function stringlengths 11 56k | repo_name stringlengths 5 60 | features list |
|---|---|---|
def __init__(self, main):
self.main = main | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def advanceQueue(self, n):
# Send first block of available messages
while n.chatq and (type(n.chatq[0]) is not float):
msg = n.chatq.pop(0)
n.chatq_base = (n.chatq_base + 1) % 0x100000000
self.sendMessage(n, msg)
dcall_discard(n, 'chatq_dcall')
# If... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def clearQueue(self, n):
# Reset everything to normal
del n.chatq[:]
dcall_discard(n, 'chatq_dcall')
n.chatq_base = None | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def __init__(self, main):
self.main = main
self.rebuild_bans_dcall = None
self.ban_matcher = SubnetMatcher()
self.isBanned = self.ban_matcher.containsIP | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def cb():
self.rebuild_bans_dcall = None
osm = self.main.osm
self.ban_matcher.clear()
# Get all bans from bridges.
if osm.bcm:
for bridge in osm.bcm.bridges:
for b in bridge.bans.itervalues():
if b.e... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def enforceAllBans(self):
osm = self.main.osm
# Check all the online nodes.
for n in list(osm.nodes):
int_ip = Ad().setRawIPPort(n.ipp).getIntIP()
if self.isBanned(int_ip):
osm.nodeExited(n, "Node Banned")
# Check my ping neighbors.
for p... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def __init__(self, main):
self.main = main
self.topic = ""
self.topic_whoset = ""
self.topic_node = None
self.waiting = True | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def receivedSyncTopic(self, n, topic):
# Topic arrived from a YR packet
if self.waiting:
self.updateTopic(n, n.nick, topic, changed=False) | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def broadcastNewTopic(self, topic):
osm = self.main.osm
if len(topic) > 255:
topic = topic[:255]
# Update topic locally
if not self.updateTopic(osm.me, osm.me.nick, topic, changed=True):
# Topic is controlled by a bridge node
self.topic_node.bridge_... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def checkLeavingNode(self, n):
# If the node who set the topic leaves, wipe out the topic
if self.topic_node is n:
self.updateTopic(None, "", "", changed=False) | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def __init__(self):
self.myip_reports = []
self.reconnect_dcall = None
self.reconnect_interval = RECONNECT_RANGE[0]
# Initial Connection Manager
self.icm = None
# Neighbor Connection Manager
self.osm = None
self.accept_IQ_trigger = False
# P... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def reconnectDesired(self):
raise NotImplementedError("Override me!") | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def startInitialContact(self):
# If all the conditions are right, start connection procedure
CHECK(not (self.icm or self.osm))
dcall_discard(self, 'reconnect_dcall')
def cb(result):
self.icm = None
result, node_ipps = result
if result == 'good':
... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def startNodeSync(self, node_ipps):
# Determine my IP address and enable the osm
CHECK(not (self.icm or self.osm))
# Reset the reconnect interval
self.reconnect_interval = RECONNECT_RANGE[0]
dcall_discard(self, 'reconnect_dcall')
# Get my address and port
try:
... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def queryLocation(self, my_ipp):
raise NotImplementedError("Override me!") | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def showLoginStatus(self, text, counter=None):
raise NotImplementedError("Override me!") | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def cb():
self.reconnect_dcall = None
self.startConnecting() | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def afterShutdownHandlers(self):
raise NotImplementedError("Override me!") | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def getStateObserver(self):
raise NotImplementedError("Override me!") | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def stateChange_ObserverUp(self):
# Called after a DC client / IRC server / etc. has become available.
osm = self.osm
if osm and osm.syncd:
self.osm.updateMyInfo()
# Make sure the observer's still online, because a nick collison
# in updateMyInfo could have killed it... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def stateChange_DtellaUp(self):
