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Determined
Google BigQuery
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Run Commands
pachctl
pachctl auth
pachctl auth activate
pachctl auth check
pachctl auth check project
pachctl auth check repo
pachctl auth deactivate
pachctl auth get
pachctl auth get cluster
pachctl auth get enterprise
pachctl auth get project
pachctl auth get repo
pachctl auth get-config
pachctl auth get-groups
pachctl auth get-robot-token
pachctl auth login
pachctl auth logout
pachctl auth revoke
pachctl auth roles-for-permission
pachctl auth rotate-root-token
pachctl auth set
pachctl auth set cluster
pachctl auth set enterprise
pachctl auth set project
pachctl auth set repo
pachctl auth set-config
pachctl auth use-auth-token
pachctl auth whoami
pachctl buildinfo
pachctl completion
pachctl completion bash
pachctl completion zsh
pachctl config
pachctl config delete
pachctl config delete context
pachctl config get
pachctl config get active-context
pachctl config get active-enterprise-context
pachctl config get context
pachctl config get metrics
pachctl config import-kube
pachctl config list
pachctl config list context
pachctl config set
pachctl config set active-context
pachctl config set active-enterprise-context
pachctl config set context
pachctl config set metrics
pachctl config update
pachctl config update context
pachctl connect
pachctl copy
pachctl copy file
pachctl create
pachctl create branch
pachctl create defaults
pachctl create pipeline
pachctl create project
pachctl create repo
pachctl create secret
pachctl debug
pachctl debug analyze
pachctl debug binary
pachctl debug dump
pachctl debug local
pachctl debug log-level
pachctl debug profile
pachctl debug template
pachctl delete
pachctl delete all
pachctl delete branch
pachctl delete commit
pachctl delete defaults
pachctl delete file
pachctl delete job
pachctl delete pipeline
pachctl delete project
pachctl delete repo
pachctl delete secret
pachctl delete transaction
pachctl diff
pachctl diff file
pachctl draw
pachctl draw pipeline
pachctl edit
pachctl edit pipeline
pachctl enterprise
pachctl enterprise deactivate
pachctl enterprise get-state
pachctl enterprise heartbeat
pachctl enterprise pause
pachctl enterprise pause-status
pachctl enterprise register
pachctl enterprise sync-contexts
pachctl enterprise unpause
pachctl exit
pachctl find
pachctl find commit
pachctl finish
pachctl finish commit
pachctl finish transaction
pachctl fsck
pachctl get
pachctl get file
pachctl glob
pachctl glob file
pachctl idp
pachctl idp create-client
pachctl idp create-connector
pachctl idp delete-client
pachctl idp delete-connector
pachctl idp get-client
pachctl idp get-config
pachctl idp get-connector
pachctl idp list-client
pachctl idp list-connector
pachctl idp set-config
pachctl idp update-client
pachctl idp update-connector
pachctl inspect
pachctl inspect branch
pachctl inspect cluster
pachctl inspect commit
pachctl inspect datum
pachctl inspect defaults
pachctl inspect file
pachctl inspect job
pachctl inspect pipeline
pachctl inspect project
pachctl inspect repo
pachctl inspect secret
pachctl inspect transaction
pachctl kube-events
pachctl license
pachctl license activate
pachctl license add-cluster
pachctl license delete-all
pachctl license delete-cluster
pachctl license get-state
pachctl license list-clusters
pachctl license update-cluster
pachctl list
pachctl list branch
pachctl list commit
pachctl list datum
pachctl list file
pachctl list job
pachctl list pipeline
pachctl list project
pachctl list repo
pachctl list secret
pachctl list transaction
pachctl logs
pachctl loki
pachctl mount
pachctl port-forward
pachctl put
pachctl put file
pachctl rerun
pachctl rerun pipeline
pachctl restart
pachctl restart datum
pachctl resume
pachctl resume transaction
pachctl run
pachctl run cron
pachctl run pfs-load-test
pachctl run pps-load-test
pachctl shell
pachctl squash
pachctl squash commit
pachctl start
pachctl start commit
pachctl start pipeline
pachctl start transaction
pachctl stop
pachctl stop job
pachctl stop pipeline
pachctl stop transaction
pachctl subscribe
pachctl subscribe commit
pachctl unmount
pachctl update
pachctl update defaults
pachctl update pipeline
pachctl update project
pachctl update repo
pachctl validate
pachctl validate pipeline
pachctl version
pachctl wait
pachctl wait commit
pachctl wait job
Debug
Common Issues
Debug Pipelines
Troubleshooting Deployments
View Audit Logs
View Kubernetes Logs
Pachyderm SDK
Client Initialization (Start Here)
Method Mapping
First Project
Examples
Breast Cancer Detection
Distributed Image Processing
Spout Pipelines
Reference Docs
Contribute
Coding Conventions
Contributor Setup
Developing on Windows with VSCode
Documentation Style Guide

Get Started

Announcements

  • Pachyderm 2.8.0 is out! Download it here.
  • The release of our new Python Pachyderm SDK is now available.
  • View our new Changelog!

Community & Events

Join our Slack Community to get help and leave feedback.

Check out our GitHub Repo.

Deploy Anywhere

Discover how to set up Pachyderm locally or in the cloud.

Follow Tutorials

Data Preparation

Learn how to mount, ingest, and batch data to use in your pipelines.

Volume Mounting Datum Batching File Data Ingestion SQL Data Ingestion Transactions

Pipeline

Learn how to build a docker image containing your transformation code and build various types of pipelines.

Docker Image + User Code Standard ML Pipeline Auto ML Pipeline Multi-Pipeline DAG Data Parallelism Pipeline Task Parallelism Pipeline

1. Install

pip install pachyderm_sdk

2. Import

from pachyderm_sdk import Client from pachyderm_sdk.api import pfs, pps

3. Test Your Connection

c = Client(host="localhost", port="80") version = c.get_version() print(version)