These are my notes, and hopefully a guide to future coders, on how to add an ad network to Herby. [It assumes you already have the source and are able to run it; there are some documents on google drive with details.]
Project Organization
Here are the interesting things I see.
handlers/adHandler.js -> forwards all calls that make an ad network do things to classes specific to those ad networks (which are all in handlers/adNetwork/).
handlers/cron.js -> clear schedules things in the system to get data, using daily queues (and other queues), based on something called queueHandler.
Data At Rest
Looking at the models (models/*.js) and the data in a copy of the MongoDB, we see things like this:
Ad Network
company *: string
adnetwork *: string
name *: string
user: string
key: string
pass: string
accountId: string
adClientId: string
token { complex type }
ok_status: boolean
message: string
active: boolean
created: date
created_by: (user)
updated: date
updated_by: (user)
If we have multiple ad network accounts (ex. one for TopGameStudio and one for CrystalBuffalo) they each have their own entries in the database.
You can add a new instance of an ad network in Herby by choosing “Config” -> “Linked Accounts”, and then “+ Add New”.
The First Function
adHandler.js forwards calls to different ad networks. This is the first function, implemented by all the ad networks except AdMob:
requestConnection() ← connect()
Getting the First Function Going
The requestConnection() function appears to exist so we can try and see if we have things right (ex. right URL and right credentials.) It is called for the AdNetwork through adHandler.connect() by adnetworkController.checkConnection(), which is tied to the admin URL route “/adnetwork/connect/:id” which is (2) referenced in config_adnetwork_single.pug, which is rendered by adnetworkController.showAdnetworkById() tied to the “/adnetwork/:id” admin route. (1) We can get at that route through config_adnetworks.pug, rendered by adnetworkController.showAdnetworks(), tied to the “/adnetwork” admin route.
So, we can (1) go to http://herby.aeriacanada.com/config/adnetwork, and (2) click on and ad network. Aha. 
On the edit an ad network page, there are icons (coming from Font Awesome). fa-edit (the pencil on paper) to edit the network; fa-clipboard-check to get the placements; fa-question-circle that tells about getting the placement list (?), and, if the ad network is not in ‘ok’ status, fa-plug to test the connection.
Now that we have a URL that fills in the :id field for the ad network, we could change it to invoke the connect handler ourselves. I’m wondering if there is a downside to doing that as Homero went to extra work to make it unavailable under normal conditions.
Firing up my own instance of Herby, I went into the database, changed the ok_status for one of the networks to false, and sure enough, a plug icon showed up. Clicking on it, I got an error. (Mind you, the error message didn’t show the expected error. I think something is amiss in the error handler).
Create a connect method that returns a 404
I’m adding chocolate mediation. I’ve created a file called handlers/adNetwork/chocolateHandler.js like this:
const rp = require('request-promise');
exports.requestConnection = function(adNetwork) {
const getURL = "http://www.foo.bar/404";
const options = {
url: getURL,
json: true
}
return rp(options)
}
It should just cause a 404 error when invoked.
In handlers/adHandler.js, I added:
const ChocolateHandler = require('./adNetwork/chocolateHandler.js')
to the start, and
Chocolate:ChocolateHandler.requestConnection,
in exports.connect.
It turned out that I also needed to add something so this network would show up in the list. In helpers.js, in exports.adNetworkList, I added:
{
id: 'Chocolate',
display: 'Chocolate'
}
The ‘id’ field is used for internal strings (ie. looking things up in dictionaries), and the ‘display’ field is user-facing.
It also turned out that it’d be nice to have an icon.
Once again in helpers.js, this time in exports.iconClass, I added:
case 'Chocolate': return 'aa_chocolate'; break;
and to styles.css, I added:
.aa_chocolate {
background-position: -144px-36px;
}
(I chose an icon from app annie’s image of icons that vaguely resembled the chocolate icon.)
Yay! We do get a 404 error!
Performing an Actual Connection
Here is an actual URL for chocolate’s API (broken in pieces for ease of viewing):
https://optimusprime.vdopia.com/library/reportApi.php? auth=publisher& publisher_id=13075& ad_unit_id=12& apikey=bb33153e44cd4bf4a8a411584cdb326d& source=reporting_ssp_stats_admin& field=date,publisher,app_site,ad_unit,impressions,revenue,ecpm& start_date=2019-02-23& end_date=2019-02-23
Looking at the other networks, the useful pieces in the database we can access are: user, (api)key, pass(word), accountId, addClientId
Let’s do this:
- ‘accountId’ -> ‘publisher_id’
- ‘key’ -> ‘apikey’
- ‘adClientId’ -> ‘ad_unit_id’
Let’s also just grab the URL for one date and see what we get, for use in our connection function. (If we get no actual data, we know things are bad; it doesn’t give us a 404 though).
Here’s my code, which I think works:
exports.requestConnection = function(adNetwork)
{
const testDateString = moment().add(-1, 'days').format('YYYY-MM-DD')
const baseURL = "https://optimusprime.vdopia.com/library/reportApi.php?"
const parameters = new URLSearchParams({
auth: 'publisher',
publisher_id: adNetwork.accountId,
ad_unit_id: adNetwork.adClientId,
apikey: adNetwork.key,
source: 'reporting_ssp_stats_admin',
field: ['date', 'publisher', 'app_site', 'ad_unit', 'impressions', 'revenue', 'ecpm'],
start_date: testDateString,
end_date: testDateString
})
const options = {
url: baseURL + parameters.toString(),
json: true
}
return rp(options)
}
Adding the Needed Info to the Database
Okay, in the database, we need to enter in the accountId, key, and user.
The view for editing ad networks is “views/config_adnetwork_edit.pug”. It defines collapsible sections for the user, password, key, and token. Somehow, when you are on the right page, those fields hide and show depending upon the ad network you select.
Turns out it is controlled by a file called “public/javascripts/modules/smallFeatures/config_adnetwork_edit.js”. (It took me awhile to find this; finally I searched all files by ‘AdMob’).
* GRR *
Looks like I need to make this thing show more fields.
Analysis of Functions
adHandler.js forwards calls to different ad networks. At the time of writing, we have implementations for Ad Colony, AdMob, Applovin, Chartboost, Heyzap, InMobi, IronSource, Unity and Vungle. Here are a list of functionsin the ad networks, which function in ad Handler calls them, a list of which ad networks implement them, and some details of what the functions seem to do.
requestConnection() ← connect()
all ad networks except AdMob.
I think it is only called when you click on the ‘plug’ icon for an ad network that doesn’t have a proper ok_status (as mentioned a few paragraphs ago).
“/adnetwork/connect/:id” -> adnetworkController.checkConnection() -> adHandler.connect()
Parameter: adNetwork
– contains the data from the database for the given ad network.
Returns: a request-promise for a URL to GET.
Also related: errors go to a function called adHandler.parseErrors.
requestData() ← request()
all ad networks.
queueHandler.dailyRequestData() -> adHandler.request() -> requestData()
requestController.testRequest() -> adHandler.request() -> requestData()
Something sketchy in the queueHandler where it makes the call differently for Heyzap than it does for a specific list of other ad networks.
Parameters:
– opt { startDate, endDate, key, user, token, accountId }
– gameIDs # only used by Heyzap
Returns: a request-promise to download the URL that provides the data.
Related: normalizeData() is called immediately afterwards.
normalizeData() ← normalize()
all ad networks.
Parameters:
– rawResponse (from getData(), likely as an object read from a JSON reply)
– adNetwork (from DB)
Returns:
Appears to return a filtered list of dictionaries like so (but see actual examples of input and output below):
{
source_id:
this is some sort of ID returned from the ad network and found in the placements table as ‘origin_id’. Examples include “3401159” (Heyzap), “app99401999c9c04f01a1” (AdColony), “ca-app-pub-7083314419917416:9970831390” (AdMob),
company: adNetwork.name
adNetwork_id: adNetwork._id
name: the name of the game
ad_id: ‘UnityAds’, ‘IronSrc’, etc.
ad_type: ? some networks provide a value, others a blank
date: the day we are reporting stats for
plataform [sic]: ? ‘android’
country: a country code for the result
revenue: the revenue amount
impressions: number of impressions
clicks: number of clicks
split_by: ‘country’
}
What does queueHandler.dailyRequestData() do?
– it logs that it is “processing job {id}: revenue by country of {date} to {date} new”.
– it calls adHandler.request() followed by adHandler.normalize()
– if there is any data, it logs how many records it is saving
– it looks up the ‘unassigned’ bundle id and a ‘system’ user
– it finds ad ‘Placements’ (from the DB) using the ‘source_id’ returned by normalizing the data
– for any entry where no placement could be found, it created a list of missing placements. These will be added as new placements assigned to the ‘unassigned’ game.
– it finds the id for each game
– finally, it makes or updates a record for the AdRevenue
The ultimate effect seems to be:
– get the current data for this date range
– update our data, noting any games that have placements that are unknown
I’m not at all sure what I’m supposed to do given that I don’t have a country breakdown. Looking over the country table, I’m going to return “–” for unknown.
How do we test this?
I’m convinced that requestController.testRequest() exists for this purpose. You can access it via the URL “/request-test”
Here’s what I’ve got:
In requestController.js,
exports.testRequest = async (req,res)=>{
const adNetwork = await Adnetwork.findOne({adnetwork: "Chocolate"});
let response = await adHandler.request(adNetwork, '2019-02-27', '2019-02-27')
///response = adHandler.normalizeDataByCountry(response, adNetwork);
res.json(response);
};
and I needed to add the routes in adHandler.js, to the request and normalize methods (not shown).
Also, very useful to know, if you use the console.log() function in the code, it logs, well, to the console/terminal window you are running the application in.
Woohoo! I finally got something!
How to stop jobs from kicking off: comment out the cron.js file. (Just don’t check it in that way!)
Actual Examples of Input -> Output
To do this, I changed the code in requestController.testRequest to look like:
exports.testRequest = async (req,res)=>{
//const adNetwork = await Adnetwork.findOne({adnetwork: "Chartboost"});
const adNetwork = await Adnetwork.findOne({_id:'59f0c8397f5419536c7eb5c5'});
console.log(adNetwork);
console.log('')
let response = await adHandler.request(adNetwork, '2019-02-27', '2019-02-27');
console.log("Got data");
let input = response;
response = adHandler.normalize(response, adNetwork);
console.log("normalized data");
let output = response;
res.json({input, output});
};
Chartboost:
{"input":[{"dt":"2019-02-27","appId":"5824ab0843150f1290a95574","app":"The Survival Hunter Games 2","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":80,"clicksDelivered":6,"installsDelivered":0,"videoCompletedDelivered":68,"moneyEarned":0,"ctrDelivered":0.07500000298023224,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"584a921543150f42499dc773","app":"Cube of Duty: Battlefield","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":29,"clicksDelivered":3,"installsDelivered":0,"videoCompletedDelivered":28,"moneyEarned":0,"ctrDelivered":0.1034482792019844,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"586e4ca7f6cd451264bd65b5","app":"Block Wars Survival Games","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":13,"clicksDelivered":3,"installsDelivered":0,"videoCompletedDelivered":12,"moneyEarned":0,"ctrDelivered":0.23076923191547394,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"587787e104b0162f5c2997b8","app":"Most Wanted Craft Attack","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":7,"clicksDelivered":0,"installsDelivered":0,"videoCompletedDelivered":6,"moneyEarned":0,"ctrDelivered":0,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"5889f1cf43150f3e9caf2745","app":"The Survival Hungry Games 2","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":12,"clicksDelivered":0,"installsDelivered":0,"videoCompletedDelivered":9,"moneyEarned":0,"ctrDelivered":0,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"59278e2df6cd45340df56dd0","app":"Mutant Block Zombie Attack","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":14,"clicksDelivered":2,"installsDelivered":0,"videoCompletedDelivered":10,"moneyEarned":0.011016299948096275,"ctrDelivered":0.1428571492433548,"installRateDelivered":0,"ecpmEarned":0.7868785858154297,"cpcvEarned":0.0011016300413757563},{"dt":"2019-02-27","appId":"577189eef6cd452014e1f8ba","app":"Cube Wars Battlefield Survival","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":195,"clicksDelivered":29,"installsDelivered":1,"videoCompletedDelivered":161,"moneyEarned":0.706089973449707,"ctrDelivered":0.1487179547548294,"installRateDelivered":0.03448275849223137,"ecpmEarned":3.62097430229187,"cpcvEarned":0.00016204782878048718},{"dt":"2019-02-27","appId":"583448f704b01601da1c81d0","app":"Block League Heroes United","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":4,"clicksDelivered":2,"installsDelivered":0,"videoCompletedDelivered":4,"moneyEarned":0,"ctrDelivered":0.5,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"585219d9f6cd452b39edeecf","app":"Diverse Block Survival Game","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":27,"clicksDelivered":6,"installsDelivered":0,"videoCompletedDelivered":26,"moneyEarned":0,"ctrDelivered":0.2222222238779068,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"5852d484f6cd450dec19ad2d","app":"American Block Sniper Survival","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":28,"clicksDelivered":4,"installsDelivered":0,"videoCompletedDelivered":22,"moneyEarned":0,"ctrDelivered":0.1428571492433548,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"5893954cf6cd457883e5e43e","app":"Block Hunter Survival Games","campaignType":"network","adType":"rewarded_video","platform":"Google Play","countryCode":"US","adLocation":"overall","impressionsDelivered":2,"clicksDelivered":0,"installsDelivered":0,"videoCompletedDelivered":0,"moneyEarned":0,"ctrDelivered":0,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"591b36d043150f505dcf4922","app":"The Survival Hunter Games iOS","campaignType":"network","adType":"video_interstitial","platform":"iOS","countryCode":"AU","adLocation":"overall","impressionsDelivered":1,"clicksDelivered":0,"installsDelivered":0,"videoCompletedDelivered":0,"moneyEarned":0,"ctrDelivered":0,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"591b36d043150f505dcf4922","app":"The Survival Hunter Games iOS","campaignType":"network","adType":"video_interstitial","platform":"iOS","countryCode":"IQ","adLocation":"overall","impressionsDelivered":1,"clicksDelivered":0,"installsDelivered":0,"videoCompletedDelivered":0,"moneyEarned":0,"ctrDelivered":0,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"591b36d043150f505dcf4922","app":"The Survival Hunter Games iOS","campaignType":"network","adType":"rewarded_video","platform":"iOS","countryCode":"US","adLocation":"overall","impressionsDelivered":2,"clicksDelivered":1,"installsDelivered":0,"videoCompletedDelivered":1,"moneyEarned":0.015501799993216991,"ctrDelivered":0.5,"installRateDelivered":0,"ecpmEarned":7.750899791717529,"cpcvEarned":0.015501799993216991},{"dt":"2019-02-27","appId":"591b36d043150f505dcf4922","app":"The Survival