Advanced Visualizations with TensorFlow Data Validation recensioni
8512 recensioni
Soumyojyoti D. · Recensione inserita 2 giorni fa
Ashutosh P. · Recensione inserita 2 giorni fa
Gokul C. · Recensione inserita 3 giorni fa
Michael E. · Recensione inserita 3 giorni fa
Dhanush K. · Recensione inserita 3 giorni fa
Sai Brinda E. · Recensione inserita 3 giorni fa
RAGHU KOUSHIK R. · Recensione inserita 3 giorni fa
K B Sohith C. · Recensione inserita 3 giorni fa
Requirement already satisfied: pyarrow in /opt/conda/lib/python3.10/site-packages (23.0.1) Requirement already satisfied: numpy in /opt/conda/lib/python3.10/site-packages (2.2.6) Collecting tensorflow-data-validation Downloading tensorflow_data_validation-1.16.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (19 kB) Collecting absl-py<2.0.0,>=0.9 (from tensorflow-data-validation) Downloading absl_py-1.4.0-py3-none-any.whl.metadata (2.3 kB) Requirement already satisfied: joblib>=1.2.0 in /opt/conda/lib/python3.10/site-packages (from tensorflow-data-validation) (1.5.3) Requirement already satisfied: numpy>=1.22.0 in /opt/conda/lib/python3.10/site-packages (from tensorflow-data-validation) (2.2.6) Collecting pandas<2,>=1.0 (from tensorflow-data-validation) Downloading pandas-1.5.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (11 kB) Collecting pyarrow<11,>=10 (from tensorflow-data-validation) Downloading pyarrow-10.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.0 kB) Collecting pyfarmhash<0.4,>=0.2.2 (from tensorflow-data-validation) Downloading pyfarmhash-0.3.2.tar.gz (99 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Requirement already satisfied: six<2,>=1.12 in /opt/conda/lib/python3.10/site-packages (from tensorflow-data-validation) (1.17.0) Collecting tensorflow<2.17,>=2.16 (from tensorflow-data-validation) Downloading tensorflow-2.16.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.2 kB) Collecting tensorflow-metadata<1.17,>=1.16.0 (from tensorflow-data-validation) Downloading tensorflow_metadata-1.16.1-py3-none-any.whl.metadata (2.4 kB) Collecting tfx-bsl<1.17,>=1.16.0 (from tensorflow-data-validation) Downloading tfx_bsl-1.16.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (11 kB) Collecting apache-beam<3,>=2.47 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading apache_beam-2.72.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (22 kB) Collecting protobuf<5,>=3.20.3 (from tensorflow-data-validation) Downloading protobuf-4.25.9-cp37-abi3-manylinux2014_x86_64.whl.metadata (541 bytes) Requirement already satisfied: cryptography<48.0.0,>=39.0.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (46.0.5) Collecting envoy-data-plane<0.3.0 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading envoy_data_plane-0.2.6-py3-none-any.whl.metadata (3.4 kB) Collecting fastavro<2,>=0.23.6 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading fastavro-1.12.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (5.8 kB) Collecting fasteners<1.0,>=0.3 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading fasteners-0.20-py3-none-any.whl.metadata (4.8 kB) Requirement already satisfied: grpcio!=1.48.0,!=1.59.*,!=1.60.*,!=1.61.*,!=1.62.0,!=1.62.1,!=1.66.*,!=1.67.*,!=1.68.*,!=1.69.*,!=1.70.*,<2,>=1.33.1 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.78.0) Requirement already satisfied: httplib2<0.32.0,>=0.8 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.31.2) Collecting jsonpickle<4.0.0,>=3.0.0 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading jsonpickle-3.4.2-py3-none-any.whl.metadata (8.1 kB) Collecting objsize<0.8.0,>=0.6.1 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading objsize-0.7.1-py3-none-any.whl.metadata (12 kB) Requirement already satisfied: packaging>=22.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (26.0) Requirement already satisfied: pillow<13,>=12.1.1 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (12.1.1) Collecting pymongo<5.0.0,>=3.8.0 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pymongo-4.16.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (10.0 kB) Requirement already satisfied: proto-plus<2,>=1.7.1 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.27.1) Requirement already satisfied: python-dateutil<3,>=2.8.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.9.0.post0) Requirement already satisfied: pytz>=2018.3 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2026.1.post1) Requirement already satisfied: requests<3.0.0,>=2.32.4 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.32.5) Collecting sortedcontainers>=2.4.0 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading sortedcontainers-2.4.0-py2.py3-none-any.whl.metadata (10 kB) Requirement already satisfied: typing-extensions>=3.7.