def test_load_name_order():
env = {
'HOME': '/home/user',
'LOCALAPPDATA': 'C:/Users/user/AppData/Local'
}
with patch('confidence.io.path') as mocked_path, patch('confidence.io.environ', env):
# hard-code user-expansion, unmock join
mocked_path.expanduser.side_effect = _patched_expanduser
mocked_path.join.side_effect = path.join
# avoid actually opening files that might unexpectedly exist
mocked_path.exists.return_value = False
assert len(load_name('foo', 'bar')) == 0
mocked_path.exists.assert_has_calls([
call('/etc/xdg/foo.yaml'),
call('/etc/xdg/bar.yaml'),
call('/etc/foo.yaml'),
call('/etc/bar.yaml'),
call('/Library/Preferences/foo.yaml'),
call('/Library/Preferences/bar.yaml'),
call('/home/user/.config/foo.yaml'),
call('/home/user/.config/bar.yaml'),
call('/home/user/Library/Preferences/foo.yaml'),
call('/home/user/Library/Preferences/bar.yaml'),
call('C:/Users/user/AppData/Local/foo.yaml'),
call('C:/Users/user/AppData/Local/bar.yaml'),
call('/home/user/.foo.yaml'),
call('/home/user/.bar.yaml'),
call('./foo.yaml'),
call('./bar.yaml'),
], any_order=False)
def test_load_name_multiple():
test_path = path.join(test_files, '{name}.{extension}')
# bar has precedence over foo
subject = load_name('foo', 'fake', 'bar', load_order=(test_path,))
assert len(subject.semi.overlapping) == 2
assert subject.semi.overlapping.foo is True
assert subject.semi.overlapping.bar is False
assert subject.overlapping.fully == 'bar'
# foo has precedence over bar
subject = load_name('fake', 'bar', 'foo', load_order=(test_path,))
assert len(subject.semi.overlapping) == 2
assert subject.semi.overlapping.foo is True
assert subject.semi.overlapping.bar is False
assert subject.overlapping.fully == 'foo'
def test_load_name_envvar_file():
env = {
'FOO_CONFIG_FILE': path.join(test_files, 'foo.yaml'),
'BAR_CONFIG_FILE': path.join(test_files, 'bar.yaml'),
}
with patch('confidence.io.environ', env):
subject = load_name('foo', 'bar', load_order=(read_envvar_file,))
assert len(subject.semi.overlapping) == 2
assert subject.semi.overlapping.foo is True
assert subject.semi.overlapping.bar is False
assert subject.overlapping.fully == 'bar'
def test_load_name_xdg_config_dirs_fallback():
with patch('confidence.io.path') as mocked_path, patch('confidence.io.loadf') as mocked_loadf, patch('confidence.io.environ', {}):
# hard-code path separator, unmock join
mocked_path.expanduser.side_effect = _patched_expanduser
mocked_path.pathsep = ':'
mocked_path.join.side_effect = path.join
mocked_path.exists.return_value = True
assert len(load_name('foo', 'bar', load_order=(read_xdg_config_dirs,))) == 0
mocked_loadf.assert_has_calls([
call('/etc/xdg/foo.yaml', default=NotConfigured),
call('/etc/xdg/bar.yaml', default=NotConfigured),
], any_order=False)
def main():
client = BlackVueClient(config=confidence.Configuration(
confidence.Configuration({'endpoint': '10.99.77.1'}),
confidence.load_name('blackvue'),
confidence.Configuration(docopt(__doc__))
))
options = docopt(__doc__)
if options['--download-all-recordings']:
client.download_all_recordings(out=options['<foldername>'])
if options['--download-missing-recordings']:
if options['--continuously']:
print("Continous syncing will be included in the next version")
else:
print("Incremental downloads will be included in the next version")
def test_load_name_envvars():
env = {
'FOO_KEY': 'foo',
'FOO_NS_KEY': 'value',
'BAR_KEY': 'bar',
'BAR_N__S_KEY': 'space',
}
with patch('confidence.io.environ', env):
subject = load_name('foo', 'bar', load_order=(read_envvars,))
assert subject.key == 'bar'
assert subject.ns.key == 'value'
