diff --git a/pixi.lock b/pixi.lock
index dcc82c2b5..02e7fbeee 100644
--- a/pixi.lock
+++ b/pixi.lock
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-  sha256: d7e5b7198f9b83c795377c09feefa45d56083834e60d04767efd64819fc9da00
-  requires_dist:
-  - pytest>=8.4.2
-  - tomli>=2.2.1 ; python_full_version < '3.11'
-  - covdefaults>=2.3 ; extra == 'testing'
-  - coverage>=7.10.7 ; extra == 'testing'
-  - pytest-mock>=3.15.1 ; extra == 'testing'
-  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.7-h2b335a9_100_cp313.conda
   build_number: 100
   sha256: 16cc30a5854f31ca6c3688337d34e37a79cdc518a06375fe3482ea8e2d6b34c8
@@ -5405,68 +5910,134 @@ packages:
   version: 0.14.9
   sha256: 72034534e5b11e8a593f517b2f2f2b273eb68a30978c6a2d40473ad0aaa4cb4a
   requires_python: '>=3.7'
-- pypi: https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl
-  name: setuptools
-  version: 80.9.0
-  sha256: 062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922
+- pypi: https://files.pythonhosted.org/packages/57/e1/64c264db50b68de8a438b60ceeb921b2f22da3ebb7ad6255150225d0beac/s3fs-2026.2.0-py3-none-any.whl
+  name: s3fs
+  version: 2026.2.0
+  sha256: 65198835b86b1d5771112b0085d1da52a6ede36508b1aaa6cae2aedc765dfe10
   requires_dist:
-  - pytest>=6,!=8.1.* ; extra == 'test'
-  - virtualenv>=13.0.0 ; extra == 'test'
-  - wheel>=0.44.0 ; extra == 'test'
-  - pip>=19.1 ; extra == 'test'
-  - packaging>=24.2 ; extra == 'test'
-  - jaraco-envs>=2.2 ; extra == 'test'
-  - pytest-xdist>=3 ; extra == 'test'
-  - jaraco-path>=3.7.2 ; extra == 'test'
-  - build[virtualenv]>=1.0.3 ; extra == 'test'
-  - filelock>=3.4.0 ; extra == 'test'
-  - ini2toml[lite]>=0.14 ; extra == 'test'
-  - tomli-w>=1.0.0 ; extra == 'test'
-  - pytest-timeout ; extra == 'test'
-  - pytest-perf ; sys_platform != 'cygwin' and extra == 'test'
-  - jaraco-develop>=7.21 ; python_full_version >= '3.9' and sys_platform != 'cygwin' and extra == 'test'
-  - pytest-home>=0.5 ; extra == 'test'
-  - pytest-subprocess ; extra == 'test'
-  - pyproject-hooks!=1.1 ; extra == 'test'
-  - jaraco-test>=5.5 ; extra == 'test'
-  - sphinx>=3.5 ; extra == 'doc'
-  - jaraco-packaging>=9.3 ; extra == 'doc'
-  - rst-linker>=1.9 ; extra == 'doc'
-  - furo ; extra == 'doc'
-  - sphinx-lint ; extra == 'doc'
-  - jaraco-tidelift>=1.4 ; extra == 'doc'
-  - pygments-github-lexers==0.0.5 ; extra == 'doc'
-  - sphinx-favicon ; extra == 'doc'
-  - sphinx-inline-tabs ; extra == 'doc'
-  - sphinx-reredirects ; extra == 'doc'
-  - sphinxcontrib-towncrier ; extra == 'doc'
-  - sphinx-notfound-page>=1,<2 ; extra == 'doc'
-  - pyproject-hooks!=1.1 ; extra == 'doc'
-  - towncrier<24.7 ; extra == 'doc'
-  - packaging>=24.2 ; extra == 'core'
-  - more-itertools>=8.8 ; extra == 'core'
-  - jaraco-text>=3.7 ; extra == 'core'
-  - importlib-metadata>=6 ; python_full_version < '3.10' and extra == 'core'
-  - tomli>=2.0.1 ; python_full_version < '3.11' and extra == 'core'
-  - wheel>=0.43.0 ; extra == 'core'
-  - platformdirs>=4.2.2 ; extra == 'core'
-  - jaraco-functools>=4 ; extra == 'core'
-  - more-itertools ; extra == 'core'
-  - pytest-checkdocs>=2.4 ; extra == 'check'
-  - pytest-ruff>=0.2.1 ; sys_platform != 'cygwin' and extra == 'check'
-  - ruff>=0.8.0 ; sys_platform != 'cygwin' and extra == 'check'
-  - pytest-cov ; extra == 'cover'
-  - pytest-enabler>=2.2 ; extra == 'enabler'
-  - pytest-mypy ; extra == 'type'
-  - mypy==1.14.* ; extra == 'type'
-  - importlib-metadata>=7.0.2 ; python_full_version < '3.10' and extra == 'type'
-  - jaraco-develop>=7.21 ; sys_platform != 'cygwin' and extra == 'type'
-  requires_python: '>=3.9'
+  - aiobotocore>=2.19.0,<4.0.0
+  - fsspec==2026.2.0
+  - aiohttp!=4.0.0a0,!=4.0.0a1
+  requires_python: '>=3.10'
 - pypi: https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl
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   requires_python: '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*'
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+  name: sqlalchemy
+  version: 2.0.48
+  sha256: 2645b7d8a738763b664a12a1542c89c940daa55196e8d73e55b169cc5c99f65f
+  requires_dist:
+  - importlib-metadata ; python_full_version < '3.8'
+  - greenlet>=1 ; platform_machine == 'AMD64' or platform_machine == 'WIN32' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'ppc64le' or platform_machine == 'win32' or platform_machine == 'x86_64'
+  - typing-extensions>=4.6.0
+  - greenlet>=1 ; extra == 'asyncio'
+  - mypy>=0.910 ; extra == 'mypy'
+  - pyodbc ; extra == 'mssql'
+  - pymssql ; extra == 'mssql-pymssql'
+  - pyodbc ; extra == 'mssql-pyodbc'
+  - mysqlclient>=1.4.0 ; extra == 'mysql'
+  - mysql-connector-python ; extra == 'mysql-connector'
+  - mariadb>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10 ; extra == 'mariadb-connector'
+  - cx-oracle>=8 ; extra == 'oracle'
+  - oracledb>=1.0.1 ; extra == 'oracle-oracledb'
+  - psycopg2>=2.7 ; extra == 'postgresql'
+  - pg8000>=1.29.1 ; extra == 'postgresql-pg8000'
+  - greenlet>=1 ; extra == 'postgresql-asyncpg'
+  - asyncpg ; extra == 'postgresql-asyncpg'
+  - psycopg2-binary ; extra == 'postgresql-psycopg2binary'
+  - psycopg2cffi ; extra == 'postgresql-psycopg2cffi'
+  - psycopg>=3.0.7 ; extra == 'postgresql-psycopg'
+  - psycopg[binary]>=3.0.7 ; extra == 'postgresql-psycopgbinary'
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+  - greenlet>=1 ; extra == 'aiomysql'
+  - aiomysql>=0.2.0 ; extra == 'aiomysql'
+  - greenlet>=1 ; extra == 'aioodbc'
+  - aioodbc ; extra == 'aioodbc'
+  - greenlet>=1 ; extra == 'asyncmy'
+  - asyncmy>=0.2.3,!=0.2.4,!=0.2.6 ; extra == 'asyncmy'
+  - greenlet>=1 ; extra == 'aiosqlite'
+  - aiosqlite ; extra == 'aiosqlite'
+  - typing-extensions!=3.10.0.1 ; extra == 'aiosqlite'
+  - sqlcipher3-binary ; extra == 'sqlcipher'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/d1/c6/569dc8bf3cd375abc5907e82235923e986799f301cd79a903f784b996fca/sqlalchemy-2.0.48-cp313-cp313-macosx_11_0_arm64.whl
+  name: sqlalchemy
+  version: 2.0.48
+  sha256: e3070c03701037aa418b55d36532ecb8f8446ed0135acb71c678dbdf12f5b6e4
+  requires_dist:
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+  - greenlet>=1 ; platform_machine == 'AMD64' or platform_machine == 'WIN32' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'ppc64le' or platform_machine == 'win32' or platform_machine == 'x86_64'
+  - typing-extensions>=4.6.0
+  - greenlet>=1 ; extra == 'asyncio'
+  - mypy>=0.910 ; extra == 'mypy'
+  - pyodbc ; extra == 'mssql'
+  - pymssql ; extra == 'mssql-pymssql'
+  - pyodbc ; extra == 'mssql-pyodbc'
+  - mysqlclient>=1.4.0 ; extra == 'mysql'
+  - mysql-connector-python ; extra == 'mysql-connector'
+  - mariadb>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10 ; extra == 'mariadb-connector'
+  - cx-oracle>=8 ; extra == 'oracle'
+  - oracledb>=1.0.1 ; extra == 'oracle-oracledb'
+  - psycopg2>=2.7 ; extra == 'postgresql'
+  - pg8000>=1.29.1 ; extra == 'postgresql-pg8000'
+  - greenlet>=1 ; extra == 'postgresql-asyncpg'
+  - asyncpg ; extra == 'postgresql-asyncpg'
+  - psycopg2-binary ; extra == 'postgresql-psycopg2binary'
+  - psycopg2cffi ; extra == 'postgresql-psycopg2cffi'
+  - psycopg>=3.0.7 ; extra == 'postgresql-psycopg'
+  - psycopg[binary]>=3.0.7 ; extra == 'postgresql-psycopgbinary'
+  - pymysql ; extra == 'pymysql'
+  - greenlet>=1 ; extra == 'aiomysql'
+  - aiomysql>=0.2.0 ; extra == 'aiomysql'
+  - greenlet>=1 ; extra == 'aioodbc'
+  - aioodbc ; extra == 'aioodbc'
+  - greenlet>=1 ; extra == 'asyncmy'
+  - asyncmy>=0.2.3,!=0.2.4,!=0.2.6 ; extra == 'asyncmy'
+  - greenlet>=1 ; extra == 'aiosqlite'
+  - aiosqlite ; extra == 'aiosqlite'
+  - typing-extensions!=3.10.0.1 ; extra == 'aiosqlite'
+  - sqlcipher3-binary ; extra == 'sqlcipher'
+  requires_python: '>=3.7'
+- pypi: https://files.pythonhosted.org/packages/fe/88/cb59509e4668d8001818d7355d9995be90c321313078c912420603a7cb95/sqlalchemy-2.0.48-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: sqlalchemy
+  version: 2.0.48
+  sha256: b19151e76620a412c2ac1c6f977ab1b9fa7ad43140178345136456d5265b32ed
+  requires_dist:
+  - importlib-metadata ; python_full_version < '3.8'
+  - greenlet>=1 ; platform_machine == 'AMD64' or platform_machine == 'WIN32' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'ppc64le' or platform_machine == 'win32' or platform_machine == 'x86_64'
+  - typing-extensions>=4.6.0
+  - greenlet>=1 ; extra == 'asyncio'
+  - mypy>=0.910 ; extra == 'mypy'
+  - pyodbc ; extra == 'mssql'
+  - pymssql ; extra == 'mssql-pymssql'
+  - pyodbc ; extra == 'mssql-pyodbc'
+  - mysqlclient>=1.4.0 ; extra == 'mysql'
+  - mysql-connector-python ; extra == 'mysql-connector'
+  - mariadb>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10 ; extra == 'mariadb-connector'
+  - cx-oracle>=8 ; extra == 'oracle'
+  - oracledb>=1.0.1 ; extra == 'oracle-oracledb'
+  - psycopg2>=2.7 ; extra == 'postgresql'
+  - pg8000>=1.29.1 ; extra == 'postgresql-pg8000'
+  - greenlet>=1 ; extra == 'postgresql-asyncpg'
+  - asyncpg ; extra == 'postgresql-asyncpg'
+  - psycopg2-binary ; extra == 'postgresql-psycopg2binary'
+  - psycopg2cffi ; extra == 'postgresql-psycopg2cffi'
+  - psycopg>=3.0.7 ; extra == 'postgresql-psycopg'
+  - psycopg[binary]>=3.0.7 ; extra == 'postgresql-psycopgbinary'
+  - pymysql ; extra == 'pymysql'
+  - greenlet>=1 ; extra == 'aiomysql'
+  - aiomysql>=0.2.0 ; extra == 'aiomysql'
+  - greenlet>=1 ; extra == 'aioodbc'
+  - aioodbc ; extra == 'aioodbc'
+  - greenlet>=1 ; extra == 'asyncmy'
+  - asyncmy>=0.2.3,!=0.2.4,!=0.2.6 ; extra == 'asyncmy'
+  - greenlet>=1 ; extra == 'aiosqlite'
+  - aiosqlite ; extra == 'aiosqlite'
+  - typing-extensions!=3.10.0.1 ; extra == 'aiosqlite'
+  - sqlcipher3-binary ; extra == 'sqlcipher'
+  requires_python: '>=3.7'
 - pypi: https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl
   name: stack-data
   version: 0.6.3
@@ -5480,6 +6051,50 @@ packages:
   - pygments ; extra == 'tests'
   - littleutils ; extra == 'tests'
   - cython ; extra == 'tests'
+- pypi: https://files.pythonhosted.org/packages/c8/31/5e7b23f9e43ff7fd46d243808d70c5e8daf3bc08ecf5a7fb84d5e38f7603/testcontainers-4.14.1-py3-none-any.whl
+  name: testcontainers
+  version: 4.14.1
+  sha256: 03dfef4797b31c82e7b762a454b6afec61a2a512ad54af47ab41e4fa5415f891
+  requires_dist:
+  - azure-cosmos>=4,<5 ; extra == 'cosmosdb'
+  - azure-storage-blob>=12,<13 ; extra == 'azurite'
+  - bcrypt>=5,<6 ; extra == 'registry'
+  - boto3>=1,<2 ; extra == 'aws' or extra == 'localstack'
+  - cassandra-driver>=3,<4 ; extra == 'scylla'
+  - chromadb-client>=1,<2 ; extra == 'chroma'
+  - cryptography ; extra == 'mailpit' or extra == 'sftp'
+  - docker
+  - google-cloud-datastore>=2,<3 ; extra == 'google'
+  - google-cloud-pubsub>=2,<3 ; extra == 'google'
+  - httpx ; extra == 'aws' or extra == 'generic' or extra == 'test-module-import'
+  - ibm-db-sa ; platform_machine != 'aarch64' and platform_machine != 'arm64' and extra == 'db2'
+  - influxdb>=5,<6 ; extra == 'influxdb'
+  - influxdb-client>=1,<2 ; extra == 'influxdb'
+  - kubernetes ; extra == 'k3s'
+  - minio>=7,<8 ; extra == 'minio'
+  - nats-py>=2,<3 ; extra == 'nats'
+  - neo4j>=6,<7 ; extra == 'neo4j'
+  - openfga-sdk ; extra == 'openfga'
+  - opensearch-py>=3,<4 ; python_full_version < '4' and extra == 'opensearch'
+  - oracledb>=3,<4 ; extra == 'oracle' or extra == 'oracle-free'
+  - pika>=1,<2 ; extra == 'rabbitmq'
+  - pymongo>=4,<5 ; extra == 'mongodb'
+  - pymssql>=2,<3 ; extra == 'mssql'
+  - pymysql[rsa]>=1,<2 ; extra == 'mysql'
+  - python-arango>=8,<9 ; extra == 'arangodb'
+  - python-dotenv
+  - python-keycloak>=6,<7 ; python_full_version < '4' and extra == 'keycloak'
+  - pyyaml>=6.0.3 ; extra == 'k3s'
+  - qdrant-client>=1,<2 ; extra == 'qdrant'
+  - redis>=7,<8 ; extra == 'generic' or extra == 'redis'
+  - selenium>=4,<5 ; extra == 'selenium'
