def benchmark_create_update_fetch():
path, archive_list, tear_down = set_up_create()
# start timer
start_time = time.clock()
for i in range(100):
whisper.create(path, archive_list)
seconds_ago = 3500
current_value = 0.5
increment = 0.2
now = time.time()
# file_update closes the file so we have to reopen every time
for i in range(seconds_ago):
whisper.update(path, current_value, now - seconds_ago + i)
current_value += increment
from_time = now - seconds_ago
until_time = from_time + 1000
whisper.fetch(path, from_time, until_time)
tear_down()
# end timer
end_time = time.clock()
elapsed_time = end_time - start_time
print "Executed 100 iterations in %ss (%i ns/op)" % (
elapsed_time, (elapsed_time * 1000 * 1000 * 1000) / 100)
def waterlevel(db_name):
"""Reduce alert frequency after initial alert, reset on all-clear"""
(times, fail_buffer) = whisper.fetch(db_name, 315550800)
if fail_buffer.count(1) > 2:
new_whisper_db_name = db_name + '.wsp2'
whisper.create(new_whisper_db_name, FOLLOWUP, aggregationMethod='last')
whisper.update(new_whisper_db_name, 1)
os.rename(new_whisper_db_name, db_name)
for admin in sys.argv[2:]:
os.system('mail -s "' + sys.argv[1] + '" ' + admin + '</dev/null')
if fail_buffer.count(1) == 0:
if whisper.info(
db_name)['archives'][0]['secondsPerPoint'] == FOLLOWUP[0][0]:
new_whisper_db_name = db_name + '.wsp2'
whisper.create(new_whisper_db_name,
RETAINER,
aggregationMethod='last')
whisper.update(new_whisper_db_name, 0)
os.rename(new_whisper_db_name, db_name)
for admin in sys.argv[2:]:
os.system('mail -s "' + sys.argv[1] + '" ' + admin +
'</dev/null')
return (0)
def populate_data(self):
self.db = os.path.join(settings.WHISPER_DIR, 'test.wsp')
whisper.create(self.db, [(1, 60)])
ts = int(time.time())
for i, value in enumerate(reversed(self._test_data)):
whisper.update(self.db, value, ts - i)
self.ts = ts
def benchmark_create_update_fetch(): path, archive_list, tear_down = set_up_create() # start timer start_time = time.clock() for i in range(100): whisper.create(path, archive_list) seconds_ago = 3500 current_value = 0.5 increment = 0.2 now = time.time() # file_update closes the file so we have to reopen every time for i in range(seconds_ago): whisper.update(path, current_value, now - seconds_ago + i) current_value += increment from_time = now - seconds_ago until_time = from_time + 1000 whisper.fetch(path, from_time, until_time) tear_down() # end timer end_time = time.clock() elapsed_time = end_time - start_time print "Executed 100 iterations in %ss (%i ns/op)" % (elapsed_time, (elapsed_time * 1000 * 1000 * 1000) / 100)
def _populate_data(self):
self.db = os.path.join(settings.WHISPER_DIR, 'test.wsp')
whisper.create(self.db, [(1, 60)])
ts = int(time.time())
for i, value in enumerate(reversed(self._test_data)):
whisper.update(self.db, value, ts - i)
self.ts = ts
def save(self, value, timestamp, lenient=False):
logger.debug("Saving %s: %f" % (self.name, value))
try:
whisper.update(self.path, value, timestamp)
except whisper.TimestampNotCovered as exc:
# The timestamp we were given is either "in the future" (perhaps
# because our own clock is delayed) or "before the time the
# database remembers". If we're willing to fudge the timestamp,
# check whether the difference is less than the configured
# epsilon for clock drift. If it is, then try saving the value
# again using a timestamp from one second earlier than reported.
# If that's still not accepted, a new (unhandled) TimestampNot-
# Covered exception will be raised for the caller to handle.
statsd.incr('error.timestampnotcovered')
if lenient:
delta = timestamp - time.time() # in seconds
statsd.timing('timestamp_drift', delta * 1000) # report in ms
if abs(delta) < settings.drift_epsilon:
# Ensure lenient is set to False for the next attempt so
# that we don't end up in a loop
self.save(value, timestamp-1, lenient=False)
# Report only successful lenient saves
statsd.incr('lenient_save')
else:
raise
def record_metering_data(self, data):
record = copy.deepcopy(data)
timestamp = record["timestamp"].replace(second=0, microsecond=0)
timestamp = int((timestamp - datetime.datetime(1970, 1, 1)).total_seconds())
value = float(record["counter_volume"])
record_path = (
env_variables["whisper_path"] + data["resource_id"] + "_" + data["counter_name"].replace(".", "_") + ".wsp"
)
# if not os.path.isdir(os.path.dirname(record_path)):
# os.makedirs(os.path.dirname(record_path))
if not os.path.isfile(record_path):
whisper.create(record_path, archieve_list)
whisper.update(record_path, value, timestamp)
# add resource & meter to sqlite db
conn = sqlite3.connect(env_variables["sql_db_path"])
c = conn.cursor()
c.execute("select count(*) from resources where resource_id=?", (data["resource_id"],))
r = c.fetchone()[0]
if r == 0:
c.execute(
"insert into resources (resource_id, user_id, project_id, source_id, resource_metadata)"
+ "values (?,?,?,?,?)",
(
data["resource_id"],
data["user_id"],
data["project_id"],
data["source"],
json.dumps(data["resource_metadata"]),
),
)
c.execute(
"select count(*) from meters where name=? and resource_id=?", (data["counter_name"], data["resource_id"])
)
r = c.fetchone()[0]
if r == 0:
c.execute(
"insert into meters (name, type, unit, resource_id, project_id, user_id, source)"
+ "values (?,?,?,?,?,?,?)",
(
data["counter_name"],
data["counter_type"],
data["counter_unit"],
data["resource_id"],
data["project_id"],
data["user_id"],
data["source"],
),
)
conn.commit()
conn.close()
def store(file, data): print "store" import whisper try: whisper.create(file, [(1,60*60*24), (10, 60*60*24), (60, 60*60*24*30) ]) except: pass print "update" whisper.update(file, data)
def _write_data(self, hostID, plugin, data_json):
# For each plugin
if plugin == None:
return False
data = self.jsonToPython(data_json)
data_timestamp = data.get('TimeStamp')
# TODO dont write data if no infos
# Get data_path
data_path = self._redis_connexion.redis_hget("WSP_PATH", hostID)
if data_path is None:
return False
wspPath = '%s/%s' % (data_path, plugin)
for ds_name, value in data.get("Values", {}).iteritems():
ds_path = '%s/%s.wsp' % (wspPath, ds_name)
# Create wsp file - config wsp here
if not os.path.isfile(ds_path):
self._logger.warning("writewsp host : %s Create wsp file : %s"
% (hostID, ds_path))
# Create directory
if not os.path.exists(wspPath):
try:
os.makedirs(wspPath)
self._logger.info("writewsp host : %s make directory : %s"
% (hostID, wspPath))
except OSError:
self._logger.error("writewsp host : %s can't make directory : %s"
% (hostID, wspPath))
continue
try:
whisper.create(ds_path,
[(60, 1440), # --- Daily (1 Minute Average)
(300, 2016), # --- Weekly (5 Minute Average)
(600, 4608), # --- Monthly (10 Min Average)
(3600, 8784)]) # --- Yearly (1 Hour Average)
except Exception as e:
self._logger.error("writewsp host : %s Create wsp Error %s"
% (hostID, str(e)))
continue
# Update whisper
try:
self._logger.debug("writewsp host : %s Update wsp "
"Timestamp %s For value %s in file %s"
% (hostID, data_timestamp, value, ds_path))
whisper.update(ds_path, str(value), str(data_timestamp) )
except Exception as e:
self._logger.error("writewsp host : %s Update Error %s - %s"
% (hostID, ds_path, e))
continue
self._dataNumber += 1
return True
def test_01_add_point(self):
"""
Add a point and check the created time range.
"""
now = int(time.time())
whisper.update(FILENAME, 1234, timestamp=now)
(fromInterval, toInterval, step), points = whisper.fetch(FILENAME, 0, None)
now = now - (now % 60)
# The upper bound is (roughly) 'now'.
self.assertEqual(toInterval, now + SECONDS_PER_POINT)
# The lower bound is (roughly) now minus the covered time.
self.assertEqual(fromInterval, now - (NUMBER_OF_POINTS - 1) * SECONDS_PER_POINT)
def _update(self, datapoints):
"""
This method store in the datapoints in the current database.
:datapoints: is a list of tupple with the epoch timestamp and value
[(1368977629,10)]
"""
if len(datapoints) == 1:
timestamp, value = datapoints[0]
whisper.update(self.path, value, timestamp)
else:
whisper.update_many(self.path, datapoints)
def _update(self, datapoints):
"""
This method store in the datapoints in the current database.
:datapoints: is a list of tupple with the epoch timestamp and value
[(1368977629,10)]
"""
if len(datapoints) == 1:
timestamp, value = datapoints[0]
whisper.update(self.path, value, timestamp)
else:
whisper.update_many(self.path, datapoints)
def update(path, datapoints):
nrOfPoints = len(datapoints),
if nrOfPoints == 1:
(timestamp, value) = datapoints[0]
timestamp = timegm(timestamp.timetuple())
whisper.update(path, value, timestamp)
elif nrOfPoints > 1:
whisper.update_many(path + '.wsp', [
(timegm(t.timetuple()), v) for (t,v) in datapoints])
else:
raise Exception("No Datapoint given")
return True
def update(self, metric, dataline):
data = dataline.split()
metric = os.path.join(self.root, metric)
metric += '.wsp'
if not os.path.exists(metric):
# create this database
mkdirs(os.path.dirname(metric))
whisper.create(metric, [(METRIC_SEC_PER_POINT, METRIC_POINTS_TO_STORE)])
value = float(data[0])
timestamp = float(data[1])
whisper.update(metric, value, timestamp)
def create_whisper_hosts(self, ts=None):
worker1 = self.hostcpu.replace('hostname', 'worker1')
worker2 = self.hostcpu.replace('hostname', 'worker2')
try:
os.makedirs(worker1.replace('cpu.wsp', ''))
os.makedirs(worker2.replace('cpu.wsp', ''))
except OSError:
pass
whisper.create(worker1, [(1, 60)])
whisper.create(worker2, [(1, 60)])
ts = ts or int(time.time())
whisper.update(worker1, 1, ts)
whisper.update(worker2, 2, ts)
def create_whisper_hosts(self, ts=None):
worker1 = self.hostcpu.replace('hostname', 'worker1')
worker2 = self.hostcpu.replace('hostname', 'worker2')
try:
os.makedirs(worker1.replace('cpu.wsp', ''))
os.makedirs(worker2.replace('cpu.wsp', ''))
except OSError:
pass
whisper.create(worker1, [(1, 60)])
whisper.create(worker2, [(1, 60)])
ts = ts or int(time.time())
whisper.update(worker1, 1, ts)
whisper.update(worker2, 2, ts)
def test_diff(self):
testdb = "test-%s" % self.filename
now = time.time()
whisper.create(testdb, self.retention)
whisper.create(self.filename, self.retention)
whisper.update(testdb, 1.0, now)
whisper.update(self.filename, 2.0, now)
results = whisper.diff(testdb, self.filename)
self._remove(testdb)
expected = [(0, [(int(now), 1.0, 2.0)], 1), (1, [], 0)]
self.assertEqual(results, expected)
def test_diff(self):
testdb = "test-%s" % self.filename
now = time.time()
whisper.create(testdb, self.retention)
whisper.create(self.filename, self.retention)
whisper.update(testdb, 1.0, now)
whisper.update(self.filename, 2.0, now)
results = whisper.diff(testdb, self.filename)
self._remove(testdb)
expected = [(0, [(int(now), 1.0, 2.0)], 1), (1, [], 0)]
self.assertEqual(results, expected)
def test_file_diff(self):
testdb = "test-%s" % self.filename
now = time.time()
whisper.create(testdb, self.retention)
whisper.create(self.filename, self.retention)
whisper.update(testdb, 1.0, now)
whisper.update(self.filename, 2.0, now)
# Merging 2 archives with different retentions should fail
with open(testdb, 'rb') as fh_1:
with open(self.filename, 'rb+') as fh_2:
results = whisper.file_diff(fh_1, fh_2)
self._remove(testdb)
expected = [(0, [(int(now), 1.0, 2.0)], 1), (1, [], 0)]
self.assertEqual(results, expected)
def test_file_diff(self):
testdb = "test-%s" % self.filename
now = time.time()
whisper.create(testdb, self.retention)
whisper.create(self.filename, self.retention)
whisper.update(testdb, 1.0, now)
whisper.update(self.filename, 2.0, now)
# Merging 2 archives with different retentions should fail
with open(testdb, 'rb') as fh_1:
with open(self.filename, 'rb+') as fh_2:
results = whisper.file_diff(fh_1, fh_2)
self._remove(testdb)
expected = [(0, [(int(now), 1.0, 2.0)], 1), (1, [], 0)]
self.assertEqual(results, expected)
def _update(self, wsp=None, schema=None, sparse=False, useFallocate=False):
wsp = wsp or self.filename
schema = schema or [(1, 20)]
num_data_points = 20
# create sample data
whisper.create(wsp, schema, sparse=sparse, useFallocate=useFallocate)
tn = time.time() - num_data_points
data = []
for i in range(num_data_points):
data.append((tn + 1 + i, random.random() * 10))
# test single update
whisper.update(wsp, data[0][1], data[0][0])
