fix(cli-e2e): use profileSampleConfig in profiler test builders (#27947)

PR #27184 (commit 47c88d4, "Dynamic Sampling Config") moved
profileSample/profileSampleType out of DatabaseServiceProfilerPipeline
and TableProfilerConfig into a nested profileSampleConfig object, but
the CLI E2E test config builders weren't updated. Both pydantic models
now use extra='forbid', so the old format raises "Extra parameter
'profileSample'" and the scheduled py-cli-e2e-tests workflow has been
red on every run since 2026-04-17 (postgres, mysql, mssql, oracle,
redshift, snowflake, redash, metabase, quicksight, tableau,
bigquery_multiple_project, dbt_redshift).

Update the ProfilerConfigBuilder to emit the new schema and update the
BigQuery TableProfilerConfig usage to match.

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>

Author: ulixius9

ingestion/tests/cli_e2e/base/config_builders/builders.py

@@ -58,7 +58,12 @@ def build(self) -> dict:
         self.config["source"]["sourceConfig"] = {
             "config": {
                 "type": "Profiler",
-                "profileSample": self.profilerSample,
+                "profileSampleConfig": {
+                    "sampleConfigType": "STATIC",
+                    "config": {
+                        "profileSample": self.profilerSample,
+                    },
+                },
             }
         }
 

ingestion/tests/cli_e2e/test_cli_bigquery.py

@@ -30,6 +30,11 @@
 from metadata.generated.schema.tests.basic import TestCaseResult, TestCaseStatus
 from metadata.generated.schema.tests.testCase import TestCaseParameterValue
 from metadata.generated.schema.type.basic import ProfileSampleType, Timestamp
+from metadata.generated.schema.type.samplingConfig import (
+    ProfileSampleConfig,
+    SampleConfigType,
+)
+from metadata.generated.schema.type.staticSamplingConfig import StaticSamplingConfig
 
 from .common.test_cli_db import CliCommonDB  # noqa: TID252
 from .common_e2e_sqa_mixins import SQACommonMethods  # noqa: TID252
@@ -189,8 +194,13 @@ def add_table_profile_config(self):
         self.openmetadata.create_or_update_table_profiler_config(
             self.get_data_quality_table(),
             TableProfilerConfig(
-                profileSampleType=ProfileSampleType.ROWS,
-                profileSample=100,
+                profileSampleConfig=ProfileSampleConfig(
+                    sampleConfigType=SampleConfigType.STATIC,
+                    config=StaticSamplingConfig(
+                        profileSample=100,
+                        profileSampleType=ProfileSampleType.ROWS,
+                    ),
+                ),
             ),
         )