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tbobm/etnawrapper
|
etnawrapper/etna.py
|
EtnaWrapper.get_logs
|
def get_logs(self, login=None, **kwargs):
"""Get a user's logs.
:param str login: User's login (Default: self._login)
:return: JSON
"""
_login = kwargs.get(
'login',
login
)
log_events_url = GSA_LOGS_URL.format(login=_login)
return self._request_api(url=log_events_url).json()
|
python
|
def get_logs(self, login=None, **kwargs):
"""Get a user's logs.
:param str login: User's login (Default: self._login)
:return: JSON
"""
_login = kwargs.get(
'login',
login
)
log_events_url = GSA_LOGS_URL.format(login=_login)
return self._request_api(url=log_events_url).json()
|
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train
|
https://github.com/tbobm/etnawrapper/blob/0f1759646a30f658cf75fd521fd6e9cef5cd09c4/etnawrapper/etna.py#L311-L323
|
slok/prometheus-python
|
prometheus/negotiator.py
|
Negotiator.negotiate
|
def negotiate(cls, headers):
""" Process headers dict to return the format class
(not the instance)
"""
# set lower keys
headers = {k.lower(): v for k, v in headers.items()}
accept = headers.get('accept', "*/*")
parsed_accept = accept.split(";")
parsed_accept = [i.strip() for i in parsed_accept]
# Protobuffer (only one version)
if all([i in parsed_accept for i in cls.PROTOBUF['default']]):
return ProtobufFormat
elif all([i in parsed_accept for i in cls.PROTOBUF['text']]):
return ProtobufTextFormat
# Text 0.0.4
elif all([i in parsed_accept for i in cls.TEXT['0.0.4']]):
return TextFormat
# Text (Default)
elif all([i in parsed_accept for i in cls.TEXT['default']]):
return TextFormat
# Default
else:
return cls.FALLBACK
|
python
|
def negotiate(cls, headers):
""" Process headers dict to return the format class
(not the instance)
"""
# set lower keys
headers = {k.lower(): v for k, v in headers.items()}
accept = headers.get('accept', "*/*")
parsed_accept = accept.split(";")
parsed_accept = [i.strip() for i in parsed_accept]
# Protobuffer (only one version)
if all([i in parsed_accept for i in cls.PROTOBUF['default']]):
return ProtobufFormat
elif all([i in parsed_accept for i in cls.PROTOBUF['text']]):
return ProtobufTextFormat
# Text 0.0.4
elif all([i in parsed_accept for i in cls.TEXT['0.0.4']]):
return TextFormat
# Text (Default)
elif all([i in parsed_accept for i in cls.TEXT['default']]):
return TextFormat
# Default
else:
return cls.FALLBACK
|
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/negotiator.py#L26-L51
|
slok/prometheus-python
|
prometheus/registry.py
|
Registry.register
|
def register(self, collector):
""" Registers a collector"""
if not isinstance(collector, Collector):
raise TypeError(
"Can't register instance, not a valid type of collector")
if collector.name in self.collectors:
raise ValueError("Collector already exists or name colision")
with mutex:
self.collectors[collector.name] = collector
|
python
|
def register(self, collector):
""" Registers a collector"""
if not isinstance(collector, Collector):
raise TypeError(
"Can't register instance, not a valid type of collector")
if collector.name in self.collectors:
raise ValueError("Collector already exists or name colision")
with mutex:
self.collectors[collector.name] = collector
|
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Registers a collector
|
[
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] |
train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/registry.py#L15-L25
|
slok/prometheus-python
|
prometheus/pusher.py
|
Pusher.add
|
def add(self, registry):
""" Add works like replace, but only previously pushed metrics with the
same name (and the same job and instance) will be replaced.
(It uses HTTP method 'POST' to push to the Pushgateway.)
"""
# POST
payload = self.formatter.marshall(registry)
r = requests.post(self.path, data=payload, headers=self.headers)
|
python
|
def add(self, registry):
""" Add works like replace, but only previously pushed metrics with the
same name (and the same job and instance) will be replaced.
(It uses HTTP method 'POST' to push to the Pushgateway.)
"""
# POST
payload = self.formatter.marshall(registry)
r = requests.post(self.path, data=payload, headers=self.headers)
|
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Add works like replace, but only previously pushed metrics with the
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|
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".",
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] |
train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/pusher.py#L31-L38
|
slok/prometheus-python
|
prometheus/pusher.py
|
Pusher.replace
|
def replace(self, registry):
""" Push triggers a metric collection and pushes all collected metrics
to the Pushgateway specified by addr
Note that all previously pushed metrics with the same job and
instance will be replaced with the metrics pushed by this call.
(It uses HTTP method 'PUT' to push to the Pushgateway.)
"""
# PUT
payload = self.formatter.marshall(registry)
r = requests.put(self.path, data=payload, headers=self.headers)
|
python
|
def replace(self, registry):
""" Push triggers a metric collection and pushes all collected metrics
to the Pushgateway specified by addr
Note that all previously pushed metrics with the same job and
instance will be replaced with the metrics pushed by this call.
(It uses HTTP method 'PUT' to push to the Pushgateway.)
"""
# PUT
payload = self.formatter.marshall(registry)
r = requests.put(self.path, data=payload, headers=self.headers)
|
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Push triggers a metric collection and pushes all collected metrics
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Note that all previously pushed metrics with the same job and
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|
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/pusher.py#L40-L49
|
slok/prometheus-python
|
prometheus/formats.py
|
TextFormat.marshall_lines
|
def marshall_lines(self, collector):
""" Marshalls a collector and returns the storage/transfer format in
a tuple, this tuple has reprensentation format per element.
"""
if isinstance(collector, collectors.Counter):
exec_method = self._format_counter
elif isinstance(collector, collectors.Gauge):
exec_method = self._format_gauge
elif isinstance(collector, collectors.Summary):
exec_method = self._format_summary
else:
raise TypeError("Not a valid object format")
# create headers
help_header = TextFormat.HELP_FMT.format(name=collector.name,
help_text=collector.help_text)
type_header = TextFormat.TYPE_FMT.format(name=collector.name,
value_type=collector.REPR_STR)
# Prepare start headers
lines = [help_header, type_header]
for i in collector.get_all():
r = exec_method(i, collector.name, collector.const_labels)
# Check if it returns one or multiple lines
if not isinstance(r, str) and isinstance(r, collections.Iterable):
lines.extend(r)
else:
lines.append(r)
return lines
|
python
|
def marshall_lines(self, collector):
""" Marshalls a collector and returns the storage/transfer format in
a tuple, this tuple has reprensentation format per element.
"""
if isinstance(collector, collectors.Counter):
exec_method = self._format_counter
elif isinstance(collector, collectors.Gauge):
exec_method = self._format_gauge
elif isinstance(collector, collectors.Summary):
exec_method = self._format_summary
else:
raise TypeError("Not a valid object format")
# create headers
help_header = TextFormat.HELP_FMT.format(name=collector.name,
help_text=collector.help_text)
type_header = TextFormat.TYPE_FMT.format(name=collector.name,
value_type=collector.REPR_STR)
# Prepare start headers
lines = [help_header, type_header]
for i in collector.get_all():
r = exec_method(i, collector.name, collector.const_labels)
# Check if it returns one or multiple lines
if not isinstance(r, str) and isinstance(r, collections.Iterable):
lines.extend(r)
else:
lines.append(r)
return lines
|
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/formats.py#L132-L165
|
slok/prometheus-python
|
prometheus/formats.py
|
TextFormat.marshall
|
def marshall(self, registry):
"""Marshalls a full registry (various collectors)"""
blocks = []
for i in registry.get_all():
blocks.append(self.marshall_collector(i))
# Sort? used in tests
blocks = sorted(blocks)
# Needs EOF
blocks.append("")
return self.__class__.LINE_SEPARATOR_FMT.join(blocks)
|
python
|
def marshall(self, registry):
"""Marshalls a full registry (various collectors)"""
blocks = []
for i in registry.get_all():
blocks.append(self.marshall_collector(i))
# Sort? used in tests
blocks = sorted(blocks)
# Needs EOF
blocks.append("")
return self.__class__.LINE_SEPARATOR_FMT.join(blocks)
|
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Marshalls a full registry (various collectors)
|
[
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"(",
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")"
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/formats.py#L172-L185
|
slok/prometheus-python
|
prometheus/formats.py
|
ProtobufFormat.marshall
|
def marshall(self, registry):
"""Returns bytes"""
result = b""
for i in registry.get_all():
# Each message needs to be prefixed with a varint with the size of
# the message (MetrycType)
# https://github.com/matttproud/golang_protobuf_extensions/blob/master/ext/encode.go
# http://zombietetris.de/blog/building-your-own-writedelimitedto-for-python-protobuf/
body = self.marshall_collector(i).SerializeToString()
msg = encoder._VarintBytes(len(body)) + body
result += msg
return result
|
python
|
def marshall(self, registry):
"""Returns bytes"""
result = b""
for i in registry.get_all():
# Each message needs to be prefixed with a varint with the size of
# the message (MetrycType)
# https://github.com/matttproud/golang_protobuf_extensions/blob/master/ext/encode.go
# http://zombietetris.de/blog/building-your-own-writedelimitedto-for-python-protobuf/
body = self.marshall_collector(i).SerializeToString()
msg = encoder._VarintBytes(len(body)) + body
result += msg
return result
|
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"return",
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] |
Returns bytes
|
[
"Returns",
"bytes"
] |
train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/formats.py#L291-L304
|
slok/prometheus-python
|
examples/trigonometry_example.py
|
gather_data
|
def gather_data(registry):
"""Gathers the metrics"""
# Get the host name of the machine
host = socket.gethostname()
# Create our collectors
trig_metric = Gauge("trigonometry_example",
"Various trigonometry examples.",
{'host': host})
# register the metric collectors
registry.register(trig_metric)
# Start gathering metrics every second
counter = 0
while True:
time.sleep(1)
sine = math.sin(math.radians(counter % 360))
cosine = math.cos(math.radians(counter % 360))
trig_metric.set({'type': "sine"}, sine)
trig_metric.set({'type': "cosine"}, cosine)
counter += 1
|
python
|
def gather_data(registry):
"""Gathers the metrics"""
# Get the host name of the machine
host = socket.gethostname()
# Create our collectors
trig_metric = Gauge("trigonometry_example",
"Various trigonometry examples.",
{'host': host})
# register the metric collectors
registry.register(trig_metric)
# Start gathering metrics every second
counter = 0
while True:
time.sleep(1)
sine = math.sin(math.radians(counter % 360))
cosine = math.cos(math.radians(counter % 360))
trig_metric.set({'type': "sine"}, sine)
trig_metric.set({'type': "cosine"}, cosine)
counter += 1
|
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/examples/trigonometry_example.py#L20-L44
|
slok/prometheus-python
|
prometheus/collectors.py
|
Collector.set_value
|
def set_value(self, labels, value):
""" Sets a value in the container"""
if labels:
self._label_names_correct(labels)
with mutex:
self.values[labels] = value
|
python
|
def set_value(self, labels, value):
""" Sets a value in the container"""
if labels:
self._label_names_correct(labels)
with mutex:
self.values[labels] = value
|
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Sets a value in the container
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[
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/collectors.py#L38-L45
|
slok/prometheus-python
|
prometheus/collectors.py
|
Collector._label_names_correct
|
def _label_names_correct(self, labels):
"""Raise exception (ValueError) if labels not correct"""
for k, v in labels.items():
# Check reserved labels
if k in RESTRICTED_LABELS_NAMES:
raise ValueError("Labels not correct")
# Check prefixes
if any(k.startswith(i) for i in RESTRICTED_LABELS_PREFIXES):
raise ValueError("Labels not correct")
return True
|
python
|
def _label_names_correct(self, labels):
"""Raise exception (ValueError) if labels not correct"""
for k, v in labels.items():
# Check reserved labels
if k in RESTRICTED_LABELS_NAMES:
raise ValueError("Labels not correct")
# Check prefixes
if any(k.startswith(i) for i in RESTRICTED_LABELS_PREFIXES):
raise ValueError("Labels not correct")
return True
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/collectors.py#L57-L69
|
slok/prometheus-python
|
prometheus/collectors.py
|
Collector.get_all
|
def get_all(self):
""" Returns a list populated by tuples of 2 elements, first one is
a dict with all the labels and the second elemnt is the value
of the metric itself
"""
with mutex:
items = self.values.items()
result = []
for k, v in items:
# Check if is a single value dict (custom empty key)
if not k or k == MetricDict.EMPTY_KEY:
key = None
else:
key = decoder.decode(k)
result.append((key, self.get(k)))
return result
|
python
|
def get_all(self):
""" Returns a list populated by tuples of 2 elements, first one is
a dict with all the labels and the second elemnt is the value
of the metric itself
"""
with mutex:
items = self.values.items()
result = []
for k, v in items:
# Check if is a single value dict (custom empty key)
if not k or k == MetricDict.EMPTY_KEY:
key = None
else:
key = decoder.decode(k)
result.append((key, self.get(k)))
return result
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https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/collectors.py#L71-L88
|
slok/prometheus-python
|
prometheus/collectors.py
|
Gauge.add
|
def add(self, labels, value):
""" Add adds the given value to the Gauge. (The value can be
negative, resulting in a decrease of the Gauge.)
"""
try:
current = self.get_value(labels)
except KeyError:
current = 0
self.set_value(labels, current + value)
|
python
|
def add(self, labels, value):
""" Add adds the given value to the Gauge. (The value can be
negative, resulting in a decrease of the Gauge.)
"""
try:
current = self.get_value(labels)
except KeyError:
current = 0
self.set_value(labels, current + value)
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/collectors.py#L153-L163
|
slok/prometheus-python
|
prometheus/collectors.py
|
Summary.add
|
def add(self, labels, value):
"""Add adds a single observation to the summary."""
if type(value) not in (float, int):
raise TypeError("Summary only works with digits (int, float)")
# We have already a lock for data but not for the estimator
with mutex:
try:
e = self.get_value(labels)
except KeyError:
# Initialize quantile estimator
e = quantile.Estimator(*self.__class__.DEFAULT_INVARIANTS)
self.set_value(labels, e)
e.observe(float(value))
|
python
|
def add(self, labels, value):
"""Add adds a single observation to the summary."""
if type(value) not in (float, int):
raise TypeError("Summary only works with digits (int, float)")
# We have already a lock for data but not for the estimator
with mutex:
try:
e = self.get_value(labels)
except KeyError:
# Initialize quantile estimator
e = quantile.Estimator(*self.__class__.DEFAULT_INVARIANTS)
self.set_value(labels, e)
e.observe(float(value))
|
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/prometheus/collectors.py#L195-L209
|
slok/prometheus-python
|
prometheus/collectors.py
|
Summary.get
|
def get(self, labels):
""" Get gets the data in the form of 0.5, 0.9 and 0.99 percentiles. Also
you get sum and count, all in a dict
"""
return_data = {}
# We have already a lock for data but not for the estimator
with mutex:
e = self.get_value(labels)
# Set invariants data (default to 0.50, 0.90 and 0.99)
for i in e._invariants:
q = i._quantile
return_data[q] = e.query(q)
# Set sum and count
return_data[self.__class__.SUM_KEY] = e._sum
return_data[self.__class__.COUNT_KEY] = e._observations
return return_data
|
python
|
def get(self, labels):
""" Get gets the data in the form of 0.5, 0.9 and 0.99 percentiles. Also
you get sum and count, all in a dict
"""
return_data = {}
# We have already a lock for data but not for the estimator
with mutex:
e = self.get_value(labels)
# Set invariants data (default to 0.50, 0.90 and 0.99)
for i in e._invariants:
q = i._quantile
return_data[q] = e.query(q)
# Set sum and count
return_data[self.__class__.SUM_KEY] = e._sum
return_data[self.__class__.COUNT_KEY] = e._observations
return return_data
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|
slok/prometheus-python
|
examples/memory_cpu_usage_example.py
|
gather_data
|
def gather_data(registry):
"""Gathers the metrics"""
# Get the host name of the machine
host = socket.gethostname()
# Create our collectors
ram_metric = Gauge("memory_usage_bytes", "Memory usage in bytes.",
{'host': host})
cpu_metric = Gauge("cpu_usage_percent", "CPU usage percent.",
{'host': host})
# register the metric collectors
registry.register(ram_metric)
registry.register(cpu_metric)
# Start gathering metrics every second
while True:
time.sleep(1)
# Add ram metrics
ram = psutil.virtual_memory()
swap = psutil.swap_memory()
ram_metric.set({'type': "virtual", }, ram.used)
ram_metric.set({'type': "virtual", 'status': "cached"}, ram.cached)
ram_metric.set({'type': "swap"}, swap.used)
# Add cpu metrics
for c, p in enumerate(psutil.cpu_percent(interval=1, percpu=True)):
cpu_metric.set({'core': c}, p)
|
python
|
def gather_data(registry):
"""Gathers the metrics"""
# Get the host name of the machine
host = socket.gethostname()
# Create our collectors
ram_metric = Gauge("memory_usage_bytes", "Memory usage in bytes.",
{'host': host})
cpu_metric = Gauge("cpu_usage_percent", "CPU usage percent.",
{'host': host})
# register the metric collectors
registry.register(ram_metric)
registry.register(cpu_metric)
# Start gathering metrics every second
while True:
time.sleep(1)
# Add ram metrics
ram = psutil.virtual_memory()
swap = psutil.swap_memory()
ram_metric.set({'type': "virtual", }, ram.used)
ram_metric.set({'type': "virtual", 'status': "cached"}, ram.cached)
ram_metric.set({'type': "swap"}, swap.used)
# Add cpu metrics
for c, p in enumerate(psutil.cpu_percent(interval=1, percpu=True)):
cpu_metric.set({'core': c}, p)
|
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train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/examples/memory_cpu_usage_example.py#L20-L50
|
slok/prometheus-python
|
examples/timing_write_io_example.py
|
gather_data
|
def gather_data(registry):
"""Gathers the metrics"""
# Get the host name of the machine
host = socket.gethostname()
# Create our collectors
io_metric = Summary("write_file_io_example",
"Writing io file in disk example.",
{'host': host})
# register the metric collectors
registry.register(io_metric)
chunk = b'\xff'*4000 # 4000 bytes
filename_path = "/tmp/prometheus_test"
blocksizes = (100, 10000, 1000000, 100000000)
# Start gathering metrics every 0.7 seconds
while True:
time.sleep(0.7)
for i in blocksizes:
time_start = time.time()
# Action
with open(filename_path, "wb") as f:
for _ in range(i // 10000):
f.write(chunk)
io_metric.add({"file": filename_path, "block": i},
time.time() - time_start)
|
python
|
def gather_data(registry):
"""Gathers the metrics"""
# Get the host name of the machine
host = socket.gethostname()
# Create our collectors
io_metric = Summary("write_file_io_example",
"Writing io file in disk example.",
{'host': host})
# register the metric collectors
registry.register(io_metric)
chunk = b'\xff'*4000 # 4000 bytes
filename_path = "/tmp/prometheus_test"
blocksizes = (100, 10000, 1000000, 100000000)
# Start gathering metrics every 0.7 seconds
while True:
time.sleep(0.7)
for i in blocksizes:
time_start = time.time()
# Action
with open(filename_path, "wb") as f:
for _ in range(i // 10000):
f.write(chunk)
io_metric.add({"file": filename_path, "block": i},
time.time() - time_start)
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"}",
",",
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".",
"time",
"(",
")",
"-",
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")"
] |
Gathers the metrics
|
[
"Gathers",
"the",
"metrics"
] |
train
|
https://github.com/slok/prometheus-python/blob/51c6de3cdcd4e36eae6e1643b136f486b57a18cd/examples/timing_write_io_example.py#L20-L49
|
knipknap/Gelatin
|
Gelatin/generator/Builder.py
|
Node.get_child
|
def get_child(self, name, attribs=None):
"""
Returns the first child that matches the given name and
attributes.
"""
if name == '.':
if attribs is None or len(attribs) == 0:
return self
if attribs == self.attribs:
return self
return self.child_index.get(nodehash(name, attribs))
|
python
|
def get_child(self, name, attribs=None):
"""
Returns the first child that matches the given name and
attributes.
"""
if name == '.':
if attribs is None or len(attribs) == 0:
return self
if attribs == self.attribs:
return self
return self.child_index.get(nodehash(name, attribs))
|
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/generator/Builder.py#L96-L106
|
knipknap/Gelatin
|
Gelatin/generator/Builder.py
|
Builder.create
|
def create(self, path, data=None):
"""
Creates the given node, regardless of whether or not it already
exists.
Returns the new node.
"""
node = self.current[-1]
path = self._splitpath(path)
n_items = len(path)
for n, item in enumerate(path):
tag, attribs = self._splittag(item)
# The leaf node is always newly created.
if n == n_items-1:
node = node.add(Node(tag, attribs))
break
# Parent nodes are only created if they do not exist yet.
existing = node.get_child(tag, attribs)
if existing is not None:
node = existing
else:
node = node.add(Node(tag, attribs))
if data:
node.text = unquote(data)
return node
|
python
|
def create(self, path, data=None):
"""
Creates the given node, regardless of whether or not it already
exists.
Returns the new node.
"""
node = self.current[-1]
path = self._splitpath(path)
n_items = len(path)
for n, item in enumerate(path):
tag, attribs = self._splittag(item)
# The leaf node is always newly created.
if n == n_items-1:
node = node.add(Node(tag, attribs))
break
# Parent nodes are only created if they do not exist yet.
existing = node.get_child(tag, attribs)
if existing is not None:
node = existing
else:
node = node.add(Node(tag, attribs))
if data:
node.text = unquote(data)
return node
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Creates the given node, regardless of whether or not it already
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Returns the new node.
|
[
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/generator/Builder.py#L174-L199
|
knipknap/Gelatin
|
Gelatin/generator/Builder.py
|
Builder.add
|
def add(self, path, data=None, replace=False):
"""
Creates the given node if it does not exist.
Returns the (new or existing) node.
"""
node = self.current[-1]
for item in self._splitpath(path):
tag, attribs = self._splittag(item)
next_node = node.get_child(tag, attribs)
if next_node is not None:
node = next_node
else:
node = node.add(Node(tag, attribs))
if replace:
node.text = ''
if data:
if node.text is None:
node.text = unquote(data)
else:
node.text += unquote(data)
return node
|
python
|
def add(self, path, data=None, replace=False):
"""
Creates the given node if it does not exist.
Returns the (new or existing) node.
"""
node = self.current[-1]
for item in self._splitpath(path):
tag, attribs = self._splittag(item)
next_node = node.get_child(tag, attribs)
if next_node is not None:
node = next_node
else:
node = node.add(Node(tag, attribs))
if replace:
node.text = ''
if data:
if node.text is None:
node.text = unquote(data)
else:
node.text += unquote(data)
return node
|
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Creates the given node if it does not exist.
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/generator/Builder.py#L201-L221
|
knipknap/Gelatin
|
Gelatin/generator/Builder.py
|
Builder.add_attribute
|
def add_attribute(self, path, name, value):
"""
Creates the given attribute and sets it to the given value.
Returns the (new or existing) node to which the attribute was added.
"""
node = self.add(path)
node.attribs.append((name, value))
return node
|
python
|
def add_attribute(self, path, name, value):
"""
Creates the given attribute and sets it to the given value.
Returns the (new or existing) node to which the attribute was added.
"""
node = self.add(path)
node.attribs.append((name, value))
return node
|
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Creates the given attribute and sets it to the given value.
Returns the (new or existing) node to which the attribute was added.
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/generator/Builder.py#L223-L230
|
knipknap/Gelatin
|
Gelatin/generator/Builder.py
|
Builder.open
|
def open(self, path):
"""
Creates and enters the given node, regardless of whether it already
exists.
Returns the new node.
"""
self.current.append(self.create(path))
return self.current[-1]
|
python
|
def open(self, path):
"""
Creates and enters the given node, regardless of whether it already
exists.
Returns the new node.
"""
self.current.append(self.create(path))
return self.current[-1]
|
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Creates and enters the given node, regardless of whether it already
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Returns the new node.
|
[
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/generator/Builder.py#L232-L239
|
knipknap/Gelatin
|
Gelatin/generator/Builder.py
|
Builder.enter
|
def enter(self, path):
"""
Enters the given node. Creates it if it does not exist.
Returns the node.
"""
self.current.append(self.add(path))
return self.current[-1]
|
python
|
def enter(self, path):
"""
Enters the given node. Creates it if it does not exist.
Returns the node.
"""
self.current.append(self.add(path))
return self.current[-1]
|
[
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Enters the given node. Creates it if it does not exist.
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/generator/Builder.py#L241-L247
|
knipknap/Gelatin
|
Gelatin/util.py
|
generate
|
def generate(converter, input_file, format='xml', encoding='utf8'):
"""
Given a converter (as returned by compile()), this function reads
the given input file and converts it to the requested output format.
Supported output formats are 'xml', 'yaml', 'json', or 'none'.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input_file: str
:param input_file: Name of a file to convert.
:type format: str
:param format: The output format.
:type encoding: str
:param encoding: Character encoding of the input file.
:rtype: str
:return: The resulting output.
"""
with codecs.open(input_file, encoding=encoding) as thefile:
return generate_string(converter, thefile.read(), format=format)
|
python
|
def generate(converter, input_file, format='xml', encoding='utf8'):
"""
Given a converter (as returned by compile()), this function reads
the given input file and converts it to the requested output format.
Supported output formats are 'xml', 'yaml', 'json', or 'none'.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input_file: str
:param input_file: Name of a file to convert.
:type format: str
:param format: The output format.
:type encoding: str
:param encoding: Character encoding of the input file.
:rtype: str
:return: The resulting output.
"""
with codecs.open(input_file, encoding=encoding) as thefile:
return generate_string(converter, thefile.read(), format=format)
|
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/util.py#L56-L75
|
knipknap/Gelatin
|
Gelatin/util.py
|
generate_to_file
|
def generate_to_file(converter,
input_file,
output_file,
format='xml',
in_encoding='utf8',
out_encoding='utf8'):
"""
Like generate(), but writes the output to the given output file
instead.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input_file: str
:param input_file: Name of a file to convert.
:type output_file: str
:param output_file: The output filename.
:type format: str
:param format: The output format.
:type in_encoding: str
:param in_encoding: Character encoding of the input file.
:type out_encoding: str
:param out_encoding: Character encoding of the output file.
:rtype: str
:return: The resulting output.
"""
with codecs.open(output_file, 'w', encoding=out_encoding) as thefile:
result = generate(converter, input_file, format=format, encoding=in_encoding)
thefile.write(result)
|
python
|
def generate_to_file(converter,
input_file,
output_file,
format='xml',
in_encoding='utf8',
out_encoding='utf8'):
"""
Like generate(), but writes the output to the given output file
instead.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input_file: str
:param input_file: Name of a file to convert.
:type output_file: str
:param output_file: The output filename.
:type format: str
:param format: The output format.
:type in_encoding: str
:param in_encoding: Character encoding of the input file.
:type out_encoding: str
:param out_encoding: Character encoding of the output file.
:rtype: str
:return: The resulting output.
"""
with codecs.open(output_file, 'w', encoding=out_encoding) as thefile:
result = generate(converter, input_file, format=format, encoding=in_encoding)
thefile.write(result)
|
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:type output_file: str
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:type format: str
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/util.py#L78-L105
|
knipknap/Gelatin
|
Gelatin/util.py
|
generate_string
|
def generate_string(converter, input, format='xml'):
"""
Like generate(), but reads the input from a string instead of
from a file.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input: str
:param input: The string to convert.
:type format: str
:param format: The output format.
:rtype: str
:return: The resulting output.
"""
serializer = generator.new(format)
if serializer is None:
raise TypeError('invalid output format ' + repr(format))
builder = Builder()
converter.parse_string(input, builder)
return builder.serialize(serializer)
|
python
|
def generate_string(converter, input, format='xml'):
"""
Like generate(), but reads the input from a string instead of
from a file.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input: str
:param input: The string to convert.
:type format: str
:param format: The output format.
:rtype: str
:return: The resulting output.
"""
serializer = generator.new(format)
if serializer is None:
raise TypeError('invalid output format ' + repr(format))
builder = Builder()
converter.parse_string(input, builder)
return builder.serialize(serializer)
|
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/util.py#L108-L127
|
knipknap/Gelatin
|
Gelatin/util.py
|
generate_string_to_file
|
def generate_string_to_file(converter,
input,
output_file,
format='xml',
out_encoding='utf8'):
"""
Like generate(), but reads the input from a string instead of
from a file, and writes the output to the given output file.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input: str
:param input: The string to convert.
:type output_file: str
:param output_file: The output filename.
:type format: str
:param format: The output format.
:type out_encoding: str
:param out_encoding: Character encoding of the output file.
:rtype: str
:return: The resulting output.
"""
with codecs.open(output_file, 'w', encoding=out_encoding) as thefile:
result = generate_string(converter, input, format=format)
thefile.write(result)
|
python
|
def generate_string_to_file(converter,
input,
output_file,
format='xml',
out_encoding='utf8'):
"""
Like generate(), but reads the input from a string instead of
from a file, and writes the output to the given output file.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input: str
:param input: The string to convert.
:type output_file: str
:param output_file: The output filename.
:type format: str
:param format: The output format.
:type out_encoding: str
:param out_encoding: Character encoding of the output file.
:rtype: str
:return: The resulting output.
"""
with codecs.open(output_file, 'w', encoding=out_encoding) as thefile:
result = generate_string(converter, input, format=format)
thefile.write(result)
|
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Like generate(), but reads the input from a string instead of
from a file, and writes the output to the given output file.
:type converter: compiler.Context
:param converter: The compiled converter.
:type input: str
:param input: The string to convert.
:type output_file: str
:param output_file: The output filename.
:type format: str
:param format: The output format.
:type out_encoding: str
:param out_encoding: Character encoding of the output file.
:rtype: str
:return: The resulting output.
|
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train
|
https://github.com/knipknap/Gelatin/blob/d2afa85a48034d6ee34580e49e16542f31ad208e/Gelatin/util.py#L130-L154
|
kipe/pycron
|
pycron/__init__.py
|
is_now
|
def is_now(s, dt=None):
'''
A very simple cron-like parser to determine, if (cron-like) string is valid for this date and time.
