523 lines
19 KiB
Markdown
523 lines
19 KiB
Markdown
# Namespaced Logging for Nim
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`namespaced_logging` is intended to be a high-performance, thread-safe logging
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framework similar to [std/logging][std-logging] with support for
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namespace-scoped logging similar to [log4j][] or [logback][] for Nim. It has
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four main motivating features:
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- Hierarchical, namespaced logging
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- Safe and straightforward to use in multi-threaded applications.
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- Native support for structured logging.
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- Simple, autoconfigured usage pattern reminiscent of the
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[std/logging][std-logging] interface.
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## Getting Started
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Install the package via nimble:
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```bash
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# Not yet in official Nim packages. TODO once we've battle-tested it a little
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nimble install https://github.com/jdbernard/nim-namespaced-logging
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```
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## Usage Patterns
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### Simple, Autoconfigured Setup
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```nim
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import namespaced_logging/autoconfigured
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# Zero configuration of the LogService required, appender/logger configuration
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# is immediately available
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addLogAppender(initConsoleLogAppender())
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info("Application started")
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# Set global threshold
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setRootLoggingThreshold(lvlWarn)
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# Namespaced loggers, thresholds, and appenders supported
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addLogAppender(initFileLogAppender(
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filePath = "/var/log/app_db.log",
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formatter = formatJsonStructuredLog, # provided in namespaced_logging
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namespace = "app/db",
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threshold = lvlInfo))
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# in DB code
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let dbLogger = getLogger("app/db/queryplanner")
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dbLogger.debug("Beginning query plan...")
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# native support for structured logs (import std/json)
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dbLogger.debug(%*{
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"method": "parseParams",
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"message": "unrecognized param type",
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"invalidType": $params[idx].type,
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"metadata": %(params.meta)
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} )
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```
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### Manual Configuration
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```nim
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import namespaced_logging
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# Manually creating a LogService. This is an independent logging root fully
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# isolated from subsequent LogServices initialized
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var ls = initLogService()
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# Configure logging
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ls.addAppender(initConsoleLogAppender())
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ls.addAppender(initFileLogAppender("app.log"))
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ls.setThreshold("api", lvlWarn)
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# Create loggers
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let localLogSvc = threadLocalRef(ls)
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let apiLogger = localLogSvc.getLogger("api")
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let dbLogger = localLogSvc.getLogger("db")
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```
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### Autoconfigured Multithreaded Application
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```nim
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import namespaced_logging/autoconfigured
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import mummy, mummy/routers
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# Main thread setup
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addLogAppender(initConsoleLogAppender())
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proc createApiRouter*(apiCtx: ProbatemApiContext): Router =
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# This will run on a separate thread, but the thread creation is managed by
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# mummy, not us. Log functions still operate correctly and respect the
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# configuration setup on the main thread
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let logger = getLogger("api")
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logger.trace(%*{ "method_entered": "createApiRouter" })
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# API route setup...
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logger.debug(%*{ "method": "createApiRouter", "routes": numRoutes })
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let server = newServer(createApiRouter(), workerThreads = 4)
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ctx.server.serve(Port(8080))
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info("Serving MyApp v1.0.0 on port 8080")
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setThreshold("api", lvlTrace) # will be picked up by loggers on worker threads
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```
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### Manual Multithreaded Application
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```nim
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import namespaced_logging
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# Main thread setup
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var logService = initLogService()
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logService.addAppender(initConsoleLogAppender())
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var localLogSvc = threadLocalRef(logService) # for use on main thread
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# Worker thread function
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proc worker(ls: LogService) {.thread.} =
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let localLogSvc = threadLocalRef(ls)
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let logger = localLogSvc.getLogger("worker")
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# Runtime configuration changes
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localLogSvc.setThreshold("worker", lvlDebug)
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logger.debug("Worker configured")
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# Safe thread creation
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createThread(workerThread, worker, logService)
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```
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### Dynamic Configuration
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```nim
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# Configuration can change at runtime
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proc configureLogging(localLogSvc: ThreadLocalLogService, verbose: bool) =
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if verbose:
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localLogSvc.setRootThreshold(lvlDebug)
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localLogSvc.addAppender(initFileLogAppender("debug.log"))
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else:
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localLogSvc.setRootThreshold(lvlInfo)
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# Changes automatically propagate to all threads
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```
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## Loggers and Appenders
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The logging system is composed of two main components: loggers and appenders.
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Loggers are used to create log events, which are then passed to the appenders.
