I’ve been looking at how to use Spark with data streaming from Kafka, a data streaming platform.

The notebooks for the code below and a Docker image are available here:

A sample data producer to Kafka used below is available here:

https://github.com/mtpatter/alert_stream.

Spark Streaming from Kafka

Example of using Spark to connect to Kafka and using Spark Streaming to process a Kafka stream of alerts in non-Avro Python ‘str’ format.

Notes

Useful references.

https://www.rittmanmead.com/blog/2017/01/getting-started-with-spark-streaming-with-python-and-kafka/

https://spark.apache.org/docs/2.1.0/streaming-kafka-0-8-integration.html

https://www.hugopicado.com/2016/09/17/spark-stateful-streaming-with-python.html

Prep environment

Need some packages to talk to Kafka.

import os
os.environ['PYSPARK_SUBMIT_ARGS'] = '--packages org.apache.spark:spark-streaming-kafka-0-8_2.11:2.1.0,org.apache.spark:spark-sql-kafka-0-10_2.11:2.1.0,com.databricks:spark-avro_2.11:3.2.0 pyspark-shell'

from ast import literal_eval

Create streaming context

To do stream processing with Spark (which uses micro-batches), you need to set a “streaming context” with a time-based window, which sets the environment for executing processes on the stream (as mini-batches). Below, I initiate the streaming context to a batch size of 10 seconds. What happens then is that Spark takes the defined filters/ maps /etc that operate on the stream and executes them at the interval defined by the streaming context, resulting in a new stream. I’m printing that output stream to screen here. At the regularly defined interval (10 seconds), the output of the filters is printed. Given the input of the 10 alert bursts at every ~39 seconds, the output will be printed to match (sometimes 0 and sometimes it will be 10 and the dummy filter that should catch no alerts should always be 0).

from pyspark import SparkContext
from pyspark.streaming import StreamingContext
from pyspark.streaming.kafka import KafkaUtils

# create spark and streaming contexts
sc = SparkContext("local[*]", "KafkaDirectStream")
ssc = StreamingContext(sc, 10)

# defining the checkpoint directory
ssc.checkpoint("/tmp")

With mtpatter/alert_stream, in an external shell:

docker run -it       --network=alertstream_default       alert_stream python bin/sendAlertStream.py my-stream 10 --no-stamps --encode-off --repeat --max-repeats 3

Create output for Spark to print

kafkaStream is the raw Spark dstream.

alert_dstream applies a map that converts to the raw alert stream.

alertId_dstream applies a map that just grabs alertId’s for each alert.

filter_all demonstrates a filtered stream that should catch all the alerts.

filter_empty demonstrates a filtered stream that should be empty.

kafkaStream = KafkaUtils.createDirectStream(ssc, ['my-stream'], {'bootstrap.servers': 'kafka:9092',
            'auto.offset.reset': 'smallest', 'group.id': 'spark-group' })  

kafkaStream.pprint()


alert_dstream = kafkaStream.map(lambda alert: literal_eval(alert[1]))
alert_dstream.count().map(lambda x:'Alerts in this window: %s' % x).pprint()  
alert_dstream.pprint()


def map_alertId(alert):
    return alert['alertId']


alertId_dstream = alert_dstream.map(map_alertId)
alertId_dstream.count().map(lambda x:'AlertId alerts in this window: %s' % x).pprint()  
alertId_dstream.pprint()


def filter_allRa(alert):
    return alert['diaSource']['ra'] > 350


filter_all = alert_dstream.filter(filter_allRa)
filter_all.count().map(lambda x:'Filter_all alerts in this window: %s' % x).pprint()  
filter_all.pprint()


def filter_emptyRa(alert):
    return alert['diaSource']['ra'] < 350


filter_empty = alert_dstream.filter(filter_emptyRa)
filter_empty.count().map(lambda x:'Filter_empty alerts in this window: %s' % x).pprint()  
filter_empty.pprint()

Start the streaming context

Output pprints of the streams above appear.

ssc.start()
ssc.awaitTermination()


