Check moztelemetry types

Check moztelemetry types.ipynb

Check moztelemetry types.py

# coding: utf-8

# ## Check moztelemetry types

# In[1]:

import ujson as json
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np
import plotly.plotly as py
import datetime as dt
from uuid import UUID

from moztelemetry import get_pings, get_pings_properties, get_one_ping_per_client, get_clients_history

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


# We get all the pings on Beta, after bug 1293222 landed.

# In[15]:

def extract(pings):
    subset = get_pings_properties(pings, ["meta/clientId",
                                          "meta/documentId",
                                          "payload/processes/parent",
                                          "payload/processes/parent/events"])
    return subset

pings = get_pings(sc,
                  app="Firefox",
                  channel="nightly",
                  doc_type="main",
                  submission_date="20161216",
                  build_id="20161210030206",
                  fraction=1.0)
extracts = extract(pings)


# In[24]:

ping = extracts.filter(lambda p: p["meta/documentId"] == "0aa23e4c-b779-f544-9c90-5193a4a44c59")               .first()


# On my client i can clearly see that `payload/processes/parent/events` is `[]`.
# 
# Extracting it here, it became a `dict` type instead of the expected `list`:

# In[25]:

ping["payload/processes/parent/events"]


# In[26]:

tmp = ping["payload/processes/parent"]
tmp["gc"] = {} # Readability ...
tmp["scalars"] = {} # Readability ...
tmp


# Skipping `get_pings_properties()`, the result is the same:

# In[27]:

ping = pings.filter(lambda p: p["meta"]["documentId"] == "0aa23e4c-b779-f544-9c90-5193a4a44c59")            .first()


# In[28]:

ping["payload"]["processes"]["parent"]["events"]

What about the new pipeline, this should not be an issue

FYI: it is correct in the new pipeline

    "processes": {
      "parent": {
        "scalars": {
          "browser.engagement.max_concurrent_tab_count": 2,
          "browser.engagement.max_concurrent_window_count": 2,
          "browser.engagement.unfiltered_uri_count": 14,
          "browser.engagement.tab_open_event_count": 1,
          "browser.engagement.unique_domains_count": 1,
          "browser.engagement.window_open_event_count": 1,
          "browser.engagement.total_uri_count": 14
        },
        "keyedScalars": {
          
        },
        "events": [
          
        ],
        "gc": {
          "random": [
            
          ],
          "worst": [