2019-05-31 02:18:56 +03:00
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from addons_daily.utils.telemetry_data import *
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from addons_daily.addons_report import expand_addons
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from addons_daily.utils.helpers import is_same
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from pyspark.sql.types import *
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from pyspark.sql import Row
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import pytest
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import json
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import os
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BASE_DATE = "20190515"
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def df_to_json(df):
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return [i.asDict() for i in df.collect()]
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2019-06-04 20:32:25 +03:00
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def load_test_data(prefix, spark):
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2019-05-31 02:18:56 +03:00
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root = os.path.dirname(__file__)
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2019-06-04 20:32:25 +03:00
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schema_path = os.path.join(root, "resources", "{}_schema.json".format(prefix))
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2019-05-31 02:18:56 +03:00
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with open(schema_path) as f:
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d = json.load(f)
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schema = StructType.fromJson(d)
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2019-06-04 20:32:25 +03:00
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rows_path = os.path.join(root, "resources", "{}.json".format(prefix))
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2019-05-31 02:18:56 +03:00
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# FAILFAST causes us to abort early if the data doesn't match
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# the given schema. Without this there was as very annoying
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# problem where dataframe.collect() would return an empty set.
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frame = spark.read.json(rows_path, schema, mode="FAILFAST")
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return frame
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2019-06-04 20:32:25 +03:00
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@pytest.fixture()
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def spark():
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spark_session = SparkSession.builder.appName("addons_daily_tests").getOrCreate()
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return spark_session
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@pytest.fixture()
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def main_summary(spark):
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return load_test_data("main_summary", spark)
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@pytest.fixture()
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def events(spark):
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return load_test_data("events", spark)
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2019-05-31 02:18:56 +03:00
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@pytest.fixture()
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def addons_expanded(main_summary):
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return expand_addons(main_summary)
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2019-05-31 21:08:46 +03:00
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@pytest.fixture()
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def main_summary_day(main_summary):
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return main_summary.filter("submission_date_s3 = '{}'".format(BASE_DATE))
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2019-05-31 02:18:56 +03:00
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@pytest.fixture()
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def addons_expanded_day(addons_expanded):
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return addons_expanded.filter("submission_date_s3 = '{}'".format(BASE_DATE))
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2019-06-01 00:21:35 +03:00
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def test_addon_names(addons_expanded_day, spark):
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output = df_to_json(get_top_addon_names(addons_expanded_day))
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expected = [
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{
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"addon_id": u"baidu-code-update@mozillaonline.com",
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"name": u"Baidu Search Update",
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},
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{"addon_id": u"screenshots@mozilla.org", "name": u"Firefox Screenshots"},
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{"addon_id": u"non-system-addon1", "name": u"Non systemn Addon 1"},
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{
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"addon_id": u"hotfix-update-xpi-intermediate@mozilla.com",
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"name": u"hotfix-update-xpi-intermediate",
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},
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{"addon_id": u"fxmonitor@mozilla.org", "name": u"Firefox Monitor"},
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{"addon_id": u"non-system-addon2", "name": u"Non System Addon 2"},
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{"addon_id": u"formautofill@mozilla.org", "name": u"Form Autofill"},
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{"addon_id": u"webcompat@mozilla.org", "name": u"Web Compat"},
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]
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assert output == expected
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2019-05-31 21:08:46 +03:00
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def test_browser_metrics(addons_expanded_day, spark):
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2019-05-31 02:18:56 +03:00
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"""
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Given a dataframe of some actual sampled data, ensure that
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the get_pct_tracking_enabled outputs the correct dataframe
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:param addons_expanded: pytest fixture defined above
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:return: assertion whether the expected output indeed matches the true output
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"""
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2019-05-31 21:08:46 +03:00
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output = df_to_json(get_browser_metrics(addons_expanded_day))
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expected = [
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{
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"addon_id": u"baidu-code-update@mozillaonline.com",
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"avg_bookmarks": None,
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"avg_tabs": None,
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"avg_toolbox_opened_count": None,
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"avg_uri": 33.0,
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"pct_w_tracking_prot_enabled": 0.0,
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},
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{
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"addon_id": u"screenshots@mozilla.org",
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"avg_bookmarks": None,
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"avg_tabs": None,
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"avg_toolbox_opened_count": None,
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"avg_uri": 33.0,
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"pct_w_tracking_prot_enabled": 0.0,
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},
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2019-06-01 00:21:35 +03:00
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{
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"addon_id": u"non-system-addon1",
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"avg_bookmarks": None,
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"avg_tabs": None,
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"avg_toolbox_opened_count": None,
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"avg_uri": 33.0,
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"pct_w_tracking_prot_enabled": 0.0,
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},
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2019-05-31 21:08:46 +03:00
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{
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"addon_id": u"hotfix-update-xpi-intermediate@mozilla.com",
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"avg_bookmarks": None,
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"avg_tabs": None,
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"avg_toolbox_opened_count": None,
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"avg_uri": 33.0,
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"pct_w_tracking_prot_enabled": 0.0,
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},
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{
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"addon_id": u"fxmonitor@mozilla.org",
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"avg_bookmarks": None,
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"avg_tabs": None,
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"avg_toolbox_opened_count": None,
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"avg_uri": 33.0,
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"pct_w_tracking_prot_enabled": 0.0,
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},
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2019-06-01 00:21:35 +03:00
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{
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"addon_id": u"non-system-addon2",
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"avg_bookmarks": None,
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"avg_tabs": None,
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"avg_toolbox_opened_count": None,
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"avg_uri": 33.0,
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"pct_w_tracking_prot_enabled": 0.0,
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},
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2019-05-31 21:08:46 +03:00
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{
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"addon_id": u"formautofill@mozilla.org",
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"avg_bookmarks": None,
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"avg_tabs": None,
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"avg_toolbox_opened_count": None,
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"avg_uri": 33.0,
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"pct_w_tracking_prot_enabled": 0.0,
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},
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{
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"addon_id": u"webcompat@mozilla.org",
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"avg_bookmarks": None,
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"avg_tabs": None,
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"avg_toolbox_opened_count": None,
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"avg_uri": 33.0,
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"pct_w_tracking_prot_enabled": 0.0,
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},
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]
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2019-05-31 02:18:56 +03:00
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assert output == expected
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def test_user_demo_metrics(addons_expanded_day, spark):
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output = df_to_json(get_user_demo_metrics(addons_expanded_day))
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expected = [
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{
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"addon_id": u"baidu-code-update@mozillaonline.com",
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"country_dist": {u"GB": 1.0},
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"os_dist": {u"Windows_NT": 1.0},
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},
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{
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"addon_id": u"screenshots@mozilla.org",
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"country_dist": {u"GB": 1.0},
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"os_dist": {u"Windows_NT": 1.0},
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},
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2019-06-01 00:21:35 +03:00
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{
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"addon_id": u"non-system-addon1",
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"country_dist": {u"GB": 1.0},
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"os_dist": {u"Windows_NT": 1.0},
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},
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2019-05-31 02:18:56 +03:00
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{
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"addon_id": u"hotfix-update-xpi-intermediate@mozilla.com",
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"country_dist": {u"GB": 1.0},
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"os_dist": {u"Windows_NT": 1.0},
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},
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{
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"addon_id": u"fxmonitor@mozilla.org",
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"country_dist": {u"GB": 1.0},
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"os_dist": {u"Windows_NT": 1.0},
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},
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2019-06-01 00:21:35 +03:00
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{
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"addon_id": u"non-system-addon2",
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"country_dist": {u"GB": 1.0},
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"os_dist": {u"Windows_NT": 1.0},
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},
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2019-05-31 02:18:56 +03:00
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{
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"addon_id": u"formautofill@mozilla.org",
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"country_dist": {u"GB": 1.0},
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"os_dist": {u"Windows_NT": 1.0},
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},
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{
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"addon_id": u"webcompat@mozilla.org",
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"country_dist": {u"GB": 1.0},
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"os_dist": {u"Windows_NT": 1.0},
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},
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]
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print("output", output)
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print("expected", expected)
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assert output == expected
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def test_trend_metrics(addons_expanded, spark):
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output = df_to_json(get_trend_metrics(addons_expanded, BASE_DATE))
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expected_output = [
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{
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2019-06-04 03:24:08 +03:00
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"addon_id": "baidu-code-update@mozillaonline.com",
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2019-05-31 02:18:56 +03:00
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"mau": 1,
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"wau": 1,
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2019-06-04 03:24:08 +03:00
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"dau": 1,
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"dau_prop": 1.0,
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2019-05-31 02:18:56 +03:00
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},
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{
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2019-06-04 03:24:08 +03:00
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"addon_id": "tls13-version-fallback-rollout-bug1462099@mozilla.org",
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"mau": 1,
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"wau": None,
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2019-05-31 02:18:56 +03:00
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"dau": None,
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2019-06-04 03:24:08 +03:00
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"dau_prop": None,
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},
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{
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"addon_id": "screenshots@mozilla.org",
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"mau": 2,
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"wau": 1,
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"dau": 1,
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"dau_prop": 1.0,
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},
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{
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"addon_id": "non-system-addon1",
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"mau": 1,
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"wau": 1,
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"dau": 1,
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"dau_prop": 1.0,
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},
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{
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"addon_id": "firefox@getpocket.com",
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2019-05-31 02:18:56 +03:00
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"mau": 1,
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"wau": None,
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2019-06-04 03:24:08 +03:00
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"dau": None,
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"dau_prop": None,
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2019-05-31 02:18:56 +03:00
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},
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{
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2019-06-04 03:24:08 +03:00
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"addon_id": "hotfix-update-xpi-intermediate@mozilla.com",
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"mau": 1,
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"wau": 1,
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2019-05-31 02:18:56 +03:00
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"dau": 1,
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2019-06-04 03:24:08 +03:00
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"dau_prop": 1.0,
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},
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{
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"addon_id": "fxmonitor@mozilla.org",
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2019-05-31 02:18:56 +03:00
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"mau": 1,
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"wau": 1,
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2019-06-04 03:24:08 +03:00
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"dau": 1,
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"dau_prop": 1.0,
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},
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{
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"addon_id": "aushelper@mozilla.org",
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"mau": 1,
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"wau": None,
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"dau": None,
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"dau_prop": None,
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2019-05-31 02:18:56 +03:00
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},
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{
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2019-06-04 03:24:08 +03:00
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"addon_id": "onboarding@mozilla.org",
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"mau": 1,
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"wau": None,
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2019-05-31 02:18:56 +03:00
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"dau": None,
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2019-06-04 03:24:08 +03:00
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"dau_prop": None,
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},
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{
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"addon_id": "activity-stream@mozilla.org",
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"mau": 1,
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"wau": None,
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"dau": None,
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"dau_prop": None,
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},
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{
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"addon_id": "non-system-addon2",
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"mau": 1,
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"wau": 1,
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"dau": 1,
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"dau_prop": 1.0,
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},
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{
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"addon_id": "followonsearch@mozilla.com",
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2019-05-31 02:18:56 +03:00
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"mau": 1,
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"wau": None,
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2019-06-04 03:24:08 +03:00
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"dau": None,
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"dau_prop": None,
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},
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{
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"addon_id": "formautofill@mozilla.org",
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"mau": 2,
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"wau": 1,
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"dau": 1,
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"dau_prop": 1.0,
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": "webcompat@mozilla.org",
|
|
|
|
|
"mau": 2,
|
|
|
|
|
"wau": 1,
|
|
|
|
|
"dau": 1,
|
|
|
|
|
"dau_prop": 1.0,
|
2019-05-31 02:18:56 +03:00
|
|
|
},
|
|
|
|
|
]
|
2019-06-04 03:24:08 +03:00
|
|
|
|
2019-05-31 02:18:56 +03:00
|
|
|
assert output == expected_output
|
|
|
|
|
|
|
|
|
|
|
2019-06-01 00:21:35 +03:00
|
|
|
def test_top_ten_coinstalls(addons_expanded_day, spark):
|
2019-05-31 02:18:56 +03:00
|
|
|
"""
|
|
|
|
|
Given a dataframe of some actual sampled data, ensure that
|
|
|
|
|
the get_pct_tracking_enabled outputs the correct dataframe
|
|
|
|
|
:param main_summary_tto: pytest fixture defined above, sample data from main_summary
|
|
|
|
|
:return: assertion whether the expected output indeed matches the true output
|
|
|
|
|
"""
|
2019-06-01 00:21:35 +03:00
|
|
|
output = df_to_json(get_top_10_coinstalls(addons_expanded_day))
|
|
|
|
|
expected = [
|
|
|
|
|
{
|
|
|
|
|
"addon_id": u"baidu-code-update@mozillaonline.com",
|
|
|
|
|
"top_10_coinstalls": {
|
|
|
|
|
u"0": u"non-system-addon2",
|
|
|
|
|
u"1": u"non-system-addon1",
|
|
|
|
|
},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": u"screenshots@mozilla.org",
|
|
|
|
|
"top_10_coinstalls": {
|
|
|
|
|
u"0": u"hotfix-update-xpi-intermediate@mozilla.com",
|
|
|
|
|
u"1": u"non-system-addon1",
|
|
|
|
|
},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": u"non-system-addon1",
|
|
|
|
|
"top_10_coinstalls": {
|
|
|
|
|
u"0": u"non-system-addon1",
|
|
|
|
|
u"1": u"non-system-addon2",
|
|
|
|
|
},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": u"hotfix-update-xpi-intermediate@mozilla.com",
|
|
|
|
|
"top_10_coinstalls": {
|
|
|
|
|
u"0": u"non-system-addon1",
|
|
|
|
|
u"1": u"non-system-addon2",
|
|
|
|
|
},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": u"fxmonitor@mozilla.org",
|
|
|
|
|
"top_10_coinstalls": {
|
|
|
|
|
u"0": u"non-system-addon1",
|
|
|
|
|
u"1": u"hotfix-update-xpi-intermediate@mozilla.com",
|
|
|
|
|
},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": u"non-system-addon2",
|
|
|
|
|
"top_10_coinstalls": {
|
|
|
|
|
u"0": u"non-system-addon2",
|
|
|
|
|
u"1": u"non-system-addon1",
|
|
|
|
|
},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": u"formautofill@mozilla.org",
|
|
|
|
|
"top_10_coinstalls": {
|
|
|
|
|
u"0": u"non-system-addon1",
|
|
|
|
|
u"1": u"non-system-addon2",
|
|
|
|
|
},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": u"webcompat@mozilla.org",
|
|
|
|
|
"top_10_coinstalls": {
|
|
|
|
|
u"0": u"non-system-addon1",
|
|
|
|
|
u"1": u"non-system-addon2",
|
|
|
|
|
},
|
|
|
|
|
},
|
|
|
|
|
]
|
2019-05-31 02:18:56 +03:00
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_engagement_metrics(addons_expanded_day, main_summary_day, spark):
|
|
|
|
|
"""
|
|
|
|
|
Given a dataframe of some actual sampled data, ensure that
|
|
|
|
|
the get_pct_tracking_enabled outputs the correct dataframe
|
|
|
|
|
:param addons_expanded: pytest fixture defined above
|
|
|
|
|
:return: assertion whether the expected output indeed matches the true output
|
|
|
|
|
"""
|
2019-05-31 21:08:46 +03:00
|
|
|
output = df_to_json(get_engagement_metrics(addons_expanded_day, main_summary_day))
|
2019-05-31 02:18:56 +03:00
|
|
|
expected_output = [
|
|
|
|
|
{
|
|
|
|
|
"active_hours": 0.18194444444444444,
|
|
|
|
|
"addon_id": u"baidu-code-update@mozillaonline.com",
|
|
|
|
|
"avg_time_total": 747.0,
|
|
|
|
|
"disabled": None,
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"active_hours": 0.18194444444444444,
|
|
|
|
|
"addon_id": u"screenshots@mozilla.org",
|
|
|
|
|
"avg_time_total": 747.0,
|
|
|
|
|
"disabled": None,
|
|
|
|
|
},
|
2019-06-01 00:21:35 +03:00
|
|
|
{
|
|
|
|
|
"active_hours": 0.18194444444444444,
|
|
|
|
|
"addon_id": u"non-system-addon1",
|
|
|
|
|
"avg_time_total": 747.0,
|
|
|
|
|
"disabled": None,
|
|
|
|
|
},
|
2019-05-31 02:18:56 +03:00
|
|
|
{
|
|
|
|
|
"active_hours": 0.18194444444444444,
|
|
|
|
|
"addon_id": u"hotfix-update-xpi-intermediate@mozilla.com",
|
|
|
|
|
"avg_time_total": 747.0,
|
|
|
|
|
"disabled": None,
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"active_hours": 0.18194444444444444,
|
|
|
|
|
"addon_id": u"fxmonitor@mozilla.org",
|
|
|
|
|
"avg_time_total": 747.0,
|
|
|
|
|
"disabled": None,
|
|
|
|
|
},
|
2019-06-01 00:21:35 +03:00
|
|
|
{
|
|
|
|
|
"active_hours": 0.18194444444444444,
|
|
|
|
|
"addon_id": u"non-system-addon2",
|
|
|
|
|
"avg_time_total": 747.0,
|
|
|
|
|
"disabled": None,
|
|
|
|
|
},
|
2019-05-31 02:18:56 +03:00
|
|
|
{
|
|
|
|
|
"active_hours": 0.18194444444444444,
|
|
|
|
|
"addon_id": u"formautofill@mozilla.org",
|
|
|
|
|
"avg_time_total": 747.0,
|
|
|
|
|
"disabled": None,
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"active_hours": 0.18194444444444444,
|
|
|
|
|
"addon_id": u"webcompat@mozilla.org",
|
|
|
|
|
"avg_time_total": 747.0,
|
|
|
|
|
"disabled": None,
|
|
|
|
|
},
|
|
|
|
|
]
|
|
|
|
|
assert output == expected_output
|
2019-06-04 20:32:25 +03:00
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_install_flows(events):
|
|
|
|
|
output = df_to_json(install_flow_events(events))
|
|
|
|
|
expected_output = [
|
|
|
|
|
{
|
|
|
|
|
"addon_id": "screenshots@mozilla.org",
|
|
|
|
|
"avg_download_time": None,
|
|
|
|
|
"installs": {"amo": 2, "unknown": 0},
|
|
|
|
|
"uninstalls": {"system-addon": 1},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": "screenshots@mozilla.org",
|
|
|
|
|
"avg_download_time": 584.5,
|
|
|
|
|
"installs": {"amo": 2, "unknown": 0},
|
|
|
|
|
"uninstalls": {"system-addon": 1},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": "fxmonitor@mozilla.org",
|
|
|
|
|
"avg_download_time": None,
|
|
|
|
|
"installs": None,
|
|
|
|
|
"uninstalls": {"system-addon": 1},
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": "jid1-h4Ke2h5q31uuK7@jetpack",
|
|
|
|
|
"avg_download_time": 1704.0,
|
|
|
|
|
"installs": {"amo": 1, "unknown": 0},
|
|
|
|
|
"uninstalls": None,
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": "{87e997f4-ae0e-42e6-a780-ff73977188c5}",
|
|
|
|
|
"avg_download_time": 3015.0,
|
|
|
|
|
"installs": {"amo": 1, "unknown": 0},
|
|
|
|
|
"uninstalls": None,
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": "{08cc31c0-b1cb-461c-8ba2-95edd9e76a02}",
|
|
|
|
|
"avg_download_time": 998.0,
|
|
|
|
|
"installs": {"amo": 1, "unknown": 0},
|
|
|
|
|
"uninstalls": None,
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"addon_id": "Directions_Found_mVBuOLkFzz@www.directionsfoundnt.com",
|
|
|
|
|
"avg_download_time": 572.0,
|
|
|
|
|
"installs": {"amo": 0, "unknown": 1},
|
|
|
|
|
"uninstalls": None,
|
|
|
|
|
},
|
|
|
|
|
]
|
