Skip to main content
Tilebox stores logs and spans for each workflow job. Use the jobs client to query that telemetry from notebooks, scripts, or automated diagnostics.

Query job logs

query_logs() returns a LogRecords list. Pagination is handled automatically.
Each log record includes:
  • time
  • severity_number and severity_text
  • body
  • trace_id and span_id
  • attributes
  • runner_attributes

As pandas DataFrame

Use to_pandas() to convert log records to a pandas DataFrame.
Python
Job Logs as Pandas DataFrame

Query job spans

query_spans() returns a Spans list. Pagination is handled automatically.
Each span includes:
  • start_time and end_time
  • duration
  • trace_id, span_id, and parent_span_id
  • name
  • status_code and status_message
  • attributes
  • runner_attributes
  • events

As pandas DataFrame

Use to_pandas() to convert spans to a pandas DataFrame.
Python
Job Traces as Pandas DataFrame
Nested attributes, runner_attributes, and events stay as Python objects in DataFrame columns. Span DataFrames include a computed duration column.