assert subject.n_s.key == 'space'
def test_load_name_xdg_config_home_fallback():
env = {
'HOME': '/home/user'
}
with patch('confidence.io.path') as mocked_path, patch('confidence.io.loadf') as mocked_loadf, patch('confidence.io.environ', env):
# hard-code user-expansion, unmock join
mocked_path.expanduser.side_effect = _patched_expanduser
mocked_path.join.side_effect = path.join
mocked_path.exists.return_value = True
mocked_loadf.return_value = NotConfigured
assert len(load_name('foo', 'bar', load_order=(read_xdg_config_home,))) == 0
mocked_loadf.assert_has_calls([
call('/home/user/.config/foo.yaml', default=NotConfigured),
call('/home/user/.config/bar.yaml', default=NotConfigured),
], any_order=False)
def test_load_name_xdg_config_home():
env = {
'XDG_CONFIG_HOME': '/home/user/.not-config',
'HOME': '/home/user'
}
with patch('confidence.io.path') as mocked_path, patch('confidence.io.environ', env):
# hard-code user-expansion, unmock join
mocked_path.expanduser.side_effect = _patched_expanduser
mocked_path.join.side_effect = path.join
# avoid actually opening files that might unexpectedly exist
mocked_path.exists.return_value = False
assert len(load_name('foo', 'bar', load_order=(read_xdg_config_home,))) == 0
mocked_path.exists.assert_has_calls([
call('/home/user/.not-config/foo.yaml'),
call('/home/user/.not-config/bar.yaml'),
], any_order=False)
def run(event, context):
config = confidence.load_name('polarflowtorunkeeper')
current_time = datetime.datetime.now().time()
name = context.function_name
database = pymongo.MongoClient(config.mongodb)
synced_runs = database['polar-flow-to-runkeeper']['synced-runs'].find_one(
) or {
'synced': []
}
synced_runs = synced_runs['synced']
logging.info(json.dumps(synced_runs))
logger.info("Function " + name + " runs at " + str(current_time))
flow = PolarFlowClient()
flow.login(config.polarflow.username, config.polarflow.password)
runkeeper = RunkeeperClient()
runkeeper.login(config.runkeeper.username, config.runkeeper.password)
year = datetime.datetime.now().year
activities = flow.get('https://flow.polar.com/training/getCalendarEvents',
params={
'start': f'01.01.{year}',
'end': f'31.12.{year}'
}).json()
logging.info(f'{len(activities)} retrieved from Polar Flow')
activities = list(
filter(lambda x: x['listItemId'] not in synced_runs, activities))
logging.info(f'{len(activities)} not yet in Runkeeper')
for activity in activities:
tcx_export = flow.get(
'https://flow.polar.com/api/export/training/tcx/' +
str(activity['listItemId']))
response = runkeeper.post(
'https://runkeeper.com/trackMultipleFileUpload',
data={'handleUpload': 'handleUpload'},
files={
'trackFiles':
('import.tcx', tcx_export.text, 'application/octet-stream')
})
logger.info(f'{str(activity["listItemId"])} returned {response.text}')
synced_runs.append(activity['listItemId'])
database['polar-flow-to-runkeeper']['synced-runs'].delete_one({})
database['polar-flow-to-runkeeper']['synced-runs'].insert_one(
{'synced': synced_runs})
def test_load_name_overlapping_envvars():
env = {
'FOO_KEY': 'foo',
'FOO_NS_KEY': 'value',
'BAR_KEY': 'bar',
'FOO_CONFIG_FILE': path.join(test_files, 'foo.yaml'),
'BAR_CONFIG_FILE': path.join(test_files, 'bar.yaml'),
}
with patch('confidence.io.environ', env):
subject = load_name('foo', 'bar', load_order=loaders(Locality.environment))
assert subject.key == 'bar'
assert subject.ns.key == 'value'
assert subject.foo.config.file is NotConfigured
assert subject.bar.config.file is NotConfigured
assert subject.config.file is NotConfigured
assert len(subject.semi.overlapping) == 2
