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tweaselORG / TrackHAR

Library for detecting tracking data transmissions from traffic in HAR format.
Creative Commons Zero v1.0 Universal
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Investigate `firebaselogging-pa.googleapis.com` and `firebaselogging.googleapis.com` #52

Closed baltpeter closed 2 weeks ago

baltpeter commented 9 months ago

https://firebaselogging-pa.googleapis.com/v1/firelog/legacy/batchlog is the fourth most common endpoint in our dataset)+appCount%2C+count(1)+requestCount%2C+endpointUrl+from+requests%0D%0Awhere+endpointUrl+is+not+null%0D%0Agroup+by+endpointUrl++order+by+appCount+desc+limit+101%3B) and we don't have an adapter for it yet.

baltpeter commented 9 months ago

There are two request formats: JSON body and Protobuf body. From a quick glance, it looks like iOS always uses the Protobuf format and Android always uses the JSON format.

But even in the JSON format, the "interesting" data is wrapped in a Protobuf further down.

baltpeter commented 9 months ago

In both cases, it's not too hard to understand a good chunk of the data without more information.

Taking monkey-july-2023,97960 as an example:

As the endpoint URL implies, this is clearly an endpoint for dumping logging data in batches. We only have one root-level property, logRequest, which is an array of multiple log requests:

{
    "logRequest": [
        {
            "requestTimeMs": 1690282473347,
            "requestUptimeMs": 328566,
            "clientInfo": {
                "clientType": "ANDROID_FIREBASE",
                "androidClientInfo": {
                    "sdkVersion": 33,
                    "model": "sdk_gphone_x86_64",
                    "hardware": "ranchu",
                    "device": "emu64xa",
                    "product": "sdk_gphone_x86_64",
                    "osBuild": "TE1A.220922.025",
                    "manufacturer": "Google",
                    "fingerprint": "google/sdk_gphone_x86_64/emu64xa:13/TE1A.220922.025/9795748:userdebug/dev-keys",
                    "locale": "en",
                    "country": "US",
                    "mccMnc": "310260",
                    "applicationBuild": "124390000"
                }
            },
            "logSourceName": "GDT_CLIENT_METRICS",
            "logEvent": [
                {
                    "eventTimeMs": 1690282473344,
                    "eventUptimeMs": 328564,
                    "sourceExtension": "Cg4Ildq85ZgxEIDvvuWYMRoLCgkIgOAEEICAgAUiEGNvbS53b2x0LmFuZHJvaWQ=",
                    "timezoneOffsetSeconds": 7200,
                    "networkConnectionInfo": { "networkType": "WIFI" }
                }
            ],
            "qosTier": "DEFAULT"
        },
        // […]
    ]
}

logInfo.*.clientInfo has a bunch of metadata with pretty obvious property names. And it's all fairly benign.

In logInfo.*.logEvent, we then find the actual events that are being logged, again as an array:

[
    {
        "eventTimeMs": 1690282438854,
        "eventUptimeMs": 294074,
        "sourceExtension": "CmcKJzE6OTcwMDk4MTU3MDAwOmFuZHJvaWQ6MGQyZDdhY2JiYzNmOTVkORIWZjVWaFFpTFZRRnlLOUExcGNleTJfNRoiChBjb20ud29sdC5hbmRyb2lkEgYyMC4zLjIaBjQuMzkuMCgCGpABCjJodHRwczovL2dyYXBoLmZhY2Vib29rLmNvbS92MTYuMC9hcHAvbW9iaWxlX3Nka19naxABIIsTKMgBMh50ZXh0L2phdmFzY3JpcHQ7IGNoYXJzZXQ9VVRGLTg4iJCs4tipgANIjgFQxsMXaiIKIDg1NmE2ZGU0ZGM0NTQ2ZDFhZDU5ZTdjMzQ1ODc3YmM3",
        "timezoneOffsetSeconds": 7200,
        "networkConnectionInfo": { "networkType": "WIFI" }
    },
    {
        "eventTimeMs": 1690282438856,
        "eventUptimeMs": 294076,
        "sourceExtension": "CmcKJzE6OTcwMDk4MTU3MDAwOmFuZHJvaWQ6MGQyZDdhY2JiYzNmOTVkORIWZjVWaFFpTFZRRnlLOUExcGNleTJfNRoiChBjb20ud29sdC5hbmRyb2lkEgYyMC4zLjIaBjQuMzkuMCgCGoEBCiRodHRwczovL2dyYXBoLmZhY2Vib29rLmNvbS92MTYuMC9hcHAQASD8BijIATIedGV4dC9qYXZhc2NyaXB0OyBjaGFyc2V0PVVURi04OPCXrOLYqYADSAtQgLsaaiIKIDg1NmE2ZGU0ZGM0NTQ2ZDFhZDU5ZTdjMzQ1ODc3YmM3",
        "timezoneOffsetSeconds": 7200,
        "networkConnectionInfo": { "networkType": "WIFI" }
    },
    // […]
]

Here, *.sourceExtension is a base64-encoded Protobuf. Decoding those two, we get:

{
    "1": {
        "1": "1:970098157000:android:0d2d7acbbc3f95d9",
        "2": "f5VhQiLVQFyK9A1pcey2_5",
        "3": {
            "1": "com.wolt.android",
            "2": "20.3.2",
            "3": "4.39.0"
        },
        "5": 2
    },
    "3": {
        "1": "https://graph.facebook.com/v16.0/app/mobile_sdk_gk",
        "2": 1,
        "4": 2443,
        "5": 200,
        "6": "text/javascript; charset=UTF-8",
        "7": 1690282438101000,
        "9": 142,
        "10": 385478,
        "13": {
            "1": "856a6de4dc4546d1ad59e7c345877bc7"
        }
    }
}
{
    "1": {
        "1": "1:970098157000:android:0d2d7acbbc3f95d9",
        "2": "f5VhQiLVQFyK9A1pcey2_5",
        "3": {
            "1": "com.wolt.android",
            "2": "20.3.2",
            "3": "4.39.0"
        },
        "5": 2
    },
    "3": {
        "1": "https://graph.facebook.com/v16.0/app",
        "2": 1,
        "4": 892,
        "5": 200,
        "6": "text/javascript; charset=UTF-8",
        "7": 1690282438102000,
        "9": 11,
        "10": 433536,
        "13": {
            "1": "856a6de4dc4546d1ad59e7c345877bc7"
        }
    }
}

com.wolt.android is clearly the app ID, 4.39.0 is the app version. The 3 property clearly logs requests made the app with URL, content type, timestamp. Maybe response status code (200)?