# Called after Dtella has finished syncing.
osm = self.osm
CHECK(osm and osm.syncd)
osm.updateMyInfo(send=True)
so = self.getStateObserver()
if so:
so.event_DtellaUp() | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def addMyIPReport(self, from_ad, my_ad):
# from_ad = the IP who sent us this guess
# my_ad = the IP that seems to belong to us
CHECK(from_ad.auth('sx', self))
fromip = from_ad.getRawIP()
myip = my_ad.getRawIP()
# If we already have a report from this fromip in the list... | pmarks-net/dtella | [
5,
2,
5,
11,
1426380623
] |
def can_handle_url(cls, url):
return cls._url_re.match(url) | repotvsupertuga/tvsupertuga.repository | [
1,
8,
1,
4,
1493763534
] |
def GFX_MenuDialog(filename,*items):
file=open(filename,'w')
file.writelines(map(lambda x:x+"\n", items))
file.close()
os.system("python X11_MenuDialog.py "+filename); | kmatheussen/radium | [
768,
35,
768,
253,
1319467491
] |
def __init__( self, *args ):
apply( qt.QWidget.__init__, (self,) + args )
self.topLayout = qt.QVBoxLayout( self, 10 )
self.grid = qt.QGridLayout( 0, 0 )
self.topLayout.addLayout( self.grid, 10 )
# Create a list box
self.lb = qt.QListBox( self, "listBox" )
file=open(sys.argv[... | kmatheussen/radium | [
768,
35,
768,
253,
1319467491
] |
def listBoxItemSelected( self, index ):
txt = qt.QString()
txt = "List box item %d selected" % index
print txt
file=open(sys.argv[1],'w')
file.write(self.dasitems[index])
file.close();
a.quit() | kmatheussen/radium | [
768,
35,
768,
253,
1319467491
] |
def randname():
length = random.randint(1, 4)
return "".join(random.sample("abcdef", 1)[0] for i in range(length)) | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def genpaths():
"""generate random paths"""
path = ""
while True:
nextpath = randpath(path)
yield nextpath
path = nextpath | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def testempty(self):
tree = treestate.treestate(os.path.join(testtmp, "empty"), 0)
self.assertEqual(len(tree), 0)
self.assertEqual(tree.getmetadata(), b"")
self.assertEqual(tree.walk(0, 0), [])
self.assertTrue(tree.hasdir("/"))
for path in ["", "a", "/", "b/c", "d/"]:
... | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def testremove(self):
tree = treestate.treestate(os.path.join(testtmp, "remove"), 0)
count = 5000
files = list(itertools.islice(genfiles(), count))
expected = {}
for path, bits, mode, size, mtime, copied in files:
tree.insert(path, bits, mode, size, mtime, copied)
... | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def walk(setbits, unsetbits):
return sorted(
k
for k, v in pycompat.iteritems(expected)
if ((v[0] & unsetbits) == 0 and (v[0] & setbits) == setbits)
) | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def testdirfilter(self):
treepath = os.path.join(testtmp, "walk")
tree = treestate.treestate(treepath, 0)
files = ["a/b", "a/b/c", "b/c", "c/d"]
for path in files:
tree.insert(path, 1, 2, 3, 4, None)
self.assertEqual(tree.walk(1, 0, None), files)
self.assertEq... | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def testsaveas(self):
treepath = os.path.join(testtmp, "saveas")
tree = treestate.treestate(treepath, 0)
tree.insert("a", 1, 2, 3, 4, None)
tree.setmetadata(b"1")
tree.flush()
tree.insert("b", 1, 2, 3, 4, None)
tree.remove("a")
treepath = "%s-savedas" % t... | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def testpathcomplete(self):
treepath = os.path.join(testtmp, "pathcomplete")
tree = treestate.treestate(treepath, 0)
paths = ["a/b/c", "a/b/d", "a/c", "de"]
for path in paths:
tree.insert(path, 1, 2, 3, 4, None)
def complete(prefix, fullpath=False):
compl... | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def testsubdirquery(self):
treepath = os.path.join(testtmp, "subdir")
tree = treestate.treestate(treepath, 0)
paths = ["a/b/c", "a/b/d", "a/c", "de"]
for path in paths:
tree.insert(path, 1, 2, 3, 4, None)
self.assertEqual(tree.tracked(""), paths)
self.assertEq... | facebookexperimental/eden | [
4737,
192,
4737,
106,
1462467227
] |
def test_path_add_01( ):
'''A Path and an int cannot be added.'''
assert raises(TypeError, 'Path([(1, 2), (3, 4)]) + 3') | drepetto/chiplotle | [
27,
16,
27,
7,
1432836867
] |
def test_path_radd_02( ):
'''A float and a Path cannot be added.'''
assert raises(TypeError, '3.2 + Path([(1, 2), (3, 4)])') | drepetto/chiplotle | [
27,
16,
27,
7,
1432836867
] |
def test_path_radd_03( ):
'''A Coordinate and a Path can be added.'''
a = Path([(1, 2), (3, 4)])
t = Coordinate(1, 2) + a
assert t is not a
assert isinstance(t, Path)
assert t == Path([(2, 4), (4, 6)]) | drepetto/chiplotle | [
27,
16,
27,
7,
1432836867
] |
def test_path_radd_04( ):
'''A duple and a Path cannot be added.'''