    -------------------------------------------
    Time: 2017-04-27 18:40:50
    -------------------------------------------
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
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    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")

    -------------------------------------------
    Time: 2017-04-27 18:40:50
    -------------------------------------------
    Alerts in this window: 10

    -------------------------------------------
    Time: 2017-04-27 18:40:50
    -------------------------------------------
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    {'diaObjectL2': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG2': 231.2313, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'moidLon2': 3142.23123, 'MOID2': 23432.423, 'orbFitChi2': 1341421.2414, 'uG1': 32131.312, 'uHErr': 13213.213, 'flags': 0, 'uG2Err': 23132.231, 'arc': 2.124124}, 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}]}

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    Time: 2017-04-27 18:40:50
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    AlertId alerts in this window: 10

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    Time: 2017-04-27 18:40:50
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    1231321321
    1231321321
    1231321321
    1231321321
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    1231321321
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    Time: 2017-04-27 18:40:50
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    Filter_all alerts in this window: 10

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    Time: 2017-04-27 18:40:50
    -------------------------------------------
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    {'diaObjectL2': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG1': 32131.312, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'uG2Err': 23132.231, 'MOID2': 23432.423, 'uHErr': 13213.213, 'orbFitChi2': 1341421.2414, 'flags': 0, 'moidLon2': 3142.23123, 'uG2': 231.2313, 'arc': 2.124124}}

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    Time: 2017-04-27 18:41:10
    -------------------------------------------
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
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    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")

    -------------------------------------------
    Time: 2017-04-27 18:41:10
    -------------------------------------------
    Alerts in this window: 10

    -------------------------------------------
    Time: 2017-04-27 18:41:10
    -------------------------------------------
    {'diaObjectL2': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG2': 231.2313, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'moidLon2': 3142.23123, 'MOID2': 23432.423, 'orbFitChi2': 1341421.2414, 'uG1': 32131.312, 'uHErr': 13213.213, 'flags': 0, 'uG2Err': 23132.231, 'arc': 2.124124}, 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}]}
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    {'diaObjectL2': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG2': 231.2313, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'moidLon2': 3142.23123, 'MOID2': 23432.423, 'orbFitChi2': 1341421.2414, 'uG1': 32131.312, 'uHErr': 13213.213, 'flags': 0, 'uG2Err': 23132.231, 'arc': 2.124124}, 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}]}

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    Time: 2017-04-27 18:41:10
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    AlertId alerts in this window: 10

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    Time: 2017-04-27 18:41:10
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    1231321321
    1231321321
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    1231321321
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    1231321321
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    Time: 2017-04-27 18:41:10
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    Filter_all alerts in this window: 10

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    Time: 2017-04-27 18:41:10
    -------------------------------------------
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    Time: 2017-04-27 18:41:50
    -------------------------------------------
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
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    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")
    (None, "{'alertId': 1231321321, 'l1dbId': 222222222, 'diaSource': {'diaSourceId': 281323062375219200, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, 'prv_diaSources': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}], 'diaObject': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'ssObject': {'ssObjectId': 5364546, 'oe': {'q': 6654.14, 'e': 636.121, 'i': 5436.2344, 'lan': 54325.34, 'aop': 344243.3, 'M': 131.1241, 'epoch': 134141}, 'arc': 2.124124, 'orbFitLnL': 1343141.0341, 'orbFitChi2': 1341421.2414, 'orbFitNdata': 1214, 'MOID1': 3141.0, 'MOID2': 23432.423, 'moidLon1': 2143.213, 'moidLon2': 3142.23123, 'uH': 13231.231, 'uHErr': 13213.213, 'uG1': 32131.312, 'uG1Err': 31232.2132, 'uG2': 231.2313, 'uG2Err': 23132.231, 'flags': 0}, 'diaObjectL2': {'diaObjectId': 281323062375219201, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'parallax': 2.124124, 'pm_parallax_Cov': {'pmRaSigma': 0.00013, 'pmDeclSigma': 0.00013, 'parallaxSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmRa_parallax_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013}, 'pmParallaxLnL': 0.00013, 'pmParallaxChi2': 0.00013, 'pmParallaxNdata': 1214, 'flags': 0}, 'diaSourcesL2': [{'diaSourceId': 281323062375219198, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}, {'diaSourceId': 281323062375219199, 'ccdVisitId': 111111, 'midPointTai': 1480360995, 'filterName': 'r', 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'raSigma': 0.00028, 'declSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'x': 112.1, 'y': 121.1, 'x_y_Cov': {'xSigma': 1.2, 'ySigma': 1.1, 'x_y_Cov': 1.2}, 'snr': 41.1, 'psFlux': 1241.0, 'flags': 0}]}")