@input:
s = cron-like string (minute, hour, day of month, month, day of week)
dt = datetime to use as reference time, defaults to now
@output: boolean of result
'''
if dt is None:
dt = datetime.now()
minute, hour, dom, month, dow = s.split(' ')
weekday = dt.isoweekday()
return _parse_arg(minute, dt.minute) \
and _parse_arg(hour, dt.hour) \
and _parse_arg(dom, dt.day) \
and _parse_arg(month, dt.month) \
and _parse_arg(dow, 0 if weekday == 7 else weekday, True)
|
python
|
def is_now(s, dt=None):
'''
A very simple cron-like parser to determine, if (cron-like) string is valid for this date and time.
@input:
s = cron-like string (minute, hour, day of month, month, day of week)
dt = datetime to use as reference time, defaults to now
@output: boolean of result
'''
if dt is None:
dt = datetime.now()
minute, hour, dom, month, dow = s.split(' ')
weekday = dt.isoweekday()
return _parse_arg(minute, dt.minute) \
and _parse_arg(hour, dt.hour) \
and _parse_arg(dom, dt.day) \
and _parse_arg(month, dt.month) \
and _parse_arg(dow, 0 if weekday == 7 else weekday, True)
|
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A very simple cron-like parser to determine, if (cron-like) string is valid for this date and time.
@input:
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dt = datetime to use as reference time, defaults to now
@output: boolean of result
|
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] |
train
|
https://github.com/kipe/pycron/blob/25319f5ca175b9db6a5e966e1ab2f75bd57fd269/pycron/__init__.py#L92-L109
|
kipe/pycron
|
pycron/__init__.py
|
has_been
|
def has_been(s, since, dt=None):
'''
A parser to check whether a (cron-like) string has been true during a certain time period.
Useful for applications which cannot check every minute or need to catch up during a restart.
@input:
s = cron-like string (minute, hour, day of month, month, day of week)
since = datetime to use as reference time for start of period
dt = datetime to use as reference time for end of period, defaults to now
@output: boolean of result
'''
if dt is None:
dt = datetime.now(tz=since.tzinfo)
if dt < since:
raise ValueError("The since datetime must be before the current datetime.")
while since <= dt:
if is_now(s, since):
return True
since += timedelta(minutes=1)
return False
|
python
|
def has_been(s, since, dt=None):
'''
A parser to check whether a (cron-like) string has been true during a certain time period.
Useful for applications which cannot check every minute or need to catch up during a restart.
@input:
s = cron-like string (minute, hour, day of month, month, day of week)
since = datetime to use as reference time for start of period
dt = datetime to use as reference time for end of period, defaults to now
@output: boolean of result
'''
if dt is None:
dt = datetime.now(tz=since.tzinfo)
if dt < since:
raise ValueError("The since datetime must be before the current datetime.")
while since <= dt:
if is_now(s, since):
return True
since += timedelta(minutes=1)
return False
|
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A parser to check whether a (cron-like) string has been true during a certain time period.
Useful for applications which cannot check every minute or need to catch up during a restart.
@input:
s = cron-like string (minute, hour, day of month, month, day of week)
since = datetime to use as reference time for start of period
dt = datetime to use as reference time for end of period, defaults to now
@output: boolean of result
|
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train
|
https://github.com/kipe/pycron/blob/25319f5ca175b9db6a5e966e1ab2f75bd57fd269/pycron/__init__.py#L112-L133
|
Avsecz/kopt
|
kopt/eval_metrics.py
|
auprc
|
def auprc(y_true, y_pred):
"""Area under the precision-recall curve
"""
y_true, y_pred = _mask_value_nan(y_true, y_pred)
return skm.average_precision_score(y_true, y_pred)
|
python
|
def auprc(y_true, y_pred):
"""Area under the precision-recall curve
"""
y_true, y_pred = _mask_value_nan(y_true, y_pred)
return skm.average_precision_score(y_true, y_pred)
|
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Area under the precision-recall curve
|
[
"Area",
"under",
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"precision",
"-",
"recall",
"curve"
] |
train
|
https://github.com/Avsecz/kopt/blob/fe4f929c8938590845306a759547daa5ba8bd7a9/kopt/eval_metrics.py#L49-L53
|
Avsecz/kopt
|
kopt/hyopt.py
|
KMongoTrials.best_trial_tid
|
def best_trial_tid(self, rank=0):
"""Get tid of the best trial
rank=0 means the best model
rank=1 means second best
...
"""
candidates = [t for t in self.trials
if t['result']['status'] == STATUS_OK]
if len(candidates) == 0:
return None
losses = [float(t['result']['loss']) for t in candidates]
assert not np.any(np.isnan(losses))
lid = np.where(np.argsort(losses).argsort() == rank)[0][0]
return candidates[lid]["tid"]
|
python
|
def best_trial_tid(self, rank=0):
"""Get tid of the best trial
rank=0 means the best model
rank=1 means second best
...
"""
candidates = [t for t in self.trials
if t['result']['status'] == STATUS_OK]
if len(candidates) == 0:
return None
losses = [float(t['result']['loss']) for t in candidates]
assert not np.any(np.isnan(losses))
lid = np.where(np.argsort(losses).argsort() == rank)[0][0]
return candidates[lid]["tid"]
|
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Get tid of the best trial
rank=0 means the best model
rank=1 means second best
...
|
[
"Get",
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] |
train
|
https://github.com/Avsecz/kopt/blob/fe4f929c8938590845306a759547daa5ba8bd7a9/kopt/hyopt.py#L129-L143
|
Avsecz/kopt
|
kopt/hyopt.py
|
KMongoTrials.count_by_state_unsynced
|
def count_by_state_unsynced(self, arg):
"""Extends the original object in order to inject checking
for stalled jobs and killing them if they are running for too long
"""
if self.kill_timeout is not None:
self.delete_running(self.kill_timeout)
return super(KMongoTrials, self).count_by_state_unsynced(arg)
|
python
|
def count_by_state_unsynced(self, arg):
"""Extends the original object in order to inject checking
for stalled jobs and killing them if they are running for too long
"""
if self.kill_timeout is not None:
self.delete_running(self.kill_timeout)
return super(KMongoTrials, self).count_by_state_unsynced(arg)
|
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train
|
https://github.com/Avsecz/kopt/blob/fe4f929c8938590845306a759547daa5ba8bd7a9/kopt/hyopt.py#L171-L177
|
Avsecz/kopt
|
kopt/hyopt.py
|
KMongoTrials.plot_history
|
def plot_history(self, tid, scores=["loss", "f1", "accuracy"],
figsize=(15, 3)):
"""Plot the loss curves"""
history = self.train_history(tid)
import matplotlib.pyplot as plt
fig = plt.figure(figsize=figsize)
for i, score in enumerate(scores):
plt.subplot(1, len(scores), i + 1)
plt.tight_layout()
plt.plot(history[score], label="train")
plt.plot(history['val_' + score], label="validation")
plt.title(score)
plt.ylabel(score)
plt.xlabel('epoch')
plt.legend(loc='best')
return fig
|
python
|
def plot_history(self, tid, scores=["loss", "f1", "accuracy"],
figsize=(15, 3)):
"""Plot the loss curves"""
history = self.train_history(tid)
import matplotlib.pyplot as plt
fig = plt.figure(figsize=figsize)
for i, score in enumerate(scores):
plt.subplot(1, len(scores), i + 1)
plt.tight_layout()
plt.plot(history[score], label="train")
plt.plot(history['val_' + score], label="validation")
plt.title(score)
plt.ylabel(score)
plt.xlabel('epoch')
plt.legend(loc='best')
return fig
|
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Plot the loss curves
|
[
"Plot",
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] |
train
|
https://github.com/Avsecz/kopt/blob/fe4f929c8938590845306a759547daa5ba8bd7a9/kopt/hyopt.py#L245-L261
|
Avsecz/kopt
|
kopt/hyopt.py
|
KMongoTrials.load_model
|
def load_model(self, tid, custom_objects=None):
"""Load saved keras model of the trial.
If tid = None, get the best model
Not applicable for trials ran in cross validion (i.e. not applicable
for `CompileFN.cv_n_folds is None`
"""
if tid is None:
tid = self.best_trial_tid()
model_path = self.get_trial(tid)["result"]["path"]["model"]
return load_model(model_path, custom_objects=custom_objects)
|
python
|
def load_model(self, tid, custom_objects=None):
"""Load saved keras model of the trial.
If tid = None, get the best model
Not applicable for trials ran in cross validion (i.e. not applicable
for `CompileFN.cv_n_folds is None`
"""
if tid is None:
tid = self.best_trial_tid()
model_path = self.get_trial(tid)["result"]["path"]["model"]
return load_model(model_path, custom_objects=custom_objects)
|
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Load saved keras model of the trial.
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Not applicable for trials ran in cross validion (i.e. not applicable
for `CompileFN.cv_n_folds is None`
|
[
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"."
] |
train
|
https://github.com/Avsecz/kopt/blob/fe4f929c8938590845306a759547daa5ba8bd7a9/kopt/hyopt.py#L263-L275
|
Avsecz/kopt
|
kopt/hyopt.py
|
KMongoTrials.n_ok
|
def n_ok(self):
"""Number of ok trials()
"""
if len(self.trials) == 0:
return 0
else:
return np.sum(np.array(self.statuses()) == "ok")
|
python
|
def n_ok(self):
"""Number of ok trials()
"""
if len(self.trials) == 0:
return 0
else:
return np.sum(np.array(self.statuses()) == "ok")
|
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Number of ok trials()
|
[
"Number",
"of",
"ok",
"trials",
"()"
] |
train
|
https://github.com/Avsecz/kopt/blob/fe4f929c8938590845306a759547daa5ba8bd7a9/kopt/hyopt.py#L277-L283
|
Avsecz/kopt
|
kopt/hyopt.py
|
KMongoTrials.get_ok_results
|
def get_ok_results(self, verbose=True):
"""Return a list of results with ok status
"""
if len(self.trials) == 0:
return []
not_ok = np.where(np.array(self.statuses()) != "ok")[0]
if len(not_ok) > 0 and verbose:
print("{0}/{1} trials were not ok.".format(len(not_ok), len(self.trials)))
print("Trials: " + str(not_ok))
print("Statuses: " + str(np.array(self.statuses())[not_ok]))
r = [merge_dicts({"tid": t["tid"]}, t["result"].to_dict())
for t in self.trials if t["result"]["status"] == "ok"]
return r
|
python
|
def get_ok_results(self, verbose=True):
"""Return a list of results with ok status
"""
if len(self.trials) == 0:
return []
not_ok = np.where(np.array(self.statuses()) != "ok")[0]
if len(not_ok) > 0 and verbose:
print("{0}/{1} trials were not ok.".format(len(not_ok), len(self.trials)))
print("Trials: " + str(not_ok))
print("Statuses: " + str(np.array(self.statuses())[not_ok]))
r = [merge_dicts({"tid": t["tid"]}, t["result"].to_dict())
for t in self.trials if t["result"]["status"] == "ok"]
return r
|
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train
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https://github.com/Avsecz/kopt/blob/fe4f929c8938590845306a759547daa5ba8bd7a9/kopt/hyopt.py#L285-L300
|
ga4gh/ga4gh-server
|
oidc-provider/simple_op/src/provider/server/server.py
|
VerifierMiddleware
|
def VerifierMiddleware(verifier):
"""Common wrapper for the authentication modules.
* Parses the request before passing it on to the authentication module.
* Sets 'pyoidc' cookie if authentication succeeds.
* Redirects the user to complete the authentication.
* Allows the user to retry authentication if it fails.
:param verifier: authentication module
"""
@wraps(verifier.verify)
def wrapper(environ, start_response):
data = get_post(environ)
kwargs = dict(urlparse.parse_qsl(data))
kwargs["state"] = json.loads(urllib.unquote(kwargs["state"]))
val, completed = verifier.verify(**kwargs)
if not completed:
return val(environ, start_response)
if val:
set_cookie, cookie_value = verifier.create_cookie(val, "auth")
cookie_value += "; path=/"
url = "{base_url}?{query_string}".format(
base_url="/authorization",
query_string=kwargs["state"]["query"])
response = SeeOther(url, headers=[(set_cookie, cookie_value)])
return response(environ, start_response)
else: # Unsuccessful authentication
url = "{base_url}?{query_string}".format(
base_url="/authorization",
query_string=kwargs["state"]["query"])
response = SeeOther(url)
return response(environ, start_response)
return wrapper
|
python
|
def VerifierMiddleware(verifier):
"""Common wrapper for the authentication modules.
* Parses the request before passing it on to the authentication module.
* Sets 'pyoidc' cookie if authentication succeeds.
* Redirects the user to complete the authentication.
* Allows the user to retry authentication if it fails.
:param verifier: authentication module
"""
@wraps(verifier.verify)
def wrapper(environ, start_response):
data = get_post(environ)
kwargs = dict(urlparse.parse_qsl(data))
kwargs["state"] = json.loads(urllib.unquote(kwargs["state"]))
val, completed = verifier.verify(**kwargs)
if not completed:
return val(environ, start_response)
if val:
set_cookie, cookie_value = verifier.create_cookie(val, "auth")
cookie_value += "; path=/"
url = "{base_url}?{query_string}".format(
base_url="/authorization",
query_string=kwargs["state"]["query"])
response = SeeOther(url, headers=[(set_cookie, cookie_value)])
return response(environ, start_response)
else: # Unsuccessful authentication
url = "{base_url}?{query_string}".format(
base_url="/authorization",
query_string=kwargs["state"]["query"])
response = SeeOther(url)
return response(environ, start_response)
return wrapper
|
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|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/oidc-provider/simple_op/src/provider/server/server.py#L34-L67
|
ga4gh/ga4gh-server
|
oidc-provider/simple_op/src/provider/server/server.py
|
pyoidcMiddleware
|
def pyoidcMiddleware(func):
"""Common wrapper for the underlying pyoidc library functions.
Reads GET params and POST data before passing it on the library and
converts the response from oic.utils.http_util to wsgi.
:param func: underlying library function
"""
def wrapper(environ, start_response):
data = get_or_post(environ)
cookies = environ.get("HTTP_COOKIE", "")
resp = func(request=data, cookie=cookies)
return resp(environ, start_response)
return wrapper
|
python
|
def pyoidcMiddleware(func):
"""Common wrapper for the underlying pyoidc library functions.
Reads GET params and POST data before passing it on the library and
converts the response from oic.utils.http_util to wsgi.