# test multi update
whisper.update_many(wsp, data[1:])
return data
def _update(self, wsp=None, schema=None):
wsp = wsp or self.db
schema = schema or [(1, 20)]
num_data_points = 20
whisper.create(wsp, schema)
# create sample data
tn = time.time() - num_data_points
data = []
for i in range(num_data_points):
data.append((tn + 1 + i, random.random() * 10))
# test single update
whisper.update(wsp, data[0][1], data[0][0])
# test multi update
whisper.update_many(wsp, data[1:])
return data
def create_whisper_hosts(self):
worker1 = self.hostcpu.replace('hostname', 'worker1')
worker2 = self.hostcpu.replace('hostname', 'worker2')
bogus_file = os.path.join(settings.WHISPER_DIR, 'a/b/c/bogus_file.txt')
try:
os.makedirs(worker1.replace('cpu.wsp', ''))
os.makedirs(worker2.replace('cpu.wsp', ''))
os.makedirs(bogus_file.replace('bogus_file.txt', ''))
except OSError:
pass
open(bogus_file, 'a').close()
whisper.create(worker1, [(1, 60)])
whisper.create(worker2, [(1, 60)])
ts = int(time.time())
whisper.update(worker1, 1, ts)
whisper.update(worker2, 2, ts)
def create_whisper_hosts(self):
self.start_ts = int(time.time())
try:
os.makedirs(self.worker1.replace('cpu.wsp', ''))
os.makedirs(self.worker2.replace('cpu.wsp', ''))
os.makedirs(self.worker3.replace('cpu.wsp', ''))
os.makedirs(self.worker4.replace('cpu.wsp.gz', ''))
except OSError:
pass
whisper.create(self.worker1, [(1, 60)])
whisper.create(self.worker2, [(1, 60)])
open(self.worker3, 'a').close()
whisper.update(self.worker1, 1, self.start_ts)
whisper.update(self.worker2, 2, self.start_ts)
with open(self.worker1, 'rb') as f_in, gzip.open(self.worker4, 'wb') as f_out:
shutil.copyfileobj(f_in, f_out)
def waterlevel(db_name):
"""Reduce alert frequency after initial alert, reset on all-clear"""
(times, fail_buffer) = whisper.fetch(db_name, 315550800)
if fail_buffer.count(1) > 2:
# Roll DB-over to 'FOLLOWUP_RETAINER'
new_whisper_db_name = db_name + '.wsp2'
whisper.create(new_whisper_db_name,
FOLLOWUP_RETAINER,
aggregationMethod='last')
whisper.update(new_whisper_db_name, 1)
os.rename(new_whisper_db_name, db_name)
return (1)
if fail_buffer.count(1) == 0:
new_whisper_db_name = db_name + '.wsp2'
whisper.create(new_whisper_db_name, RETAINER, aggregationMethod='last')
whisper.update(new_whisper_db_name, 0)
return (0)
def _update(self, wsp=None, schema=None):
wsp = wsp or self.filename
schema = schema or [(1, 20)]
num_data_points = 20
# create sample data
whisper.create(wsp, schema)
tn = time.time() - num_data_points
data = []
for i in range(num_data_points):
data.append((tn + 1 + i, random.random() * 10))
# test single update
whisper.update(wsp, data[0][1], data[0][0])
# test multi update
whisper.update_many(wsp, data[1:])
return data
def create_whisper_hosts(self):
self.start_ts = int(time.time())
try:
os.makedirs(self.worker1.replace('cpu.wsp', ''))
os.makedirs(self.worker2.replace('cpu.wsp', ''))
os.makedirs(self.worker3.replace('cpu.wsp', ''))
os.makedirs(self.worker4.replace('cpu.wsp.gz', ''))
except OSError:
pass
whisper.create(self.worker1, [(1, 60)])
whisper.create(self.worker2, [(1, 60)])
open(self.worker3, 'a').close()
whisper.update(self.worker1, 1, self.start_ts)
whisper.update(self.worker2, 2, self.start_ts)
with open(self.worker1, 'rb') as f_in, gzip.open(self.worker4, 'wb') as f_out:
shutil.copyfileobj(f_in, f_out)
def create_whisper_hosts(self):
worker1 = self.hostcpu.replace('hostname', 'worker1')
worker2 = self.hostcpu.replace('hostname', 'worker2')
bogus_file = os.path.join(settings.WHISPER_DIR, 'a/b/c/bogus_file.txt')
try:
os.makedirs(worker1.replace('cpu.wsp', ''))
os.makedirs(worker2.replace('cpu.wsp', ''))
os.makedirs(bogus_file.replace('bogus_file.txt', ''))
except OSError:
pass
open(bogus_file, 'a').close()
whisper.create(worker1, [(1, 60)])
whisper.create(worker2, [(1, 60)])
ts = int(time.time())
whisper.update(worker1, 1, ts)
whisper.update(worker2, 2, ts)
def test_render_view(self):
url = reverse('graphite.render.views.renderView')
response = self.client.get(url, {'target': 'test', 'format': 'json'})
self.assertEqual(json.loads(response.content), [])
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {'target': 'test'})
self.assertEqual(response['Content-Type'], 'image/png')
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
self.addCleanup(self.wipe_whisper)
whisper.create(self.db, [(1, 60)])
ts = int(time.time())
whisper.update(self.db, 0.5, ts - 2)
whisper.update(self.db, 0.4, ts - 1)
whisper.update(self.db, 0.6, ts)
response = self.client.get(url, {'target': 'test', 'format': 'json'})
data = json.loads(response.content)
end = data[0]['datapoints'][-4:]
self.assertEqual(
end, [[None, ts - 3], [0.5, ts - 2], [0.4, ts - 1], [0.6, ts]])
def test_update_single_archive(self):
"""
Update with a single leveled archive
"""
retention_schema = [(1, 20)]
data = self._update(schema=retention_schema)
# fetch the data
fetch = whisper.fetch(self.filename, 0) # all data
fetch_data = fetch[1]
for i, (timestamp, value) in enumerate(data):
# is value in the fetched data?
self.assertEqual(value, fetch_data[i])
# check TimestampNotCovered
with AssertRaisesException(
whisper.TimestampNotCovered(
'Timestamp not covered by any archives in this database.')):
# in the futur
whisper.update(self.filename, 1.337, time.time() + 1)
with AssertRaisesException(
whisper.TimestampNotCovered(
'Timestamp not covered by any archives in this database.')):
# before the past
whisper.update(self.filename, 1.337, time.time() - retention_schema[0][1] - 1)
# When no timestamp is passed in, it should use the current time
original_lock = whisper.LOCK
whisper.LOCK = True
whisper.update(self.filename, 3.7337, None)
fetched = whisper.fetch(self.filename, 0)[1]
self.assertEqual(fetched[-1], 3.7337)
whisper.LOCK = original_lock
def test_render_view(self):
url = reverse('graphite.render.views.renderView')
response = self.client.get(url, {'target': 'test', 'format': 'json'})
self.assertEqual(json.loads(response.content), [])
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {'target': 'test'})
self.assertEqual(response['Content-Type'], 'image/png')
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
self.addCleanup(self.wipe_whisper)
whisper.create(self.db, [(1, 60)])
ts = int(time.time())
whisper.update(self.db, 0.5, ts - 2)
whisper.update(self.db, 0.4, ts - 1)
whisper.update(self.db, 0.6, ts)
response = self.client.get(url, {'target': 'test', 'format': 'json'})
data = json.loads(response.content)
end = data[0]['datapoints'][-4:]
self.assertEqual(
end, [[None, ts - 3], [0.5, ts - 2], [0.4, ts - 1], [0.6, ts]])
def test_update_single_archive(self):
"""
Update with a single leveled archive
"""
retention_schema = [(1, 20)]
data = self._update(schema=retention_schema)
# fetch the data
fetch = whisper.fetch(self.filename, 0) # all data
fetch_data = fetch[1]
for i, (timestamp, value) in enumerate(data):
# is value in the fetched data?
self.assertEqual(value, fetch_data[i])
# check TimestampNotCovered
with AssertRaisesException(
whisper.TimestampNotCovered(
'Timestamp not covered by any archives in this database.')):
# in the futur
whisper.update(self.filename, 1.337, time.time() + 1)
with AssertRaisesException(
whisper.TimestampNotCovered(
'Timestamp not covered by any archives in this database.')):
# before the past
whisper.update(self.filename, 1.337, time.time() - retention_schema[0][1] - 1)
# When no timestamp is passed in, it should use the current time
original_lock = whisper.LOCK
whisper.LOCK = True
whisper.update(self.filename, 3.7337, None)
fetched = whisper.fetch(self.filename, 0)[1]
self.assertEqual(fetched[-1], 3.7337)
whisper.LOCK = original_lock
def _update(self, wsp=None, schema=None, sparse=False, useFallocate=False):
wsp = wsp or self.filename
schema = schema or [(1, 20)]
num_data_points = 20
# create sample data
self.addCleanup(self._remove, wsp)
whisper.create(wsp, schema, sparse=sparse, useFallocate=useFallocate)
tn = int(time.time()) - num_data_points
data = []
for i in range(num_data_points):
data.append((tn + 1 + i, random.random() * 10))
# test single update
whisper.update(wsp, data[0][1], data[0][0])
# test multi update
whisper.update_many(wsp, data[1:])
return data
def test_update_single_archive(self):
"""Update with a single leveled archive"""
retention_schema = [(1, 20)]
data = self._update(schema=retention_schema)
# fetch the data
fetch = whisper.fetch(self.db, 0) # all data
fetch_data = fetch[1]
for i, (timestamp, value) in enumerate(data):
# is value in the fetched data?
self.assertEqual(value, fetch_data[i])
# check TimestampNotCovered
with self.assertRaises(whisper.TimestampNotCovered):
# in the future
whisper.update(self.db, 1.337, time.time() + 1)
with self.assertRaises(whisper.TimestampNotCovered):
# before the past
whisper.update(self.db, 1.337,
time.time() - retention_schema[0][1] - 1)
self._removedb()
def test_update_single_archive(self):
"""Update with a single leveled archive"""
retention_schema = [(1, 20)]
data = self._update(schema=retention_schema)
# fetch the data
fetch = whisper.fetch(self.db, 0) # all data
fetch_data = fetch[1]
for i, (timestamp, value) in enumerate(data):
# is value in the fetched data?
self.assertEqual(value, fetch_data[i])
# check TimestampNotCovered
with self.assertRaises(whisper.TimestampNotCovered):
# in the future
whisper.update(self.db, 1.337, time.time() + 1)
with self.assertRaises(whisper.TimestampNotCovered):
# before the past
whisper.update(self.db, 1.337,
time.time() - retention_schema[0][1] - 1)
self._removedb()
def print_ipv6_event(cpu, data, size):
event = ct.cast(data, ct.POINTER(Data_ipv6)).contents
global start_ts
# if args.time:
# if args.csv:
# print("%s," % strftime("%H:%M:%S"), end="")
# else:
# print("%-8s " % strftime("%H:%M:%S"), end="")
# if args.timestamp:
# if start_ts == 0:
# start_ts = event.ts_us
# delta_s = (float(event.ts_us) - start_ts) / 1000000
# if args.csv:
# print("%.6f," % delta_s, end="")
# else:
# print("%-9.6f " % delta_s, end="")
# print(format_string % (event.pid, event.task.decode(),
# "6" if args.wide or args.csv else "",
# "",
# inet_ntop(AF_INET6, event.saddr), event.ports >> 32,
# inet_ntop(AF_INET6, event.daddr), event.ports & 0xffffffff,
# event.tx_b / 1024, event.rx_b / 1024, float(event.span_us) / 1000))
whisper.update("DB/Latency", float(event.span_us) / 1000)
def pinger(hostname):
"""Get host ssh-connectivity, record in whisperDB"""
whisper_db_name = whisper_db_dir + hostname + '.wsp'
if not os.path.exists(whisper_db_name):
whisper.create(whisper_db_name, RETAINER, aggregationMethod='last')
client = paramiko.SSHClient()
client.load_system_host_keys()
client.set_missing_host_key_policy(paramiko.AutoAddPolicy())
try:
client.connect(hostname, timeout=10)
whisper.update(whisper_db_name, 0)
waterlevel(whisper_db_name)
except Exception as e:
if str(e) == "timed out":
whisper.update(whisper_db_name, 1)
sys.exit(waterlevel(whisper_db_name))
def test_diff_with_empty(self):
testdb = "test-%s" % self.filename
now = time.time()
self.addCleanup(self._remove, testdb)
whisper.create(testdb, self.retention)
whisper.create(self.filename, self.retention)
whisper.update(testdb, 1.0, now)
whisper.update(self.filename, 2.0, now)
# Purposefully insert nulls to strip out
previous = now - self.retention[0][0]
whisper.update(testdb, float('NaN'), previous)
results = whisper.diff(testdb, self.filename, ignore_empty=True)
self.assertEqual(
results,
[(0, [(int(now), 1.0, 2.0)], 1), (1, [], 0)],
)
results_empties = whisper.diff(testdb,
self.filename,
ignore_empty=False)
expected = [(0, [(int(previous), float('NaN'), None),
(int(now), 1.0, 2.0)], 2), (1, [], 0)]
# Stupidly, float('NaN') != float('NaN'), so assert that the
# repr() results are the same :/
#
# See this thread:
# https://mail.python.org/pipermail/python-ideas/2010-March/006945.html
self.assertEqual(
repr(results_empties),
repr(expected),
)