    -------------------------------------------
    Time: 2017-04-27 18:41:50
    -------------------------------------------
    Alerts in this window: 10

    -------------------------------------------
    Time: 2017-04-27 18:41:50
    -------------------------------------------
    {'diaObjectL2': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG2': 231.2313, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'moidLon2': 3142.23123, 'MOID2': 23432.423, 'orbFitChi2': 1341421.2414, 'uG1': 32131.312, 'uHErr': 13213.213, 'flags': 0, 'uG2Err': 23132.231, 'arc': 2.124124}, 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}]}
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    {'diaObjectL2': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'flags': 0, 'ra': 351.570546978, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'pmRa': 0.00013, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'parallax': 2.124124, 'diaObjectId': 281323062375219201}, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG2': 231.2313, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'moidLon2': 3142.23123, 'MOID2': 23432.423, 'orbFitChi2': 1341421.2414, 'uG1': 32131.312, 'uHErr': 13213.213, 'flags': 0, 'uG2Err': 23132.231, 'arc': 2.124124}, 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}]}

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    Time: 2017-04-27 18:41:50
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    AlertId alerts in this window: 10

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    Time: 2017-04-27 18:41:50
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    1231321321
    1231321321
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    1231321321
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    Time: 2017-04-27 18:41:50
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    Filter_all alerts in this window: 10

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    Time: 2017-04-27 18:41:50
    -------------------------------------------
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    {'diaObjectL2': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG1': 32131.312, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'uG2Err': 23132.231, 'MOID2': 23432.423, 'uHErr': 13213.213, 'orbFitChi2': 1341421.2414, 'flags': 0, 'moidLon2': 3142.23123, 'uG2': 231.2313, 'arc': 2.124124}}
    {'diaObjectL2': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG1': 32131.312, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'uG2Err': 23132.231, 'MOID2': 23432.423, 'uHErr': 13213.213, 'orbFitChi2': 1341421.2414, 'flags': 0, 'moidLon2': 3142.23123, 'uG2': 231.2313, 'arc': 2.124124}}
    {'diaObjectL2': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG1': 32131.312, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'uG2Err': 23132.231, 'MOID2': 23432.423, 'uHErr': 13213.213, 'orbFitChi2': 1341421.2414, 'flags': 0, 'moidLon2': 3142.23123, 'uG2': 231.2313, 'arc': 2.124124}}
    {'diaObjectL2': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'prv_diaSources': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaObject': {'parallax': 2.124124, 'pmRa': 0.00013, 'decl': 0.126243049656, 'pmParallaxNdata': 1214, 'pm_parallax_Cov': {'pmRa_parallax_Cov': 0.00013, 'pmDeclSigma': 0.00013, 'pmRaSigma': 0.00013, 'pmRa_pmDecl_Cov': 0.00013, 'pmDecl_parallax_Cov': 0.00013, 'parallaxSigma': 0.00013}, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'pmParallaxChi2': 0.00013, 'radecTai': 1480360995, 'ra': 351.570546978, 'pmDecl': 0.00014, 'pmParallaxLnL': 0.00013, 'flags': 0, 'diaObjectId': 281323062375219201}, 'diaSourcesL2': [{'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219198, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219199, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}], 'diaSource': {'x_y_Cov': {'x_y_Cov': 1.2, 'ySigma': 1.1, 'xSigma': 1.2}, 'midPointTai': 1480360995, 'y': 121.1, 'snr': 41.1, 'ra': 351.570546978, 'decl': 0.126243049656, 'ra_decl_Cov': {'declSigma': 0.00028, 'raSigma': 0.00028, 'ra_decl_Cov': 0.00029}, 'diaSourceId': 281323062375219200, 'filterName': 'r', 'ccdVisitId': 111111, 'psFlux': 1241.0, 'flags': 0, 'x': 112.1}, 'alertId': 1231321321, 'l1dbId': 222222222, 'ssObject': {'oe': {'q': 6654.14, 'e': 636.121, 'aop': 344243.3, 'M': 131.1241, 'lan': 54325.34, 'epoch': 134141, 'i': 5436.2344}, 'uG1': 32131.312, 'moidLon1': 2143.213, 'MOID1': 3141.0, 'ssObjectId': 5364546, 'uH': 13231.231, 'uG1Err': 31232.2132, 'orbFitLnL': 1343141.0341, 'orbFitNdata': 1214, 'uG2Err': 23132.231, 'MOID2': 23432.423, 'uHErr': 13213.213, 'orbFitChi2': 1341421.2414, 'flags': 0, 'moidLon2': 3142.23123, 'uG2': 231.2313, 'arc': 2.124124}}

