check crash_ping validity

check crash_ping validity.ipynb

check crash_ping validity.py

# coding: utf-8

# In[1]:

import pandas as pd
import numpy as np
import plotly.plotly as py

get_ipython().magic(u'pylab inline')


# In[2]:

from moztelemetry import get_pings, get_pings_properties, get_one_ping_per_client, get_clients_history, get_records


# In[5]:

pings = get_pings(sc, app="Firefox", channel="beta", doc_type="crash", submission_date=("20160420", "20160509"), fraction=0.1)


# In[ ]:

get_ipython().magic(u'time pings.first()')


# In[6]:

ping_fields = get_pings_properties(pings, [
        "payload/hasCrashEnvironment",
        "environment/build/buildId",
        "payload/metadata/BuildID",
        "application/buildId"
        "meta/Timestamp",
        "payload/crashDate",
    ])


# In[ ]:

ping_fields = ping_fields.cache()
ping_fields.count()