API Documentation

Audit Logs

This page describes Audit Logs, the main functionality of our Business Intelligence API.

DecisionRules allows you to generate audit logs from the solver which is extremely useful for getting overview about your decisions and performing analyses. On this page, we shall summarize all that you need to know about this topic.

About Audit Logs

We shall take you through the process of getting started with Audit Logs step by step. If you already have some audit logs and need some hints on their management, please skip to the last section.

Create your Business Intelligence API Key:

Before you start creating your first audit logs, you need to create a Business Intelligence API key to be able to retrieve the logs into your BI platform. Details are described in the API Key section.

Turn on Audit Logs on a rule

Audit Logs have to be turned on individually on each rule that you want to have logs from. This guarantees that you do not generate (and pay for) logs that you are actually not interested about. To turn on Audit Logs on a rule (e.g. a decision table), go to its rule settings and open the Audit Logs section. There, click the Audit Logs slider. If you wish to include additional debug data into the logs (more on these below), you may switch the corresponding slider on. Finally, you may set the audit log lifespan, i.e., the time for which the logs will be persisted. Once the lifespan is over, the logs will be automatically disposed.

If you are in production environment, choose the audit log lifespan wisely. When the log is generated, its lifespan cannot be changed anymore. Even more importantly, once it is disposed, it cannot be recovered.

Debug Data

By default, audit logs contain metadata (timestamp, rule ID, rule type, etc.) plus the input and output data that is very useful for analyzing decisions. Meanwhile, Debug Data provide a more detailed description of the rule solver run itself. They contain the same information that you see in the Console when you call a rule from Test Bench with Debug Mode on (if you are not yet familiar with Test Bench, read on). Having these data can be useful in the process of debugging, because you can see the evaluation of individual conditions.

Consider Pay-As-You-Go

Based on the number of rules with Audit Logs switched on and on their expected number of calls, you might be in danger of reaching the plan limit of the number of audit logs stored free of charge. In such a case, new audit logs would not be generated. To avoid this situation, consider switching the Pay-as-you-Go functionality for Audit logs.

Call the solver

To generate audit logs, you will need to call the solver. Go to the rule where you have Audit Logs turned on, make sure its state is set to Published and open Test Bench (at the bottom of the page). Now enter some input data (on the left side) and hit Run. Congratulations, you have just generated your first audit log.

View your audit logs

By now you should have generated some audit logs: let's take a look at them. Click Audit Logs in the menu on the left and check out the table. You should see some entries there. Each row represents one audit log. If you have more logs than can fit on one page, use the paginator below the table to navigate between pages.

Limitations

Audit logs which exceed the allowed memory limit will not have all of it's contents displayed. Namely the Input Data, Output Data and Debug Data fields will be omitted.

The memory limit for each Audit Log is inversely correlated with the amount of Audit Logs being displayed. To display all of the data of extensive Audit Logs, try lower the amount of Audit Logs displayed or use the filter feature to display only the Audit Log in question.

For On-Premise solutions:

The memory limit can be set as an environment variable, where the size of the limit is given in bytes. The default value is set to 130MB.

Reading audit logs

By default, you see several columns in the table representing individual properties of the logs (time of creation of the audit, rule name, etc.). You may set up the view by clicking the Show dropdown in the right of the table header and choosing which columns to display. To view the input and output data (or the data models), click the corresponding cell and you will be shown a modal with JSON. The data can be copied to clipboard by clicking the copy icon. The same holds for the whole audit log (use the copy icon at the beginning of each row).

Filtering audit logs

Let us quickly go through the filtering options. First and foremost, you may filter logs by rule IDs. Just click the Rule IDs dropdown in the header of the table and choose the rule(s) you are interested in. You may also enter one or more rule versions. Next you can filter by correlation IDs (correlation ID is an identifier that can be passed to the rule solver when calling it in order to identify the rule solve within some wider integrated process). When you are looking for errors, you may want to filter by HTTP status codes. Eventually, there is a time filter allowing to look at a specified time period. You may reset all filters by clicking the respective button.

Deleting audit logs

Since you are being charged for the logs stored in the database, it is convenient to be able to delete them. You can do that in three ways. To delete all audits, reset the filter, click the Delete button and choose Delete All. This will delete all audits belonging to your Space. For a slightly more specific delete, you may set up a filter (according to the preceding paragraph), click the Delete button and choose Delete Filtered. This will delete all the audits in your Space matching the filter. Finally, for the most delicate deletion, you may select the entries manually using the checkbox at the beginning of each row, click Delete and choose Delete Selected. This will delete only the logs in selection.

What next

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