# Since the above test is somewhat of a sham, ensure that there
# is a nan where there should be.
self.assertTrue(math.isnan(results_empties[0][1][0][1]))
def test_diff_with_empty(self):
testdb = "test-%s" % self.filename
now = time.time()
self.addCleanup(self._remove, testdb)
whisper.create(testdb, self.retention)
whisper.create(self.filename, self.retention)
whisper.update(testdb, 1.0, now)
whisper.update(self.filename, 2.0, now)
# Purposefully insert nulls to strip out
previous = now - self.retention[0][0]
whisper.update(testdb, float('NaN'), previous)
results = whisper.diff(testdb, self.filename, ignore_empty=True)
self.assertEqual(
results,
[(0, [(int(now), 1.0, 2.0)], 1), (1, [], 0)],
)
results_empties = whisper.diff(testdb, self.filename, ignore_empty=False)
expected = [(0, [(int(previous), float('NaN'), None), (int(now), 1.0, 2.0)], 2), (1, [], 0)]
# Stupidly, float('NaN') != float('NaN'), so assert that the
# repr() results are the same :/
#
# See this thread:
# https://mail.python.org/pipermail/python-ideas/2010-March/006945.html
self.assertEqual(
repr(results_empties),
repr(expected),
)
# Since the above test is somewhat of a sham, ensure that there
# is a nan where there should be.
self.assertTrue(
math.isnan(results_empties[0][1][0][1])
)
def test_render_view(self):
url = '/render'
response = self.app.get(url, query_string={'target': 'test',
'format': 'json'})
self.assertEqual(json.loads(response.data.decode('utf-8')), [])
response = self.app.get(url, query_string={'target': 'test'})
self.assertEqual(response.headers['Content-Type'], 'image/png')
whisper.create(self.db, [(1, 60)])
ts = int(time.time())
whisper.update(self.db, 0.5, ts - 2)
whisper.update(self.db, 0.4, ts - 1)
whisper.update(self.db, 0.6, ts)
response = self.app.get(url, query_string={'target': 'test',
'format': 'json'})
data = json.loads(response.data.decode('utf-8'))
end = data[0]['datapoints'][-4:]
self.assertEqual(
end, [[None, ts - 3], [0.5, ts - 2], [0.4, ts - 1], [0.6, ts]])
response = self.app.get(url, query_string={'target': 'test',
'maxDataPoints': 2,
'format': 'json'})
data = json.loads(response.data.decode('utf-8'))
# 1 is a time race cond
self.assertTrue(len(data[0]['datapoints']) in [1, 2])
response = self.app.get(url, query_string={'target': 'test',
'maxDataPoints': 200,
'format': 'json'})
data = json.loads(response.data.decode('utf-8'))
self.assertEqual(len(data[0]['datapoints']), 60)
new_whisper_db_name = db_name + '.wsp2'
whisper.create(new_whisper_db_name,
RETAINER,
aggregationMethod='last')
whisper.update(new_whisper_db_name, 0)
os.rename(new_whisper_db_name, db_name)
for admin in sys.argv[2:]:
os.system('mail -s "' + sys.argv[1] + '" ' + admin +
'</dev/null')
return (0)
whisper_db_dir = '/var/tmp/whisperDB/'
whisper_db_name = str(whisper_db_dir + base64.b64encode(sys.argv[1]) + '.wsp')
if not os.path.exists(whisper_db_dir):
os.path.mkdir(whisper_db_dir)
if not os.path.exists(whisper_db_name):
whisper.create(whisper_db_name, RETAINER, aggregationMethod='last')
if os.path.basename(sys.argv[0]) == "tinear.ok":
whisper.update(whisper_db_name, 0)
if os.path.basename(sys.argv[0]) == "tinear.nok":
whisper.update(whisper_db_name, 1)
waterlevel(whisper_db_name)
def update(self, filename, time, value):
if value is None:
return
whisper.update(filename, value, time)
def flush_data(self, schema):
self.log.debug('Flushing data for schema {}'.format(schema))
offset_to_return = None
while True:
#
# Start with the oldest minute_boundary value, since it's possible
# that we're catching up
#
sorted_boundaries = sorted(self.events[schema].keys())
if len(sorted_boundaries) == 0:
self.log.info('No data to process')
return offset_to_return
oldest_boundary = sorted_boundaries[0]
newest_boundary = sorted_boundaries[-1]
#
# We don't want to flush the data that we've accumulated if there's a
# chance that we might still get data in one of the relevant windows.
#
# We're (relatively) naively assuming that UPDATE_INTERVAL is enough
# time to wait for any lagged messages, so we want to be sure that
# it's been at least UPDATE_INTERVAL + WINDOW_SPAN since the oldest
# boundary.
#
if (oldest_boundary + WINDOW_SPAN + UPDATE_INTERVAL) > newest_boundary or \
(oldest_boundary + WINDOW_SPAN + UPDATE_INTERVAL) > time.time():
self.log.debug(
'All windows with sufficient data have been processed')
self.log.debug(
'Returning last offset {}'.format(offset_to_return))
return offset_to_return
#
# If we get here, we know that we have at least one window that can be
# processed.
#
# Start by creating a list of the timestamps that are within the current
# window.
#
boundaries_to_consider = [
boundary for boundary in sorted_boundaries
if boundary < (oldest_boundary + WINDOW_SPAN)
]
self.log.info('[{}] Processing events in boundaries [{}]'.format(
schema, boundaries_to_consider))