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Appenders take log events and write them to some destination, such as the
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console, a file, or a network socket. Appenders also have a logging level
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threshold, which determines which log events are acted upon by the appender,
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and, optionally, a namespace filter, which determines from which loggers the
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appender accepts log events.
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### Heirarchical Logging Namespaces
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Loggers are organized hierarchically, with the hierarchy defined by the logger
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scope. A logger with the scope `app/service/example` is conceptually a child of
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the logger with the scope `app/service`. By default, appenders accept log
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events from all loggers, but this can be restricted by setting a namespace
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filter on the appender. An appender with a namespace set will accept log events
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from all loggers with scopes that start with the namespace. For example, an
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appender with the namespace `app` will accept log events from the loggers
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`app`, `app/service`, and `app/service/example`, but not from `api/service`.
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The other impact of the logger heirarchy is in the effective logging level of
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the logger. An explicit logging level threshold can be set for any scope. Any
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scope that does not have an explicit inherits its threshold from ancestor
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loggers upwards in the scope naming heirarchy. This pattern is explained in
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detail in the [logback documentation][effective logging level] and applies in
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the same manner to loggers in this library.
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### LogMessageFormater
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Both the [ConsoleLogAppender](#ConsoleLogAppender) and
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[FileLogAppender](#FileLogAppender) can be given a *LogMessageFormatter* to
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determine how a log message is formatted before being written.
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```nim
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type LogMessageFormatter* = proc (msg: LogMessage): string {.gcsafe.}
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```
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## Available Appenders
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### ConsoleLogAppender
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Used for writing logs to stdout or stderr.
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```nim
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proc initConsoleLogAppender*(
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formatter = formatSimpleTextLog,
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## formatJsonStructuredLog is another useful formatter provided
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## or you can write your own
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useStderr = false, ## stdout is used by default
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namespace = "", ## appender matches all scopes by default
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threshold = lvlAll ## and accepts all message levels by default
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): ConsoleLogAppender {.gcsafe.}
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```
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The first time a message is sent to any *ConsoleLogAppender*, we create a
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writer thread which writes messages to the specified output in the order they
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are received, flushing the file handle after each write to enforce an ordering.
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The ConsoleLogAppender implementation uses a channel to send messages to the
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writer thread.
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### FileLogAppender
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Used for writing logs to files.
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```nim
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proc initFileLogAppender*(
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filePath: string,
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formatter = formatSimpleTextLog,
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## formatJsonStructuredLog is another useful formatter provided
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## or you can write your own
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namespace = "",
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threshold = lvlAll
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): FileLogAppender {.gcsafe.}
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```
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Similar to the *ConsoleLogAppender* implementation, the first time a message is
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sent to any *FileLogAppender* we create a writer thread which writes messages
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to files associated with the *FileLogAppender* configured for the current
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*LogService*.
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`namespaced_logging` does not currently have built-in logic for file
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rotation, but it does play nice with external file rotation strategies. We do
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not hold open file handles. The *FileLogAppender* attempts to batch messages
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by destination file, opens the file with fmAppend, writes the current batch of
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log messages, and then closes the file handle. Because of this, it has no
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problem if another process moves or truncates any of the target log files.
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### CustomLogAppender
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Provides an extension point for custom logging implementations.
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```nim
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func initCustomLogAppender*[T](
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state: T, # arbitrary state needed for the appender
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doLogMessage: CustomLogAppenderFunc[T],
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# custom log appender implementation
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namespace = "",
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threshold = lvlAll): CustomLogAppender[T] {.gcsafe.} =
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```
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The `state` field allows you to explicitly pass in any data that is required
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for the custom functionality.
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*TODO: rethink this. I chose this to avoid GC-safety issues copying closures
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across threads, but maybe I don't need this separate, explicit state field.*
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> [!IMPORTANT] The `state` data type must support copy semantics on assignment.
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> It is possible to pass a `ref` to `state` and/or data structures that include
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> `ref`s, but **you must guarantee they remain valid**, either by allocating
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> shared memeory, or (preferably) keeping alive a reference to them that the GC
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> is aware of, either on the thread where they were initialized or by
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> explicitly telling the GC about the cross-thread reference *(TODO: how?)*.
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See [testutil][] and the unit tests in [namespaced\_logging][nsl-unit-tests]
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for an example.
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## Notes on Use in Multi-Threaded Applications
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The loggers and appenders in this library are thread-safe and are intended to
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behave more intuitively in a multi-threaded environment than
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[std/logging][std-logging] while presenting a similar API. This is particularly
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true in environments where the logging setup code may be separated from the
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thread-management code (in an HTTP server, for example).
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As described in the [Getting Started](#getting-started) section, you can use
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the `namespaced_logging/autoconfigured` import to use a simplified interface
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that more closely matches the contract of [std/logging][std-logging]. In this
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case all thread and state management is done for you. The only limitation is
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that you cannot create multiple global *LogService* instances. In practice this
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is an uncommon need.
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If you do need or want the flexibility to manage the state yourself, import
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`namespaced_logging` directly. In this case, the thread which initialized
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*LogService* must also be the longest-living thread that uses that *LogService*
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instance. If the initializing thread terminates or the *LogService* object in
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that thread goes out of scope while other threads are still running and using
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the *LogService*, the global state may be harvested by the garbage collector,
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leading to use-after-free errors when other threads attempt to log (likely
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causing segfaults).
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When managing the state yourself, the *LogService* object is the main entry
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point for the logging system and should be initialized on the main thread. The
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*LogService* contains a reference to the "source of truth" for logging
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configuration and is safe to be shared between all threads.
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Individual threads should use the *threadLocalRef* proc to obtain a
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*ThreadLocalLogService* reference that can be used to create *Logger* objects.
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*ThreadLocalLogService* objects cache the global *LogService* state locally to
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avoid expensive locks on the shared state. Instead an atomic configuration
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version number is maintained to allow the thread-local state to detect global
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configuration changes via an inexpensive [load][atomic-load] call and
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automatically synchronize only when necessary.
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This thread-local caching mechanism is the primary advantage of this logging
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system over std/logging in a multi-threaded environment as it means that
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the logging system itself is responsible for making sure appenders are
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configured for every thread where loggers are used, even if the thread
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initialization context is separated from the logging setup code.
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## Architectural Design
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### Overview
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The namespaced logging library is built around a thread-safe architecture that
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attempts to balance performance, safety, and usability in multithreaded
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environments. The design centers on two key types (*LogService* and
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*ThreadLocalLogService*) that work together to provide both thread-safe
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configuration management and efficient logging operations.
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### Core Architecture Components
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#### GlobalLogService (Internal)
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At the heart of the system is the `GlobalLogService`, a heap-allocated object
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that serves as the single source of truth for logging configuration. This
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internal type is not exposed to library users but manages:
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- **Shared configuration state**: Appenders, thresholds, and root logging level
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- **Synchronization primitives**: Locks and atomic variables for thread
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coordination
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- **Background I/O threads**: Dedicated writer threads for console and file
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output
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- **Configuration versioning**: Atomic version numbers for efficient change
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detection
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The `GlobalLogService` ensures that configuration changes are safely propagated
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across all threads while maintaining high performance for logging operations.
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#### LogService vs ThreadLocalLogService
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The library exposes two distinct types for different usage patterns:
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##### LogService (Value Type)
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```nim
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type LogService* = object
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configVersion: int
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global: GlobalLogService
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appenders: seq[LogAppender]
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thresholds: TableRef[string, Level]
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```
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The *LogService* object is intended to support uses cases such as:
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- **Main thread initialization**: a mutable *LogService* supports all of the
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configuration functions you would typically need when initializing logging
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for an application on the main thread.
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- **Cross-thread communication**: Being an `object` type, *LogService* follows
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value semantics and can be safely copied between threads.
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- **Service composition**: independently initialized *LogService* objects are
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truly independent and multiple can be created and embedded in larger
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application contexts.
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> [!TIP]
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> The *LogService* object is the object that is intended to be shared across
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> threads.
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##### ThreadLocalLogService (Reference Type)
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```nim
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type ThreadLocalLogService* = ref LogService
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```
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The *ThreadLocalLogService* is a reference to a thread-local copy of a
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*LogService* and can be obtained via *threadLocalRef*. We purposefully use
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reference semantics within the context of a thread so that *Logger* objects
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created within the same thread context share the same *ThreadLocalLogService*
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reference, avoiding the need to synchronize every *Logger* individually.
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The *ThreadLocalLogService* is the object that users are expected to interact
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with during regular operation and support both the configuration functions of
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*LogService* and the creation of *Logger* objects.
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> [!CAUTION]
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> *ThreadLocalLogService* objects should **never** be shared outside the
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> context of the thread in which they were initialized.
