input stringlengths 11 7.65k | target stringlengths 22 8.26k |
|---|---|
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def should_display_status_to_user(self):
"""
Whether or not the status should be displayed to the user.
"""
return False |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self, connection):
self.connection = connection |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __unicode__(self):
return 'SSOIDVerification for {name}, status: {status}'.format(
name=self.name,
status=self.status,
) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def paged_search(self, **kwargs):
self.connection.search(search_base=kwargs.get("search_base"),
search_scope=kwargs.get("search_scope"),
search_filter=kwargs.get(
"search_filter"),
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self, connection):
self.standard = self.Standard(connection) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def parsed_error_msg(self):
"""
Sometimes, the error message we've received needs to be parsed into
something more human readable
The default behavior is to return the current error message as is.
"""
return self.error_msg |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self, directory=None):
if directory is None:
directory = []
import copy
self.directory = copy.deepcopy(directory)
self.bound = False
self.start_tls_called = False
self.extend = self.Extend(self)
self.operation = {
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def upload_face_image(self, img):
raise NotImplementedError |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def set_directory(self, directory):
self.directory = directory |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def upload_photo_id_image(self, img):
raise NotImplementedError |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _find_user(self, dn):
return next(i for (i, d) in enumerate(self.directory) if d["dn"] == dn) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def mark_ready(self):
"""
Mark that the user data in this attempt is correct. In order to
succeed, the user must have uploaded the necessary images
(`face_image_url`, `photo_id_image_url`). This method will also copy
their name from their user profile. Prior to marking it ready, ... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def approve(self, user_id=None, service=""):
"""
Approve this attempt. `user_id`
Valid attempt statuses when calling this method:
`submitted`, `approved`, `denied`
Status after method completes: `approved`
Other fields that will be set by this method:
`... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def bind(self, read_server_info=True):
return self.bound |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def deny(self,
error_msg,
error_code="",
reviewing_user=None,
reviewing_service=""):
"""
Deny this attempt.
Valid attempt statuses when calling this method:
`submitted`, `approved`, `denied`
Status after method completes: ... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def start_tls(self, read_server_info=True):
self.start_tls_called = True |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def system_error(self,
error_msg,
error_code="",
reviewing_user=None,
reviewing_service=""):
"""
Mark that this attempt could not be completed because of a system error.
Status should be moved to `must_retry`. Fo... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def add(self, dn, object_class=None, attributes=None):
self.result = { 'dn' : '',
'referrals' : None,
'description' : 'success',
'result' : 0,
'message' : '',
'type' : 'addResponse'}
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def retire_user(cls, user_id):
"""
Retire user as part of GDPR Phase I
Returns 'True' if records found
:param user_id: int
:return: bool
"""
try:
user_obj = User.objects.get(id=user_id)
except User.DoesNotExist:
return False
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def delete(self, dn, controls=None):
self.result = { 'dn' : '',
'referrals' : None,
'description' : 'success',
'result' : 0,
'message' : '',
'type' : 'addResponse'}
# Check to see if... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def approve(self, user_id=None, service=""):
"""
Approve the verification attempt for user
Valid attempt statuses when calling this method:
`submitted`, `approved`, `denied`
After method completes:
status is set to `approved`
expiry_date is set to on... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def modify(self, dn, changes, controls=None):
self.result = { 'dn' : '',
'referrals' : None,
'description' : 'success',
'result' : 0,
'message' : '',
'type' : 'modifyResponse'}
# Che... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def get_initial_verification(cls, user, earliest_allowed_date=None):
"""Get initial verification for a user with the 'photo_id_key'.
Arguments:
user(User): user object
earliest_allowed_date(datetime): override expiration date for initial verification
Return:
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _match_greater_than_or_equal(search_base, attribute, value, candidates):
matches = list()
for entry in candidates:
dn = entry.get("dn")
if not dn.endswith(search_base):
continue
value_from_directory = entry.get("attributes").get(attribute)
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def upload_face_image(self, img_data):
"""
Upload an image of the user's face. `img_data` should be a raw
bytestream of a PNG image. This method will take the data, encrypt it
using our FACE_IMAGE_AES_KEY, encode it with base64 and save it to the
storage backend.
Yes, en... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _match_greater_than(search_base, attribute, value, candidates):
matches = list()
for entry in candidates:
dn = entry.get("dn")
if not dn.endswith(search_base):
continue
value_from_directory = entry.get("attributes").get(attribute)
if s... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def upload_photo_id_image(self, img_data):
"""
Upload an the user's photo ID image. `img_data` should be a raw
bytestream of a PNG image. This method will take the data, encrypt it
using a randomly generated AES key, encode it with base64 and save it
to the storage backend. The r... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _match_less_than_or_equal(search_base, attribute, value, candidates):
matches = list()
for entry in candidates:
dn = entry.get("dn")
if not dn.endswith(search_base):
continue
value_from_directory = entry.get("attributes").get(attribute)
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def submit(self, copy_id_photo_from=None):
"""
Submit our verification attempt to Software Secure for validation. This
will set our status to "submitted" if the post is successful, and
"must_retry" if the post fails.
Keyword Arguments:
copy_id_photo_from (SoftwareSec... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _match_less_than(search_base, attribute, value, candidates):
matches = list()
for entry in candidates:
dn = entry.get("dn")
if not dn.endswith(search_base):
continue
value_from_directory = entry.get("attributes").get(attribute)
if str(... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def parsed_error_msg(self):
"""
Parse the error messages we receive from SoftwareSecure
Error messages are written in the form:
`[{"photoIdReasons": ["Not provided"]}]`
Returns:
str[]: List of error messages.
"""
parsed_errors = []
error... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _match_equal_to(search_base, attribute, value, candidates):
matches = list()
match_using_regex = False
if "*" in value:
match_using_regex = True
#regex = check_escape(value)
regex = value.replace('*', '.*')
regex = "^{0}$".format(regex)
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def image_url(self, name, override_receipt_id=None):
"""
We dynamically generate this, since we want it the expiration clock to
start when the message is created, not when the record is created.
Arguments:
name (str): Name of the image (e.g. "photo_id" or "face")
Ke... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _match_notequal_to(search_base, attribute, value, candidates):
matches = list()
match_using_regex = False
if "*" in value:
match_using_regex = True
#regex = check_escape(value)
regex = value.replace('*', '.*')
regex = "^{0}$".format(regex)
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _storage(self):
"""
Return the configured django storage backend.
"""
config = settings.VERIFY_STUDENT["SOFTWARE_SECURE"]
# Default to the S3 backend for backward compatibility
storage_class = config.get("STORAGE_CLASS", "storages.backends.s3boto.S3BotoStorage")
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _parse_filter():
op = pyparsing.oneOf('! & |')
lpar = pyparsing.Literal('(').suppress()
rpar = pyparsing.Literal(')').suppress()
k = pyparsing.Word(pyparsing.alphanums)
# NOTE: We may need to expand on this list, but as this is not a real
# LDAP server we should be... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _get_path(self, prefix, override_receipt_id=None):
"""
Returns the path to a resource with this instance's `receipt_id`.
If `override_receipt_id` is given, the path to that resource will be
retrieved instead. This allows us to retrieve images submitted in
previous attempts (... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _deDuplicate(results):
found = dict()
deDuped = list()
for entry in results:
dn = entry.get("dn")
if not dn in found:
found[dn] = 1
deDuped.append(entry)
return deDuped |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _encrypted_user_photo_key_str(self):
"""
Software Secure needs to have both UserPhoto and PhotoID decrypted in
the same manner. So even though this is going to be the same for every
request, we're also using RSA encryption to encrypt the AES key for
faces.
"""
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _invert_results(self, candidates):
inverted_candidates = list(self.directory)
for candidate in candidates:
try:
inverted_candidates.remove(candidate)
except ValueError:
pass
return inverted_candidates |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def create_request(self, copy_id_photo_from=None):
"""
Construct the HTTP request to the photo verification service.
Keyword Arguments:
copy_id_photo_from (SoftwareSecurePhotoVerification): If provided, re-send the ID photo
data from this attempt. This is used for r... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _search_not(self, base, search_filter, candidates=None):
# Create empty candidates list as we need to use self.directory for
# each search
candidates = list()
this_filter = list()
index = 0
search_filter.remove("!")
for condition in search_filter:
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def request_message_txt(self):
"""
This is the body of the request we send across. This is never actually
used in the code, but exists for debugging purposes -- you can call
`print attempt.request_message_txt()` on the console and get a readable
rendering of the request that woul... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _search_and(self, base, search_filter, candidates=None):
# Load the data from the directory, if we aren't passed any
if candidates == [] or candidates is None:
candidates = self.directory
this_filter = list()
index = 0
search_filter.remove("&")
for condit... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def send_request(self, copy_id_photo_from=None):
"""
Assembles a submission to Software Secure and sends it via HTTPS.
Keyword Arguments:
copy_id_photo_from (SoftwareSecurePhotoVerification): If provided, re-send the ID photo
data from this attempt. This is used for... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _search_or(self, base, search_filter, candidates=None):
# Create empty candidates list as we need to use self.directory for
# each search
candidates = list()
this_filter = list()
index = 0
search_filter.remove("|")
for condition in search_filter:
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def search(self, search_base=None, search_scope=None,
search_filter=None, attributes=None, paged_size=5,
size_limit=0, paged_cookie=None):
s_filter = list()
candidates = list()
self.response = list()
self.result = dict()
try:
if isinstan... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def set_deadline(cls, course_key, deadline, is_explicit=False):
"""
Configure the verification deadline for a course.
If `deadline` is `None`, then the course will have no verification
deadline. In this case, users will be able to verify for the course
at any time.
Arg... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def unbind(self):
return True |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def deadlines_for_courses(cls, course_keys):
"""
Retrieve verification deadlines for particular courses.
Arguments:
course_keys (list): List of `CourseKey`s.
Returns:
dict: Map of course keys to datetimes (verification deadlines)
"""
all_deadlin... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self):
self._calls = CallList()
self._server_mock = None
self.directory = []
self.exception = None
self.reset() |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def deadline_for_course(cls, course_key):
"""
Retrieve the verification deadline for a particular course.
Arguments:
course_key (CourseKey): The identifier for the course.
Returns:
datetime or None
"""
try:
deadline = cls.objects.get... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def reset(self):
self._calls.reset() |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def setLDAPDirectory(self, directory=None):
if directory is None:
self.directory = []
else:
try:
with open(DIRECTORY, 'w+') as f:
f.write(str(directory))
self.directory = directory
except OSError as e:
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def set_exception(self, exc=True):
self.exception = exc |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _load_data(self, directory):
try:
with open(directory, 'r') as f:
data = f.read()
return literal_eval(data)
except OSError as e:
raise |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def calls(self):
return self._calls |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __enter__(self):
self.start() |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __exit__(self, *args):
self.stop()
self.reset() |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def activate(self, func):
evaldict = {'ldap3mock': self, 'func': func}
return get_wrapped(func, _wrapper_template, evaldict) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _on_Server(self, host, port, use_ssl, connect_timeout, get_info=None,
tls=None):
# mangle request packet
return "FakeServerObject" |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _on_Connection(self, server, user, password,
auto_bind=None, client_strategy=None,
authentication=None, check_names=None,
