]*>') - _const_re = re.compile(r'\s+const$') + _parenthesis_re = re.compile(r"\([^()]*\)") + _angles_re = re.compile(r"<[^<>]*>") + _const_re = re.compile(r"\s+const$") def stripped_name(self): """Remove extraneous information from C++ demangled function names.""" @@ -237,16 +262,16 @@ class Function(Object): # Strip function parameters from name by recursively removing paired parenthesis while True: - name, n = self._parenthesis_re.subn('', name) + name, n = self._parenthesis_re.subn("", name) if not n: break # Strip const qualifier - name = self._const_re.sub('', name) + name = self._const_re.sub("", name) # Strip template parameters from name by recursively removing paired angles while True: - name, n = self._angles_re.subn('', name) + name, n = self._angles_re.subn("", name) if not n: break @@ -287,7 +312,10 @@ class Profile(Object): def add_function(self, function): if function.id in self.functions: - sys.stderr.write('warning: overwriting function %s (id %s)\n' % (function.name, str(function.id))) + sys.stderr.write( + "warning: overwriting function %s (id %s)\n" + % (function.name, str(function.id)) + ) self.functions[function.id] = function def add_cycle(self, cycle): @@ -300,7 +328,10 @@ class Profile(Object): for callee_id in compat_keys(function.calls): assert function.calls[callee_id].callee_id == callee_id if callee_id not in self.functions: - sys.stderr.write('warning: call to undefined function %s from function %s\n' % (str(callee_id), function.name)) + sys.stderr.write( + "warning: call to undefined function %s from function %s\n" + % (str(callee_id), function.name) + ) del function.calls[callee_id] def find_cycles(self): @@ -362,13 +393,12 @@ class Profile(Object): pathFunctions[n] = f self.functions = pathFunctions - def getFunctionId(self, funcName): for f in self.functions: if self.functions[f].name == funcName: return f return False - + def _tarjan(self, function, order, stack, orders, lowlinks, visited): """Tarjan's strongly connected components algorithm. @@ -418,10 +448,19 @@ class Profile(Object): callee = self.functions[call.callee_id] if event in call.events: function_totals[callee] += call[event] - if callee.cycle is not None and callee.cycle is not function.cycle: + if ( + callee.cycle is not None + and callee.cycle is not function.cycle + ): cycle_totals[callee.cycle] += call[event] else: - sys.stderr.write("call_ratios: No data for " + function.name + " call to " + callee.name + "\n") + sys.stderr.write( + "call_ratios: No data for " + + function.name + + " call to " + + callee.name + + "\n" + ) # Pass 2: Compute the ratios. Each call[event] is scaled by the # function_total of the callee. Calls into cycles use the @@ -432,7 +471,10 @@ class Profile(Object): if call.callee_id != function.id: callee = self.functions[call.callee_id] if event in call.events: - if callee.cycle is not None and callee.cycle is not function.cycle: + if ( + callee.cycle is not None + and callee.cycle is not function.cycle + ): total = cycle_totals[callee.cycle] else: total = function_totals[callee] @@ -460,7 +502,7 @@ class Profile(Object): if call.callee_id != function.id: assert call.ratio is not None - # Aggregate the input for each cycle + # Aggregate the input for each cycle for cycle in self.cycles: total = inevent.null() for function in compat_itervalues(self.functions): @@ -485,12 +527,12 @@ class Profile(Object): total += self._integrate_call(call, outevent, inevent) function[outevent] = total return function[outevent] - + def _integrate_call(self, call, outevent, inevent): assert outevent not in call assert call.ratio is not None callee = self.functions[call.callee_id] - subtotal = call.ratio *self._integrate_function(callee, outevent, inevent) + subtotal = call.ratio * self._integrate_function(callee, outevent, inevent) call[outevent] = subtotal return subtotal @@ -507,7 +549,7 @@ class Profile(Object): subtotal += self._integrate_call(call, outevent, inevent) total += subtotal cycle[outevent] = total - + # Compute the time propagated to callers of this cycle callees = {} for function in compat_itervalues(self.functions): @@ -519,7 +561,7 @@ class Profile(Object): callees[callee] += call.ratio except KeyError: callees[callee] = call.ratio - + for member in cycle.functions: member[outevent] = outevent.null() @@ -529,9 +571,18 @@ class Profile(Object): partials = {} self._rank_cycle_function(cycle, callee, 0, ranks) self._call_ratios_cycle(cycle, callee, ranks, call_ratios, set()) - partial = self._integrate_cycle_function(cycle, callee, call_ratio, partials, ranks, call_ratios, outevent, inevent) + partial = self._integrate_cycle_function( + cycle, + callee, + call_ratio, + partials, + ranks, + call_ratios, + outevent, + inevent, + ) assert partial == max(partials.values()) - assert not total or abs(1.0 - partial/(call_ratio*total)) <= 0.001 + assert not total or abs(1.0 - partial / (call_ratio * total)) <= 0.001 return cycle[outevent] @@ -552,23 +603,46 @@ class Profile(Object): callee = self.functions[call.callee_id] if callee.cycle is cycle: if ranks[callee] > ranks[function]: - call_ratios[callee] = call_ratios.get(callee, 0.0) + call.ratio - self._call_ratios_cycle(cycle, callee, ranks, call_ratios, visited) - - def _integrate_cycle_function(self, cycle, function, partial_ratio, partials, ranks, call_ratios, outevent, inevent): + call_ratios[callee] = ( + call_ratios.get(callee, 0.0) + call.ratio + ) + self._call_ratios_cycle( + cycle, callee, ranks, call_ratios, visited + ) + + def _integrate_cycle_function( + self, + cycle, + function, + partial_ratio, + partials, + ranks, + call_ratios, + outevent, + inevent, + ): if function not in partials: - partial = partial_ratio*function[inevent] + partial = partial_ratio * function[inevent] for call in compat_itervalues(function.calls): if call.callee_id != function.id: callee = self.functions[call.callee_id] if callee.cycle is not cycle: assert outevent in call - partial += partial_ratio*call[outevent] + partial += partial_ratio * call[outevent] else: if ranks[callee] > ranks[function]: - callee_partial = self._integrate_cycle_function(cycle, callee, partial_ratio, partials, ranks, call_ratios, outevent, inevent) + callee_partial = self._integrate_cycle_function( + cycle, + callee, + partial_ratio, + partials, + ranks, + call_ratios, + outevent, + inevent, + ) call_ratio = ratio(call.ratio, call_ratios[callee]) - call_partial = call_ratio*callee_partial + call_partial = call_ratio * callee_partial try: call[outevent] += call_partial except UndefinedEvent: @@ -620,11 +694,13 @@ class Profile(Object): if TOTAL_TIME_RATIO in call: # handle exact cases first - call.weight = call[TOTAL_TIME_RATIO] + call.weight = call[TOTAL_TIME_RATIO] else: try: # make a safe estimate - call.weight = min(function[TOTAL_TIME_RATIO], callee[TOTAL_TIME_RATIO]) + call.weight = min( + function[TOTAL_TIME_RATIO], callee[TOTAL_TIME_RATIO] + ) except UndefinedEvent: pass @@ -639,36 +715,40 @@ class Profile(Object): for function in compat_itervalues(self.functions): for callee_id in compat_keys(function.calls): call = function.calls[callee_id] - if callee_id not in self.functions or call.weight is not None and call.weight < edge_thres: + if ( + callee_id not in self.functions + or call.weight is not None + and call.weight < edge_thres + ): del function.calls[callee_id] - + def dump(self): for function in compat_itervalues(self.functions): - sys.stderr.write('Function %s:\n' % (function.name,)) + sys.stderr.write("Function %s:\n" % (function.name,)) self._dump_events(function.events) for call in compat_itervalues(function.calls): callee = self.functions[call.callee_id] - sys.stderr.write(' Call %s:\n' % (callee.name,)) + sys.stderr.write(" Call %s:\n" % (callee.name,)) self._dump_events(call.events) for cycle in self.cycles: - sys.stderr.write('Cycle:\n') + sys.stderr.write("Cycle:\n") self._dump_events(cycle.events) for function in cycle.functions: - sys.stderr.write(' Function %s\n' % (function.name,)) + sys.stderr.write(" Function %s\n" % (function.name,)) def _dump_events(self, events): for event, value in compat_iteritems(events): - sys.stderr.write(' %s: %s\n' % (event.name, event.format(value))) + sys.stderr.write(" %s: %s\n" % (event.name, event.format(value))) class Struct: """Masquerade a dictionary with a structure-like behavior.""" - def __init__(self, attrs = None): + def __init__(self, attrs=None): if attrs is None: attrs = {} - self.__dict__['_attrs'] = attrs - + self.__dict__["_attrs"] = attrs + def __getattr__(self, name): try: return self._attrs[name] @@ -683,7 +763,7 @@ class Struct: def __repr__(self): return repr(self._attrs) - + class ParseError(Exception): """Raised when parsing to signal mismatches.""" @@ -694,7 +774,7 @@ class ParseError(Exception): self.line = line def __str__(self): - return '%s: %r' % (self.msg, self.line) + return "%s: %r" % (self.msg, self.line) class Parser: @@ -709,14 +789,13 @@ class Parser: def parse(self): raise NotImplementedError - + class JsonParser(Parser): """Parser for a custom JSON representation of profile data. See schema.json for details. """ - def __init__(self, stream): Parser.__init__(self) self.stream = stream @@ -725,35 +804,35 @@ class JsonParser(Parser): obj = json.load(self.stream) - assert obj['version'] == 0 + assert obj["version"] == 0 profile = Profile() profile[SAMPLES] = 0 - fns = obj['functions'] + fns = obj["functions"] for functionIndex in range(len(fns)): fn = fns[functionIndex] - function = Function(functionIndex, fn['name']) + function = Function(functionIndex, fn["name"]) try: - function.module = fn['module'] + function.module = fn["module"] except KeyError: pass try: - function.process = fn['process'] + function.process = fn["process"] except KeyError: pass function[SAMPLES] = 0 profile.add_function(function) - for event in obj['events']: + for event in obj["events"]: callchain = [] - for functionIndex in event['callchain']: + for functionIndex in event["callchain"]: function = profile.functions[functionIndex] callchain.append(function) - cost = event['cost'][0] + cost = event["cost"][0] callee = callchain[0] callee[SAMPLES] += cost @@ -771,7 +850,7 @@ class JsonParser(Parser): callee = caller - #profile.dump() + # profile.dump() # compute derived data profile.validate() @@ -796,11 +875,11 @@ class LineParser(Parser): def readline(self): line = self._stream.readline() if not line: - self.__line = '' + self.__line = "" self.__eof = True else: self.line_no += 1 - line = line.rstrip('\r\n') + line = line.rstrip("\r\n") if not PYTHON_3: encoding = self._stream.encoding if encoding is None: @@ -828,7 +907,7 @@ XML_ELEMENT_START, XML_ELEMENT_END, XML_CHARACTER_DATA, XML_EOF = range(4) class XmlToken: - def __init__(self, type, name_or_data, attrs = None, line = None, column = None): + def __init__(self, type, name_or_data, attrs=None, line=None, column=None): assert type in (XML_ELEMENT_START, XML_ELEMENT_END, XML_CHARACTER_DATA, XML_EOF) self.type = type self.name_or_data = name_or_data @@ -838,40 +917,40 @@ class XmlToken: def __str__(self): if self.type == XML_ELEMENT_START: - return '<' + self.name_or_data + ' ...>' + return "<" + self.name_or_data + " ...>" if self.type == XML_ELEMENT_END: - return '' + return "" if self.type == XML_CHARACTER_DATA: return self.name_or_data if self.type == XML_EOF: - return 'end of file' + return "end of file" assert 0 class XmlTokenizer: """Expat based XML tokenizer.""" - def __init__(self, fp, skip_ws = True): + def __init__(self, fp, skip_ws=True): self.fp = fp self.tokens = [] self.index = 0 self.final = False self.skip_ws = skip_ws - + self.character_pos = 0, 0 - self.character_data = '' - + self.character_data = "" + self.parser = xml.parsers.expat.ParserCreate() - self.parser.StartElementHandler = self.handle_element_start - self.parser.EndElementHandler = self.handle_element_end + self.parser.StartElementHandler = self.handle_element_start + self.parser.EndElementHandler = self.handle_element_end self.parser.CharacterDataHandler = self.handle_character_data - + def handle_element_start(self, name, attributes): self.finish_character_data() line, column = self.pos() token = XmlToken(XML_ELEMENT_START, name, attributes, line, column) self.tokens.append(token) - + def handle_element_end(self, name): self.finish_character_data() line, column = self.pos() @@ -882,17 +961,19 @@ class XmlTokenizer: if not self.character_data: self.character_pos = self.pos() self.character_data += data - + def finish_character_data(self): if self.character_data: - if not self.skip_ws or not self.character_data.isspace(): + if not self.skip_ws or not self.character_data.isspace(): line, column = self.character_pos - token = XmlToken(XML_CHARACTER_DATA, self.character_data, None, line, column) + token = XmlToken( + XML_CHARACTER_DATA, self.character_data, None, line, column + ) self.tokens.append(token) - self.character_data = '' - + self.character_data = "" + def next(self): - size = 16*1024 + size = 16 * 1024 while self.index >= len(self.tokens) and not self.final: self.tokens = [] self.index = 0 @@ -901,7 +982,7 @@ class XmlTokenizer: try: self.parser.Parse(data, self.final) except xml.parsers.expat.ExpatError as e: - #if e.code == xml.parsers.expat.errors.XML_ERROR_NO_ELEMENTS: + # if e.code == xml.parsers.expat.errors.XML_ERROR_NO_ELEMENTS: if e.code == 3: pass else: @@ -925,7 +1006,12 @@ class XmlTokenMismatch(Exception): self.found = found def __str__(self): - return '%u:%u: %s expected, %s found' % (self.found.line, self.found.column, str(self.expected), str(self.found)) + return "%u:%u: %s expected, %s found" % ( + self.found.line, + self.found.column, + str(self.expected), + str(self.found), + ) class XmlParser(Parser): @@ -935,13 +1021,13 @@ class XmlParser(Parser): Parser.