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GitHub / cmigpereira / mlops-zoomcamp-project
Repo for my MLOps Zoomcamp project
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cmigpereira%2Fmlops-zoomcamp-project
Stars: 4
Forks: 1
Open Issues: 0
License: None
Language: Python
Repo Size: 22.8 MB
Dependencies:
533
Created: almost 2 years ago
Updated: about 1 year ago
Last pushed: almost 2 years ago
Last synced: about 1 year ago
Topics: machine-learning, mlops, model-deployment, model-monitoring, workflow-orchestration
Files
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Readme
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Dependencies
docker-compose-service.yml
docker
- grafana/grafana latest
- mongo latest
- prom/prometheus latest
service/Pipfile
pypi
evidently_service/Dockerfile
docker
- python 3.8-slim-buster build
streamlit/Pipfile
pypi
.github/workflows/cd-deploy.yml
actions
- actions/checkout v3 composite
- aws-actions/configure-aws-credentials v1 composite
- hashicorp/setup-terraform v2 composite
integration_tests/Dockerfile
docker
- python 3.9 build
service/Dockerfile
docker
- python 3.9 build
streamlit/Dockerfile
docker
- python 3.9 build
Pipfile
pypi
.github/workflows/ci-tests.yml
actions
- actions/checkout v2 composite
- actions/setup-python v2 composite
- aws-actions/configure-aws-credentials v1 composite
- hashicorp/setup-terraform v2 composite
airflow/Pipfile
pypi
airflow/Dockerfile
docker
- apache/airflow latest-python3.9 build
- Flask *
- Werkzeug *
- dataclasses ==0.6
- pandas *
- prometheus_client *
- pyarrow *
- pyyaml *
- requests *
airflow/Pipfile.lock
pypi
- attrs ==22.1.0 develop
- iniconfig ==1.1.1 develop
- packaging ==21.3 develop
- pluggy ==1.0.0 develop
- py ==1.11.0 develop
- pyparsing ==3.0.9 develop
- pytest ==7.1.2 develop
- tomli ==2.0.1 develop
- alembic ==1.8.1
- boto3 ==1.24.58
- botocore ==1.27.58
- certifi ==2022.6.15
- charset-normalizer ==2.1.1
- click ==8.1.3
- cloudpickle ==2.1.0
- databricks-cli ==0.17.2
- docker ==5.0.3
- entrypoints ==0.4
- flask ==2.2.2
- future ==0.18.2
- gitdb ==4.0.9
- gitpython ==3.1.27
- gunicorn ==20.1.0
- hyperopt ==0.2.7
- idna ==3.3
- importlib-metadata ==4.12.0
- itsdangerous ==2.1.2
- jinja2 ==3.1.2
- jmespath ==1.0.1
- joblib ==1.1.0
- kaggle ==1.5.12
- mako ==1.2.1
- markupsafe ==2.1.1
- mlflow ==1.28.0
- networkx ==2.8.6
- numpy ==1.23.2
- oauthlib ==3.2.0
- packaging ==21.3
- pandas ==1.4.3
- prometheus-client ==0.14.1
- prometheus-flask-exporter ==0.20.3
- protobuf ==4.21.5
- py4j ==0.10.9.7
- pyarrow ==9.0.0
- pyjwt ==2.4.0
- pyparsing ==3.0.9
- python-dateutil ==2.8.2
- python-slugify ==6.1.2
- pytz ==2022.2.1
- pyyaml ==6.0
- querystring-parser ==1.2.4
- requests ==2.28.1
- s3transfer ==0.6.0
- scikit-learn ==1.0.2
- scipy ==1.9.0
- setuptools ==65.3.0
- six ==1.16.0