There are also other possible log formats:

{
    "1": {
        "1": 1690282437909,
        "2": 1690282473344
    },
    "3": {
        "1": {
            "1": 77824,
            "2": 10485760
        }
    },
    "4": "com.wolt.android"
}

Here, only the app ID is obvious. There are some timestamps, I don't know what they and everything else represent.

{
    "1": {
        "1": "1:970098157000:android:0d2d7acbbc3f95d9",
        "2": "f5VhQiLVQFyK9A1pcey2_5",
        "3": {
            "1": "com.wolt.android",
            "2": "20.3.2",
            "3": "4.39.0"
        },
        "5": 1
    },
    "2": {
        "1": "_st_SignInHubActivity",
        "4": 1690282468516000,
        "5": 278632,
        "6": [
            {
                "1": "_fr_slo",
                "2": 1
            },
            {
                "1": "_fr_tot",
                "2": 1
            }
        ],
        "9": {
            "1": "856a6de4dc4546d1ad59e7c345877bc7"
        }
    }
}

And it seems like 2 is responsible for viewed activities.

In none of the formats do I see an obvious ID (not in the cookies or headers, either). 856a6de4dc4546d1ad59e7c345877bc7 might be one? Might also be something else entirely, though.

Looking at monkey-july-2023,18795 for an iOS example:

Decoding that, we get:

{
    "1": {
        "1": {
            "1": 15,
            "4": {
                "3": "15",
                "4": "15.6.1",
                "5": "2",
                "6": "DE",
                "7": "iPhone10,6",
                "8": {
                    "12": 1111960942
                },
                "11": "com.limebike"
            }
        },
        "2": 462,
        "3": [
            {
                "1": 1690446520548,
                "6": {
                    "1": {
                        "1": "1:299973870560:ios:7bce0198695615e7",
                        "2": "dIo7NP3vB0gwr42_PVqWd_",
                        "4": {
                            "2": "10.5.0",
                            "3": "3.117.0",
                            "5": {
                                "1": 1
                            }
                        },
                        "5": 1
                    },
                    "3": {
                        "1": "https://web-production.lime.bike/api/rider/v2/onboarding/experiments",
                        "2": 1,
                        "3": 0,
                        "4": 1364,
                        "5": 200,
                        "6": "application/json",
                        "7": 1690446519783417,
                        "9": 763035,
                        "10": 763717,
                        "13": {
                            "1": "8be1061ec99f46f9aa8a5ce5019a5178"
                        }
                    }
                },
                "15": 14400,
                "17": 4276913727
            },
            {
                "1": 1690446520071,
                "6": {
                    "1": {
                        "1": "1:299973870560:ios:7bce0198695615e7",
                        "2": "dIo7NP3vB0gwr42_PVqWd_",
                        "4": {
                            "2": "10.5.0",
                            "3": "3.117.0",
                            "5": {
                                "1": 1
                            }
                        },
                        "5": 1
                    },
                    "3": {
                        "1": "https://api.statsig.com/v1/initialize",
                        "2": 3,
                        "3": 411,
                        "4": 78756,
                        "5": 200,
                        "6": "application/json",
                        "7": 1690446519797025,
                        "10": 272482,
                        "13": {
                            "1": "8be1061ec99f46f9aa8a5ce5019a5178"
                        }
                    }
                },
                "15": 14400,
                "17": 4276913250
            },
            // […]
        ],
        "4": 1690446549645,
        "8": 4276942824
    }
}

Clearly very similar. Looks like the events 1.3.*.6 are pretty much the exact same Protobuf format.

baltpeter commented 9 months ago

Looking at the user agents (datatransport/3.1.9 android/, datatransport/3.1.8 android/, datatransport/Unknown fllsupport/UNKNOWN apple/) to discover the responsible SDK package, I stumbled upon https://github.com/xamarin/GooglePlayServicesComponents/ and https://mvnrepository.com/artifact/com.google.android.datatransport/transport-runtime/3.1.9.

The latter lists https://mvnrepository.com/artifact/com.google.firebase/firebase-encoders/17.0.0 and https://mvnrepository.com/artifact/com.google.firebase/firebase-encoders-proto/16.0.0 as dependencies, which sound very interesting.

baltpeter commented 9 months ago

Running those two through jadx, I unfortunately didn't discover anything interesting.

baltpeter commented 9 months ago

Oh look, these packages are open source, even: https://github.com/firebase/firebase-android-sdk/tree/43eec0e4d8660d12cd2649444d3866a13676b853/encoders/firebase-encoders-proto

No schemas there either, though. But since the rest of the Firebase SDK is also open, I'll look at that next.

baltpeter commented 9 months ago

GoogleDataTransport is also open: https://github.com/google/GoogleDataTransport

baltpeter commented 9 months ago

https://github.com/google/GoogleDataTransport/blob/78c44ad53d41c84d7d04ceab9e8773327befbf2c/GoogleDataTransport/ProtoSupport/Protos/cct.proto is the schema for the iOS messages!

The transmitted type is BatchedLogRequest. Our request being parsed using that schema in CyberChef&input=CswhCjgIDyI0GgIxNSIGMTUuNi4xKgEyMgJERToKaVBob25lMTAsNkIFZW4tR0JaDGNvbS5saW1lYmlrZRDOAxqGAgjkwduzmTEy8gEKVgojMToyOTk5NzM4NzA1NjA6aW9zOjdiY2UwMTk4Njk1NjE1ZTcSFmRJbzdOUDN2QjBnd3I0Ml9QVnFXZF8iFRIGMTAuNS4wGgczLjExNy4wKgIIASgBGpcBCkRodHRwczovL3dlYi1wcm9kdWN0aW9uLmxpbWUuYmlrZS9hcGkvcmlkZXIvdjIvb25ib2FyZGluZy9leHBlcmltZW50cxABGAAg1AooyAEyEGFwcGxpY2F0aW9uL2pzb244%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%2BobaiIKIDhiZTEwNjFlYzk5ZjQ2ZjlhYThhNWNlNTAxOWE1MTc4eMBwiAHggLP3Dxr6AQj%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%2BpcNUKz%2BDmoiCiA4YmUxMDYxZWM5OWY0NmY5YWE4YTVjZTUwMTlhNTE3OHjAcIgBjI%2By9w8ahAIIkLbcs5kxMvABClYKIzE6Mjk5OTczODcwNTYwOmlvczo3YmNlMDE5ODY5NTYxNWU3EhZkSW83TlAzdkIwZ3dyNDJfUFZxV2RfIhUSBjEwLjUuMBoHMy4xMTcuMCoCCAEoARqVAQpHaHR0cHM6Ly9ncmFwaC5mYWNlYm9vay5jb20vdjE0LjAvMzY2ODE1MjUwNzg4OTU1L2FlbV9jb252ZXJzaW9uX2NvbmZpZ3MQARgAIAsoyAEyEGFwcGxpY2F0aW9uL2pzb244karqibyugANQ%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%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) (I had to move BatchedLogRequest to the top for CyberChef to parse the message as that).

We get the same output as the requests on Android!

baltpeter commented 9 months ago

Unfortunately, that doesn't help us for source_extension. That is still a base64-encoded Protobuf that we don't have the schema for.

baltpeter commented 9 months ago

There is a different version of the schema in the Android SDK: https://github.com/firebase/firebase-android-sdk/blob/43eec0e4d8660d12cd2649444d3866a13676b853/transport/transport-backend-cct/src/test/proto/google/cct/google_cct.proto