:param func: underlying library function
"""
def wrapper(environ, start_response):
data = get_or_post(environ)
cookies = environ.get("HTTP_COOKIE", "")
resp = func(request=data, cookie=cookies)
return resp(environ, start_response)
return wrapper
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/oidc-provider/simple_op/src/provider/server/server.py#L70-L83
|
ga4gh/ga4gh-server
|
oidc-provider/simple_op/src/provider/server/server.py
|
resp2flask
|
def resp2flask(resp):
"""Convert an oic.utils.http_util instance to Flask."""
if isinstance(resp, Redirect) or isinstance(resp, SeeOther):
code = int(resp.status.split()[0])
raise cherrypy.HTTPRedirect(resp.message, code)
return resp.message, resp.status, resp.headers
|
python
|
def resp2flask(resp):
"""Convert an oic.utils.http_util instance to Flask."""
if isinstance(resp, Redirect) or isinstance(resp, SeeOther):
code = int(resp.status.split()[0])
raise cherrypy.HTTPRedirect(resp.message, code)
return resp.message, resp.status, resp.headers
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/oidc-provider/simple_op/src/provider/server/server.py#L86-L91
|
ga4gh/ga4gh-server
|
oidc-provider/simple_op/src/provider/server/server.py
|
setup_authentication_methods
|
def setup_authentication_methods(authn_config, template_env):
"""Add all authentication methods specified in the configuration."""
routing = {}
ac = AuthnBroker()
for authn_method in authn_config:
cls = make_cls_from_name(authn_method["class"])
instance = cls(template_env=template_env, **authn_method["kwargs"])
ac.add(authn_method["acr"], instance)
routing[instance.url_endpoint] = VerifierMiddleware(instance)
return ac, routing
|
python
|
def setup_authentication_methods(authn_config, template_env):
"""Add all authentication methods specified in the configuration."""
routing = {}
ac = AuthnBroker()
for authn_method in authn_config:
cls = make_cls_from_name(authn_method["class"])
instance = cls(template_env=template_env, **authn_method["kwargs"])
ac.add(authn_method["acr"], instance)
routing[instance.url_endpoint] = VerifierMiddleware(instance)
return ac, routing
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/oidc-provider/simple_op/src/provider/server/server.py#L94-L104
|
ga4gh/ga4gh-server
|
oidc-provider/simple_op/src/provider/server/server.py
|
setup_endpoints
|
def setup_endpoints(provider):
"""Setup the OpenID Connect Provider endpoints."""
app_routing = {}
endpoints = [
AuthorizationEndpoint(
pyoidcMiddleware(provider.authorization_endpoint)),
TokenEndpoint(
pyoidcMiddleware(provider.token_endpoint)),
UserinfoEndpoint(
pyoidcMiddleware(provider.userinfo_endpoint)),
RegistrationEndpoint(
pyoidcMiddleware(provider.registration_endpoint)),
EndSessionEndpoint(
pyoidcMiddleware(provider.endsession_endpoint))
]
for ep in endpoints:
app_routing["/{}".format(ep.etype)] = ep
return app_routing
|
python
|
def setup_endpoints(provider):
"""Setup the OpenID Connect Provider endpoints."""
app_routing = {}
endpoints = [
AuthorizationEndpoint(
pyoidcMiddleware(provider.authorization_endpoint)),
TokenEndpoint(
pyoidcMiddleware(provider.token_endpoint)),
UserinfoEndpoint(
pyoidcMiddleware(provider.userinfo_endpoint)),
RegistrationEndpoint(
pyoidcMiddleware(provider.registration_endpoint)),
EndSessionEndpoint(
pyoidcMiddleware(provider.endsession_endpoint))
]
for ep in endpoints:
app_routing["/{}".format(ep.etype)] = ep
return app_routing
|
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[
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/oidc-provider/simple_op/src/provider/server/server.py#L107-L126
|
ga4gh/ga4gh-server
|
oidc-provider/simple_op/src/provider/server/server.py
|
_webfinger
|
def _webfinger(provider, request, **kwargs):
"""Handle webfinger requests."""
params = urlparse.parse_qs(request)
if params["rel"][0] == OIC_ISSUER:
wf = WebFinger()
return Response(wf.response(params["resource"][0], provider.baseurl),
headers=[("Content-Type", "application/jrd+json")])
else:
return BadRequest("Incorrect webfinger.")
|
python
|
def _webfinger(provider, request, **kwargs):
"""Handle webfinger requests."""
params = urlparse.parse_qs(request)
if params["rel"][0] == OIC_ISSUER:
wf = WebFinger()
return Response(wf.response(params["resource"][0], provider.baseurl),
headers=[("Content-Type", "application/jrd+json")])
else:
return BadRequest("Incorrect webfinger.")
|
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[
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/oidc-provider/simple_op/src/provider/server/server.py#L129-L137
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
Gff3DbBackend.featuresQuery
|
def featuresQuery(self, **kwargs):
"""
Converts a dictionary of keyword arguments into a tuple
of SQL select statements and the list of SQL arguments
"""
# TODO: Optimize by refactoring out string concatenation
sql = ""
sql_rows = "SELECT * FROM FEATURE WHERE id > 1 "
sql_args = ()
if 'name' in kwargs and kwargs['name']:
sql += "AND name = ? "
sql_args += (kwargs.get('name'),)
if 'geneSymbol' in kwargs and kwargs['geneSymbol']:
sql += "AND gene_name = ? "
sql_args += (kwargs.get('geneSymbol'),)
if 'start' in kwargs and kwargs['start'] is not None:
sql += "AND end > ? "
sql_args += (kwargs.get('start'),)
if 'end' in kwargs and kwargs['end'] is not None:
sql += "AND start < ? "
sql_args += (kwargs.get('end'),)
if 'referenceName' in kwargs and kwargs['referenceName']:
sql += "AND reference_name = ?"
sql_args += (kwargs.get('referenceName'),)
if 'parentId' in kwargs and kwargs['parentId']:
sql += "AND parent_id = ? "
sql_args += (kwargs['parentId'],)
if kwargs.get('featureTypes') is not None \
and len(kwargs['featureTypes']) > 0:
sql += "AND type IN ("
sql += ", ".join(["?", ] * len(kwargs.get('featureTypes')))
sql += ") "
sql_args += tuple(kwargs.get('featureTypes'))
sql_rows += sql
sql_rows += " ORDER BY reference_name, start, end ASC "
return sql_rows, sql_args
|
python
|
def featuresQuery(self, **kwargs):
"""
Converts a dictionary of keyword arguments into a tuple
of SQL select statements and the list of SQL arguments
"""
# TODO: Optimize by refactoring out string concatenation
sql = ""
sql_rows = "SELECT * FROM FEATURE WHERE id > 1 "
sql_args = ()
if 'name' in kwargs and kwargs['name']:
sql += "AND name = ? "
sql_args += (kwargs.get('name'),)
if 'geneSymbol' in kwargs and kwargs['geneSymbol']:
sql += "AND gene_name = ? "
sql_args += (kwargs.get('geneSymbol'),)
if 'start' in kwargs and kwargs['start'] is not None:
sql += "AND end > ? "
sql_args += (kwargs.get('start'),)
if 'end' in kwargs and kwargs['end'] is not None:
sql += "AND start < ? "
sql_args += (kwargs.get('end'),)
if 'referenceName' in kwargs and kwargs['referenceName']:
sql += "AND reference_name = ?"
sql_args += (kwargs.get('referenceName'),)
if 'parentId' in kwargs and kwargs['parentId']:
sql += "AND parent_id = ? "
sql_args += (kwargs['parentId'],)
if kwargs.get('featureTypes') is not None \
and len(kwargs['featureTypes']) > 0:
sql += "AND type IN ("
sql += ", ".join(["?", ] * len(kwargs.get('featureTypes')))
sql += ") "
sql_args += tuple(kwargs.get('featureTypes'))
sql_rows += sql
sql_rows += " ORDER BY reference_name, start, end ASC "
return sql_rows, sql_args
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L79-L114
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
Gff3DbBackend.searchFeaturesInDb
|
def searchFeaturesInDb(
self, startIndex=0, maxResults=None,
referenceName=None, start=None, end=None,
parentId=None, featureTypes=None,
name=None, geneSymbol=None):
"""
Perform a full features query in database.
:param startIndex: int representing first record to return
:param maxResults: int representing number of records to return
:param referenceName: string representing reference name, ex 'chr1'
:param start: int position on reference to start search
:param end: int position on reference to end search >= start
:param parentId: string restrict search by id of parent node.
:param name: match features by name
:param geneSymbol: match features by gene symbol
:return an array of dictionaries, representing the returned data.
"""
# TODO: Refactor out common bits of this and the above count query.
sql, sql_args = self.featuresQuery(
startIndex=startIndex, maxResults=maxResults,
referenceName=referenceName, start=start, end=end,
parentId=parentId, featureTypes=featureTypes,
name=name, geneSymbol=geneSymbol)
sql += sqlite_backend.limitsSql(startIndex, maxResults)
query = self._dbconn.execute(sql, sql_args)
return sqlite_backend.sqliteRowsToDicts(query.fetchall())
|
python
|
def searchFeaturesInDb(
self, startIndex=0, maxResults=None,
referenceName=None, start=None, end=None,
parentId=None, featureTypes=None,
name=None, geneSymbol=None):
"""
Perform a full features query in database.
:param startIndex: int representing first record to return
:param maxResults: int representing number of records to return
:param referenceName: string representing reference name, ex 'chr1'
:param start: int position on reference to start search
:param end: int position on reference to end search >= start
:param parentId: string restrict search by id of parent node.
:param name: match features by name
:param geneSymbol: match features by gene symbol
:return an array of dictionaries, representing the returned data.
"""
# TODO: Refactor out common bits of this and the above count query.
sql, sql_args = self.featuresQuery(
startIndex=startIndex, maxResults=maxResults,
referenceName=referenceName, start=start, end=end,
parentId=parentId, featureTypes=featureTypes,
name=name, geneSymbol=geneSymbol)
sql += sqlite_backend.limitsSql(startIndex, maxResults)
query = self._dbconn.execute(sql, sql_args)
return sqlite_backend.sqliteRowsToDicts(query.fetchall())
|
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:param start: int position on reference to start search
:param end: int position on reference to end search >= start
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|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L116-L142
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
Gff3DbBackend.getFeatureById
|
def getFeatureById(self, featureId):
"""
Fetch feature by featureID.
:param featureId: the FeatureID as found in GFF3 records
:return: dictionary representing a feature object,
or None if no match is found.
"""
sql = "SELECT * FROM FEATURE WHERE id = ?"
query = self._dbconn.execute(sql, (featureId,))
ret = query.fetchone()
if ret is None:
return None
return sqlite_backend.sqliteRowToDict(ret)
|
python
|
def getFeatureById(self, featureId):
"""
Fetch feature by featureID.
:param featureId: the FeatureID as found in GFF3 records
:return: dictionary representing a feature object,
or None if no match is found.
"""
sql = "SELECT * FROM FEATURE WHERE id = ?"
query = self._dbconn.execute(sql, (featureId,))
ret = query.fetchone()
if ret is None:
return None
return sqlite_backend.sqliteRowToDict(ret)
|
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|
[
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L144-L157
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
AbstractFeatureSet.toProtocolElement
|
def toProtocolElement(self):
"""
Returns the representation of this FeatureSet as the corresponding
ProtocolElement.
"""
gaFeatureSet = protocol.FeatureSet()
gaFeatureSet.id = self.getId()
gaFeatureSet.dataset_id = self.getParentContainer().getId()
gaFeatureSet.reference_set_id = pb.string(self._referenceSet.getId())
gaFeatureSet.name = self._name
gaFeatureSet.source_uri = self._sourceUri
attributes = self.getAttributes()
for key in attributes:
gaFeatureSet.attributes.attr[key] \
.values.extend(protocol.encodeValue(attributes[key]))
return gaFeatureSet
|
python
|
def toProtocolElement(self):
"""
Returns the representation of this FeatureSet as the corresponding
ProtocolElement.
"""
gaFeatureSet = protocol.FeatureSet()
gaFeatureSet.id = self.getId()
gaFeatureSet.dataset_id = self.getParentContainer().getId()
gaFeatureSet.reference_set_id = pb.string(self._referenceSet.getId())
gaFeatureSet.name = self._name
gaFeatureSet.source_uri = self._sourceUri
attributes = self.getAttributes()
for key in attributes:
gaFeatureSet.attributes.attr[key] \
.values.extend(protocol.encodeValue(attributes[key]))
return gaFeatureSet
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L185-L200
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
AbstractFeatureSet.getCompoundIdForFeatureId
|
def getCompoundIdForFeatureId(self, featureId):
"""
Returns server-style compound ID for an internal featureId.
:param long featureId: id of feature in database
:return: string representing ID for the specified GA4GH protocol
Feature object in this FeatureSet.
"""
if featureId is not None and featureId != "":
compoundId = datamodel.FeatureCompoundId(
self.getCompoundId(), str(featureId))
else:
compoundId = ""
return str(compoundId)
|
python
|
def getCompoundIdForFeatureId(self, featureId):
"""
Returns server-style compound ID for an internal featureId.
:param long featureId: id of feature in database
:return: string representing ID for the specified GA4GH protocol
Feature object in this FeatureSet.
"""
if featureId is not None and featureId != "":
compoundId = datamodel.FeatureCompoundId(
self.getCompoundId(), str(featureId))
else:
compoundId = ""
return str(compoundId)
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L202-L215
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
SimulatedFeatureSet.getFeature
|
def getFeature(self, compoundId):
"""
Fetches a simulated feature by ID.
:param compoundId: any non-null string
:return: A simulated feature with id set to the same value as the
passed-in compoundId.
":raises: exceptions.ObjectWithIdNotFoundException if None is passed
in for the compoundId.
"""
if compoundId is None:
raise exceptions.ObjectWithIdNotFoundException(compoundId)
randomNumberGenerator = random.Random()
randomNumberGenerator.seed(self._randomSeed)
feature = self._generateSimulatedFeature(randomNumberGenerator)
feature.id = str(compoundId)
feature.parent_id = "" # TODO: Test with nonempty parentIDs?
return feature
|
python
|
def getFeature(self, compoundId):
"""
Fetches a simulated feature by ID.
:param compoundId: any non-null string
:return: A simulated feature with id set to the same value as the
passed-in compoundId.
":raises: exceptions.ObjectWithIdNotFoundException if None is passed
in for the compoundId.
"""
if compoundId is None:
raise exceptions.ObjectWithIdNotFoundException(compoundId)
randomNumberGenerator = random.Random()
randomNumberGenerator.seed(self._randomSeed)
feature = self._generateSimulatedFeature(randomNumberGenerator)
feature.id = str(compoundId)
feature.parent_id = "" # TODO: Test with nonempty parentIDs?
return feature
|
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Fetches a simulated feature by ID.
:param compoundId: any non-null string
:return: A simulated feature with id set to the same value as the
passed-in compoundId.
":raises: exceptions.ObjectWithIdNotFoundException if None is passed
in for the compoundId.
|
[
"Fetches",
"a",
"simulated",
"feature",
"by",
"ID",
"."
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L254-L271
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
SimulatedFeatureSet.getFeatures
|
def getFeatures(self, referenceName=None, start=None, end=None,
startIndex=None, maxResults=None,
featureTypes=None, parentId=None,
name=None, geneSymbol=None, numFeatures=10):
"""
Returns a set number of simulated features.
:param referenceName: name of reference to "search" on
:param start: start coordinate of query
:param end: end coordinate of query
:param startIndex: None or int
:param maxResults: None or int
:param featureTypes: optional list of ontology terms to limit query
:param parentId: optional parentId to limit query.
:param name: the name of the feature
:param geneSymbol: the symbol for the gene the features are on
:param numFeatures: number of features to generate in the return.
10 is a reasonable (if arbitrary) default.
:return: Yields feature list
"""
randomNumberGenerator = random.Random()
randomNumberGenerator.seed(self._randomSeed)
for featureId in range(numFeatures):
gaFeature = self._generateSimulatedFeature(randomNumberGenerator)
gaFeature.id = self.getCompoundIdForFeatureId(featureId)
match = (
gaFeature.start < end and
gaFeature.end > start and
gaFeature.reference_name == referenceName and (
featureTypes is None or len(featureTypes) == 0 or
gaFeature.feature_type in featureTypes))
if match:
gaFeature.parent_id = "" # TODO: Test nonempty parentIDs?
yield gaFeature
|
python
|
def getFeatures(self, referenceName=None, start=None, end=None,
startIndex=None, maxResults=None,
featureTypes=None, parentId=None,
name=None, geneSymbol=None, numFeatures=10):
"""
Returns a set number of simulated features.
:param referenceName: name of reference to "search" on
:param start: start coordinate of query
:param end: end coordinate of query
:param startIndex: None or int
:param maxResults: None or int
:param featureTypes: optional list of ontology terms to limit query
:param parentId: optional parentId to limit query.
:param name: the name of the feature
:param geneSymbol: the symbol for the gene the features are on
:param numFeatures: number of features to generate in the return.
10 is a reasonable (if arbitrary) default.
:return: Yields feature list
"""
randomNumberGenerator = random.Random()
randomNumberGenerator.seed(self._randomSeed)
for featureId in range(numFeatures):
gaFeature = self._generateSimulatedFeature(randomNumberGenerator)
gaFeature.id = self.getCompoundIdForFeatureId(featureId)
match = (
gaFeature.start < end and
gaFeature.end > start and
gaFeature.reference_name == referenceName and (
featureTypes is None or len(featureTypes) == 0 or
gaFeature.feature_type in featureTypes))
if match:
gaFeature.parent_id = "" # TODO: Test nonempty parentIDs?
yield gaFeature
|
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:param referenceName: name of reference to "search" on
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:param end: end coordinate of query
:param startIndex: None or int
:param maxResults: None or int
:param featureTypes: optional list of ontology terms to limit query
:param parentId: optional parentId to limit query.
:param name: the name of the feature
:param geneSymbol: the symbol for the gene the features are on
:param numFeatures: number of features to generate in the return.
10 is a reasonable (if arbitrary) default.
:return: Yields feature list
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L273-L306
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
Gff3DbFeatureSet.populateFromFile
|
def populateFromFile(self, dataUrl):
"""
Populates the instance variables of this FeatureSet from the specified
data URL.
"""
self._dbFilePath = dataUrl
self._db = Gff3DbBackend(self._dbFilePath)
|
python
|
def populateFromFile(self, dataUrl):
"""
Populates the instance variables of this FeatureSet from the specified
data URL.
"""
self._dbFilePath = dataUrl
self._db = Gff3DbBackend(self._dbFilePath)
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L334-L340
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
Gff3DbFeatureSet.populateFromRow
|
def populateFromRow(self, featureSetRecord):
"""
Populates the instance variables of this FeatureSet from the specified
DB row.
"""
self._dbFilePath = featureSetRecord.dataurl
self.setAttributesJson(featureSetRecord.attributes)
self._db = Gff3DbBackend(self._dbFilePath)
|
python
|
def populateFromRow(self, featureSetRecord):
"""
Populates the instance variables of this FeatureSet from the specified
DB row.
"""
self._dbFilePath = featureSetRecord.dataurl
self.setAttributesJson(featureSetRecord.attributes)
self._db = Gff3DbBackend(self._dbFilePath)
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train
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|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
Gff3DbFeatureSet.getFeature
|
def getFeature(self, compoundId):
"""
Returns a protocol.Feature object corresponding to a compoundId
:param compoundId: a datamodel.FeatureCompoundId object
:return: a Feature object.
:raises: exceptions.ObjectWithIdNotFoundException if invalid
compoundId is provided.
"""
featureId = long(compoundId.featureId)
with self._db as dataSource:
featureReturned = dataSource.getFeatureById(featureId)
if featureReturned is None:
raise exceptions.ObjectWithIdNotFoundException(compoundId)
else:
gaFeature = self._gaFeatureForFeatureDbRecord(featureReturned)
return gaFeature
|
python
|
def getFeature(self, compoundId):
"""
Returns a protocol.Feature object corresponding to a compoundId
:param compoundId: a datamodel.FeatureCompoundId object
:return: a Feature object.
:raises: exceptions.ObjectWithIdNotFoundException if invalid
compoundId is provided.
"""
featureId = long(compoundId.featureId)
with self._db as dataSource:
featureReturned = dataSource.getFeatureById(featureId)
if featureReturned is None:
raise exceptions.ObjectWithIdNotFoundException(compoundId)
else:
gaFeature = self._gaFeatureForFeatureDbRecord(featureReturned)
return gaFeature
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L357-L373
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
Gff3DbFeatureSet._gaFeatureForFeatureDbRecord
|
def _gaFeatureForFeatureDbRecord(self, feature):
"""
:param feature: The DB Row representing a feature
:return: the corresponding GA4GH protocol.Feature object
"""
gaFeature = protocol.Feature()
gaFeature.id = self.getCompoundIdForFeatureId(feature['id'])
if feature.get('parent_id'):
gaFeature.parent_id = self.getCompoundIdForFeatureId(
feature['parent_id'])
else:
gaFeature.parent_id = ""
gaFeature.feature_set_id = self.getId()
gaFeature.reference_name = pb.string(feature.get('reference_name'))
gaFeature.start = pb.int(feature.get('start'))
gaFeature.end = pb.int(feature.get('end'))
gaFeature.name = pb.string(feature.get('name'))
if feature.get('strand', '') == '-':
gaFeature.strand = protocol.NEG_STRAND
else:
# default to positive strand
gaFeature.strand = protocol.POS_STRAND
gaFeature.child_ids.extend(map(
self.getCompoundIdForFeatureId,
json.loads(feature['child_ids'])))
gaFeature.feature_type.CopyFrom(
self._ontology.getGaTermByName(feature['type']))
attributes = json.loads(feature['attributes'])
# TODO: Identify which values are ExternalIdentifiers and OntologyTerms
for key in attributes:
for v in attributes[key]:
gaFeature.attributes.attr[key].values.add().string_value = v
if 'gene_name' in attributes and len(attributes['gene_name']) > 0:
gaFeature.gene_symbol = pb.string(attributes['gene_name'][0])
return gaFeature
|
python
|
def _gaFeatureForFeatureDbRecord(self, feature):
"""
:param feature: The DB Row representing a feature
:return: the corresponding GA4GH protocol.Feature object
"""
gaFeature = protocol.Feature()
gaFeature.id = self.getCompoundIdForFeatureId(feature['id'])
if feature.get('parent_id'):
gaFeature.parent_id = self.getCompoundIdForFeatureId(
feature['parent_id'])
else:
gaFeature.parent_id = ""
gaFeature.feature_set_id = self.getId()
gaFeature.reference_name = pb.string(feature.get('reference_name'))
gaFeature.start = pb.int(feature.get('start'))
gaFeature.end = pb.int(feature.get('end'))
gaFeature.name = pb.string(feature.get('name'))
if feature.get('strand', '') == '-':
gaFeature.strand = protocol.NEG_STRAND
else:
# default to positive strand
gaFeature.strand = protocol.POS_STRAND
gaFeature.child_ids.extend(map(
self.getCompoundIdForFeatureId,
json.loads(feature['child_ids'])))
gaFeature.feature_type.CopyFrom(
self._ontology.getGaTermByName(feature['type']))
attributes = json.loads(feature['attributes'])
# TODO: Identify which values are ExternalIdentifiers and OntologyTerms
for key in attributes:
for v in attributes[key]:
gaFeature.attributes.attr[key].values.add().string_value = v
if 'gene_name' in attributes and len(attributes['gene_name']) > 0:
gaFeature.gene_symbol = pb.string(attributes['gene_name'][0])
return gaFeature
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L375-L409
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/sequence_annotations.py
|
Gff3DbFeatureSet.getFeatures
|
def getFeatures(self, referenceName=None, start=None, end=None,
startIndex=None, maxResults=None,
featureTypes=None, parentId=None,
name=None, geneSymbol=None):
"""
method passed to runSearchRequest to fulfill the request
:param str referenceName: name of reference (ex: "chr1")
:param start: castable to int, start position on reference
:param end: castable to int, end position on reference
:param startIndex: none or castable to int
:param maxResults: none or castable to int
:param featureTypes: array of str
:param parentId: none or featureID of parent
:param name: the name of the feature
:param geneSymbol: the symbol for the gene the features are on
:return: yields a protocol.Feature at a time
"""
with self._db as dataSource:
features = dataSource.searchFeaturesInDb(
startIndex, maxResults,
referenceName=referenceName,
start=start, end=end,
parentId=parentId, featureTypes=featureTypes,
name=name, geneSymbol=geneSymbol)
for feature in features:
gaFeature = self._gaFeatureForFeatureDbRecord(feature)
yield gaFeature
|
python
|
def getFeatures(self, referenceName=None, start=None, end=None,
startIndex=None, maxResults=None,
featureTypes=None, parentId=None,
name=None, geneSymbol=None):
"""
method passed to runSearchRequest to fulfill the request
:param str referenceName: name of reference (ex: "chr1")
:param start: castable to int, start position on reference
:param end: castable to int, end position on reference
:param startIndex: none or castable to int
:param maxResults: none or castable to int
:param featureTypes: array of str
:param parentId: none or featureID of parent
:param name: the name of the feature
:param geneSymbol: the symbol for the gene the features are on
:return: yields a protocol.Feature at a time
"""
with self._db as dataSource:
features = dataSource.searchFeaturesInDb(
startIndex, maxResults,
referenceName=referenceName,
start=start, end=end,
parentId=parentId, featureTypes=featureTypes,
name=name, geneSymbol=geneSymbol)
for feature in features:
gaFeature = self._gaFeatureForFeatureDbRecord(feature)
yield gaFeature
|
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:param startIndex: none or castable to int
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/sequence_annotations.py#L411-L437
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
AbstractRnaQuantificationSet.addRnaQuantification
|
def addRnaQuantification(self, rnaQuantification):
"""
Add an rnaQuantification to this rnaQuantificationSet
"""
id_ = rnaQuantification.getId()
self._rnaQuantificationIdMap[id_] = rnaQuantification
self._rnaQuantificationIds.append(id_)
|
python
|
def addRnaQuantification(self, rnaQuantification):
"""
Add an rnaQuantification to this rnaQuantificationSet
"""
id_ = rnaQuantification.getId()
self._rnaQuantificationIdMap[id_] = rnaQuantification
self._rnaQuantificationIds.append(id_)
|
[
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Add an rnaQuantification to this rnaQuantificationSet
|
[
"Add",
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] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L130-L136
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
AbstractRnaQuantificationSet.toProtocolElement
|
def toProtocolElement(self):
"""
Converts this rnaQuant into its GA4GH protocol equivalent.
"""
protocolElement = protocol.RnaQuantificationSet()
protocolElement.id = self.getId()
protocolElement.dataset_id = self._parentContainer.getId()
protocolElement.name = self._name
self.serializeAttributes(protocolElement)
return protocolElement
|
python
|
def toProtocolElement(self):
"""
Converts this rnaQuant into its GA4GH protocol equivalent.
"""
protocolElement = protocol.RnaQuantificationSet()
protocolElement.id = self.getId()
protocolElement.dataset_id = self._parentContainer.getId()
protocolElement.name = self._name
self.serializeAttributes(protocolElement)
return protocolElement
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L138-L147
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaQuantificationSet.populateFromFile
|
def populateFromFile(self, dataUrl):
"""
Populates the instance variables of this RnaQuantificationSet from the
specified data URL.
"""
self._dbFilePath = dataUrl
self._db = SqliteRnaBackend(self._dbFilePath)
self.addRnaQuants()
|
python
|
def populateFromFile(self, dataUrl):
"""
Populates the instance variables of this RnaQuantificationSet from the
specified data URL.
"""
self._dbFilePath = dataUrl
self._db = SqliteRnaBackend(self._dbFilePath)
self.addRnaQuants()
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L167-L174
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaQuantificationSet.populateFromRow
|
def populateFromRow(self, quantificationSetRecord):
"""
Populates the instance variables of this RnaQuantificationSet from the
specified DB row.
"""
self._dbFilePath = quantificationSetRecord.dataurl
self.setAttributesJson(quantificationSetRecord.attributes)
self._db = SqliteRnaBackend(self._dbFilePath)
self.addRnaQuants()
|
python
|
def populateFromRow(self, quantificationSetRecord):
"""
Populates the instance variables of this RnaQuantificationSet from the
specified DB row.
"""
self._dbFilePath = quantificationSetRecord.dataurl
self.setAttributesJson(quantificationSetRecord.attributes)
self._db = SqliteRnaBackend(self._dbFilePath)
self.addRnaQuants()
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train
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|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
AbstractRnaQuantification.toProtocolElement
|
def toProtocolElement(self):
"""
Converts this rnaQuant into its GA4GH protocol equivalent.
"""
protocolElement = protocol.RnaQuantification()
protocolElement.id = self.getId()
protocolElement.name = self._name
protocolElement.description = self._description
protocolElement.read_group_ids.extend(self._readGroupIds)
protocolElement.programs.extend(self._programs)
protocolElement.biosample_id = self._biosampleId
protocolElement.feature_set_ids.extend(self._featureSetIds)
protocolElement.rna_quantification_set_id = \
self._parentContainer.getId()
self.serializeAttributes(protocolElement)
return protocolElement
|
python
|
def toProtocolElement(self):
"""
Converts this rnaQuant into its GA4GH protocol equivalent.
"""
protocolElement = protocol.RnaQuantification()
protocolElement.id = self.getId()
protocolElement.name = self._name
protocolElement.description = self._description
protocolElement.read_group_ids.extend(self._readGroupIds)
protocolElement.programs.extend(self._programs)
protocolElement.biosample_id = self._biosampleId
protocolElement.feature_set_ids.extend(self._featureSetIds)
protocolElement.rna_quantification_set_id = \
self._parentContainer.getId()
self.serializeAttributes(protocolElement)
return protocolElement
|
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L213-L228
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
AbstractRnaQuantification.addRnaQuantMetadata
|
def addRnaQuantMetadata(self, fields):
"""
data elements are:
Id, annotations, description, name, readGroupId
where annotations is a comma separated list
"""
self._featureSetIds = fields["feature_set_ids"].split(',')
self._description = fields["description"]
self._name = fields["name"]
self._biosampleId = fields.get("biosample_id", "")
if fields["read_group_ids"] == "":
self._readGroupIds = []
else:
self._readGroupIds = fields["read_group_ids"].split(',')
if fields["programs"] == "":
self._programs = []
else:
# Need to use program Id's here to generate a list of Programs
# for now set to empty
self._programs = []
|
python
|
def addRnaQuantMetadata(self, fields):
"""
data elements are:
Id, annotations, description, name, readGroupId
where annotations is a comma separated list
"""
self._featureSetIds = fields["feature_set_ids"].split(',')
self._description = fields["description"]
self._name = fields["name"]
self._biosampleId = fields.get("biosample_id", "")
if fields["read_group_ids"] == "":
self._readGroupIds = []
else:
self._readGroupIds = fields["read_group_ids"].split(',')
if fields["programs"] == "":
self._programs = []
else:
# Need to use program Id's here to generate a list of Programs
# for now set to empty
self._programs = []
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L230-L249
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaQuantification.getRnaQuantMetadata
|
def getRnaQuantMetadata(self):
"""
input is tab file with no header. Columns are:
Id, annotations, description, name, readGroupId
where annotation is a comma separated list
"""
rnaQuantId = self.getLocalId()
with self._db as dataSource:
rnaQuantReturned = dataSource.getRnaQuantificationById(
rnaQuantId)
self.addRnaQuantMetadata(rnaQuantReturned)
|
python
|
def getRnaQuantMetadata(self):
"""
input is tab file with no header. Columns are:
Id, annotations, description, name, readGroupId
where annotation is a comma separated list
"""
rnaQuantId = self.getLocalId()
with self._db as dataSource:
rnaQuantReturned = dataSource.getRnaQuantificationById(
rnaQuantId)
self.addRnaQuantMetadata(rnaQuantReturned)
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L283-L293
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaQuantification.populateFromFile
|
def populateFromFile(self, dataUrl):
"""
Populates the instance variables of this FeatureSet from the specified
data URL.
"""
self._dbFilePath = dataUrl
self._db = SqliteRnaBackend(self._dbFilePath)
self.getRnaQuantMetadata()
|
python
|
def populateFromFile(self, dataUrl):
"""
Populates the instance variables of this FeatureSet from the specified
data URL.
"""
self._dbFilePath = dataUrl
self._db = SqliteRnaBackend(self._dbFilePath)
self.getRnaQuantMetadata()
|
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L295-L302
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaQuantification.populateFromRow
|
def populateFromRow(self, row):
"""
Populates the instance variables of this FeatureSet from the specified
DB row.
"""
self._dbFilePath = row[b'dataUrl']
self._db = SqliteRnaBackend(self._dbFilePath)
self.getRnaQuantMetadata()
|
python
|
def populateFromRow(self, row):
"""
Populates the instance variables of this FeatureSet from the specified
DB row.
"""
self._dbFilePath = row[b'dataUrl']
self._db = SqliteRnaBackend(self._dbFilePath)
self.getRnaQuantMetadata()
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L304-L311
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaQuantification.getExpressionLevels
|
def getExpressionLevels(
self, threshold=0.0, names=[], startIndex=0, maxResults=0):
"""
Returns the list of ExpressionLevels in this RNA Quantification.
"""
rnaQuantificationId = self.getLocalId()
with self._db as dataSource:
expressionsReturned = dataSource.searchExpressionLevelsInDb(
rnaQuantificationId,
names=names,
threshold=threshold,
startIndex=startIndex,
maxResults=maxResults)
expressionLevels = [
SqliteExpressionLevel(self, expressionEntry) for
expressionEntry in expressionsReturned]
return expressionLevels
|
python
|
def getExpressionLevels(
self, threshold=0.0, names=[], startIndex=0, maxResults=0):
"""
Returns the list of ExpressionLevels in this RNA Quantification.
"""
rnaQuantificationId = self.getLocalId()
with self._db as dataSource:
expressionsReturned = dataSource.searchExpressionLevelsInDb(
rnaQuantificationId,
names=names,
threshold=threshold,
startIndex=startIndex,
maxResults=maxResults)
expressionLevels = [
SqliteExpressionLevel(self, expressionEntry) for
expressionEntry in expressionsReturned]
return expressionLevels
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L319-L335
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaBackend.searchRnaQuantificationsInDb
|
def searchRnaQuantificationsInDb(
self, rnaQuantificationId=""):
"""
:param rnaQuantificationId: string restrict search by id
:return an array of dictionaries, representing the returned data.
"""
sql = ("SELECT * FROM RnaQuantification")
sql_args = ()
if len(rnaQuantificationId) > 0:
sql += " WHERE id = ? "
sql_args += (rnaQuantificationId,)
query = self._dbconn.execute(sql, sql_args)
try:
return sqlite_backend.iterativeFetch(query)
except AttributeError:
raise exceptions.RnaQuantificationNotFoundException(
rnaQuantificationId)
|
python
|
def searchRnaQuantificationsInDb(
self, rnaQuantificationId=""):
"""
:param rnaQuantificationId: string restrict search by id
:return an array of dictionaries, representing the returned data.
"""
sql = ("SELECT * FROM RnaQuantification")
sql_args = ()
if len(rnaQuantificationId) > 0:
sql += " WHERE id = ? "
sql_args += (rnaQuantificationId,)
query = self._dbconn.execute(sql, sql_args)
try:
return sqlite_backend.iterativeFetch(query)
except AttributeError:
raise exceptions.RnaQuantificationNotFoundException(
rnaQuantificationId)
|
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L353-L369
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaBackend.getRnaQuantificationById
|
def getRnaQuantificationById(self, rnaQuantificationId):
"""
:param rnaQuantificationId: the RNA Quantification ID
:return: dictionary representing an RnaQuantification object,
or None if no match is found.
"""
sql = ("SELECT * FROM RnaQuantification WHERE id = ?")
query = self._dbconn.execute(sql, (rnaQuantificationId,))
try:
return sqlite_backend.fetchOne(query)
except AttributeError:
raise exceptions.RnaQuantificationNotFoundException(
rnaQuantificationId)
|
python
|
def getRnaQuantificationById(self, rnaQuantificationId):
"""
:param rnaQuantificationId: the RNA Quantification ID
:return: dictionary representing an RnaQuantification object,
or None if no match is found.
"""
sql = ("SELECT * FROM RnaQuantification WHERE id = ?")
query = self._dbconn.execute(sql, (rnaQuantificationId,))
try:
return sqlite_backend.fetchOne(query)
except AttributeError:
raise exceptions.RnaQuantificationNotFoundException(
rnaQuantificationId)
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L371-L383
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaBackend.searchExpressionLevelsInDb
|
def searchExpressionLevelsInDb(
self, rnaQuantId, names=[], threshold=0.0, startIndex=0,
maxResults=0):
"""
:param rnaQuantId: string restrict search by quantification id
:param threshold: float minimum expression values to return
:return an array of dictionaries, representing the returned data.
"""
sql = ("SELECT * FROM Expression WHERE "
"rna_quantification_id = ? "
"AND expression > ? ")
sql_args = (rnaQuantId, threshold)
if len(names) > 0:
sql += "AND name in ("
sql += ",".join(['?' for name in names])
sql += ") "
for name in names:
sql_args += (name,)
sql += sqlite_backend.limitsSql(
startIndex=startIndex, maxResults=maxResults)
query = self._dbconn.execute(sql, sql_args)
return sqlite_backend.iterativeFetch(query)
|
python
|
def searchExpressionLevelsInDb(
self, rnaQuantId, names=[], threshold=0.0, startIndex=0,
maxResults=0):
"""
:param rnaQuantId: string restrict search by quantification id
:param threshold: float minimum expression values to return
:return an array of dictionaries, representing the returned data.
"""
sql = ("SELECT * FROM Expression WHERE "
"rna_quantification_id = ? "
"AND expression > ? ")
sql_args = (rnaQuantId, threshold)
if len(names) > 0:
sql += "AND name in ("
sql += ",".join(['?' for name in names])
sql += ") "
for name in names:
sql_args += (name,)
sql += sqlite_backend.limitsSql(
startIndex=startIndex, maxResults=maxResults)
query = self._dbconn.execute(sql, sql_args)
return sqlite_backend.iterativeFetch(query)
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L385-L406
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/rna_quantification.py
|
SqliteRnaBackend.getExpressionLevelById
|
def getExpressionLevelById(self, expressionId):
"""
:param expressionId: the ExpressionLevel ID
:return: dictionary representing an ExpressionLevel object,
or None if no match is found.
"""
sql = ("SELECT * FROM Expression WHERE id = ?")
query = self._dbconn.execute(sql, (expressionId,))
try:
return sqlite_backend.fetchOne(query)
except AttributeError:
raise exceptions.ExpressionLevelNotFoundException(
expressionId)
|
python
|
def getExpressionLevelById(self, expressionId):
"""
:param expressionId: the ExpressionLevel ID
:return: dictionary representing an ExpressionLevel object,
or None if no match is found.
"""
sql = ("SELECT * FROM Expression WHERE id = ?")
query = self._dbconn.execute(sql, (expressionId,))
try:
return sqlite_backend.fetchOne(query)
except AttributeError:
raise exceptions.ExpressionLevelNotFoundException(
expressionId)
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/rna_quantification.py#L408-L420
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
CallSet.populateFromRow
|
def populateFromRow(self, callSetRecord):
"""
Populates this CallSet from the specified DB row.
"""
self._biosampleId = callSetRecord.biosampleid
self.setAttributesJson(callSetRecord.attributes)
|
python
|
def populateFromRow(self, callSetRecord):
"""
Populates this CallSet from the specified DB row.
"""
self._biosampleId = callSetRecord.biosampleid
self.setAttributesJson(callSetRecord.attributes)
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L61-L66
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
CallSet.toProtocolElement
|
def toProtocolElement(self):
"""
Returns the representation of this CallSet as the corresponding
ProtocolElement.
"""
variantSet = self.getParentContainer()
gaCallSet = protocol.CallSet(
biosample_id=self.getBiosampleId())
if variantSet.getCreationTime():
gaCallSet.created = variantSet.getCreationTime()
if variantSet.getUpdatedTime():
gaCallSet.updated = variantSet.getUpdatedTime()
gaCallSet.id = self.getId()
gaCallSet.name = self.getLocalId()
gaCallSet.variant_set_ids.append(variantSet.getId())
self.serializeAttributes(gaCallSet)
return gaCallSet
|
python
|
def toProtocolElement(self):
"""
Returns the representation of this CallSet as the corresponding
ProtocolElement.
"""
variantSet = self.getParentContainer()
gaCallSet = protocol.CallSet(
biosample_id=self.getBiosampleId())
if variantSet.getCreationTime():
gaCallSet.created = variantSet.getCreationTime()
if variantSet.getUpdatedTime():
gaCallSet.updated = variantSet.getUpdatedTime()
gaCallSet.id = self.getId()
gaCallSet.name = self.getLocalId()
gaCallSet.variant_set_ids.append(variantSet.getId())
self.serializeAttributes(gaCallSet)
return gaCallSet
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train
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https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L68-L84
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.addVariantAnnotationSet
|
def addVariantAnnotationSet(self, variantAnnotationSet):
"""
Adds the specified variantAnnotationSet to this dataset.
"""
id_ = variantAnnotationSet.getId()
self._variantAnnotationSetIdMap[id_] = variantAnnotationSet
self._variantAnnotationSetIds.append(id_)
|
python
|
def addVariantAnnotationSet(self, variantAnnotationSet):
"""
Adds the specified variantAnnotationSet to this dataset.
"""
id_ = variantAnnotationSet.getId()
self._variantAnnotationSetIdMap[id_] = variantAnnotationSet
self._variantAnnotationSetIds.append(id_)
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L130-L136
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.getVariantAnnotationSet
|
def getVariantAnnotationSet(self, id_):
"""
Returns the AnnotationSet in this dataset with the specified 'id'
"""
if id_ not in self._variantAnnotationSetIdMap:
raise exceptions.AnnotationSetNotFoundException(id_)
return self._variantAnnotationSetIdMap[id_]
|
python
|
def getVariantAnnotationSet(self, id_):
"""
Returns the AnnotationSet in this dataset with the specified 'id'
"""
if id_ not in self._variantAnnotationSetIdMap:
raise exceptions.AnnotationSetNotFoundException(id_)
return self._variantAnnotationSetIdMap[id_]
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L146-L152
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.addCallSet
|
def addCallSet(self, callSet):
"""
Adds the specfied CallSet to this VariantSet.
"""
callSetId = callSet.getId()
self._callSetIdMap[callSetId] = callSet
self._callSetNameMap[callSet.getLocalId()] = callSet
self._callSetIds.append(callSetId)
self._callSetIdToIndex[callSet.getId()] = len(self._callSetIds) - 1
|
python
|
def addCallSet(self, callSet):
"""
Adds the specfied CallSet to this VariantSet.
"""
callSetId = callSet.getId()
self._callSetIdMap[callSetId] = callSet
self._callSetNameMap[callSet.getLocalId()] = callSet
self._callSetIds.append(callSetId)
self._callSetIdToIndex[callSet.getId()] = len(self._callSetIds) - 1
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L192-L200
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.addCallSetFromName
|
def addCallSetFromName(self, sampleName):
"""
Adds a CallSet for the specified sample name.
"""
callSet = CallSet(self, sampleName)
self.addCallSet(callSet)
|
python
|
def addCallSetFromName(self, sampleName):
"""
Adds a CallSet for the specified sample name.
"""
callSet = CallSet(self, sampleName)
self.addCallSet(callSet)
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L202-L207
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.getCallSetByName
|
def getCallSetByName(self, name):
"""
Returns a CallSet with the specified name, or raises a
CallSetNameNotFoundException if it does not exist.
"""
if name not in self._callSetNameMap:
raise exceptions.CallSetNameNotFoundException(name)
return self._callSetNameMap[name]
|
python
|
def getCallSetByName(self, name):
"""
Returns a CallSet with the specified name, or raises a
CallSetNameNotFoundException if it does not exist.
"""
if name not in self._callSetNameMap:
raise exceptions.CallSetNameNotFoundException(name)
return self._callSetNameMap[name]
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L221-L228
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.getCallSet
|
def getCallSet(self, id_):
"""
Returns a CallSet with the specified id, or raises a
CallSetNotFoundException if it does not exist.
"""
if id_ not in self._callSetIdMap:
raise exceptions.CallSetNotFoundException(id_)
return self._callSetIdMap[id_]
|
python
|
def getCallSet(self, id_):
"""
Returns a CallSet with the specified id, or raises a
CallSetNotFoundException if it does not exist.
"""
if id_ not in self._callSetIdMap:
raise exceptions.CallSetNotFoundException(id_)
return self._callSetIdMap[id_]
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L236-L243
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.toProtocolElement
|
def toProtocolElement(self):
"""
Converts this VariantSet into its GA4GH protocol equivalent.
"""
protocolElement = protocol.VariantSet()
protocolElement.id = self.getId()
protocolElement.dataset_id = self.getParentContainer().getId()
protocolElement.reference_set_id = self._referenceSet.getId()
protocolElement.metadata.extend(self.getMetadata())
protocolElement.dataset_id = self.getParentContainer().getId()
protocolElement.reference_set_id = self._referenceSet.getId()
protocolElement.name = self.getLocalId()
self.serializeAttributes(protocolElement)
return protocolElement
|
python
|
def toProtocolElement(self):
"""
Converts this VariantSet into its GA4GH protocol equivalent.
"""
protocolElement = protocol.VariantSet()
protocolElement.id = self.getId()
protocolElement.dataset_id = self.getParentContainer().getId()
protocolElement.reference_set_id = self._referenceSet.getId()
protocolElement.metadata.extend(self.getMetadata())
protocolElement.dataset_id = self.getParentContainer().getId()
protocolElement.reference_set_id = self._referenceSet.getId()
protocolElement.name = self.getLocalId()
self.serializeAttributes(protocolElement)
return protocolElement
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Converts this VariantSet into its GA4GH protocol equivalent.
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L251-L264
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet._createGaVariant
|
def _createGaVariant(self):
"""
Convenience method to set the common fields in a GA Variant
object from this variant set.
"""
ret = protocol.Variant()
if self._creationTime:
ret.created = self._creationTime
if self._updatedTime:
ret.updated = self._updatedTime
ret.variant_set_id = self.getId()
return ret
|
python
|
def _createGaVariant(self):
"""
Convenience method to set the common fields in a GA Variant
object from this variant set.