a = Path([(1, 2), (3, 4)])
assert raises(TypeError, '(1, 2) + a') | drepetto/chiplotle | [
27,
16,
27,
7,
1432836867
] |
def test_path_add_06( ):
'''A Path and a Path cannot be added.'''
a = Path([(1, 2), (3, 4)])
b = Path([(2, 3)])
assert raises(TypeError, 'a + b') | drepetto/chiplotle | [
27,
16,
27,
7,
1432836867
] |
def _logo_data(event):
return {
'url': event.logo_url,
'filename': event.logo_metadata['filename'],
'size': event.logo_metadata['size'],
'content_type': event.logo_metadata['content_type']
} | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _checkParams(self, params):
RHConferenceModifBase._checkParams(self, params)
self.event = self._conf.as_event | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _checkProtection(self):
RHLayoutBase._checkProtection(self)
if self._conf.getType() != 'conference':
raise NotFound('Only conferences have layout settings') | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _process(self):
f = request.files['file']
try:
img = Image.open(f)
except IOError:
flash(_('You cannot upload this file as a logo.'), 'error')
return jsonify_data(content=None)
if img.format.lower() not in {'jpeg', 'png', 'gif'}:
flash(... | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _process(self):
self.event.logo = None
self.event.logo_metadata = None
flash(_('Logo deleted'), 'success')
logger.info("Logo of %s deleted by %s", self.event, session.user)
return jsonify_data(content=None) | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _process(self):
f = request.files['file']
self.event.stylesheet = to_unicode(f.read()).strip()
self.event.stylesheet_metadata = {
'hash': crc32(self.event.stylesheet),
'size': len(self.event.stylesheet),
'filename': secure_filename(f.filename, 'stylesheet.... | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _process(self):
self.event.stylesheet = None
self.event.stylesheet_metadata = None
layout_settings.set(self.event, 'use_custom_css', False)
flash(_('CSS file deleted'), 'success')
logger.info("CSS file for %s deleted by %s", self.event, session.user)
return jsonify_da... | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _process(self):
form = CSSSelectionForm(event=self.event, formdata=request.args, csrf_enabled=False)
css_url = None
if form.validate():
css_url = get_css_url(self.event, force_theme=form.theme.data, for_preview=True)
return WPConfModifPreviewCSS(self, self._conf, form=for... | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _process(self):
form = CSSSelectionForm(event=self.event)
if form.validate_on_submit():
layout_settings.set(self.event, 'use_custom_css', form.theme.data == '_custom')
if form.theme.data != '_custom':
layout_settings.set(self._conf, 'theme', form.theme.data)
... | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _process(self):
event = self._conf.as_event
if not event.has_logo:
raise NotFound
metadata = event.logo_metadata
return send_file(metadata['filename'], BytesIO(event.logo), mimetype=metadata['content_type'], conditional=True) | belokop/indico_bare | [
1,
1,
1,
5,
1465204236
] |
def _get_formatted_message(label, context):
"""
Return a message that is a rendered template with the given context using
the default language of the system.
"""
current_language = get_language()
# Setting the environment to the default language
activate(settings.LANGUAGE_CODE)
c = Con... | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def _distinct_action_time(query, limit=None):
"""
Distinct rows by the 'action_time' field, keeping in the query only the
entry with the highest 'id' for the related set of entries with equal
'action_time'.
If 'limit' is set, the function will return the 'limit'-most-recent
actionlogs.
Ex... | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def by_object(self, obj, limit=None):
"""Return LogEntries for a related object."""
ctype = ContentType.objects.get_for_model(obj)
q = self.filter(content_type__pk=ctype.pk, object_id=obj.pk)
return _distinct_action_time(q, limit) | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def by_object_last_week(self, obj):
"""Return LogEntries of the related object for the last week."""
last_week_date = datetime.datetime.today() - datetime.timedelta(days=7)
ctype = ContentType.objects.get_for_model(obj)
return self.filter(content_type__pk=ctype.pk, object_id=obj.pk,
... | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def for_projects_by_user(self, user):
"""Return project LogEntries for a related user."""
ctype = ContentType.objects.get(model='project')
return self.filter(user__pk__exact=user.pk, content_type__pk=ctype.pk) | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def top_submitters_by_team_content_type(self, number=10):
"""
Return a list of dicts with the ordered top submitters for the
entries of the 'team' content type.
"""
return self.top_submitters_by_content_type('teams.team', number) | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def __unicode__(self):
return u'%s.%s.%s' % (self.action_type, self.object_name, self.user) | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def save(self, *args, **kwargs):
"""Save the object in the database."""
if self.action_time is None:
self.action_time = datetime.datetime.now()
super(LogEntry, self).save(*args, **kwargs) | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def action_type_short(self):
"""
Return a shortened, generalized version of an action type.
Useful for presenting an image signifying an action type. Example::
>>> from notification.models import NoticeType
>>> nt = NoticeType(label='project_added')
>>> zlog = LogEntry(... | tymofij/adofex | [
9,
1,
9,
36,
1314472327
] |
def detect(iToken, lObjects):
'''
primary_unit_declaration ::= identifier;
'''
return classify(iToken, lObjects) | jeremiah-c-leary/vhdl-style-guide | [
129,
31,
129,
57,
1499106283
] |
def testing_user():
user, _ = User.objects.get_or_create(username="tester")
user.set_password("password")
user.save()
yield user | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def testing_profile(testing_user):
yield UserProfile.objects.create(user=testing_user) | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def import_user():
user, _ = User.objects.get_or_create(username="importer")
user.set_password("password")
user.save()
yield user | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def importer_profile(import_user):
yield UserProfile.objects.create(user=import_user) | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def sample_category():
category, _ = Category.objects.get_or_create(name="test category")
yield category | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def sample_tag(sample_category, testing_user):
tag, _ = Tag.objects.get_or_create(name="test tag", defaults={
"category": sample_category,
"create_user": testing_user,
"update_user": testing_user,
})
yield tag | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def role_category():
category, _ = Category.objects.get_or_create(name="audience")
yield category | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def role_tag(role_category, testing_user):
tag, _ = Tag.objects.get_or_create(name="cadre", defaults={
"category": role_category,
"create_user": testing_user,
"update_user": testing_user,
})
assert Tag.tags.roles()
yield tag | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def test_resource(testing_user):
yield resource_factory(
user=testing_user,
title=u"Básica salud del recién nacido",
description=u"Básica salud del recién nacido",
) | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def test_peer():
peer = Peer.peers.create(name="Distant ORB", host="http://www.orb.org/")
yield peer | mPowering/django-orb | [
2,
10,
2,
81,
1420822795
] |
def owoify(message):
for key in substitutions.keys():
message = message.replace(key,substitutions[key])
return message + choice(faces) | sentriz/steely | [
21,
14,
21,
6,
1498783471
] |
def setUpClass(cls):
super(TestStockQuantityChangeReason, cls).setUpClass()
# MODELS
cls.stock_move = cls.env["stock.move"]
cls.product_product_model = cls.env["product.product"]
cls.product_category_model = cls.env["product.category"]
cls.wizard_model = cls.env["stock.c... | OCA/stock-logistics-warehouse | [
248,
611,
248,
91,
1402934883
] |
def _product_change_qty(self, product, new_qty):
values = {
"product_tmpl_id": product.product_tmpl_id.id,
"product_id": product.id,
"new_quantity": new_qty,
}
wizard = self.wizard_model.create(values)
wizard.change_product_qty() | OCA/stock-logistics-warehouse | [
248,
611,
248,
91,
1402934883
] |
def __init__(self):
BaseModelsResource.__init__(self, SearchFilter) | cgwire/zou | [
145,
88,
145,
11,
1490485144
] |
def copy(self, cr, uid, id, default=None, context=None):
if not default:
default = {}
default['product_customer_code_ids'] = False
res = super(product_product, self).copy(
cr, uid, id, default=default, context=context)
return res | cgstudiomap/cgstudiomap | [
3,
2,
3,
45,
1427859918
] |
def __init__(self,
label,
channel,
nodes_per_block,
init_blocks,
min_blocks,
max_blocks,
parallelism,
walltime,
launcher,
cmd_timeout=10):
se... | Parsl/parsl | [
369,
114,
369,
333,
1476980871
] |
def _write_submit_script(self, template, script_filename, job_name, configs):
"""Generate submit script and write it to a file.
Args:
- template (string) : The template string to be used for the writing submit script
- script_filename (string) : Name of the submit script
... | Parsl/parsl | [
369,
114,
369,
333,
1476980871
] |
def _status(self):
pass | Parsl/parsl | [
369,
114,
369,
333,
1476980871
] |
def __init__(self, qubits: Iterable['cirq.Qid'], letter: str):
self.qubits = tuple(qubits)
self.letter = letter | quantumlib/Cirq | [
3678,
836,
3678,
314,
1513294909
] |
def with_line_qubits_mapped_to(self, qubits: List['cirq.Qid']) -> 'Cell':
return InputCell(qubits=Cell._replace_qubits(self.qubits, qubits), letter=self.letter) | quantumlib/Cirq | [
3678,
836,
3678,
314,
1513294909
] |
def __init__(self, letter: str, value: int):
self.letter = letter
self.value = value | quantumlib/Cirq | [
3678,
836,
3678,
314,
1513294909
] |
def with_line_qubits_mapped_to(self, qubits: List['cirq.Qid']) -> 'Cell':
return self | quantumlib/Cirq | [
3678,
836,
3678,
314,
1513294909
] |
def generate_all_input_cell_makers() -> Iterator[CellMaker]:
# Quantum inputs.
yield from _input_family("inputA", "a")
yield from _input_family("inputB", "b")
yield from _input_family("inputR", "r")
yield from _input_family("revinputA", "a", rev=True)
yield from _input_family("revinputB", "b", r... | quantumlib/Cirq | [
3678,
836,
3678,
314,
1513294909
] |
def get_exploration_action(
self,
action_distribution: ActionDistribution,
timestep: Union[int, TensorType],
explore: bool = True, | ray-project/ray | [
24488,
4264,
24488,
2914,
1477424310
] |
def ipython():
config = tools.default_config()
config.TerminalInteractiveShell.simple_prompt = True
shell = interactiveshell.TerminalInteractiveShell.instance(config=config)
return shell | googleapis/python-bigquery | [
575,
233,
575,
100,
1575936544
] |
def eight_schools_params():
"""Share setup for eight schools."""
return {
"J": 8,
"y": np.array([28.0, 8.0, -3.0, 7.0, -1.0, 1.0, 18.0, 12.0]),
"sigma": np.array([15.0, 10.0, 16.0, 11.0, 9.0, 11.0, 10.0, 18.0]),
} | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def draws():
"""Share default draw count."""
return 500 | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def chains():
"""Share default chain count."""
return 2 | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def create_model(seed=10):
"""Create model with fake data."""
np.random.seed(seed)
nchains = 4
ndraws = 500
data = {
"J": 8,
"y": np.array([28.0, 8.0, -3.0, 7.0, -1.0, 1.0, 18.0, 12.0]),
"sigma": np.array([15.0, 10.0, 16.0, 11.0, 9.0, 11.0, 10.0, 18.0]),
}
p... | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def create_multidimensional_model(seed=10):
"""Create model with fake data."""
np.random.seed(seed)
nchains = 4
ndraws = 500
ndim1 = 5
ndim2 = 7
data = {
"y": np.random.normal(size=(ndim1, ndim2)),
"sigma": np.random.normal(size=(ndim1, ndim2)),
}
posterior... | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def create_data_random(groups=None, seed=10):
"""Create InferenceData object using random data."""
if groups is None:
groups = ["posterior", "sample_stats", "observed_data", "posterior_predictive"]
rng = np.random.default_rng(seed)
data = rng.normal(size=(4, 500, 8))
idata_dict = dict(... | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def data_random():
"""Fixture containing InferenceData object using random data."""
idata = create_data_random()
return idata | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def models():
"""Fixture containing 2 mock inference data instances for testing."""
# blank line to keep black and pydocstyle happy | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def multidim_models():
"""Fixture containing 2 mock inference data instances with multidimensional data for testing."""
# blank line to keep black and pydocstyle happy | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def check_multiple_attrs(
test_dict: Dict[str, List[str]], parent: InferenceData | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def emcee_version():
"""Check emcee version. | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def needs_emcee3_func():
"""Check if emcee3 is required."""
# pylint: disable=invalid-name
needs_emcee3 = pytest.mark.skipif(emcee_version() < 3, reason="emcee3 required")
return needs_emcee3 | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def _emcee_lnprior(theta):
"""Proper function to allow pickling."""
mu, tau, eta = theta[0], theta[1], theta[2:]
# Half-cauchy prior, hwhm=25
if tau < 0:
return -np.inf
prior_tau = -np.log(tau ** 2 + 25 ** 2)
prior_mu = -((mu / 10) ** 2) # normal prior, loc=0, scale=10
prior... | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def _emcee_lnprob(theta, y, sigma):
"""Proper function to allow pickling."""
mu, tau, eta = theta[0], theta[1], theta[2:]
prior = _emcee_lnprior(theta)
like_vect = -(((mu + tau * eta - y) / sigma) ** 2)
like = np.sum(like_vect)
return like + prior, (like_vect, np.random.normal((mu + tau * ... | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
def emcee_schools_model(data, draws, chains):
"""Schools model in emcee."""
import emcee | arviz-devs/arviz | [
1351,
324,
1351,
165,
1438170670
] |
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