That one can also [parse our iOS request](https://cyberchef.bn.al/#recipe=Protobuf_Decode('//%20Copyright%202018%20Google%20LLC%5Cn//%5Cn//%20Licensed%20under%20the%20Apache%20License,%20Version%202.0%20(the%20%22License%22);%5Cn//%20you%20may%20not%20use%20this%20file%20except%20in%20compliance%20with%20the%20License.%5Cn//%20You%20may%20obtain%20a%20copy%20of%20the%20License%20at%5Cn//%5Cn//%20%20%20%20%20%20http://www.apache.org/licenses/LICENSE-2.0%5Cn//%5Cn//%20Unless%20required%20by%20applicable%20law%20or%20agreed%20to%20in%20writing,%20software%5Cn//%20distributed%20under%20the%20License%20is%20distributed%20on%20an%20%22AS%20IS%22%20BASIS,%5Cn//%20WITHOUT%20WARRANTIES%20OR%20CONDITIONS%20OF%20ANY%20KIND,%20either%20express%20or%20implied.%5Cn//%20See%20the%20License%20for%20the%20specific%20language%20governing%20permissions%20and%5Cn//%20limitations%20under%20the%20License.%5Cn%5Cnsyntax%20%3D%20%22proto3%22;%5Cn%5Cnpackage%20google_cct;%5Cn%5Cnoption%20java_package%20%3D%20%22com.google.android.datatransport.cct.proto%22;%5Cnoption%20java_multiple_files%20%3D%20true;%5Cn%5Cnmessage%20BatchedLogRequest%20%7B%5Cn%20%20%20%20repeated%20LogRequest%20log_request%20%3D%201;%5Cn%7D%5Cn%5Cn%5Cnmessage%20LogEvent%20%7B%5Cn%20%20%20%20int64%20event_time_ms%20%3D%201;%5Cn%5Cn%20%20%20%20int32%20event_code%20%3D%2011;%5Cn%5Cn%20%20%20%20int64%20event_uptime_ms%20%3D%2017;%5Cn%5Cn%20%20%20%20oneof%20ext%20%7B%5Cn%20%20%20%20%20%20%20%20bytes%20source_extension%20%3D%206;%5Cn%5Cn%20%20%20%20%20%20%20%20string%20source_extension_json_proto3%20%3D%2029;%5Cn%20%20%20%20%7D%5Cn%5Cn%20%20%20%20sint64%20timezone_offset_seconds%20%3D%2015;%5Cn%5Cn%20%20%20%20NetworkConnectionInfo%20network_connection_info%20%3D%2023;%5Cn%7D%5Cn%5Cnmessage%20NetworkConnectionInfo%20%7B%5Cn%20%20%20%20enum%20NetworkType%20%7B%5Cn%20%20%20%20%20%20%20%20MOBILE%20%3D%200;%5Cn%20%20%20%20%20%20%20%20WIFI%20%3D%201;%5Cn%20%20%20%20%20%20%20%20MOBILE_MMS%20%3D%202;%5Cn%20%20%20%20%20%20%20%20MOBILE_SUPL%20%3D%203;%5Cn%20%20%20%20%20%20%20%20MOBILE_DUN%20%3D%204;%5Cn%20%20%20%20%20%20%20%20MOBILE_HIPRI%20%3D%205;%5Cn%20%20%20%20%20%20%20%20WIMAX%20%3D%206;%5Cn%20%20%20%20%20%20%20%20BLUETOOTH%20%3D%207;%5Cn%20%20%20%20%20%20%20%20DUMMY%20%3D%208;%5Cn%20%20%20%20%20%20%20%20ETHERNET%20%3D%209;%5Cn%20%20%20%20%20%20%20%20MOBILE_FOTA%20%3D%2010;%5Cn%20%20%20%20%20%20%20%20MOBILE_IMS%20%3D%2011;%5Cn%20%20%20%20%20%20%20%20MOBILE_CBS%20%3D%2012;%5Cn%20%20%20%20%20%20%20%20WIFI_P2P%20%3D%2013;%5Cn%20%20%20%20%20%20%20%20MOBILE_IA%20%3D%2014;%5Cn%20%20%20%20%20%20%20%20MOBILE_EMERGENCY%20%3D%2015;%5Cn%20%20%20%20%20%20%20%20PROXY%20%3D%2016;%5Cn%20%20%20%20%20%20%20%20VPN%20%3D%2017;%5Cn%5Cn%20%20%20%20%20%20%20%20NONE%20%3D%20-1;%5Cn%20%20%20%20%7D%5Cn%5Cn%20%20%20%20enum%20MobileSubtype%20%7B%5Cn%20%20%20%20%20%20%20%20UNKNOWN_MOBILE_SUBTYPE%20%3D%200;%5Cn%20%20%20%20%20%20%20%20GPRS%20%3D%201;%5Cn%20%20%20%20%20%20%20%20EDGE%20%3D%202;%5Cn%20%20%20%20%20%20%20%20UMTS%20%3D%203;%5Cn%20%20%20%20%20%20%20%20CDMA%20%3D%204;%5Cn%20%20%20%20%20%20%20%20EVDO_0%20%3D%205;%5Cn%20%20%20%20%20%20%20%20EVDO_A%20%3D%206;%5Cn%20%20%20%20%20%20%20%20RTT%20%3D%207;%5Cn%20%20%20%20%20%20%20%20HSDPA%20%3D%208;%5Cn%20%20%20%20%20%20%20%20HSUPA%20%3D%209;%5Cn%20%20%20%20%20%20%20%20HSPA%20%3D%2010;%5Cn%20%20%20%20%20%20%20%20IDEN%20%3D%2011;%5Cn%20%20%20%20%20%20%20%20EVDO_B%20%3D%2012;%5Cn%20%20%20%20%20%20%20%20LTE%20%3D%2013;%5Cn%20%20%20%20%20%20%20%20EHRPD%20%3D%2014;%5Cn%20%20%20%20%20%20%20%20HSPAP%20%3D%2015;%5Cn%20%20%20%20%20%20%20%20GSM%20%3D%2016;%5Cn%20%20%20%20%20%20%20%20TD_SCDMA%20%3D%2017;%5Cn%20%20%20%20%20%20%20%20IWLAN%20%3D%2018;%5Cn%20%20%20%20%20%20%20%20LTE_CA%20%3D%2019;%5Cn%5Cn%20%20%20%20%20%20%20%20//%20COMBINED%20has%20value%20-1%20in%20NetworkIdentity.java,%20but%20is%20given%20the%20value%5Cn%20%20%20%20%20%20%20%20//%20100%20here%20to%20save%20(disk)%20space.%20The%20value%20-1%20takes%20up%20the%20full%2010%20bytes%20in%5Cn%20%20%20%20%20%20%20%20//%20a%20varint%20for%20enums,%20but%20the%20value%20100%20only%20takes%20up%201%20byte.%5Cn%20%20%20%20%20%20%20%20COMBINED%20%3D%20100;%5Cn%20%20%20%20%7D%5Cn%5Cn%20%20%20%20NetworkType%20network_type%20%3D%201;%5Cn%5Cn%20%20%20%20MobileSubtype%20mobile_subtype%20%3D%202;%5Cn%7D%5Cn%5Cnmessage%20AndroidClientInfo%20%7B%5Cn%5Cn%20%20%20%20//%20This%20comes%20from%20android.os.Build.VERSION.SDK_INT.%5Cn%20%20%20%20int32%20sdk_version%20%3D%203;%5Cn%5Cn%20%20%20%20//%20Textual%20description%20of%20the%20client%20platform.%20%20e.g.,%20%22Nexus%204%22.%5Cn%20%20%20%20//%20This%20comes%20from%20android.os.Build.MODEL.%5Cn%20%20%20%20string%20model%20%3D%204;%5Cn%5Cn%20%20%20%20//%20The%20name%20of%20the%20overall%20product.%20e.g.,%20%22occam%22.%5Cn%20%20%20%20//%20This%20comes%20from%20android.os.Build.Product.%5Cn%20%20%20%20string%20product%20%3D%205;%5Cn%5Cn%20%20%20%20//%20The%20name%20of%20the%20hardware%20(from%20the%20kernel%20command%20line%20or%20/proc).%5Cn%20%20%20%20//%20This%20comes%20from%20android.os.Build.Ha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baltpeter commented 9 months ago

https://github.com/firebase/firebase-android-sdk/blob/43eec0e4d8660d12cd2649444d3866a13676b853/firebase-perf/src/main/proto/firebase/perf/v1/perf_metric.proto#L50 is the schema for sourceExtension/source_extension (PerfMetric)!

It fails in CyberChef for some reason but does work in https://www.protobufpal.com/ Here's what a message decodes as:

{
  "application_info": {
    "custom_attributes": {},
    "google_app_id": "1:299973870560:ios:7bce0198695615e7",
    "app_instance_id": "dIo7NP3vB0gwr42_PVqWd_",
    "android_app_info": null,
    "application_process_state": "FOREGROUND"
  },
  "trace_metric": null,
  "network_request_metric": {
    "perf_sessions": [
      {
        "session_verbosity": [],
        "session_id": "8be1061ec99f46f9aa8a5ce5019a5178"
      }
    ],
    "custom_attributes": {},
    "url": "https://graph.facebook.com/v14.0/366815250788955/activities",
    "http_method": "POST",
    "request_payload_bytes": 580,
    "response_payload_bytes": 16,
    "http_response_code": 200,
    "response_content_type": "application/json",
    "client_start_time_us": 1690446534982946,
    "time_to_request_completed_us": 285768,
    "time_to_response_initiated_us": 0,
    "time_to_response_completed_us": 550385,
    "network_client_error_reason": "NETWORK_CLIENT_ERROR_REASON_UNKNOWN"
  },
  "gauge_metric": null,
  "transport_info": null
}
baltpeter commented 9 months ago

