zenml@0.20.0

ZenML: MLOps for Reliable AI: from Classical AI to Agents.

2022-10-05 Python <3.15,>=3.10 wheel sdist

安装 (0.20.0)

pip install zenml==0.20.0

poetry add zenml==0.20.0

pipenv install zenml==0.20.0

conda install zenml=0.20.0

依赖 (129)

依赖
`asgiref~=3.10.0`
`click<=8.2.1,>=8.0.1`
`cloudpickle>=2.0.0`
`distro<2.0.0,>=1.6.0`
`docker~=7.1.0`
`gitpython<4.0.0,>=3.1.18`
`jsonref`
`opentelemetry-instrumentation-logging==0.61b0`
`opentelemetry-sdk==1.40.0`
`packaging>=24.1`
`psutil>=5.0.0`
`pydantic<=2.12.5,>=2.0`
`python-dateutil<3.0.0,>=2.8.1`
`pyyaml>=6.0.1`
`rich>=12.0.0`
`setuptools>=70.0.0`
`structlog>=25.5.0`
`adlfs>=2021.10.0; extra == "adlfs"`
`azure-ai-ml==1.23.1; extra == "azureml"`
`boto3>=1.16.0; extra == "connectors-aws"`
`kubernetes>=18.20.0; extra == "connectors-aws"`
`aws-profile-manager>=0.5.0; extra == "connectors-aws"`
`azure-identity>=1.4.0; extra == "connectors-azure"`
`azure-mgmt-containerservice>=20.0.0; extra == "connectors-azure"`
`azure-mgmt-containerregistry>=10.0.0; extra == "connectors-azure"`
`azure-mgmt-storage>=20.0.0; extra == "connectors-azure"`
`azure-storage-blob>=12.0.0; extra == "connectors-azure"`
`azure-mgmt-resource<25.0.0,>=21.0.0; extra == "connectors-azure"`
`kubernetes>=18.20.0; extra == "connectors-azure"`
`requests<3.0.0,>=2.27.11; extra == "connectors-azure"`
`marshmallow<4.0.0; extra == "connectors-azure"`
`google-cloud-container>=2.21.0; extra == "connectors-gcp"`
`google-cloud-storage>=2.9.0; extra == "connectors-gcp"`
`google-cloud-artifact-registry>=1.11.3; extra == "connectors-gcp"`
`kubernetes>=18.20.0; extra == "connectors-gcp"`
`kubernetes>=18.20.0; extra == "connectors-kubernetes"`
`bandit<2.0.0,>=1.7.5; extra == "dev"`
`ruff>=0.1.7; extra == "dev"`
`yamlfix>=1.16.0; extra == "dev"`
`zizmor>=1.0.0; extra == "dev"`
`coverage[toml]<8.0.0,>=7.6.1; extra == "dev"`
`pytest<10.0.0,>=9.0.3; extra == "dev"`
`mypy==1.18.1; extra == "dev"`
`pre-commit; extra == "dev"`
`pyment<0.4.0,>=0.3.3; extra == "dev"`
`tox>=3.24.3; extra == "dev"`
`hypothesis>=6.43.1; extra == "dev"`
`typing-extensions>=3.7.4; extra == "dev"`
`pydoclint>=0.8.3; extra == "dev"`
`pytest-randomly<4.0.0,>=3.10.1; extra == "dev"`
`pytest-mock<4.0.0,>=3.6.1; extra == "dev"`
`pytest-clarity<2.0.0,>=1.0.1; extra == "dev"`
`pytest-instafail>=0.5.0; extra == "dev"`
`pytest-rerunfailures<17.0.0,>=16.1; extra == "dev"`
`pytest-split<0.12.0,>=0.11.0; extra == "dev"`
`mkdocs<2.0.0,>=1.6.1; extra == "dev"`
`mkdocs-material==9.6.8; extra == "dev"`
`mkdocs-awesome-pages-plugin<3.0.0,>=2.10.1; extra == "dev"`
`mkdocstrings[python]<1.0.0,>=0.28.1; extra == "dev"`
`mkdocstrings-python; extra == "dev"`
`mkdocs-autorefs<2.0.0,>=1.4.0; extra == "dev"`
`mike<2.0.0,>=1.1.2; extra == "dev"`
`maison<2.0; extra == "dev"`
`types-certifi>=2021.10.8.0; extra == "dev"`
`types-croniter>=1.0.2; extra == "dev"`
`types-futures>=3.3.1; extra == "dev"`
`types-hvac>=2.3.0; extra == "dev"`
`types-markdown>=3.3.6; extra == "dev"`
`types-paramiko<4.0.0,>=3.4.0; extra == "dev"`
`types-pillow>=9.2.1; extra == "dev"`
`types-protobuf>=3.18.0; extra == "dev"`
`types-pymysql>=1.0.4; extra == "dev"`
`types-python-dateutil>=2.8.2; extra == "dev"`
`types-python-slugify>=5.0.2; extra == "dev"`
`types-pyyaml>=6.0.0; extra == "dev"`
`types-redis>=4.1.19; extra == "dev"`
`types-requests>=2.27.11; extra == "dev"`
`types-setuptools>=57.4.2; extra == "dev"`
`types-six>=1.16.2; extra == "dev"`
`types-termcolor>=1.1.2; extra == "dev"`
`types-psutil>=5.8.13; extra == "dev"`
`types-passlib>=1.7.7; extra == "dev"`
`types-jsonschema>=4.26.0; extra == "dev"`
`types-cachetools<8.0.0,>=5.3.0; extra == "dev"`
`gcsfs>=2022.11.0; extra == "gcsfs"`
`rich[jupyter]>=12.0.0; extra == "jupyter"`
`alembic<=1.15.2,>=1.8.1; extra == "local"`
`bcrypt==4.0.1; extra == "local"`
`passlib[bcrypt]~=1.7.4; extra == "local"`
`pymysql>=1.1.1,~=1.1.0; extra == "local"`
`sqlalchemy<3.0.0,>=2.0.0; extra == "local"`
`sqlalchemy-utils; extra == "local"`
`sqlmodel==0.0.38; extra == "local"`
`jsonschema>=4.0.0; extra == "local"`
`opentelemetry-exporter-otlp-proto-http<1.41.0,>=1.40.0; extra == "otel"`
`opentelemetry-instrumentation-fastapi<0.62b0,>=0.61b0; extra == "otel"`
`opentelemetry-instrumentation-requests<0.62b0,>=0.61b0; extra == "otel"`
`opentelemetry-instrumentation-sqlalchemy<0.62b0,>=0.61b0; extra == "otel"`
`s3fs!=2025.3.1,>=2022.11.0; extra == "s3fs"`
`sagemaker<3.0.0,>=2.237.3; extra == "sagemaker"`
`boto3>=1.16.0; extra == "secrets-aws"`
`azure-identity>=1.4.0; extra == "secrets-azure"`
`azure-keyvault-secrets>=4.0.0; extra == "secrets-azure"`
`google-cloud-secret-manager>=2.12.5; extra == "secrets-gcp"`
`hvac>=0.11.2; extra == "secrets-hashicorp"`
`zenml[local,native-schedules]; extra == "server"`
`fastapi<0.121.0,>=0.120.1; extra == "server"`
`uvicorn[standard]>=0.17.5; extra == "server"`
`python-multipart~=0.0.9; extra == "server"`
`pyjwt[crypto]<2.14.0,>=2.13.0; extra == "server"`
`fastapi-utils; extra == "server"`
`orjson<3.12.0,>=3.11.6; extra == "server"`
`jinja2; extra == "server"`
`ipinfo>=4.4.3; extra == "server"`
`secure~=1.0.1; extra == "server"`
`tldextract~=5.1.0; extra == "server"`
`itsdangerous~=2.2.0; extra == "server"`
`croniter>=6.0.0; extra == "server"`
`cachetools<8.0.0,>=5.3.0; extra == "server"`
`redis<8.0.0,>=7.1.0; extra == "server-streaming"`
`copier>=8.1.0; extra == "templates"`
`jinja2-time<0.3.0,>=0.2.0; extra == "templates"`
`ruff>=0.1.7; extra == "templates"`
`pyyaml-include<2.0; extra == "templates"`
`python-terraform; extra == "terraform"`
`google-cloud-aiplatform>=1.34.0; extra == "vertex"`
`kfp>=2.6.0; extra == "vertex"`
`urllib3<2.6.0; extra == "vertex"`
`google-cloud-pipeline-components>=2.19.0; extra == "vertex"`

