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71 ---------
Files: 2/7 (28.6%) | Time: 0.02s | Rate: 82.63/s
page_objects: 1  | Time: 0.01s | Rate: 118.28/s
page_posts: 1  | Time: 0.00s | Rate: 264.46/s
page_post_attachments: 0  | Time: 0.00s | Rate: 0.00/s

-------- Normalize facebook_graph_rest_api_source in 1778603783.782871 ---------
Files: 3/7 (42.9%) | Time: 0.03s | Rate: 107.89/s
page_objects: 1  | Time: 0.01s | Rate: 82.93/s
page_posts: 1  | Time: 0.01s | Rate: 135.41/s
page_post_attachments: 1  | Time: 0.00s | Rate: 277.07/s
page_insight_values: 0  | Time: 0.00s | Rate: 0.00/s

-------- Normalize facebook_graph_rest_api_source in 1778603783.782871 ---------
Files: 4/7 (57.1%) | Time: 0.04s | Rate: 96.49/s
page_objects: 1  | Time: 0.03s | Rate: 38.90/s
page_posts: 1  | Time: 0.02s | Rate: 47.55/s
page_post_attachments: 1  | Time: 0.02s | Rate: 57.95/s
page_insight_values: 66  | Time: 0.01s | Rate: 4834.00/s
page_post_insight_values: 0  | Time: 0.00s | Rate: 0.00/s

-------- Normalize facebook_graph_rest_api_source in 1778603783.782871 ---------
Files: 5/7 (71.4%) | Time: 0.06s | Rate: 77.33/s
page_objects: 1  | Time: 0.05s | Rate: 20.45/s
page_posts: 1  | Time: 0.04s | Rate: 22.61/s
page_post_attachments: 1  | Time: 0.04s | Rate: 24.72/s
page_insight_values: 66  | Time: 0.04s | Rate: 1790.86/s
page_post_insight_values: 119  | Time: 0.02s | Rate: 5127.41/s
insight_fetch_skips: 0  | Time: 0.00s | Rate: 0.00/s

-------- Normalize facebook_graph_rest_api_source in 1778603783.782871 ---------
Files: 6/7 (85.7%) | Time: 0.07s | Rate: 85.83/s
page_objects: 1  | Time: 0.05s | Rate: 18.46/s
page_posts: 1  | Time: 0.05s | Rate: 20.21/s
page_post_attachments: 1  | Time: 0.05s | Rate: 21.88/s
page_insight_values: 66  | Time: 0.04s | Rate: 1567.40/s
page_post_insight_values: 119  | Time: 0.03s | Rate: 4180.92/s
insight_fetch_skips: 15  | Time: 0.01s | Rate: 2850.94/s
_dlt_pipeline_state: 0  | Time: 0.00s | Rate: 0.00/s

2026-05-12 16:36:41,878|[WARNING]|2622|140581378437888|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'}})

2026-05-12 16:36:41,878|[WARNING]|2622|140581378437888|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 1778603783.782871 ---------
Files: 7/7 (100.0%) | Time: 0.10s | Rate: 72.80/s
page_objects: 1  | Time: 0.08s | Rate: 12.44/s
page_posts: 1  | Time: 0.08s | Rate: 13.20/s
page_post_attachments: 1  | Time: 0.07s | Rate: 13.90/s
page_insight_values: 66  | Time: 0.07s | Rate: 965.57/s
page_post_insight_values: 119  | Time: 0.05s | Rate: 2175.17/s
insight_fetch_skips: 15  | Time: 0.03s | Rate: 476.08/s
_dlt_pipeline_state: 1  | Time: 0.03s | Rate: 38.09/s

----------- Load facebook_graph_rest_api_source in 1778603783.782871 -----------
Jobs: 0/7 (0.0%) | Time: 0.00s | Rate: 0.00/s

----------- Load facebook_graph_rest_api_source in 1778603783.782871 -----------
Jobs: 8/12 (66.7%) | Time: 1.84s | Rate: 4.35/s

----------- Load facebook_graph_rest_api_source in 1778603783.782871 -----------
Jobs: 10/12 (83.3%) | Time: 4.77s | Rate: 2.09/s

----------- Load facebook_graph_rest_api_source in 1778603783.782871 -----------
Jobs: 11/12 (91.7%) | Time: 12.77s | Rate: 0.86/s

----------- Load facebook_graph_rest_api_source in 1778603783.782871 -----------
Jobs: 12/12 (100.0%) | Time: 12.83s | Rate: 0.94/s

Pipeline facebook_graph_pipeline load step completed in 12.83 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 1778603783.782871 is LOADED and contains no failed jobs
[2026-05-12T16:36:55.267647] Command completed successfully.
[2026-05-12T16:36:55.267931] Pipeline status payload: {"backfill_complete": true, "backfill_progress_mode": "incremental", "page_id": "1501405123478521", "sync_mode": "incremental"}

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