- smmap ==5.0.0
- sqlalchemy ==1.4.40
- sqlparse ==0.4.2
- tabulate ==0.8.10
- text-unidecode ==1.3
- threadpoolctl ==3.1.0
- tqdm ==4.64.0
- urllib3 ==1.26.12
- websocket-client ==1.4.0
- werkzeug ==2.2.2
- xgboost ==1.6.2
- zipp ==3.8.1
- alembic ==1.8.1
- boto3 ==1.24.61
- botocore ==1.27.61
- certifi ==2022.6.15
- charset-normalizer ==2.1.1
- click ==8.1.3
- cloudpickle ==2.1.0
- databricks-cli ==0.17.3
- deepdiff ==5.8.1
- docker ==5.0.3
- entrypoints ==0.4
- flask ==2.2.2
- gitdb ==4.0.9
- gitpython ==3.1.27
- gunicorn ==20.1.0
- idna ==3.3
- importlib-metadata ==4.12.0
- itsdangerous ==2.1.2
- jinja2 ==3.1.2
- jmespath ==1.0.1
- joblib ==1.1.0
- mako ==1.2.1
- markupsafe ==2.1.1
- mlflow ==1.28.0
- numpy ==1.23.2
- oauthlib ==3.2.0
- ordered-set ==4.1.0
- packaging ==21.3
- pandas ==1.4.3
- prometheus-client ==0.14.1
- prometheus-flask-exporter ==0.20.3
- protobuf ==4.21.5
- pyjwt ==2.4.0
- pyparsing ==3.0.9
- python-dateutil ==2.8.2
- pytz ==2022.2.1
- pyyaml ==6.0
- querystring-parser ==1.2.4
- requests ==2.28.1
- s3transfer ==0.6.0
- scikit-learn ==1.0.2
- scipy ==1.9.1
- setuptools ==65.3.0
- six ==1.16.0
- smmap ==5.0.0
- sqlalchemy ==1.4.40
- sqlparse ==0.4.2
- tabulate ==0.8.10
- threadpoolctl ==3.1.0
- urllib3 ==1.26.12
- websocket-client ==1.4.0
- werkzeug ==2.2.2
- xgboost ==1.6.2
- zipp ==3.8.1
service/Pipfile.lock
pypi
- attrs ==22.1.0 develop
- iniconfig ==1.1.1 develop
- packaging ==21.3 develop
- pluggy ==1.0.0 develop
- py ==1.11.0 develop
- pyparsing ==3.0.9 develop
- pytest ==7.1.2 develop
- tomli ==2.0.1 develop
- alembic ==1.8.1
- boto3 ==1.24.57
- botocore ==1.27.57
- certifi ==2022.6.15
- charset-normalizer ==2.1.1
- click ==8.1.3
- cloudpickle ==2.1.0
- cycler ==0.11.0
- databricks-cli ==0.17.2
- docker ==5.0.3
- entrypoints ==0.4
- flask ==2.2.2
- fonttools ==4.36.0
- future ==0.18.2
- gitdb ==4.0.9
- gitpython ==3.1.27
- gunicorn ==20.1.0
- hyperopt ==0.2.7
- idna ==3.3
- importlib-metadata ==4.12.0
- itsdangerous ==2.1.2
- jinja2 ==3.1.2
- jmespath ==1.0.1
- joblib ==1.1.0
- kiwisolver ==1.4.4
- mako ==1.2.1
- markupsafe ==2.1.1
- matplotlib ==3.5.3
- mlflow ==1.28.0
- networkx ==2.8.6
- numpy ==1.23.2
- oauthlib ==3.2.0
- packaging ==21.3
- pandas ==1.4.3
- pillow ==9.2.0
- prometheus-client ==0.14.1
- prometheus-flask-exporter ==0.20.3
- protobuf ==4.21.5
- py4j ==0.10.9.7
- pyjwt ==2.4.0
- pymongo ==4.2.0
- pyparsing ==3.0.9
- python-dateutil ==2.8.2
- pytz ==2022.2.1
- pyyaml ==6.0
- querystring-parser ==1.2.4
- requests ==2.28.1
- s3transfer ==0.6.0
- scikit-learn ==1.0.2
- scipy ==1.9.0
- setuptools ==65.2.0
- six ==1.16.0
- smmap ==5.0.0
- sqlalchemy ==1.4.40
- sqlparse ==0.4.2
- tabulate ==0.8.10
- threadpoolctl ==3.1.0
- tqdm ==4.64.0
- urllib3 ==1.26.12
- websocket-client ==1.3.3
- werkzeug ==2.2.2
- xgboost ==1.6.2
- zipp ==3.8.1