+  - sqlalchemy>=2,<3 ; extra == 'db2' or extra == 'mssql' or extra == 'mysql' or extra == 'oracle' or extra == 'oracle-free'
+  - trino ; extra == 'trino'
+  - typing-extensions
+  - urllib3
+  - weaviate-client>=4,<5 ; extra == 'weaviate'
+  - wrapt
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda
   sha256: a84ff687119e6d8752346d1d408d5cf360dee0badd487a472aa8ddedfdc219e1
   md5: a0116df4f4ed05c303811a837d5b39d8
@@ -5678,6 +6293,30 @@ packages:
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   sha256: a7bb560c8aee30f9957e5f9895805edd20602f2d7f720186dfd906e82b4982e1
   requires_python: '>=3.6'
+- pypi: https://files.pythonhosted.org/packages/03/a9/5b7d6a16fd6533fed2756900fc8fc923f678179aea62ada6d65c92718c00/wrapt-2.1.2-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
+  name: wrapt
+  version: 2.1.2
+  sha256: bbac24d879aa22998e87f6b3f481a5216311e7d53c7db87f189a7a0266dafffb
+  requires_dist:
+  - pytest ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/45/bb/34c443690c847835cfe9f892be78c533d4f32366ad2888972c094a897e39/wrapt-2.1.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
+  name: wrapt
+  version: 2.1.2
+  sha256: 16997dfb9d67addc2e3f41b62a104341e80cac52f91110dece393923c0ebd5ca
+  requires_dist:
+  - pytest ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/5e/88/9a9b9a90ac8ca11c2fdb6a286cb3a1fc7dd774c00ed70929a6434f6bc634/wrapt-2.1.2-cp313-cp313-macosx_11_0_arm64.whl
+  name: wrapt
+  version: 2.1.2
+  sha256: 4bdf26e03e6d0da3f0e9422fd36bcebf7bc0eeb55fdf9c727a09abc6b9fe472e
+  requires_dist:
+  - pytest ; extra == 'dev'
+  - setuptools ; extra == 'dev'
+  requires_python: '>=3.9'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xkeyboard-config-2.45-hb9d3cd8_0.conda
   sha256: a5d4af601f71805ec67403406e147c48d6bad7aaeae92b0622b7e2396842d3fe
   md5: 397a013c2dc5145a70737871aaa87e98
@@ -6090,6 +6729,33 @@ packages:
   purls: []
   size: 566948
   timestamp: 1726847598167
+- pypi: https://files.pythonhosted.org/packages/66/fe/b1e10b08d287f518994f1e2ff9b6d26f0adeecd8dd7d533b01bab29a3eda/yarl-1.23.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
+  name: yarl
+  version: 1.23.0
+  sha256: 34b6cf500e61c90f305094911f9acc9c86da1a05a7a3f5be9f68817043f486e4
+  requires_dist:
+  - idna>=2.0
+  - multidict>=4.0
+  - propcache>=0.2.1
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/ae/50/06d511cc4b8e0360d3c94af051a768e84b755c5eb031b12adaaab6dec6e5/yarl-1.23.0-cp313-cp313-macosx_11_0_arm64.whl
+  name: yarl
+  version: 1.23.0
+  sha256: 7c6b9461a2a8b47c65eef63bb1c76a4f1c119618ffa99ea79bc5bb1e46c5821b
+  requires_dist:
+  - idna>=2.0
+  - multidict>=4.0
+  - propcache>=0.2.1
+  requires_python: '>=3.10'
+- pypi: https://files.pythonhosted.org/packages/c4/f4/4e30b250927ffdab4db70da08b9b8d2194d7c7b400167b8fbeca1e4701ca/yarl-1.23.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
+  name: yarl
+  version: 1.23.0
+  sha256: 2569b67d616eab450d262ca7cb9f9e19d2f718c70a8b88712859359d0ab17035
+  requires_dist:
+  - idna>=2.0
+  - multidict>=4.0
+  - propcache>=0.2.1
+  requires_python: '>=3.10'
 - conda: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb8e6e7a_2.conda
   sha256: a4166e3d8ff4e35932510aaff7aa90772f84b4d07e9f6f83c614cba7ceefe0eb
   md5: 6432cb5d4ac0046c3ac0a8a0f95842f9
diff --git a/src/datajoint/diagram.py b/src/datajoint/diagram.py
index cf39ffd45..d56128390 100644
--- a/src/datajoint/diagram.py
+++ b/src/datajoint/diagram.py
@@ -97,6 +97,7 @@ def __init__(self, source, context=None) -> None:
             self._cascade_restrictions = copy_module.deepcopy(source._cascade_restrictions)
             self._restrict_conditions = copy_module.deepcopy(source._restrict_conditions)
             self._restriction_attrs = copy_module.deepcopy(source._restriction_attrs)
+            self._part_integrity = getattr(source, "_part_integrity", "enforce")
             super().__init__(source)
             return
 
@@ -369,6 +370,7 @@ def cascade(self, table_expr, part_integrity="enforce"):
                 "cascade and restrict modes are mutually exclusive."
             )
         result = Diagram(self)
+        result._part_integrity = part_integrity
         node = table_expr.full_table_name
         if node not in result.nodes():
             raise DataJointError(f"Table {node} is not in the diagram.")
@@ -380,6 +382,34 @@ def cascade(self, table_expr, part_integrity="enforce"):
         result._propagate_restrictions(node, mode="cascade", part_integrity=part_integrity)
         return result
 
+    @staticmethod
+    def _restrict_freetable(ft, restrictions, mode="cascade"):
+        """
+        Apply cascade/restrict restrictions to a FreeTable.
+
+        Uses ``restrict()`` to properly convert each restriction (AndList,
+        QueryExpression, etc.) into SQL via ``make_condition``, rather than
+        assigning raw objects to ``_restriction`` which would produce
+        invalid SQL in ``where_clause``.
+
+        For cascade mode (delete), restrictions from different parent edges
+        are OR-ed: a row is deleted if ANY of its FK references point to a
+        deleted row.
+
+        For restrict mode (export), restrictions are AND-ed: a row is
+        included only if ALL ancestor conditions are satisfied.
+        """
+        if not restrictions:
+            return ft
+        if mode == "cascade":
+            # OR semantics — passing a list to restrict() creates an OrList
+            return ft.restrict(restrictions)
+        else:
+            # AND semantics — each restriction narrows further
+            for r in restrictions:
+                ft = ft.restrict(r)
+            return ft
+
     def restrict(self, table_expr):
         """
         Apply restrict condition and propagate downstream.
@@ -445,11 +475,8 @@ def _propagate_restrictions(self, start_node, mode, part_integrity="enforce"):
                 # Build parent FreeTable with current restriction
                 parent_ft = FreeTable(self._connection, node)
                 restr = restrictions[node]
-                if mode == "cascade" and restr:
-                    parent_ft._restriction = restr  # plain list → OR
-                elif mode == "restrict":
-                    parent_ft._restriction = restr  # AndList → AND
-                # else: cascade with empty list → unrestricted
+                if restr:
+                    parent_ft = self._restrict_freetable(parent_ft, restr, mode=mode)
 
                 parent_attrs = self._restriction_attrs.get(node, set())
 
@@ -507,14 +534,14 @@ def _propagate_restrictions(self, start_node, mode, part_integrity="enforce"):
                                 child_ft = FreeTable(self._connection, target)
                                 child_restr = restrictions.get(target, [])
                                 if child_restr:
-                                    child_ft._restriction = child_restr
+                                    child_ft = self._restrict_freetable(child_ft, child_restr, mode=mode)
                                 master_ft = FreeTable(self._connection, master_name)
                                 from .condition import make_condition
 
                                 master_restr = make_condition(
                                     master_ft,
                                     (master_ft.proj() & child_ft.proj()).to_arrays(),
-                                    master_ft._restriction_attributes,
+                                    master_ft.restriction_attributes,
                                 )
                                 restrictions[master_name] = [master_restr]
                                 self._restriction_attrs[master_name] = set()
@@ -579,7 +606,7 @@ def _apply_propagation_rule(
 
         self._restriction_attrs.setdefault(child_node, set()).update(child_attrs)
 
-    def delete(self, transaction=True, prompt=None):
+    def delete(self, transaction=True, prompt=None, dry_run=False):
         """
         Execute cascading delete using cascade restrictions.
 
@@ -589,14 +616,20 @@ def delete(self, transaction=True, prompt=None):
             Wrap in a transaction. Default True.
         prompt : bool or None, optional
             Show preview and ask confirmation. Default ``dj.config['safemode']``.
+        dry_run : bool, optional
+            If True, return affected row counts without deleting. Default False.
 
         Returns
         -------
-        int
-            Number of rows deleted from the root table.
+        int or dict[str, int]
+            Number of rows deleted from the root table, or (if ``dry_run``)
+            a mapping of full table name to affected row count.
         """
         from .table import FreeTable
 
+        if dry_run:
+            return self.preview()
+
         prompt = self._connection._config["safemode"] if prompt is None else prompt
 
         if not self._cascade_restrictions:
@@ -606,14 +639,15 @@ def delete(self, transaction=True, prompt=None):
 
         # Pre-check part_integrity="enforce": ensure no part is deleted
         # before its master
-        for node in self._cascade_restrictions:
-            master = extract_master(node)
-            if master and master not in self._cascade_restrictions:
-                raise DataJointError(
-                    f"Attempt to delete part table {node} before "
-                    f"its master {master}. Delete from the master first, "
-                    f"or use part_integrity='ignore' or 'cascade'."
-                )
+        if getattr(self, "_part_integrity", "enforce") == "enforce":
+            for node in self._cascade_restrictions:
+                master = extract_master(node)
+                if master and master not in self._cascade_restrictions:
+                    raise DataJointError(
+                        f"Attempt to delete part table {node} before "
+                        f"its master {master}. Delete from the master first, "
+                        f"or use part_integrity='ignore' or 'cascade'."
+                    )
 
         # Get non-alias nodes with restrictions in topological order
         all_sorted = topo_sort(self)
@@ -623,9 +657,7 @@ def delete(self, transaction=True, prompt=None):
         if prompt:
             for t in tables:
                 ft = FreeTable(conn, t)
-                restr = self._cascade_restrictions[t]
-                if restr:
-                    ft._restriction = restr
+                ft = self._restrict_freetable(ft, self._cascade_restrictions[t])
                 logger.info("{table} ({count} tuples)".format(table=t, count=len(ft)))
 
         # Start transaction
@@ -647,9 +679,7 @@ def delete(self, transaction=True, prompt=None):
         try:
             for table_name in reversed(tables):
                 ft = FreeTable(conn, table_name)
-                restr = self._cascade_restrictions[table_name]
-                if restr:
-                    ft._restriction = restr
+                ft = self._restrict_freetable(ft, self._cascade_restrictions[table_name])
                 count = ft.delete_quick(get_count=True)
                 logger.info("Deleting {count} rows from {table}".format(count=count, table=table_name))
                 if table_name == tables[0]:
@@ -692,7 +722,7 @@ def delete(self, transaction=True, prompt=None):
                 root_count = 0
         return root_count
 
-    def drop(self, prompt=None, part_integrity="enforce"):
+    def drop(self, prompt=None, part_integrity="enforce", dry_run=False):
         """
         Drop all tables in the diagram in reverse topological order.
 
@@ -702,6 +732,13 @@ def drop(self, prompt=None, part_integrity="enforce"):
             Show preview and ask confirmation. Default ``dj.config['safemode']``.
         part_integrity : str, optional
             ``"enforce"`` (default) or ``"ignore"``.
+        dry_run : bool, optional
+            If True, return row counts without dropping. Default False.
+
+        Returns
+        -------
+        dict[str, int] or None
+            If ``dry_run``, mapping of full table name to row count.
         """
         from .table import FreeTable
 
@@ -720,6 +757,14 @@ def drop(self, prompt=None, part_integrity="enforce"):
                         )
                     )
 
+        if dry_run:
+            result = {}
+            for t in tables:
+                count = len(FreeTable(conn, t))
+                result[t] = count
+                logger.info("{table} ({count} tuples)".format(table=t, count=count))
+            return result
+
         do_drop = True
         if prompt:
             for t in tables:
@@ -742,6 +787,7 @@ def preview(self):
         from .table import FreeTable
 
         restrictions = self._cascade_restrictions or self._restrict_conditions
+        mode = "cascade" if self._cascade_restrictions else "restrict"
         if not restrictions:
             raise DataJointError("No restrictions applied. " "Call cascade() or restrict() first.")
 