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (4.15.0) Requirement already satisfied: zstandard<1,>=0.18.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.25.0) Requirement already satisfied: pyyaml<7.0.0,>=3.12 in /opt/conda/lib/python3.10/site-packages (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (6.0.3) Collecting beartype<0.23.0,>=0.21.0 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading beartype-0.22.9-py3-none-any.whl.metadata (37 kB) Collecting pyarrow-hotfix<1 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pyarrow_hotfix-0.7-py3-none-any.whl.metadata (3.6 kB) Requirement already satisfied: cachetools<7,>=3.1.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (6.2.6) Requirement already satisfied: google-api-core<3,>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.30.0) Collecting google-apitools<0.5.32,>=0.5.31 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google-apitools-0.5.31.tar.gz (173 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Requirement already satisfied: google-auth<3,>=1.18.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.43.0) Collecting google-auth-httplib2<0.3.0,>=0.1.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_auth_httplib2-0.2.1-py3-none-any.whl.metadata (3.0 kB) Requirement already satisfied: google-cloud-datastore<3,>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.23.0) Collecting google-cloud-pubsub<3,>=2.1.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_pubsub-2.36.0-py3-none-any.whl.metadata (14 kB) Collecting google-cloud-storage<3,>=2.18.2 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_storage-2.19.0-py2.py3-none-any.whl.metadata (9.1 kB) Requirement already satisfied: google-cloud-bigquery<4,>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (3.40.1) Requirement already satisfied: google-cloud-bigquery-storage<3,>=2.6.3 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.36.2) Requirement already satisfied: google-cloud-core<3,>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.5.0) Collecting google-cloud-bigtable<3,>=2.19.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_bigtable-2.35.0-py3-none-any.whl.metadata (5.8 kB) Collecting google-cloud-build<4,>=3.35.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_build-3.35.0-py3-none-any.whl.metadata (9.9 kB) Collecting google-cloud-spanner<4,>=3.0.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_spanner-3.63.0-py3-none-any.whl.metadata (11 kB) Collecting google-cloud-dlp<4,>=3.0.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_dlp-3.34.0-py3-none-any.whl.metadata (9.9 kB) Collecting google-cloud-kms<4,>=3.0.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_kms-3.12.0-py3-none-any.whl.metadata (10 kB) Requirement already satisfied: google-cloud-language<3,>=2.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.19.0) Collecting google-cloud-secret-manager<3,>=2.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_secret_manager-2.27.0-py3-none-any.whl.metadata (9.6 kB) Collecting google-cloud-videointelligence<3,>=2.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_videointelligence-2.19.0-py3-none-any.whl.metadata (10 kB) Collecting google-cloud-vision<4,>=2 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_vision-3.13.0-py3-none-any.whl.metadata (9.6 kB) Collecting google-cloud-recommendations-ai<0.11.0,>=0.1.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading google_cloud_recommendations_ai-0.10.18-py3-none-any.whl.metadata (9.7 kB) Requirement already satisfied: google-cloud-aiplatform<2.0,>=1.26.0 in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.130.0) Collecting cloud-sql-python-connector<2.0.0,>=1.18.2 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading cloud_sql_python_connector-1.20.1-py3-none-any.whl.metadata (31 kB) Collecting python-tds>=1.16.1 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading python_tds-1.17.1-py3-none-any.whl.metadata (804 bytes) Collecting pg8000>=1.31.5 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pg8000-1.31.5-py3-none-any.whl.metadata (88 kB) Collecting PyMySQL>=1.1.0 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pymysql-1.1.2-py3-none-any.whl.metadata (4.3 kB) Requirement already satisfied: keyrings.google-artifactregistry-auth in /opt/conda/lib/python3.10/site-packages (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.1.2) Collecting orjson<4,>=3.9.7 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading orjson-3.11.7-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (41 kB) Collecting regex>=2020.6.8 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading regex-2026.3.32-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (40 kB) Collecting aiofiles (from cloud-sql-python-connector<2.0.0,>=1.18.2->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading aiofiles-25.1.0-py3-none-any.whl.metadata (6.3 kB) Requirement already satisfied: aiohttp in /opt/conda/lib/python3.10/site-packages (from cloud-sql-python-connector<2.0.0,>=1.18.2->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (3.13.3) Collecting dnspython>=2.0.0 (from cloud-sql-python-connector<2.0.0,>=1.18.2->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading dnspython-2.8.0-py3-none-any.whl.metadata (5.7 kB) Requirement already satisfied: cffi>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from cryptography<48.0.0,>=39.0.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.0.0) Collecting betterproto<3.0.0,>=2.0.0b3 (from envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading betterproto-2.0.0b7-py3-none-any.whl.metadata (19 kB) Collecting grpclib<0.5.0,>=0.4.1 (from betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading grpclib-0.4.9-py3-none-any.whl.metadata (6.1 kB) Requirement already satisfied: googleapis-common-protos<2.0.0,>=1.56.3 in /opt/conda/lib/python3.10/site-packages (from google-api-core<3,>=2.0.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.73.0) Requirement already satisfied: oauth2client>=1.4.12 in /opt/conda/lib/python3.10/site-packages (from google-apitools<0.5.32,>=0.5.31->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (4.1.3) Requirement already satisfied: pyasn1-modules>=0.2.1 in /opt/conda/lib/python3.10/site-packages (from google-auth<3,>=1.18.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.4.2) Requirement already satisfied: rsa<5,>=3.1.4 in /opt/conda/lib/python3.10/site-packages (from google-auth<3,>=1.18.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (4.9.1) Requirement already satisfied: google-cloud-resource-manager<3.0.0,>=1.3.3 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.16.0) Requirement already satisfied: shapely<3.0.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.1.2) Requirement already satisfied: google-genai<2.0.0,>=1.37.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.55.0) Requirement already satisfied: pydantic<3 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.12.5) Requirement already satisfied: docstring_parser<1 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.17.0) Requirement already satisfied: grpcio-status<2.0.0,>=1.33.2 in /opt/conda/lib/python3.10/site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.0.0,>=1.34.1->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.78.0) Requirement already satisfied: google-resumable-media<3.0.0,>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-bigquery<4,>=2.0.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.8.0) Requirement already satisfied: grpc-google-iam-v1<1.0.0,>=0.12.4 in /opt/conda/lib/python3.10/site-packages (from google-cloud-bigtable<3,>=2.19.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.14.3) Requirement already satisfied: google-crc32c<2.0.0dev,>=1.5.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-bigtable<3,>=2.19.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.8.0) Requirement already satisfied: opentelemetry-api>=1.27.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-pubsub<3,>=2.1.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.40.0) Requirement already satisfied: opentelemetry-sdk>=1.27.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-pubsub<3,>=2.1.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.40.0) Requirement already satisfied: sqlparse>=0.4.4 in /opt/conda/lib/python3.10/site-packages (from google-cloud-spanner<4,>=3.0.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.5.5) Collecting grpc-interceptor>=0.15.4 (from google-cloud-spanner<4,>=3.0.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading grpc_interceptor-0.15.4-py3-none-any.whl.metadata (8.4 kB) Requirement already satisfied: opentelemetry-semantic-conventions>=0.43b0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-spanner<4,>=3.0.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.61b0) Collecting opentelemetry-resourcedetector-gcp>=1.8.0a0 (from google-cloud-spanner<4,>=3.0.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading opentelemetry_resourcedetector_gcp-1.11.0a0-py3-none-any.whl.metadata (3.2 kB) Requirement already satisfied: google-cloud-monitoring>=2.16.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-spanner<4,>=3.0.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.29.1) Requirement already satisfied: mmh3>=4.1.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-spanner<4,>=3.0.