__init__(self) self.tokenizer = XmlTokenizer(fp) self.consume() - + def consume(self): self.token = self.tokenizer.next() def match_element_start(self, name): return self.token.type == XML_ELEMENT_START and self.token.name_or_data == name - + def match_element_end(self, name): return self.token.type == XML_ELEMENT_END and self.token.name_or_data == name @@ -955,7 +1041,7 @@ class XmlParser(Parser): attrs = self.token.attrs self.consume() return attrs - + def element_end(self, name): while self.token.type == XML_CHARACTER_DATA: self.consume() @@ -965,8 +1051,8 @@ class XmlParser(Parser): raise XmlTokenMismatch(XmlToken(XML_ELEMENT_END, name), self.token) self.consume() - def character_data(self, strip = True): - data = '' + def character_data(self, strip=True): + data = "" while self.token.type == XML_CHARACTER_DATA: data += self.token.name_or_data self.consume() @@ -994,13 +1080,13 @@ class GprofParser(Parser): def readline(self): line = self.fp.readline() if not line: - sys.stderr.write('error: unexpected end of file\n') + sys.stderr.write("error: unexpected end of file\n") sys.exit(1) - line = line.rstrip('\r\n') + line = line.rstrip("\r\n") return line - _int_re = re.compile(r'^\d+$') - _float_re = re.compile(r'^\d+\.\d+$') + _int_re = re.compile(r"^\d+$") + _float_re = re.compile(r"^\d+\.\d+$") def translate(self, mo): """Extract a structure from a match object, while translating the types in the process.""" @@ -1013,67 +1099,68 @@ class GprofParser(Parser): value = int(value) elif self._float_re.match(value): value = float(value) - attrs[name] = (value) + attrs[name] = value return Struct(attrs) _cg_header_re = re.compile( # original gprof header - r'^\s+called/total\s+parents\s*$|' + - r'^index\s+%time\s+self\s+descendents\s+called\+self\s+name\s+index\s*$|' + - r'^\s+called/total\s+children\s*$|' + + r"^\s+called/total\s+parents\s*$|" + + r"^index\s+%time\s+self\s+descendents\s+called\+self\s+name\s+index\s*$|" + + r"^\s+called/total\s+children\s*$|" + + # GNU gprof header - r'^index\s+%\s+time\s+self\s+children\s+called\s+name\s*$' + r"^index\s+%\s+time\s+self\s+children\s+called\s+name\s*$" ) _cg_ignore_re = re.compile( # spontaneous - r'^\s+\s*$|' + r"^\s+\s*$|" # internal calls (such as "mcount") - r'^.*\((\d+)\)$' + r"^.*\((\d+)\)$" ) _cg_primary_re = re.compile( - r'^\[(?P\d+)\]?' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?:(?P\d+)(?:\+(?P\d+))?)?' + - r'\s+(?P\S.*?)' + - r'(?:\s+\d+)>)?' + - r'\s\[(\d+)\]$' + r"^\[(?P\d+)\]?" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?:(?P\d+)(?:\+(?P\d+))?)?" + + r"\s+(?P\S.*?)" + + r"(?:\s+\d+)>)?" + + r"\s\[(\d+)\]$" ) _cg_parent_re = re.compile( - r'^\s+(?P\d+\.\d+)?' + - r'\s+(?P\d+\.\d+)?' + - r'\s+(?P\d+)(?:/(?P\d+))?' + - r'\s+(?P\S.*?)' + - r'(?:\s+\d+)>)?' + - r'\s\[(?P\d+)\]$' + r"^\s+(?P\d+\.\d+)?" + + r"\s+(?P\d+\.\d+)?" + + r"\s+(?P\d+)(?:/(?P\d+))?" + + r"\s+(?P\S.*?)" + + r"(?:\s+\d+)>)?" + + r"\s\[(?P\d+)\]$" ) _cg_child_re = _cg_parent_re _cg_cycle_header_re = re.compile( - r'^\[(?P\d+)\]?' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?:(?P\d+)(?:\+(?P\d+))?)?' + - r'\s+\d+)\sas\sa\swhole>' + - r'\s\[(\d+)\]$' + r"^\[(?P\d+)\]?" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?:(?P\d+)(?:\+(?P\d+))?)?" + + r"\s+\d+)\sas\sa\swhole>" + + r"\s\[(\d+)\]$" ) _cg_cycle_member_re = re.compile( - r'^\s+(?P\d+\.\d+)?' + - r'\s+(?P\d+\.\d+)?' + - r'\s+(?P\d+)(?:\+(?P\d+))?' + - r'\s+(?P\S.*?)' + - r'(?:\s+\d+)>)?' + - r'\s\[(?P\d+)\]$' + r"^\s+(?P\d+\.\d+)?" + + r"\s+(?P\d+\.\d+)?" + + r"\s+(?P\d+)(?:\+(?P\d+))?" + + r"\s+(?P\S.*?)" + + r"(?:\s+\d+)>)?" + + r"\s\[(?P\d+)\]$" ) - _cg_sep_re = re.compile(r'^--+$') + _cg_sep_re = re.compile(r"^--+$") def parse_function_entry(self, lines): parents = [] @@ -1081,17 +1168,17 @@ class GprofParser(Parser): while True: if not lines: - sys.stderr.write('warning: unexpected end of entry\n') + sys.stderr.write("warning: unexpected end of entry\n") line = lines.pop(0) - if line.startswith('['): + if line.startswith("["): break - + # read function parent line mo = self._cg_parent_re.match(line) if not mo: if self._cg_ignore_re.match(line): continue - sys.stderr.write('warning: unrecognized call graph entry: %r\n' % line) + sys.stderr.write("warning: unrecognized call graph entry: %r\n" % line) else: parent = self.translate(mo) parents.append(parent) @@ -1099,24 +1186,24 @@ class GprofParser(Parser): # read primary line mo = self._cg_primary_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry: %r\n' % line) + sys.stderr.write("warning: unrecognized call graph entry: %r\n" % line) return else: function = self.translate(mo) while lines: line = lines.pop(0) - + # read function subroutine line mo = self._cg_child_re.match(line) if not mo: if self._cg_ignore_re.match(line): continue - sys.stderr.write('warning: unrecognized call graph entry: %r\n' % line) + sys.stderr.write("warning: unrecognized call graph entry: %r\n" % line) else: child = self.translate(mo) children.append(child) - + function.parents = parents function.children = children @@ -1128,7 +1215,7 @@ class GprofParser(Parser): line = lines[0] mo = self._cg_cycle_header_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry: %r\n' % line) + sys.stderr.write("warning: unrecognized call graph entry: %r\n" % line) return cycle = self.translate(mo) @@ -1137,11 +1224,11 @@ class GprofParser(Parser): for line in lines[1:]: mo = self._cg_cycle_member_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry: %r\n' % line) + sys.stderr.write("warning: unrecognized call graph entry: %r\n" % line) continue call = self.translate(mo) cycle.functions.append(call) - + self.cycles[cycle.cycle] = cycle def parse_cg_entry(self, lines): @@ -1162,22 +1249,22 @@ class GprofParser(Parser): # process call graph entries entry_lines = [] - while line != '\014': # form feed + while line != "\014": # form feed if line and not line.isspace(): if self._cg_sep_re.match(line): self.parse_cg_entry(entry_lines) entry_lines = [] else: - entry_lines.append(line) + entry_lines.append(line) line = self.readline() - + def parse(self): self.parse_cg() self.fp.close() profile = Profile() profile[TIME] = 0.0 - + cycles = {} for index in self.cycles: cycles[index] = Cycle() @@ -1192,16 +1279,16 @@ class GprofParser(Parser): call = Call(entry.index) call[CALLS] = entry.called_self function.called += entry.called_self - + # populate the function calls for child in entry.children: call = Call(child.index) - + assert child.called is not None call[CALLS] = child.called if child.index not in self.functions: - # NOTE: functions that were never called but were discovered by gprof's + # NOTE: functions that were never called but were discovered by gprof's # static call graph analysis dont have a call graph entry so we need # to add them here missing = Function(child.index, child.name) @@ -1217,7 +1304,9 @@ class GprofParser(Parser): try: cycle = cycles[entry.cycle] except KeyError: - sys.stderr.write('warning: entry missing\n' % entry.cycle) + sys.stderr.write( + "warning: entry missing\n" % entry.cycle + ) cycle = Cycle() cycles[entry.cycle] = cycle cycle.add_function(function) @@ -1267,13 +1356,13 @@ class AXEParser(Parser): def readline(self): line = self.fp.readline() if not line: - sys.stderr.write('error: unexpected end of file\n') + sys.stderr.write("error: unexpected end of file\n") sys.exit(1) - line = line.rstrip('\r\n') + line = line.rstrip("\r\n") return line - _int_re = re.compile(r'^\d+$') - _float_re = re.compile(r'^\d+\.\d+$') + _int_re = re.compile(r"^\d+$") + _float_re = re.compile(r"^\d+\.\d+$") def translate(self, mo): """Extract a structure from a match object, while translating the types in the process.""" @@ -1286,51 +1375,48 @@ class AXEParser(Parser): value = int(value) elif self._float_re.match(value): value = float(value) - attrs[name] = (value) + attrs[name] = value return Struct(attrs) - _cg_header_re = re.compile( - '^Index |' - '^-----+ ' - ) + _cg_header_re = re.compile("^Index |" "^-----+ ") - _cg_footer_re = re.compile('^Index\s+Function\s*$') + _cg_footer_re = re.compile("^Index\s+Function\s*$") _cg_primary_re = re.compile( - r'^\[(?P\d+)\]?' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\S.*?)' + - r'(?:\s+\d+)>)?' + - r'\s+\[(\d+)\]$' + r"^\[(?P\d+)\]?" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\S.*?)" + + r"(?:\s+\d+)>)?" + + r"\s+\[(\d+)\]$" ) _cg_parent_re = re.compile( - r'^\s+(?P\d+\.\d+)?' + - r'\s+(?P\d+\.\d+)?' + - r'\s+(?P\S.*?)' + - r'(?:\s+\d+)>)?' + - r'\s+\[(?P\d+)\]$' + r"^\s+(?P\d+\.\d+)?" + + r"\s+(?P\d+\.\d+)?" + + r"\s+(?P\S.*?)" + + r"(?:\s+\d+)>)?" + + r"\s+\[(?P\d+)\]$" ) _cg_child_re = _cg_parent_re _cg_cycle_header_re = re.compile( - r'^\[(?P\d+)\]?' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\d+\.\d+)' + - r'\s+(?P\d+\.\d+)' + - r'\s+\d+)\sas\sa\swhole>' + - r'\s+\[(\d+)\]$' + r"^\[(?P\d+)\]?" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\d+\.\d+)" + + r"\s+(?P\d+\.\d+)" + + r"\s+\d+)\sas\sa\swhole>" + + r"\s+\[(\d+)\]$" ) _cg_cycle_member_re = re.compile( - r'^\s+(?P\d+\.\d+)?' + - r'\s+(?P\d+\.\d+)?' + - r'\s+(?P\S.*?)' + - r'(?:\s+\d+)>)?' + - r'\s+\[(?P\d+)\]$' + r"^\s+(?P\d+\.\d+)?" + + r"\s+(?P\d+\.\d+)?" + + r"\s+(?P\S.*?)" + + r"(?:\s+\d+)>)?" + + r"\s+\[(?P\d+)\]$" ) def parse_function_entry(self, lines): @@ -1339,42 +1425,46 @@ class AXEParser(Parser): while True: if not lines: - sys.stderr.write('warning: unexpected end of entry\n') + sys.stderr.write("warning: unexpected end of entry\n") return line = lines.pop(0) - if line.startswith('['): + if line.startswith("["): break - + # read function parent line mo = self._cg_parent_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry (1): %r\n' % line) + sys.stderr.write( + "warning: unrecognized call graph entry (1): %r\n" % line + ) else: parent = self.translate(mo) - if parent.name != '': + if parent.name != "": parents.append(parent) # read primary line mo = self._cg_primary_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry (2): %r\n' % line) + sys.stderr.write("warning: unrecognized call graph entry (2): %r\n" % line) return else: function = self.translate(mo) while lines: line = lines.pop(0) - + # read function subroutine line mo = self._cg_child_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry (3): %r\n' % line) + sys.stderr.write( + "warning: unrecognized call graph entry (3): %r\n" % line + ) else: child = self.translate(mo) - if child.name != '': + if child.name != "": children.append(child) - if function.name != '': + if function.name != "": function.parents = parents function.children = children @@ -1386,23 +1476,25 @@ class AXEParser(Parser): parents = [] while True: if not lines: - sys.stderr.write('warning: unexpected end of cycle entry\n') + sys.stderr.write("warning: unexpected end of cycle entry\n") return line = lines.pop(0) - if line.startswith('['): + if line.startswith("["): break mo = self._cg_parent_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry (6): %r\n' % line) + sys.stderr.write( + "warning: unrecognized call graph entry (6): %r\n" % line + ) else: parent = self.translate(mo) - if parent.name != '': + if parent.name != "": parents.append(parent) # read cycle header line mo = self._cg_cycle_header_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry (4): %r\n' % line) + sys.stderr.write("warning: unrecognized call graph entry (4): %r\n" % line) return cycle = self.translate(mo) @@ -1411,11 +1503,13 @@ class AXEParser(Parser): for line in lines[1:]: mo = self._cg_cycle_member_re.match(line) if not mo: - sys.stderr.write('warning: unrecognized call graph entry (5): %r\n' % line) + sys.stderr.write( + "warning: unrecognized call graph entry (5): %r\n" % line + ) continue call = self.translate(mo) cycle.functions.append(call) - + cycle.parents = parents self.cycles[cycle.cycle] = cycle @@ -1441,17 +1535,19 @@ class AXEParser(Parser): self.parse_cg_entry(entry_lines) entry_lines = [] else: - entry_lines.append(line) + entry_lines.append(line) line = self.readline() def parse(self): - sys.stderr.write('warning: for axe format, edge weights are unreliable estimates derived from\nfunction total times.\n') + sys.stderr.write( + "warning: for axe format, edge weights are unreliable estimates derived from\nfunction total times.\n" + ) self.parse_cg() self.fp.close() profile = Profile() profile[TIME] = 0.0 - + cycles = {} for index in self.cycles: cycles[index] = Cycle() @@ -1461,7 +1557,7 @@ class AXEParser(Parser): function = Function(entry.index, entry.name) function[TIME] = entry.self function[TOTAL_TIME_RATIO] = entry.percentage_time / 100.0 - + # populate the function calls for child in entry.children: call = Call(child.index) @@ -1470,7 +1566,7 @@ class AXEParser(Parser): call[TOTAL_TIME_RATIO] = function[TOTAL_TIME_RATIO] if child.index not in self.functions: - # NOTE: functions that were never called but were discovered by gprof's + # NOTE: functions that were never called but were discovered by gprof's # static call graph analysis dont have a call graph entry so we need # to add them here # FIXME: Is this applicable? @@ -1486,7 +1582,9 @@ class AXEParser(Parser): try: cycle = cycles[entry.cycle] except KeyError: - sys.stderr.write('warning: entry missing\n' % entry.cycle) + sys.stderr.write( + "warning: entry missing\n" % entry.cycle + ) cycle = Cycle() cycles[entry.cycle] = cycle cycle.add_function(function) @@ -1507,19 +1605,19 @@ class AXEParser(Parser): for call in compat_itervalues(function.calls): if call.ratio is not None: callee = profile.functions[call.callee_id] - call[TOTAL_TIME_RATIO] = call.ratio * callee[TOTAL_TIME_RATIO]; + call[TOTAL_TIME_RATIO] = call.ratio * callee[TOTAL_TIME_RATIO] return profile class CallgrindParser(LineParser): """Parser for valgrind's callgrind tool. - + See also: - http://valgrind.org/docs/manual/cl-format.html """ - _call_re = re.compile('^calls=\s*(\d+)\s+((\d+|\+\d+|-\d+|\*)\s+)+$') + _call_re = re.compile("^calls=\s*(\d+)\s+((\d+|\+\d+|-\d+|\*)\s+)+$") def __init__(self, infile): LineParser.__init__(self, infile) @@ -1530,7 +1628,7 @@ class CallgrindParser(LineParser): # Numeric positions self.num_positions = 1 - self.cost_positions = ['line'] + self.cost_positions = ["line"] self.last_positions = [0] # Events @@ -1544,13 +1642,13 @@ class CallgrindParser(LineParser): # read lookahead self.readline() - self.parse_key('version') - self.parse_key('creator') + self.parse_key("version") + self.parse_key("creator") while self.parse_part(): pass if not self.eof(): - sys.stderr.write('warning: line %u: unexpected line\n' % self.line_no) - sys.stderr.write('%s\n' % self.lookahead()) + sys.stderr.write("warning: line %u: unexpected line\n" % self.line_no) + sys.stderr.write("%s\n" % self.lookahead()) # compute derived data self.profile.validate() @@ -1573,63 +1671,64 @@ class CallgrindParser(LineParser): return True def parse_header_line(self): - return \ - self.parse_empty() or \ - self.parse_comment() or \ - self.parse_part_detail() or \ - self.parse_description() or \ - self.parse_event_specification() or \ - self.parse_cost_line_def() or \ - self.parse_cost_summary() - - _detail_keys = set(('cmd', 'pid', 'thread', 'part')) + return ( + self.parse_empty() + or self.parse_comment() + or self.parse_part_detail() + or self.parse_description() + or self.parse_event_specification() + or self.parse_cost_line_def() + or self.parse_cost_summary() + ) + + _detail_keys = set(("cmd", "pid", "thread", "part")) def parse_part_detail(self): return self.parse_keys(self._detail_keys) def parse_description(self): - return self.parse_key('desc') is not None + return self.parse_key("desc") is not None def parse_event_specification(self): - event = self.parse_key('event') + event = self.parse_key("event") if event is None: return False return True def parse_cost_line_def(self): - pair = self.parse_keys(('events', 'positions')) + pair = self.parse_keys(("events", "positions")) if pair is None: return False key, value = pair items = value.split() - if key == 'events': + if key == "events": self.num_events = len(items) self.cost_events = items - if key == 'positions': + if key == "positions": self.num_positions = len(items) self.cost_positions = items - self.last_positions = [0]*self.num_positions + self.last_positions = [0] * self.num_positions return True def parse_cost_summary(self): - pair = self.parse_keys(('summary', 'totals')) + pair = self.parse_keys(("summary", "totals")) if pair is None: return False return True def parse_body_line(self): - return \ - self.parse_empty() or \ - self.parse_comment() or \ - self.parse_cost_line() or \ - self.parse_position_spec() or \ - self.parse_association_spec() - - __subpos_re = r'(0x[0-9a-fA-F]+|\d+|\+\d+|-\d+|\*)' - _cost_re = re.compile(r'^' + - __subpos_re + r'( +' + __subpos_re + r')*' + - r'( +\d+)*' + - '$') + return ( + self.parse_empty() + or self.parse_comment() + or self.parse_cost_line() + or self.parse_position_spec() + or self.parse_association_spec() + ) + + __subpos_re = r"(0x[0-9a-fA-F]+|\d+|\+\d+|-\d+|\*)" + _cost_re = re.compile( + r"^" + __subpos_re + r"( +" + __subpos_re + r")*" + r"( +\d+)*" + "$" + ) def parse_cost_line(self, calls=None): line = self.lookahead().rstrip() @@ -1644,7 +1743,7 @@ class CallgrindParser(LineParser): # last call object, but to the caller's object (ob), so try to # update it when processing a functions cost line try: - self.positions['cob'] = self.positions['ob'] + self.positions["cob"] = self.positions["ob"] except KeyError: pass @@ -1652,16 +1751,16 @@ class CallgrindParser(LineParser): assert len(values) <= self.num_positions + self.num_events positions = values[0 : self.num_positions] - events = values[self.num_positions : ] - events += ['0']*(self.num_events - len(events)) + events = values[self.num_positions :] + events += ["0"] * (self.num_events - len(events)) for i in range(self.num_positions): position = positions[i] - if position == '*': + if position == "*": position = self.last_positions[i] - elif position[0] in '-+': + elif position[0] in "-+": position = self.last_positions[i] + int(position) - elif position.startswith('0x'): + elif position.startswith("0x"): position = int(position, 16) else: position = int(position) @@ -1670,12 +1769,12 @@ class CallgrindParser(LineParser): events = [float(event) for event in events] if calls is None: - function[SAMPLES] += events[0] + function[SAMPLES] += events[0] self.profile[SAMPLES] += events[0] else: callee = self.get_callee() callee.called += calls - + try: call = function.calls[callee.id] except KeyError: @@ -1692,10 +1791,10 @@ class CallgrindParser(LineParser): def parse_association_spec(self): line = self.lookahead() - if not line.startswith('calls='): + if not line.startswith("calls="): return False - _, values = line.split('=', 1) + _, values = line.split("=", 1) values = values.strip().split() calls = int(values[0]) call_position = values[1:] @@ -1705,40 +1804,42 @@ class CallgrindParser(LineParser): return True - _position_re = re.compile('^(?P[cj]?(?:ob|fl|fi|fe|fn))=\s*(?:\((?P\d+)\))?(?:\s*(?P.+))?') + _position_re = re.compile( + "^(?P[cj]?(?:ob|fl|fi|fe|fn))=\s*(?:\((?P\d+)\))?(?:\s*(?P.+))?" + ) _position_table_map = { - 'ob': 'ob', - 'fl': 'fl', - 'fi': 'fl', - 'fe': 'fl', - 'fn': 'fn', - 'cob': 'ob', - 'cfl': 'fl', - 'cfi': 'fl', - 'cfe': 'fl', - 'cfn': 'fn', - 'jfi': 'fl', + "ob": "ob", + "fl": "fl", + "fi": "fl", + "fe": "fl", + "fn": "fn", + "cob": "ob", + "cfl": "fl", + "cfi": "fl", + "cfe": "fl", + "cfn": "fn", + "jfi": "fl", } _position_map = { - 'ob': 'ob', - 'fl': 'fl', - 'fi': 'fl', - 'fe': 'fl', - 'fn': 'fn', - 'cob': 'cob', - 'cfl': 'cfl', - 'cfi': 'cfl', - 'cfe': 'cfl', - 'cfn': 'cfn', - 'jfi': 'jfi', + "ob": "ob", + "fl": "fl", + "fi": "fl", + "fe": "fl", + "fn": "fn", + "cob": "cob", + "cfl": "cfl", + "cfi": "cfl", + "cfe": "cfl", + "cfn": "cfn", + "jfi": "jfi", } def parse_position_spec(self): line = self.lookahead() - - if line.startswith('jump=') or line.startswith('jcnd='): + + if line.startswith("jump=") or line.startswith("jcnd="): self.consume() return True @@ -1752,7 +1853,7 @@ class CallgrindParser(LineParser): if name: self.position_ids[(table, id)] = name else: - name = self.position_ids.get((table, id), '') + name = self.position_ids.get((table, id), "") self.positions[self._position_map[position]] = name self.consume() @@ -1769,12 +1870,12 @@ class CallgrindParser(LineParser): def parse_comment(self): line = self.lookahead() - if not line.startswith('#'): + if not line.startswith("#"): return False self.consume() return True - _key_re = re.compile(r'^(\w+):') + _key_re = re.compile(r"^(\w+):") def parse_key(self, key): pair = self.parse_keys((key,)) @@ -1788,7 +1889,7 @@ class CallgrindParser(LineParser): mo = self._key_re.match(line) if not mo: return None - key, value = line.split(':', 1) + key, value = line.split(":", 1) if key not in keys: return None value = value.strip() @@ -1797,7 +1898,7 @@ class CallgrindParser(LineParser): def make_function(self, module, filename, name): # FIXME: module and filename are not being tracked reliably - #id = '|'.join((module, filename, name)) + # id = '|'.join((module, filename, name)) id = name try: function = self.profile.functions[id] @@ -1811,15 +1912,15 @@ class CallgrindParser(LineParser): return function def get_function(self): - module = self.positions.get('ob', '') - filename = self.positions.get('fl', '') - function = self.positions.get('fn', '') + module = self.positions.get("ob", "") + filename = self.positions.get("fl", "") + function = self.positions.get("fn", "") return self.make_function(module, filename, function) def get_callee(self): - module = self.positions.get('cob', '') - filename = self.positions.get('cfi', '') - function = self.positions.get('cfn', '') + module = self.positions.get("cob", "") + filename = self.positions.get("cfi", "") + function = self.positions.get("cfn", "") return self.make_function(module, filename, function) @@ -1840,7 +1941,7 @@ class PerfParser(LineParser): # Override LineParser.readline to ignore comment lines while True: LineParser.readline(self) - if self.eof() or not self.lookahead().startswith('#'): + if self.eof() or not self.lookahead().startswith("#"): break def parse(self): @@ -1869,7 +1970,7 @@ class PerfParser(LineParser): for call in compat_itervalues(function.calls): if call.ratio is not None: callee = profile.functions[call.callee_id] - call[TOTAL_TIME_RATIO] = call.ratio * callee[TOTAL_TIME_RATIO]; + call[TOTAL_TIME_RATIO] = call.ratio * callee[TOTAL_TIME_RATIO] else: assert False @@ -1914,11 +2015,13 @@ class PerfParser(LineParser): if function is None: break callchain.append(function) - if self.lookahead() == '': + if self.lookahead() == "": self.consume() return callchain - call_re = re.compile(r'^\s+(?P
[0-9a-fA-F]+)\s+(?P.*)\s+\((?P[^)]*)\)$') + call_re = re.compile( + r"^\s+(?P
[0-9a-fA-F]+)\s+(?P.*)\s+\((?P[^)]*)\)$" + ) def parse_call(self): line = self.consume() @@ -1927,13 +2030,13 @@ class PerfParser(LineParser): if not mo: return None - function_name = mo.group('symbol') + function_name = mo.group("symbol") if not function_name: - function_name = mo.group('address') + function_name = mo.group("address") - module = mo.group('module') + module = mo.group("module") - function_id = function_name + ':' + module + function_id = function_name + ":" + module try: function = self.profile.functions[function_id] @@ -1949,18 +2052,18 @@ class PerfParser(LineParser): class OprofileParser(LineParser): """Parser for oprofile callgraph output. - + See also: - http://oprofile.sourceforge.net/doc/opreport.html#opreport-callgraph """ _fields_re = { - 'samples': r'(\d+)', - '%': r'(\S+)', - 'linenr info': r'(?P\(no location information\)|\S+:\d+)', - 'image name': r'(?P\S+(?:\s\(tgid:[^)]*\))?)', - 'app name': r'(?P\S+)', - 'symbol name': r'(?P\(no symbols\)|.+?)', + "samples": r"(\d+)", + "%": r"(\S+)", + "linenr info": r"(?P\(no location information\)|\S+:\d+)", + "image name": r"(?P\S+(?:\s\(tgid:[^)]*\))?)", + "app name": r"(?P\S+)", + "symbol name": r"(?P\(no symbols\)|.+?)", } def __init__(self, infile): @@ -1978,7 +2081,7 @@ class OprofileParser(LineParser): self.update_subentries_dict(callers_total, callers) function_total.samples += function.samples self.update_subentries_dict(callees_total, callees) - + def update_subentries_dict(self, totals, partials): for partial in compat_itervalues(partials): try: @@ -1987,7 +2090,7 @@ class OprofileParser(LineParser): totals[partial.id] = partial else: total.samples += partial.samples - + def parse(self): # read lookahead self.readline() @@ -1999,7 +2102,7 @@ class OprofileParser(LineParser): profile = Profile() reverse_call_samples = {} - + # populate the profile profile[SAMPLES] = 0 for _callers, _function, _callees in compat_itervalues(self.entries): @@ -2022,7 +2125,7 @@ class OprofileParser(LineParser): call = Call(_callee.id) call[SAMPLES2] = _callee.samples function.add_call(call) - + # compute derived data profile.validate() profile.find_cycles() @@ -2036,8 +2139,12 @@ class OprofileParser(LineParser): while not self.match_header(): self.consume() line = self.lookahead() - fields = re.split(r'\s\s+', line) - entry_re = r'^\s*' + r'\s+'.join([self._fields_re[field] for field in fields]) + r'(?P\s+\[self\])?$' + fields = re.split(r"\s\s+", line) + entry_re = ( + r"^\s*" + + r"\s+".join([self._fields_re[field] for field in fields]) + + r"(?P\s+\[self\])?