def get_distribution(benchmark_result, limit):
from ..entities.benchmark_result import BenchmarkResult
commits_up = (get_commits_up(benchmark_result.run.commit,
limit).subquery().alias("commits_up"))
return (Session.query(
func.text(benchmark_result.case_id).label("case_id"),
func.text(benchmark_result.context_id).label("context_id"),
func.text(benchmark_result.run.commit_id).label("commit_id"),
Hardware.hash.label("hash"),
func.max(BenchmarkResult.unit).label("unit"),
func.avg(BenchmarkResult.mean).label("mean_mean"),
func.stddev(BenchmarkResult.mean).label("mean_sd"),
func.avg(BenchmarkResult.min).label("min_mean"),
func.stddev(BenchmarkResult.min).label("min_sd"),
func.avg(BenchmarkResult.max).label("max_mean"),
func.stddev(BenchmarkResult.max).label("max_sd"),
func.avg(BenchmarkResult.median).label("median_mean"),
func.stddev(BenchmarkResult.median).label("median_sd"),
func.min(commits_up.c.timestamp).label("first_timestamp"),
func.max(commits_up.c.timestamp).label("last_timestamp"),
func.count(BenchmarkResult.mean).label("observations"),
).group_by(
BenchmarkResult.case_id,
BenchmarkResult.context_id,
Hardware.hash,
).join(Run, Run.id == BenchmarkResult.run_id).join(
Hardware, Hardware.id == Run.hardware_id).join(
commits_up, commits_up.c.id == Run.commit_id).filter(
Run.name.like("commit: %"),
BenchmarkResult.case_id == benchmark_result.case_id,
BenchmarkResult.context_id == benchmark_result.context_id,
Hardware.hash == benchmark_result.run.hardware.hash,
))
def get_requests():
"""
Get all project requests
"""
filters = []
if 'project_name' in request.args:
filters.append(Request.project_name == request.args['project_name'])
if 'reference_id' in request.args:
filters.append(func.text(Request.reference_id) == request.args['reference_id'])
all_requests = flask.g.session.query(Request, User.username
).join(User, Request.user_id == User.id
).filter(*filters
).order_by(case(((Request.status == 'pending', 1),
(Request.status == 'approved', 2),
(Request.status == 'declined', 3)))
).all()
requests = []
row2dict = lambda row: {
column.name: str(getattr(row, column.name))
for column in row.__table__.columns
if column.name in ['reference_id', 'project_name', 'status', 'project_desc']
}
for req, requested_by in all_requests:
request_obj = row2dict(req)
request_obj['requested_by'] = requested_by
requests.append(request_obj)
return jsonify({'message': 'success', 'requests': requests}), 200
class Human(Base):
'''
Human accesses the Association as a One to Many relationship
'''
__tablename__ = 'humans'
id = Column(Integer, primary_key=True)
name = Column(String)
carsAssoc = relationship('HumanCarAssociation')
e = func.date_add(func.now(), bindparam('e', func.text('INTERVAL 5 day')))
def hashed_uid_factory(request):
if request.matchdict is not None and 'hash' in request.matchdict:
context = models.TalkPreference.query.filter(
func.encode(
func.digest(func.text(models.TalkPreference.uid), 'sha256'),
'hex') == request.matchdict['hash']).first()
if context is None:
raise NotFound()
return context
return object()
def postgresql_non_ascii_and_lower(column, as_text=True):
if hasattr(column, 'property'):
columns = column.property.columns
if len(columns) > 1:
column = func.concat(*columns)
else:
column = column.property.columns[0]
if isinstance(column.type, Enum):
return column
elif isinstance(column.type, String):
return func.lower_and_clear(column)
elif isinstance(column.type, Numeric):
return column
elif as_text:
return func.text(column)
else:
return column
def test_namespacing_conflicts(self):
self.assert_compile(func.text('foo'), 'text(:text_1)')
def test_namespacing_conflicts(self):
self.assert_compile(func.text("foo"), "text(:text_1)")
def test_namespacing_conflicts(self):
self.assert_compile(func.text("foo"), "text(:text_1)")
.join(Host.interfaces)
.join(Host.room)
.join(Room.connected_patch_ports)
.join(SwitchPort)
.join(Switch)
.statement,
),
)
hades_view_ddl.add_view(radius_property, radusergroup)
radcheck = View(
name='radcheck',
query=(
# This adds all existing interfaces.
Query([
func.text(Interface.mac).label('UserName'),
func.host(Switch.management_ip).label('NASIPAddress'),
SwitchPort.name.label('NASPortId'),
literal("User-Name").label('Attribute'),
literal("=*").label('Op'),
null().label('Value'),
literal(10).label('Priority'),
]).select_from(Interface)
.join(Host)
.join(Room)
.join(Room.connected_patch_ports)
.join(SwitchPort)
.join(Switch)
.statement
),
)
def test_get_talk_by_hashed_uid(models, talk_preference):
from sqlalchemy import func
assert models.TalkPreference.query.filter(
func.encode(func.digest(func.text(models.TalkPreference.uid), 'sha256'), 'hex')
== talk_preference.hashed_uid).one() == talk_preference
def get_distribution(
summary_table,
run_table,
machine_table,
commit_table,
commit,
summary,
machine_hash,
limit,
):
commits_up = (
get_commits_up(commit_table, commit, limit).subquery().alias("commits_up")
)
return (
select(
func.text(summary.case_id).label("case_id"),
func.text(summary.context_id).label("context_id"),
func.text(commit.id).label("commit_id"),
func.concat(
machine_table.c.name,
"-",
machine_table.c.gpu_count,
"-",
machine_table.c.cpu_core_count,
"-",
machine_table.c.cpu_thread_count,
"-",
machine_table.c.memory_bytes,
).label("hash"),
func.max(summary_table.c.unit).label("unit"),
func.avg(summary_table.c.mean).label("mean_mean"),
func.stddev(summary_table.c.mean).label("mean_sd"),
func.avg(summary_table.c.min).label("min_mean"),
func.stddev(summary_table.c.min).label("min_sd"),
func.avg(summary_table.c.max).label("max_mean"),
func.stddev(summary_table.c.max).label("max_sd"),
func.avg(summary_table.c.median).label("median_mean"),
func.stddev(summary_table.c.median).label("median_sd"),
func.min(commits_up.c.timestamp).label("first_timestamp"),
func.max(commits_up.c.timestamp).label("last_timestamp"),
func.count(summary_table.c.mean).label("observations"),
)
.group_by(
summary_table.c.case_id,
summary_table.c.context_id,
machine_table.c.name,
machine_table.c.gpu_count,
machine_table.c.cpu_core_count,
machine_table.c.cpu_thread_count,
machine_table.c.memory_bytes,
)
.join(run_table, run_table.c.id == summary_table.c.run_id)
.join(machine_table, machine_table.c.id == run_table.c.machine_id)
.join(commits_up, commits_up.c.id == run_table.c.commit_id)
.filter(
run_table.c.name.like("commit: %"),
summary_table.c.case_id == summary.case_id,
summary_table.c.context_id == summary.context_id,
func.concat(
machine_table.c.name,
"-",
machine_table.c.gpu_count,
"-",
machine_table.c.cpu_core_count,
"-",
machine_table.c.cpu_thread_count,
"-",
machine_table.c.memory_bytes,
)
== machine_hash,
)
)
def test_get_talk_by_hashed_uid(models, talk_preference):
from sqlalchemy import func
assert models.TalkPreference.query.filter(func.encode(func.digest(func.text(models.TalkPreference.uid), 'sha256'), 'hex') == talk_preference.hashed_uid).one() == talk_preference