Also works for Android:

{
  "application_info": {
    "custom_attributes": {},
    "google_app_id": "1:970098157000:android:0d2d7acbbc3f95d9",
    "app_instance_id": "f5VhQiLVQFyK9A1pcey2_5",
    "android_app_info": {
      "package_name": "com.wolt.android",
      "sdk_version": "20.3.2",
      "version_name": "4.39.0"
    },
    "application_process_state": "BACKGROUND"
  },
  "trace_metric": null,
  "network_request_metric": {
    "perf_sessions": [
      {
        "session_verbosity": [],
        "session_id": "856a6de4dc4546d1ad59e7c345877bc7"
      }
    ],
    "custom_attributes": {},
    "url": "https://graph.facebook.com/v16.0/app/mobile_sdk_gk",
    "http_method": "GET",
    "request_payload_bytes": 0,
    "response_payload_bytes": 2443,
    "http_response_code": 200,
    "response_content_type": "text/javascript; charset=UTF-8",
    "client_start_time_us": 1690282438101000,
    "time_to_request_completed_us": 0,
    "time_to_response_initiated_us": 142,
    "time_to_response_completed_us": 385478,
    "network_client_error_reason": "NETWORK_CLIENT_ERROR_REASON_UNKNOWN"
  },
  "gauge_metric": null,
  "transport_info": null
}
{
  "application_info": {
    "custom_attributes": {},
    "google_app_id": "1:970098157000:android:0d2d7acbbc3f95d9",
    "app_instance_id": "f5VhQiLVQFyK9A1pcey2_5",
    "android_app_info": {
      "package_name": "com.wolt.android",
      "sdk_version": "20.3.2",
      "version_name": "4.39.0"
    },
    "application_process_state": "FOREGROUND"
  },
  "trace_metric": {
    "subtraces": [],
    "perf_sessions": [
      {
        "session_verbosity": [],
        "session_id": "856a6de4dc4546d1ad59e7c345877bc7"
      }
    ],
    "counters": {
      "_fr_slo": 1,
      "_fr_tot": 1
    },
    "custom_attributes": {},
    "name": "_st_SignInHubActivity",
    "is_auto": false,
    "client_start_time_us": 1690282468516000,
    "duration_us": 278632
  },
  "network_request_metric": null,
  "gauge_metric": null,
  "transport_info": null
}
baltpeter commented 9 months ago

It does however not work for the shorter message we saw (Cg4Ildq85ZgxEIDvvuWYMRoLCgkIgOAEEICAgAUiEGNvbS53b2x0LmFuZHJvaWQ=). But that makes sense. That message has "logSourceName": "GDT_CLIENT_METRICS", the other ones have "logSourceName": "FIREPERF", and our schema is in the firebase-perf folder, after all.

baltpeter commented 9 months ago

Ask and you shall find. :D Searching for gdt in the repo led me to the schema: https://github.com/firebase/firebase-android-sdk/blob/43eec0e4d8660d12cd2649444d3866a13676b853/transport/transport-runtime/src/main/proto/client_analytics.proto

The comment makes it pretty obvious that this is the correct schema and it does work:

// These metrics should be sent as a part of every request that is uploaded to
// FireLog server. In more detail, an additional LogRequest should be added to
// the BatchedLogRequest, where the LogSource of the LogRequest should be
// GDT_CLIENT_METRICS and the LogRequest should have a single LogEvent whose
// payload is a ClientMetrics message.
{
  "log_source_metrics": [],
  "window": {
    "start_ms": 1690282437909,
    "end_ms": 1690282473344
  },
  "global_metrics": {
    "storage_metrics": {
      "current_cache_size_bytes": 77824,
      "max_cache_size_bytes": 10485760
    }
  },
  "app_namespace": "com.wolt.android"
}
baltpeter commented 9 months ago

This looks like the class that produces the Protobufs: https://github.com/firebase/firebase-android-sdk/blob/43eec0e4d8660d12cd2649444d3866a13676b853/transport/transport-backend-cct/src/main/java/com/google/android/datatransport/cct/CctTransportBackend.java

baltpeter commented 2 months ago

Looks like https://crashlyticsreports-pa.googleapis.com/v1/firelog/legacy/batchlog is another endpoint for the same tracker.

be.stib.mivb.mobile.har

baltpeter commented 1 month ago

The question is now what the best way forward here is. This is the first case where we have a Protobuf schema.

My obvious initial thought was to use the discovered schema files for the parsing such that we could work with "nice" property names. However, that has a number of problems:

Given all that, maybe it's better to not use the schema for parsing and only link to the corresponding lines under reasoning for each property?

baltpeter commented 1 month ago

There is some public information on the firebaselogging-pa.googleapis.com endpoint: https://stackoverflow.com/a/76334853, https://github.com/firebase/firebase-ios-sdk/issues/8220

Based on the above, it doesn't look Firebase SDK is actual a source of the issue by itself. The requests to firebaselogging-pa.googleapis.com/v1/firelog/legacy/batchlog in a native iOS project should be sent by GoogleDataTransport SDK. The GoogleDataTransport SDK is used as a transport layer by Firebase SDKs like Crashlytics, Performance, Core, etc. but also by some other Google SDKs, like ML Kit. Also the request may potentially be send from a JavaScript part of ReactNative.

tl;dr: many non-Firebase Google use the https://firebaselogging.googleapis.com/ endpoint to log data to Google's servers, so calls to that endpoint do not have to originate from Firebase SDKs.

Most Google developer products that come with an SDK use a common infrastructure for logging application specific data from within the app back to Google. They use common endpoints for sending this logging, so that they can combine API calls from multiple SDKs into a single call to the logging backend - reducing/amortize the overhead of the logging.