Hunter Games iOS","campaignType":"network","adType":"video_interstitial","platform":"iOS","countryCode":"ES","adLocation":"overall","impressionsDelivered":1,"clicksDelivered":0,"installsDelivered":0,"videoCompletedDelivered":1,"moneyEarned":0.0027503198944032192,"ctrDelivered":0,"installRateDelivered":0,"ecpmEarned":2.7503199577331543,"cpcvEarned":0.0027503198944032192},{"dt":"2019-02-27","appId":"5ba179a8e5a1ee58ca0fa7d8","app":"Hero Storm","campaignType":"network","adType":"rewarded_video","platform":"iOS","countryCode":"CA","adLocation":"overall","impressionsDelivered":1,"clicksDelivered":0,"installsDelivered":0,"videoCompletedDelivered":1,"moneyEarned":0,"ctrDelivered":0,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0},{"dt":"2019-02-27","appId":"5ba179a8e5a1ee58ca0fa7d8","app":"Hero Storm","campaignType":"network","adType":"rewarded_video","platform":"iOS","countryCode":"US","adLocation":"overall","impressionsDelivered":8,"clicksDelivered":1,"installsDelivered":0,"videoCompletedDelivered":8,"moneyEarned":0,"ctrDelivered":0.125,"installRateDelivered":0,"ecpmEarned":0,"cpcvEarned":0}],"output":[{"source_id":"5824ab0843150f1290a95574","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"The Survival Hunter Games 2","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":80,"clicks":6,"split_by":"country"},{"source_id":"584a921543150f42499dc773","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Cube of Duty: Battlefield","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":29,"clicks":3,"split_by":"country"},{"source_id":"586e4ca7f6cd451264bd65b5","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Block Wars Survival Games","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":13,"clicks":3,"split_by":"country"},{"source_id":"587787e104b0162f5c2997b8","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Most Wanted Craft Attack","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":7,"clicks":0,"split_by":"country"},{"source_id":"5889f1cf43150f3e9caf2745","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"The Survival Hungry Games 2","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":12,"clicks":0,"split_by":"country"},{"source_id":"59278e2df6cd45340df56dd0","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Mutant Block Zombie Attack","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0.011016299948096275,"impressions":14,"clicks":2,"split_by":"country"},{"source_id":"577189eef6cd452014e1f8ba","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Cube Wars Battlefield Survival","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0.706089973449707,"impressions":195,"clicks":29,"split_by":"country"},{"source_id":"583448f704b01601da1c81d0","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Block League Heroes United","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":4,"clicks":2,"split_by":"country"},{"source_id":"585219d9f6cd452b39edeecf","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Diverse Block Survival Game","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":27,"clicks":6,"split_by":"country"},{"source_id":"5852d484f6cd450dec19ad2d","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"American Block Sniper Survival","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":28,"clicks":4,"split_by":"country"},{"source_id":"5893954cf6cd457883e5e43e","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Block Hunter Survival Games","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":2,"clicks":0,"split_by":"country"},{"source_id":"591b36d043150f505dcf4922","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"The Survival Hunter Games iOS","ad_id":"Chartboost","ad_type":"video_interstitial","date":"2019-02-27","plataform":"iOS","country":"AU","revenue":0,"impressions":1,"clicks":0,"split_by":"country"},{"source_id":"591b36d043150f505dcf4922","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"The Survival Hunter Games iOS","ad_id":"Chartboost","ad_type":"video_interstitial","date":"2019-02-27","plataform":"iOS","country":"IQ","revenue":0,"impressions":1,"clicks":0,"split_by":"country"},{"source_id":"591b36d043150f505dcf4922","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"The Survival Hunter Games iOS","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"iOS","country":"US","revenue":0.015501799993216991,"impressions":2,"clicks":1,"split_by":"country"},{"source_id":"591b36d043150f505dcf4922","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"The Survival Hunter Games iOS","ad_id":"Chartboost","ad_type":"video_interstitial","date":"2019-02-27","plataform":"iOS","country":"ES","revenue":0.0027503198944032192,"impressions":1,"clicks":0,"split_by":"country"},{"source_id":"5ba179a8e5a1ee58ca0fa7d8","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Hero Storm","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"iOS","country":"CA","revenue":0,"impressions":1,"clicks":0,"split_by":"country"},{"source_id":"5ba179a8e5a1ee58ca0fa7d8","company":"Chartboost - GameCompany A","adNetwork_id":"59f25439f77ade5c4c59d7bf","name":"Hero Storm","ad_id":"Chartboost","ad_type":"rewarded_video","date":"2019-02-27","plataform":"iOS","country":"US","revenue":0,"impressions":8,"clicks":1,"split_by":"country"}]}
Applovin – Game Co B:
{"input":{"code":200,"results":[{"day":"2019-02-27","impressions":"1","clicks":"1","revenue":"0","ecpm":"0","platform":"android","application":"block league heroes united","package_name":"com.freegamesstudio.blockleagueheroesunited","ad_type":"VIDEO","country":"us"},{"day":"2019-02-27","impressions":"1","clicks":"0","revenue":"0","ecpm":"0","platform":"android","application":"cops vs robbers: jail break 2","package_name":"com.freegamesstudio.copsvsrobbersjailbreak2","ad_type":"REWARD","country":"ca"},{"day":"2019-02-27","impressions":"1","clicks":"0","revenue":"0","ecpm":"1.23","platform":"android","application":"cops vs robbers: jail break","package_name":"com.freegamesstudio.copsvsrobbersjailbreak","ad_type":"VIDEO","country":"us"},{"day":"2019-02-27","impressions":"1","clicks":"1","revenue":"0","ecpm":"0","platform":"android","application":"cube prison: the 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IronSource GameCompany A:
{"input":[{"appId":"604a57c5","date":"2019-02-27","adUnits":"Interstitial","appName":"Block Wars Survival Games (Android)","providerName":"AppLovin","data":[{"revenue":0,"eCPM":0,"availabilityRate":100,"adSourceChecks":1,"adSourceResponses":1,"impressions":0,"activeUsers":0,"engagedUsers":0,"engagementRate":0,"impressionsPerEngagedUser":0,"revenuePerActiveUser":0,"revenuePerEngagedUser":0,"engagedSessions":1,"impressionPerEngagedSessions":0,"impressionsPerSession":0,"sessionsPerActiveUser":0,"clicks":0,"clickThroughRate":0,"countryCode":"GB"}]},{"appId":"604a57c5","date":"2019-02-27","adUnits":"Rewarded Video","appName":"Block Wars Survival Games (Android)","providerName":"AppLovin","data":[{"revenue":0,"eCPM":0,"availabilityRate":100,"adSourceChecks":1,"adSourceResponses":1,"impressions":1,"videoCompletions":1,"averageRevenue":0,"useRate":50,"activeUsers":2,"engagedUsers":1,"engagementRate":50,"impressionsPerEngagedUser":1,"revenuePerActiveUser":0,"revenuePerEngagedUser":0,"engagedSessions":1,"impressionPerEngagedSessions":1,"impressionsPerSession":0.5,"sessionsPerActiveUser":1,"clicks":0,"clickThroughRate":0,"countryCode":"GB"}]},{"appId":"604a57c5","date":"2019-02-27","adUnits":"Interstitial","appName":"Block Wars Survival Games (Android)","providerName":"AdMob","data":[{"revenue":0,"eCPM":0,"availabilityRate":0,"adSourceChecks":1,"adSourceResponses":0,"impressions":0,"activeUsers":0,"engagedUsers":0,"engagementRate":0,"impressionsPerEngagedUser":0,"revenuePerActiveUser":0,"revenuePerEngagedUser":0,"engagedSessions":1,"impressionPerEngagedSessions":0,"impressionsPerSession":0,"sessionsPerActiveUser":0,"clicks":0,"clickThroughRate":0,"countryCode":"GB"}]},{"appId":"604a57c5","date":"2019-02-27","adUnits":"Rewarded Video","appName":"Block Wars Survival Games (Android)","providerName":"AdColony","data":[{"revenue":0,"eCPM":0,"availabilityRate":100,"adSourceChecks":1,"adSourceResponses":1,"impressions":0,"videoCompletions":0,"averageRevenue":0,"useRate":0,"activeUsers":0,"engagedUsers":0,"engagementRate":0,"impressionsPerEngagedUser":0,"revenuePerActiveUser":0,"revenuePerEngagedUser":0,"engagedSessions":1,"impressionPerEngagedSessions":0,"impressionsPerSession":0,"sessionsPerActiveUser":0,"clicks":0,"clickThroughRate":0,"countryCode":"GB"}]},{"appId":"6092083d","date":"2019-02-27","adUnits":"Interstitial","appName":"Blocky Fast Fury (Android)","providerName":"AdColony","data":[{"revenue":0,"eCPM":0,"availabilityRate":100,"adSourceChecks":1,"adSourceResponses":1,"impressions":0,"activeUsers":0,"engagedUsers":0,"engagementRate":0,"impressionsPerEngagedUser":0,"revenuePerActiveUser":0,"revenuePerEngagedUser":0,"engagedSessions":0,"impressionPerEngagedSessions":0,"impressionsPerSession":0,"sessionsPerActiveUser":0,"clicks":0,"clickThroughRate":0,"countryCode":"US"}]},{"appId":"6092083d","date":"2019-02-27","adUnits":"Interstitial","appName":"Blocky Fast Fury (Android)","providerName":"ironSource","data":[]},{"appId":"6092083d","date":"2019-02-27","adUnits":"Interstitial","appName":"Blocky Fast Fury (Android)","providerName":"UnityAds","data":[{"revenue":0,"eCPM":0,"availabilityRate":100,"adSourceChecks":1,"adSourceResponses":1,"impressions":0,"activeUsers":0,"engagedUsers":0,"engagementRate":0,"impressionsPerEngagedUser":0,"revenuePerActiveUser":0,"revenuePerEngagedUser":0,"engagedSessions":0,"impressionPerEngagedSessions":0,"impressionsPerSession":0,"sessionsPerActiveUser":0,"clicks":0,"clickThroughRate":0,"countryCode":"OM"}]},{"appId":"604a57c5","date":"2019-02-27","adUnits":"Interstitial","appName":"Block Wars Survival Games (Android)","providerName":"AdColony","data":[{"revenue":0,"eCPM":0,"availabilityRate":100,"adSourceChecks":1,"adSourceResponses":1,"impressions":0,"activeUsers":0,"engagedUsers":0,"engagementRate":0,"impressionsPerEngagedUser":0,"revenuePerActiveUser":0,"revenuePerEngagedUser":0,"engagedSessions":1,"impressionPerEngagedSessions":0,"impressionsPerSession":0,"sessionsPerActiveUser":0,"clicks":0,"clickThroughRate":0,"countryCode":"GB"}]},{"appId":"604a57c5","date":"2019-02-27","adUnits":"Interstitial","appName":"Block Wars Survival Games (Android)","providerName":"ironSource","data":[]}],"output":[]}
The IronSource transformation code filters out everything that doesn’t come from the IronSource network, and everything with no data. In this instance, it came back with an empty result.