# Make a dict of the metrics that have samples within this window, and
# put all of the collected samples into a list. Don't assume that every
# metric present in the window is in the first boundary.
metrics_with_samples = {}
for boundary in boundaries_to_consider:
for metric in self.events[schema][boundary]:
if metric not in metrics_with_samples:
metrics_with_samples[metric] = []
metrics_with_samples[metric].extend(
self.events[schema][boundary][metric])
# Get the median for each metric and write:
for metric, values in metrics_with_samples.items():
median_value = self.median(values)
if self.args.dry_run:
self.log.info('[{}] [{}] {}'.format(
metric, oldest_boundary + WINDOW_SPAN, median_value))
# If this is a dry run, we don't want to actually commit, but
self.log.debug(
'[{}] Dry run, so not actually committing to offset {}'
.format(schema, self.offsets[schema][oldest_boundary]))
offset_to_return = None
else:
whisper.update(self.get_whisper_file(metric),
median_value,
timestamp=oldest_boundary + WINDOW_SPAN)
#
# Return the highest offset from the oldest boundary, and then
# delete the oldest boundary from the events and offsets dicts
#
offset_to_return = None if self.args.dry_run else self.offsets[
schema][oldest_boundary]
del self.events[schema][oldest_boundary]
del self.offsets[schema][oldest_boundary]
# Set the oldest_boundary value to the next oldest boundary
self.oldest_boundary[schema] = sorted_boundaries[1]
return offset_to_return
(options, args) = option_parser.parse_args()
if len(args) != 2:
option_parser.print_usage()
sys.exit(1)
path1 = args[0]
path2 = args[1]
bakfile = path2 + '.bak'
shutil.copy2(path2, bakfile)
print "created backup file %s" % (bakfile)
from_time = int(options._from)
until_time = int(options.until)
(timeInfo, values) = whisper.fetch(path1, from_time, until_time)
(start, end, step) = timeInfo
t = start
for value in values:
timestr = str(t)
if value is None:
next
else:
valuestr = "%f" % value
datapoints = [timestr, valuestr]
whisper.update(path2, valuestr, timestr)
t += step
def test_render_view(self):
url = reverse('graphite.render.views.renderView')
response = self.client.get(url, {'target': 'test', 'format': 'raw'})
self.assertEqual(response.content, "")
self.assertEqual(response['Content-Type'], 'text/plain')
response = self.client.get(url, {'target': 'test', 'format': 'json'})
self.assertEqual(json.loads(response.content), [])
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {'target': 'test'})
self.assertEqual(response['Content-Type'], 'image/png')
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {
'target': 'test',
'format': 'dygraph'
})
self.assertEqual(json.loads(response.content), {})
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {
'target': 'test',
'format': 'rickshaw'
})
self.assertEqual(json.loads(response.content), [])
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
self.addCleanup(self.wipe_whisper)
whisper.create(self.db, [(1, 60)])
ts = int(time.time())
whisper.update(self.db, 0.1234567890123456789012, ts - 5)
whisper.update(self.db, 0.4, ts - 4)
whisper.update(self.db, 0.6, ts - 3)
whisper.update(self.db, float('inf'), ts - 2)
whisper.update(self.db, float('-inf'), ts - 1)
whisper.update(self.db, float('nan'), ts)
response = self.client.get(url, {'target': 'test', 'format': 'raw'})
raw_data = ("None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,"
"0.12345678901234568,0.4,0.6,inf,-inf,nan")
raw_response = "test,%d,%d,1|%s\n" % (ts - 59, ts + 1, raw_data)
self.assertEqual(response.content, raw_response)
response = self.client.get(url, {'target': 'test', 'format': 'json'})
self.assertIn('[1e9999, ' + str(ts - 2) + ']', response.content)
self.assertIn('[-1e9999, ' + str(ts - 1) + ']', response.content)
data = json.loads(response.content)
end = data[0]['datapoints'][-7:]
self.assertEqual(end,
[[None, ts - 6], [0.12345678901234568, ts - 5],
[0.4, ts - 4], [0.6, ts - 3], [float('inf'), ts - 2],
[float('-inf'), ts - 1], [None, ts]])
response = self.client.get(url, {
'target': 'test',
'format': 'dygraph'
})
self.assertIn('[' + str((ts - 2) * 1000) + ', Infinity]',
response.content)
self.assertIn('[' + str((ts - 1) * 1000) + ', -Infinity]',
response.content)
data = json.loads(response.content)
end = data['data'][-7:]
self.assertEqual(end, [[
(ts - 6) * 1000, None
], [(ts - 5) * 1000, 0.123456789012], [
(ts - 4) * 1000, 0.4
], [(ts - 3) * 1000, 0.6], [
(ts - 2) * 1000, float('inf')
], [(ts - 1) * 1000, float('-inf')], [ts * 1000, None]])
response = self.client.get(url, {
'target': 'test',
'format': 'rickshaw'
})
data = json.loads(response.content)
end = data[0]['datapoints'][-7:-1]
self.assertEqual(end, [{
'x': ts - 6,
'y': None
}, {
'x': ts - 5,
'y': 0.12345678901234568
}, {
'x': ts - 4,
'y': 0.4
}, {
'x': ts - 3,
'y': 0.6
}, {
'x': ts - 2,
'y': float('inf')
}, {
'x': ts - 1,
'y': float('-inf')
}])
last = data[0]['datapoints'][-1]
self.assertEqual(last['x'], ts)
self.assertTrue(math.isnan(last['y']))
skip_count = 0
stime = time.time()
for doc in db.meter.find().limit(max_doc_count).skip(skip_count):
rate = (i * 100) / count
record_path = "New_Migrated_data_from_MongoDB/" + doc['resource_id'] + "_" + doc['counter_name'].replace('.',
'_') + ".wsp"
if not os.path.isdir(os.path.dirname(record_path)):
os.makedirs(os.path.dirname(record_path))
if not os.path.isfile(record_path):
whisper.create(record_path, archive_list)
whisper.update(record_path, doc['counter_volume'], int(doc['timestamp'].strftime("%s")))
if not doc['resource_id'] in resource_list:
resource_list.append(doc['resource_id'])
rs = c.execute(
"insert into resources(resource_id, user_id, project_id, source_id, resource_metadata) values(?,?,?,?,?)",
(
doc['resource_id'], doc['user_id'], doc['project_id'], doc['source'], json.dumps(doc['resource_metadata'])))
if not doc['counter_name'] in meter_list:
meter_list.append(doc['counter_name'])
rs = c.execute(
"insert into meters (name, type, unit) values (?,?,?)",
(doc['counter_name'], doc['counter_type'], doc['counter_unit']))
sys.stdout.write("\r%f%% metric value has been migrated." % rate)
def insertReading(uuid, value, timestamp=None):
dataFile = os.path.join(WHISPER_DATA,str(uuid) + ".wsp")
try:
whisper.update(dataFile, value, timestamp)
except whisper.WhisperException, exc:
raise SystemExit('[ERROR] %s' % str(exc))
def _addvalue(self, worker, stat, time, value, aggmethod='average'):
path = os.path.join(self.path, "%s.%s.db" % (worker, stat))
if not os.path.exists(path):
whisper.create(path, RETENTION, aggregationMethod=aggmethod)
whisper.update(path, value, time)
# Ignore SIGPIPE
signal.signal(signal.SIGPIPE, signal.SIG_DFL)
now = int(time.time())
option_parser = optparse.OptionParser(
usage='''%prog [options] path timestamp:value [timestamp:value]*''')
(options, args) = option_parser.parse_args()
if len(args) < 2:
option_parser.print_help()
sys.exit(1)
path = args[0]
datapoint_strings = args[1:]
datapoint_strings = [
point.replace('N:', '%d:' % now) for point in datapoint_strings
]
datapoints = [tuple(point.split(':')) for point in datapoint_strings]
try:
if len(datapoints) == 1:
timestamp, value = datapoints[0]
whisper.update(path, value, timestamp)
else:
whisper.update_many(path, datapoints)
except whisper.WhisperException as exc:
raise SystemExit('[ERROR] %s' % str(exc))
def _write_data(self, hostID, plugin, data_json):
# For each plugin
if plugin == None:
return False
data = self.jsonToPython(data_json)
data_timestamp = data.get('TimeStamp')
# TODO dont write data if no infos
# Get data_path
data_path = self._redis_connexion.redis_hget("WSP_PATH", hostID)
if data_path is None:
return False
wspPath = '%s/%s' % (data_path, plugin)
for ds_name, value in data.get("Values", {}).iteritems():
ds_path = '%s/%s.wsp' % (wspPath, ds_name)
# Create wsp file - config wsp here
if not os.path.isfile(ds_path):
self._logger.warning(
"writewsp host : %s Create wsp file : %s" %
(hostID, ds_path))
# Create directory
if not os.path.exists(wspPath):
try:
os.makedirs(wspPath)
self._logger.info(
"writewsp host : %s make directory : %s" %
(hostID, wspPath))
except OSError:
self._logger.error(
"writewsp host : %s can't make directory : %s" %
(hostID, wspPath))
continue
try:
whisper.create(
ds_path,
[
(60, 1440), # --- Daily (1 Minute Average)
(300, 2016), # --- Weekly (5 Minute Average)
(600, 4608), # --- Monthly (10 Min Average)
(3600, 8784)
]) # --- Yearly (1 Hour Average)
except Exception as e:
self._logger.error(
"writewsp host : %s Create wsp Error %s" %
(hostID, str(e)))
continue
# Update whisper
try:
self._logger.debug("writewsp host : %s Update wsp "
"Timestamp %s For value %s in file %s" %
(hostID, data_timestamp, value, ds_path))
whisper.update(ds_path, str(value), str(data_timestamp))
except Exception as e:
self._logger.error("writewsp host : %s Update Error %s - %s" %
(hostID, ds_path, e))
continue
self._dataNumber += 1
return True
path = args[0]
from_time = int(options._from)
until_time = int(options.until)
try:
data = whisper.fetch(path, from_time, until_time)
if not data:
raise SystemExit('No data in selected timerange')
(timeInfo, values_old) = data
except whisper.WhisperException as exc:
raise SystemExit('[ERROR] %s' % str(exc))
(start, end, step) = timeInfo
t = start
for value_old in values_old:
value_str_old = str(value_old)
value_new = update_value(t, value_old)
value_str_new = str(value_new)
if options.pretty:
timestr = time.ctime(t)
else:
timestr = str(t)
print("%s\t%s -> %s" % (timestr, value_str_old, value_str_new))
try:
if value_new is not None:
whisper.update(path, value_new, t)
t += step
except whisper.WhisperException as exc:
raise SystemExit('[ERROR] %s' % str(exc))
def update(self, filename, time, value):
whisper.update(filename, value, time)
def run(args): whisper.update(args.filename, args.value, timestamp=None)
def test_heal(self):
staging_dir = tempfile.mkdtemp(prefix='staging')
storage_dir = tempfile.mkdtemp(prefix='storage')
carbonate_sync.STORAGE_DIR = storage_dir
remote = os.path.join(staging_dir, 'foo.wsp')
local = os.path.join(storage_dir, 'foo.wsp')
resolution = [(1, 10)]
now = int(time.time())
whisper.create(local, resolution)
whisper.create(remote, resolution)
# N, N, N, 6, 5, 4, 3, N, N, N
whisper.update(local, 6.0, now - 6)
whisper.update(local, 5.0, now - 5)
whisper.update(local, 4.0, now - 4)
whisper.update(local, 3.0, now - 3)
# N, N, N, 6, 6, N, 3, 2, 1, N
whisper.update(remote, 6.0, now - 6)
whisper.update(remote, 6.0, now - 5)
whisper.update(remote, 3.0, now - 3)
whisper.update(remote, 2.0, now - 2)
whisper.update(remote, 1.0, now - 1)
results = whisper.diff(local, remote)
expected = [
(0, [
(now - 5, 5.0, 6.0),
(now - 4, 4.0, None),
(now - 2, None, 2.0),
(now - 1, None, 1.0),
], 6)
]
self.assertEqual(results, expected)
metrics_fs = ['foo.wsp']
start_time = now - 10
end_time = now
attr = {
'staging_dir': staging_dir,
'metrics_fs': metrics_fs,
'start_time': start_time,
'end_time': end_time,
'remote_user': '******',
'remote_node': 'foo',
'rsync_options': [],
'ssh_options': [],
'overwrite': False,
}
batch = carbonate_sync._Batch(**attr)
carbonate_sync._heal(batch)