At some point many of the SDKs for Google developer products switched over from a Google-branded endpoint to using a Firebase-branded endpoint. But the data flows is the same either way, and calls to the https://firebaselogging.googleapis.com/ does not necessarily mean that the product uses a Firebase SDK.

baltpeter commented 1 month ago

Update: Look at the table in https://github.com/tweaselORG/TrackHAR/issues/52#issuecomment-2092708683 instead.

To summarize, these are the types of logEvents/sourceExtensions we have seen and their respective Protobuf schemas on firebaselogging-pa.googleapis.com:

logSourceName (Android) logSource (iOS) Protobuf schema (Android) Protobuf schema (iOS)
FIREPERF 462 https://github.com/firebase/firebase-android-sdk/blob/132b8ba8563aa00b06e27b56ee811e738d14c791/firebase-perf/src/main/proto/firebase/perf/v1/perf_metric.proto https://github.com/firebase/firebase-ios-sdk/blob/7a0145207ec66f24e4bd1ceccd4f861a3e22535b/FirebasePerformance/ProtoSupport/Protos/perf_metric.proto
FIREBASE_INAPPMESSAGING ? https://github.com/firebase/firebase-android-sdk/blob/132b8ba8563aa00b06e27b56ee811e738d14c791/firebase-inappmessaging/src/proto/logs/proto/firebase/inappmessaging/campaign_analytics.proto
GDT_CLIENT_METRICS 1710 https://github.com/firebase/firebase-android-sdk/blob/132b8ba8563aa00b06e27b56ee811e738d14c791/transport/transport-runtime/src/main/proto/client_analytics.proto https://github.com/google/GoogleDataTransport/blob/6e27aa51abc4847ba748f3ea11bb0a1f3d09f5d3/GoogleDataTransport/ProtoSupport/Protos/client_metrics.proto
FIREBASE_CRASHLYTICS_REPORT ? https://github.com/firebase/firebase-ios-sdk/blob/7a0145207ec66f24e4bd1ceccd4f861a3e22535b/Crashlytics/ProtoSupport/Protos/crashlytics.proto
FIREBASE_APPQUALITY_SESSION 1974 https://github.com/firebase/firebase-ios-sdk/blob/7a0145207ec66f24e4bd1ceccd4f861a3e22535b/FirebaseSessions/ProtoSupport/Protos/sessions.proto
? 137 https://github.com/firebase/firebase-ios-sdk/blob/af1201c8a3e64d7c1893cebbec6877cd8c39abf7/Firebase/CoreDiagnostics/ProtoSupport/Protos/firebasecore.proto
? 1326 https://github.com/firebase/firebase-ios-sdk/blob/477bb2a6961b18dc6210a0dafc90a975e6a448c6/FirebaseMLModelDownloader/Sources/proto/firebase_ml_log_sdk.proto

On Android, FIREBASE_CRASHLYTICS_REPORT events have a JSON string in sourceExtensionJsonProto3 instead of a Protobuf in sourceExtension (e.g. https://data.tweasel.org/data/requests/monkey-july-2023,91524):

{
    "requestTimeMs": 1690282466588,
    "requestUptimeMs": 321808,
    "clientInfo": {
        "clientType": "ANDROID_FIREBASE",
        "androidClientInfo": {
            "sdkVersion": 33,
            "model": "sdk_gphone_x86_64",
            "hardware": "ranchu",
            "device": "emu64xa",
            "product": "sdk_gphone_x86_64",
            "osBuild": "TE1A.220922.025",
            "manufacturer": "Google",
            "fingerprint": "google/sdk_gphone_x86_64/emu64xa:13/TE1A.220922.025/9795748:userdebug/dev-keys",
            "locale": "en",
            "country": "US",
            "mccMnc": "310260",
            "applicationBuild": "61"
        }
    },
    "logSourceName": "FIREBASE_CRASHLYTICS_REPORT",
    "logEvent": [
        {
            "eventTimeMs": 1690282460991,
            "eventUptimeMs": 316211,
            "sourceExtensionJsonProto3": "{\"sdkVersion\":\"18.2.13\",\"gmpAppId\":\"1:107894635142:android:330dfc4a3fd7d6294caf07\",\"platform\":4,\"installationUuid\":\"d86951fe414142dfa1bc015c38b7b820\",\"buildVersion\":\"61\",\"displayVersion\":\"1.3.12\",\"session\":{\"generator\":\"Crashlytics Android SDK/18.2.13\",\"identifier\":\"NjRCRkE5QzQwMDNEMDAwMTE5MkMyQkNBQUI2NkMzRTc=\",\"startedAt\":1690282436,\"endedAt\":1690282460,\"crashed\":true,\"app\":{\"identifier\":\"app.visory.security_camera\",\"version\":\"61\",\"displayVersion\":\"1.3.12\",\"installationUuid\":\"d86951fe414142dfa1bc015c38b7b820\",\"developmentPlatform\":\"Flutter\"},\"os\":{\"platform\":3,\"version\":\"13\",\"buildVersion\":\"REL\",\"jailbroken\":false},\"device\":{\"arch\":1,\"model\":\"sdk_gphone_x86_64\",\"cores\":4,\"ram\":2061852672,\"diskSpace\":6228115456,\"simulator\":true,\"state\":1,\"manufacturer\":\"Google\",\"modelClass\":\"sdk_gphone_x86_64\"},\"events\":[{\"timestamp\":1690282447,\"type\":\"error\",\"app\":{\"execution\":{\"threads\":[{\"name\":\"pool-32-thread-3\",\"importance\":4,\"frames\":[{\"pc\":0,\"symbol\":\"FirebaseCrashlytics.recordError\",\"file\":\"package:firebase_crashlytics/src/firebase_crashlytics.dart\",\"offset\":120,\"importance\":4},{\"pc\":0,\"symbol\":\"Crash.record\",\"file\":\"package:visory_flutter/core/crash.dart\",\"offset\":17,\"importance\":4},{\"pc\":0,\"symbol\":\"SubscriptionInteractor._init\",\"file\":\"package:visory_flutter/subscription/domain/subscription_interactor.dart\",\"offset\":62,\"importance\":4}]}],\"exception\":{\"type\":\"io.flutter.plugins.firebase.crashlytics.FlutterError\",\"reason\":\"Exception: Subscription not available. Error thrown null.\",\"frames\":[{\"pc\":0,\"symbol\":\"FirebaseCrashlytics.recordError\",\"file\":\"package:firebase_crashlytics/src/firebase_crashlytics.dart\",\"offset\":120,\"importance\":4},{\"pc\":0,\"symbol\":\"Crash.record\",\"file\":\"package:visory_flutter/core/crash.dart\",\"offset\":17,\"importance\":4},{\"pc\":0,\"symbol\":\"SubscriptionInteractor._init\",\"file\":\"package:visory_flutter/subscription/domain/subscription_interactor.dart\",\"offset\":62,\"importance\":4}],\"overflowCount\":0},\"signal\":{\"name\":\"0\",\"code\":\"0\",\"address\":0},\"binaries\":[{\"baseAddress\":0,\"size\":0,\"name\":\"app.visory.security_camera\",\"uuid\":\"OGNlOWZhNDY2NjIyNDk4ZWI0YzMxY2FmYTY3NjViMzY=\"}]},\"customAttributes\":[{\"key\":\"flutter_error_exception\",\"value\":\"Exception: Subscription not available\"},{\"key\":\"flutter_error_reason\",\"value\":\"thrown null\"},{\"key\":\"place\",\"value\":\"NO_PLACE_ID\"}],\"internalKeys\":[],\"uiOrientation\":1},\"device\":{\"batteryLevel\":1.0,\"batteryVelocity\":1,\"proximityOn\":false,\"orientation\":1,\"ramUsed\":1293557760,\"diskUsed\":901656576},\"log\":{\"content\":\"1663 $A$:{\\\"name\\\":\\\"_vs\\\",\\\"parameters\\\":{\\\"_o\\\":\\\"auto\\\",\\\"_sc\\\":\\\"MainActivity\\\",\\\"_si\\\":8505468184930546678}}\\n8876 $A$:{\\\"name\\\":\\\"user_progress\\\",\\\"parameters\\\":{\\\"additional\\\":\\\"\\\",\\\"screen\\\":\\\"role_picker\\\",\\\"_o\\\":\\\"app\\\",\\\"_sc\\\":\\\"MainActivity\\\",\\\"_si\\\":8505468184930546678,\\\"step\\\":0,\\\"stepName\\\":\\\"initial\\\"}}\\n10882 $A$:{\\\"name\\\":\\\"onboarding_pages\\\",\\\"parameters\\\":{\\\"_o\\\":\\\"app\\\",\\\"_sc\\\":\\\"MainActivity\\\",\\\"_si\\\":8505468184930546678,\\\"selected\\\":\\\"onboarding_pages\\\"}}\\n10933 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Same for FIREBASE_APPQUALITY_SESSION—of which we currently only have a single instance, https://data.tweasel.org/data/requests/monkey-july-2023,98267, but more to come with tweaselORG/experiments#2:

{
    "requestTimeMs": 1690282467989,
    "requestUptimeMs": 323208,
    "clientInfo": {
        "clientType": "ANDROID_FIREBASE",
        "androidClientInfo": {
            "sdkVersion": 33,
            "model": "sdk_gphone_x86_64",
            "hardware": "ranchu",
            "device": "emu64xa",
            "product": "sdk_gphone_x86_64",
            "osBuild": "TE1A.220922.025",
            "manufacturer": "Google",
            "fingerprint": "google/sdk_gphone_x86_64/emu64xa:13/TE1A.220922.025/9795748:userdebug/dev-keys",
            "locale": "en",
            "country": "US",
            "mccMnc": "310260",
            "applicationBuild": "25"
        }
    },
    "logSourceName": "FIREBASE_APPQUALITY_SESSION",
    "logEvent": [
        {
            "eventTimeMs": 1690282437597,
            "eventUptimeMs": 292817,
            "sourceExtensionJsonProto3": "{\"eventType\":1,\"sessionData\":{\"sessionId\":\"73dd844e56db4cffbaff800f21050fc0\",\"firstSessionId\":\"73dd844e56db4cffbaff800f21050fc0\",\"sessionIndex\":0,\"eventTimestampUs\":1690282437157000,\"dataCollectionStatus\":{\"performance\":2,\"crashlytics\":2,\"sessionSamplingRate\":1.0},\"firebaseInstallationId\":\"ell0zhyfQnSPtxBoga7Q_V\"},\"applicationInfo\":{\"appId\":\"1:214211646137:android:4172fcfbea1636db54c168\",\"deviceModel\":\"sdk_gphone_x86_64\",\"sessionSdkVersion\":\"1.0.0\",\"osVersion\":\"13\",\"logEnvironment\":3,\"androidAppInfo\":{\"packageName\":\"com.xray.tida\",\"versionName\":\"1.0.3\",\"appBuildVersion\":\"25\",\"deviceManufacturer\":\"Google\"}}}",
            "timezoneOffsetSeconds": 7200,
            "networkConnectionInfo": {
                "networkType": "WIFI"
            }
        }
    ],
    "qosTier": "DEFAULT"
}
baltpeter commented 1 month ago

I noticed an issue with string decoding in Protobufs, but won't tackle that as part of this issue. See #71.

baltpeter commented 1 month ago

There is also a newer endpoint at https://firebaselogging.googleapis.com/v0cc/log/batch that appears to be replacing https://firebaselogging-pa.googleapis.com/v1/firelog/legacy/batchlog.

In previous runs, we had seen a few instances of firebaselogging.googleapis.com but almost exclusively on iOS. With tweaselORG/experiments#2, we are now also seeing a lot of requests from Android.

baltpeter commented 1 month ago

As far as I can tell, the request format is identical. There are few new (to us) logEvents/sourceExtensions, though.

So far, we have observed the following logSourceNames in JSON messages:

And the following logSources in Protobuf messages:

baltpeter commented 1 month ago

I'll start a new table here to preserve the issue history.

