<commit_before>#!/usr/bin/env python
# encoding: utf-8

from plumbum import cli
from pprof.driver import PollyProfiling
from pprof.settings import config

from pprof.experiments import polli
from pprof.experiments import polyjit
from pprof.experiments import raw
import logging
import pprint
log = logging.getLogger()


@PollyProfiling.subcommand("run")
class PprofRun(cli.Application):

    """ Frontend for running experiments in the pprof study framework """

    _experiments = {"polyjit": polyjit.PolyJIT,
                    "polli": polli.Polli,
                    "polli-baseline": polli.PolliBaseLine,
                    "raw": raw.RawRuntime}

    _experiment_names = []
    _project_names = []
    _verbose = False
    _clean = False
    _list = False
    _execute = False
    _collect = False

    @cli.switch(["-T", "--testdir"], str, help="Where are the testinput files")
    def testdir(self, dirname):
        config["testdir"] = dirname

    @cli.switch(["-S", "--sourcedir"], str, help="Where are the source files")
    def sourcedir(self, dirname):
        config["sourcedir"] = dirname

    @cli.switch(["-B", "--builddir"], str, help="Where should we build")
    def builddir(self, dirname):
        config["builddir"] = dirname

    @cli.switch(["--likwid-prefix"], str, help="Where is likwid installed?")
    def likwiddir(self, dirname):
        config["likwiddir"] = dirname

    @cli.switch(["-L", "--llvmdir"], str, help="Where is llvm?")
    def llvmdir(self, dirname):
        config["llvmdir"] = dirname

    @cli.switch(
        ["-E", "--experiment"], str, list=True,
        help="Specify experiments to run")
    def experiments(self, experiments):
        self._experiment_names = experiments

    @cli.switch(
        ["-P", "--project"], str, list=True, help="Specify projects to run")
    def projects(self, projects):
        self._project_names = projects

    @cli.switch(["-c", "--clean"], help="Clean products")
    def clean(self):
        self._clean = True

    @cli.switch(["-x", "--execute"], help="Execute experiments")
    def execute(self):
        self._execute = True

    @cli.switch(["-C", "--collect"], help="Collect results")
    def collect(self):
        self._collect = True

    @cli.switch(["-l", "--list"], requires=["--experiment"],
                help="List available projects for experiment")
    def list(self):
        self._list = True

    @cli.switch(["-G", "--group"], str, requires=["--experiment"], help="Run a group of projects under the given experiments")
    def group(self, group):
        self._group_name = group

    def main(self):
        if self._list:
            for exp in self._experiment_names:
                experiment = self._experiments[exp](exp, self._project_names, self._group_name)
                print_projects(experiment)
            exit(0)

        for exp_name in self._experiment_names:
            log.info("Running experiment: " + exp_name)
            name = exp_name.lower()

            exp = self._experiments[name](name, self._project_names, self._group_name)
            synchronize_experiment_with_db(exp)

            if self._clean:
                exp.clean()

            if self._execute:
                log.info("Configuration: ")
                pprint.pprint(config)
                exp.prepare()
                exp.run()

            if self._collect:
                exp.collect_results()

def print_projects(experiment):
    """Print a list of projects registered for that experiment

    :experiment: TODO

    """
    grouped_by = {}
    projects = experiment.projects
    for name in projects:
        p = projects[name]

        if not p.group_name in grouped_by:
            grouped_by[p.group_name] = []

        grouped_by[p.group_name].append(name)

    for name in grouped_by:
        from textwrap import wrap
        print ">> {}".format(name)
        projects = sorted(grouped_by[name])
        project_paragraph = ""
        for p in projects:
            project_paragraph += ", {}".format(p)
        print "\n".join(wrap(project_paragraph[2:], 80, break_on_hyphens=False,
                             break_long_words=False))
        print
<commit_msg>run: autopep8<commit_after>#!/usr/bin/env python
# encoding: utf-8

from plumbum import cli
from pprof.driver import PollyProfiling
from pprof.settings import config

from pprof.experiments import polli
from pprof.experiments import polyjit
from pprof.experiments import raw
import logging
import pprint
log = logging.getLogger()


