def extract_from_datazilla_using_id(es, settings, transformer):
existing_ids = get_existing_ids(es, settings, transformer.pushlog.keys())
max_existing_id = nvl(MAX(existing_ids), settings.production.min)
holes = set(range(settings.production.min, max_existing_id)) - existing_ids
missing_ids = set(range(settings.production.min, max_existing_id+nvl(settings.production.step, NUM_PER_BATCH))) - existing_ids
Log.note("Number missing: {{num}}", {"num": len(missing_ids)})
Log.note("Number in holes: {{num}}", {"num": len(holes)})
#FASTER IF NO INDEXING IS ON
es.set_refresh_interval(-1)
#FILE IS FASTER THAN NETWORK
if (len(holes) > 10000 or settings.args.scan_file or settings.args.restart) and File(settings.param.output_file).exists:
#ASYNCH PUSH TO ES IN BLOCKS OF 1000
with Timer("Scan file for missing ids"):
with ThreadedQueue(es, size=nvl(es.settings.batch_size, 100)) as json_for_es:
num = 0
for line in File(settings.param.output_file):
try:
if len(line.strip()) == 0:
continue
col = line.split("\t")
id = int(col[0])
# if id==3003529:
# Log.debug()
if id < settings.production.min:
continue
if id in existing_ids:
continue
if num > settings.production.step:
return
num += 1
with Profiler("decode and transform"):
data = CNV.JSON2object(col[-1])
if data.test_run_id:
with Profiler("transform"):
data = transformer.transform(id, data)
json_for_es.extend({"value": d} for d in data)
Log.note("Added {{id}} from file", {"id": id})
existing_ids.add(id)
else:
Log.note("Skipped {{id}} from file (no test_run_id)", {"id": id})
num -= 1
except Exception, e:
Log.warning("Bad line id={{id}} ({{length}}bytes):\n\t{{prefix}}", {
"id": id,
"length": len(CNV.object2JSON(line)),
"prefix": CNV.object2JSON(line)[0:130]
}, e)
missing_ids = missing_ids - existing_ids
def wait_for_logs(self):
old_length = -1
elements = self.find("#" + LOG_DIV + " p")
while len(elements) != old_length:
Thread.sleep(seconds=10)
old_length = len(elements)
elements = self.find("#" + LOG_DIV + " p")
return [
CNV.JSON2object(CNV.html2unicode(e.get_attribute('innerHTML')))
for e in elements
]
def wait_for_logs(self, timeout=None):
if not timeout:
timeout = timedelta(seconds=10)
def logs():
return self.find("#" + LOG_DIV + " p")
def status():
s = self.find("#status")
if not s:
return None
return s[0].text
# IF THE MESSAGE KEEPS CHANGING OR THE LOGS KEEP INCREASING WE CAN BE
# CONFIDENT SOMETHING IMPORTANT IS STILL HAPPENING
self._wait_for_stable(lambda: (status(), len(logs())), timeout)
output = [
CNV.JSON2object(CNV.html2unicode(e.get_attribute('innerHTML')))
for e in logs()
]
Log.note("Logs:\n{{logs|indent}}", {"logs": output})
return output
def arrays_add(id, path, r):
try:
if isinstance(r, dict):
for k, v in [(k, v) for k, v in r.items()]:
new_path = path + "[" + k + "]"
arrays_add(id, new_path, v)
elif isinstance(r, list):
try:
values = r.map(float)
arrays.append([id, path, len(values), 1])
except Exception, e:
for i, v in enumerate(r):
r[i] = arrays_add(id, path + "[" + str(i) + "]", v)
# return r
except Exception, e:
Log.warning("Can not summarize: {{json}}", {"json": CNV.object2JSON(r)})
def get_config():
op = OptionParser()
op.add_option("--config",
action="store", type="string", dest="config",
default=os.path.join(os.path.dirname(os.path.abspath(__file__)), 'config.ini'),
help="path to the config file [config.ini]")
options, args = op.parse_args()
if not os.path.exists(options.config):
print "ERROR: %s doesn't exist" % (os.path.abspath(options.config))
sys.exit(1)
parser = ConfigParser.RawConfigParser(defaults={'debug': 'false'})
parser.read(options.config)
def now():
return Date.eod().value
def today():
return Date.today().value
try:
const = CNV.string2datetime(parser.get('alerts', 'now'))
def now():
return const
today = now
except Exception:
pass
return {
'username': parser.get('alerts', 'username'),
'password': parser.get('alerts', 'password'),
'host': parser.get('alerts', 'host'),
'database': parser.get('alerts', 'database'),
'maildir': parser.get('alerts', 'maildir'),
'now': now,
'today': today,
'DEBUG': parser.getboolean('alerts', 'debug'),
}
def wait_for_logs(self, timeout=None):
if not timeout:
timeout = timedelta(seconds=10)
def logs():
return self.find("#" + LOG_DIV + " p")
def status():
s = self.find("#status")
if not s:
return None
return s[0].text
# IF THE MESSAGE KEEPS CHANGING OR THE LOGS KEEP INCREASING WE CAN BE
# CONFIDENT SOMETHING IMPORTANT IS STILL HAPPENING
self._wait_for_stable(lambda: (status(), len(logs())), timeout)
output = [CNV.JSON2object(CNV.html2unicode(e.get_attribute('innerHTML'))) for e in logs()]
Log.note("Logs:\n{{logs|indent}}", {"logs": output})
return output
def transform(self, id, datazilla):
try:
r = datazilla.json_blob
#ADD DATAZILLA MARKUP
r.datazilla = {
"id": id,
"date_loaded": datazilla.date_loaded * 1000,
"error_flag": datazilla.error_flag,
"test_run_id": datazilla.test_run_id,
"processed_flag": datazilla.processed_flag,
"error_msg": datazilla.error_msg
}
#CONVERT UNIX TIMESTAMP TO MILLISECOND TIMESTAMP
r.testrun.date *= 1000
def mainthread_transform(r):
if r == None:
return None
output = Struct()
for i in r.mainthread_readbytes:
output[literal_field(i[1])].name = i[1]
output[literal_field(i[1])].readbytes = i[0]
r.mainthread_readbytes = None
for i in r.mainthread_writebytes:
output[literal_field(i[1])].name = i[1]
output[literal_field(i[1])].writebytes = i[0]
r.mainthread_writebytes = None
for i in r.mainthread_readcount:
output[literal_field(i[1])].name = i[1]
output[literal_field(i[1])].readcount = i[0]
r.mainthread_readcount = None
for i in r.mainthread_writecount:
output[literal_field(i[1])].name = i[1]
output[literal_field(i[1])].writecount = i[0]
r.mainthread_writecount = None
r.mainthread = output.values()
mainthread_transform(r.results_aux)
mainthread_transform(r.results_xperf)
#ADD PUSH LOG INFO
try:
branch = r.test_build.branch
if branch.endswith("-Non-PGO"):
r.test_build.branch = branch
r.test_build.pgo = False
branch = branch[0:-8]
else:
r.test_build.pgo = True
with Profiler("get from pushlog"):
if not self.pushlog:
#NO PUSHLOG MEANS WE DO NOTHING TO MARKUP TEST RESULTS
pass
elif self.pushlog[branch]:
possible_dates = self.pushlog[branch][r.test_build.revision]
if possible_dates:
r.test_build.push_date = int(Math.round(possible_dates[0].date * 1000))
else:
if r.test_build.revision == 'NULL':
r.test_build.no_pushlog = True # OOPS! SOMETHING BROKE
elif CNV.milli2datetime(Math.min(r.testrun.date, r.datazilla.date_loaded)) < PUSHLOG_TOO_OLD:
Log.note("{{branch}} @ {{revision}} has no pushlog, transforming anyway", r.test_build)
r.test_build.no_pushlog = True
else:
Log.note("{{branch}} @ {{revision}} has no pushlog, try again later", r.test_build)
return [] # TRY AGAIN LATER
else:
with self.locker:
if branch not in self.unknown_branches:
Log.note("Whole branch {{branch}} has no pushlog", {"branch":branch})
self.unknown_branches.add(branch)
if CNV.milli2datetime(Math.min(r.testrun.date, r.datazilla.date_loaded)) < PUSHLOG_TOO_OLD:
r.test_build.no_pushlog = True
else:
r.test_build.no_pushlog = True
#return [r] #TODO: DO THIS IF WE FIGURE OUT HOW TO HANDLE THE VERY LARGE NUMBER OF RESULTS WITH NO PUSHLOG
except Exception, e:
Log.warning("{{branch}} @ {{revision}} has no pushlog", r.test_build, e)
new_records = []
# RECORD THE UNKNOWN PART OF THE TEST RESULTS
remainder = r.copy()
remainder.results = None
if len(remainder.keys()) > 4:
new_records.append(remainder)
#RECORD TEST RESULTS
total = StructList()
if r.testrun.suite in ["dromaeo_css", "dromaeo_dom"]:
#dromaeo IS SPECIAL, REPLICATES ARE IN SETS OF FIVE
#RECORD ALL RESULTS
for i, (test_name, replicates) in enumerate(r.results.items()):
for g, sub_results in Q.groupby(replicates, size=5):
new_record = Struct(
test_machine=r.test_machine,
datazilla=r.datazilla,
testrun=r.testrun,
test_build=r.test_build,
result={
"test_name": unicode(test_name) + "." + unicode(g),
"ordering": i,
"samples": sub_results
}
)
try:
s = stats(sub_results)
new_record.result.stats = s
total.append(s)
except Exception, e:
Log.warning("can not reduce series to moments", e)
new_records.append(new_record)
added.add(id)
data = CNV.JSON2object(col[1])
records_for_db.add({
"id": nvl(data.test_run_id, id),
"branch": data.json_blob.test_build.branch,
"name": data.json_blob.test_build.name,
"version": data.json_blob.test_build.version,
"suite": data.json_blob.testrun.suite,
"revision": data.json_blob.test_build.revision,
"date": data.json_blob.testrun.date
})
Log.note("Added {{id}} from file", {"id": data.test_run_id})
except Exception, e:
Log.warning("Bad line ({{length}}bytes):\n\t{{prefix}}", {
"length": len(CNV.object2JSON(line)),
"prefix": CNV.object2JSON(line)[0:130]
}, e)
def main():
try:
settings = startup.read_settings(filename="file2db_settings.json")
Log.start(settings.debug)
with DB(settings.db) as db:
db.execute("""
DROP TABLE IF EXISTS b2g_tests
""")
# # Author: Kyle Lahnakoski ([email protected]) # from __future__ import unicode_literals from pyLibrary.maths import Math from pyLibrary.env import startup from pyLibrary.cnv import CNV from pyLibrary.env.logs import Log from pyLibrary.times.timer import Timer with Timer("load pandas"): import pandas from pandas.core.frame import DataFrame MINIMUM_DATE = CNV.string2datetime("20130720", "%Y%m%d") MINIMUM_ID = 0 parts = [0, 1, 2, 5, 10, 25, 50, 100, 250, 500, 1000, 2500, 5000, 10000, 25000, 50000, 100000, 250000] arrays = [] #TRAVERSE THE JSON GRAPH AND REPORT THE float() ARRAY POPULATIONS def arrays_add(id, path, r): try: if isinstance(r, dict): for k, v in [(k, v) for k, v in r.items()]: new_path = path + "[" + k + "]" arrays_add(id, new_path, v) elif isinstance(r, list): try: values = r.map(float)
with Timer("read {{id}} from DZ", {"id": id}):
content = requests.get(url, timeout=nvl(settings.production.timeout, 30)).content
except Exception, e:
Log.warning("Failure to read from {{url}}", {"url": url}, e)
return False
try:
if content.startswith("Id not found"):
Log.note("{{id}} not found {{url}}", {"id": id, "url": url})
if id < max_id:
return True
else:
return False
data = CNV.JSON2object(content.decode('utf-8'))
content = CNV.object2JSON(data) #ENSURE content HAS NO crlf
if data.test_run_id:
Log.println("Add {{id}} for revision {{revision}} ({{bytes}} bytes)", {
"id": id,
"revision": data.json_blob.test_build.revision,
"bytes": len(content)
})
with Profiler("transform"):
result = transformer.transform(id, data)
if result:
Log.println("{{num}} records to add", {
"num": len(result)
})
es_sink.extend({"value": d} for d in result)
