Advanced Visualizations with TensorFlow Data Validation Reviews
8526 reviews
Akbarbasha S. · Reviewed 3 days ago
i am very happy
Sree Sahithi Rama V. · Reviewed 3 days ago
Bharath kishore g. · Reviewed 3 days ago
i am very happy
Prahalika N. · Reviewed 3 days ago
i am very happy
CHEVURI SIREESHA G. · Reviewed 3 days ago
Learnt from this lab
Bhumika S. · Reviewed 3 days ago
Rishvik K. · Reviewed 3 days ago
Tushita T. · Reviewed 3 days ago
jashwanth chowdary V. · Reviewed 3 days ago
Hemanth K. · Reviewed 3 days ago
pranay m. · Reviewed 4 days ago
Manideep D. · Reviewed 4 days ago
So much learned from this course.
Tsunaki K. · Reviewed 4 days ago
version hell when installing tensorflow-data-validation
Todd W. · Reviewed 4 days ago
Soumyojyoti D. · Reviewed 4 days ago
Ashutosh P. · Reviewed 4 days ago
Gokul C. · Reviewed 4 days ago
Michael E. · Reviewed 4 days ago
Dhanush K. · Reviewed 4 days ago
Sai Brinda E. · Reviewed 4 days ago
RAGHU KOUSHIK R. · Reviewed 4 days ago
K B Sohith C. · Reviewed 4 days ago
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. · Reviewed 5 days ago
Sakshi A. · Reviewed 5 days ago
Kadimi H. · Reviewed 5 days ago
We do not ensure the published reviews originate from consumers who have purchased or used the products. Reviews are not verified by Google.