@@ -750,9 +796,7 @@ def preview(self):
             if node.isdigit() or node not in restrictions:
                 continue
             ft = FreeTable(self._connection, node)
-            restr = restrictions[node]
-            if restr:
-                ft._restriction = restr
+            ft = self._restrict_freetable(ft, restrictions[node], mode=mode)
             result[node] = len(ft)
 
         for t, count in result.items():
diff --git a/src/datajoint/table.py b/src/datajoint/table.py
index 00e863ba9..6907cc7c4 100644
--- a/src/datajoint/table.py
+++ b/src/datajoint/table.py
@@ -973,7 +973,8 @@ def delete(
         transaction: bool = True,
         prompt: bool | None = None,
         part_integrity: str = "enforce",
-    ) -> int:
+        dry_run: bool = False,
+    ) -> int | dict[str, int]:
         """
         Deletes the contents of the table and its dependent tables, recursively.
 
@@ -991,9 +992,12 @@ def delete(
                 - ``"enforce"`` (default): Error if parts would be deleted without masters.
                 - ``"ignore"``: Allow deleting parts without masters (breaks integrity).
                 - ``"cascade"``: Also delete masters when parts are deleted (maintains integrity).
+            dry_run: If `True`, return a dict mapping full table names to affected
+                row counts without deleting any data. Default False.
 
         Returns:
-            Number of deleted rows (excluding those from dependent tables).
+            Number of deleted rows (excluding those from dependent tables), or
+            (if ``dry_run``) a dict mapping full table name to affected row count.
 
         Raises:
             DataJointError: When deleting within an existing transaction.
@@ -1006,7 +1010,7 @@ def delete(
 
         diagram = Diagram._from_table(self)
         diagram = diagram.cascade(self, part_integrity=part_integrity)
-        return diagram.delete(transaction=transaction, prompt=prompt)
+        return diagram.delete(transaction=transaction, prompt=prompt, dry_run=dry_run)
 
     def drop_quick(self):
         """
@@ -1046,7 +1050,7 @@ def drop_quick(self):
         else:
             logger.info("Nothing to drop: table %s is not declared" % self.full_table_name)
 
-    def drop(self, prompt: bool | None = None, part_integrity: str = "enforce"):
+    def drop(self, prompt: bool | None = None, part_integrity: str = "enforce", dry_run: bool = False):
         """
         Drop the table and all tables that reference it, recursively.
 
@@ -1059,6 +1063,12 @@ def drop(self, prompt: bool | None = None, part_integrity: str = "enforce"):
             part_integrity: Policy for master-part integrity. One of:
                 - ``"enforce"`` (default): Error if parts would be dropped without masters.
                 - ``"ignore"``: Allow dropping parts without masters.
+            dry_run: If `True`, return a dict mapping full table names to row
+                counts without dropping any tables. Default False.
+
+        Returns:
+            dict[str, int] or None: If ``dry_run``, mapping of full table name
+            to row count. Otherwise None.
         """
         if self.restriction:
             raise DataJointError(
@@ -1067,7 +1077,7 @@ def drop(self, prompt: bool | None = None, part_integrity: str = "enforce"):
         from .diagram import Diagram
 
         diagram = Diagram._from_table(self)
-        diagram.drop(prompt=prompt, part_integrity=part_integrity)
+        return diagram.drop(prompt=prompt, part_integrity=part_integrity, dry_run=dry_run)
 
     def describe(self, context=None, printout=False):
         """
diff --git a/src/datajoint/user_tables.py b/src/datajoint/user_tables.py
index b7108daed..ced5f4c25 100644
--- a/src/datajoint/user_tables.py
+++ b/src/datajoint/user_tables.py
@@ -239,7 +239,7 @@ def delete(self, part_integrity: str = "enforce", **kwargs):
             )
         super().delete(part_integrity=part_integrity, **kwargs)
 
-    def drop(self, part_integrity: str = "enforce"):
+    def drop(self, part_integrity: str = "enforce", dry_run: bool = False):
         """
         Drop a Part table.
 
@@ -248,12 +248,13 @@ def drop(self, part_integrity: str = "enforce"):
                 - ``"enforce"`` (default): Error - drop master instead.
                 - ``"ignore"``: Allow direct drop (breaks master-part structure).
                 Note: ``"cascade"`` is not supported for drop (too destructive).
+            dry_run: If `True`, return row counts without dropping. Default False.
 
         Raises:
             DataJointError: If part_integrity="enforce" (direct Part drops prohibited)
         """
         if part_integrity == "ignore":
-            super().drop(part_integrity="ignore")
+            return super().drop(part_integrity="ignore", dry_run=dry_run)
         elif part_integrity == "enforce":
             raise DataJointError("Cannot drop a Part directly. Drop master instead, or use part_integrity='ignore' to force.")
         else:
diff --git a/tests/integration/test_cascade_delete.py b/tests/integration/test_cascade_delete.py
index caf5f331b..2964bb877 100644
--- a/tests/integration/test_cascade_delete.py
+++ b/tests/integration/test_cascade_delete.py
@@ -188,3 +188,86 @@ class Observation(dj.Manual):
     assert remaining_obs[0]["obs_id"] == 3
     assert remaining_obs[0]["subject_id"] == 2
     assert remaining_obs[0]["measurement"] == 15.3
+
+
+def test_delete_dry_run(schema_by_backend):
+    """dry_run=True returns affected row counts without deleting data."""
+
+    @schema_by_backend
+    class Parent(dj.Manual):
+        definition = """
+        parent_id : int
+        ---
+        name : varchar(255)
+        """
+
+    @schema_by_backend
+    class Child(dj.Manual):
+        definition = """
+        -> Parent
+        child_id : int
+        ---
+        data : varchar(255)
+        """
+
+    Parent.insert1((1, "P1"))
+    Parent.insert1((2, "P2"))
+    Child.insert1((1, 1, "C1-1"))
+    Child.insert1((1, 2, "C1-2"))
+    Child.insert1((2, 1, "C2-1"))
+
+    # dry_run on restricted delete
+    counts = (Parent & {"parent_id": 1}).delete(dry_run=True)
+
+    assert isinstance(counts, dict)
+    assert counts[Parent.full_table_name] == 1
+    assert counts[Child.full_table_name] == 2
+
+    # Data must still be intact
+    assert len(Parent()) == 2
+    assert len(Child()) == 3
+
+    # dry_run on unrestricted delete
+    counts_all = Parent.delete(dry_run=True)
+    assert counts_all[Parent.full_table_name] == 2
+    assert counts_all[Child.full_table_name] == 3
+
+    # Still intact
+    assert len(Parent()) == 2
+    assert len(Child()) == 3
+
+
+def test_drop_dry_run(schema_by_backend):
+    """dry_run=True returns row counts without dropping tables."""
+
+    @schema_by_backend
+    class Parent(dj.Manual):
+        definition = """
+        parent_id : int
+        ---
+        name : varchar(255)
+        """
+
+    @schema_by_backend
+    class Child(dj.Manual):
+        definition = """
+        -> Parent
+        child_id : int
+        ---
+        data : varchar(255)
+        """
+
+    Parent.insert1((1, "P1"))
+    Child.insert1((1, 1, "C1"))
+
+    counts = Parent.drop(dry_run=True)
+
+    assert isinstance(counts, dict)
+    assert counts[Parent.full_table_name] == 1
+    assert counts[Child.full_table_name] == 1
+
+    # Tables must still exist and have data
+    assert Parent.is_declared
+    assert Child.is_declared
+    assert len(Parent()) == 1
+    assert len(Child()) == 1
diff --git a/tests/integration/test_cascading_delete.py b/tests/integration/test_cascading_delete.py
index 28f175bea..58c4e18f1 100644
--- a/tests/integration/test_cascading_delete.py
+++ b/tests/integration/test_cascading_delete.py
@@ -11,7 +11,7 @@ def schema_simp_pop(schema_simp):
     # Clean up tables first to ensure fresh state with module-scoped schema
     # Delete in reverse dependency order
     Profile().delete()
-    Website().delete()
+    Website().delete(part_integrity="ignore")
     G().delete()
     E().delete()
     D().delete()
diff --git a/tests/integration/test_cli.py b/tests/integration/test_cli.py
index 35230ea4e..1f8144f0f 100644
--- a/tests/integration/test_cli.py
+++ b/tests/integration/test_cli.py
@@ -3,6 +3,7 @@
 """
 
 import subprocess
+import sys
 
 import pytest
 
@@ -31,7 +32,7 @@ def test_cli_help(capsys):
 
 def test_cli_config():
     process = subprocess.Popen(
-        ["dj"],
+        [sys.executable, "-m", "datajoint.cli"],
         stdin=subprocess.PIPE,
         stdout=subprocess.PIPE,
         stderr=subprocess.PIPE,
@@ -50,7 +51,7 @@ def test_cli_config():
 
 def test_cli_args():
     process = subprocess.Popen(
-        ["dj", "-u", "test_user", "-p", "test_pass", "--host", "test_host"],
+        [sys.executable, "-m", "datajoint.cli", "-u", "test_user", "-p", "test_pass", "--host", "test_host"],
         stdin=subprocess.PIPE,
         stdout=subprocess.PIPE,
         stderr=subprocess.PIPE,
@@ -82,7 +83,9 @@ class IJ(dj.Lookup):
     # Pass credentials via CLI args to avoid prompting for username
     process = subprocess.Popen(
         [
-            "dj",
+            sys.executable,
+            "-m",
+            "datajoint.cli",
             "-u",
             db_creds_root["user"],
             "-p",