$" + ) self.entry_re = re.compile(entry_re) self.skip_separator() @@ -2062,30 +2169,30 @@ class OprofileParser(LineParser): line = self.consume() mo = self.entry_re.match(line) if not mo: - raise ParseError('failed to parse', line) + raise ParseError("failed to parse", line) fields = mo.groupdict() entry.samples = int(mo.group(1)) - if 'source' in fields and fields['source'] != '(no location information)': - source = fields['source'] - filename, lineno = source.split(':') + if "source" in fields and fields["source"] != "(no location information)": + source = fields["source"] + filename, lineno = source.split(":") entry.filename = filename entry.lineno = int(lineno) else: - source = '' + source = "" entry.filename = None entry.lineno = None - entry.image = fields.get('image', '') - entry.application = fields.get('application', '') - if 'symbol' in fields and fields['symbol'] != '(no symbols)': - entry.symbol = fields['symbol'] + entry.image = fields.get("image", "") + entry.application = fields.get("application", "") + if "symbol" in fields and fields["symbol"] != "(no symbols)": + entry.symbol = fields["symbol"] else: - entry.symbol = '' + entry.symbol = "" if entry.symbol.startswith('"') and entry.symbol.endswith('"'): entry.symbol = entry.symbol[1:-1] - entry.id = ':'.join((entry.application, entry.image, source, entry.symbol)) - entry.self = fields.get('self', None) != None + entry.id = ":".join((entry.application, entry.image, source, entry.symbol)) + entry.self = fields.get("self", None) != None if entry.self: - entry.id += ':self' + entry.id += ":self" if entry.symbol: entry.name = entry.symbol else: @@ -2099,16 +2206,16 @@ class OprofileParser(LineParser): def match_header(self): line = self.lookahead() - return line.startswith('samples') + return line.startswith("samples") def match_separator(self): line = self.lookahead() - return line == '-'*len(line) + return line == "-" * len(line) def match_primary(self): line = self.lookahead() return not line[:1].isspace() - + def match_secondary(self): line = self.lookahead() return line[:1].isspace() @@ -2116,13 +2223,13 @@ class OprofileParser(LineParser): class HProfParser(LineParser): """Parser for java hprof output - + See also: - http://java.sun.com/developer/technicalArticles/Programming/HPROF.html """ - trace_re = re.compile(r'\t(.*)\((.*):(.*)\)') - trace_id_re = re.compile(r'^TRACE (\d+):$') + trace_re = re.compile(r"\t(.*)\((.*):(.*)\)") + trace_id_re = re.compile(r"^TRACE (\d+):$") def __init__(self, infile): LineParser.__init__(self, infile) @@ -2133,12 +2240,14 @@ class HProfParser(LineParser): # read lookahead self.readline() - while not self.lookahead().startswith('------'): self.consume() - while not self.lookahead().startswith('TRACE '): self.consume() + while not self.lookahead().startswith("------"): + self.consume() + while not self.lookahead().startswith("TRACE "): + self.consume() self.parse_traces() - while not self.lookahead().startswith('CPU'): + while not self.lookahead().startswith("CPU"): self.consume() self.parse_samples() @@ -2151,7 +2260,8 @@ class HProfParser(LineParser): # build up callgraph for id, trace in compat_iteritems(self.traces): - if not id in self.samples: continue + if not id in self.samples: + continue mtime = self.samples[id][0] last = None @@ -2183,7 +2293,7 @@ class HProfParser(LineParser): return profile def parse_traces(self): - while self.lookahead().startswith('TRACE '): + while self.lookahead().startswith("TRACE "): self.parse_trace() def parse_trace(self): @@ -2193,11 +2303,11 @@ class HProfParser(LineParser): last = None trace = [] - while self.lookahead().startswith('\t'): + while self.lookahead().startswith("\t"): l = self.consume() match = self.trace_re.search(l) if not match: - #sys.stderr.write('Invalid line: %s\n' % l) + # sys.stderr.write('Invalid line: %s\n' % l) break else: function_name, file, line = match.groups() @@ -2209,8 +2319,10 @@ class HProfParser(LineParser): self.consume() self.consume() - while not self.lookahead().startswith('CPU'): - rank, percent_self, percent_accum, count, traceid, method = self.lookahead().split() + while not self.lookahead().startswith("CPU"): + rank, percent_self, percent_accum, count, traceid, method = ( + self.lookahead().split() + ) self.samples[int(traceid)] = (int(count), method) self.consume() @@ -2224,22 +2336,22 @@ class SysprofParser(XmlParser): objects = {} nodes = {} - self.element_start('profile') + self.element_start("profile") while self.token.type == XML_ELEMENT_START: - if self.token.name_or_data == 'objects': + if self.token.name_or_data == "objects": assert not objects - objects = self.parse_items('objects') - elif self.token.name_or_data == 'nodes': + objects = self.parse_items("objects") + elif self.token.name_or_data == "nodes": assert not nodes - nodes = self.parse_items('nodes') + nodes = self.parse_items("nodes") else: self.parse_value(self.token.name_or_data) - self.element_end('profile') + self.element_end("profile") return self.build_profile(objects, nodes) def parse_items(self, name): - assert name[-1] == 's' + assert name[-1] == "s" items = {} self.element_start(name) while self.token.type == XML_ELEMENT_START: @@ -2251,7 +2363,7 @@ class SysprofParser(XmlParser): def parse_item(self, name): attrs = self.element_start(name) - id = int(attrs['id']) + id = int(attrs["id"]) values = self.parse_values() self.element_end(name) return id, values @@ -2277,42 +2389,42 @@ class SysprofParser(XmlParser): def build_profile(self, objects, nodes): profile = Profile() - + profile[SAMPLES] = 0 for id, object in compat_iteritems(objects): # Ignore fake objects (process names, modules, "Everything", "kernel", etc.) - if object['self'] == 0: + if object["self"] == 0: continue - function = Function(id, object['name']) - function[SAMPLES] = object['self'] + function = Function(id, object["name"]) + function[SAMPLES] = object["self"] profile.add_function(function) profile[SAMPLES] += function[SAMPLES] for id, node in compat_iteritems(nodes): # Ignore fake calls - if node['self'] == 0: + if node["self"] == 0: continue # Find a non-ignored parent - parent_id = node['parent'] + parent_id = node["parent"] while parent_id != 0: parent = nodes[parent_id] - caller_id = parent['object'] - if objects[caller_id]['self'] != 0: + caller_id = parent["object"] + if objects[caller_id]["self"] != 0: break - parent_id = parent['parent'] + parent_id = parent["parent"] if parent_id == 0: continue - callee_id = node['object'] + callee_id = node["object"] - assert objects[caller_id]['self'] - assert objects[callee_id]['self'] + assert objects[caller_id]["self"] + assert objects[callee_id]["self"] function = profile.functions[caller_id] - samples = node['self'] + samples = node["self"] try: call = function.calls[callee_id] except KeyError: @@ -2333,8 +2445,7 @@ class SysprofParser(XmlParser): class XPerfParser(Parser): - """Parser for CSVs generted by XPerf, from Microsoft Windows Performance Tools. - """ + """Parser for CSVs generted by XPerf, from Microsoft Windows Performance Tools.""" def __init__(self, stream): Parser.__init__(self) @@ -2345,15 +2456,17 @@ class XPerfParser(Parser): def parse(self): import csv + reader = csv.reader( - self.stream, - delimiter = ',', - quotechar = None, - escapechar = None, - doublequote = False, - skipinitialspace = True, - lineterminator = '\r\n', - quoting = csv.QUOTE_NONE) + self.stream, + delimiter=",", + quotechar=None, + escapechar=None, + doublequote=False, + skipinitialspace=True, + lineterminator="\r\n", + quoting=csv.QUOTE_NONE, + ) header = True for row in reader: if header: @@ -2361,7 +2474,7 @@ class XPerfParser(Parser): header = False else: self.parse_row(row) - + # compute derived data self.profile.validate() self.profile.find_cycles() @@ -2389,23 +2502,23 @@ class XPerfParser(Parser): else: break fields[name] = value - - process = fields['Process Name'] - symbol = fields['Module'] + '!' + fields['Function'] - weight = fields['Weight'] - count = fields['Count'] - if process == 'Idle': + process = fields["Process Name"] + symbol = fields["Module"] + "!" + fields["Function"] + weight = fields["Weight"] + count = fields["Count"] + + if process == "Idle": return function = self.get_function(process, symbol) function[SAMPLES] += weight * count self.profile[SAMPLES] += weight * count - stack = fields['Stack'] - if stack != '?': - stack = stack.split('/') - assert stack[0] == '[Root]' + stack = fields["Stack"] + if stack != "?": + stack = stack.split("/") + assert stack[0] == "[Root]" if stack[-1] != symbol: # XXX: some cases the sampled function does not appear in the stack stack.append(symbol) @@ -2424,12 +2537,12 @@ class XPerfParser(Parser): caller = callee def get_function(self, process, symbol): - function_id = process + '!' + symbol + function_id = process + "!" + symbol try: function = self.profile.functions[function_id] except KeyError: - module, name = symbol.split('!', 1) + module, name = symbol.split("!", 1) function = Function(function_id, name) function.process = process function.module = module @@ -2460,13 +2573,13 @@ class SleepyParser(Parser): self.calls = {} self.profile = Profile() - + _symbol_re = re.compile( - r'^(?P\w+)' + - r'\s+"(?P[^"]*)"' + - r'\s+"(?P[^"]*)"' + - r'\s+"(?P[^"]*)"' + - r'\s+(?P\d+)$' + r"^(?P\w+)" + + r'\s+"(?P[^"]*)"' + + r'\s+"(?P[^"]*)"' + + r'\s+"(?P[^"]*)"' + + r"\s+(?P\d+)$" ) def openEntry(self, name): @@ -2476,17 +2589,17 @@ class SleepyParser(Parser): name = database_name break - return self.database.open(name, 'rU') + return self.database.open(name, "rU") def parse_symbols(self): - for line in self.openEntry('Symbols.txt'): - line = line.decode('UTF-8') + for line in self.openEntry("Symbols.txt"): + line = line.decode("UTF-8") mo = self._symbol_re.match(line) if mo: symbol_id, module, procname, sourcefile, sourceline = mo.groups() - - function_id = ':'.join([module, procname]) + + function_id = ":".join([module, procname]) try: function = self.profile.functions[function_id] @@ -2499,8 +2612,8 @@ class SleepyParser(Parser): self.symbols[symbol_id] = function def parse_callstacks(self): - for line in self.openEntry('Callstacks.txt'): - line = line.decode('UTF-8') + for line in self.openEntry("Callstacks.txt"): + line = line.decode("UTF-8") fields = line.split() samples = float(fields[0]) @@ -2512,7 +2625,7 @@ class SleepyParser(Parser): callee[SAMPLES] += samples self.profile[SAMPLES] += samples - + for caller in callstack[1:]: try: call = caller.calls[callee.id] @@ -2550,13 +2663,15 @@ class PstatsParser: def __init__(self, *filename): import pstats + try: self.stats = pstats.Stats(*filename) except ValueError: if PYTHON_3: - sys.stderr.write('error: failed to load %s\n' % ', '.join(filename)) + sys.stderr.write("error: failed to load %s\n" % ", ".join(filename)) sys.exit(1) import hotshot.stats + self.stats = hotshot.stats.load(filename[0]) self.profile = Profile() self.function_ids = {} @@ -2595,7 +2710,7 @@ class PstatsParser: call = Call(callee.id) if isinstance(value, tuple): for i in xrange(0, len(value), 4): - nc, cc, tt, ct = value[i:i+4] + nc, cc, tt, ct = value[i : i + 4] if CALLS in call: call[CALLS] += cc else: @@ -2608,11 +2723,11 @@ class PstatsParser: else: call[CALLS] = value - call[TOTAL_TIME] = ratio(value, nc)*ct + call[TOTAL_TIME] = ratio(value, nc) * ct caller.add_call(call) - #self.stats.print_stats() - #self.stats.print_callees() + # self.stats.print_stats() + # self.stats.print_callees() # Compute derived events self.profile.validate() @@ -2624,19 +2739,21 @@ class PstatsParser: class Theme: - def __init__(self, - bgcolor = (0.0, 0.0, 1.0), - mincolor = (0.0, 0.0, 0.0), - maxcolor = (0.0, 0.0, 1.0), - fontname = "Arial", - fontcolor = "white", - nodestyle = "filled", - minfontsize = 10.0, - maxfontsize = 10.0, - minpenwidth = 0.5, - maxpenwidth = 4.0, - gamma = 2.2, - skew = 1.0): + def __init__( + self, + bgcolor=(0.0, 0.0, 1.0), + mincolor=(0.0, 0.0, 0.0), + maxcolor=(0.0, 0.0, 1.0), + fontname="Arial", + fontcolor="white", + nodestyle="filled", + minfontsize=10.0, + maxfontsize=10.0, + minpenwidth=0.5, + maxpenwidth=4.0, + gamma=2.2, + skew=1.0, + ): self.bgcolor = bgcolor self.mincolor = mincolor self.maxcolor = maxcolor @@ -2684,7 +2801,7 @@ class Theme: return self.fontsize(weight) def edge_penwidth(self, weight): - return max(weight*self.maxpenwidth, self.minpenwidth) + return max(weight * self.maxpenwidth, self.minpenwidth) def edge_arrowsize(self, weight): return 0.5 * math.sqrt(self.edge_penwidth(weight)) @@ -2694,21 +2811,21 @@ class Theme: def color(self, weight): weight = min(max(weight, 0.0), 1.0) - + hmin, smin, lmin = self.mincolor hmax, smax, lmax = self.maxcolor - + if self.skew < 0: raise ValueError("Skew must be greater than 0") elif self.skew == 1.0: - h = hmin + weight*(hmax - hmin) - s = smin + weight*(smax - smin) - l = lmin + weight*(lmax - lmin) + h = hmin + weight * (hmax - hmin) + s = smin + weight * (smax - smin) + l = lmin + weight * (lmax - lmin) else: base = self.skew - h = hmin + ((hmax-hmin)*(-1.0 + (base ** weight)) / (base - 1.0)) - s = smin + ((smax-smin)*(-1.0 + (base ** weight)) / (base - 1.0)) - l = lmin + ((lmax-lmin)*(-1.0 + (base ** weight)) / (base - 1.0)) + h = hmin + ((hmax - hmin) * (-1.0 + (base**weight)) / (base - 1.0)) + s = smin + ((smax - smin) * (-1.0 + (base**weight)) / (base - 1.0)) + l = lmin + ((lmax - lmin) * (-1.0 + (base**weight)) / (base - 1.0)) return self.hsl_to_rgb(h, s, l) @@ -2724,13 +2841,13 @@ class Theme: l = min(max(l, 0.0), 1.0) if l <= 0.5: - m2 = l*(s + 1.0) + m2 = l * (s + 1.0) else: - m2 = l + s - l*s - m1 = l*2.0 - m2 - r = self._hue_to_rgb(m1, m2, h + 1.0/3.0) + m2 = l + s - l * s + m1 = l * 2.0 - m2 + r = self._hue_to_rgb(m1, m2, h + 1.0 / 3.0) g = self._hue_to_rgb(m1, m2, h) - b = self._hue_to_rgb(m1, m2, h - 1.0/3.0) + b = self._hue_to_rgb(m1, m2, h - 1.0 / 3.0) # Apply gamma correction r **= self.gamma @@ -2744,50 +2861,50 @@ class Theme: h += 1.0 elif h > 1.0: h -= 1.0 - if h*6 < 1.0: - return m1 + (m2 - m1)*h*6.0 - elif h*2 < 1.0: + if h * 6 < 1.0: + return m1 + (m2 - m1) * h * 6.0 + elif h * 2 < 1.0: return m2 - elif h*3 < 2.0: - return m1 + (m2 - m1)*(2.0/3.0 - h)*6.0 + elif h * 3 < 2.0: + return m1 + (m2 - m1) * (2.0 / 3.0 - h) * 6.0 else: return m1 TEMPERATURE_COLORMAP = Theme( - mincolor = (2.0/3.0, 0.80, 0.25), # dark blue - maxcolor = (0.0, 1.0, 0.5), # satured red - gamma = 1.0 + mincolor=(2.0 / 3.0, 0.80, 0.25), # dark blue + maxcolor=(0.0, 1.0, 0.5), # satured red + gamma=1.0, ) PINK_COLORMAP = Theme( - mincolor = (0.0, 1.0, 0.90), # pink - maxcolor = (0.0, 1.0, 0.5), # satured red + mincolor=(0.0, 1.0, 0.90), # pink + maxcolor=(0.0, 1.0, 0.5), # satured red ) GRAY_COLORMAP = Theme( - mincolor = (0.0, 0.0, 0.85), # light gray - maxcolor = (0.0, 0.0, 0.0), # black + mincolor=(0.0, 0.0, 0.85), # light gray + maxcolor=(0.0, 0.0, 0.0), # black ) BW_COLORMAP = Theme( - minfontsize = 8.0, - maxfontsize = 24.0, - mincolor = (0.0, 0.0, 0.0), # black - maxcolor = (0.0, 0.0, 0.0), # black - minpenwidth = 0.1, - maxpenwidth = 8.0, + minfontsize=8.0, + maxfontsize=24.0, + mincolor=(0.0, 0.0, 0.0), # black + maxcolor=(0.0, 0.0, 0.0), # black + minpenwidth=0.1, + maxpenwidth=8.0, ) PRINT_COLORMAP = Theme( - minfontsize = 18.0, - maxfontsize = 30.0, - fontcolor = "black", - nodestyle = "solid", - mincolor = (0.0, 0.0, 0.0), # black - maxcolor = (0.0, 0.0, 0.0), # black - minpenwidth = 0.1, - maxpenwidth = 8.0, + minfontsize=18.0, + maxfontsize=30.0, + fontcolor="black", + nodestyle="solid", + mincolor=(0.0, 0.0, 0.0), # black + maxcolor=(0.0, 0.0, 0.0), # black + minpenwidth=0.1, + maxpenwidth=8.0, ) @@ -2818,16 +2935,16 @@ class DotWriter: """Split the function name on multiple lines.""" if len(name) > 32: - ratio = 2.0/3.0 - height = max(int(len(name)/(1.0 - ratio) + 0.5), 1) - width = max(len(name)/height, 32) + ratio = 2.0 / 3.0 + height = max(int(len(name) / (1.0 - ratio) + 0.5), 1) + width = max(len(name) / height, 32) # TODO: break lines in symbols name = textwrap.fill(name, width, break_long_words=False) # Take away spaces name = name.replace(", ", ",") name = name.replace("> >", ">>") - name = name.replace("> >", ">>") # catch consecutive + name = name.replace("> >", ">>") # catch consecutive return name @@ -2841,9 +2958,17 @@ class DotWriter: fontcolor = theme.graph_fontcolor() nodestyle = theme.node_style() - self.attr('graph', fontname=fontname, ranksep=0.25, nodesep=0.125) - self.attr('node', fontname=fontname, shape="box", style=nodestyle, fontcolor=fontcolor, width=0, height=0) - self.attr('edge', fontname=fontname) + self.attr("graph", fontname=fontname, ranksep=0.25, nodesep=0.125) + self.attr( + "node", + fontname=fontname, + shape="box", + style=nodestyle, + fontcolor=fontcolor, + width=0, + height=0, + ) + self.attr("edge", fontname=fontname) for _, function in sorted_iteritems(profile.functions): labels = [] @@ -2872,12 +2997,13 @@ class DotWriter: else: weight = 0.0 - label = '\n'.join(labels) - self.node(function.id, - label = label, - color = self.color(theme.node_bgcolor(weight)), - fontcolor = self.color(theme.node_fgcolor(weight)), - fontsize = "%.2f" % theme.node_fontsize(weight), + label = "\n".join(labels) + self.node( + function.id, + label=label, + color=self.color(theme.node_bgcolor(weight)), + fontcolor=self.color(theme.node_fgcolor(weight)), + fontsize="%.2f" % theme.node_fontsize(weight), ) for _, call in sorted_iteritems(function.calls): @@ -2896,25 +3022,27 @@ class DotWriter: else: weight = 0.0 - label = '\n'.join(labels) - - self.edge(function.id, call.callee_id, - label = label, - color = self.color(theme.edge_color(weight)), - fontcolor = self.color(theme.edge_color(weight)), - fontsize = "%.2f" % theme.edge_fontsize(weight), - penwidth = "%.2f" % theme.edge_penwidth(weight), - labeldistance = "%.2f" % theme.edge_penwidth(weight), - arrowsize = "%.2f" % theme.edge_arrowsize(weight), + label = "\n".join(labels) + + self.edge( + function.id, + call.callee_id, + label=label, + color=self.color(theme.edge_color(weight)), + fontcolor=self.color(theme.edge_color(weight)), + fontsize="%.2f" % theme.edge_fontsize(weight), + penwidth="%.2f" % theme.edge_penwidth(weight), + labeldistance="%.2f" % theme.edge_penwidth(weight), + arrowsize="%.2f" % theme.edge_arrowsize(weight), ) self.end_graph() def begin_graph(self): - self.write('digraph {\n') + self.write("digraph {\n") def end_graph(self): - self.write('}\n') + self.write("}\n") def attr(self, what, **attrs): self.write("\t") @@ -2939,7 +3067,7 @@ class DotWriter: def attr_list(self, attrs): if not attrs: return - self.write(' [') + self.write(" [") first = True for name, value in sorted_iteritems(attrs): if first: @@ -2947,15 +3075,15 @@ class DotWriter: else: self.write(", ") self.id(name) - self.write('=') + self.write("=") self.id(value) - self.write(']') + self.write("]") def id(self, id): if isinstance(id, (int, float)): s = str(id) elif isinstance(id, basestring): - if id.isalnum() and not id.startswith('0x'): + if id.isalnum() and not id.startswith("0x"): s = id else: s = self.escape(id) @@ -2971,17 +3099,17 @@ class DotWriter: return 0 if f >= 1.0: return 255 - return int(255.0*f + 0.5) + return int(255.0 * f + 0.5) return "#" + "".join(["%02x" % float2int(c) for c in (r, g, b)]) def escape(self, s): if not PYTHON_3: - s = s.encode('utf-8') - s = s.replace('\\', r'\\') - s = s.replace('\n', r'\n') - s = s.replace('\t', r'\t') - s = s.replace('"', r'\"') + s = s.encode("utf-8") + s = s.replace("\\", r"\\") + s = s.replace("\n", r"\n") + s = s.replace("\t", r"\t") + s = s.replace('"', r"\"") return '"' + s + '"' def write(self, s): @@ -2992,11 +3120,11 @@ class Main: """Main program.""" themes = { - "color": TEMPERATURE_COLORMAP, - "pink": PINK_COLORMAP, - "gray": GRAY_COLORMAP, - "bw": BW_COLORMAP, - "print": PRINT_COLORMAP, + "color": TEMPERATURE_COLORMAP, + "pink": PINK_COLORMAP, + "gray": GRAY_COLORMAP, + "bw": BW_COLORMAP, + "print": PRINT_COLORMAP, } formats = { @@ -3015,10 +3143,10 @@ class Main: def naturalJoin(self, values): if len(values) >= 2: - return ', '.join(values[:-1]) + ' or ' + values[-1] + return ", ".join(values[:-1]) + " or " + values[-1] else: - return ''.join(values) + return "".join(values) def main(self): """Main program.""" @@ -3028,111 +3156,159 @@ class Main: formatNames = list(self.formats.keys()) formatNames.sort() - optparser = optparse.OptionParser( - usage="\n\t%prog [options] [file] ...") + optparser = optparse.OptionParser(usage="\n\t%prog [options] [file] ...") optparser.add_option( - '-o', '--output', metavar='FILE', - type="string", dest="output", - help="output filename [stdout]") + "-o", + "--output", + metavar="FILE", + type="string", + dest="output", + help="output filename [stdout]", + ) optparser.add_option( - '-n', '--node-thres', metavar='PERCENTAGE', - type="float", dest="node_thres", default=0.5, - help="eliminate nodes below this threshold [default: %default]") + "-n", + "--node-thres", + metavar="PERCENTAGE", + type="float", + dest="node_thres", + default=0.5, + help="eliminate nodes below this threshold [default: %default]", + ) optparser.add_option( - '-e', '--edge-thres', metavar='PERCENTAGE', - type="float", dest="edge_thres", default=0.1, - help="eliminate edges below this threshold [default: %default]") + "-e", + "--edge-thres", + metavar="PERCENTAGE", + type="float", + dest="edge_thres", + default=0.1, + help="eliminate edges below this threshold [default: %default]", + ) optparser.add_option( - '-f', '--format', - type="choice", choices=formatNames, - dest="format", default="prof", - help="profile format: %s [default: %%default]" % self.naturalJoin(formatNames)) + "-f", + "--format", + type="choice", + choices=formatNames, + dest="format", + default="prof", + help="profile format: %s [default: %%default]" + % self.naturalJoin(formatNames), + ) optparser.add_option( - '--total', - type="choice", choices=('callratios', 'callstacks'), - dest="totalMethod", default=totalMethod, - help="preferred method of calculating total time: callratios or callstacks (currently affects only perf format) [default: %default]") + "--total", + type="choice", + choices=("callratios", "callstacks"), + dest="totalMethod", + default=totalMethod, + help="preferred method of calculating total time: callratios or callstacks (currently affects only perf format) [default: %default]", + ) optparser.add_option( - '-c', '--colormap', - type="choice", choices=('color', 'pink', 'gray', 'bw', 'print'), - dest="theme", default="color", - help="color map: color, pink, gray, bw, or print [default: %default]") + "-c", + "--colormap", + type="choice", + choices=("color", "pink", "gray", "bw", "print"), + dest="theme", + default="color", + help="color map: color, pink, gray, bw, or print [default: %default]", + ) optparser.add_option( - '-s', '--strip', + "-s", + "--strip", action="store_true", - dest="strip", default=False, - help="strip function parameters, template parameters, and const modifiers from demangled C++ function names") + dest="strip", + default=False, + help="strip function parameters, template parameters, and const modifiers from demangled C++ function names", + ) optparser.add_option( - '-w', '--wrap', + "-w", + "--wrap", action="store_true", - dest="wrap", default=False, - help="wrap function names") + dest="wrap", + default=False, + help="wrap function names", + ) optparser.add_option( - '--show-samples', + "--show-samples", action="store_true", - dest="show_samples", default=False, - help="show function samples") + dest="show_samples", + default=False, + help="show function samples", + ) # add option to create subtree or show paths optparser.add_option( - '-z', '--root', + "-z", + "--root", type="string", - dest="root", default="", - help="prune call graph to show only descendants of specified root function") + dest="root", + default="", + help="prune call graph to show only descendants of specified root function", + ) optparser.add_option( - '-l', '--leaf', + "-l", + "--leaf", type="string", - dest="leaf", default="", - help="prune call graph to show only ancestors of specified leaf function") + dest="leaf", + default="", + help="prune call graph to show only ancestors of specified leaf function", + ) # add a new option to control skew of the colorization curve optparser.add_option( - '--skew', - type="float", dest="theme_skew", default=1.0, - help="skew the colorization curve. Values < 1.0 give more variety to lower percentages. Values > 1.0 give less variety to lower percentages") + "--skew", + type="float", + dest="theme_skew", + default=1.0, + help="skew the colorization curve. Values < 1.0 give more variety to lower percentages. Values > 1.0 give less variety to lower percentages", + ) (self.options, self.args) = optparser.parse_args(sys.argv[1:]) - if len(self.args) > 1 and self.options.format != 'pstats': - optparser.error('incorrect number of arguments') + if len(self.args) > 1 and self.options.format != "pstats": + optparser.error("incorrect number of arguments") try: self.theme = self.themes[self.options.theme] except KeyError: - optparser.error('invalid colormap \'%s\'' % self.options.theme) - + optparser.error("invalid colormap '%s'" % self.options.theme) + # set skew on the theme now that it has been picked. if self.options.theme_skew: self.theme.skew = self.options.theme_skew - + totalMethod = self.options.totalMethod try: Format = self.formats[self.options.format] except KeyError: - optparser.error('invalid format \'%s\'' % self.options.format) + optparser.error("invalid format '%s'" % self.options.format) if Format.stdinInput: if not self.args: fp = sys.stdin else: - fp = open(self.args[0], 'rt') + fp = open(self.args[0], "rt") parser = Format(fp) elif Format.multipleInput: if not self.args: - optparser.error('at least a file must be specified for %s input' % self.options.format) + optparser.error( + "at least a file must be specified for %s input" + % self.options.format + ) parser = Format(*self.args) else: if len(self.args) != 1: - optparser.error('exactly one file must be specified for %s input' % self.options.format) + optparser.error( + "exactly one file must be specified for %s input" + % self.options.format + ) parser = Format(self.args[0]) self.profile = parser.parse() - + if self.options.output is None: self.output = sys.stdout else: if PYTHON_3: - self.output = open(self.options.output, 'wt', encoding='UTF-8') + self.output = open(self.options.output, "wt", encoding="UTF-8") else: - self.output = open(self.options.output, 'wt') + self.output = open(self.options.output, "wt") self.write_graph() @@ -3144,18 +3320,26 @@ class Main: dot.show_function_events.append(SAMPLES) profile = self.profile - profile.prune(self.options.node_thres/100.0, self.options.edge_thres/100.0) - + profile.prune(self.options.node_thres / 100.0, self.options.edge_thres / 100.0) + if self.options.root: rootId = profile.getFunctionId(self.options.root) if not rootId: - sys.stderr.write('root node ' + self.options.root + ' not found (might already be pruned : try -e0 -n0 flags)\n') + sys.stderr.write( + "root node " + + self.options.root + + " not found (might already be pruned : try -e0 -n0 flags)\n" + ) sys.exit(1) profile.prune_root(rootId) if self.options.leaf: leafId = profile.getFunctionId(self.options.leaf) if not leafId: - sys.stderr.write('leaf node ' + self.options.leaf + ' not found (maybe already pruned : try -e0 -n0 flags)\n') + sys.stderr.write( + "leaf node " + + self.options.leaf + + " not found (maybe already pruned : try -e0 -n0 flags)\n" + ) sys.exit(1) profile.prune_leaf(leafId) @@ -3166,5 +3350,5 @@ def main(): Main().main() -if __name__ == '__main__': +if __name__ == "__main__": main() diff --git a/pyphi/__init__.py b/pyphi/__init__.py index fe13d10a8..850717bba 100644 --- a/pyphi/__init__.py +++ b/pyphi/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # __init__.py # _|_|_| diff --git a/pyphi/actual.py b/pyphi/actual.py index 0ebd532bd..e48fefbda 100644 --- a/pyphi/actual.py +++ b/pyphi/actual.