"""
ret = protocol.Variant()
if self._creationTime:
ret.created = self._creationTime
if self._updatedTime:
ret.updated = self._updatedTime
ret.variant_set_id = self.getId()
return ret
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L272-L283
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.getVariantId
|
def getVariantId(self, gaVariant):
"""
Returns an ID string suitable for the specified GA Variant
object in this variant set.
"""
md5 = self.hashVariant(gaVariant)
compoundId = datamodel.VariantCompoundId(
self.getCompoundId(), gaVariant.reference_name,
str(gaVariant.start), md5)
return str(compoundId)
|
python
|
def getVariantId(self, gaVariant):
"""
Returns an ID string suitable for the specified GA Variant
object in this variant set.
"""
md5 = self.hashVariant(gaVariant)
compoundId = datamodel.VariantCompoundId(
self.getCompoundId(), gaVariant.reference_name,
str(gaVariant.start), md5)
return str(compoundId)
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L285-L294
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.getCallSetId
|
def getCallSetId(self, sampleName):
"""
Returns the callSetId for the specified sampleName in this
VariantSet.
"""
compoundId = datamodel.CallSetCompoundId(
self.getCompoundId(), sampleName)
return str(compoundId)
|
python
|
def getCallSetId(self, sampleName):
"""
Returns the callSetId for the specified sampleName in this
VariantSet.
"""
compoundId = datamodel.CallSetCompoundId(
self.getCompoundId(), sampleName)
return str(compoundId)
|
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Returns the callSetId for the specified sampleName in this
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|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L296-L303
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantSet.hashVariant
|
def hashVariant(cls, gaVariant):
"""
Produces an MD5 hash of the ga variant object to distinguish
it from other variants at the same genomic coordinate.
"""
hash_str = gaVariant.reference_bases + \
str(tuple(gaVariant.alternate_bases))
return hashlib.md5(hash_str).hexdigest()
|
python
|
def hashVariant(cls, gaVariant):
"""
Produces an MD5 hash of the ga variant object to distinguish
it from other variants at the same genomic coordinate.
"""
hash_str = gaVariant.reference_bases + \
str(tuple(gaVariant.alternate_bases))
return hashlib.md5(hash_str).hexdigest()
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L306-L313
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
SimulatedVariantSet.generateVariant
|
def generateVariant(self, referenceName, position, randomNumberGenerator):
"""
Generate a random variant for the specified position using the
specified random number generator. This generator should be seeded
with a value that is unique to this position so that the same variant
will always be produced regardless of the order it is generated in.
"""
variant = self._createGaVariant()
variant.reference_name = referenceName
variant.start = position
variant.end = position + 1 # SNPs only for now
bases = ["A", "C", "G", "T"]
ref = randomNumberGenerator.choice(bases)
variant.reference_bases = ref
alt = randomNumberGenerator.choice(
[base for base in bases if base != ref])
variant.alternate_bases.append(alt)
randChoice = randomNumberGenerator.randint(0, 2)
if randChoice == 0:
variant.filters_applied = False
elif randChoice == 1:
variant.filters_applied = True
variant.filters_passed = True
else:
variant.filters_applied = True
variant.filters_passed = False
variant.filters_failed.append('q10')
for callSet in self.getCallSets():
call = variant.calls.add()
call.call_set_id = callSet.getId()
# for now, the genotype is either [0,1], [1,1] or [1,0] with equal
# probability; probably will want to do something more
# sophisticated later.
randomChoice = randomNumberGenerator.choice(
[[0, 1], [1, 0], [1, 1]])
call.genotype.extend(randomChoice)
# TODO What is a reasonable model for generating these likelihoods?
# Are these log-scaled? Spec does not say.
call.genotype_likelihood.extend([-100, -100, -100])
variant.id = self.getVariantId(variant)
return variant
|
python
|
def generateVariant(self, referenceName, position, randomNumberGenerator):
"""
Generate a random variant for the specified position using the
specified random number generator. This generator should be seeded
with a value that is unique to this position so that the same variant
will always be produced regardless of the order it is generated in.
"""
variant = self._createGaVariant()
variant.reference_name = referenceName
variant.start = position
variant.end = position + 1 # SNPs only for now
bases = ["A", "C", "G", "T"]
ref = randomNumberGenerator.choice(bases)
variant.reference_bases = ref
alt = randomNumberGenerator.choice(
[base for base in bases if base != ref])
variant.alternate_bases.append(alt)
randChoice = randomNumberGenerator.randint(0, 2)
if randChoice == 0:
variant.filters_applied = False
elif randChoice == 1:
variant.filters_applied = True
variant.filters_passed = True
else:
variant.filters_applied = True
variant.filters_passed = False
variant.filters_failed.append('q10')
for callSet in self.getCallSets():
call = variant.calls.add()
call.call_set_id = callSet.getId()
# for now, the genotype is either [0,1], [1,1] or [1,0] with equal
# probability; probably will want to do something more
# sophisticated later.
randomChoice = randomNumberGenerator.choice(
[[0, 1], [1, 0], [1, 1]])
call.genotype.extend(randomChoice)
# TODO What is a reasonable model for generating these likelihoods?
# Are these log-scaled? Spec does not say.
call.genotype_likelihood.extend([-100, -100, -100])
variant.id = self.getVariantId(variant)
return variant
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L394-L434
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet.populateFromRow
|
def populateFromRow(self, variantSetRecord):
"""
Populates this VariantSet from the specified DB row.
"""
self._created = variantSetRecord.created
self._updated = variantSetRecord.updated
self.setAttributesJson(variantSetRecord.attributes)
self._chromFileMap = {}
# We can't load directly as we want tuples to be stored
# rather than lists.
for key, value in json.loads(variantSetRecord.dataurlindexmap).items():
self._chromFileMap[key] = tuple(value)
self._metadata = []
for jsonDict in json.loads(variantSetRecord.metadata):
metadata = protocol.fromJson(json.dumps(jsonDict),
protocol.VariantSetMetadata)
self._metadata.append(metadata)
|
python
|
def populateFromRow(self, variantSetRecord):
"""
Populates this VariantSet from the specified DB row.
"""
self._created = variantSetRecord.created
self._updated = variantSetRecord.updated
self.setAttributesJson(variantSetRecord.attributes)
self._chromFileMap = {}
# We can't load directly as we want tuples to be stored
# rather than lists.
for key, value in json.loads(variantSetRecord.dataurlindexmap).items():
self._chromFileMap[key] = tuple(value)
self._metadata = []
for jsonDict in json.loads(variantSetRecord.metadata):
metadata = protocol.fromJson(json.dumps(jsonDict),
protocol.VariantSetMetadata)
self._metadata.append(metadata)
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L466-L482
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet.populateFromFile
|
def populateFromFile(self, dataUrls, indexFiles):
"""
Populates this variant set using the specified lists of data
files and indexes. These must be in the same order, such that
the jth index file corresponds to the jth data file.
"""
assert len(dataUrls) == len(indexFiles)
for dataUrl, indexFile in zip(dataUrls, indexFiles):
varFile = pysam.VariantFile(dataUrl, index_filename=indexFile)
try:
self._populateFromVariantFile(varFile, dataUrl, indexFile)
finally:
varFile.close()
|
python
|
def populateFromFile(self, dataUrls, indexFiles):
"""
Populates this variant set using the specified lists of data
files and indexes. These must be in the same order, such that
the jth index file corresponds to the jth data file.
"""
assert len(dataUrls) == len(indexFiles)
for dataUrl, indexFile in zip(dataUrls, indexFiles):
varFile = pysam.VariantFile(dataUrl, index_filename=indexFile)
try:
self._populateFromVariantFile(varFile, dataUrl, indexFile)
finally:
varFile.close()
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L484-L496
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet.populateFromDirectory
|
def populateFromDirectory(self, vcfDirectory):
"""
Populates this VariantSet by examing all the VCF files in the
specified directory. This is mainly used for as a convenience
for testing purposes.
"""
pattern = os.path.join(vcfDirectory, "*.vcf.gz")
dataFiles = []
indexFiles = []
for vcfFile in glob.glob(pattern):
dataFiles.append(vcfFile)
indexFiles.append(vcfFile + ".tbi")
self.populateFromFile(dataFiles, indexFiles)
|
python
|
def populateFromDirectory(self, vcfDirectory):
"""
Populates this VariantSet by examing all the VCF files in the
specified directory. This is mainly used for as a convenience
for testing purposes.
"""
pattern = os.path.join(vcfDirectory, "*.vcf.gz")
dataFiles = []
indexFiles = []
for vcfFile in glob.glob(pattern):
dataFiles.append(vcfFile)
indexFiles.append(vcfFile + ".tbi")
self.populateFromFile(dataFiles, indexFiles)
|
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Populates this VariantSet by examing all the VCF files in the
specified directory. This is mainly used for as a convenience
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|
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"."
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L498-L510
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet.checkConsistency
|
def checkConsistency(self):
"""
Perform consistency check on the variant set
"""
for referenceName, (dataUrl, indexFile) in self._chromFileMap.items():
varFile = pysam.VariantFile(dataUrl, index_filename=indexFile)
try:
for chrom in varFile.index:
chrom, _, _ = self.sanitizeVariantFileFetch(chrom)
if not isEmptyIter(varFile.fetch(chrom)):
self._checkMetadata(varFile)
self._checkCallSetIds(varFile)
finally:
varFile.close()
|
python
|
def checkConsistency(self):
"""
Perform consistency check on the variant set
"""
for referenceName, (dataUrl, indexFile) in self._chromFileMap.items():
varFile = pysam.VariantFile(dataUrl, index_filename=indexFile)
try:
for chrom in varFile.index:
chrom, _, _ = self.sanitizeVariantFileFetch(chrom)
if not isEmptyIter(varFile.fetch(chrom)):
self._checkMetadata(varFile)
self._checkCallSetIds(varFile)
finally:
varFile.close()
|
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train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L519-L532
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet._populateFromVariantFile
|
def _populateFromVariantFile(self, varFile, dataUrl, indexFile):
"""
Populates the instance variables of this VariantSet from the specified
pysam VariantFile object.
"""
if varFile.index is None:
raise exceptions.NotIndexedException(dataUrl)
for chrom in varFile.index:
# Unlike Tabix indices, CSI indices include all contigs defined
# in the BCF header. Thus we must test each one to see if
# records exist or else they are likely to trigger spurious
# overlapping errors.
chrom, _, _ = self.sanitizeVariantFileFetch(chrom)
if not isEmptyIter(varFile.fetch(chrom)):
if chrom in self._chromFileMap:
raise exceptions.OverlappingVcfException(dataUrl, chrom)
self._chromFileMap[chrom] = dataUrl, indexFile
self._updateMetadata(varFile)
self._updateCallSetIds(varFile)
self._updateVariantAnnotationSets(varFile, dataUrl)
|
python
|
def _populateFromVariantFile(self, varFile, dataUrl, indexFile):
"""
Populates the instance variables of this VariantSet from the specified
pysam VariantFile object.
"""
if varFile.index is None:
raise exceptions.NotIndexedException(dataUrl)
for chrom in varFile.index:
# Unlike Tabix indices, CSI indices include all contigs defined
# in the BCF header. Thus we must test each one to see if
# records exist or else they are likely to trigger spurious
# overlapping errors.
chrom, _, _ = self.sanitizeVariantFileFetch(chrom)
if not isEmptyIter(varFile.fetch(chrom)):
if chrom in self._chromFileMap:
raise exceptions.OverlappingVcfException(dataUrl, chrom)
self._chromFileMap[chrom] = dataUrl, indexFile
self._updateMetadata(varFile)
self._updateCallSetIds(varFile)
self._updateVariantAnnotationSets(varFile, dataUrl)
|
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Populates the instance variables of this VariantSet from the specified
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|
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] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L534-L553
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet._updateVariantAnnotationSets
|
def _updateVariantAnnotationSets(self, variantFile, dataUrl):
"""
Updates the variant annotation set associated with this variant using
information in the specified pysam variantFile.
"""
# TODO check the consistency of this between VCF files.
if not self.isAnnotated():
annotationType = None
for record in variantFile.header.records:
if record.type == "GENERIC":
if record.key == "SnpEffVersion":
annotationType = ANNOTATIONS_SNPEFF
elif record.key == "VEP":
version = record.value.split()[0]
# TODO we need _much_ more sophisticated processing
# of VEP versions here. When do they become
# incompatible?
if version == "v82":
annotationType = ANNOTATIONS_VEP_V82
elif version == "v77":
annotationType = ANNOTATIONS_VEP_V77
else:
# TODO raise a proper typed exception there with
# the file name as an argument.
raise ValueError(
"Unsupported VEP version {} in '{}'".format(
version, dataUrl))
if annotationType is None:
infoKeys = variantFile.header.info.keys()
if 'CSQ' in infoKeys or 'ANN' in infoKeys:
# TODO likewise, we want a properly typed exception that
# we can throw back to the repo manager UI and display
# as an import error.
raise ValueError(
"Unsupported annotations in '{}'".format(dataUrl))
if annotationType is not None:
vas = HtslibVariantAnnotationSet(self, self.getLocalId())
vas.populateFromFile(variantFile, annotationType)
self.addVariantAnnotationSet(vas)
|
python
|
def _updateVariantAnnotationSets(self, variantFile, dataUrl):
"""
Updates the variant annotation set associated with this variant using
information in the specified pysam variantFile.
"""
# TODO check the consistency of this between VCF files.
if not self.isAnnotated():
annotationType = None
for record in variantFile.header.records:
if record.type == "GENERIC":
if record.key == "SnpEffVersion":
annotationType = ANNOTATIONS_SNPEFF
elif record.key == "VEP":
version = record.value.split()[0]
# TODO we need _much_ more sophisticated processing
# of VEP versions here. When do they become
# incompatible?
if version == "v82":
annotationType = ANNOTATIONS_VEP_V82
elif version == "v77":
annotationType = ANNOTATIONS_VEP_V77
else:
# TODO raise a proper typed exception there with
# the file name as an argument.
raise ValueError(
"Unsupported VEP version {} in '{}'".format(
version, dataUrl))
if annotationType is None:
infoKeys = variantFile.header.info.keys()
if 'CSQ' in infoKeys or 'ANN' in infoKeys:
# TODO likewise, we want a properly typed exception that
# we can throw back to the repo manager UI and display
# as an import error.
raise ValueError(
"Unsupported annotations in '{}'".format(dataUrl))
if annotationType is not None:
vas = HtslibVariantAnnotationSet(self, self.getLocalId())
vas.populateFromFile(variantFile, annotationType)
self.addVariantAnnotationSet(vas)
|
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Updates the variant annotation set associated with this variant using
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|
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"variantFile",
"."
