End-to-End-Data-Pipeline
๐ A scalable, production-ready data pipeline for real-time streaming & batch processing, integrating Kafka, Spark, Airflow, AWS, Kubernetes, and MLflow. Supports end-to-end data ingestion, transformation, storage, monitoring, and AI/ML serving with CI/CD automation using Terraform & GitHub Actions.
File Explorer
Download Latest Version (.zip)- settings.local.json
- devcontainer.json
- cicd-pipeline.yml
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- pull_request_template.md
- SECURITY.md
- profiles_settings.xml
- Project_Default.xml
- .gitignore
- copilot.data.migration.agent.xml
- copilot.data.migration.ask.xml
- copilot.data.migration.ask2agent.xml
- copilot.data.migration.edit.xml
- E2E-Data-Pipeline.iml
- google-java-format.xml
- misc.xml
- modules.xml
- vcs.xml
- batch_ingestion_dag.py
- streaming_monitoring_dag.py
- warehouse_transform_dag.py
- .gitkeep
- Dockerfile
- requirements.txt
- architecture_diagram.png
- full_flow_diagram.png
- bi_dashboard.py
- atlas_stub.py
- raw_data_validation.py
- great_expectations.yaml
- _helpers.tpl
- airflow.yaml
- configmap.yaml
- dotnet-api.yaml
- kafka-producer.yaml
- namespace.yaml
- secrets.yaml
- spark.yaml
- Chart.yaml
- values-aws.yaml
- values-azure.yaml
- values-gcp.yaml
- values-onprem.yaml
- values.yaml
- Dockerfile
- producer.py
- analysis-templates.yaml
- argo-app.yaml
- argo-rollouts-install.yaml
- deployment.yaml
- ingress.yaml
- rollout-blue-green.yaml
- rollout-canary.yaml
- servicemonitors.yaml
- services.yaml
- feature_store_stub.py
- mlflow_tracking.py
- grafana-deployment-dashboards.json
- monitoring.py
- prometheus.yml
- prometheus_grafana_setup.md
- script.js
- styles.css
- DataPipelineApi.1.0.2.nupkg
- librdkafka.so
- alpine-librdkafka.so
- centos6-librdkafka.so
- centos7-librdkafka.so
- librdkafka.so
- librdkafka.dylib
- librdkafka.dylib
- libcrypto-3-x64.dll
- libcurl.dll
- librdkafka.dll
- librdkafkacpp.dll
- libssl-3-x64.dll
- msvcp140.dll
- vcruntime140.dll
- zlib1.dll
- zstd.dll
- libcrypto-3.dll
- libcurl.dll
- librdkafka.dll
- librdkafkacpp.dll
- libssl-3.dll
- msvcp140.dll
- vcruntime140.dll
- zlib1.dll
- zstd.dll
- AWSSDK.Core.dll
- AWSSDK.S3.dll
- Confluent.Kafka.dll
- Dapper.dll
- DataPipelineApi
- DataPipelineApi.deps.json
- DataPipelineApi.dll
- DataPipelineApi.pdb
- DataPipelineApi.runtimeconfig.json
- Microsoft.AspNetCore.JsonPatch.dll
- Microsoft.AspNetCore.Mvc.NewtonsoftJson.dll
- Microsoft.Extensions.Http.Polly.dll
- Microsoft.Extensions.Logging.Abstractions.dll
- Microsoft.OpenApi.dll
- MySqlConnector.dll
- Newtonsoft.Json.Bson.dll
- Newtonsoft.Json.dll
- Npgsql.dll
- Polly.dll
- Polly.Extensions.Http.dll
- Swashbuckle.AspNetCore.Swagger.dll
- Swashbuckle.AspNetCore.SwaggerGen.dll
- Swashbuckle.AspNetCore.SwaggerUI.dll
- System.Diagnostics.DiagnosticSource.dll
- DataPipelineApi.1.0.0.nupkg
- DataPipelineApi.1.0.2.nupkg
- BatchController.cs
- CIController.cs
- GovernanceController.cs
- MLController.cs
- MonitoringController.cs
- StreamingController.cs
- WarehouseController.cs
- AirflowHealthCheck.cs
- KafkaHealthCheck.cs
- MinioHealthCheck.cs
- MLflowHealthCheck.cs
- MySqlHealthCheck.cs
- PostgresHealthCheck.cs
- BatchRequest.cs
- StreamingRequest.cs
- .NETCoreApp,Version=v8.0.AssemblyAttributes.cs
- DataPipelineApi.AssemblyInfo.cs
- DataPipelineApi.AssemblyInfoInputs.cache
- DataPipelineApi.assets.cache
- DataPipelineApi.csproj.AssemblyReference.cache
- DataPipelineApi.GeneratedMSBuildEditorConfig.editorconfig
- DataPipelineApi.GlobalUsings.g.cs
- DataPipelineApi.dll
- DataPipelineApi.dll
- .NETCoreApp,Version=v6.0.AssemblyAttributes.cs
- apphost
- DataPipelineApi.AssemblyInfo.cs
- DataPipelineApi.AssemblyInfoInputs.cache
- DataPipelineApi.assets.cache
- DataPipelineApi.csproj.AssemblyReference.cache
- DataPipelineApi.csproj.CopyComplete
- DataPipelineApi.csproj.CoreCompileInputs.cache
- DataPipelineApi.csproj.FileListAbsolute.txt
- DataPipelineApi.dll
- DataPipelineApi.GeneratedMSBuildEditorConfig.editorconfig
- DataPipelineApi.genruntimeconfig.cache
- DataPipelineApi.GlobalUsings.g.cs
- DataPipelineApi.MvcApplicationPartsAssemblyInfo.cache
- DataPipelineApi.MvcApplicationPartsAssemblyInfo.cs
- DataPipelineApi.pdb
- staticwebassets.build.json
- DataPipelineApi.1.0.0.nuspec
