cloudera/cm_ext

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cloudera/cm_ext

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Cloudera Manager Extensibility Tools and Documentation.

Cloudera Manager Extensions

Documentation and tools for creating Cloudera Manager extensions

Tools are in this git repo
Validator for parcels and CSDs
make_manifest script to create a manifest for a parcel repository
Documentation is in the wiki

Requirements

validator
- Java 7
- Maven 3 (to build)
make_manifest
- Python 2.7/3.3 or higher

Running the Validator

Building the validator creates an executable jar file. Make sure a java jre is installed and in the path.

$ mvn install
$ cd validator
$ java -jar target/validator.jar <arguments>

Running make_manifest

$ python make_manifest/make_manifest.py <path to directory>

All source in this repository is Apache-Licensed.

hue

Open source SQL Query Assistant service for Databases/Warehouses

livy

Livy is an open source REST interface for interacting with Apache Spark from anywhere

flume

WE HAVE MOVED to Apache Incubator. https://cwiki.apache.org/FLUME/ . Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log data. It has a simple and flexible architecture based on streaming data flows. It is robust and fault tolerant with tunable reliability mechanisms and many failover and recovery mechanisms. The system is centrally managed and allows for intelligent dynamic management. It uses a simple extensible data model that allows for online analytic applications.

impyla

Python DB API 2.0 client for Impala and Hive (HiveServer2 protocol)

cm_api

Cloudera Manager API Client

cdh-twitter-example

Example application for analyzing Twitter data using CDH - Flume, Oozie, Hive

cloudera-playbook

Cloudera deployment automation with Ansible

flink-tutorials

impala-tpcds-kit

TPC-DS Kit for Impala

kitten

The fast and fun way to write YARN applications.

cloudera-scripts-for-log4j

Scripts for addressing log4j zero day security issue

kudu-examples

Example code for Kudu

python-ngrams

clusterdock

hs2client

C++ native client for Impala and Hive, with Python / pandas bindings

impala-udf-samples

Sample UDF and UDAs for Impala.

director-scripts

Cloudera Director sample code

cm_csds

A collection of Custom Service Descriptors

bigtop

Bigtop is a project for the development of packaging and tests of the Apache Hadoop ecosystem. The primary goal of Bigtop is to build a community around the packaging and interoperability testing of Hadoop-related projects. This includes testing at various levels (packaging, platform, runtime, upgrade, etc...) developed by a community with a focus on the system as a whole, rather than individual projects.

CML_AMP_LLM_Chatbot_Augmented_with_Enterprise_Data

cdh-package

ades

An analysis of adverse drug event data using Hadoop, R, and Gephi

kafka-examples

Kafka Examples repository.

mapreduce-tutorial

llama

Llama - Low Latency Application MAster

seismichadoop

System for performing seismic data processing on a Hadoop cluster.

CML_AMP_Anomaly_Detection

Apply modern, deep learning techniques for anomaly detection to identify network intrusions.

mahout

parquet-examples

Example programs and scripts for accessing parquet files

dist_test

Impala

Real-time Query for Hadoop; mirror of Apache Impala

native-toolchain

emailarchive

Hadoop for archiving email

dbt-impala

A dbt adapter for Apache Impala & Cloudera Data Platform

cdsw-training

Example Python and R code for Cloudera Data Science Workbench training

navigator-sdk

dbt-hive

The dbt-hive adapter allows you to use dbt with Apache Hive and Cloudera Data Platform.

director-sdk

Cloudera Director API clients

thrift_sasl

Thrift SASL module that implements TSaslClientTransport

tutorial-assets

Assets used in Cloudera Tutorials

community-ml-runtimes

squeasel

python-sasl

Python wrapper for Cyrus SASL

cod-examples

sqoop2

CML_AMP_Explainability_LIME_SHAP

Learn how to explain ML models using LIME and SHAP.

Jupyter Notebook

CML_AMP_Few-Shot_Text_Classification

Perform topic classification on news articles in several limited-labeled data regimes.

Jupyter Notebook

earthquake

cmlextensions

Added functionality to the cml python package

ml-runtimes

CML_AMP_Image_Analysis

Build a semantic search application with deep learning models.

Jupyter Notebook

cloudera-airflow-plugins

CML_AMP_Continuous_Model_Monitoring

Demonstration of how to perform continuous model monitoring on CML using Model Metrics and Evidently.ai dashboards

strata-tutorial-2016-nyc

cdp-sdk-java

Cloudera CDP SDK for Java

director-aws-plugin

Cloudera Director - Amazon Web Services integration

logredactor

CML_AMP_Churn_Prediction

Build an scikit-learn model to predict churn using customer telco data.

Jupyter Notebook

phoenix

dbt-impala-example

A demo project for dbt-impala adapter for dbt

poisson_sampling

cml-training

Example Python and R code for Cloudera Machine Learning (CML) training

Applied-ML-Prototypes

director-google-plugin

Cloudera Director - Google Cloud Platform integration

cdpcli

CDP command line interface (CLI)

cdp-dev-docs

CML_AMP_Canceled_Flight_Prediction

Perform analytics on a large airline dataset with Spark and build an XGBoost model to predict flight cancellations.

Jupyter Notebook

CML_AMP_Structural_Time_Series

Applying a structural time series approach to California hourly electricity demand data.

director-spi

Cloudera Director Service Provider Interface

CML_AMP_Question_Answering

Explore an emerging NLP capability with WikiQA, an automated question answering system built on top of Wikipedia.

CML_AMP_Intelligent-QA-Chatbot-with-NiFi-Pinecone-and-Llama2

The prototype deploys an Application in CML using a Llama2 model from Hugging Face to answer questions augmented with knowledge extracted from the website. This prototype introduces Pinecone as a database for storing vectors for semantic search.

dbt-hive-example

A sample project for dbt-hive adapter with Cloudera Data Platform

terraform-provider-cdp

terraform-provider-cdp

cmlutils

crcutil

datafu

flink-basic-auth-handler

flink-basic-auth-handler

partner-engineering

Cloudera Partner Engineering Tools

cybersec

cdpcurl

Curl like tool with CDP request signing.

CML_AMP_MLFlow_Tracking

Experiment tracking with MLFlow.

hcatalog-examples

Sample code for reading and writing tables with hcatalog

CML_AMP_Dask_on_CML

CML_AMP_Dask_on_CML

Jupyter Notebook

CML_AMP_Streamlit_on_CML

Demonstration of how to use Streamlit as a CML Application.

CML_AMP_Video_Classification

Demonstration of how to perform video classification using pre-trained TensorFlow models.

Jupyter Notebook

opdb-docker

github-jira-gateway

A Grails app to serve as a gateway between an internal GitHub Enterprise server and an external JIRA server

blog-eclipse

CML_llm-hol

Jupyter Notebook

CML_AMP_SpaCy_Entity_Extraction

A Jupyter notebook demonstrating entity extraction on headlines with SpaCy.

Jupyter Notebook

flink-kerberos-auth-handler

flink-kerberos-auth-handler

CML_AMP_Object_Detection_Inference

Interact with a blog-style Streamlit application to visually unpack the inference workflow of a modern, single-stage object detector.

dbt-spark-cde-example

CML_AMP_Intelligent_Writing_Assistance

CML_AMP_Intelligent_Writing_Assistance

dbt-spark-livy-example

dbt-spark-livy-example

CML_AMP_LLM_Fine_Tuning_Studio

CML_AMP_APIv2

Demonstration of how to use the CML API to interact with CML.

Jupyter Notebook

director-azure-plugin

Cloudera Director - Microsoft Azure Integration

observability

Cloudera Observability related artifacts including Grafana charts and Alert definitions

altus-sdk-java-samples

[EOL] Samples for the Cloudera Altus SDK for Java