FiddlerClient

FiddlerClient

The main client for instrumenting Generative AI applications with Fiddler observability.

This client configures and manages the OpenTelemetry tracer that sends telemetry data to the Fiddler platform for monitoring, analysis, and debugging of your AI agents and workflows.

Flush on exit: A shutdown handler is registered via atexit() so that pending spans are flushed and the tracer is shut down when the process exits. For short scripts or critical workloads, call force_flush() and shutdown() explicitly (e.g. in a try/finally or signal handler) since atexit may not run in all environments (e.g. SIGKILL, fork).

Asyncio: Tracing works in asyncio (context vars propagate across await). When shutting down from async code, use aflush() and ashutdown() so the event loop is not blocked; the sync force_flush() and shutdown() can block for up to the flush timeout.

Context manager: Use with FiddlerClient(...) as client: to ensure shutdown() is called on exit (flush then shutdown; atexit is unregistered).

Parameters

Parameter
Type
Required
Default
Description

api_key

str

-

The API key for authenticating with the Fiddler backend.

application_id

str

-

The unique identifier (UUID4) for the application.

url

str

-

The base URL for your Fiddler instance. This is specific to your deployment, whether hosted, VPC-deployed, on-premise, or local development (e.g., https://your-instance.fiddler.ai, http://localhost:4318).

console_tracer

bool

False

If True, traces will be printed to the console instead of being sent to the Fiddler backend. Useful for debugging

span_limits

`SpanLimits

None`

None

sampler

`sampling.Sampler

None`

None

compression

Compression

Compression.Gzip

The compression for exporting traces. Can be Compression.Gzip, Compression.Deflate, or Compression.NoCompression

jsonl_capture_enabled

bool

False

Whether to enable JSONL capture of trace data. When enabled, all span data will be captured and saved to a JSONL file in OpenTelemetry format for offline analysis

jsonl_file_path

str

fiddler_trace_data.jsonl

Path to the JSONL file where trace data will be saved. Only used when jsonl_capture_enabled is True

Raises

ValueError -- If application_id is not a valid UUID4 or if the url is not a valid HTTP/HTTPS URL.

Examples

Basic connection to your Fiddler instance:

High-volume applications with custom configuration:

Local development with console output:

enter()

Context manager entry. Returns this client.

Return type: FiddlerClient

exit(exc_type, exc_val, exc_tb)

Context manager exit. Flushes and shuts down the tracer provider.

Return type: None

force_flush()

Flushes pending spans to the exporter.

Call this before process exit (e.g. in signal handlers or atexit) to reduce intermittent span loss. BatchSpanProcessor buffers spans in memory and exports on a schedule; without flush, buffered spans can be lost on exit.

This method is blocking (up to timeout_millis). From async code, use aflush() to avoid blocking the event loop.

Parameters

Parameter
Type
Required
Default
Description

timeout_millis

int

30000

Maximum time to wait for flush in milliseconds. Default 30000.

Returns

True if flush completed within the timeout, False otherwise.

Return type: bool

async aflush(timeout_millis=30000)

Async version of force_flush().

Runs the flush in a thread pool so the event loop is not blocked. Use this when shutting down an asyncio application.

Return type: bool

shutdown()

Shuts down the tracer provider after flushing pending spans.

Call this when the application is exiting to ensure all spans are exported. Safe to call multiple times. Registered automatically via atexit when the client is created. The atexit handler is unregistered so it will not run again at process exit.

This method is blocking (flush can take up to 30 seconds). From async code, use ashutdown() to avoid blocking the event loop.

Return type: None

async ashutdown()

Async version of shutdown().

Runs flush and shutdown in a thread pool so the event loop is not blocked. Use this when shutting down an asyncio application, e.g. in an async with cleanup or before closing the event loop.

Return type: None

get_tracer_provider()

Gets the OpenTelemetry TracerProvider instance.

Initializes the provider on the first call.

Returns

The configured OpenTelemetry TracerProvider.

Return type: TracerProvider

Raises

RuntimeError -- If tracer provider initialization fails.

update_resource()

Updates the OpenTelemetry resource with additional attributes.

Use this to add metadata that applies to all spans, such as version numbers or environment names.

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Parameters

Parameter
Type
Required
Default
Description

attributes

dict[str, Any]

-

Key-value pairs to add to the resource.

Raises

ValueError -- If the tracer has already been initialized. Return type: None

Examples

get_tracer()

Returns an OpenTelemetry tracer instance for creating spans.

Initializes the tracer on the first call. This is the primary method for developers to get a tracer for custom instrumentation.

Returns

OpenTelemetry tracer instance.

Return type: trace.Tracer

Raises

RuntimeError -- If tracer initialization fails.

Examples

start_as_current_span()

Create a span using context manager (automatic lifecycle).

Parameters

Parameter
Type
Required
Default
Description

name

str

None

Name for the span.

as_type

Literal['span', 'generation', 'chain', 'tool']

span

Type of span - "span", "generation", "chain", or "tool".

Returns

Wrapper with context manager support.

Return type: FiddlerSpan | FiddlerGeneration | FiddlerChain | FiddlerTool

start_span()

Create a span with manual control. User must call span.end().

Parameters

Parameter
Type
Required
Default
Description

name

str

None

Name for the span.

as_type

Literal['span', 'generation', 'chain', 'tool']

span

Type of span - "span", "generation", "chain", or "tool".

Returns

Wrapper requiring explicit end() call.

Return type: FiddlerSpan | FiddlerGeneration | FiddlerChain | FiddlerTool

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