auto_referrals=None, receive_timeout=None):
"""
We need to create a Connection object with
methods:
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def unbound_on_Server(host, port,
use_ssl,
connect_timeout, *a, **kwargs):
return self._on_Server(host, port,
use_ssl,
connect_timeout, *a, **kwargs) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def unbound_on_Connection(server, user,
password,
auto_bind,
client_strategy,
authentication,
check_names,
auto_refe... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def stop(self):
self._patcher.stop()
self._patcher2.stop()
self._server_mock = None |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def get_server_mock(self):
return self._server_mock |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def setUp(self):
entry_Li = ComputedEntry("Li", -1.90753119)
with open(os.path.join(PymatgenTest.TEST_FILES_DIR, "LiTiO2_batt.json")) as f:
entries_LTO = json.load(f, cls=MontyDecoder)
self.ie_LTO = InsertionElectrode.from_entries(entries_LTO, entry_Li)
with open(os.pat... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self):
"""
Every authenticator has to have a name
:param name:
"""
super().__init__() |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def testName(self):
plotter = VoltageProfilePlotter(xaxis="frac_x")
plotter.add_electrode(self.ie_LTO, "LTO insertion")
plotter.add_electrode(self.ce_FF, "FeF3 conversion")
self.assertIsNotNone(plotter.get_plot_data(self.ie_LTO))
self.assertIsNotNone(plotter.get_plot_data(self.ce... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def testPlotly(self):
plotter = VoltageProfilePlotter(xaxis="frac_x")
plotter.add_electrode(self.ie_LTO, "LTO insertion")
plotter.add_electrode(self.ce_FF, "FeF3 conversion")
fig = plotter.get_plotly_figure()
self.assertEqual(fig.layout.xaxis.title.text, "Atomic Fraction of Li")
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _no_ssl_required_on_debug(app, **kwargs):
if app.debug or app.testing:
os.environ['AUTHLIB_INSECURE_TRANSPORT'] = '1' |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self, head):
self.head = head
self.lsize = 0
while head.next:
head = head.next
self.lsize += 1
self.m1_idx = None
self.m2_idx = None
if self.lsize > self._largesize:
self.m1_idx = self.lsize / 3 # start from 1/3
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _getN(self, n):
n -= 1
p = self.head
while n:
p = p.next
n -= 1
return p |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def _get(delta, start):
p = start
while delta:
p = p.next
delta -= 1
return p.val |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def main():
parser = argparse.ArgumentParser()
parser.add_argument("day", help="The day of the results, with format yyyymmdd")
args = parser.parse_args()
install_autopkgtest_results_formatter()
with tempfile.TemporaryDirectory(dir=os.environ.get("HOME")) as temp_dir:
clone_results_repo(temp_... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self, parent, window):
self._parent = parent
self._window = window
self._application = self._parent._application
# create user interface
self._container = gtk.VBox(False, 5)
self._controls = gtk.HBox(False, 5)
separator = gtk.HSeparator()
# pack interface
self._container.pack_end(separ... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def install_autopkgtest_results_formatter():
subprocess.check_call(
["sudo", "snap", "install", "autopkgtest-results-formatter", "--edge"]
) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def can_handle(self, uri):
"""Returns boolean denoting if specified URI can be handled by this extension"""
return False |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def clone_results_repo(dest_dir):
subprocess.check_call(
["git", "clone", "https://github.com/elopio/autopkgtest-results.git", dest_dir]
) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def get_container(self):
"""Return container widget"""
return self._container |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def format_results(dest_dir, distros, day):
subprocess.check_call(
[
"/snap/bin/autopkgtest-results-formatter",
"--destination",
dest_dir,
"--distros",
*distros,
"--day",
day,
]
) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def get_information(self):
"""Returns information about extension"""
icon = None
name = None
return icon, name |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def commit_and_push(repo_dir, day):
subprocess.check_call(
["git", "config", "--global", "user.email", "u1test+m-o@canonical.com"]
)
subprocess.check_call(["git", "config", "--global", "user.name", "snappy-m-o"])
subprocess.check_call(["git", "-C", repo_dir, "add", "--all"])
subprocess.chec... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def unmount(self, uri):
"""Method called by the mount manager for unmounting the selected URI"""
pass |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def focus_object(self):
"""Method called by the mount manager for focusing main object"""
pass |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self, gan=None, config=None, trainer=None):
super().__init__(config=config, gan=gan, trainer=trainer)
self.d_grads = None
self.g_grads = None |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def main():
# Contingency Table from Wilks (2011) Table 8.3
table = np.array([[50, 91, 71],
[47, 2364, 170],
[54, 205, 3288]])
mct = MulticlassContingencyTable(table, n_classes=table.shape[0],
class_names=np.arange(table.shape[... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def gradients(self, d_grads, g_grads):
if self.d_grads is None:
self.d_grads = [torch.zeros_like(_g) for _g in d_grads]
self.g_grads = [torch.zeros_like(_g) for _g in g_grads] |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __init__(self, table=None, n_classes=2, class_names=("1", "0")):
self.table = table
self.n_classes = n_classes
self.class_names = class_names
if table is None:
self.table = np.zeros((self.n_classes, self.n_classes), dtype=int) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def __add__(self, other):
assert self.n_classes == other.n_classes, "Number of classes does not match"
return MulticlassContingencyTable(self.table + other.table,
n_classes=self.n_classes,
class_names=self.class_names) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def peirce_skill_score(self):
"""
Multiclass Peirce Skill Score (also Hanssen and Kuipers score, True Skill Score)
"""
n = float(self.table.sum())
nf = self.table.sum(axis=1)
no = self.table.sum(axis=0)
correct = float(self.table.trace())
return (correct /... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def gerrity_score(self):
"""
Gerrity Score, which weights each cell in the contingency table by its observed relative frequency.
:return:
"""
k = self.table.shape[0]
n = float(self.table.sum())
p_o = self.table.sum(axis=0) / n
p_sum = np.cumsum(p_o)[:-1]
... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def heidke_skill_score(self):
n = float(self.table.sum())
nf = self.table.sum(axis=1)
no = self.table.sum(axis=0)
correct = float(self.table.trace())
return (correct / n - (nf * no).sum() / n ** 2) / (1 - (nf * no).sum() / n ** 2) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def git_checkout(git_url, git_branch=None, git_tag=None, git_hash=None):
git_dst = tempfile.mkdtemp()
g = GitManager(url=git_url, git_dst=git_dst, git_branch=git_branch, git_tag=git_tag, git_hash=git_hash)
g.run()
shutil.rmtree(git_dst) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def test_git_tag():
""" Test checkout w/ Tag """
git_checkout(git_url='https://github.com/voltgrid/voltgrid-pie.git', git_branch=None, git_tag='v0.1.0') |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def test_git_branch():
""" Test checkout w/ Branch """
git_checkout(git_url='https://github.com/voltgrid/voltgrid-pie.git', git_branch='master', git_tag=None) |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def test_make_gym_venv_nostack(name, num_envs, state_shape, reward_scale):
seed = 0
frame_op = None
frame_op_len = None
venv = make_gym_venv(name, num_envs, seed, frame_op=frame_op, frame_op_len=frame_op_len, reward_scale=reward_scale)
venv.reset()
for i in range(5):
state, reward, done,... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def compute_rbf_kernel_matrix(X):
"""Compute the RBF kernel matrix with sigma2 as the median pairwise
distance.
"""
sigma2 = np.median(pairwise_distances(X, metric='euclidean'))**2
K = pairwise_kernels(X, X, metric='rbf', gamma=1.0/sigma2, n_jobs=-1)
return K |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def test_make_gym_concat(name, num_envs, state_shape, reward_scale):
seed = 0
frame_op = 'concat' # used for image, or for concat vector
frame_op_len = 4
venv = make_gym_venv(name, num_envs, seed, frame_op=frame_op, frame_op_len=frame_op_len, reward_scale=reward_scale)
venv.reset()
for i in ran... |
def emit(self, level, message):
raise NotImplementedError('Please implement an emit method') | def balanced_accuracy_scoring(clf, X, y):
"""Scoring function that computes the balanced accuracy to be used
internally in the cross-validation procedure.
"""
y_pred = clf.predict(X)
conf_mat = confusion_matrix(y, y_pred)
bal_acc = 0.
for i in range(len(conf_mat)):
bal_acc += (float(... |
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