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # actual.py """ Methods for computing actual causation of subsystems and mechanisms. @@ -354,7 +355,9 @@ def partitioned_repertoire(self, direction, partition): """Compute the repertoire over the partition in the given direction.""" system = self.system[direction] if config.REPERTOIRE_DISTANCE == "GENERALIZED_INTRINSIC_DIFFERENCE": - purview_state = tuple(self.purview_state(direction)[node] for node in partition.purview) + purview_state = tuple( + self.purview_state(direction)[node] for node in partition.purview + ) return system.partitioned_repertoire( direction, partition, state=purview_state ) diff --git a/pyphi/cache/__init__.py b/pyphi/cache/__init__.py index 5a37ed503..70c87f51c 100644 --- a/pyphi/cache/__init__.py +++ b/pyphi/cache/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # cache/__init__.py """Memoization and caching utilities.""" diff --git a/pyphi/cache/cache_utils.py b/pyphi/cache/cache_utils.py index 6f658ae34..b240d6c4b 100644 --- a/pyphi/cache/cache_utils.py +++ b/pyphi/cache/cache_utils.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # cache/cache_utils.py """Common utilities for caching.""" diff --git a/pyphi/cache/redis.py b/pyphi/cache/redis.py index 8df219b74..ff7f6b209 100644 --- a/pyphi/cache/redis.py +++ b/pyphi/cache/redis.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # cache/redis.py """Provides a Redis backend for caching.""" diff --git a/pyphi/combinatorics.py b/pyphi/combinatorics.py index a102a3a86..ef7681f15 100644 --- a/pyphi/combinatorics.py +++ b/pyphi/combinatorics.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # combinatorics.py """Combinatorial utilities.""" diff --git a/pyphi/compositional_state.py b/pyphi/compositional_state.py index a12c77d75..9bc3a464b 100644 --- a/pyphi/compositional_state.py +++ b/pyphi/compositional_state.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # compositional_state.py import pprint diff --git a/pyphi/compute/__init__.py b/pyphi/compute/__init__.py index 4f5f56a6b..64ca35774 100644 --- a/pyphi/compute/__init__.py +++ b/pyphi/compute/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # compute/__init__.py """See |compute.subsystem| and |compute.network| for documentation.""" diff --git a/pyphi/compute/network.py b/pyphi/compute/network.py index 961160911..c1ab19cc7 100644 --- a/pyphi/compute/network.py +++ b/pyphi/compute/network.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # compute/network.py """Functions for computing network-level properties.""" diff --git a/pyphi/compute/subsystem.py b/pyphi/compute/subsystem.py index 63a5eb121..d393b27d1 100644 --- a/pyphi/compute/subsystem.py +++ b/pyphi/compute/subsystem.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # compute/subsystem.py """Functions for computing subsystem-level properties.""" diff --git a/pyphi/conf.py b/pyphi/conf.py index f297403d5..390db890c 100644 --- a/pyphi/conf.py +++ b/pyphi/conf.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # conf.py """ Configuring PyPhi diff --git a/pyphi/connectivity.py b/pyphi/connectivity.py index 24c380c06..ec15d8f49 100644 --- a/pyphi/connectivity.py +++ b/pyphi/connectivity.py @@ -1,5 +1,6 @@ +# -*- coding: utf-8 -*- # connectivity.py -"""Functions for determining network connectivity properties. """ +"""Functions for determining network connectivity properties.""" from typing import Optional, Tuple @@ -8,7 +9,9 @@ from scipy.sparse.csgraph import connected_components -def subadjacency(cm: ArrayLike, source: Tuple[int, ...], target: Optional[Tuple[int, ...]] = None) -> np.ndarray: +def subadjacency( + cm: ArrayLike, source: Tuple[int, ...], target: Optional[Tuple[int, ...]] = None +) -> np.ndarray: """Return the sub-adjacency matrix for two groups of nodes. This gives the connections from the first group to the second group. @@ -34,7 +37,9 @@ def subadjacency(cm: ArrayLike, source: Tuple[int, ...], target: Optional[Tuple[ return cm[np.ix_(source, target)] -def apply_boundary_conditions_to_cm(external_indices: Tuple[int, ...], cm: ArrayLike) -> np.ndarray: +def apply_boundary_conditions_to_cm( + external_indices: Tuple[int, ...], cm: ArrayLike +) -> np.ndarray: """Remove connections to or from external nodes.""" cm = cm.copy() cm[external_indices, :] = 0 # Zero-out row @@ -61,7 +66,9 @@ def causally_significant_nodes(cm: ArrayLike) -> Tuple[int, ...]: # TODO: better name? -def relevant_connections(n: int, _from: Tuple[int, ...], to: Tuple[int, ...]) -> np.ndarray: +def relevant_connections( + n: int, _from: Tuple[int, ...], to: Tuple[int, ...] +) -> np.ndarray: """Construct a connectivity matrix. Args: @@ -156,7 +163,9 @@ def inputs_to(nodes): # TODO: simplify the conditional validation here and in block_cm # TODO: combine with fully_connected -def block_reducible(cm: ArrayLike, nodes1: Tuple[int, ...], nodes2: Tuple[int, ...]) -> bool: +def block_reducible( + cm: ArrayLike, nodes1: Tuple[int, ...], nodes2: Tuple[int, ...] +) -> bool: """Return whether connections from ``nodes1`` to ``nodes2`` are reducible. Args: @@ -178,7 +187,9 @@ def block_reducible(cm: ArrayLike, nodes1: Tuple[int, ...], nodes2: Tuple[int, . return False -def _connected(cm: ArrayLike, nodes: Optional[Tuple[int, ...]], connection: str) -> bool: +def _connected( + cm: ArrayLike, nodes: Optional[Tuple[int, ...]], connection: str +) -> bool: """Test connectivity for the connectivity matrix.""" if nodes is not None: cm = subadjacency(cm, nodes) diff --git a/pyphi/constants.py b/pyphi/constants.py index 868183e13..486610bd3 100644 --- a/pyphi/constants.py +++ b/pyphi/constants.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # constants.py """Package-wide constants.""" diff --git a/pyphi/convert.py b/pyphi/convert.py index cc564b41d..f11c7f807 100644 --- a/pyphi/convert.py +++ b/pyphi/convert.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # convert.py """Conversion functions. diff --git a/pyphi/data_structures/__init__.py b/pyphi/data_structures/__init__.py index d48cc61da..6d65efb2c 100644 --- a/pyphi/data_structures/__init__.py +++ b/pyphi/data_structures/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # data_structures/__init__.py """Provides implementations of various data structures.""" diff --git a/pyphi/data_structures/array_like.py b/pyphi/data_structures/array_like.py index 12f75b71f..27c53b659 100644 --- a/pyphi/data_structures/array_like.py +++ b/pyphi/data_structures/array_like.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # data_structures/array_like.py from numbers import Number diff --git a/pyphi/data_structures/deepchainmap.py b/pyphi/data_structures/deepchainmap.py index 68d215432..858349987 100644 --- a/pyphi/data_structures/deepchainmap.py +++ b/pyphi/data_structures/deepchainmap.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # data_structures/deepchainmap.py # From https://github.com/neutrinoceros/deep_chainmap; MIT License diff --git a/pyphi/data_structures/frozen_map.py b/pyphi/data_structures/frozen_map.py index 51da87c09..c08c9cd53 100644 --- a/pyphi/data_structures/frozen_map.py +++ b/pyphi/data_structures/frozen_map.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # data_structures/frozen_map.py import typing diff --git a/pyphi/data_structures/hashable_ordered_set.py b/pyphi/data_structures/hashable_ordered_set.py index f0f41e3a7..b93a3bfb4 100644 --- a/pyphi/data_structures/hashable_ordered_set.py +++ b/pyphi/data_structures/hashable_ordered_set.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # data_structures/hashable_ordered_set.py from ordered_set import OrderedSet diff --git a/pyphi/data_structures/pyphi_float.py b/pyphi/data_structures/pyphi_float.py index b55b9313c..212111ca4 100644 --- a/pyphi/data_structures/pyphi_float.py +++ b/pyphi/data_structures/pyphi_float.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # data_structures/pyphi_float.py from ..conf import config diff --git a/pyphi/deferred/__init__.py b/pyphi/deferred/__init__.py index 1bafe1141..4a9928ad1 100644 --- a/pyphi/deferred/__init__.py +++ b/pyphi/deferred/__init__.py @@ -1,2 +1,3 @@ +# -*- coding: utf-8 -*- # deferred/__init__.py """Provides deferred imports to minimize core runtime dependencies.""" diff --git a/pyphi/deferred/ray.py b/pyphi/deferred/ray.py index 01c4b2117..1e630e097 100644 --- a/pyphi/deferred/ray.py +++ b/pyphi/deferred/ray.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # deferred/ray.py """Provide the optional Ray dependency.""" diff --git a/pyphi/direction.py b/pyphi/direction.py index a3f0b45e0..4d252de2c 100644 --- a/pyphi/direction.py +++ b/pyphi/direction.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # direction.py """Causal directions.""" @@ -31,7 +32,9 @@ def to_json(self) -> Dict[str, str]: def from_json(cls, dct: Dict[str, str]) -> "Direction": return cls[dct["direction"]] - def order(self, mechanism: Tuple[int, ...], purview: Tuple[int, ...]) -> Tuple[Tuple[int, ...], Tuple[int, ...]]: + def order( + self, mechanism: Tuple[int, ...], purview: Tuple[int, ...] + ) -> Tuple[Tuple[int, ...], Tuple[int, ...]]: """Order the mechanism and purview in time. If the direction is ``CAUSE``, then the purview is at |t-1| and the diff --git a/pyphi/distribution.py b/pyphi/distribution.py index 32056d226..322ef16f3 100644 --- a/pyphi/distribution.py +++ b/pyphi/distribution.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # distribution.py """Functions for manipulating probability distributions.""" diff --git a/pyphi/dynamics.py b/pyphi/dynamics.py index 4c7310468..86a56c3f7 100644 --- a/pyphi/dynamics.py +++ b/pyphi/dynamics.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # dynamics.py """Functions for simulating system state trajectories.""" diff --git a/pyphi/examples.py b/pyphi/examples.py index 8a1e09c99..57416a41a 100644 --- a/pyphi/examples.py +++ b/pyphi/examples.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # examples.py """Example networks and subsystems to go along with the documentation.""" diff --git a/pyphi/exceptions.py b/pyphi/exceptions.py index 50d814740..af2d69ed3 100644 --- a/pyphi/exceptions.py +++ b/pyphi/exceptions.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # exceptions.py """PyPhi exceptions.""" @@ -7,7 +8,9 @@ class MissingOptionalDependenciesError(ModuleNotFoundError): """The user needs to install extra dependencies.""" - MSG: str = "Please re-install PyPhi with `pyphi[{dependencies}]` to use this feature." + MSG: str = ( + "Please re-install PyPhi with `pyphi[{dependencies}]` to use this feature." + ) class StateUnreachableError(ValueError): diff --git a/pyphi/graphs.py b/pyphi/graphs.py index b8eb68327..02b1cdcfa 100644 --- a/pyphi/graphs.py +++ b/pyphi/graphs.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # graphs.py """Graph-theoretic algorithms.""" diff --git a/pyphi/jsonify.py b/pyphi/jsonify.py index 973140ee3..f59c24f78 100644 --- a/pyphi/jsonify.py +++ b/pyphi/jsonify.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # jsonify.py """ PyPhi- and NumPy-aware JSON serialization. diff --git a/pyphi/labels.py b/pyphi/labels.py index d0d7ff25f..016713281 100644 --- a/pyphi/labels.py +++ b/pyphi/labels.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # labels.py """Helper class representing labels of network nodes.""" diff --git a/pyphi/log.py b/pyphi/log.py index bacd13d95..7286827c3 100644 --- a/pyphi/log.py +++ b/pyphi/log.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # log.py """Utilities for logging and progress bars.""" diff --git a/pyphi/macro.py b/pyphi/macro.py index 251fcafc7..286ab93a0 100644 --- a/pyphi/macro.py +++ b/pyphi/macro.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # macro.py """Methods for coarse-graining systems to different levels of spatial analysis.""" diff --git a/pyphi/metrics/__init__.py b/pyphi/metrics/__init__.py index 8d3bf8384..aaa5cb6bd 100644 --- a/pyphi/metrics/__init__.py +++ b/pyphi/metrics/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # metrics/__init__.py """Distance functions.""" diff --git a/pyphi/metrics/ces.py b/pyphi/metrics/ces.py index e17fbe33e..aee0c0932 100644 --- a/pyphi/metrics/ces.py +++ b/pyphi/metrics/ces.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # metrics/ces.py """Functions for computing distances between cause-effect structures.""" diff --git a/pyphi/metrics/distribution.py b/pyphi/metrics/distribution.py index 9da58a0c2..d98334bd5 100644 --- a/pyphi/metrics/distribution.py +++ b/pyphi/metrics/distribution.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # metrics/distribution.py """Metrics on probability distributions.""" diff --git a/pyphi/models/__init__.py b/pyphi/models/__init__.py index 060d08c88..1ad84ba37 100644 --- a/pyphi/models/__init__.py +++ b/pyphi/models/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # models/__init__.py """See |models.subsystem|, |models.mechanism|, and |models.cuts| for documentation. diff --git a/pyphi/models/actual_causation.py b/pyphi/models/actual_causation.py index e8e9a62fe..aaccb97a2 100644 --- a/pyphi/models/actual_causation.py +++ b/pyphi/models/actual_causation.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # models/actual_causation.py """Objects that represent structures used in actual causation.""" diff --git a/pyphi/models/cmp.py b/pyphi/models/cmp.py index 8790bc2bd..73af1e139 100644 --- a/pyphi/models/cmp.py +++ b/pyphi/models/cmp.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # models/cmp.py """Utilities for comparing phi-objects.""" diff --git a/pyphi/models/cuts.py b/pyphi/models/cuts.py index 9b1f58dbe..d1789dcc5 100644 --- a/pyphi/models/cuts.py +++ b/pyphi/models/cuts.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # models/cuts.py """Objects that represent partitions of sets of nodes.""" diff --git a/pyphi/models/fmt.py b/pyphi/models/fmt.py index 20f54f856..45e196a4f 100644 --- a/pyphi/models/fmt.py +++ b/pyphi/models/fmt.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # models/fmt.py """Helper functions for formatting pretty representations of PyPhi models.""" @@ -19,10 +20,10 @@ HIGH = 2 # Unicode symbols -SMALL_PHI = "\u03C6" -BIG_PHI = "\u03A6" -ALPHA = "\u03B1" -TOP_LEFT_CORNER = "\u250C" +SMALL_PHI = "\u03c6" +BIG_PHI = "\u03a6" +ALPHA = "\u03b1" +TOP_LEFT_CORNER = "\u250c" TOP_RIGHT_CORNER = "\u2510" BOTTOM_LEFT_CORNER = "\u2514" BOTTOM_RIGHT_CORNER = "\u2518" @@ -30,11 +31,11 @@ VERTICAL_SIDE = "\u2502" HEADER_BAR_1 = "\u2550" HEADER_BAR_2 = "\u2501" -HEADER_BAR_3 = "\u254D" +HEADER_BAR_3 = "\u254d" DOTTED_HEADER = "\u2574" LINE = "\u2501" -ARROW_LEFT = "\u25C0" + LINE * 2 -ARROW_RIGHT = LINE * 2 + "\u25B6" +ARROW_LEFT = "\u25c0" + LINE * 2 +ARROW_RIGHT = LINE * 2 + "\u25b6" BACKWARD_CUT_SYMBOL = ARROW_LEFT + "/ /" + LINE * 2 FORWARD_CUT_SYMBOL = LINE * 2 + "/ /" + ARROW_RIGHT EMPTY_SET = "\u2205" diff --git a/pyphi/models/mechanism.py b/pyphi/models/mechanism.py index 7f1950604..8ebdbfebe 100644 --- a/pyphi/models/mechanism.py +++ b/pyphi/models/mechanism.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # models/mechanism.py """Mechanism-level objects.""" diff --git a/pyphi/models/pandas.py b/pyphi/models/pandas.py index f85602bed..a8341d28a 100644 --- a/pyphi/models/pandas.py +++ b/pyphi/models/pandas.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # models/pandas.py """Utilities for working with Pandas data structures.""" diff --git a/pyphi/models/subsystem.py b/pyphi/models/subsystem.py index 70a181d67..601f13bd1 100644 --- a/pyphi/models/subsystem.py +++ b/pyphi/models/subsystem.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # models/subsystem.py """Subsystem-level objects.""" diff --git a/pyphi/network.py b/pyphi/network.py index 2230fd044..64ae6970c 100644 --- a/pyphi/network.py +++ b/pyphi/network.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # network.py """Represents the network of interest. diff --git a/pyphi/network_generator/__init__.py b/pyphi/network_generator/__init__.py index 8826e1e37..d714905df 100644 --- a/pyphi/network_generator/__init__.py +++ b/pyphi/network_generator/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # network_generator/__init__.py """High-level interface for creating systems by specifying architecture.""" diff --git a/pyphi/network_generator/ising.py b/pyphi/network_generator/ising.py index c8e8d85c8..8d5df3b63 100644 --- a/pyphi/network_generator/ising.py +++ b/pyphi/network_generator/ising.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # network_generator/ising.py """Utitlies for implementing the Ising model.""" diff --git a/pyphi/new_big_phi/__init__.py b/pyphi/new_big_phi/__init__.py index b35492faf..113db9e98 100644 --- a/pyphi/new_big_phi/__init__.py +++ b/pyphi/new_big_phi/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # new_big_phi/__init__.py """Implements the IIT 4.0 formalism for system-level analysis.""" diff --git a/pyphi/node.py b/pyphi/node.py index 1274da2a4..1c6ae5b19 100644 --- a/pyphi/node.py +++ b/pyphi/node.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # node.py """Represents a node in a network.""" diff --git a/pyphi/parallel/__init__.py b/pyphi/parallel/__init__.py index 0d19c246e..eb02a1369 100644 --- a/pyphi/parallel/__init__.py +++ b/pyphi/parallel/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # parallel/__init__.py """Provides an interface for distributed computation.""" diff --git a/pyphi/parallel/progress.py b/pyphi/parallel/progress.py index c59350bda..23f819c79 100644 --- a/pyphi/parallel/progress.py +++ b/pyphi/parallel/progress.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # parallel/progress.py """Progress bars for distributed computations.""" diff --git a/pyphi/parallel/tree.py b/pyphi/parallel/tree.py index bf81f79c8..983cd1de4 100644 --- a/pyphi/parallel/tree.py +++ b/pyphi/parallel/tree.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # parallel/tree.py """Classes for specifying distributed computations.""" diff --git a/pyphi/partition.py b/pyphi/partition.py index 6f0c4f7b7..dee320c21 100644 --- a/pyphi/partition.py +++ b/pyphi/partition.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # partition.py """Utilities for generating partitions.""" @@ -61,9 +62,7 @@ def bipartition_indices(N: int) -> List[Tuple[Tuple[int, ...], Tuple[int, ...]]] # TODO? rename to `bipartitions` -def bipartition( - seq: Sequence, nontrivial: bool = False -) -> List[Tuple[Tuple, Tuple]]: +def bipartition(seq: Sequence, nontrivial: bool = False) -> List[Tuple[Tuple, Tuple]]: """Return a list of bipartitions for a sequence. Args: diff --git a/pyphi/registry.py b/pyphi/registry.py index f167f817c..2fac319b6 100644 --- a/pyphi/registry.py +++ b/pyphi/registry.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # registry.py """Provides a ``Registry`` class for storing user-provided functions.""" diff --git a/pyphi/relations.py b/pyphi/relations.py index ab282b90a..c30206325 100644 --- a/pyphi/relations.py +++ b/pyphi/relations.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # relations.py """Implements the formalism for computing relations.""" diff --git a/pyphi/repertoire.py b/pyphi/repertoire.py index 94e6c3e4e..78bbd6c2f 100644 --- a/pyphi/repertoire.py +++ b/pyphi/repertoire.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # repertoire.py """Compute cause-effect repertoires.""" diff --git a/pyphi/resolve_ties.py b/pyphi/resolve_ties.py index e4d290499..870a3d145 100644 --- a/pyphi/resolve_ties.py +++ b/pyphi/resolve_ties.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # resolve_ties.py """Resolve ties between IIT objects.""" diff --git a/pyphi/subsystem.py b/pyphi/subsystem.py index 99272d466..4f03bebfa 100644 --- a/pyphi/subsystem.py +++ b/pyphi/subsystem.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # subsystem.py """Represents a candidate system.""" diff --git a/pyphi/timescale.py b/pyphi/timescale.py index 2905f0c4a..0aeafaebb 100644 --- a/pyphi/timescale.py +++ b/pyphi/timescale.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # timescale.py """Functions for manipulating the timescale of TPMs.""" diff --git a/pyphi/tpm.py b/pyphi/tpm.py index 372d0ab2e..a20863136 100644 --- a/pyphi/tpm.py +++ b/pyphi/tpm.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # tpm.py """Provides classes for representing TPMs.""" diff --git a/pyphi/utils.py b/pyphi/utils.py index ece878de7..d14e64df3 100644 --- a/pyphi/utils.py +++ b/pyphi/utils.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # utils.py """Package-wide utilities.""" diff --git a/pyphi/validate.py b/pyphi/validate.py index cd360df0c..1eaf45bfc 100644 --- a/pyphi/validate.py +++ b/pyphi/validate.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # validate.py """Methods for validating user input.""" diff --git a/pyphi/visualize/__init__.py b/pyphi/visualize/__init__.py index ae8e718b2..92a11b100 100644 --- a/pyphi/visualize/__init__.py +++ b/pyphi/visualize/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/__init__.py """Provides visualization capabilities for PyPhi objects.""" diff --git a/pyphi/visualize/connectivity.py b/pyphi/visualize/connectivity.py index f70c8f43c..c3c7012c7 100644 --- a/pyphi/visualize/connectivity.py +++ b/pyphi/visualize/connectivity.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/connectivity.py """Visualize system connectivity information.""" diff --git a/pyphi/visualize/distribution.py b/pyphi/visualize/distribution.py index e24c2f624..0b64d4e91 100644 --- a/pyphi/visualize/distribution.py +++ b/pyphi/visualize/distribution.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/distribution.py """Visualize distributions.""" diff --git a/pyphi/visualize/dynamics.py b/pyphi/visualize/dynamics.py index 046baab6b..d0fe30533 100644 --- a/pyphi/visualize/dynamics.py +++ b/pyphi/visualize/dynamics.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/dynamics.py """Visualize state trajectories.""" diff --git a/pyphi/visualize/ising.py b/pyphi/visualize/ising.py index de0cb5751..29fb61f4d 100644 --- a/pyphi/visualize/ising.py +++ b/pyphi/visualize/ising.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/__init__.py """Visualize the Ising model.""" diff --git a/pyphi/visualize/phi_structure/__init__.py b/pyphi/visualize/phi_structure/__init__.py index 9de99b235..e948aa4e1 100644 --- a/pyphi/visualize/phi_structure/__init__.py +++ b/pyphi/visualize/phi_structure/__init__.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/phi_structure/__init__.py """Visualize |big_phi|-structures.""" diff --git a/pyphi/visualize/phi_structure/colors.py b/pyphi/visualize/phi_structure/colors.py index 7607f376f..ef79dc1bd 100644 --- a/pyphi/visualize/phi_structure/colors.py +++ b/pyphi/visualize/phi_structure/colors.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/colors.py """Handle color computations.""" diff --git a/pyphi/visualize/phi_structure/geometry.py b/pyphi/visualize/phi_structure/geometry.py index a9b17c4ef..408675692 100644 --- a/pyphi/visualize/phi_structure/geometry.py +++ b/pyphi/visualize/phi_structure/geometry.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/phi_structure/geometry.py """Utilities for specifying the spatial layout of |big_phi|-structures.""" diff --git a/pyphi/visualize/phi_structure/text.py b/pyphi/visualize/phi_structure/text.py index 5638853f7..649582029 100644 --- a/pyphi/visualize/phi_structure/text.py +++ b/pyphi/visualize/phi_structure/text.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/phi_structure/text.py """Utilities for handling text.""" diff --git a/pyphi/visualize/phi_structure/theme.py b/pyphi/visualize/phi_structure/theme.py index 2557877c9..d694afc5e 100644 --- a/pyphi/visualize/phi_structure/theme.py +++ b/pyphi/visualize/phi_structure/theme.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/theme.py """Provides visual themes.""" diff --git a/pyphi/visualize/phi_structure/utils.py b/pyphi/visualize/phi_structure/utils.py index d61bb5bc0..a60caa528 100644 --- a/pyphi/visualize/phi_structure/utils.py +++ b/pyphi/visualize/phi_structure/utils.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # visualize/phi_structure/utils.py """Common utilities for plotting |big_phi|-structures.""" diff --git a/pyphi/warnings.py b/pyphi/warnings.py index fcdd4e656..afa978006 100644 --- a/pyphi/warnings.py +++ b/pyphi/warnings.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- # warnings.py """PyPhi warnings.""" diff --git a/test/__init__.py b/test/__init__.py index a07ec0f6b..d9d16edd3 100644 --- a/test/__init__.py +++ b/test/__init__.py @@ -1 +1,2 @@ +# -*- coding: utf-8 -*- # test/__init__.py diff --git a/test/conftest.py b/test/conftest.py index dca31cb25..73b1b4443 100644 --- a/test/conftest.py +++ b/test/conftest.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from . import example_networks import pytest from pyphi import jsonify diff --git a/test/data/phi_structure/basic.json b/test/data/phi_structure/basic.json index 2e698beb7..acaa0fa8f 100644 --- a/test/data/phi_structure/basic.json +++ b/test/data/phi_structure/basic.json @@ -1 +1 @@ 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diff --git a/test/example_networks.py b/test/example_networks.py index c0a9fbf08..a8df8e1ce 100644 --- a/test/example_networks.py +++ b/test/example_networks.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pyphi diff --git a/test/hypothesis_utils.py b/test/hypothesis_utils.py index ac95908e0..d3c847c9a 100644 --- a/test/hypothesis_utils.py +++ b/test/hypothesis_utils.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import pickle from functools import partial from itertools import tee as _tee diff --git a/test/test_actual.py b/test/test_actual.py index a73c4c168..b82436087 100644 --- a/test/test_actual.py +++ b/test/test_actual.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_big_phi.py b/test/test_big_phi.py index eaae66edc..db36b198f 100644 --- a/test/test_big_phi.py +++ b/test/test_big_phi.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import pytest from pyphi import config, compute, models, new_big_phi, jsonify @@ -196,6 +197,7 @@ def test_sia_macro_parallel(macro_s, macro_s_expected_sia): assert compute.subsystem.sia_bipartitions((1, 2, 3, 4)) == answer """ + @pytest.mark.outdated @pytest.mark.slow @config.override(SYSTEM_PARTITION_TYPE="DIRECTED_BI") diff --git a/test/test_cache.py b/test/test_cache.py index 88ed879b0..7eb0e4618 100644 --- a/test/test_cache.py +++ b/test/test_cache.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import functools import multiprocessing from unittest import mock @@ -103,7 +104,6 @@ def test_cache_repertoires_config_option(): assert not o.repertoire_cache.cache - # Test purview cache # ================== diff --git a/test/test_combinatorics.py b/test/test_combinatorics.py index 307bd165c..acbe0c4f1 100644 --- a/test/test_combinatorics.py +++ b/test/test_combinatorics.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from itertools import chain import pytest diff --git a/test/test_compute_network.py b/test/test_compute_network.py index b5587b634..2533016a1 100644 --- a/test/test_compute_network.py +++ b/test/test_compute_network.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import pickle import pytest diff --git a/test/test_concept_style_cuts.py b/test/test_concept_style_cuts.py index 86a1e9dde..939be7f0c 100644 --- a/test/test_concept_style_cuts.py +++ b/test/test_concept_style_cuts.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import pickle import numpy as np diff --git a/test/test_config.py b/test/test_config.py index a17eceea6..684eac930 100644 --- a/test/test_config.py +++ b/test/test_config.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import logging import os from pathlib import Path diff --git a/test/test_connectivity.py b/test/test_connectivity.py index a971bf1ae..cd0c306da 100644 --- a/test/test_connectivity.py +++ b/test/test_connectivity.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from pyphi import connectivity diff --git a/test/test_convert.py b/test/test_convert.py index 653165b44..f8b393564 100644 --- a/test/test_convert.py +++ b/test/test_convert.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from math import log2 import numpy as np diff --git a/test/test_direction.py b/test/test_direction.py index 5a6ae18a8..f42208678 100644 --- a/test/test_direction.py +++ b/test/test_direction.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import pytest from pyphi import Direction diff --git a/test/test_distribution.py b/test/test_distribution.py index cf0e3b4b5..c5e9a3fdf 100644 --- a/test/test_distribution.py +++ b/test/test_distribution.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from pyphi import distribution @@ -141,4 +142,4 @@ def test_unflatten(): 2, 1, 1, - ) \ No newline at end of file + ) diff --git a/test/test_examples.py b/test/test_examples.py index a0c3feae9..04c5ba0e3 100644 --- a/test/test_examples.py +++ b/test/test_examples.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_fmt.py b/test/test_fmt.py index ff42d1d02..a1c18f345 100644 --- a/test/test_fmt.py +++ b/test/test_fmt.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from pyphi import Direction diff --git a/test/test_iit4.py b/test/test_iit4.py index 8ec0590e9..d57a6ec51 100644 --- a/test/test_iit4.py +++ b/test/test_iit4.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from pathlib import Path import pytest diff --git a/test/test_json.py b/test/test_json.py index 380e9940a..16e849834 100644 --- a/test/test_json.py +++ b/test/test_json.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import json import tempfile diff --git a/test/test_labels.py b/test/test_labels.py index 323297b5f..c62738fa6 100644 --- a/test/test_labels.py +++ b/test/test_labels.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import pytest from pyphi.labels import NodeLabels diff --git a/test/test_macro.py b/test/test_macro.py index c1daaea02..f86842e1d 100644 --- a/test/test_macro.py +++ b/test/test_macro.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest @@ -304,7 +305,6 @@ def test_rebuild_system_tpm(s): assert macro.rebuild_system_tpm(effect_node_tpms).array_equal(s.effect_tpm) - def test_remove_singleton_dimensions(): # Don't squeeze out last dimension of single-node tpm # fmt: off diff --git a/test/test_macro_blackbox.py b/test/test_macro_blackbox.py index 5b36612a6..c568ca3cc 100644 --- a/test/test_macro_blackbox.py +++ b/test/test_macro_blackbox.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_macro_subsystem.py b/test/test_macro_subsystem.py index 73a42dd33..900d15104 100644 --- a/test/test_macro_subsystem.py +++ b/test/test_macro_subsystem.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_metrics.py b/test/test_metrics.py index 084cfbf33..e134a33f9 100644 --- a/test/test_metrics.py +++ b/test/test_metrics.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from pyphi import metrics diff --git a/test/test_metrics_ces.py b/test/test_metrics_ces.py index 343148c3a..2446b7ec5 100644 --- a/test/test_metrics_ces.py +++ b/test/test_metrics_ces.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from unittest.mock import patch import numpy as np import pytest diff --git a/test/test_metrics_distribution.py b/test/test_metrics_distribution.py index 4c023fa3f..8541450d8 100644 --- a/test/test_metrics_distribution.py +++ b/test/test_metrics_distribution.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_models.py b/test/test_models.py index 2862b24ce..80b13b91b 100644 --- a/test/test_models.py +++ b/test/test_models.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from collections import namedtuple from pyphi.models.cuts import KPartition from pyphi.models.subsystem import FlatCauseEffectStructure diff --git a/test/test_network.py b/test/test_network.py index 18972aa90..2c8dc4528 100644 --- a/test/test_network.py +++ b/test/test_network.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_node.py b/test/test_node.py index 441310ec3..aef7d72b5 100644 --- a/test/test_node.py +++ b/test/test_node.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from pyphi.node import Node, expand_node_tpm, generate_nodes diff --git a/test/test_parallel.py b/test/test_parallel.py index ee7a4f437..b77501968 100644 --- a/test/test_parallel.py +++ b/test/test_parallel.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import time from datetime import timedelta from decimal import Decimal diff --git a/test/test_partition.py b/test/test_partition.py index 81f558969..534fed8fc 100644 --- a/test/test_partition.py +++ b/test/test_partition.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import itertools import numpy as np @@ -262,11 +263,14 @@ def test_wedge_partitions(): def test_partitioned_repertoire_with_tripartition(s): tripartition = Tripartition(Part((), (1,)), Part((0,), ()), Part((), (2,))) - assert s.partitioned_repertoire( + assert ( + s.partitioned_repertoire( Direction.CAUSE, tripartition, state=tuple(s.state[node] for node in tripartition.purview), - ) == 0.75 + ) + == 0.75 + ) def test_tripartitions_choses_smallest_purview(s): diff --git a/test/test_registry.py b/test/test_registry.py index f76a09a37..d65918f06 100644 --- a/test/test_registry.py +++ b/test/test_registry.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import pytest from pyphi.registry import Registry diff --git a/test/test_relations.py b/test/test_relations.py index 92cb911c0..641542387 100644 --- a/test/test_relations.py +++ b/test/test_relations.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_repertoire.py b/test/test_repertoire.py index 881f0f4f4..617f0069b 100644 --- a/test/test_repertoire.py +++ b/test/test_repertoire.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from pyphi import repertoire @@ -20,9 +21,7 @@ def test_forward_effect_probability_matches_repertoire(s): expected = repertoire.forward_effect_repertoire(s, mechanism, purview).squeeze()[ purview_state ] - actual = repertoire.forward_effect_probability( - s, mechanism, purview, purview_state - ) + actual = repertoire.forward_effect_probability(s, mechanism, purview, purview_state) assert np.isclose(actual, expected) @@ -33,9 +32,7 @@ def test_forward_cause_probability_matches_repertoire(s): expected = repertoire.forward_cause_repertoire( s, mechanism, purview, purview_state=purview_state ).squeeze()[purview_state] - actual = repertoire.forward_cause_probability( - s, mechanism, purview, purview_state - ) + actual = repertoire.forward_cause_probability(s, mechanism, purview, purview_state) assert np.isclose(actual, expected) @@ -56,16 +53,12 @@ def test_unconstrained_forward_effect_repertoire_is_mean(s): for state in all_states(len(mechanism)) ] ).mean(axis=0) - actual = repertoire.unconstrained_forward_effect_repertoire( - s, mechanism, purview - ) + actual = repertoire.unconstrained_forward_effect_repertoire(s, mechanism, purview) assert np.allclose(actual, expected) def test_unconstrained_forward_cause_repertoire_is_uniform(s): mechanism = (0,) purview = (1, 2) - actual = repertoire.unconstrained_forward_cause_repertoire( - s, mechanism, purview - ) + actual = repertoire.unconstrained_forward_cause_repertoire(s, mechanism, purview) assert np.allclose(actual, actual.flat[0]) diff --git a/test/test_resolve_ties.py b/test/test_resolve_ties.py index a322363a4..8aa1711c4 100644 --- a/test/test_resolve_ties.py +++ b/test/test_resolve_ties.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from pyphi import config, resolve_ties diff --git a/test/test_subsystem.py b/test/test_subsystem.py index 0ceb46ee5..b1ec7882c 100644 --- a/test/test_subsystem.py +++ b/test/test_subsystem.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_subsystem_cause_effect_info.py b/test/test_subsystem_cause_effect_info.py index 1c78211c2..e10c27c13 100644 --- a/test/test_subsystem_cause_effect_info.py +++ b/test/test_subsystem_cause_effect_info.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from pyphi.metrics.distribution import hamming_emd from pyphi import config diff --git a/test/test_subsystem_cause_effect_repertoire.py b/test/test_subsystem_cause_effect_repertoire.py index 7065802ed..1cd5d0cc7 100644 --- a/test/test_subsystem_cause_effect_repertoire.py +++ b/test/test_subsystem_cause_effect_repertoire.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_subsystem_expand.py b/test/test_subsystem_expand.py index 76d21a733..ba2f258cf 100644 --- a/test/test_subsystem_expand.py +++ b/test/test_subsystem_expand.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_subsystem_phi_max.py b/test/test_subsystem_phi_max.py index 3acd31ead..f35eab610 100644 --- a/test/test_subsystem_phi_max.py +++ b/test/test_subsystem_phi_max.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- from itertools import chain import pytest @@ -52,9 +53,7 @@ cut: { direction: { mechanism: purview - for mechanism, purview in expected_purview_indices[cut][ - direction - ].items() + for mechanism, purview in expected_purview_indices[cut][direction].items() } for direction in directions } diff --git a/test/test_subsystem_small_phi.py b/test/test_subsystem_small_phi.py index f98e1ad84..95183e521 100644 --- a/test/test_subsystem_small_phi.py +++ b/test/test_subsystem_small_phi.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest diff --git a/test/test_subsystem_unconstrained_repertoire.py b/test/test_subsystem_unconstrained_repertoire.py index 0b92f9b78..4ef662af6 100644 --- a/test/test_subsystem_unconstrained_repertoire.py +++ b/test/test_subsystem_unconstrained_repertoire.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np # Unconstrained cause repertoire tests diff --git a/test/test_tpm.py b/test/test_tpm.py index b9cb4b12a..873482f8e 100644 --- a/test/test_tpm.py +++ b/test/test_tpm.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pickle import pytest diff --git a/test/test_utils.py b/test/test_utils.py index 5d7aa2529..732eb0ad2 100644 --- a/test/test_utils.py +++ b/test/test_utils.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np from hypothesis import given diff --git a/test/test_validate.py b/test/test_validate.py index aaac7ad7e..9146070f2 100644 --- a/test/test_validate.py +++ b/test/test_validate.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- import numpy as np import pytest