[Python] Unify bound execution protocols and writer configuration lifecycle

.github/workflows/release-python.yml

@@ -117,7 +117,7 @@ jobs:
               sample_data = "pypaimon/sample/data/data.jsonl"
               if prefix + sample_data not in names:
                   raise SystemExit("Missing sample data from sdist")
-              for forbidden in ("pypaimon/tests/", "pypaimon/acceptance/"):
+              for forbidden in ("pypaimon/tests/",):
                   if any(name.startswith(prefix + forbidden) for name in names):
                       raise SystemExit(
                           "Test content must not be packaged: {}".format(forbidden)
@@ -137,7 +137,7 @@ jobs:
                   raise SystemExit("Wheel is missing LICENSE or NOTICE")
               if "pypaimon/sample/data/data.jsonl" not in names:
                   raise SystemExit("Wheel is missing sample data")
-              for forbidden in ("pypaimon/tests/", "pypaimon/acceptance/"):
+              for forbidden in ("pypaimon/tests/",):
                   if any(name.startswith(forbidden) for name in names):
                       raise SystemExit(
                           "Test content must not be packaged: {}".format(forbidden)

docs/docs/pypaimon/index.md

@@ -61,8 +61,7 @@ with other table types or control scan and commit steps directly.
 | Match new data to existing rows | [Upsert and merge](./merge-into), [Ray joins](./ray-joins) |
 | Backfill derived features | [Ray row IDs and backfills](./ray-row-ids) |
 | Retrieve candidates | [Vector and full-text search](./multimodal-search), [row IDs](./multimodal-reading#row-ids) |
-| Import robot data | [HDF5 and ROSBag](./dataset-ingestion), [LeRobot](./lerobot), [RoboMIND AgileX](./robomind-agilex) |
-| Compare training storage | [RoboMIND ACT benchmark](./robomind-act-benchmark) |
+| Import robot data | [HDF5 and ROSBag](./dataset-ingestion), [LeRobot](./lerobot) |
 | Configure storage access | [FUSE](./fuse-support), [PyJindoSDK](./pyjindosdk-support) |
 | Inspect metadata | [System tables](./system-tables), [CLI query and inspect](./cli-query) |
 

docs/docs/pypaimon/installation.md

@@ -62,7 +62,6 @@ dependency availability can also depend on the operating system.
 | HDF5 import | `python -m pip install 'pypaimon[hdf5]'` | 3.8+ |
 | ROSBag import | `python -m pip install 'pypaimon[rosbag]'` | 3.10+ |
 | LeRobot datasets | `python -m pip install 'pypaimon[lerobot]'` | 3.10+ |
-| ACT benchmark | `python -m pip install 'pypaimon[act]'` | 3.10+ |
 | Mosaic files | `python -m pip install 'pypaimon[mosaic]'` | 3.9+ |
 | Lance files | `python -m pip install 'pypaimon[lance]'` | 3.8+ |
 | Vortex files | `python -m pip install 'pypaimon[vortex]'` | 3.11+ |