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Title: Utilities - Dataiku Developer Guide

Open Graph Title: Utilities

Description: These classes are various utilities that are used in various parts of the API.

Open Graph Description: These classes are various utilities that are used in various parts of the API.

Opengraph URL: https://developer.dataiku.com/latest/api-reference/python/utils.html

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Datasets (reading and writing data)https://developer.dataiku.com/latest/concepts-and-examples/datasets/datasets-data.html
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Visual Machine learninghttps://developer.dataiku.com/latest/concepts-and-examples/ml.html
Experiment Trackinghttps://developer.dataiku.com/latest/concepts-and-examples/experiment-tracking.html
Statistics worksheetshttps://developer.dataiku.com/latest/concepts-and-examples/statistics.html
API Designerhttps://developer.dataiku.com/latest/concepts-and-examples/api-designer/index.html
Calling another endpointhttps://developer.dataiku.com/latest/concepts-and-examples/api-designer/inter-calling.html
Access HTTP Request Metadatahttps://developer.dataiku.com/latest/concepts-and-examples/api-designer/request-metadata.html
Return custom HTTP responseshttps://developer.dataiku.com/latest/concepts-and-examples/api-designer/custom-responses.html
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Jobshttps://developer.dataiku.com/latest/concepts-and-examples/jobs.html
Authentication information and impersonationhttps://developer.dataiku.com/latest/concepts-and-examples/authinfo.html
Importing tables as datasetshttps://developer.dataiku.com/latest/concepts-and-examples/tables-import.html
Wikishttps://developer.dataiku.com/latest/concepts-and-examples/wiki.html
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Performing SQL, Hive and Impala querieshttps://developer.dataiku.com/latest/concepts-and-examples/sql.html
SQL Queryhttps://developer.dataiku.com/latest/concepts-and-examples/sqlquery.html
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Streaming Endpointshttps://developer.dataiku.com/latest/concepts-and-examples/streaming-endpoints.html
Snowparkhttps://developer.dataiku.com/latest/concepts-and-examples/snowpark.html
Databricks Connecthttps://developer.dataiku.com/latest/concepts-and-examples/databricks-connect.html
Bigframeshttps://developer.dataiku.com/latest/concepts-and-examples/bigframes.html
Metrics and checkshttps://developer.dataiku.com/latest/concepts-and-examples/metrics.html
Model Evaluation Storeshttps://developer.dataiku.com/latest/concepts-and-examples/model-evaluation-stores.html
Administrationhttps://developer.dataiku.com/latest/concepts-and-examples/administration.html
Utilitieshttps://developer.dataiku.com/latest/concepts-and-examples/utils.html
Clustershttps://developer.dataiku.com/latest/concepts-and-examples/clusters.html
Code Studioshttps://developer.dataiku.com/latest/concepts-and-examples/code-studios.html
Fleet Managerhttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/index.html
The main FMClient classhttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/fmclient.html
Fleet Manager Instanceshttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/fminstances.html
Fleet Manager Virtual Networkshttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/virtualnetworks.html
Fleet Manager Instance Templateshttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/instancetemplates.html
Load Balancershttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/loadbalancers.html
Fleet Manager Accountshttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/accounts.html
Fleet Manager Tenanthttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/tenant.html
Fleet Manager Futurehttps://developer.dataiku.com/latest/concepts-and-examples/fleetmanager/future.html
Dataiku Governhttps://developer.dataiku.com/latest/concepts-and-examples/govern/index.html
The main GovernClient classhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-client.html
Artifactshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-artifacts/index.html
Govern Artifactshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-artifacts/govern-artifacts.html
Govern Artifact Workflowhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-artifacts/govern-artifact-workflow.html
Govern Artifact Searchhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-artifacts/govern-artifact-search.html
Retrieve files from Govern artifactshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-artifacts/govern-uploaded-files.html
Retrieve time series data from Govern artifactshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-artifacts/govern-time-series.html
Administrationhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-administration/index.html
Authentication information and impersonationhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-administration/govern-authinfo.html
Users and groupshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-administration/govern-users-groups.html
Other administration taskshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-administration/govern-other-administration.html
Govern Roles and Permissionshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-administration/govern-admin-roles-permissions/index.html
Add a rule to assign a role to a new userhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-administration/govern-admin-roles-permissions/govern-role-assignment.html
Bootstrap default groups matching provided roleshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-administration/govern-admin-roles-permissions/govern-rules.html
Utilitieshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-administration/govern-utils.html
Advanced Governhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/index.html
Scripts for Governance Policieshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-policies-with-script.html
Govern Custom Pageshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-custom-pages.html
Govern Custom Pages Handlerhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-custom-pages-handler.html
Automate actions with Govern Hookshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-hooks.html
Govern Actionshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-actions.html
Govern Blueprint Designerhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-admin-blueprint-designer/index.html
View blueprints and blueprint versionshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-admin-blueprint-designer/govern-blueprints-blueprint-versions.html
Fork a Govern project blueprint versionhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-admin-blueprint-designer/govern-fork-blueprint-version.html
Script a blueprint migrationhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-admin-blueprint-designer/govern-blueprint-migration.html
Govern Blueprint HTML Documentationhttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-advanced/govern-admin-blueprint-designer/govern-blueprint-html-documentation.html
Govern Helpershttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-helpers/index.html
Dataiku and Govern items getter helpers functionshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-helpers/list-govern-dataiku-items.html
Dataiku and Govern items modifier helpers functionshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-helpers/delete-govern-dataiku-items.html
Govern Deploymentshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-deployments/index.html
Governance checks with multi envshttps://developer.dataiku.com/latest/concepts-and-examples/govern/govern-deployments/govern-multi-envs.html
Workspaceshttps://developer.dataiku.com/latest/concepts-and-examples/workspaces.html
Data Collectionshttps://developer.dataiku.com/latest/concepts-and-examples/data-collections.html
Data Qualityhttps://developer.dataiku.com/latest/concepts-and-examples/data-quality.html
Webappshttps://developer.dataiku.com/latest/concepts-and-examples/webapps.html
Tutorialshttps://developer.dataiku.com/latest/tutorials/index.html
Administrationhttps://developer.dataiku.com/latest/tutorials/admin/index.html
Monitoring Disk Usagehttps://developer.dataiku.com/latest/tutorials/admin/monitoring-disk-usage.html
Retrieve AWS Credentials from Dataiku APIhttps://developer.dataiku.com/latest/tutorials/admin/retrieve-aws-credentials-from-dataikuapi/index.html
AI Governancehttps://developer.dataiku.com/latest/tutorials/govern/index.html
Hooks and Scenarioshttps://developer.dataiku.com/latest/tutorials/govern/hooks-and-scenarios/index.html
Data Engineeringhttps://developer.dataiku.com/latest/tutorials/data-engineering/index.html
Data quality assessments (SQL Datasets)https://developer.dataiku.com/latest/tutorials/data-engineering/data-quality-sql/index.html
Leveraging SQL in Python & Rhttps://developer.dataiku.com/latest/tutorials/data-engineering/sql-in-code/index.html
Leveraging MOSTLY AI for Synthetic Data Generationhttps://developer.dataiku.com/latest/tutorials/data-engineering/mostly-ai-synthetic-data/index.html
Using Bigframes Python in Dataiku: basicshttps://developer.dataiku.com/latest/tutorials/data-engineering/bigframes-basics/index.html
Using Dask DataFrames in Dataikuhttps://developer.dataiku.com/latest/tutorials/data-engineering/dask-dataframe/index.html
Using Databricks Connect Python in Dataiku: basicshttps://developer.dataiku.com/latest/tutorials/data-engineering/databricks-connect-basics/index.html
Using Snowpark Python in Dataiku: basicshttps://developer.dataiku.com/latest/tutorials/data-engineering/snowpark-basics/index.html
Using Spark RAPIDS on Dataikuhttps://developer.dataiku.com/latest/tutorials/data-engineering/spark-rapids/index.html
Sessionization in SQL, Hive, and Pythonhttps://developer.dataiku.com/latest/tutorials/data-engineering/sessionization/index.html
Developer toolshttps://developer.dataiku.com/latest/tutorials/devtools/index.html
Dataiku APIhttps://developer.dataiku.com/latest/tutorials/devtools/api.html
Dataiku’s Public API: A Comprehensive Guidehttps://developer.dataiku.com/latest/tutorials/devtools/public-api-intro/index.html
Using Dataiku’s Python packageshttps://developer.dataiku.com/latest/tutorials/devtools/python-client/index.html
Dataiku REST APIhttps://developer.dataiku.com/latest/tutorials/devtools/rest-api/index.html
IDE extensionshttps://developer.dataiku.com/latest/tutorials/devtools/IDE.html
VSCode extension for Dataikuhttps://developer.dataiku.com/latest/tutorials/devtools/vscode-extension/index.html
PyCharm plugin for Dataikuhttps://developer.dataiku.com/latest/tutorials/devtools/pycharm-plugin/index.html
Code Studiohttps://developer.dataiku.com/latest/tutorials/devtools/code-studio.html
My first Code Studiohttps://developer.dataiku.com/latest/tutorials/devtools/code-studio/first-code-studio/index.html
Editing Codehttps://developer.dataiku.com/latest/tutorials/devtools/using-vscode-for-code-studios/index.html
Editing Code Agenthttps://developer.dataiku.com/latest/tutorials/devtools/code-studio/edit-agent/index.html
Using OpenCodehttps://developer.dataiku.com/latest/tutorials/devtools/code-studio/using-code-assistant-opencode/index.html
Using JupyterLabhttps://developer.dataiku.com/latest/tutorials/devtools/using-jupyterlab-in-code-studios/index.html
Using RSudiohttps://developer.dataiku.com/latest/tutorials/devtools/using-rstudio-for-code-studios/index.html
Git usage in Dataikuhttps://developer.dataiku.com/latest/tutorials/devtools/git.html
Git basics in Dataikuhttps://developer.dataiku.com/latest/tutorials/devtools/git-dss-setup/index.html
Git collaborationhttps://developer.dataiku.com/latest/tutorials/devtools/git-collaboration/index.html
Using the API to interact with git for project versioninghttps://developer.dataiku.com/latest/tutorials/devtools/using-api-with-git-project/index.html
Miscellaneoushttps://developer.dataiku.com/latest/tutorials/devtools/miscellaneous.html
Using external libraries for projectshttps://developer.dataiku.com/latest/tutorials/devtools/shared-code/index.html
Running unit tests on project librarieshttps://developer.dataiku.com/latest/tutorials/devtools/project-libs-unit-tests/index.html
Generative AIhttps://developer.dataiku.com/latest/tutorials/genai/index.html
Agents & toolshttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/index.html
Creating an Inline Python Toolhttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/inline-python-tool/index.html
Creating a custom toolhttps://developer.dataiku.com/latest/tutorials/plugins/custom-tools/generality/index.html
Leveraging a custom tool in a Visual Agenthttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/visual-agent/index.html
Creating and using a Code Agenthttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/code-agent/index.html
Integrating an agent frameworkhttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/integrating-agent-framework/index.html
Creating a custom agenthttps://developer.dataiku.com/latest/tutorials/plugins/agent/generality/index.html
Creating a custom LLM Connectionhttps://developer.dataiku.com/latest/tutorials/plugins/llm-connection/generality/index.html
Multi agents: sequential workflowhttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/multi-agent/index.html
LLM Mesh agentic applicationshttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/llm-agentic/index.html
Defining and using tools with the LLM Meshhttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/llm-agentic/tools/index.html
Creating an LLM-based agent that uses multiple toolshttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/llm-agentic/agents/index.html
Building a Web Application with the agenthttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/llm-agentic/webapps/index.html
Connecting to an external Vector Storehttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/external-vector/index.html
Model Context Protocol (MCP)https://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/mcp/index.html
Building your MCP Server in Dataikuhttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/mcp/my-mcp/index.html
Building and using an agent with Dataiku’s LLM Mesh and Langchainhttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/agent/index.html
Using the LLM Mesh to parse and output JSON objectshttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/json-output/index.html
Building Auto Prompt Strategies with DSPy in Dataikuhttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/auto-prompt/index.html
Adding traces to your Agenthttps://developer.dataiku.com/latest/tutorials/genai/agents-and-tools/traces/index.html
Pre-training an LLMhttps://developer.dataiku.com/latest/tutorials/genai/llm/pre-training/index.html
Multimodal capabilitieshttps://developer.dataiku.com/latest/tutorials/genai/multimodal/index.html
Images Generationhttps://developer.dataiku.com/latest/tutorials/genai/multimodal/images-and-text/images-generation/index.html
Images Captioninghttps://developer.dataiku.com/latest/tutorials/genai/multimodal/images-and-text/images-captioning/index.html
Generative Adversarial Networkshttps://developer.dataiku.com/latest/tutorials/genai/multimodal/gan/images-generation/index.html
Natural languagehttps://developer.dataiku.com/latest/tutorials/genai/nlp/index.html
Programmatic RAG with Dataiku’s LLM Mesh and Langchainhttps://developer.dataiku.com/latest/tutorials/genai/nlp/llm-mesh-rag/index.html
RAG: Improving your Knowledge Bank retrievalhttps://developer.dataiku.com/latest/tutorials/genai/nlp/improve-kb-rag/index.html
Creating and using a Knowledge Bankhttps://developer.dataiku.com/latest/tutorials/genai/nlp/create-knowledge-bank/index.html
Using LLM Mesh to benchmark zero-shot classification modelshttps://developer.dataiku.com/latest/tutorials/genai/nlp/llm-mesh-zero-shot/index.html
Zero-shot text classification with the LLM Meshhttps://developer.dataiku.com/latest/tutorials/genai/nlp/llm-zero-shot-clf/index.html
Few-shot classification with the LLM Meshhttps://developer.dataiku.com/latest/tutorials/genai/nlp/llm-mesh-few-shot-clf/index.html
Using standard OpenAI API calls via the LLM Meshhttps://developer.dataiku.com/latest/tutorials/genai/nlp/openaiXmesh/index.html
Customizing a Text Embedding Model for RAG Applicationshttps://developer.dataiku.com/latest/tutorials/genai/nlp/fine-tuning-embedding-model/index.html
Webappshttps://developer.dataiku.com/latest/tutorials/webapps/gen-ai.html
API Endpoint on LLMhttps://developer.dataiku.com/latest/tutorials/webapps/common/api-llm/index.html
Dash: API LLM based agenthttps://developer.dataiku.com/latest/tutorials/webapps/dash/api-agent/index.html
Dash: GPT-powered web app assistanthttps://developer.dataiku.com/latest/tutorials/webapps/dash/chatGPT-web-assistant/index.html
Dash: LLM based agenthttps://developer.dataiku.com/latest/tutorials/webapps/dash/llm-based-agent/index.html
Gradio: First applicationhttps://developer.dataiku.com/latest/tutorials/webapps/gradio/first-webapp/index.html
Gradio: LLM based agenthttps://developer.dataiku.com/latest/tutorials/webapps/gradio/agent/index.html
Voilà: First applicationhttps://developer.dataiku.com/latest/tutorials/webapps/voila/first-webapp/index.html
Voilà: LLM based agenthttps://developer.dataiku.com/latest/tutorials/webapps/voila/agent/index.html
Machine Learninghttps://developer.dataiku.com/latest/tutorials/machine-learning/index.html
Quickstart Tutorialhttps://developer.dataiku.com/latest/tutorials/machine-learning/quickstart-tutorial/index.html
Step 1: Prepare the input dataset for ML modelinghttps://developer.dataiku.com/latest/tutorials/machine-learning/quickstart-tutorial/step1_data_preparation.html
Step 2: Test different Machine Learning models for heart failures predictionhttps://developer.dataiku.com/latest/tutorials/machine-learning/quickstart-tutorial/step2_ml_experiment.html
Step 3: Create a Dataiku Saved Model using the best-performing modelhttps://developer.dataiku.com/latest/tutorials/machine-learning/quickstart-tutorial/step3_ml_deploy_and_eval.html
Using LIME for Model Explainabilityhttps://developer.dataiku.com/latest/tutorials/machine-learning/models/lime/index.html
Predictive Model Maintenance for Binary Classificationhttps://developer.dataiku.com/latest/tutorials/machine-learning/models/predictive-maintenance/index.html
Using Reinforcement Learning for Hyperparameter Tuninghttps://developer.dataiku.com/latest/tutorials/machine-learning/others/reinforcement-learning/index.html
Transfer Learning Techniqueshttps://developer.dataiku.com/latest/tutorials/machine-learning/others/transfer-learning/index.html
Transductive Transfer Learninghttps://developer.dataiku.com/latest/tutorials/machine-learning/others/transfer-learning/transductive-learning.html
Unsupervised Transfer Learninghttps://developer.dataiku.com/latest/tutorials/machine-learning/others/transfer-learning/unsupervised-transfer-learning.html
Experiment Trackinghttps://developer.dataiku.com/latest/tutorials/machine-learning/experiment-tracking/index.html
Experiment Tracking with the PythonModel modulehttps://developer.dataiku.com/latest/tutorials/machine-learning/experiment-tracking/xgboost-pyfunc/index.html
Experiment Tracking for NLP with Keras/Tensorflowhttps://developer.dataiku.com/latest/tutorials/machine-learning/experiment-tracking/keras-nlp/index.html
Experiment tracking with Catboosthttps://developer.dataiku.com/latest/tutorials/machine-learning/experiment-tracking/catboost/index.html
Experiment tracking with LightGBMhttps://developer.dataiku.com/latest/tutorials/machine-learning/experiment-tracking/lightgbm/index.html
Experiment tracking with scikit-learnhttps://developer.dataiku.com/latest/tutorials/machine-learning/experiment-tracking/scikit-learn/index.html
Pre-trained Modelshttps://developer.dataiku.com/latest/tutorials/machine-learning/code-env-resources/index.html
Load and re-use a TensorFlow Hub modelhttps://developer.dataiku.com/latest/tutorials/machine-learning/code-env-resources/tf-resources/index.html
Load and re-use a PyTorch modelhttps://developer.dataiku.com/latest/tutorials/machine-learning/code-env-resources/pytorch-resources/index.html
Load and re-use a Hugging Face modelhttps://developer.dataiku.com/latest/tutorials/machine-learning/code-env-resources/hf-resources/index.html
Load and re-use a SentenceTransformers word embedding modelhttps://developer.dataiku.com/latest/tutorials/machine-learning/code-env-resources/sentence-transformers-resources/index.html
Load and re-use a spaCy named-entity recognition modelhttps://developer.dataiku.com/latest/tutorials/machine-learning/code-env-resources/spacy-resources/index.html
Load and re-use an NLTK tokenizerhttps://developer.dataiku.com/latest/tutorials/machine-learning/code-env-resources/nltk-resources/index.html
Model Importhttps://developer.dataiku.com/latest/tutorials/machine-learning/model-import/index.html
Importing serialized scikit-learn pipelines as Saved Models for MLOpshttps://developer.dataiku.com/latest/tutorials/machine-learning/model-import/scikit-pipeline/index.html
Model Exporthttps://developer.dataiku.com/latest/tutorials/machine-learning/model-export/index.html
Wrapping an exported model in a CLI toolhttps://developer.dataiku.com/latest/tutorials/machine-learning/model-export/python-export-cli/index.html
Deploying a model to an edge device with AWS IoT Greengrasshttps://developer.dataiku.com/latest/tutorials/machine-learning/model-export/python-export-edge-deployment-aws-greengrass/index.html
Distributed ML Training using Rayhttps://developer.dataiku.com/latest/tutorials/machine-learning/others/distributed-training/index.html
Scanning Models with Protect AI Guardian Using Pythonhttps://developer.dataiku.com/latest/tutorials/machine-learning/others/protect-ai-guardian/index.html
Plugins developmenthttps://developer.dataiku.com/latest/tutorials/plugins/index.html
Forewordhttps://developer.dataiku.com/latest/tutorials/plugins/foreword.html
Creating and configuring a pluginhttps://developer.dataiku.com/latest/tutorials/plugins/creation-configuration/index.html
Setting up a dedicated instance for developing pluginshttps://developer.dataiku.com/latest/tutorials/plugins/setup-a-dev-env/index.html
Versioning for pluginhttps://developer.dataiku.com/latest/tutorials/plugins/git-versioning/index.html
Git integration for pluginshttps://developer.dataiku.com/latest/tutorials/plugins/git-versioning/generality/index.html
Plugin version management with Githttps://developer.dataiku.com/latest/tutorials/plugins/git-versioning/plugin-versioning/index.html
Datasetshttps://developer.dataiku.com/latest/tutorials/plugins/datasets/index.html
Creating a plugin Dataset componenthttps://developer.dataiku.com/latest/tutorials/plugins/datasets/generality/index.html
File Formathttps://developer.dataiku.com/latest/tutorials/plugins/file-format/index.html
Writing a plugin File Format component to allow ICal import in Dataikuhttps://developer.dataiku.com/latest/tutorials/plugins/file-format/ical-import/index.html
LLM Meshhttps://developer.dataiku.com/latest/tutorials/plugins/llm-mesh.html
Creating a custom agenthttps://developer.dataiku.com/latest/tutorials/plugins/agent/generality/index.html
Creating a custom toolhttps://developer.dataiku.com/latest/tutorials/plugins/custom-tools/generality/index.html
Creating a custom guardrailhttps://developer.dataiku.com/latest/tutorials/plugins/guardrail/generality/index.html
Creating a custom LLM Connectionhttps://developer.dataiku.com/latest/tutorials/plugins/llm-connection/generality/index.html
Macroshttps://developer.dataiku.com/latest/tutorials/plugins/macros/index.html
Creating a plugin Macro componenthttps://developer.dataiku.com/latest/tutorials/plugins/macros/generality/index.html
Writing a macro for project creationhttps://developer.dataiku.com/latest/tutorials/plugins/macros/project-creation/index.html
Writing a macro for managing regression testshttps://developer.dataiku.com/latest/tutorials/plugins/macros/test-regression-macro/index.html
Processor plugin componenthttps://developer.dataiku.com/latest/tutorials/plugins/processor/index.html
Creating a plugin Processor componenthttps://developer.dataiku.com/latest/tutorials/plugins/processor/generality/index.html
Project Standards Check componenthttps://developer.dataiku.com/latest/tutorials/plugins/project-standards/index.html
Creating a Project Standards Check componenthttps://developer.dataiku.com/latest/tutorials/plugins/project-standards/flow-zone-check.html
Prediction algorithmhttps://developer.dataiku.com/latest/tutorials/plugins/prediction-algorithm/index.html
Creating a plugin Prediction Algorithm componenthttps://developer.dataiku.com/latest/tutorials/plugins/prediction-algorithm/ml-algo/index.html
Recipeshttps://developer.dataiku.com/latest/tutorials/plugins/recipes/index.html
Creating a plugin Recipe componenthttps://developer.dataiku.com/latest/tutorials/plugins/recipes/generality/index.html
Writing a custom recipe to remove outliers from a datasethttps://developer.dataiku.com/latest/tutorials/plugins/recipes/recipes-clipping-dataset/index.html
Sample datasethttps://developer.dataiku.com/latest/tutorials/plugins/sample-dataset/index.html
Creating a sample datasethttps://developer.dataiku.com/latest/tutorials/plugins/sample-dataset/generality/index.html
Webappshttps://developer.dataiku.com/latest/tutorials/plugins/webapps/index.html
Turning an existing webapp into a webapp plugin componenthttps://developer.dataiku.com/latest/tutorials/plugins/webapps/generality/index.html
Webappshttps://developer.dataiku.com/latest/tutorials/webapps/index.html
Common subjects on webappshttps://developer.dataiku.com/latest/tutorials/webapps/common/index.html
Accessible resources from webappshttps://developer.dataiku.com/latest/tutorials/webapps/common/resources/index.html
Creating an API endpoint from webappshttps://developer.dataiku.com/latest/tutorials/webapps/common/api/index.html
Querying the LLM from an headless APIhttps://developer.dataiku.com/latest/tutorials/webapps/common/api-llm/index.html
Impersonation with webappshttps://developer.dataiku.com/latest/tutorials/webapps/common/impersonation/index.html
Bokehhttps://developer.dataiku.com/latest/tutorials/webapps/bokeh/index.html
Bokeh: Your first webapphttps://developer.dataiku.com/latest/tutorials/webapps/bokeh/basics/index.html
Dashhttps://developer.dataiku.com/latest/tutorials/webapps/dash/index.html
Create an empty dash webapphttps://developer.dataiku.com/latest/tutorials/webapps/dash/common-parts/create-the-webapp-empty-template.html
Dash: your first webapphttps://developer.dataiku.com/latest/tutorials/webapps/dash/basics/index.html
Display a Bar chart using Dashhttps://developer.dataiku.com/latest/tutorials/webapps/dash/display-charts/index.html
Create a simple admin project dashboard using Dash.https://developer.dataiku.com/latest/tutorials/webapps/dash/admin-dashboard/index.html
Create a simple multi-page webapphttps://developer.dataiku.com/latest/tutorials/webapps/dash/multi-page/index.html
Uploading or downloading files with Managed Folders in Dashhttps://developer.dataiku.com/latest/tutorials/webapps/dash/upload-download-files/index.html
How to create a form for data input?https://developer.dataiku.com/latest/tutorials/webapps/dash/form-to-submit-values/index.html
Simple scoring applicationhttps://developer.dataiku.com/latest/tutorials/webapps/dash/simple-scoring/index.html
Listing and deleting a selection of projectshttps://developer.dataiku.com/latest/tutorials/webapps/dash/delete-projects/index.html
Creating an API endpoint for using an LLM-Based agenthttps://developer.dataiku.com/latest/tutorials/webapps/dash/api-agent/index.html
Using Dash and LLM Mesh to build a GPT-powered web app assistanthttps://developer.dataiku.com/latest/tutorials/webapps/dash/chatGPT-web-assistant/index.html
Creating a Dash application using an LLM-based agenthttps://developer.dataiku.com/latest/tutorials/webapps/dash/llm-based-agent/index.html
Gradiohttps://developer.dataiku.com/latest/tutorials/webapps/gradio/index.html
Gradio: your first web applicationhttps://developer.dataiku.com/latest/tutorials/webapps/gradio/first-webapp/index.html
Creating a Gradio application using an LLM-based agenthttps://developer.dataiku.com/latest/tutorials/webapps/gradio/agent/index.html
Standard (HTML, CSS, JS)https://developer.dataiku.com/latest/tutorials/webapps/standard/index.html
HTML/CSS/JS: your first webapphttps://developer.dataiku.com/latest/tutorials/webapps/standard/basics/index.html
Adapt a D3.js Template in a Webapphttps://developer.dataiku.com/latest/tutorials/webapps/standard/adapt-d3js-template/index.html
Use Custom Static Files (Javascript, CSS) in a Webapphttps://developer.dataiku.com/latest/tutorials/webapps/standard/custom-static-files-kb/index.html
Uploading to Dataiku in a Webapphttps://developer.dataiku.com/latest/tutorials/webapps/standard/upload-file-kb/index.html
Downloading from a Dataiku Webapphttps://developer.dataiku.com/latest/tutorials/webapps/standard/download-file-kb/index.html
How to create a form for data input?https://developer.dataiku.com/latest/tutorials/webapps/standard/form-to-submit-values/index.html
Simple scoring applicationhttps://developer.dataiku.com/latest/tutorials/webapps/standard/simple-scoring/index.html
Streamlithttps://developer.dataiku.com/latest/tutorials/webapps/streamlit/index.html
Streamlit: your first webapphttps://developer.dataiku.com/latest/tutorials/webapps/streamlit/getting-started/index.html
Streamlit: your first webapp using code studiohttps://developer.dataiku.com/latest/tutorials/webapps/streamlit/basics/index.html
Use your own framework.https://developer.dataiku.com/latest/tutorials/webapps/code-studio/index.html
Basic setup: Code studio templatehttps://developer.dataiku.com/latest/tutorials/webapps/code-studio/template/index.html
Basic setup: Quickstart with Angular & Vue Templateshttps://developer.dataiku.com/latest/tutorials/webapps/code-studio/code-starters/index.html
Basic setup: Deploy your web applicationhttps://developer.dataiku.com/latest/tutorials/webapps/code-studio/deployment/index.html
Advanced setup: Code Studio template creationhttps://developer.dataiku.com/latest/tutorials/webapps/code-studio/configuring-code-studio/index.html
Advanced setup: Web application creation and publicationhttps://developer.dataiku.com/latest/tutorials/webapps/code-studio/web-application-creation/index.html
Voilàhttps://developer.dataiku.com/latest/tutorials/webapps/voila/index.html
Voilà: your first web applicationhttps://developer.dataiku.com/latest/tutorials/webapps/voila/first-webapp/index.html
Creating a Voilà application using an LLM-based agenthttps://developer.dataiku.com/latest/tutorials/webapps/voila/agent/index.html
xOpshttps://developer.dataiku.com/latest/tutorials/xOps/index.html
Project deploymenthttps://developer.dataiku.com/latest/tutorials/xOps/project-deployment/index.html
API Referencehttps://developer.dataiku.com/latest/api-reference/index.html
Pythonhttps://developer.dataiku.com/latest/api-reference/python/index.html
Indexhttps://developer.dataiku.com/latest/genindex.html
Datasetshttps://developer.dataiku.com/latest/api-reference/python/datasets.html
Managed foldershttps://developer.dataiku.com/latest/api-reference/python/managed-folders.html
The main API clienthttps://developer.dataiku.com/latest/api-reference/python/client.html
Interaction with Pysparkhttps://developer.dataiku.com/latest/api-reference/python/pyspark.html
Projectshttps://developer.dataiku.com/latest/api-reference/python/projects.html
Recipeshttps://developer.dataiku.com/latest/api-reference/python/recipes.html
Scenarioshttps://developer.dataiku.com/latest/api-reference/python/scenarios.html
Flow creation and managementhttps://developer.dataiku.com/latest/api-reference/python/flow.html
LLM Meshhttps://developer.dataiku.com/latest/api-reference/python/llm-mesh.html
Agentshttps://developer.dataiku.com/latest/api-reference/python/agents.html
Machine learninghttps://developer.dataiku.com/latest/api-reference/python/ml.html
Experiment Trackinghttps://developer.dataiku.com/latest/api-reference/python/experiment-tracking.html
Statistics worksheetshttps://developer.dataiku.com/latest/api-reference/python/statistics.html
API Designerhttps://developer.dataiku.com/latest/api-reference/python/api-designer.html
API Deployerhttps://developer.dataiku.com/latest/api-reference/python/api-deployer.html
Project Deployerhttps://developer.dataiku.com/latest/api-reference/python/project-deployer.html
Static insightshttps://developer.dataiku.com/latest/api-reference/python/static-insights.html
Jobshttps://developer.dataiku.com/latest/api-reference/python/jobs.html
Authentication information and impersonationhttps://developer.dataiku.com/latest/api-reference/python/authinfo.html
Importing tables as datasetshttps://developer.dataiku.com/latest/api-reference/python/tables-import.html
Wikihttps://developer.dataiku.com/latest/api-reference/python/wiki.html
Discussionshttps://developer.dataiku.com/latest/api-reference/python/discussions.html
Performing SQL, Hive and Impala querieshttps://developer.dataiku.com/latest/api-reference/python/sql.html
SQL Queryhttps://developer.dataiku.com/latest/api-reference/python/sqlquery.html
Project librarieshttps://developer.dataiku.com/latest/api-reference/python/project-libraries.html
Meaningshttps://developer.dataiku.com/latest/api-reference/python/meanings.html
Users and groupshttps://developer.dataiku.com/latest/api-reference/python/users-groups.html
Connectionshttps://developer.dataiku.com/latest/api-reference/python/connections.html
Scenarios (in a scenario)https://developer.dataiku.com/latest/api-reference/python/scenarios-inside.html
Code envshttps://developer.dataiku.com/latest/api-reference/python/code-envs.html
Pluginshttps://developer.dataiku.com/latest/api-reference/python/plugins.html
Project foldershttps://developer.dataiku.com/latest/api-reference/python/project-folders.html
Macroshttps://developer.dataiku.com/latest/api-reference/python/macros.html
Dataiku applicationshttps://developer.dataiku.com/latest/api-reference/python/dataiku-applications.html
Feature Storehttps://developer.dataiku.com/latest/api-reference/python/feature-store.html
Streaming endpointshttps://developer.dataiku.com/latest/api-reference/python/streaming-endpoints.html
Snowparkhttps://developer.dataiku.com/latest/api-reference/python/snowpark.html
Databricks Connecthttps://developer.dataiku.com/latest/api-reference/python/databricks-connect.html
Bigframeshttps://developer.dataiku.com/latest/api-reference/python/bigframes.html
Unified Monitoringhttps://developer.dataiku.com/latest/api-reference/python/unified-monitoring.html
Metrics and checkshttps://developer.dataiku.com/latest/api-reference/python/metrics.html
Model Evaluation Storeshttps://developer.dataiku.com/latest/api-reference/python/model-evaluation-stores.html
Other administration taskshttps://developer.dataiku.com/latest/api-reference/python/other-administration.html
Utilitieshttps://developer.dataiku.com/latest/api-reference/python/utils.html
Index of the dataiku packagehttps://developer.dataiku.com/latest/api-reference/python/dataiku-index.html
Index of the dataikuapi packagehttps://developer.dataiku.com/latest/api-reference/python/dataikuapi-index.html
API for plugin componentshttps://developer.dataiku.com/latest/api-reference/python/plugin-components/index.html
API for plugin recipeshttps://developer.dataiku.com/latest/api-reference/python/plugin-components/custom_recipes.html
API for plugin datasetshttps://developer.dataiku.com/latest/api-reference/python/plugin-components/custom_datasets.html
API for plugin formatshttps://developer.dataiku.com/latest/api-reference/python/plugin-components/custom_formats.html
API for plugin FS providershttps://developer.dataiku.com/latest/api-reference/python/plugin-components/custom_fsproviders.html
Clustershttps://developer.dataiku.com/latest/api-reference/python/clusters.html
Datadir footprinthttps://developer.dataiku.com/latest/api-reference/python/footprint.html
Code Studioshttps://developer.dataiku.com/latest/api-reference/python/code-studios.html
Fleet Managerhttps://developer.dataiku.com/latest/api-reference/python/fleetmanager.html
Governhttps://developer.dataiku.com/latest/api-reference/python/govern.html
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Data Collectionshttps://developer.dataiku.com/latest/api-reference/python/data-collections.html
Data Qualityhttps://developer.dataiku.com/latest/api-reference/python/data-quality.html
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Dashboardshttps://developer.dataiku.com/latest/api-reference/python/dashboards.html
Insightshttps://developer.dataiku.com/latest/api-reference/python/insights.html
Messaging channelshttps://developer.dataiku.com/latest/api-reference/python/messaging-channels.html
Project Standardshttps://developer.dataiku.com/latest/api-reference/python/project-standards.html
Enterprise Asset Libraryhttps://developer.dataiku.com/latest/api-reference/python/enterprise-asset-library.html
Agents Reviewhttps://developer.dataiku.com/latest/api-reference/python/agent-review.html
https://developer.dataiku.com/
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Back to top https://developer.dataiku.com/latest/api-reference/python/utils.html
#https://developer.dataiku.com/latest/api-reference/python/utils.html#utilities
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#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSDatasetSelectionBuilder.with_all_data_sampling
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSDatasetSelectionBuilder.with_random_fixed_nb_sampling
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSDatasetSelectionBuilder.with_selected_partitions
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSFilterBuilder
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSFilterBuilder.build
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSFilterBuilder.with_distinct
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSFilterBuilder.with_formula
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dataikuapi.dss.utils.DSSInfoMessagehttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessage
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dataikuapi.dss.utils.DSSInfoMessagehttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessage
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#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessages.max_severity
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#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessages.has_warning
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#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessage.severity
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessage.code
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessage.details
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessage.title
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessage.message
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter
DSSFilterhttps://developer.dataiku.com/latest/api-reference/python/recipes.html#dataikuapi.dss.utils.DSSFilter
DSSSimpleFilterOperatorhttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.to_dss_filter
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.from_dss_filter
DSSSimpleFilterhttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.to_dict
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.and_
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.or_
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.eq
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.neq
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.gt
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.gte
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.lt
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.lte
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.empty
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.not_empty
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.contains
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.matches
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.in_any_of
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter.in_none_of
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator
DSSSimpleFilterhttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.EQUALS
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.NOT_EQUALS
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.GREATER_THAN
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.LESS_THAN
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.GREATER_OR_EQUAL
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.LESS_OR_EQUAL
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.DEFINED
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.NOT_DEFINED
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.CONTAINS
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.MATCHES
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.IN_ANY_OF
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.IN_NONE_OF
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.AND
#https://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator.OR
Next Index of the dataiku package https://developer.dataiku.com/latest/api-reference/python/dataiku-index.html
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Furohttps://github.com/pradyunsg/furo
Utilitieshttps://developer.dataiku.com/latest/api-reference/python/utils.html
DSSDatasetSelectionBuilderhttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSDatasetSelectionBuilder
DSSFilterBuilderhttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSFilterBuilder
DSSInfoMessageshttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessages
DSSInfoMessagehttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSInfoMessage
DSSSimpleFilterhttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilter
DSSSimpleFilterOperatorhttps://developer.dataiku.com/latest/api-reference/python/utils.html#dataikuapi.dss.utils.DSSSimpleFilterOperator

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