These are the types of logEvents/sourceExtensions we have seen and their respective Protobuf schemas on both firebaselogging-pa.googleapis.com and firebaselogging.googleapis.com:

logSourceName (Android) logSource (iOS) Protobuf schema (Android) Protobuf schema (iOS)
FIREPERF 462 https://github.com/firebase/firebase-android-sdk/blob/132b8ba8563aa00b06e27b56ee811e738d14c791/firebase-perf/src/main/proto/firebase/perf/v1/perf_metric.proto https://github.com/firebase/firebase-ios-sdk/blob/7a0145207ec66f24e4bd1ceccd4f861a3e22535b/FirebasePerformance/ProtoSupport/Protos/perf_metric.proto
FIREBASE_INAPPMESSAGING ? https://github.com/firebase/firebase-android-sdk/blob/132b8ba8563aa00b06e27b56ee811e738d14c791/firebase-inappmessaging/src/proto/logs/proto/firebase/inappmessaging/campaign_analytics.proto
GDT_CLIENT_METRICS 1710 https://github.com/firebase/firebase-android-sdk/blob/132b8ba8563aa00b06e27b56ee811e738d14c791/transport/transport-runtime/src/main/proto/client_analytics.proto https://github.com/google/GoogleDataTransport/blob/6e27aa51abc4847ba748f3ea11bb0a1f3d09f5d3/GoogleDataTransport/ProtoSupport/Protos/client_metrics.proto
FIREBASE_CRASHLYTICS_REPORT ? https://github.com/firebase/firebase-ios-sdk/blob/7a0145207ec66f24e4bd1ceccd4f861a3e22535b/Crashlytics/ProtoSupport/Protos/crashlytics.proto
FIREBASE_APPQUALITY_SESSION 1974 https://github.com/firebase/firebase-ios-sdk/blob/7a0145207ec66f24e4bd1ceccd4f861a3e22535b/FirebaseSessions/ProtoSupport/Protos/sessions.proto
PLAY_BILLING_LIBRARY ?
FIREBASE_ML_LOG_SDK 1326 https://github.com/firebase/firebase-android-sdk/blob/master/firebase-ml-modeldownloader/src/test/proto/firebase/ml/modeldownloader/firebase_ml_log_sdk.proto https://github.com/firebase/firebase-ios-sdk/blob/477bb2a6961b18dc6210a0dafc90a975e6a448c6/FirebaseMLModelDownloader/Sources/proto/firebase_ml_log_sdk.proto
FIREBASE_ML_SDK ?
CAST_SENDER_SDK 67
LE 17
ICORE 137 https://github.com/firebase/firebase-ios-sdk/blob/af1201c8a3e64d7c1893cebbec6877cd8c39abf7/Firebase/CoreDiagnostics/ProtoSupport/Protos/firebasecore.proto
? 715

Of those, FIREBASE_APPQUALITY_SESSION, FIREBASE_CRASHLYTICS_REPORT, FIREBASE_ML_LOG_SDK are transmitted as JSON on Android. The rest is always transmitted as Protobuf.

baltpeter commented 1 month ago

I can't find a schema for PLAY_BILLING_LIBRARY but the important stuff is easy enough to guess:

Example:

{
    "1": {
        "1": "6.0.0",
        "2": "com.appsky.android.bloodpressure"
    },
    "2": {
        "1": 5,
        "2": {
            "1": 3,
            "2": "Billing service unavailable on device.",
            "4": 40
        }
    }
}
baltpeter commented 1 month ago

Can't find a schema for FIREBASE_ML_SDK, either.

{
    "1": {
        "1": "com.speakandtranslate.voicetranslator.alllanguages",
        "2": "69",
        "4": "17.0.2",
        "5": "NA",
        "8": {
            "12": 1398091118
        },
        "9": "75d23644-e349-4d99-a295-b4da680601f0",
        "11": 1,
        "13": 10,
        "14": 18446744073709552000
    },
    "2": 251,
    "39": {
        "1": 3
    }
}
baltpeter commented 1 month ago

Found a mapping between numeric and string logSources: https://github.com/aarch64-android-emulator/aarch64-qemu/blob/0582a5f95da065a431f83ab6a46ecde11410a3f1/android/android-emu/android/metrics/proto/clientanalytics.proto#L408

Unfortunately, it's quite old and doesn't contain many of the ones we've observed.

baltpeter commented 1 month ago

No schema for CAST_SENDER_SDK, either.

{
    "9": "e2c23e21-829c-428b-99df-10a9062a775e",
    "48": {
        "1": {
            "1": "com.audible.application",
            "2": "21.3.0"
        },
        "4": 5
    },
    "59": "e2c23e21-829c-428b-99df-10a9062a775e"
}
baltpeter commented 1 month ago

Or LE…

{
    "1": 1,
    "2": {
        "1": 1,
        "2": {
            "1": "com.bonial.kaufda",
            "2": 1039921
        },
        "5": {
            "1": 5,
            "2": "en",
            "9": {
                "3": {
                    "2": "postal_code"
                }
            }
        },
        "27": 1,
        "28": "3ccd8e05-4590-4b95-ae5d-7d25f64c6909",
        "30": "3.4.0",
        "32": 1,
        "33": "AIzaSyAqLMSRndKfPVh12JWcLtjnt_8qbP8gPE0",
        "34": 1
    }
}

That one's labelled "location engine statistics". Sounds potentially juicy.

baltpeter commented 1 month ago

Don't have a schema for 715, either, but that's probably related to Google Translate as we only have two instances, both from translation apps.

{
    "1": 1690384081426,
    "6": {
        "1": {
            "1": "mobile.app.tools.translator",
            "2": "2781",
            "4": "3.0.0",
            "5": "NA",
            "8": [
                {
                    "12": 1162095982
                },
                "de-DE"
            ],
            "10": 0,
            "11": 1
        },
        "2": 251,
        "39": {
            "1": 3,
            "2": 0
        }
    },
    "15": 14400,
    "17": 4214474692
}