下载文件

文件名	类型	Python 版本	大小
zenml-0.20.0-py3-none-any.whl	bdist_wheel	`py3`	1090472 bytes
zenml-0.20.0.tar.gz	sdist	`source`	657868 bytes

版本列表

0.95.1 2026-06-18

0.95.0 2026-06-17

0.94.6 2026-06-02

0.94.5 2026-05-29

0.94.4 2026-05-12

0.94.3 2026-04-24

0.94.2 2026-04-08

0.94.1 2026-03-19

0.94.0 2026-03-04

0.94.0rc0 2026-03-03

0.93.3 2026-02-19

0.93.2 2026-01-29

0.93.1 2026-01-14

0.93.0 2025-12-16

0.92.0 2025-12-02

0.91.2 2025-11-19

0.91.1 2025-11-11

0.91.0 2025-10-24

0.90.0 2025-10-01

0.90.0rc0 2025-09-29

0.85.0 2025-09-12

0.84.3 2025-08-27

0.84.2 2025-08-06

0.84.1 2025-07-30

0.84.0 2025-07-11

0.83.1 2025-06-23

0.83.0 2025-05-28

0.82.1 2025-05-14

0.82.0 2025-04-30

0.81.0 2025-04-16

0.80.2 2025-04-09

0.80.1 2025-03-28

0.80.0 2025-03-19

0.75.1 2025-03-18

0.75.0 2025-02-26

0.74.0 2025-02-06

0.73.0 2025-01-21

0.72.0 2025-01-13

0.71.0 2024-12-05

0.70.0 2024-11-12

0.68.1 2024-10-28

0.68.0 2024-10-24

0.67.0 2024-09-30

0.66.0 2024-09-09

0.65.0 2024-08-28

0.64.0 2024-08-08

0.63.0 2024-07-30

0.62.0 2024-07-16

0.61.0 2024-07-09

0.60.0 2024-06-26

0.58.2 2024-06-10

0.58.1 2024-06-06

0.58.0 2024-05-27

0.57.1 2024-05-14

0.57.0 2024-05-02

0.57.0rc2 2024-04-30

0.57.0rc1 2024-04-29

0.56.4 2024-04-24

0.56.3 2024-04-09

0.56.2 2024-03-25

0.56.1 2024-03-21

0.56.0 2024-03-21

0.55.5 2024-03-06

0.55.4 2024-02-29

0.55.3 2024-02-20

0.55.2 2024-02-06

0.55.1 2024-01-26

0.55.0 2024-01-23

0.54.1 2024-01-15

0.54.0 2024-01-08

0.53.1 2023-12-21

0.53.0 2023-12-20

0.52.0 2023-12-12

0.51.0 2023-12-11

0.50.0 2023-11-28

0.47.0 2023-11-14

0.46.1 2023-11-10

0.46.0 2023-11-06

0.45.6 2023-10-31

0.45.5 2023-10-24

0.45.4 2023-10-20

0.45.3 2023-10-18

0.45.2 2023-10-16

0.45.1 2023-10-15

0.45.0 2023-10-12

0.44.4 2023-11-14

0.44.3 2023-09-27

0.44.2 2023-09-11

0.44.1 2023-08-31

0.44.0 2023-08-29

0.43.1 2024-01-23

0.43.0 2023-08-15

0.42.2 2024-01-23

0.42.1 2023-07-21

0.42.0 2023-07-20

0.41.0 2023-07-04

0.40.3 2023-06-19

0.40.2 2023-06-05

0.40.1 2023-05-26

0.40.0 2023-05-26

0.39.1 2023-05-10

0.39.0 2023-05-10

0.38.0 2023-04-12

0.37.0 2023-04-03

0.36.1 2023-03-24

0.36.0 2023-03-20

0.35.1 2023-03-08

0.35.0 2023-03-06

0.34.0 2023-02-20

0.33.0 2023-02-03

0.32.1 2023-01-26

0.32.0 2023-01-24

0.31.1 2023-01-13

0.31.0 2022-12-23

0.30.0 2022-12-09

0.30.0rc3 2022-12-08

0.30.0rc2 2022-12-06

0.30.0rc1 2022-12-05

0.30.0rc0 2022-12-02

0.23.0 2022-12-02

0.22.0 2022-11-18

0.21.1 2022-11-04

0.21.0 2022-11-03

0.20.5 2022-10-21

0.20.4 2022-10-15

0.20.3 2022-10-12

0.20.2 2022-10-07

0.20.1 2022-10-05

0.20.0 2022-10-05

0.20.0rc1 2022-10-02

0.13.2 2022-09-09

0.13.1 2022-08-26

0.13.0 2022-08-17

0.12.0 2022-08-02

0.11.0 2022-07-19

0.10.0 2022-06-28

0.9.0 2022-06-14

0.8.1 2022-05-24

0.8.0 2022-05-18

0.8.1rc0 2022-05-24

0.7.3 2022-04-28

0.7.2 2022-04-14

0.7.1 2022-04-11

0.7.0 2022-03-28

0.6.3 2022-03-14

0.6.2 2022-02-23

0.6.1 2022-02-07

0.6.0 2022-01-26

0.5.7 2022-01-13

0.5.6 2021-12-23

0.5.5 2021-12-13

0.5.4 2021-12-05

0.5.3 2021-11-23

0.5.2 2021-11-05

0.5.1 2021-10-23

0.5.0 2021-10-15

0.5.0rc2 2021-10-05

0.5.0rc1 2021-10-05

0.3.8 2021-06-04

0.3.7 2021-04-22

0.3.7.1rc4 2021-05-17

0.3.7.1rc3 2021-05-17

0.3.7.1rc1 2021-05-15

0.3.7.1rc0 2021-05-14

0.3.6.1 2021-04-06

0.3.6 2021-03-30

0.3.5 2021-03-18

0.3.4 2021-03-11

0.3.3 2021-02-26

0.3.2 2021-02-12

0.3.1 2021-02-05

0.3.9rc2 2021-06-10

0.3.9rc1 2021-06-10

0.3.7rc0 2021-04-22

0.3.6rc0 2021-03-30

0.3.5rc0 2021-03-18

0.3.4rc0 2021-03-11

0.3.3rc0 2021-02-26

0.3.1rc0 2021-02-05

0.2.0 2021-01-22

0.2.0rc2 2021-01-22

0.2.0rc1 2021-01-22

0.1.5 2021-01-19

0.1.4 2021-01-08

0.1.3 2020-12-26

0.1.2 2020-12-22

0.1.1 2020-12-21

0.1.0 2020-12-21

0.1.3rc0 2020-12-26

0.0.1rc2 2020-12-16

0.0.1rc1 2020-12-13