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L555-L593
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet._updateMetadata
|
def _updateMetadata(self, variantFile):
"""
Updates the metadata for his variant set based on the specified
variant file
"""
metadata = self._getMetadataFromVcf(variantFile)
if self._metadata is None:
self._metadata = metadata
|
python
|
def _updateMetadata(self, variantFile):
"""
Updates the metadata for his variant set based on the specified
variant file
"""
metadata = self._getMetadataFromVcf(variantFile)
if self._metadata is None:
self._metadata = metadata
|
[
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Updates the metadata for his variant set based on the specified
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|
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] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L595-L602
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet._checkMetadata
|
def _checkMetadata(self, variantFile):
"""
Checks that metadata is consistent
"""
metadata = self._getMetadataFromVcf(variantFile)
if self._metadata is not None and self._metadata != metadata:
raise exceptions.InconsistentMetaDataException(
variantFile.filename)
|
python
|
def _checkMetadata(self, variantFile):
"""
Checks that metadata is consistent
"""
metadata = self._getMetadataFromVcf(variantFile)
if self._metadata is not None and self._metadata != metadata:
raise exceptions.InconsistentMetaDataException(
variantFile.filename)
|
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] |
Checks that metadata is consistent
|
[
"Checks",
"that",
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"is",
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] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L604-L611
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet._checkCallSetIds
|
def _checkCallSetIds(self, variantFile):
"""
Checks callSetIds for consistency
"""
if len(self._callSetIdMap) > 0:
callSetIds = set([
self.getCallSetId(sample)
for sample in variantFile.header.samples])
if callSetIds != set(self._callSetIdMap.keys()):
raise exceptions.InconsistentCallSetIdException(
variantFile.filename)
|
python
|
def _checkCallSetIds(self, variantFile):
"""
Checks callSetIds for consistency
"""
if len(self._callSetIdMap) > 0:
callSetIds = set([
self.getCallSetId(sample)
for sample in variantFile.header.samples])
if callSetIds != set(self._callSetIdMap.keys()):
raise exceptions.InconsistentCallSetIdException(
variantFile.filename)
|
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Checks callSetIds for consistency
|
[
"Checks",
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"consistency"
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L613-L623
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet._updateCallSetIds
|
def _updateCallSetIds(self, variantFile):
"""
Updates the call set IDs based on the specified variant file.
"""
if len(self._callSetIdMap) == 0:
for sample in variantFile.header.samples:
self.addCallSetFromName(sample)
|
python
|
def _updateCallSetIds(self, variantFile):
"""
Updates the call set IDs based on the specified variant file.
"""
if len(self._callSetIdMap) == 0:
for sample in variantFile.header.samples:
self.addCallSetFromName(sample)
|
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Updates the call set IDs based on the specified variant file.
|
[
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"."
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L632-L638
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet.convertVariant
|
def convertVariant(self, record, callSetIds):
"""
Converts the specified pysam variant record into a GA4GH Variant
object. Only calls for the specified list of callSetIds will
be included.
"""
variant = self._createGaVariant()
variant.reference_name = record.contig
if record.id is not None:
variant.names.extend(record.id.split(';'))
variant.start = record.start # 0-based inclusive
variant.end = record.stop # 0-based exclusive
variant.reference_bases = record.ref
if record.alts is not None:
variant.alternate_bases.extend(list(record.alts))
filterKeys = record.filter.keys()
if len(filterKeys) == 0:
variant.filters_applied = False
else:
variant.filters_applied = True
if len(filterKeys) == 1 and filterKeys[0] == 'PASS':
variant.filters_passed = True
else:
variant.filters_passed = False
variant.filters_failed.extend(filterKeys)
# record.qual is also available, when supported by GAVariant.
for key, value in record.info.iteritems():
if value is None:
continue
if key == 'SVTYPE':
variant.variant_type = value
elif key == 'SVLEN':
variant.svlen = int(value[0])
elif key == 'CIPOS':
variant.cipos.extend(value)
elif key == 'CIEND':
variant.ciend.extend(value)
elif isinstance(value, str):
value = value.split(',')
protocol.setAttribute(
variant.attributes.attr[key].values, value)
for callSetId in callSetIds:
callSet = self.getCallSet(callSetId)
pysamCall = record.samples[str(callSet.getSampleName())]
variant.calls.add().CopyFrom(
self._convertGaCall(callSet, pysamCall))
variant.id = self.getVariantId(variant)
return variant
|
python
|
def convertVariant(self, record, callSetIds):
"""
Converts the specified pysam variant record into a GA4GH Variant
object. Only calls for the specified list of callSetIds will
be included.
"""
variant = self._createGaVariant()
variant.reference_name = record.contig
if record.id is not None:
variant.names.extend(record.id.split(';'))
variant.start = record.start # 0-based inclusive
variant.end = record.stop # 0-based exclusive
variant.reference_bases = record.ref
if record.alts is not None:
variant.alternate_bases.extend(list(record.alts))
filterKeys = record.filter.keys()
if len(filterKeys) == 0:
variant.filters_applied = False
else:
variant.filters_applied = True
if len(filterKeys) == 1 and filterKeys[0] == 'PASS':
variant.filters_passed = True
else:
variant.filters_passed = False
variant.filters_failed.extend(filterKeys)
# record.qual is also available, when supported by GAVariant.
for key, value in record.info.iteritems():
if value is None:
continue
if key == 'SVTYPE':
variant.variant_type = value
elif key == 'SVLEN':
variant.svlen = int(value[0])
elif key == 'CIPOS':
variant.cipos.extend(value)
elif key == 'CIEND':
variant.ciend.extend(value)
elif isinstance(value, str):
value = value.split(',')
protocol.setAttribute(
variant.attributes.attr[key].values, value)
for callSetId in callSetIds:
callSet = self.getCallSet(callSetId)
pysamCall = record.samples[str(callSet.getSampleName())]
variant.calls.add().CopyFrom(
self._convertGaCall(callSet, pysamCall))
variant.id = self.getVariantId(variant)
return variant
|
[
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"(",
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] |
Converts the specified pysam variant record into a GA4GH Variant
object. Only calls for the specified list of callSetIds will
be included.
|
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"GA4GH",
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"list",
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"."
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L665-L712
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet.getPysamVariants
|
def getPysamVariants(self, referenceName, startPosition, endPosition):
"""
Returns an iterator over the pysam VCF records corresponding to the
specified query.
"""
if referenceName in self._chromFileMap:
varFileName = self._chromFileMap[referenceName]
referenceName, startPosition, endPosition = \
self.sanitizeVariantFileFetch(
referenceName, startPosition, endPosition)
cursor = self.getFileHandle(varFileName).fetch(
referenceName, startPosition, endPosition)
for record in cursor:
yield record
|
python
|
def getPysamVariants(self, referenceName, startPosition, endPosition):
"""
Returns an iterator over the pysam VCF records corresponding to the
specified query.
"""
if referenceName in self._chromFileMap:
varFileName = self._chromFileMap[referenceName]
referenceName, startPosition, endPosition = \
self.sanitizeVariantFileFetch(
referenceName, startPosition, endPosition)
cursor = self.getFileHandle(varFileName).fetch(
referenceName, startPosition, endPosition)
for record in cursor:
yield record
|
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|
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] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L734-L747
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet.getVariants
|
def getVariants(self, referenceName, startPosition, endPosition,
callSetIds=[]):
"""
Returns an iterator over the specified variants. The parameters
correspond to the attributes of a GASearchVariantsRequest object.
"""
if callSetIds is None:
callSetIds = self._callSetIds
else:
for callSetId in callSetIds:
if callSetId not in self._callSetIds:
raise exceptions.CallSetNotInVariantSetException(
callSetId, self.getId())
for record in self.getPysamVariants(
referenceName, startPosition, endPosition):
yield self.convertVariant(record, callSetIds)
|
python
|
def getVariants(self, referenceName, startPosition, endPosition,
callSetIds=[]):
"""
Returns an iterator over the specified variants. The parameters
correspond to the attributes of a GASearchVariantsRequest object.
"""
if callSetIds is None:
callSetIds = self._callSetIds
else:
for callSetId in callSetIds:
if callSetId not in self._callSetIds:
raise exceptions.CallSetNotInVariantSetException(
callSetId, self.getId())
for record in self.getPysamVariants(
referenceName, startPosition, endPosition):
yield self.convertVariant(record, callSetIds)
|
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Returns an iterator over the specified variants. The parameters
correspond to the attributes of a GASearchVariantsRequest object.
|
[
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"object",
"."
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L749-L764
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
HtslibVariantSet.getMetadataId
|
def getMetadataId(self, metadata):
"""
Returns the id of a metadata
"""
return str(datamodel.VariantSetMetadataCompoundId(
self.getCompoundId(), 'metadata:' + metadata.key))
|
python
|
def getMetadataId(self, metadata):
"""
Returns the id of a metadata
"""
return str(datamodel.VariantSetMetadataCompoundId(
self.getCompoundId(), 'metadata:' + metadata.key))
|
[
"def",
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"getCompoundId",
"(",
")",
",",
"'metadata:'",
"+",
"metadata",
".",
"key",
")",
")"
] |
Returns the id of a metadata
|
[
"Returns",
"the",
"id",
"of",
"a",
"metadata"
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L766-L771
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantAnnotationSet._createGaVariantAnnotation
|
def _createGaVariantAnnotation(self):
"""
Convenience method to set the common fields in a GA VariantAnnotation
object from this variant set.
"""
ret = protocol.VariantAnnotation()
ret.created = self._creationTime
ret.variant_annotation_set_id = self.getId()
return ret
|
python
|
def _createGaVariantAnnotation(self):
"""
Convenience method to set the common fields in a GA VariantAnnotation
object from this variant set.
"""
ret = protocol.VariantAnnotation()
ret.created = self._creationTime
ret.variant_annotation_set_id = self.getId()
return ret
|
[
"def",
"_createGaVariantAnnotation",
"(",
"self",
")",
":",
"ret",
"=",
"protocol",
".",
"VariantAnnotation",
"(",
")",
"ret",
".",
"created",
"=",
"self",
".",
"_creationTime",
"ret",
".",
"variant_annotation_set_id",
"=",
"self",
".",
"getId",
"(",
")",
"return",
"ret"
] |
Convenience method to set the common fields in a GA VariantAnnotation
object from this variant set.
|
[
"Convenience",
"method",
"to",
"set",
"the",
"common",
"fields",
"in",
"a",
"GA",
"VariantAnnotation",
"object",
"from",
"this",
"variant",
"set",
"."
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L882-L890
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantAnnotationSet.toProtocolElement
|
def toProtocolElement(self):
"""
Converts this VariantAnnotationSet into its GA4GH protocol equivalent.
"""
protocolElement = protocol.VariantAnnotationSet()
protocolElement.id = self.getId()
protocolElement.variant_set_id = self._variantSet.getId()
protocolElement.name = self.getLocalId()
protocolElement.analysis.CopyFrom(self.getAnalysis())
self.serializeAttributes(protocolElement)
return protocolElement
|
python
|
def toProtocolElement(self):
"""
Converts this VariantAnnotationSet into its GA4GH protocol equivalent.
"""
protocolElement = protocol.VariantAnnotationSet()
protocolElement.id = self.getId()
protocolElement.variant_set_id = self._variantSet.getId()
protocolElement.name = self.getLocalId()
protocolElement.analysis.CopyFrom(self.getAnalysis())
self.serializeAttributes(protocolElement)
return protocolElement
|
[
"def",
"toProtocolElement",
"(",
"self",
")",
":",
"protocolElement",
"=",
"protocol",
".",
"VariantAnnotationSet",
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")",
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".",
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"getAnalysis",
"(",
")",
")",
"self",
".",
"serializeAttributes",
"(",
"protocolElement",
")",
"return",
"protocolElement"
] |
Converts this VariantAnnotationSet into its GA4GH protocol equivalent.
|
[
"Converts",
"this",
"VariantAnnotationSet",
"into",
"its",
"GA4GH",
"protocol",
"equivalent",
"."
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L908-L918
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantAnnotationSet.hashVariantAnnotation
|
def hashVariantAnnotation(cls, gaVariant, gaVariantAnnotation):
"""
Produces an MD5 hash of the gaVariant and gaVariantAnnotation objects
"""
treffs = [treff.id for treff in gaVariantAnnotation.transcript_effects]
return hashlib.md5(
"{}\t{}\t{}\t".format(
gaVariant.reference_bases, tuple(gaVariant.alternate_bases),
treffs)
).hexdigest()
|
python
|
def hashVariantAnnotation(cls, gaVariant, gaVariantAnnotation):
"""
Produces an MD5 hash of the gaVariant and gaVariantAnnotation objects
"""
treffs = [treff.id for treff in gaVariantAnnotation.transcript_effects]
return hashlib.md5(
"{}\t{}\t{}\t".format(
gaVariant.reference_bases, tuple(gaVariant.alternate_bases),
treffs)
).hexdigest()
|
[
"def",
"hashVariantAnnotation",
"(",
"cls",
",",
"gaVariant",
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":",
"treffs",
"=",
"[",
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".",
"transcript_effects",
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"hashlib",
".",
"md5",
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"\"{}\\t{}\\t{}\\t\"",
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"(",
"gaVariant",
".",
"reference_bases",
",",
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"gaVariant",
".",
"alternate_bases",
")",
",",
"treffs",
")",
")",
".",
"hexdigest",
"(",
")"
] |
Produces an MD5 hash of the gaVariant and gaVariantAnnotation objects
|
[
"Produces",
"an",
"MD5",
"hash",
"of",
"the",
"gaVariant",
"and",
"gaVariantAnnotation",
"objects"
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L929-L938
|
ga4gh/ga4gh-server
|
ga4gh/server/datamodel/variants.py
|
AbstractVariantAnnotationSet.getVariantAnnotationId
|
def getVariantAnnotationId(self, gaVariant, gaAnnotation):
"""
Produces a stringified compoundId representing a variant
annotation.
:param gaVariant: protocol.Variant
:param gaAnnotation: protocol.VariantAnnotation
:return: compoundId String
"""
md5 = self.hashVariantAnnotation(gaVariant, gaAnnotation)
compoundId = datamodel.VariantAnnotationCompoundId(
self.getCompoundId(), gaVariant.reference_name,
str(gaVariant.start), md5)
return str(compoundId)
|
python
|
def getVariantAnnotationId(self, gaVariant, gaAnnotation):
"""
Produces a stringified compoundId representing a variant
annotation.
:param gaVariant: protocol.Variant
:param gaAnnotation: protocol.VariantAnnotation
:return: compoundId String
"""
md5 = self.hashVariantAnnotation(gaVariant, gaAnnotation)
compoundId = datamodel.VariantAnnotationCompoundId(
self.getCompoundId(), gaVariant.reference_name,
str(gaVariant.start), md5)
return str(compoundId)
|
[
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"getVariantAnnotationId",
"(",
"self",
",",
"gaVariant",
",",
"gaAnnotation",
")",
":",
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"hashVariantAnnotation",
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",",
"gaAnnotation",
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"=",
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"getCompoundId",
"(",
")",
",",
"gaVariant",
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"reference_name",
",",
"str",
"(",
"gaVariant",
".",
"start",
")",
",",
"md5",
")",
"return",
"str",
"(",
"compoundId",
")"
] |
Produces a stringified compoundId representing a variant
annotation.
:param gaVariant: protocol.Variant
:param gaAnnotation: protocol.VariantAnnotation
:return: compoundId String
|
[
"Produces",
"a",
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"variant",
"annotation",
".",
":",
"param",
"gaVariant",
":",
"protocol",
".",
"Variant",
":",
"param",
"gaAnnotation",
":",
"protocol",
".",
"VariantAnnotation",
":",
"return",
":",
"compoundId",
"String"
] |
train
|
https://github.com/ga4gh/ga4gh-server/blob/1aa18922ef136db8604f6f098cb1732cba6f2a76/ga4gh/server/datamodel/variants.py#L940-L952
|
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