Revert "feat(logger): refresh sample rate calculation per invocation (#3644)"

This reverts commit 1d66a2a.

Author: dreamorosi

Diff for: docs/core/logger.md

@@ -634,7 +634,7 @@ Once a child logger is created, the logger and its parent will act as separate i
 
 ### Sampling debug logs
 
-Use sampling when you want to dynamically change your log level to **DEBUG** based on a **percentage of your invocations**.
+Use sampling when you want to dynamically change your log level to **DEBUG** based on a **percentage of your concurrent/cold start invocations**.
 
 You can use values ranging from `0` to `1` (100%) when setting the `sampleRateValue` constructor option or `POWERTOOLS_LOGGER_SAMPLE_RATE` env var.
 
@@ -643,9 +643,10 @@ You can use values ranging from `0` to `1` (100%) when setting the `sampleRateVa
 
     This feature takes into account transient issues where additional debugging information can be useful.
 
-Sampling decision happens at the Logger initialization. When using the `injectLambdaContext` method either as a decorator or middleware, the sampling decision is refreshed at the beginning of each Lambda invocation for you.
+Sampling decision happens at the Logger initialization. This means sampling may happen significantly more or less than depending on your traffic patterns, for example a steady low number of invocations and thus few cold starts.
 
-If you're not using either of these, you'll need to manually call the `refreshSamplingRate()` function at the start of your handler to refresh the sampling decision for each invocation.
+!!! note
+    Open a [feature request](https://github.com/aws-powertools/powertools-lambda-typescript/issues/new?assignees=&labels=type%2Ffeature-request%2Ctriage&projects=aws-powertools%2F7&template=feature_request.yml&title=Feature+request%3A+TITLE) if you want Logger to calculate sampling for every invocation
 
 === "handler.ts"
 

Diff for: examples/snippets/logger/logSampling.ts

@@ -10,8 +10,6 @@ export const handler = async (
   _event: unknown,
   _context: unknown
 ): Promise<void> => {
-  // Refresh sample rate calculation on runtime, only when not using injectLambdaContext
-  logger.refreshSampleRateCalculation();
   // This log item (equal to log level 'ERROR') will be printed to standard output
   // in all Lambda invocations
   logger.error('This is an ERROR log');

Diff for: packages/logger/src/Logger.ts

@@ -413,7 +413,6 @@ class Logger extends Utility implements LoggerInterface {
         context,
         callback
       ) {
-        loggerRef.refreshSampleRateCalculation();
         Logger.injectLambdaContextBefore(loggerRef, event, context, options);
 
         let result: unknown;

Diff for: packages/logger/src/middleware/middy.ts

@@ -87,9 +87,6 @@ const injectLambdaContext = (
       if (isResetStateEnabled) {
         setCleanupFunction(request);
       }
-
-      logger.refreshSampleRateCalculation();
-
       Logger.injectLambdaContextBefore(
         logger,
         request.event,

Diff for: packages/logger/tests/unit/injectLambdaContext.test.ts

@@ -184,40 +184,4 @@ describe('Inject Lambda Context', () => {
       })
     );
   });
-
-  it('refreshes sample rate calculation before each invocation using decorator', async () => {
-    // Prepare
-    const logger = new Logger({ sampleRateValue: 0.5 });
-    const refreshSpy = vi.spyOn(logger, 'refreshSampleRateCalculation');
-
-    class Lambda {
-      @logger.injectLambdaContext()
-      public async handler(_event: unknown, _context: Context): Promise<void> {
-        logger.info('test');
-      }
-    }
-    const lambda = new Lambda();
-
-    // Act
-    await lambda.handler({}, {} as Context);
-
-    // Assess
-    expect(refreshSpy).toHaveBeenCalledTimes(1);
-  });
-
-  it('refreshes sample rate calculation before each invocation using middleware', async () => {
-    // Prepare
-    const logger = new Logger({ sampleRateValue: 0.5 });
-    const refreshSpy = vi.spyOn(logger, 'refreshSampleRateCalculation');
-
-    const handler = middy(async () => {
-      logger.info('Hello, world!');
-    }).use(injectLambdaContext(logger));
-
-    // Act
-    await handler(event, context);
-
-    // Assess
-    expect(refreshSpy).toHaveBeenCalledTimes(1);
-  });
 });