Unity – Crystal Buffalo Game Studio Inc:
{"input":"Date,Source game id,Source game name,Country code,Country tier,adrequests,available,offers,started,views,revenue\n\"2019-02-27 00:00:00\",101804,\"Blocklands Survival Games\",\"CN\",5,1,0,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",101804,\"Blocklands Survival Games\",\"ES\",5,40,40,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",101804,\"Blocklands Survival Games\",\"RU\",5,2,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",131627384,\"Cops Vs Robbers Survival Gun 3D\",\"CY\",5,4,3,0,2,2,\"0.00\"\n\"2019-02-27 00:00:00\",131627384,\"Cops Vs Robbers Survival Gun 3D\",\"FR\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",131627384,\"Cops Vs Robbers Survival Gun 3D\",\"GT\",5,1,0,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",131627384,\"Cops Vs Robbers Survival Gun 3D\",\"RU\",5,2,2,0,1,1,\"0.00\"\n\"2019-02-27 00:00:00\",131627384,\"Cops Vs Robbers Survival Gun 3D\",\"US\",5,1,1,0,1,1,\"0.00\"\n\"2019-02-27 00:00:00\",131627384,\"Cops Vs Robbers Survival Gun 3D\",\"VN\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",29803,\"Block Mortal Survival Battle\",\"US\",5,2,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31019,\"Cube Soldiers: Crisis Survival\",\"AM\",5,4,0,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31019,\"Cube Soldiers: Crisis Survival\",\"CN\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31019,\"Cube Soldiers: Crisis Survival\",\"IQ\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31019,\"Cube Soldiers: Crisis Survival\",\"TH\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31343,\"Hide And Seek: War Games\",\"EG\",5,2,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31343,\"Hide And Seek: War Games\",\"ES\",5,3,3,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31343,\"Hide And Seek: War Games\",\"GT\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31343,\"Hide And Seek: War Games\",\"MX\",5,0,0,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31343,\"Hide And Seek: War Games\",\"TR\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31912,\"Cube of Duty: Ghost Blocks\",\"CN\",5,72,16,0,3,2,\"0.00\"\n\"2019-02-27 00:00:00\",31912,\"Cube of Duty: Ghost Blocks\",\"TH\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31912,\"Cube of Duty: Ghost Blocks\",\"UA\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",31912,\"Cube of Duty: Ghost Blocks\",\"US\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",32155,\"Cops VS Robbers Prison Escape\",\"FR\",5,11,11,0,4,3,\"0.00\"\n\"2019-02-27 00:00:00\",32155,\"Cops VS Robbers Prison Escape\",\"ID\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",32155,\"Cops VS Robbers Prison Escape\",\"IN\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",32155,\"Cops VS Robbers Prison Escape\",\"JP\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",32155,\"Cops VS Robbers Prison Escape\",\"TR\",5,1,1,0,1,0,\"0.00\"\n\"2019-02-27 00:00:00\",54449,\"Ghost Division Cube FPS\",\"DE\",5,42,42,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",56054,\"Clan Outlaw: Gun Craft 3D\",\"BO\",5,1,0,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",56054,\"Clan Outlaw: Gun Craft 3D\",\"JP\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",56054,\"Clan Outlaw: Gun Craft 3D\",\"KR\",5,40,40,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",56054,\"Clan Outlaw: Gun Craft 3D\",\"PH\",5,2,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",56054,\"Clan Outlaw: Gun Craft 3D\",\"SA\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",63538,\"Dead Cubes Monster Encounter\",\"AR\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",63538,\"Dead Cubes Monster Encounter\",\"ES\",5,44,44,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",63538,\"Dead Cubes Monster Encounter\",\"JP\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",63538,\"Dead Cubes Monster Encounter\",\"KR\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",64483,\"Robot Ninja Battle Royale\",\"EG\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",64483,\"Robot Ninja Battle Royale\",\"ES\",5,43,43,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",64483,\"Robot Ninja Battle Royale\",\"GB\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",64483,\"Robot Ninja Battle Royale\",\"MY\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",64483,\"Robot Ninja Battle Royale\",\"SA\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",64483,\"Robot Ninja Battle Royale\",\"TR\",5,2,1,0,1,1,\"0.00\"\n\"2019-02-27 00:00:00\",64483,\"Robot Ninja Battle Royale\",\"US\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",68098,\"Block City Clan Wars\",\"BR\",5,40,36,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",68098,\"Block City Clan Wars\",\"JP\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"BR\",5,3,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"CA\",5,6,6,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"DE\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"ES\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"FR\",5,3,3,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"IN\",5,5,0,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"JP\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"KR\",5,4,4,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"RU\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"TH\",5,5,4,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",82234,\"Rise of the Block Raider 3D\",\"TW\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"BR\",5,6,6,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"CA\",5,2,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"DE\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"ES\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"FR\",5,7,7,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"IN\",5,4,3,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"KR\",5,2,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"RU\",5,4,4,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"TH\",5,4,4,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",85174,\"[DELETE ME] Star Force Battlefront Wars\",\"TW\",5,3,3,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",88720,\"Rescue Robots Block Heroes\",\"IN\",5,40,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",88720,\"Rescue Robots Block Heroes\",\"MX\",5,1,0,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"BR\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"CA\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"DE\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"ES\",5,3,3,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"FR\",5,2,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"IN\",5,7,6,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"JP\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"KR\",5,4,4,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"RU\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"TH\",5,6,6,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",91367,\"Underground Skull Tales FPS\",\"TW\",5,7,7,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",92053,\"Alien Attack on Block Street\",\"FR\",5,44,43,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",92379,\"Dead Blocks Operation Survival\",\"CZ\",5,3,3,0,1,0,\"0.00\"\n\"2019-02-27 00:00:00\",92379,\"Dead Blocks Operation Survival\",\"JP\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",92379,\"Dead Blocks Operation Survival\",\"KR\",5,36,36,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",92509,\"Spectre: Dawn of Block Justice\",\"RU\",5,40,40,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"BR\",5,6,6,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"CA\",5,1,1,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"DE\",5,4,4,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"FR\",5,7,7,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"IN\",5,4,2,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"KR\",5,5,5,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"RU\",5,8,8,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"TH\",5,3,3,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",93580,\"Ghost Blocks: First Assault\",\"TW\",5,3,3,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",97740,\"Cops Vs Robbers Survival Gun 3D\",\"BR\",5,43,36,0,0,0,\"0.00\"\n\"2019-02-27 00:00:00\",97740,\"Cops Vs Robbers Survival Gun 3D\",\"JP\",5,1,1,0,0,0,\"0.00\"","output":[{"source_id":"131627384","company":"Unity - Crystal Buffalo Game Studio Inc","adNetwork_id":"59f0c8397f5419536c7eb5c5","name":"Cops Vs Robbers Survival Gun 3D","ad_id":"UnityAds","ad_type":"","date":"2019-02-27","plataform":"android","country":"CY","revenue":0,"impressions":2,"clicks":0,"split_by":"country"},{"source_id":"131627384","company":"Unity - Crystal Buffalo Game Studio Inc","adNetwork_id":"59f0c8397f5419536c7eb5c5","name":"Cops Vs Robbers Survival Gun 3D","ad_id":"UnityAds","ad_type":"","date":"2019-02-27","plataform":"android","country":"RU","revenue":0,"impressions":1,"clicks":0,"split_by":"country"},{"source_id":"131627384","company":"Unity - Crystal Buffalo Game Studio Inc","adNetwork_id":"59f0c8397f5419536c7eb5c5","name":"Cops Vs Robbers Survival Gun 3D","ad_id":"UnityAds","ad_type":"","date":"2019-02-27","plataform":"android","country":"US","revenue":0,"impressions":1,"clicks":0,"split_by":"country"},{"source_id":"31912","company":"Unity - Crystal Buffalo Game Studio Inc","adNetwork_id":"59f0c8397f5419536c7eb5c5","name":"Cube of Duty: Ghost Blocks","ad_id":"UnityAds","ad_type":"","date":"2019-02-27","plataform":"android","country":"CN","revenue":0,"impressions":3,"clicks":0,"split_by":"country"},{"source_id":"32155","company":"Unity - Crystal Buffalo Game Studio Inc","adNetwork_id":"59f0c8397f5419536c7eb5c5","name":"Cops VS Robbers Prison Escape","ad_id":"UnityAds","ad_type":"","date":"2019-02-27","plataform":"android","country":"FR","revenue":0,"impressions":4,"clicks":0,"split_by":"country"},{"source_id":"32155","company":"Unity - Crystal Buffalo Game Studio Inc","adNetwork_id":"59f0c8397f5419536c7eb5c5","name":"Cops VS Robbers Prison Escape","ad_id":"UnityAds","ad_type":"","date":"2019-02-27","plataform":"android","country":"TR","revenue":0,"impressions":1,"clicks":0,"split_by":"country"},{"source_id":"64483","company":"Unity - Crystal Buffalo Game Studio Inc","adNetwork_id":"59f0c8397f5419536c7eb5c5","name":"Robot Ninja Battle Royale","ad_id":"UnityAds","ad_type":"","date":"2019-02-27","plataform":"android","country":"TR","revenue":0,"impressions":1,"clicks":0,"split_by":"country"},{"source_id":"92379","company":"Unity - Crystal Buffalo Game Studio Inc","adNetwork_id":"59f0c8397f5419536c7eb5c5","name":"Dead Blocks Operation Survival","ad_id":"UnityAds","ad_type":"","date":"2019-02-27","plataform":"android","country":"CZ","revenue":0,"impressions":1,"clicks":0,"split_by":"country"}]}
The Unity input is different — it appears to be a csv file. Note also that the first three rows of data were filtered out because revenue and impressions were 0.
Back to the functions to implement:
getPlacements() ← getPlacements()
all ad networks.
parameter: adNetwork (the model, with all the data).
returns: a promise to a specific URL.
normalizePlacements() ← normalizePlacements()
all ad networks.
parameter: adNetwork (the ad network model), user (presumably a user in the Herby system), rawPlacements (most likely the data returned from making the request returned by getPlacements).
Let’s see what we actually get back from getPlacements and normalizePlacements.