- DataPipelineApi.1.0.2.nuspec
- DataPipelineApi.csproj.nuget.dgspec.json
- DataPipelineApi.csproj.nuget.g.props
- DataPipelineApi.csproj.nuget.g.targets
- project.assets.json
- project.nuget.cache
- AirflowOptions.cs
- AtlasOptions.cs
- DatabaseOptions.cs
- GEOptions.cs
- GitHubOptions.cs
- KafkaOptions.cs
- MinioOptions.cs
- MLflowOptions.cs
- AtlasService.cs
- BatchService.cs
- CIService.cs
- DbService.cs
- GEValidationService.cs
- IAtlasService.cs
- IBatchService.cs
- ICIService.cs
- IDbService.cs
- IGEValidationService.cs
- IKafkaService.cs
- IMLflowService.cs
- IMonitoringService.cs
- IStorageService.cs
- IStreamingService.cs
- KafkaService.cs
- MinioService.cs
- MLflowService.cs
- MonitoringService.cs
- StreamingService.cs
- DataPipelineApi.csproj
- Program.cs
- appsettings.json
- appsettings.Production.json
- Dockerfile
- NuGet.config
- publish_nuget.sh
- README.md
- deploy-blue-green.sh
- deploy-canary.sh
- deploy.sh
- init_db.sql
- init_warehouse.sql
- setup-advanced-deployments.sh
- __init__.py
- init_warehouse.sql
- snowflake_connector.py
- Dockerfile
- spark_batch_job.py
- spark_streaming_job.py
- aws_s3_influxdb.py
- hadoop_batch_processing.py
- mongodb_streaming.py
- redis_integration.py
- argo-rollouts.tf
- ec2.tf
- eks.tf
- load-balancer-controller.tf
- networking.tf
- outputs.tf
- providers.tf
- rds.tf
- s3.tf
- security.tf
- terraform.tfvars.example
- variables.tf
- __init__.py
- test_data_validation.py
- test_docker_infrastructure.py
- test_kafka_producer.py
- test_pipeline_config.py
- test_snowflake.py
- test_warehouse_sql.py
- .dockerignore
- .editorconfig
- .env.example
- .gitignore
- .prettierignore
- .prettierrc
- api.sh
- ARCHITECTURE.md
- CITATION.cff
- data_pipeline_setup.sh
- DEPLOYMENT_STRATEGIES.md
- docker-compose.ci.yaml
- docker-compose.lite.yaml
- docker-compose.yaml
- End_to_End_Data_Pipeline.ipynb
- index.html
- LICENSE
- Makefile
- pyproject.toml
- QUICK_START.md
- README.md
- requirements.txt
- serve_wiki.py
# Installation Guide
1. Get the code
git clone https://github.com/hoangsonww/End-to-End-Data-Pipeline
Downloads the entire project code from GitHub to your computer.
cd End-to-End-Data-Pipeline
Moves into the project folder you just downloaded.
2. Docker
Easy RecommendedPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
DC[Docker Compose<br/>make deploy-local]
Runs the command against the services defined in the compose file.
DL[Docker Compose Lite<br/>make deploy-lite]
Runs the command against the services defined in the compose file.
โโโ docker-compose.yaml # 20 services
Runs the command against the services defined in the compose file.
โโโ docker-compose.ci.yaml # CI-specific compose
Runs the command against the services defined in the compose file.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
Pulled directly from this repo's README.
3. .NET
MediumPrerequisites
โ โโโ templates/ # 8 templates (airflow, spark, dotnet-api, kafka-producer, configmap, secrets, namespace)
Type this command into your terminal and run it.
After dotnet run, check the message or address shown in the terminal.
Pulled directly from this repo's README.
4. Python
EasyPrerequisites
pip install -r airflow/requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
jupyter notebook
Launches Jupyter in your browser so you can open and run the notebook (.ipynb) files.
If it runs without errors and prints output in the terminal, it worked.
5. Make
MediumPrerequisites
- Git Needed to download the project code from GitHub.
- Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
make build
Compiles the code based on the generated build configuration to produce an executable.
make up
Compiles the code based on the generated build configuration to produce an executable.
make health
Compiles the code based on the generated build configuration to produce an executable.
make urls
Compiles the code based on the generated build configuration to produce an executable.
make trigger-batch
Compiles the code based on the generated build configuration to produce an executable.
If it finishes without errors, it worked. Try running the generated executable directly.
Pulled directly from this repo's README.
// repository documentation
Was this content helpful?
(0 ratings)