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bigquery-etl
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Replace normalize search engine with stub implementation (#2258)

This commit is contained in:
Ben Wu 2021-08-12 12:30:13 -04:00 коммит произвёл GitHub
Родитель aab16d809a
Коммит dbf25769cd
Не найден ключ, соответствующий данной подписи
Идентификатор ключа GPG: 4AEE18F83AFDEB23
6 изменённых файлов: 24 добавлений и 35 удалений
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2
.circleci/config.yml
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@ -370,7 +370,7 @@ jobs:
git clone --single-branch --branch main \
git@github.com:mozilla/private-bigquery-etl.git \
~/private-bigquery-etl
rsync --archive --ignore-existing ~/private-bigquery-etl/sql/ sql/
rsync --archive ~/private-bigquery-etl/sql/ sql/
- run:
name: Generate SQL content
command: |

5
sql/moz-fx-data-shared-prod/udf/normalize_search_engine/metadata.yaml
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@ -1,3 +1,6 @@
---
description: Return normalized engine name for recognized engines
description: >
Return normalized engine name for recognized engines
This is a stub implementation for use with tests; real implementation is in
private-bigquery-etl
friendly_name: Normalize Search Engine

36
sql/moz-fx-data-shared-prod/udf/normalize_search_engine/udf.sql
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@ -1,7 +1,8 @@
/*
Return normalized engine name for recognized engines
This is a stub implementation for use with tests in this repo
Real implementation is in private-bigquery-etl
*/
CREATE OR REPLACE FUNCTION udf.normalize_search_engine(engine STRING) AS (
CASE
@ -10,31 +11,17 @@ CREATE OR REPLACE FUNCTION udf.normalize_search_engine(engine STRING) AS (
THEN
NULL
WHEN
STARTS_WITH(LOWER(engine), 'google')
STARTS_WITH(LOWER(engine), 'engine1')
THEN
'Google'
'Engine1'
WHEN
STARTS_WITH(LOWER(engine), 'ddg')
OR STARTS_WITH(LOWER(engine), 'duckduckgo')
STARTS_WITH(LOWER(engine), 'engine2')
THEN
'DuckDuckGo'
'Engine2'
WHEN
STARTS_WITH(LOWER(engine), 'bing')
STARTS_WITH(LOWER(engine), 'engine3')
THEN
'Bing'
WHEN
STARTS_WITH(LOWER(engine), 'yandex')
OR STARTS_WITH(LOWER(engine), 'yasearch')
THEN
'Yandex'
WHEN
STARTS_WITH(LOWER(engine), 'amazon')
THEN
'Amazon'
WHEN
STARTS_WITH(LOWER(engine), 'ebay')
THEN
'Ebay'
'Engine3'
ELSE
'Other'
END
@ -42,9 +29,8 @@ CREATE OR REPLACE FUNCTION udf.normalize_search_engine(engine STRING) AS (
-- Test
SELECT
assert.equals('Google', udf.normalize_search_engine('google')),
assert.equals('Google', udf.normalize_search_engine('Google-abc')),
assert.equals('Other', udf.normalize_search_engine('not-bing')),
assert.equals('Other', udf.normalize_search_engine('other-Google')),
assert.equals('Engine1', udf.normalize_search_engine('engine1')),
assert.equals('Engine2', udf.normalize_search_engine('Engine2-abc')),
assert.equals('Other', udf.normalize_search_engine('not-Engine1')),
assert.equals('Other', udf.normalize_search_engine('engine')),
assert.null(udf.normalize_search_engine(NULL))

6
tests/sql/moz-fx-data-shared-prod/search_derived/search_clients_last_seen_v1/test_single_day/expect.ndjson
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@ -1,3 +1,3 @@
{"submission_date":"2019-10-02","client_id":"client1","days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "engine_searches": [{"key": "Google", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}], "sample_id": 84, "country": "RE", "user_pref_browser_search_region": "RE", "app_version": "69.0.1", "default_search_engine": "other-Yahoo Web", "default_search_engine_data_load_path": "c0ffee", "locale": "en-US", "profile_age_in_days": 0, "active_addons_count_mean": 1, "max_concurrent_tab_count_max": 1, "tab_open_event_count_sum": 2, "active_hours_sum": 2, "subsession_hours_sum": 2, "sessions_started_on_this_day": 2, "total_searches":6, "tagged_searches": 0, "ad_click": 1, "search_with_ads": 0, "organic": 0, "sap": 6, "profile_creation_date": 18171, "os": "Windows_NT", "os_version": "1", "channel": "release"}
{"submission_date":"2019-10-02","client_id":"client2","days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAQ==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "engine_searches": [{"key": "Bing", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}, {"key": "DuckDuckGo", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}], "sample_id": 84, "country": "EE", "user_pref_browser_search_region": "EE", "app_version": "69.0", "default_search_engine": "other", "default_search_engine_data_load_path": "c0ffee", "locale": "en-US", "profile_age_in_days": 2, "active_addons_count_mean": 2, "max_concurrent_tab_count_max": 2, "tab_open_event_count_sum": 4, "active_hours_sum": 4, "subsession_hours_sum": 4, "sessions_started_on_this_day": 4, "total_searches": 4, "tagged_searches": 2, "ad_click": 0, "search_with_ads": 0, "organic": 0, "sap": 2, "tagged_sap": 2, "profile_creation_date": 17764, "os":"Linux", "default_search_engine_data_submission_url": "https://duckduckgo.com/html/", "os_version": "2", "channel": "release"}
{"submission_date":"2019-10-02", "client_id": "client3", "days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAA==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAA==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "engine_searches": [{"key": "Google", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}], "ad_click": 0, "sample_id": 84 , "search_with_ads": 0, "tagged_searches": 0, "total_searches": 0, "profile_age_in_days": 3}
{"submission_date":"2019-10-02","client_id":"client1","days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "engine_searches": [{"key": "Engine1", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 6], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}], "sample_id": 84, "country": "RE", "user_pref_browser_search_region": "RE", "app_version": "69.0.1", "default_search_engine": "other-Yahoo Web", "default_search_engine_data_load_path": "c0ffee", "locale": "en-US", "profile_age_in_days": 0, "active_addons_count_mean": 1, "max_concurrent_tab_count_max": 1, "tab_open_event_count_sum": 2, "active_hours_sum": 2, "subsession_hours_sum": 2, "sessions_started_on_this_day": 2, "total_searches":6, "tagged_searches": 0, "ad_click": 1, "search_with_ads": 0, "organic": 0, "sap": 6, "profile_creation_date": 18171, "os": "Windows_NT", "os_version": "1", "channel": "release"}
{"submission_date":"2019-10-02","client_id":"client2","days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAQ==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "engine_searches": [{"key": "Engine2", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}, {"key": "Engine3", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}], "sample_id": 84, "country": "EE", "user_pref_browser_search_region": "EE", "app_version": "69.0", "default_search_engine": "other", "default_search_engine_data_load_path": "c0ffee", "locale": "en-US", "profile_age_in_days": 2, "active_addons_count_mean": 2, "max_concurrent_tab_count_max": 2, "tab_open_event_count_sum": 4, "active_hours_sum": 4, "subsession_hours_sum": 4, "sessions_started_on_this_day": 4, "total_searches": 4, "tagged_searches": 2, "ad_click": 0, "search_with_ads": 0, "organic": 0, "sap": 2, "tagged_sap": 2, "profile_creation_date": 17764, "os":"Linux", "default_search_engine_data_submission_url": "https://duckduckgo.com/html/", "os_version": "2", "channel": "release"}
{"submission_date":"2019-10-02", "client_id": "client3", "days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAA==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAA==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "engine_searches": [{"key": "Engine1", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}], "ad_click": 0, "sample_id": 84 , "search_with_ads": 0, "tagged_searches": 0, "total_searches": 0, "profile_age_in_days": 3}

8
tests/sql/moz-fx-data-shared-prod/search_derived/search_clients_last_seen_v1/test_single_day/search_clients_daily_v8.ndjson
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@ -1,4 +1,4 @@
{"submission_date":"2019-10-02","client_id":"client1","engine":"google-b-d","source":"alias-1","country":"RE","app_version":"69.0.1","locale":"en-US","os":"Windows_NT","channel":"release","profile_creation_date":18171,"default_search_engine":"other-Yahoo Web","default_search_engine_data_load_path":"c0ffee","sample_id":84,"sessions_started_on_this_day":1,"profile_age_in_days":0,"subsession_hours_sum":1,"active_addons_count_mean":1,"max_concurrent_tab_count_max":1,"tab_open_event_count_sum":1,"active_hours_sum":1,"sap":5,"user_pref_browser_search_region":"RE","os_version":"1","ad_click":1, "organic": 0}
{"submission_date":"2019-10-02","client_id":"client1","engine":"google-b-d","source":"alias","country":"RE","app_version":"69.0.1","locale":"en-US","os":"Windows_NT","channel":"release","profile_creation_date":18171,"default_search_engine":"other-Yahoo Web","default_search_engine_data_load_path":"c0ffee","sample_id":84,"sessions_started_on_this_day":1,"profile_age_in_days":0,"subsession_hours_sum":1,"active_addons_count_mean":1,"max_concurrent_tab_count_max":1,"tab_open_event_count_sum":1,"active_hours_sum":1,"sap":1,"user_pref_browser_search_region":"RE","os_version":"1", "organic": 0}
{"submission_date":"2019-10-02","client_id":"client2","engine":"bing","source":"alias","country":"EE","app_version":"69.0","locale":"en-US","os":"Linux","channel":"release","profile_creation_date":17764,"default_search_engine":"other","default_search_engine_data_load_path":"c0ffee","default_search_engine_data_submission_url":"https://duckduckgo.com/html/","sample_id":84,"sessions_started_on_this_day":2,"profile_age_in_days":2,"subsession_hours_sum":2,"active_addons_count_mean":2,"max_concurrent_tab_count_max":2,"tab_open_event_count_sum":2,"active_hours_sum":2,"sap":2,"user_pref_browser_search_region":"EE","os_version":"2", "organic": 0}
{"submission_date":"2019-10-02","client_id":"client2","engine":"duckduckgo","source":"in-content:organic:lm","country":"EE","app_version":"69.0","locale":"en-US","os":"Linux","channel":"release","profile_creation_date":17764,"default_search_engine":"other","default_search_engine_data_load_path":"c0ffee","default_search_engine_data_submission_url":"https://duckduckgo.com/html/","sample_id":84,"sessions_started_on_this_day":2,"profile_age_in_days":2,"subsession_hours_sum":2,"active_addons_count_mean":2,"max_concurrent_tab_count_max":2,"tab_open_event_count_sum":2,"active_hours_sum":2,"tagged_sap":2,"user_pref_browser_search_region":"EE","os_version":"2", "organic": 0}
{"submission_date":"2019-10-02","client_id":"client1","engine":"engine1","source":"alias-1","country":"RE","app_version":"69.0.1","locale":"en-US","os":"Windows_NT","channel":"release","profile_creation_date":18171,"default_search_engine":"other-Yahoo Web","default_search_engine_data_load_path":"c0ffee","sample_id":84,"sessions_started_on_this_day":1,"profile_age_in_days":0,"subsession_hours_sum":1,"active_addons_count_mean":1,"max_concurrent_tab_count_max":1,"tab_open_event_count_sum":1,"active_hours_sum":1,"sap":5,"user_pref_browser_search_region":"RE","os_version":"1","ad_click":1, "organic": 0}
{"submission_date":"2019-10-02","client_id":"client1","engine":"engine1","source":"alias","country":"RE","app_version":"69.0.1","locale":"en-US","os":"Windows_NT","channel":"release","profile_creation_date":18171,"default_search_engine":"other-Yahoo Web","default_search_engine_data_load_path":"c0ffee","sample_id":84,"sessions_started_on_this_day":1,"profile_age_in_days":0,"subsession_hours_sum":1,"active_addons_count_mean":1,"max_concurrent_tab_count_max":1,"tab_open_event_count_sum":1,"active_hours_sum":1,"sap":1,"user_pref_browser_search_region":"RE","os_version":"1", "organic": 0}
{"submission_date":"2019-10-02","client_id":"client2","engine":"engine2","source":"alias","country":"EE","app_version":"69.0","locale":"en-US","os":"Linux","channel":"release","profile_creation_date":17764,"default_search_engine":"other","default_search_engine_data_load_path":"c0ffee","default_search_engine_data_submission_url":"https://duckduckgo.com/html/","sample_id":84,"sessions_started_on_this_day":2,"profile_age_in_days":2,"subsession_hours_sum":2,"active_addons_count_mean":2,"max_concurrent_tab_count_max":2,"tab_open_event_count_sum":2,"active_hours_sum":2,"sap":2,"user_pref_browser_search_region":"EE","os_version":"2", "organic": 0}
{"submission_date":"2019-10-02","client_id":"client2","engine":"engine3","source":"in-content:organic:lm","country":"EE","app_version":"69.0","locale":"en-US","os":"Linux","channel":"release","profile_creation_date":17764,"default_search_engine":"other","default_search_engine_data_load_path":"c0ffee","default_search_engine_data_submission_url":"https://duckduckgo.com/html/","sample_id":84,"sessions_started_on_this_day":2,"profile_age_in_days":2,"subsession_hours_sum":2,"active_addons_count_mean":2,"max_concurrent_tab_count_max":2,"tab_open_event_count_sum":2,"active_hours_sum":2,"tagged_sap":2,"user_pref_browser_search_region":"EE","os_version":"2", "organic": 0}

2
tests/sql/moz-fx-data-shared-prod/search_derived/search_clients_last_seen_v1/test_single_day/search_clients_last_seen_v1.ndjson
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@ -1,2 +1,2 @@
{"submission_date":"2019-10-01", "client_id": "client2", "days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAA==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "engine_searches": [], "ad_click": 0, "sample_id": 84 , "search_with_ads": 0, "tagged_searches": 0, "total_searches": 0, "profile_age_in_days": 2}
{"submission_date":"2019-10-01", "client_id": "client3", "days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAA==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAA==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "engine_searches": [{"key": "Google", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}], "ad_click": 0, "sample_id": 84 , "search_with_ads": 0, "tagged_searches": 0, "total_searches": 0, "profile_age_in_days": 3}
{"submission_date":"2019-10-01", "client_id": "client3", "days_seen_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAA==", "days_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAA==", "days_tagged_searched_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_searched_with_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_clicked_ads_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "days_created_profile_bytes": "AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA==", "engine_searches": [{"key": "Engine1", "value": {"total_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0], "tagged_searches": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "search_with_ads": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], "ad_click": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]}}], "ad_click": 0, "sample_id": 84 , "search_with_ads": 0, "tagged_searches": 0, "total_searches": 0, "profile_age_in_days": 3}