Taking bits and pieces of code from adnetworkController.getPlacements, and putting it in to requestController.testRequest, I end up with:
Unity
{"input":"Date,Source game id,Source game name,adrequests,available,offers,started,views,revenue\n\"alltime\",101804,\"Blocklands Survival Games\",2006,1887,0,32,17,\"0.00\"\n\"alltime\",131627384,\"Cops Vs Robbers Survival Gun 3D\",4082,3674,0,1503,1336,\"0.43\"\n\"alltime\",27163,\"Battle Ground Survival Games\",455,428,0,262,242,\"0.00\"\n\"alltime\",29803,\"Block Mortal Survival Battle\",2026,1648,0,634,550,\"0.04\"\n\"alltime\",31019,\"Cube Soldiers: Crisis Survival\",3467,3324,0,1158,776,\"0.59\"\n\"alltime\",31343,\"Hide And Seek: War Games\",2565,2231,0,501,444,\"0.03\"\n\"alltime\",31912,\"Cube of Duty: Ghost Blocks\",15379,7276,0,1345,1030,\"0.15\"\n\"alltime\",32155,\"Cops VS Robbers Prison Escape\",995,949,0,152,126,\"0.53\"\n\"alltime\",32851,\"Clash of Wars Cube Mini Game\",12,9,0,5,5,\"0.00\"\n\"alltime\",48927,\"Battle Block Strike Force\",3,2,0,2,1,\"0.00\"\n\"alltime\",54449,\"Ghost Division Cube FPS\",1837,1787,0,1,1,\"0.00\"\n\"alltime\",56054,\"Clan Outlaw: Gun 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Get Placements Process
In Herby, with the appropriate credentials, you can go to Config -> Linked Accounts. It shows an overview of all the ad networks. From there, you can select an individual ad network. In the upper right is an icon of a clipboard with a checkmark. Clicking on that brings up the URL:
/config/adnetwork/getPlacements/${adnetwork._id}
which is routed to three functions in adnetworkController: getPlacements(), updatePlacements(), linkNewPlacements(), and renderPlacementSummary().
- getPlacements() calls getPlacements() and normalizePlacements() on the target ad network.
- updatePlacements() finds any existing placement (in the placements table, matching by origin_id) and updates the information in it.
- linkNewPlacements() seems to find ‘unlinkedPlacements’ and links them to a game if possible.
- renderPlacementSummary() shows the
config_getPlacements pug file, showing new placements created and placements updated (as shown below).
How to Link Games
I’ve finally figured out how to link placements to games. (I would love to simplify this process).
- Go to Config -> Linked Accounts, click on the network that you want to add accounts to, and then click on the “Get placement list” clipboard icon. This will find the placements from that ad network.
- Go to Config -> Games and choose the game you’d like to link the placement to. Click the ‘add existing placement’ plus button. Filter and find your unlinked placement in the list. Link it up.
- If you go back to see the linked placements (as done in Step 1), you’ll see they are now linked.
Another Mystery
In the games table, the games has an entry for unity_id, admob_id, vungle_id, etc. There are some places where this seems to be updated. It looks important for a table called Adsales which doesn’t actually exist in the database. I’m struggling to understand what this might be for.
Aha!
I finally found out why we weren’t getting any data from Chocolate into the database, even though it was requesting it using the API.
In queueHandler.dailyRequestData, it had:
if (["Heyzap"].includes(job.data.adNetwork.adnetwork)) {
...
}
else if (["UnityAds", "Vungle", "Chartboost", "Applovin", "IronSrc", "Adcolony", "AdMob", "InMobi"].includes(job.data.adNetwork.adnetwork)) {
...
}
That’s frustrating, as it could surely have been engineered better than that!
I added chocolate to else if clause, and added an ‘else’ to help people in the future, but I think perhaps this should be refactored.
With this done, we can get decent results — it’ll populate our charts and graphs.
These other functions seem to be for adding some sort of detail.
I wondered if the idea was one group of functions would get overview data, and one country data, but it isn’t clear, and they sure don’t seem to be tagged that way.
For instance, this query:
db.getCollection(‘adrevenues’).aggregate( [ /*{$sample: {size: 100000}},*/ {$match: {date: new Date(“2018-12-01”)}}, {“$group”: { “_id”: { ad_id: “$ad_id”, split_by: “$split_by”}, count: {$sum: 1} } }, {$project: {ad_id: “$_id.ad_id”, split_by: “$_id.split_by”, count: 1, _id: 0}}, {“$sort”: {ad_id: 1, split_by: 1}} ])
returned ‘country’ for every ad network, and not ‘overview’ at all. (There are ‘overview’ entries in the database, but certainly not one for every given date). The same query for a year earlier does give overview entries.
Given that InMobi was the last ad network Homero implemented, and these functions aren’t implemented there, I am deciding to not implement them.
getGameDataByCountry() ← getDataByCountry()
all ad networks except InMobi.
normalizeDataByCountry() ← normalizeDataByCountry()
all ad networks except InMobi.
normalizeDataByCounty() ←normalizeDataByCountryGameRequest()
only implemented by Heyzap
getGameData() ← getData()
all ad networks except AdMob and InMobi.
getGameDataYesterday() ← not actually called
implemented in about half of the ad networks (namely Chartboost, Vungle, Ad Colony, Applovin, Heyzap)