How many clients in WR study aren't reporting a set pref

How many clients in WR study aren't reporting a set pref.ipynb

How many clients in WR study aren't reporting a set pref.py

# coding: utf-8

# In[17]:

import ujson as json
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np

from moztelemetry.dataset import Dataset
from moztelemetry import get_pings_properties, get_one_ping_per_client

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

Dataset.from_source('telemetry').schema


# In[18]:

pings = (
    Dataset.from_source('telemetry')
        .where(docType='main')
        .where(submissionDate=lambda x: int(x) >= 20181010)
        .where(appUpdateChannel="nightly")
        .select(experiments='environment.experiments',
                settings='environment.settings')
        .records(sc, sample=1.0)
)


# In[19]:

pings_in_exp = pings.filter(lambda p: "experiments" in p and p["experiments"]).filter(lambda p: "prefflip-webrender-v1-2-1492568" in p["experiments"])
num_pings = pings_in_exp.count()


# In[20]:

num_pings


# In[21]:

pings_without_pref = pings_in_exp.filter(lambda p: 'gfx.webrender.all.qualified' not in p['settings']['userPrefs'])
num_pings_without_pref = pings_without_pref.count()
num_pings_without_pref


# In[22]:

float(num_pings_without_pref) / float(num_pings) * 100.0


# In[ ]: