vantiqconnectorsdk 1.2.8

SDK for building Vantiq extension sources/connectors in Python

Repository Contents

This repository contains the SDK for building Vantiq connectors (also known as extension sources) using Python. At a high level, a connector is configured and then run, responding or sending messages to messages the Vantiq server. Each connector acts as a source in a Vantiq namespace.

You will need credentials to a Vantiq server to use this SDK. Please contact your Vantiq system administrator to obtain these credentials.

Overview of a Connector

For details about the overall structure of a connector and the protocol used between the connector and the Vantiq source, please see here.

Each running instance of this code represents a set of connectors that connect to a single Vantiq namespace. The set of sources for the connector & the connection information is found in the server config file. We will describe the details later.

Using the Python VantiqConnector SDK, the overall operation is as follows:

• Create a VantiqConnectorSet that manages the set of connections (one per source listed in the server.config file.
• Establish a set of handlers or callbacks that will allow the connectors to respond to messages from the Vantiq server. There are callbacks for the following situations:
  • connect -- when your connection to the server is established, the source configuration is provided to the connector. This can be used to tailor the behavior or local work.
  • publish -- when the Vantiq server sends an event to the source, that event is delivered to the publish handler
  • query -- when the Vantiq server queries the source, that query is delivered to the query handler. The query handler can return information or errors to the application running on the server.
  • close -- when the connection to the Vantiq server ends, the close handler is called, giving the connector a chance to clean up resources.

The connector runtime will maintain the connection, reconnecting as needed.

The following sections describe the use of this SDK to construct a connector.

Building a Connector

Running this code required Python 3.10 or later.

To use the SDK, install it into your Python environment. Using pip,

pip install vantiqconnectorsdk

Other Python environment tools may use different commands.

Once it is installed, you can import it.

from vantiqconnectorsdk import VantiqConnector, VantiqConnectorSet, VantiqConnectorException, VantiqSourceConnection

The SDK is built using asyncio. For details about working with asyncio, please see Python asyncio documentation.

The Vantiq Connector SDK includes the following items:

• VantiqConnector -- a set of constants defined as part of the interface.
  • a set of constants to help in the use of these two classes:
    • For construction errors:
      • VantiqConnector.ERROR_CODE -- the short name for an error
      • VantiqConnector.ERROR_TEMPLATE -- the template for the message itself
      • VantiqConnector.ERROR_PARAMETERS -- parameters for the error message
    • For context reference during callbacks:
      • VantiqConnector.SOURCE_NAME -- the name of the source for which this callback is intended
      • VantiqConnector.RESPONSE_ADDRESS -- routing information to ensure that a query response is delivered to the correct query
    • Status codes for query responses:
      • VantiqConnector.QUERY_COMPLETE -- the last response for this query
      • VantiqConnector.QUERY_PARTIAL -- a partial response to a query
      • VantiqConnector.QUERY_EMPTY -- an indication that there is no response available for this query
• VantiqConnectorSet -- a class that manages the connections for this set of connectors
• VantiqSourceConnection -- a class that manages the message flow and state for a single connector

Logging

The SDK uses the standard Python logging. Logger names are constructed from the class name. If you need to setup logging, you can call the VantiqConnector.setup_logging() call. This will look for a logger.ini file in the serverConfig directory. This is the same place we look for the server.config file (see below).

Connector Startup Configuration

Connectors need a minimum of three configuration properties at startup:

• targetServer: The URL of the Vantiq server to which the connector should connect.
• authToken: The access token that the connector will use to authenticate to the desired namespace.
• sources: The name of the source or sources (comma-separated list) managed by this set of connectors.

In addition to the configuration properties shown above, the server.config file can also include the following property:

• sendPings: A boolean property that, if set to true, enables the SDK to send ping messages to the Vantiq Server. The ping messages are handled by the underlying websockets library.

The system expects the server.config file to be located in a directory named serverConfig in the working directory of the connector.

For users who may not want to write the authToken property to a file because of its sensitive nature, set the environment variable CONNECTOR_AUTH_TOKEN to its value. If the authToken is specified in the server.config document, that value will take precedence. Otherwise, if the authToken is not set in the configuration file, the system will retrieve whatever value is provided in the environment variable.

The server config file is written as property=value, with each property on its own line. The following is an example of a valid server.config file (including the authToken, but that can be omitted and specified as an environment variable instead):

authToken=XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
sources=MySourceName
targetServer=https://dev.vantiq.com/
sendPings=true

Program Flow

1. Create a VantiqConnectorSet. This will read the config file and establish (but not start) a VantiqSourceConnection for each source listed in the config file.
2. Define the handlers to be used. You can use a single set of handlers for all sources (using VantiqConnectorSet.configure_handlers_for_all(), or you can establish handlers for each source (by iterating through the connections provided by VantiqConnectorSet.get_connections() and then calling VantiqSourceConnection.configure_handlers() for each connection.
3. Once the environment is set, you can start the connector operations. This is done by calling VantiqConnectorSet.run_connectors(). Once this call is made (and awaited), the SDK will take over management of the connections.
4. Each source connection can perform its work by responding to calls to the publish and query handlers.
5. If you need to send an event to the server, use VantiqSourceConnection.send_notification().

If the connection closes, the SDK will automatically re-initiate the connection. This will result in calls the connect handlers again, etc. Such a reconnection can happen due to network or connection issues. It can also happen if the source configuration on the Vantiq side is changed. A changed configuration requires a that the connector obtain the new configuration, and that is done by simply making a new connection.

Using VantiqSourceConnection

Every VantiqSourceConnection deals with a single source via its own WebSocket connection.

Setup

To operate, each VantiqSourceConnection must be configured with a set of handlers. These handlers configured as follows. (Note that a similar call can be made using the VantiqConnectorSet if all connections should use the same handler.

Call VantiqSourceConnection.configure_handlers(close_handler, connect_handler, publish_handler, query_handler). These handlers are defined as follows.

• handle_close : Callable[[dict], Awaitable[None]]
• handle_connect : Callable[[dict, dict], Awaitable[None]
• handle_publish : Callable[[dict, dict], Awaitable[None]
• handle_query : Callable[[dict, dict], Awaitable[None]

These parameters specify the callbacks to handle close, connect, publish, and query calls, respectively. For each, the first parameter is a dict providing the context for the operation. The context will contain an entry keyed with VantiqConnector.SOURCE_NAME whose value is the name of the source for which this is a callback. For query calls, there will be an additional entry keyed with VantiqConnector.RESPONSE_ADDRESS. The value here is used to route the query response back to the caller in the Vantiq server.

This context parameter is to be used in the various query response calls.

For the handle_connect, handle_query, and handle_publish calls, there will be a second dict parameter. This will contain the message sent from Vantiq to the connector (source).

Note that the handlers all return an Awaitable. This means that they can operate using asyncio to do other things. However, asyncio operations should be careful not to block the event loop. If an handler is going to take a long time to run, you will want to set it running separately.

Connection (Configuration)

The handle_connect callback is called as part of the Vantiq connection sequence, delivering the source configuration to the connector. receives the message containing a configuration document created on the Vantiq client.

This callback will be called with two parameter: the context and the configuration document. The context parameter was outlined in the previous section. The configuration document is a dict object containing the source's configuration document. There is no format specification of the configuration document -- its content is defined by the connector. Generally, the configuration document allows the connector to be tailored to specific purposes. It may contain database connection information, machine learning models to run, or operational information like cache sizes, etc.

Reconnection

Under certain circumstances (e.g., a change to the source's configuration document or some network connection issue), the Vantiq server may disconnect you from the source with the intent that you will immediately reconnect.

This operation is unavoidable, but is generally transparent to the connector. When this happens, the handle_close callback will be called, and then the handle_connect callback. Since this may be an indication that the source configuration has changed, each connect call should be treated as a new connection/configuration.

This process is automatic. No special work by the connector is required.

Processing Messages

Messages involving a source come in three (3) flavors:

• Messages (events) sent by a source
• Query messages sent to a source. Query messages, in turn, have responses.
• Messages published to a source

The following sections outline the work involved here.

Notifications

Notifications are messages that the source will pass on to Vantiq rules that include WHEN EVENT OCCURS ON "/sources/<source name>". To send one, simply call VantiqSourceConnection.send_notification(<message to be sent>), which will translate the message into JSON and add everything Vantiq needs to recognize the message. The message to be sent shoud be a dict object.

Queries

Queries are sent to the source via VAIL code of the form

row = SELECT * FROM SOURCE someSource with prop1 = value1, prop2 = value2, ...

A query like this will result in a query message to the source (and, thus, to the connector via the handle_query callback). The parameter value passed to the callback will be a dict object { prop1: value1, prop2: value2, ... }. That is, the parameter values are those passed from the with clause in the VAIL SELECT statement.