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### Thread Safety Model
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#### Safe Cross-Thread Pattern
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```nim
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# Main thread setup
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let logService = initLogService()
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logService.addAppender(initConsoleLogAppender())
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# Safe: value semantics allow crossing thread boundaries
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proc workerThread(ls: LogService) {.thread.} =
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# Convert to thread-local reference for efficient operations
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let tlls = threadLocalRef(ls)
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let logger = tlls.getLogger("worker")
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logger.info("Worker thread started")
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createThread(worker, workerThread, logService)
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```
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#### Unsafe Pattern (Avoided by Design)
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```nim
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# DON'T DO THIS - unsafe reference sharing
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# ThreadLocalLogService should not be shared across threads
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let tlls = threadLocalRef(initLogService())
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createThread(worker, someProc, tlls) # ❌ Potential GC issues
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```
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### Configuration Synchronization
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#### Atomic Version Checking
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The library uses atomic version numbers to efficiently detect configuration
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changes:
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```nim
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proc ensureFreshness*(ls: var LogService) =
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# Cheap atomic check first
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if ls.configVersion == ls.global.configVersion.load():
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return # No changes, return immediately
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# Only acquire lock and copy if versions differ
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withLock ls.global.lock:
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ls.configVersion = ls.global.configVersion.load
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# Sync state...
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```
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This design ensures that:
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- **Hot path is fast**: Most logging operations skip expensive synchronization
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- **Changes propagate automatically**: All threads see configuration updates
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- **Minimal lock contention**: Locks only acquired when configuration changes
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#### Thread-Local Caching
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Each thread maintains its own copy of the logging configuration:
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- **Appenders**: Thread-local copies created via `clone()` method
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- **Thresholds**: Complete copy of namespace-to-level mappings
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- **Version tracking**: Local version number for change detection
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This caching strategy provides:
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- **High performance**: No locks needed for normal logging operations
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- **Consistency**: All threads eventually see the same configuration
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- **Isolation**: Thread-local state prevents cross-thread interference
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## Error Handling
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### Overview
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For errors that occur during logging operations, there is a callback-based
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error handling system designed to attempt to gracefully handle such failures.
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Since logging is typically a non-critical operation we prioritize application
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stability over guaranteed log delivery.
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### Error Handler
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The library uses a callback-based error handling pattern where applications can
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register custom error handlers to be notified when logging operations fail. The
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error handler receives:
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- `error`: The exception that caused the failure
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- `msg`: A descriptive message providing context about where the error occurred
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```nim
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type ErrorHandlerFunc* = proc(error: ref Exception, msg: string) {.gcsafe, nimcall.}
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```
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### Default Error Handler
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namespaced\_logging uses the `defaultErrorHandlerFunc` if a custom error
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handler has not been configured. The default handler:
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1. Attempts to write to stderr, assuming it is likely to be available and monitored
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2. Writes an error message and includes both the exception message and stack
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trace (not available in release mode).
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3. Fails silently if it is unable to write to to stderr.
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### Configuration
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#### Setting Custom Error Handlers
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```nim
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# During initialization
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var logService = initLogService(errorHandler = myCustomErrorHandler)
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# Or at runtime on either the LogService...
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logService.setErrorHandler(myCustomErrorHandler)
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# ... or on a ThreadLocalLogService
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var localLogSvc = threadLocalRef(logService)
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localLogSvc.setErrorHandler(myCustomErrorHandler)
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```
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#### Disabling Error Reporting
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```nim
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proc silentErrorHandler(err: ref Exception, msg: string) {.gcsafe, nimcall.} =
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discard # Do nothing
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logService.setErrorHandler(silentErrorHandler)
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```
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### Best Practices
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#### Provide Fallbacks
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```nim
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proc robustErrorHandler(err: ref Exception, msg: string) {.gcsafe, nimcall.} =
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# Primary: Send to monitoring system
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if not sendToMonitoring(err, msg):
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# Secondary: Write to dedicated error log
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if not writeToErrorLog(err, msg):
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# Tertiary: Use stderr as last resort
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try:
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stderr.writeLine("LOGGING ERROR [" & msg & "]: " & err.msg)
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stderr.flushFile()
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except: discard
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```
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#### Keep Error Handlers Simple
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As much as possible, avoid complex operations that might themselves fail.
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Don't do heavy operations like database writes, complex network operations, or
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file system operations that might fail and cause cascading errors.
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[log4j]: https://logging.apache.org/log4j/2.x/
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[logback]: https://logback.qos.ch/
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[effective logging level]: https://logback.qos.ch/manual/architecture.html#effectiveLevel
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[atomic-load]: https://nim-lang.org/docs/atomics.html#load%2CAtomic%5BT%5D%2CMemoryOrder
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[std-logging]: https://nim-lang.org/docs/logging.html
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[testutil]: /blob/main/src/namespaced_logging/testutil.nim
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[nsl-unit-tests]: https://github.com/jdbernard/nim-namespaced-logging/blob/main/src/namespaced_logging.nim#L904
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