# Check that we add missing points.
expected = [(0, [(now - 5, 5.0, 6.0), (now - 4, 4.0, None)], 6)]
results = whisper.diff(local, remote)
self.assertEqual(results, expected)
attr['overwrite'] = True
batch = carbonate_sync._Batch(**attr)
carbonate_sync._heal(batch)
expected = [(0, [(now - 4, 4.0, None)], 6)]
results = whisper.diff(local, remote)
self.assertEqual(results, expected)
shutil.rmtree(staging_dir)
shutil.rmtree(storage_dir)
def test_render_view(self):
url = reverse('graphite.render.views.renderView')
response = self.client.get(url, {'target': 'test', 'format': 'raw'})
self.assertEqual(response.content, "")
self.assertEqual(response['Content-Type'], 'text/plain')
response = self.client.get(url, {'target': 'test', 'format': 'json'})
self.assertEqual(json.loads(response.content), [])
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {'target': 'test'})
self.assertEqual(response['Content-Type'], 'image/png')
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {'target': 'test', 'format': 'dygraph'})
self.assertEqual(json.loads(response.content), {})
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {'target': 'test', 'format': 'rickshaw'})
self.assertEqual(json.loads(response.content), [])
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
self.addCleanup(self.wipe_whisper)
whisper.create(self.db, [(1, 60)])
ts = int(time.time())
whisper.update(self.db, 0.1234567890123456789012, ts - 5)
whisper.update(self.db, 0.4, ts - 4)
whisper.update(self.db, 0.6, ts - 3)
whisper.update(self.db, float('inf'), ts - 2)
whisper.update(self.db, float('-inf'), ts - 1)
whisper.update(self.db, float('nan'), ts)
response = self.client.get(url, {'target': 'test', 'format': 'raw'})
raw_data = ("None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,"
"0.12345678901234568,0.4,0.6,inf,-inf,nan")
raw_response = "test,%d,%d,1|%s\n" % (ts-59, ts+1, raw_data)
self.assertEqual(response.content, raw_response)
response = self.client.get(url, {'target': 'test', 'format': 'json'})
self.assertIn('[1e9999, ' + str(ts - 2) + ']', response.content)
self.assertIn('[-1e9999, ' + str(ts - 1) + ']', response.content)
self.assertIn('[null, ' + str(ts) + ']', response.content)
data = json.loads(response.content)
end = data[0]['datapoints'][-7:]
self.assertEqual(
end, [[None, ts - 6],
[0.12345678901234568, ts - 5],
[0.4, ts - 4],
[0.6, ts - 3],
[float('inf'), ts - 2],
[float('-inf'), ts - 1],
[None, ts]])
response = self.client.get(url, {'target': 'test', 'format': 'dygraph'})
self.assertIn('[' + str((ts - 2) * 1000) + ', Infinity]', response.content)
self.assertIn('[' + str((ts - 1) * 1000) + ', -Infinity]', response.content)
data = json.loads(response.content)
end = data['data'][-7:]
self.assertEqual(end,
[[(ts - 6) * 1000, None],
[(ts - 5) * 1000, 0.123456789012],
[(ts - 4) * 1000, 0.4],
[(ts - 3) * 1000, 0.6],
[(ts - 2) * 1000, float('inf')],
[(ts - 1) * 1000, float('-inf')],
[ts * 1000, None]])
response = self.client.get(url, {'target': 'test', 'format': 'rickshaw'})
data = json.loads(response.content)
end = data[0]['datapoints'][-7:-1]
self.assertEqual(end,
[{'x': ts - 6, 'y': None},
{'x': ts - 5, 'y': 0.12345678901234568},
{'x': ts - 4, 'y': 0.4},
{'x': ts - 3, 'y': 0.6},
{'x': ts - 2, 'y': float('inf')},
{'x': ts - 1, 'y': float('-inf')}])
last = data[0]['datapoints'][-1]
self.assertEqual(last['x'], ts)
self.assertTrue(math.isnan(last['y']))
def test_render_view(self):
url = reverse('graphite.render.views.renderView')
response = self.client.get(url, {'target': 'test', 'format': 'raw'})
self.assertEqual(response.content, "")
self.assertEqual(response['Content-Type'], 'text/plain')
response = self.client.get(url, {'target': 'test', 'format': 'json'})
self.assertEqual(json.loads(response.content), [])
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {'target': 'test'})
self.assertEqual(response['Content-Type'], 'image/png')
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {
'target': 'test',
'format': 'dygraph'
})
self.assertEqual(json.loads(response.content), {})
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
response = self.client.get(url, {
'target': 'test',
'format': 'rickshaw'
})
self.assertEqual(json.loads(response.content), [])
self.assertTrue(response.has_header('Expires'))
self.assertTrue(response.has_header('Last-Modified'))
self.assertTrue(response.has_header('Cache-Control'))
self.addCleanup(self.wipe_whisper)
whisper.create(self.db, [(1, 60)])
ts = int(time.time())
whisper.update(self.db, 0.1234567890123456789012, ts - 2)
whisper.update(self.db, 0.4, ts - 1)
whisper.update(self.db, 0.6, ts)
response = self.client.get(url, {'target': 'test', 'format': 'raw'})
raw_data = ("None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,None,None,None,None,None,None,None,None,None,"
"None,None,0.12345678901234568,0.4,0.6")
raw_response = "test,%d,%d,1|%s\n" % (ts - 59, ts + 1, raw_data)
self.assertEqual(response.content, raw_response)
response = self.client.get(url, {'target': 'test', 'format': 'json'})
data = json.loads(response.content)
end = data[0]['datapoints'][-4:]
self.assertEqual(end, [[None, ts - 3], [0.12345678901234568, ts - 2],
[0.4, ts - 1], [0.6, ts]])
response = self.client.get(url, {
'target': 'test',
'format': 'dygraph'
})
data = json.loads(response.content)
end = data['data'][-4:]
self.assertEqual(
end, [[(ts - 3) * 1000, None], [(ts - 2) * 1000, 0.123456789012],
[(ts - 1) * 1000, 0.4], [ts * 1000, 0.6]])
response = self.client.get(url, {
'target': 'test',
'format': 'rickshaw'
})
data = json.loads(response.content)
end = data[0]['datapoints'][-4:]
self.assertEqual(end, [{
'x': ts - 3,
'y': None
}, {
'x': ts - 2,
'y': 0.12345678901234568
}, {
'x': ts - 1,
'y': 0.4
}, {
'x': ts,
'y': 0.6
}])
def update_rrd(self, postfix, timestamp, value):
if value is not None:
path = self.get_rrd_file(postfix)
whisper.update(path, value, timestamp / 1000)
def save(self, value, timestamp):
logger.debug("Saving %s: %f" % (self.name, value))
whisper.update(self.path, value, timestamp)
#!/usr/bin/env python
import sys, time
import whisper
from optparse import OptionParser
now = int( time.time() )
option_parser = OptionParser(
usage='''%prog [options] path timestamp:value [timestamp:value]*''')
(options, args) = option_parser.parse_args()
if len(args) < 2:
option_parser.print_usage()
sys.exit(1)
path = args[0]
datapoint_strings = args[1:]
datapoint_strings = [point.replace('N:', '%d:' % now)
for point in datapoint_strings]
datapoints = [tuple(point.split(':')) for point in datapoint_strings]
if len(datapoints) == 1:
timestamp,value = datapoints[0]
whisper.update(path, value, timestamp)
else:
print datapoints
whisper.update_many(path, datapoints)
from_time = int( options._from )
until_time = int( options.until )
try:
data = whisper.fetch(path, from_time, until_time)
if not data:
raise SystemExit('No data in selected timerange')
(timeInfo, values_old) = data
except whisper.WhisperException as exc:
raise SystemExit('[ERROR] %s' % str(exc))
(start,end,step) = timeInfo
t = start
for value_old in values_old:
value_str_old = str(value_old)
value_new = update_value(t, value_old)
value_str_new = str(value_new)
if options.pretty:
timestr = time.ctime(t)
else:
timestr = str(t)
print("%s\t%s -> %s" % (timestr,value_str_old, value_str_new))
try:
if value_new is not None:
whisper.update(path, value_new, t)
t += step
except whisper.WhisperException as exc:
raise SystemExit('[ERROR] %s' % str(exc))