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.4711626 --------
Files: 4/8 (50.0%) | Time: 0.05s | Rate: 86.61/s
page_objects: 1  | Time: 0.03s | Rate: 38.58/s
page_object_snapshots: 1  | Time: 0.02s | Rate: 63.44/s
page_posts: 7  | Time: 0.01s | Rate: 610.70/s
page_post_attachments: 7  | Time: 0.01s | Rate: 1111.07/s
page_insight_values: 0  | Time: 0.00s | Rate: 0.00/s

-------- Normalize facebook_graph_rest_api_source in 1781347459.4711626 --------
Files: 5/8 (62.5%) | Time: 0.06s | Rate: 80.88/s
page_objects: 1  | Time: 0.04s | Rate: 24.07/s
page_object_snapshots: 1  | Time: 0.03s | Rate: 31.85/s
page_posts: 7  | Time: 0.03s | Rate: 258.34/s
page_post_attachments: 7  | Time: 0.02s | Rate: 319.14/s
page_insight_values: 66  | Time: 0.02s | Rate: 4220.27/s
page_post_insight_values: 0  | Time: 0.00s | Rate: 0.00/s

-------- Normalize facebook_graph_rest_api_source in 1781347459.4711626 --------
Files: 6/8 (75.0%) | Time: 0.28s | Rate: 21.21/s
page_objects: 1  | Time: 0.26s | Rate: 3.81/s
page_object_snapshots: 1  | Time: 0.25s | Rate: 3.96/s
page_posts: 7  | Time: 0.25s | Rate: 28.20/s
page_post_attachments: 7  | Time: 0.24s | Rate: 28.80/s
page_insight_values: 66  | Time: 0.24s | Rate: 278.78/s
page_post_insight_values: 495  | Time: 0.22s | Rate: 2238.66/s
insight_fetch_skips: 0  | Time: 0.00s | Rate: 0.00/s

-------- Normalize facebook_graph_rest_api_source in 1781347459.4711626 --------
Files: 7/8 (87.5%) | Time: 0.33s | Rate: 20.90/s
page_objects: 1  | Time: 0.31s | Rate: 3.18/s
page_object_snapshots: 1  | Time: 0.30s | Rate: 3.28/s
page_posts: 7  | Time: 0.30s | Rate: 23.32/s
page_post_attachments: 7  | Time: 0.30s | Rate: 23.72/s
page_insight_values: 66  | Time: 0.29s | Rate: 228.56/s
page_post_insight_values: 495  | Time: 0.27s | Rate: 1812.28/s
insight_fetch_skips: 15  | Time: 0.05s | Rate: 288.31/s
_dlt_pipeline_state: 0  | Time: 0.00s | Rate: 0.00/s

2026-06-13 10:44:49,257|[WARNING]|7545|140570793054976|dlt|validate.py|verify_normalized_table:113|In schema `facebook_graph_rest_api_source`: The following columns in table 'page_insight_values' did not receive any data during this load and therefore could not have their types inferred:
  - post_attachment_types_csv
  - post_created_time
  - post_id
  - post_status_type
  - value_boolean
  - value_json

Unless type hints are provided, these columns will not be materialized in the destination.
One way to provide type hints is to use the 'columns' argument in the '@dlt.resource' decorator.  For example:

@dlt.resource(columns={'post_attachment_types_csv': {'data_type': 'text'}})

2026-06-13 10:44:49,258|[WARNING]|7545|140570793054976|dlt|validate.py|verify_normalized_table:113|In schema `facebook_graph_rest_api_source`: The following columns in table 'page_post_insight_values' did not receive any data during this load and therefore could not have their types inferred:
  - requested_period
  - value_boolean
  - value_json

Unless type hints are provided, these columns will not be materialized in the destination.
One way to provide type hints is to use the 'columns' argument in the '@dlt.resource' decorator.  For example:

@dlt.resource(columns={'requested_period': {'data_type': 'text'}})

-------- Normalize facebook_graph_rest_api_source in 1781347459.4711626 --------
Files: 8/8 (100.0%) | Time: 0.37s | Rate: 21.44/s
page_objects: 1  | Time: 0.35s | Rate: 2.83/s
page_object_snapshots: 1  | Time: 0.34s | Rate: 2.92/s
page_posts: 7  | Time: 0.34s | Rate: 20.68/s
page_post_attachments: 7  | Time: 0.33s | Rate: 21.00/s
page_insight_values: 66  | Time: 0.33s | Rate: 201.82/s
page_post_insight_values: 495  | Time: 0.31s | Rate: 1589.67/s
insight_fetch_skips: 15  | Time: 0.09s | Rate: 166.15/s
_dlt_pipeline_state: 1  | Time: 0.04s | Rate: 26.14/s

---------- Load facebook_graph_rest_api_source in 1781347459.4711626 -----------
Jobs: 0/8 (0.0%) | Time: 0.00s | Rate: 0.00/s

---------- Load facebook_graph_rest_api_source in 1781347459.4711626 -----------
Jobs: 10/14 (71.4%) | Time: 3.39s | Rate: 2.95/s

---------- Load facebook_graph_rest_api_source in 1781347459.4711626 -----------
Jobs: 12/14 (85.7%) | Time: 5.59s | Rate: 2.15/s

---------- Load facebook_graph_rest_api_source in 1781347459.4711626 -----------
Jobs: 13/14 (92.9%) | Time: 15.02s | Rate: 0.87/s

---------- Load facebook_graph_rest_api_source in 1781347459.4711626 -----------
Jobs: 14/14 (100.0%) | Time: 15.07s | Rate: 0.93/s

Pipeline facebook_graph_pipeline load step completed in 15.07 seconds
1 load package(s) were loaded to destination postgres and into dataset facebook_graph
The postgres destination used postgresql://kpiper_dlt_app:***@[/cloudsql/pacelab-487114:europe-west4:pacelab-pg18-ew4]:5432/kpiper_data location to store data
Load package 1781347459.4711626 is LOADED and contains no failed jobs
[2026-06-13T10:45:04.880000] Command completed successfully.
[2026-06-13T10:45:04.880453] Pipeline status payload: {"backfill_complete": true, "backfill_progress_mode": "incremental", "page_id": "1679999065422600", "sync_mode": "incremental"}

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