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (5.2.1) Requirement already satisfied: anyio<5.0.0,>=4.8.0 in /opt/conda/lib/python3.10/site-packages (from google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (4.12.1) Requirement already satisfied: httpx<1.0.0,>=0.28.1 in /opt/conda/lib/python3.10/site-packages (from google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.28.1) Requirement already satisfied: tenacity<9.2.0,>=8.2.3 in /opt/conda/lib/python3.10/site-packages (from google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (9.1.4) Requirement already satisfied: websockets<15.1.0,>=13.0.0 in /opt/conda/lib/python3.10/site-packages (from google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (15.0.1) Requirement already satisfied: distro<2,>=1.7.0 in /opt/conda/lib/python3.10/site-packages (from google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.9.0) Requirement already satisfied: sniffio in /opt/conda/lib/python3.10/site-packages (from google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.3.1) Requirement already satisfied: exceptiongroup>=1.0.2 in /opt/conda/lib/python3.10/site-packages (from anyio<5.0.0,>=4.8.0->google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.3.1) Requirement already satisfied: idna>=2.8 in /opt/conda/lib/python3.10/site-packages (from anyio<5.0.0,>=4.8.0->google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (3.11) INFO: pip is looking at multiple versions of grpcio-status to determine which version is compatible with other requirements. This could take a while. Collecting grpcio-status<2.0.0,>=1.33.2 (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.0.0,>=1.34.1->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading grpcio_status-1.80.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.76.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.75.1-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.75.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.74.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.73.1-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.73.0-py3-none-any.whl.metadata (1.1 kB) INFO: pip is still looking at multiple versions of grpcio-status to determine which version is compatible with other requirements. This could take a while. Downloading grpcio_status-1.72.2-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.72.1-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.71.2-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.71.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.70.0-py3-none-any.whl.metadata (1.1 kB) INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. See https://pip.pypa.io/warnings/backtracking for guidance. If you want to abort this run, press Ctrl + C. Downloading grpcio_status-1.69.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.68.1-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.68.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.67.1-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.67.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.66.2-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.66.1-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.66.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.65.5-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.65.4-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.65.2-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.65.1-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.64.3-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.64.1-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.64.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.63.2-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.63.0-py3-none-any.whl.metadata (1.1 kB) Downloading grpcio_status-1.62.3-py3-none-any.whl.metadata (1.3 kB) Requirement already satisfied: h2<5,>=3.1.0 in /opt/conda/lib/python3.10/site-packages (from grpclib<0.5.0,>=0.4.1->betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (4.3.0) Requirement already satisfied: multidict in /opt/conda/lib/python3.10/site-packages (from grpclib<0.5.0,>=0.4.1->betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (6.7.1) Requirement already satisfied: hyperframe<7,>=6.1 in /opt/conda/lib/python3.10/site-packages (from h2<5,>=3.1.0->grpclib<0.5.0,>=0.4.1->betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (6.1.0) Requirement already satisfied: hpack<5,>=4.1 in /opt/conda/lib/python3.10/site-packages (from h2<5,>=3.1.0->grpclib<0.5.0,>=0.4.1->betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (4.1.0) Requirement already satisfied: pyparsing<4,>=3.1 in /opt/conda/lib/python3.10/site-packages (from httplib2<0.32.0,>=0.8->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (3.3.2) Requirement already satisfied: certifi in /opt/conda/lib/python3.10/site-packages (from httpx<1.0.0,>=0.28.1->google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2026.2.25) Requirement already satisfied: httpcore==1.* in /opt/conda/lib/python3.10/site-packages (from httpx<1.0.0,>=0.28.1->google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (1.0.9) Requirement already satisfied: h11>=0.16 in /opt/conda/lib/python3.10/site-packages (from httpcore==1.*->httpx<1.0.0,>=0.28.1->google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.16.0) Requirement already satisfied: annotated-types>=0.6.0 in /opt/conda/lib/python3.10/site-packages (from pydantic<3->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.7.0) Requirement already satisfied: pydantic-core==2.41.5 in /opt/conda/lib/python3.10/site-packages (from pydantic<3->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.41.5) Requirement already satisfied: typing-inspection>=0.4.2 in /opt/conda/lib/python3.10/site-packages (from pydantic<3->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.4.2) Requirement already satisfied: charset_normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.32.4->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (3.4.6) Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0,>=2.32.4->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (2.6.3) Requirement already satisfied: pyasn1>=0.1.3 in /opt/conda/lib/python3.10/site-packages (from rsa<5,>=3.1.4->google-auth<3,>=1.18.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) (0.6.3) Collecting astunparse>=1.6.0 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading astunparse-1.6.3-py2.py3-none-any.whl.metadata (4.4 kB) Collecting flatbuffers>=23.5.26 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading flatbuffers-25.12.19-py2.py3-none-any.whl.metadata (1.0 kB) Collecting gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading gast-0.7.0-py3-none-any.whl.metadata (1.5 kB) Collecting google-pasta>=0.1.1 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading google_pasta-0.2.0-py3-none-any.whl.metadata (814 bytes) Collecting h5py>=3.10.0 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading h5py-3.16.0-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (3.0 kB) Collecting libclang>=13.0.0 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading libclang-18.1.1-py2.py3-none-manylinux2010_x86_64.whl.metadata (5.2 kB) Collecting ml-dtypes~=0.3.1 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading ml_dtypes-0.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (20 kB) Collecting opt-einsum>=2.3.2 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading opt_einsum-3.4.0-py3-none-any.whl.metadata (6.3 kB) Requirement already satisfied: setuptools in /opt/conda/lib/python3.10/site-packages (from tensorflow<2.17,>=2.16->tensorflow-data-validation) (82.0.1) Collecting termcolor>=1.1.0 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading termcolor-3.3.0-py3-none-any.whl.metadata (6.5 kB) Requirement already satisfied: wrapt>=1.11.0 in /opt/conda/lib/python3.10/site-packages (from tensorflow<2.17,>=2.16->tensorflow-data-validation) (2.1.2) Collecting tensorboard<2.17,>=2.16 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading tensorboard-2.16.2-py3-none-any.whl.metadata (1.6 kB) Collecting keras>=3.0.0 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading keras-3.12.1-py3-none-any.whl.metadata (5.9 kB) Collecting tensorflow-io-gcs-filesystem>=0.23.1 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading tensorflow_io_gcs_filesystem-0.37.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (14 kB) Collecting numpy>=1.22.0 (from tensorflow-data-validation) Downloading numpy-1.26.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (61 kB) Collecting markdown>=2.6.8 (from tensorboard<2.17,>=2.16->tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading markdown-3.10.2-py3-none-any.whl.metadata (5.1 kB) Collecting tensorboard-data-server<0.8.0,>=0.7.0 (from tensorboard<2.17,>=2.16->tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading tensorboard_data_server-0.7.2-py3-none-manylinux_2_31_x86_64.whl.metadata (1.1 kB) Collecting werkzeug>=1.0.1 (from tensorboard<2.17,>=2.16->tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading werkzeug-3.1.7-py3-none-any.whl.metadata (4.0 kB) INFO: pip is looking at multiple versions of tensorflow-metadata to determine which version is compatible with other requirements. This could take a while. Collecting tensorflow-metadata<1.17,>=1.16.0 (from tensorflow-data-validation) Downloading tensorflow_metadata-1.16.0-py3-none-any.whl.metadata (2.4 kB) Collecting tensorboard<2.17,>=2.16 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading tensorboard-2.16.1-py3-none-any.whl.metadata (1.6 kB) Collecting tf-keras>=2.15.0 (from tensorboard<2.17,>=2.16->tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading tf_keras-2.21.0-py3-none-any.whl.metadata (1.8 kB) Collecting tensorboard<2.17,>=2.16 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading tensorboard-2.16.0-py3-none-any.whl.metadata (1.6 kB) Collecting tf-keras-nightly (from tensorboard<2.17,>=2.16->tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading tf_keras_nightly-2.21.0.dev2026032909-py3-none-any.whl.metadata (1.8 kB) Collecting tensorflow<2.17,>=2.16 (from tensorflow-data-validation) Downloading tensorflow-2.16.