assert subject.semi.overlapping.foo is True
assert subject.semi.overlapping.bar is False
assert subject.overlapping.fully == 'bar'
def test_load_name_xdg_config_dirs():
env = {
'XDG_CONFIG_DIRS': '/etc/xdg-desktop/:/etc/not-xdg',
}
with patch('confidence.io.path') as mocked_path, patch('confidence.io.environ', env):
# hard-code path separator, unmock join
mocked_path.expanduser.side_effect = _patched_expanduser
mocked_path.pathsep = ':'
mocked_path.join.side_effect = path.join
# avoid actually opening files that might unexpectedly exist
mocked_path.exists.return_value = False
assert len(load_name('foo', 'bar', load_order=(read_xdg_config_dirs,))) == 0
mocked_path.exists.assert_has_calls([
# this might not be ideal (/etc/not-xdg should maybe show up twice first), but also not realistic…
call('/etc/not-xdg/foo.yaml'),
call('/etc/xdg-desktop/foo.yaml'),
call('/etc/not-xdg/bar.yaml'),
call('/etc/xdg-desktop/bar.yaml'),
], any_order=False)
def test_load_name_envvar_dir():
env = {
'PROGRAMDATA': 'C:/ProgramData',
'APPDATA': 'D:/Users/user/AppData/Roaming'
}
# only the envvar dir loaders are partials in DEFAULT_LOAD_ORDER
load_order = [loader for loader in DEFAULT_LOAD_ORDER if isinstance(loader, partial)]
with patch('confidence.io.path') as mocked_path, patch('confidence.io.loadf') as mocked_loadf, patch('confidence.io.environ', env):
# hard-code user-expansion, unmock join
mocked_path.expanduser.side_effect = _patched_expanduser
mocked_path.join.side_effect = path.join
mocked_path.exists.return_value = True
mocked_loadf.return_value = NotConfigured
assert len(load_name('foo', 'bar', load_order=load_order)) == 0
mocked_loadf.assert_has_calls([
call('C:/ProgramData/foo.yaml', default=NotConfigured),
call('C:/ProgramData/bar.yaml', default=NotConfigured),
call('D:/Users/user/AppData/Roaming/foo.yaml', default=NotConfigured),
call('D:/Users/user/AppData/Roaming/bar.yaml', default=NotConfigured),
], any_order=False)
if len(arguments) == 0:
return self.show_aliases()
if len(arguments) == 2:
return self.create_alias(*arguments)
def run(self, arguments):
actions = {
'log': self.run_log,
'show': self.run_show,
'alias': self.run_alias,
}
# determine default action: no arguments at all = show, any arguments = log or explicit action
if arguments:
action = 'log'
if arguments[0] in actions:
action = arguments.pop(0)
else:
action = 'show'
with self.database:
ensure_db(self.database)
actions[action](arguments)
if __name__ == '__main__':
Session(confidence.load_name('hours')).run(sys.argv[1:])
with app.pgcon.cursor() as cur:
cur.execute('SELECT SQRT(%s)', (num,))
output = cur.fetchone()[0]
print(f'the square root of {num} is {output}')
def get_operations(app):
return [
Operation(
"create_database",
app.setup_database,
run_by_default=False,
),
Operation(
"clean",
app.clear_results,
),
Operation(
"calculate_square_root",
partial(calculate_square_root, app, 16),
),
]
if __name__ == '__main__':
cfg = confidence.load_name('project', 'local')
app = PostgresApp('my_project', get_operations, cfg.database.credentials, cfg.database.schema, cfg.resultdir)
app.run()
experiment.get_scores_from_file(
'results_cal_pairs.txt',
((pair.first.path, pair.second.path)
for pair in calibration_pairs)))
else:
p = lr_systems[category].scorer.predict_proba(calibration_pairs)
assert len(p[0]) == 2
# Remove invalid scores (-1) where no face was found on one of the images in the pair
p_valid, calibration_pairs_valid = get_valid_scores(
p[:, 1], calibration_pairs)
y_cal = [int(pair.same_identity) for pair in calibration_pairs_valid]
if 0 < np.sum(y_cal) < len(calibration_pairs_valid):
lr_systems[category].calibrator.fit(X=p_valid, y=y_cal)
cal_fraction_valid[category] = len(calibration_pairs_valid) / len(
calibration_pairs)
else:
del lr_systems[category]
return evaluate(experiment=experiment,
lr_systems=lr_systems,
test_pairs_per_category=test_pairs_per_category,
make_plots_and_save_as=make_plots_and_save_as,
cal_fraction_valid=cal_fraction_valid)
if __name__ == '__main__':
config = confidence.load_name('lr_face')
parser = parser_setup()
args = parser.parse_args()
run(**vars(args))
def test_load_name_single():
test_path = path.join(test_files, '{name}.{extension}')
_assert_values(load_name('config', load_order=(test_path,)))
_assert_values(load_name('config', load_order=(test_path,), extension='json'))
# log model
# logger.info("==Model==")
# model.summary(print_fn=lambda x: logger.info(x))
# create callbacks
# callbacks = create_callbacks(int(arguments['--batch']), validation_gen, logdir)
# fit model
model.fit(x, y, batch_size)
# model.fit_generator(train_gen, epochs=int(arguments["--epochs"]), validation_data=validation_gen,
# callbacks=callbacks, verbose=1, shuffle=False)
model.predict()
# store final model.
model.save(join(LOGDIR, 'model.hdf5'))
if __name__ == '__main__':
# Parse command line arguments
arguments = docopt(__doc__, version='rna 0.2')
# Add to logging
logger.info('==Command line arguments==')
logger.info(yaml.dump(arguments, default_flow_style=False))
# Read config
config = load_name('rna')
# Add to logging
logger.info('==Configuration==')
logger.info(yaml.dump(config._source, default_flow_style=False))
# run main function
main(arguments, config, LOGDIR)
exp.parameter('repeats', 10)
try:
exp.runDefaults()
# exp.runSearch('max_n_of_pairs_per_class')
# exp.runFullGrid(['n_frequent_words', 'max_n_of_pairs_per_class'])
except Exception as e:
LOG.fatal(e.args[1])
LOG.fatal(e.args[0])
exc_type, exc_value, exc_traceback = sys.exc_info()
traceback.print_tb(exc_traceback, file=sys.stdout)
if __name__ == '__main__':
config = confidence.load_name('authorship', 'local')
warnings.filterwarnings("error")
np.random.seed(0)
parser = argparse.ArgumentParser()
parser.add_argument('-v', help='increases verbosity', action='count', default=0)
parser.add_argument('-q', help='decreases verbosity', action='count', default=0)
parser.add_argument('--data', metavar='FILENAME',
help=f'dataset to be used; index file as generated by `sha256sum` (default: {config.data})',
default=config.data)
parser.add_argument('--vocalise-data', metavar='FILENAME',
help=f'vocalize output to be used; (default: {config.vocalise_data})',
default=config.vocalise_data)
parser.add_argument('--output-directory', '-o', metavar='DIRNAME',
help=f'path to generated output files (default: {config.resultdir})', default=config.resultdir)
args = parser.parse_args()
games = await games.json()
return {
game['appid']: {
'name': game.get('name'),
'logo': game.get('img_logo_url')
}
for game in games['response']['games']
}
async def games(self, request, steam_id):
return json(await self.get_games(steam_id))
async def get_intersecting_games(self, steam_id, *friends):
games = await self.get_games(steam_id)
appids = set(games.keys())
for friend in friends:
appids &= set((await self.get_games(friend)).keys())
return {
appid: info
for appid, info in games.items() if appid in appids
}
async def intersect_games(self, request, steam_id1, steam_id2):
return json(await self.get_intersecting_games(steam_id1, steam_id2))
if __name__ == '__main__':
config = confidence.load_name('stoom')
Stoom(config).run()