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    Time: 2017-04-27 18:41:50
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    Filter_empty alerts in this window: 0

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    Time: 2017-04-27 18:41:50
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    Time: 2017-04-27 18:42:00
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    Time: 2017-04-27 18:42:00
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    Alerts in this window: 0

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    Time: 2017-04-27 18:42:00
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    Time: 2017-04-27 18:42:00
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    AlertId alerts in this window: 0

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    Time: 2017-04-27 18:42:00
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    Time: 2017-04-27 18:42:00
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    Filter_all alerts in this window: 0

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    Time: 2017-04-27 18:42:00
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    Filter_empty alerts in this window: 0

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    Time: 2017-04-27 18:42:00
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    ---------------------------------------------------------------------------

    KeyboardInterrupt                         Traceback (most recent call last)

    <ipython-input-12-d970cfd6a21f> in <module>()
          1 ssc.start()
    ----> 2 ssc.awaitTermination()


    /usr/local/spark/python/pyspark/streaming/context.py in awaitTermination(self, timeout)
        204         """
        205         if timeout is None:
    --> 206             self._jssc.awaitTermination()
        207         else:
        208             self._jssc.awaitTerminationOrTimeout(int(timeout * 1000))


    /usr/local/spark/python/lib/py4j-0.10.4-src.zip/py4j/java_gateway.py in __call__(self, *args)
       1129             proto.END_COMMAND_PART
       1130
    -> 1131         answer = self.gateway_client.send_command(command)
       1132         return_value = get_return_value(
       1133             answer, self.gateway_client, self.target_id, self.name)


    /usr/local/spark/python/lib/py4j-0.10.4-src.zip/py4j/java_gateway.py in send_command(self, command, retry, binary)
        881         connection = self._get_connection()
        882         try:
    --> 883             response = connection.send_command(command)
        884             if binary:
        885                 return response, self._create_connection_guard(connection)


    /usr/local/spark/python/lib/py4j-0.10.4-src.zip/py4j/java_gateway.py in send_command(self, command)
       1026
       1027         try:
    -> 1028             answer = smart_decode(self.stream.readline()[:-1])
       1029             logger.debug("Answer received: {0}".format(answer))
       1030             if answer.startswith(proto.RETURN_MESSAGE):


    /opt/conda/lib/python3.5/socket.py in readinto(self, b)
        573         while True:
        574             try:
    --> 575                 return self._sock.recv_into(b)
        576             except timeout:
        577                 self._timeout_occurred = True


    KeyboardInterrupt:


    -------------------------------------------
    Time: 2017-04-27 18:42:10
    -------------------------------------------

ssc.stop()
sc.stop()