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.3 kB) INFO: pip is still looking at multiple versions of tensorflow-metadata to determine which version is compatible with other requirements. This could take a while. Collecting proto-plus<2,>=1.7.1 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading proto_plus-1.27.2-py3-none-any.whl.metadata (2.2 kB) INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. See https://pip.pypa.io/warnings/backtracking for guidance. If you want to abort this run, press Ctrl + C. Downloading proto_plus-1.27.1-py3-none-any.whl.metadata (2.2 kB) Downloading proto_plus-1.27.0-py3-none-any.whl.metadata (2.2 kB) Downloading proto_plus-1.26.1-py3-none-any.whl.metadata (2.2 kB) Downloading proto_plus-1.26.0-py3-none-any.whl.metadata (2.2 kB) Downloading proto_plus-1.25.0-py3-none-any.whl.metadata (2.2 kB) Downloading proto_plus-1.24.0-py3-none-any.whl.metadata (2.2 kB) Downloading proto_plus-1.23.0-py3-none-any.whl.metadata (2.2 kB) Downloading proto_plus-1.22.3-py3-none-any.whl.metadata (2.2 kB) Collecting grpcio-status<2.0.0,>=1.33.2 (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.0.0,>=1.34.1->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading grpcio_status-1.62.2-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.62.1-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.62.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.61.3-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.60.2-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.60.1-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.60.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.59.5-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.59.3-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.59.2-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.59.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.58.3-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.58.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.57.0-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.56.2-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.56.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.55.3-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.54.3-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.54.2-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.54.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.53.2-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.53.1-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.53.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.51.3-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.51.1-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.50.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.49.1-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.48.2-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.48.1-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.47.5-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.47.2-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.47.0-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.46.5-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.46.3-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.46.1-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.46.0-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.44.0-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.43.0-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.42.0-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.41.1-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.41.0-py3-none-any.whl.metadata (1.2 kB) Downloading grpcio_status-1.40.0-py3-none-any.whl.metadata (1.3 kB) Downloading grpcio_status-1.39.0-py3-none-any.whl.metadata (1.4 kB) Downloading grpcio_status-1.38.1-py3-none-any.whl.metadata (1.4 kB) Downloading grpcio_status-1.38.0-py3-none-any.whl.metadata (1.4 kB) Downloading grpcio-status-1.37.1.tar.gz (8.8 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Downloading grpcio-status-1.37.0.tar.gz (8.7 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Downloading grpcio-status-1.36.1.tar.gz (8.7 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Downloading grpcio-status-1.36.0.tar.gz (8.6 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Downloading grpcio-status-1.35.0.tar.gz (9.1 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Downloading grpcio-status-1.34.1.tar.gz (8.7 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Downloading grpcio-status-1.34.0.tar.gz (8.7 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Downloading grpcio-status-1.33.2.tar.gz (8.7 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting googleapis-common-protos[grpc]<2.0.0,>=1.56.0 (from grpc-google-iam-v1<1.0.0,>=0.12.4->google-cloud-bigtable<3,>=2.19.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading googleapis_common_protos-1.73.1-py3-none-any.whl.metadata (9.2 kB) Downloading googleapis_common_protos-1.73.0-py3-none-any.whl.metadata (9.4 kB) Collecting numpy>=1.22.0 (from tensorflow-data-validation) Downloading numpy-1.26.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (61 kB) Collecting ml-dtypes~=0.3.1 (from tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading ml_dtypes-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (20 kB) Collecting tenacity<9.2.0,>=8.2.3 (from google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading tenacity-9.1.4-py3-none-any.whl.metadata (1.2 kB) Collecting six<2,>=1.12 (from tensorflow-data-validation) Downloading six-1.17.0-py2.py3-none-any.whl.metadata (1.7 kB) Collecting shapely<3.0.0 (from google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading shapely-2.1.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (6.8 kB) Collecting rsa<5,>=3.1.4 (from google-auth<3,>=1.18.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading rsa-4.9.1-py3-none-any.whl.metadata (5.6 kB) Collecting idna>=2.8 (from anyio<5.0.0,>=4.8.0->google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading idna-3.11-py3-none-any.whl.metadata (8.4 kB) Collecting charset_normalizer<4,>=2 (from requests<3.0.0,>=2.32.4->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading charset_normalizer-3.4.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (40 kB) Collecting requests<3.0.0,>=2.32.4 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading requests-2.33.0-py3-none-any.whl.metadata (5.1 kB) Collecting pyyaml<7.0.0,>=3.12 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pyyaml-6.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (2.4 kB) Collecting python-dateutil<3,>=2.8.0 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB) Collecting pyparsing<4,>=3.1 (from httplib2<0.32.0,>=0.8->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pyparsing-3.3.2-py3-none-any.whl.metadata (5.8 kB) Collecting dnspython>=2.0.0 (from cloud-sql-python-connector<2.0.0,>=1.18.2->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading dnspython-2.7.0-py3-none-any.whl.metadata (5.8 kB) Collecting pymongo<5.0.0,>=3.8.0 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pymongo-4.15.5-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (22 kB) Collecting pyfarmhash<0.4,>=0.2.2 (from tensorflow-data-validation) Downloading pyfarmhash-0.2.2.tar.gz (99 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting pydantic-core==2.41.5 (from pydantic<3->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pydantic_core-2.41.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (7.3 kB) Collecting pydantic<3 (from google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pydantic-2.12.5-py3-none-any.whl.metadata (90 kB) Collecting pyarrow-hotfix<1 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pyarrow_hotfix-0.6-py3-none-any.whl.metadata (3.6 kB) Collecting pyarrow<11,>=10 (from tensorflow-data-validation) Downloading pyarrow-10.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.0 kB) Collecting pillow<13,>=12.1.1 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading pillow-12.1.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (8.8 kB) Collecting pandas<2,>=1.0 (from tensorflow-data-validation) Downloading pandas-1.5.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (11 kB) Collecting orjson<4,>=3.9.7 (from apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading orjson-3.11.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (41 kB) Collecting objsize<0.8.0,>=0.6.1 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading objsize-0.7.0-py3-none-any.whl.metadata (12 kB) Collecting numpy>=1.22.0 (from tensorflow-data-validation) Downloading numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (62 kB) Collecting jsonpickle<4.0.0,>=3.0.0 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading jsonpickle-3.4.0-py3-none-any.whl.metadata (8.1 kB) Collecting hyperframe<7,>=6.1 (from h2<5,>=3.1.0->grpclib<0.5.0,>=0.4.1->betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading hyperframe-6.1.0-py3-none-any.whl.metadata (4.3 kB) Collecting httpcore==1.* (from httpx<1.0.0,>=0.28.1->google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading httpcore-1.0.9-py3-none-any.whl.metadata (21 kB) Collecting httpx<1.0.0,>=0.28.1 (from google-genai<2.0.0,>=1.37.0->google-cloud-aiplatform<2.0,>=1.26.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading httpx-0.28.1-py3-none-any.whl.metadata (7.1 kB) Collecting httplib2<0.32.0,>=0.8 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading httplib2-0.31.2-py3-none-any.whl.metadata (2.2 kB) Collecting hpack<5,>=4.1 (from h2<5,>=3.1.0->grpclib<0.5.0,>=0.4.1->betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading hpack-4.1.0-py3-none-any.whl.metadata (4.6 kB) Collecting h2<5,>=3.1.0 (from grpclib<0.5.0,>=0.4.1->betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading h2-4.3.0-py3-none-any.whl.metadata (5.1 kB) Collecting grpclib<0.5.0,>=0.4.1 (from betterproto<3.0.0,>=2.0.0b3->envoy-data-plane<0.3.0->apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading grpclib-0.4.8-py3-none-any.whl.metadata (6.1 kB) Collecting grpcio!=1.48.0,!=1.59.*,!=1.60.*,!=1.61.*,!=1.62.0,!=1.62.1,!=1.66.*,!=1.67.*,!=1.68.*,!=1.69.*,!=1.70.*,<2,>=1.33.1 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading grpcio-1.80.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (3.8 kB) Collecting tensorboard-data-server<0.8.0,>=0.7.0 (from tensorboard<2.17,>=2.16->tensorflow<2.17,>=2.16->tensorflow-data-validation) Downloading tensorboard_data_server-0.7.1-py3-none-manylinux2014_x86_64.whl.metadata (1.1 kB) Collecting grpcio!=1.48.0,!=1.59.*,!=1.60.*,!=1.61.*,!=1.62.0,!=1.62.1,!=1.66.*,!=1.67.*,!=1.68.*,!=1.69.*,!=1.70.*,<2,>=1.33.1 (from apache-beam<3,>=2.47->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading grpcio-1.78.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (3.8 kB) Collecting googleapis-common-protos[grpc]<2.0.0,>=1.56.0 (from grpc-google-iam-v1<1.0.0,>=0.12.4->google-cloud-bigtable<3,>=2.19.0->apache-beam[gcp]<3,>=2.47; python_version < "3.11"->tensorflow-data-validation) Downloading googleapis_common_protos-1.72.0-py3-none-any.whl.metadata (9.4 kB) Downloading googleapis_common_protos-1.71.0-py3-none-any.whl.metadata (9.4 kB) Downloading googleapis_common_protos-1.70.0-py3-none-any.whl.metadata (9.3 kB) Downloading googleapis_common_protos-1.69.2-py3-none-any.whl.metadata (9.3 kB) Downloading googleapis_common_protos-1.69.1-py2.py3-none-any.whl.metadata (9.3 kB) Downloading googleapis_common_protos-1.69.0-py2.py3-none-any.whl.metadata (5.1 kB) Downloading googleapis_common_protos-1.68.0-py2.py3-none-any.whl.metadata (5.1 kB) Downloading googleapis_common_protos-1.67.0-py2.py3-none-any.whl.metadata (5.1 kB) Downloading googleapis_common_protos-1.66.0-py2.py3-none-any.whl.metadata (1.5 kB) Downloading googleapis_common_protos-1.65.0-py2.py3-none-any.whl.metadata (1.5 kB) Downloading googleapis_common_protos-1.64.0-py2.py3-none-any.whl.metadata (1.5 kB) Downloading googleapis_common_protos-1.63.2-py2.py3-none-any.whl.metadata (1.5 kB) Downloading googleapis_common_protos-1.63.1-py2.py3-none-any.whl.metadata (1.5 kB) error: resolution-too-deep × Dependency resolution exceeded maximum depth ╰─> Pip cannot resolve the current dependencies as the dependency graph is too complex for pip to solve efficiently. hint: Try adding lower bounds to constrain your dependencies, for example: 'package>=2.0.0' instead of just 'package'. Link: https://pip.pypa.io/en/stable/topics/dependency-resolution/#handling-resolution-too-deep-errors
OBINNA O. · Recensione inserita 3 giorni fa
Sakshi A. · Recensione inserita 3 giorni fa
Kadimi H. · Recensione inserita 3 giorni fa
THALLA P. · Recensione inserita 3 giorni fa
Sai D. · Recensione inserita 3 giorni fa
SIDDAPU G. · Recensione inserita 3 giorni fa
Nishidh Singh S. · Recensione inserita 3 giorni fa
Raja S. · Recensione inserita 4 giorni fa
Jaswanth K. · Recensione inserita 4 giorni fa
RAMU M. · Recensione inserita 4 giorni fa
Very happy with lab
Ankur D. · Recensione inserita 4 giorni fa
I attempted to complete this lab twice, but I encountered issues at the very first step. The package installation process takes an unusually long time, and in the end it still fails with an error indicating that the package cannot be installed. The first time, I followed the recommended installation method exactly, but it did not work correctly. Because of this, I was unable to proceed with the lab. It would be helpful if the installation steps were reviewed or if additional guidance was provided to address this issue.
Ramona I. · Recensione inserita 4 giorni fa
Sudha M. · Recensione inserita 4 giorni fa
Aayan H. · Recensione inserita 4 giorni fa
Mohammed Soaib K. · Recensione inserita 4 giorni fa
Shakir A. · Recensione inserita 4 giorni fa
Okan Y. · Recensione inserita 4 giorni fa
Non garantiamo che le recensioni pubblicate provengano da consumatori che hanno acquistato o utilizzato i prodotti. Le recensioni non sono verificate da Google.