The setup guides in this section will provide information on how to install, configure, and use FLOWX.AI services.
Deploying microservices typically involves breaking down the application into smaller, modular components. Each microservice should be independently deployable, with all the necessary dependencies and configurations included.
Once the microservices have been created, they can be deployed using a container management system such as Docker or Kubernetes. These systems allow for the deployment of multiple microservices in a single environment.
Environment variables are variables that are set in the system environment and can be used by applications and services to store and access configuration information. Environment variables typically include settings such as paths to directories, file locations, settings for the operating system and applications, and more.
Environment variables are used to store and access configuration information in a secure and efficient manner. Below you will find some examples of common/shared environment variables that need to be set for different services and components.
Authorization & access roles
An identity management platform is a software system that helps you manage authorization & access roles, including user accounts, passwords, access control, and authentication. Identity management platforms typically offer features such as user provisioning, identity federation, and single sign-on.
The following variables need to be set in order to connect to the identity management platform:
SECURITY_OAUTH2_BASE_SERVER_URL- the base URL for the OAuth 2.0 Authorization Server, which is responsible for authentication and authorization for clients and users, it is used to authorize clients, as well as to issue and validate access tokens
SECURITY_OAUTH2_CLIENT_CLIENT_ID- a unique identifier for a client application that is registered with the OAuth 2.0 Authorization Server, this is used to authenticate the client application when it attempts to access resources on behalf of a user
SECURITY_OAUTH2_CLIENT_CLIENT_SECRET- secret key that is used to authenticate requests made by an authorization client
SECURITY_OAUTH2_REALM- security configuration env var in the Spring Security OAuth2 framework, it is used to specify the realm name used when authenticating with OAuth2 providers
Datasource configuration is the process of configuring a data source, such as a database, file, or web service, so that an application can connect to it and use the data. This typically involves setting up the connection parameters, such as the host, port, username, and password.
In some cases, additional configuration settings may be required, such as specifying the type of data source (e.g. Oracle, MySQL, etc.) or setting up access control for data access.
Environment variables are more secure than hard-coding credentials in the application code and make it easier to update data source parameters without having to modify the application code.
Depending on the data source type, various parameters may need to be configured. For example, if connecting to an Oracle database, the driver class name, and the database schema must be provided. For MongoDB, the URI is needed.
The following variables need to be set in order to set the datasource:
SPRING_DATASOURCE_URL- environment variable used to configure a data source URL for a Spring application, it typically contains the JDBC driver name, the server name, port number, and database name
SPRING_DATASOURCE_USERNAME- environment variable used to set the username for the database connection, this can be used to connect to a database instance
SPRING_DATASOURCE_PASSWORD- environment variable used to store the password for the database connection, this can be used to secure access to the database and ensure that only authorized users have access to the data
SPRING_DATASOURCE_DRIVERCLASSNAME(❗️only for Oracle DBs) - environment variable used to set the class name of the JDBC driver that the Spring DataSource will use to connect to the database
SPRING_JPA_PROPERTIES_HIBERNATE_DEFAULTSCHEMA(❗️only for Oracle DBs) - environment variable used to overwrite the name of the database schema
SPRING_DATA_MONGODB_URI(❗️only for MongoDB) - environment variable used to provide the connection string for a MongoDB database that is used with, this connection string provides the host, port, database name, user credentials, and other configuration details for the MongoDB server
You will need to make sure that the user, password, connection link and db name are configured correctly, otherwise, you will receive errors at start time.
The datasource is configured automatically via a liquibase script inside the engine. All updates will include migration scripts.
The following Kafka-related configurations can be set by using environment variables:
SPRING_KAFKA_BOOTSTRAP_SERVERS- environment variable used to configure the list of brokers to which the kafka client will connect, this is a comma-separated list of host and port pairs that are the addresses of the Apache Kafka brokers in a Kafka cluster
SPRING_KAFKA_CONSUMER_GROUP_ID- environment variable is used to set the consumer group ID for the Kafka consumer, it is used to identify which consumer group the consumer belongs to and allows the Kafka broker to manage which messages are consumed by each consumer in the group
SPRING_KAFKA_CONSUMER_GROUP_ID - might be different for the services that have the group id separated in topics, also thread numbers.
KAFKA_CONSUMER_THREADS- environment variable used to control the number of threads that a Kafka consumer instance can use to consume messages from a cluster, it defines the number of threads that the consumer instance should use to poll for messages from the Kafka cluster
KAFKA_AUTH_EXCEPTION_RETRY_INTERVAL- environment variable used to set the interval at which Kafka clients should retry authentication exceptions (the interval between retries after AuthorizationException is thrown by KafkaConsumer)
KAFKA_MESSAGE_MAX_BYTES- this is the largest size of the message that can be received by the broker from a producer.
Each action available in the service corresponds to a Kafka event. A separate Kafka topic must be configured for each use case.
FLOWX.AI Engine is listening for messages on topics with names of a certain pattern, make sure to use correct outgoing topic names when configuring the services.
Redis configuration involves setting up the connection parameters, such as the host, port, username, and password. In some cases, additional configuration settings may be required, such as specifying the type of data store or setting up access control for data access.
SPRING_REDIS_HOST- environment variable used to configure the hostname or IP address of a Redis server when using Spring Data Redis
SPRING_REDIS_PASSWORD- environment variable is used to store the password used to authenticate with a Redis server, it is used to secure access to the Redis server and should be kept confidential
REDIS_TTL- environment variable is used to specify the maximum time-to-live (TTL) for a key in Redis, it is used to set a limit on how long a key can exist before it is automatically expired (Redis will delete the key after the specified TTL has expired)
SPRING_CACHE_REDIS_KEY_PREFIX- all the data produced by the service will be stored in Redis under this specific key
Advanced debugging features can be enabled. When this happens, snapshots of the process status will be taken after each action and can be later used for debugging purposes. This feature comes with an exponential increase in database usage, so we suggest having the flag set to true on debugging media and false production ones.
The following environment variables could be set in order to control log levels:
LOGGING_LEVEL_ROOT- root spring boot microservice logs
LOGGING_LEVEL_APP- controls the verbosity of the application's logs and how much information is recorded (app level logs)
Tracing via Jaeger
Tracing via Jaeger involves collecting timing data from the components in a distributed application. This allows you to better identify bottlenecks and latency issues.
The following FLOWX.AI services use Jaeger tracing:
Environment variables to be set for tracing:
APPLICATION_JAEGER_ENABLED- environment variable used to enable or disable Jaeger tracing
APPLICATION_JAEGER_PREFIX- environment variable used to change the name in the Jaeger dashboard
A license model is a set of rules and regulations governing how software can be used, distributed, and modified. It also outlines the rights and responsibilities of the software user and the software developer. Common license models include open source, freeware, shareware, and commercial software.
Most of the third-party components used by FLOWX.AI are under Apache License 2.0 source code.
Third-party components are software components or libraries that are not part of FLOWX.AI but are instead created by another company or individual and used in a development project.
These components can range from databases and operating systems to user interface components and libraries that provide support for a specific feature or task.
Third party components are components such as libraries, frameworks, APIs, etc.»Third-party components