Once the query message is received (i.e., delivered to the callback), the connector to which the query was delivered must respond. It responds by making calls to return a query response or a query error.

Query Context

Query responses are responses to a SELECT request from Vantiq that targets a source, and can either be a dict or a series of dict objects in the form of a list or array. They only mean anything in relation to an initial Query message received from Vantiq, and thus should only be sent as part response to a query via the callback.

To enable this behavior, the callback is passed a context parameter that provides information about the context of the query. This parameter will take the form of a dict object with two (2) items: a VantiqConnector.SOURCE_NAME item that contains a string specifying the source toward which this query is sent, and a VantiqConnector.RESPONSE_ADDRESS item that contains the routing information to allow the query resposnes (or error) to find their way back the the Vantiq code that issued the query.

Query Responses

To send a query response, call

VantiqSourceConnection.send_query_response(ctx, code, message)

The ctx or context parameter is passed in to the handle_query callback. Simply pass that back unchanged.

The code is an HTTP status code. You can use the following:

• VantiqConnector.QUERY_EMPTY to indicate that this query has an empty response. In this case, the message parameter must be None.
• VantiqConnector.QUERY_PARTIAL to indicate that this is one of a number of responses to this query. This is used if you are dynamically producing results to return.
• VantiqConnector.QUERY_COMPLETE to indicate that this is the last (or only) response to this query.

For the latter two (2) codes, the message parameter must be either a dict or a list of dict objects. These will be sent to the Vantiq server in a JSON format.

Query Errors

Query errors are sent when a Query cannot be completed successfully. To send a Query error, call VantiqSourceConnection.send_query_error(ctx, message).

The ctx or query context was passed in to the handle_query callback. The message (dict) parameter must contain the following items.

• VantiqConnector.ERROR_CODE -- the short name for the error
• VantiqConnector.ERROR_TEMPLATE -- template for the error message. Templates contain zero-based indexed references for parameters list (e.g.,{0} to refer to the first parameter, {1} the second, etc.).
• VantiqConnector.ERROR_PARAMETERS -- a list of parameters for the template.

Published Messsages

When the Vantiq server publishes an event to a source that is implemented using a connector, it is delivered via the handle_publish callback. As with a query message, the handler will be passed two (2) parameter: A context and the message.

The context in this case will contain the VantiqConnector.SOURCE_NAME item. It need not contain the VantiqConnector.RESPONSE_ADDRESS item. You can not respond to messages delivered via the handle_publish callback.

If the Vantiq server executes VAIL code like

    PUBLISH { prop1: value1, prop2: value2, ... } TO SOURCE connectorSource

the connector will receive a handle_callback call containing the context parameter

{ 
    'source_name': 'connectorSource'
}

and a message parameter containing

{ 
    'prop1': value1,
    'prop2': value2
}

The connector can then act on the message as it deems appropriate.

Kubernetes Operation and TCP Probe

In the case that the connector is deployed within a Kubernetes cluster, the VantiqConnectorSet offers support for TCP Startup/Liveness/Readiness probes. The class defines two methods: declare_healthy() and declare_unhealthy(), that can be used to make the respective declarations.

Internally, declare_healthy() and declare_unhealthy() open and close a TCP socket, respectively; the Kubernetes probes attempt to connect to that port. If connection is successful, the probe is considered successful; if not, the probe is unsuccessful.

The socket is opened on port 8000 by default, but this can be changed by including tcpProbePort: in the connector's server.config document. It is the responsibility of the connector developer to manage when the connector is healthy and when it is not.

Note that declare_healthy() and declare_unhealthy() are available from the VantiqSourceConnection as well. These make calls to the containing VantiqConnectorSet. Health status is available only on a VantiqConnectorSet basis.

The VantiqConnectorSet and VantiqSourceConnection classes both offer the is_healthy() method. This will return True if the connector set has been declared healthy, False if it has been declared unhealthy, and None if no health declaration has been made.

Close

The closure handler does not deal with a specific message or type of message, but instead is called when either your code calls VantiqSourceConnection.close() or the WebSocket connection is forced to close, most likely due to a problem with the connection.

The handle_close is passed a context containing the source name (see publish). At the time the handler is called, the connection has already been closed. No interaction with the Vantiq server is possible; this handler call allows the connector to perform any resource deallocation or other cleanup necessary.

License

The source code in this project is licensed under the MIT License.

The MIT License (MIT)

Copyright (c) 2022 Vantiq, Inc.

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.