@PollyProfiling.subcommand("run")
class PprofRun(cli.Application):

    """ Frontend for running experiments in the pprof study framework """

    _experiments = {"polyjit": polyjit.PolyJIT,
                    "polli": polli.Polli,
                    "polli-baseline": polli.PolliBaseLine,
                    "raw": raw.RawRuntime}

    _experiment_names = []
    _project_names = []
    _verbose = False
    _clean = False
    _list = False
    _execute = False
    _collect = False

    @cli.switch(["-T", "--testdir"], str, help="Where are the testinput files")
    def testdir(self, dirname):
        config["testdir"] = dirname

    @cli.switch(["-S", "--sourcedir"], str, help="Where are the source files")
    def sourcedir(self, dirname):
        config["sourcedir"] = dirname

    @cli.switch(["-B", "--builddir"], str, help="Where should we build")
    def builddir(self, dirname):
        config["builddir"] = dirname

    @cli.switch(["--likwid-prefix"], str, help="Where is likwid installed?")
    def likwiddir(self, dirname):
        config["likwiddir"] = dirname

    @cli.switch(["-L", "--llvmdir"], str, help="Where is llvm?")
    def llvmdir(self, dirname):
        config["llvmdir"] = dirname

    @cli.switch(
        ["-E", "--experiment"], str, list=True,
        help="Specify experiments to run")
    def experiments(self, experiments):
        self._experiment_names = experiments

    @cli.switch(
        ["-P", "--project"], str, list=True, help="Specify projects to run")
    def projects(self, projects):
        self._project_names = projects

    @cli.switch(["-c", "--clean"], help="Clean products")
    def clean(self):
        self._clean = True

    @cli.switch(["-x", "--execute"], help="Execute experiments")
    def execute(self):
        self._execute = True

    @cli.switch(["-C", "--collect"], help="Collect results")
    def collect(self):
        self._collect = True

    @cli.switch(["-l", "--list"], requires=["--experiment"],
                help="List available projects for experiment")
    def list(self):
        self._list = True

    @cli.switch(["-G", "--group"], str, requires=["--experiment"], help="Run a group of projects under the given experiments")
    def group(self, group):
        self._group_name = group

    def main(self):
        if self._list:
            for exp in self._experiment_names:
                experiment = self._experiments[exp](exp, self._project_names, self._group_name)
                print_projects(experiment)
            exit(0)

        for exp_name in self._experiment_names:
            log.info("Running experiment: " + exp_name)
            name = exp_name.lower()

            exp = self._experiments[name](name, self._project_names, self._group_name)
            synchronize_experiment_with_db(exp)

            if self._clean:
                exp.clean()

            if self._execute:
                log.info("Configuration: ")
                pprint.pprint(config)
                exp.prepare()
                exp.run()

            if self._collect:
                exp.collect_results()


def print_projects(experiment):
    """Print a list of projects registered for that experiment

    :experiment: TODO

    """
    grouped_by = {}
    projects = experiment.projects
    for name in projects:
        p = projects[name]

        if not p.group_name in grouped_by:
            grouped_by[p.group_name] = []

        grouped_by[p.group_name].append(name)

    for name in grouped_by:
        from textwrap import wrap
        print ">> {}".format(name)
        projects = sorted(grouped_by[name])
        project_paragraph = ""
        for p in projects:
            project_paragraph += ", {}".format(p)
        print "\n".join(wrap(project_paragraph[2:], 80, break_on_hyphens=False,
                             break_long_words=False))
        print

{'fraction_non_alphanumeric': 0.1306418959152078, 'fraction_numerical': 0.0013099916636894128, 'mean_word_length': 2.4124339699309223, 'pattern_counts': {'":': 8, '<': 3, '<?xml version=': 0, '>': 7, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1832255', 'n_tokens_mistral': 2525, 'n_tokens_neox': 2407, 'n_words': 607}