Recognizr

Build

1. Build docker image

You may need your own container registry https://yandex.cloud/docs/container-registry/operations/registry/registry-create

login:

token=`yc iam create-token`
docker login -u iam -p $token cr.yandex

build:

docker build . -t cr.yandex/$repository/recognizr

push:

docker push cr.yandex/$repository/recognizr

2.1 (Optional) create SmartCaptcha

https://yandex.cloud/ru/docs/smartcaptcha/ You'll need Server key and User key.

2.2 (Optional) order certificate

You may use LetsEncrypt

2.3 (Optional) register name

Use any available registrar

3.A Provision serverles container

Provide ContainerRegistry URL SCC as SmartCaptcha Client key SCS as SmartCaptcha Server key Omit them if you don't want to protect your recognizr Hint: store keys in LockBox

3.B SetUp COI VM

use docker-compose-fluentbit.yaml as docker compose for COI (use docker-compose-simple.yaml if it's too hard for you) Configure fluentbit. https://yandex.cloud/ru/docs/logging/tutorials/coi-fluent-bit-logging#fluent-bit Needed files are in fluentbit/ You'll need logging group

Further setup

Add DataStream to a logging group Direct DataStream to S3 to store logs Dtirect DataStream to YDB for analytics Configure TTL on YDB Create Datalens Source Create Dataset. Use this query:

SELECT
    --JSON_QUERY(`jsonPayload`, "$") as Payload,
    JSON_VALUE(`jsonPayload`, "$.msg.DateTime") as DateTime,
    JSON_VALUE(`jsonPayload`, "$.msg.ForwardedFor") as ForwardedFor,
    JSON_VALUE(`jsonPayload`, "$.msg.IP") as IP,
    JSON_VALUE(`jsonPayload`, "$.msg.Method") as Method,
    JSON_VALUE(`jsonPayload`, "$.msg.Path") as Path,
    JSON_VALUE(`jsonPayload`, "$.msg.URI") as URI,
    JSON_VALUE(`jsonPayload`, "$.msg.UserAgent") as UserAgent,
    JSON_VALUE(`jsonPayload`, "$.msg.info") as info,
    JSON_VALUE(`jsonPayload`, "$.msg.model") as model
FROM `recognizr-logs`

Usage

Navigate to recognizr URL Copy/Paste, open, drag&drop or use plugins to provide image. Wait. Grab recognition results.

Observe statistics in DataLens dasboard: