[{"data":1,"prerenderedAt":3458},["ShallowReactive",2],{"navigation":3,"\u002Fblog\u002Fpython\u002Fpython-environment-management":1020,"\u002Fblog\u002Fpython\u002Fpython-environment-management-surround":3455},[4,59,188,271,449,613,802,842,1004],{"title":5,"type":6,"device":6,"path":7,"stem":8,"children":9,"page":41},"Get Started",null,"\u002Fget-started\u002F","01.get-started",[10,15,42,47,51,55],{"title":11,"path":12,"stem":13,"type":14,"device":6},"Welcome to UniteLabs","\u002Fget-started\u002Fwelcome\u002F","01.get-started\u002F00.welcome","landing",{"title":16,"type":6,"device":6,"path":17,"stem":18,"children":19,"page":41},"Setup","\u002Fget-started\u002Fsetup\u002F","01.get-started\u002F01.setup",[20,25,29,33,37],{"title":21,"path":22,"stem":23,"type":24,"device":6},"Get access","\u002Fget-started\u002Fsetup\u002Fget-access\u002F","01.get-started\u002F01.setup\u002F00.get-access","howto",{"title":26,"path":27,"stem":28,"type":24,"device":6},"GroundControl","\u002Fget-started\u002Fsetup\u002Fgroundcontrol\u002F","01.get-started\u002F01.setup\u002F10.groundcontrol",{"title":30,"path":31,"stem":32,"type":24,"device":6},"Connect to Platform","\u002Fget-started\u002Fsetup\u002Fconnect-to-platform\u002F","01.get-started\u002F01.setup\u002F20.connect-to-platform",{"title":34,"path":35,"stem":36,"type":24,"device":6},"Set up your development machine","\u002Fget-started\u002Fsetup\u002Fdeveloper-machine\u002F","01.get-started\u002F01.setup\u002F30.developer-machine",{"title":38,"path":39,"stem":40,"type":24,"device":6},"SDK installation","\u002Fget-started\u002Fsetup\u002Fsdk-installation\u002F","01.get-started\u002F01.setup\u002F40.sdk-installation",false,{"title":43,"path":44,"stem":45,"type":46,"device":6},"Control a device","\u002Fget-started\u002Fcontrol-a-device\u002F","01.get-started\u002F02.control-a-device","tutorial",{"title":48,"path":49,"stem":50,"type":46,"device":6},"Liquid handling as code","\u002Fget-started\u002Fliquid-handling-as-code\u002F","01.get-started\u002F03.liquid-handling-as-code",{"title":52,"path":53,"stem":54,"type":46,"device":6},"Automate your workflows","\u002Fget-started\u002Fautomate-your-workflows\u002F","01.get-started\u002F04.automate-your-workflows",{"title":56,"path":57,"stem":58,"type":6,"device":6},"Self-Paced Setup Guide","\u002Fget-started\u002Fself-onboarding\u002F","01.get-started\u002F90.self-onboarding",{"title":60,"type":6,"device":6,"path":61,"stem":62,"children":63,"page":41},"How-to","\u002Fhow-to\u002F","02.how-to",[64,118,163,180],{"title":65,"type":6,"device":6,"path":66,"stem":67,"children":68,"page":41},"Connectors and devices","\u002Fhow-to\u002Fintegrate\u002F","02.how-to\u002F02.integrate",[69,102],{"title":70,"type":6,"device":6,"path":71,"stem":72,"children":73,"page":41},"Connect a device","\u002Fhow-to\u002Fintegrate\u002Fconnect-a-device\u002F","02.how-to\u002F02.integrate\u002F20.connect-a-device",[74,78,82,86,90,94,98],{"title":75,"path":76,"stem":77,"type":24,"device":6},"Connector Configuration","\u002Fhow-to\u002Fintegrate\u002Fconnect-a-device\u002Fconnector-configuration\u002F","02.how-to\u002F02.integrate\u002F20.connect-a-device\u002F10.connector-configuration",{"title":79,"path":80,"stem":81,"type":24,"device":6},"With an executable","\u002Fhow-to\u002Fintegrate\u002Fconnect-a-device\u002Fwith-an-executable\u002F","02.how-to\u002F02.integrate\u002F20.connect-a-device\u002F20.with-an-executable",{"title":83,"path":84,"stem":85,"type":24,"device":6},"From source","\u002Fhow-to\u002Fintegrate\u002Fconnect-a-device\u002Ffrom-source\u002F","02.how-to\u002F02.integrate\u002F20.connect-a-device\u002F30.from-source",{"title":87,"path":88,"stem":89,"type":24,"device":6},"Build your own","\u002Fhow-to\u002Fintegrate\u002Fconnect-a-device\u002Fbuild-yourself\u002F","02.how-to\u002F02.integrate\u002F20.connect-a-device\u002F40.build-yourself",{"title":91,"path":92,"stem":93,"type":24,"device":6},"Headless install","\u002Fhow-to\u002Fintegrate\u002Fconnect-a-device\u002Fheadless-install\u002F","02.how-to\u002F02.integrate\u002F20.connect-a-device\u002F50.headless-install",{"title":95,"path":96,"stem":97,"type":24,"device":6},"Raspberry Pi","\u002Fhow-to\u002Fintegrate\u002Fconnect-a-device\u002Fraspberry-pi\u002F","02.how-to\u002F02.integrate\u002F20.connect-a-device\u002F55.raspberry-pi",{"title":99,"path":100,"stem":101,"type":24,"device":6},"Multi-device Networking","\u002Fhow-to\u002Fintegrate\u002Fconnect-a-device\u002Fmultiple-devices\u002F","02.how-to\u002F02.integrate\u002F20.connect-a-device\u002F60.multiple-devices",{"title":103,"type":6,"device":6,"path":104,"stem":105,"children":106,"page":41},"Use a device","\u002Fhow-to\u002Fintegrate\u002Fuse-a-device\u002F","02.how-to\u002F02.integrate\u002F30.use-a-device",[107,110,114],{"title":26,"path":108,"stem":109,"type":24,"device":6},"\u002Fhow-to\u002Fintegrate\u002Fuse-a-device\u002Fgroundcontrol\u002F","02.how-to\u002F02.integrate\u002F30.use-a-device\u002F10.groundcontrol",{"title":111,"path":112,"stem":113,"type":24,"device":6},"Platform","\u002Fhow-to\u002Fintegrate\u002Fuse-a-device\u002Fplatform\u002F","02.how-to\u002F02.integrate\u002F30.use-a-device\u002F20.platform",{"title":115,"path":116,"stem":117,"type":24,"device":6},"UniteLabs SDK & REST API","\u002Fhow-to\u002Fintegrate\u002Fuse-a-device\u002Fpython\u002F","02.how-to\u002F02.integrate\u002F30.use-a-device\u002F30.python",{"title":119,"type":6,"device":6,"path":120,"stem":121,"children":122,"page":41},"Workflows","\u002Fhow-to\u002Fautomate\u002F","02.how-to\u002F07.automate",[123,127,131,135,139,143,147,151,155,159],{"title":124,"path":125,"stem":126,"type":24,"device":6},"Deploy a workflow","\u002Fhow-to\u002Fautomate\u002Fdeploy-a-workflow\u002F","02.how-to\u002F07.automate\u002F30.deploy-a-workflow",{"title":128,"path":129,"stem":130,"type":24,"device":6},"Run a workflow","\u002Fhow-to\u002Fautomate\u002Frun-a-workflow\u002F","02.how-to\u002F07.automate\u002F35.run-a-workflow",{"title":132,"path":133,"stem":134,"type":24,"device":6},"CI\u002FCD for workflows","\u002Fhow-to\u002Fautomate\u002Fcicd-for-workflows\u002F","02.how-to\u002F07.automate\u002F40.cicd-for-workflows",{"title":136,"path":137,"stem":138,"type":24,"device":6},"HITL basics","\u002Fhow-to\u002Fautomate\u002Fbasic-hitl\u002F","02.how-to\u002F07.automate\u002F50.basic-hitl",{"title":140,"path":141,"stem":142,"type":24,"device":6},"Slack notifications and operator confirmation","\u002Fhow-to\u002Fautomate\u002Fslack-notifications\u002F","02.how-to\u002F07.automate\u002F52.slack-notifications",{"title":144,"path":145,"stem":146,"type":24,"device":6},"Typed operator inputs","\u002Fhow-to\u002Fautomate\u002Ftyped-operator-inputs\u002F","02.how-to\u002F07.automate\u002F55.typed-operator-inputs",{"title":148,"path":149,"stem":150,"type":24,"device":6},"Pause and resume a run","\u002Fhow-to\u002Fautomate\u002Fpause-and-resume\u002F","02.how-to\u002F07.automate\u002F57.pause-and-resume",{"title":152,"path":153,"stem":154,"type":24,"device":6},"Error recovery","\u002Fhow-to\u002Fautomate\u002Fbasic-error-handling\u002F","02.how-to\u002F07.automate\u002F60.basic-error-handling",{"title":156,"path":157,"stem":158,"type":24,"device":6},"Advanced error handling","\u002Fhow-to\u002Fautomate\u002Fadvanced-error-handling\u002F","02.how-to\u002F07.automate\u002F70.advanced-error-handling",{"title":160,"path":161,"stem":162,"type":24,"device":6},"Emit lineage events","\u002Fhow-to\u002Fautomate\u002Femitting-lineage-events\u002F","02.how-to\u002F07.automate\u002F90.emitting-lineage-events",{"title":164,"type":6,"device":6,"path":165,"stem":166,"children":167,"page":41},"Data","\u002Fhow-to\u002Fobserve\u002F","02.how-to\u002F08.observe",[168,172,176],{"title":169,"path":170,"stem":171,"type":24,"device":6},"File System Connector","\u002Fhow-to\u002Fobserve\u002Ffilesystem-connector\u002F","02.how-to\u002F08.observe\u002F10.filesystem-connector",{"title":173,"path":174,"stem":175,"type":24,"device":6},"Building an ETL","\u002Fhow-to\u002Fobserve\u002Fbuilding-an-etl\u002F","02.how-to\u002F08.observe\u002F20.building-an-etl",{"title":177,"path":178,"stem":179,"type":24,"device":6},"Read lineage events","\u002Fhow-to\u002Fobserve\u002Freading-lineage-events\u002F","02.how-to\u002F08.observe\u002F30.reading-lineage-events",{"title":111,"type":6,"device":6,"path":181,"stem":182,"children":183,"page":41},"\u002Fhow-to\u002Fplatform\u002F","02.how-to\u002F09.platform",[184],{"title":185,"path":186,"stem":187,"type":24,"device":6},"UniteLabs Desktop","\u002Fhow-to\u002Fplatform\u002Funitelabs-desktop\u002F","02.how-to\u002F09.platform\u002F10.unitelabs-desktop",{"title":189,"type":6,"device":6,"path":190,"stem":191,"children":192},"Technical Reference","\u002Ftechnical-reference\u002F","03.technical-reference",[193,196,201,213,226,235,244,253,262],{"title":194,"path":190,"stem":195,"type":14,"device":6},"Overview","03.technical-reference\u002Findex",{"title":197,"path":198,"stem":199,"type":200,"device":6},"REST API","\u002Ftechnical-reference\u002Frest-api\u002F","03.technical-reference\u002F01.rest-api","reference",{"title":119,"type":6,"device":6,"path":202,"stem":203,"children":204,"page":41},"\u002Ftechnical-reference\u002Fautomate\u002F","03.technical-reference\u002F07.automate",[205,209],{"title":206,"path":207,"stem":208,"type":200,"device":6},"Workflow template","\u002Ftechnical-reference\u002Fautomate\u002Fworkflow-template\u002F","03.technical-reference\u002F07.automate\u002F05.workflow-template",{"title":210,"path":211,"stem":212,"type":200,"device":6},"Workflows REST API","\u002Ftechnical-reference\u002Fautomate\u002Fworkflows-api\u002F","03.technical-reference\u002F07.automate\u002F80.workflows-api",{"title":26,"type":6,"device":6,"path":214,"stem":215,"children":216},"\u002Ftechnical-reference\u002Fgroundcontrol\u002F","03.technical-reference\u002F10.groundcontrol\u002Findex",[217,218,222],{"title":194,"path":214,"stem":215,"type":14,"device":6},{"title":219,"path":220,"stem":221,"type":200,"device":6},"Network requirements","\u002Ftechnical-reference\u002Fgroundcontrol\u002Fnetwork-requirements\u002F","03.technical-reference\u002F10.groundcontrol\u002F10.network-requirements",{"title":223,"path":224,"stem":225,"type":200,"device":6},"Changelog","\u002Ftechnical-reference\u002Fgroundcontrol\u002Fchangelog\u002F","03.technical-reference\u002F10.groundcontrol\u002F20.changelog",{"title":227,"type":6,"device":6,"path":228,"stem":229,"children":230},"UniteLabs SDK","\u002Ftechnical-reference\u002Fpython-sdk\u002F","03.technical-reference\u002F20.python-sdk\u002Findex",[231,232],{"title":194,"path":228,"stem":229,"type":14,"device":6},{"title":223,"path":233,"stem":234,"type":200,"device":6},"\u002Ftechnical-reference\u002Fpython-sdk\u002Fchangelog\u002F","03.technical-reference\u002F20.python-sdk\u002F20.changelog",{"title":236,"type":6,"device":6,"path":237,"stem":238,"children":239},"Liquid Handling SDK","\u002Ftechnical-reference\u002Fpython-liquid-handling-sdk\u002F","03.technical-reference\u002F30.python-liquid-handling-sdk\u002Findex",[240,241],{"title":194,"path":237,"stem":238,"type":14,"device":6},{"title":223,"path":242,"stem":243,"type":200,"device":6},"\u002Ftechnical-reference\u002Fpython-liquid-handling-sdk\u002Fchangelog\u002F","03.technical-reference\u002F30.python-liquid-handling-sdk\u002F20.changelog",{"title":245,"type":6,"device":6,"path":246,"stem":247,"children":248},"Labware","\u002Ftechnical-reference\u002Flabware\u002F","03.technical-reference\u002F40.labware\u002Findex",[249,250],{"title":194,"path":246,"stem":247,"type":14,"device":6},{"title":223,"path":251,"stem":252,"type":200,"device":6},"\u002Ftechnical-reference\u002Flabware\u002Fchangelog\u002F","03.technical-reference\u002F40.labware\u002F20.changelog",{"title":254,"type":6,"device":6,"path":255,"stem":256,"children":257},"Python Omnibus","\u002Ftechnical-reference\u002Fpython-omnibus\u002F","03.technical-reference\u002F50.python-omnibus\u002Findex",[258,259],{"title":194,"path":255,"stem":256,"type":14,"device":6},{"title":223,"path":260,"stem":261,"type":200,"device":6},"\u002Ftechnical-reference\u002Fpython-omnibus\u002Fchangelog\u002F","03.technical-reference\u002F50.python-omnibus\u002F20.changelog",{"title":263,"type":6,"device":6,"path":264,"stem":265,"children":266},"Python CDK","\u002Ftechnical-reference\u002Fpython-cdk\u002F","03.technical-reference\u002F60.python-cdk\u002Findex",[267,268],{"title":194,"path":264,"stem":265,"type":14,"device":6},{"title":223,"path":269,"stem":270,"type":200,"device":6},"\u002Ftechnical-reference\u002Fpython-cdk\u002Fchangelog\u002F","03.technical-reference\u002F60.python-cdk\u002F20.changelog",{"title":272,"type":6,"device":6,"path":273,"stem":274,"children":275,"page":41},"Concepts","\u002Fconcepts\u002F","04.concepts",[276,315,339,387,426],{"title":277,"type":6,"device":6,"path":278,"stem":279,"children":280,"page":41},"Labs as code","\u002Fconcepts\u002Flabs-as-code\u002F","04.concepts\u002F01.labs-as-code",[281,286,290],{"title":282,"path":283,"stem":284,"type":285,"device":6},"Lab as Code","\u002Fconcepts\u002Flabs-as-code\u002Fwhy-code\u002F","04.concepts\u002F01.labs-as-code\u002F00.why-code","explanation",{"title":287,"path":288,"stem":289,"type":285,"device":6},"How it works","\u002Fconcepts\u002Flabs-as-code\u002Fhow-it-works\u002F","04.concepts\u002F01.labs-as-code\u002F01.how-it-works",{"title":291,"type":6,"device":6,"path":292,"stem":293,"children":294,"page":41},"Use Cases","\u002Fconcepts\u002Flabs-as-code\u002Fuse-cases\u002F","04.concepts\u002F01.labs-as-code\u002F02.use-cases",[295,299,303,307,311],{"title":296,"path":297,"stem":298,"type":285,"device":6},"Instrument Control","\u002Fconcepts\u002Flabs-as-code\u002Fuse-cases\u002Flow-level-instrument-control\u002F","04.concepts\u002F01.labs-as-code\u002F02.use-cases\u002F10.low-level-instrument-control",{"title":300,"path":301,"stem":302,"type":285,"device":6},"Multi-device Control","\u002Fconcepts\u002Flabs-as-code\u002Fuse-cases\u002Fmulti-device-control\u002F","04.concepts\u002F01.labs-as-code\u002F02.use-cases\u002F20.multi-device-control",{"title":304,"path":305,"stem":306,"type":285,"device":6},"Workflow Orchestration","\u002Fconcepts\u002Flabs-as-code\u002Fuse-cases\u002Fworkflow-orchestration\u002F","04.concepts\u002F01.labs-as-code\u002F02.use-cases\u002F30.workflow-orchestration",{"title":308,"path":309,"stem":310,"type":285,"device":6},"Custom Apps and LIMS Integration","\u002Fconcepts\u002Flabs-as-code\u002Fuse-cases\u002Fcustom-apps-lims\u002F","04.concepts\u002F01.labs-as-code\u002F02.use-cases\u002F40.custom-apps-lims",{"title":312,"path":313,"stem":314,"type":285,"device":6},"Scale and Fleet Management","\u002Fconcepts\u002Flabs-as-code\u002Fuse-cases\u002Fscale-and-fleet\u002F","04.concepts\u002F01.labs-as-code\u002F02.use-cases\u002F50.scale-and-fleet",{"title":65,"type":6,"device":6,"path":316,"stem":317,"children":318,"page":41},"\u002Fconcepts\u002Fintegrate\u002F","04.concepts\u002F02.integrate",[319,323,327,331,335],{"title":320,"path":321,"stem":322,"type":285,"device":6},"Device","\u002Fconcepts\u002Fintegrate\u002Fdevice\u002F","04.concepts\u002F02.integrate\u002F05.device",{"title":324,"path":325,"stem":326,"type":285,"device":6},"Connector","\u002Fconcepts\u002Fintegrate\u002Fconnector\u002F","04.concepts\u002F02.integrate\u002F10.connector",{"title":328,"path":329,"stem":330,"type":285,"device":6},"Module","\u002Fconcepts\u002Fintegrate\u002Fmodule\u002F","04.concepts\u002F02.integrate\u002F20.module",{"title":332,"path":333,"stem":334,"type":285,"device":6},"Action","\u002Fconcepts\u002Fintegrate\u002Faction\u002F","04.concepts\u002F02.integrate\u002F30.action",{"title":336,"path":337,"stem":338,"type":285,"device":6},"Subscription","\u002Fconcepts\u002Fintegrate\u002Fsubscription\u002F","04.concepts\u002F02.integrate\u002F40.subscription",{"title":340,"type":6,"device":6,"path":341,"stem":342,"children":343,"page":41},"Liquid handling and robots","\u002Fconcepts\u002Foperate\u002F","04.concepts\u002F03.operate",[344,348,352,356,359,363,367,371,375,379,383],{"title":345,"path":346,"stem":347,"type":285,"device":6},"Liquid Handling","\u002Fconcepts\u002Foperate\u002Fliquid-handling\u002F","04.concepts\u002F03.operate\u002F10.liquid-handling",{"title":349,"path":350,"stem":351,"type":285,"device":6},"Modules","\u002Fconcepts\u002Foperate\u002Fmodules\u002F","04.concepts\u002F03.operate\u002F20.modules",{"title":353,"path":354,"stem":355,"type":285,"device":6},"Deck","\u002Fconcepts\u002Foperate\u002Fdeck\u002F","04.concepts\u002F03.operate\u002F30.deck",{"title":245,"path":357,"stem":358,"type":285,"device":6},"\u002Fconcepts\u002Foperate\u002Flabware\u002F","04.concepts\u002F03.operate\u002F40.labware",{"title":360,"path":361,"stem":362,"type":285,"device":6},"Liquids","\u002Fconcepts\u002Foperate\u002Fliquids\u002F","04.concepts\u002F03.operate\u002F50.liquids",{"title":364,"path":365,"stem":366,"type":285,"device":6},"Liquid Classes","\u002Fconcepts\u002Foperate\u002Fliquid-classes\u002F","04.concepts\u002F03.operate\u002F60.liquid-classes",{"title":368,"path":369,"stem":370,"type":285,"device":6},"Parameter Sets","\u002Fconcepts\u002Foperate\u002Fparameter-sets\u002F","04.concepts\u002F03.operate\u002F65.parameter-sets",{"title":372,"path":373,"stem":374,"type":285,"device":6},"Tips and Tip Tracking","\u002Fconcepts\u002Foperate\u002Ftips\u002F","04.concepts\u002F03.operate\u002F70.tips",{"title":376,"path":377,"stem":378,"type":285,"device":6},"Simulation","\u002Fconcepts\u002Foperate\u002Fsimulation\u002F","04.concepts\u002F03.operate\u002F80.simulation",{"title":380,"path":381,"stem":382,"type":285,"device":6},"Error Handling","\u002Fconcepts\u002Foperate\u002Ferror-handling\u002F","04.concepts\u002F03.operate\u002F90.error-handling",{"title":384,"path":385,"stem":386,"type":285,"device":6},"Robot Arms","\u002Fconcepts\u002Foperate\u002Frobot-arms\u002F","04.concepts\u002F03.operate\u002F95.robot-arms",{"title":119,"type":6,"device":6,"path":388,"stem":389,"children":390,"page":41},"\u002Fconcepts\u002Fautomate\u002F","04.concepts\u002F07.automate",[391,395,399,403,407,411,415,419,423],{"title":392,"path":393,"stem":394,"type":285,"device":6},"Workflow","\u002Fconcepts\u002Fautomate\u002Fworkflow\u002F","04.concepts\u002F07.automate\u002F10.workflow",{"title":396,"path":397,"stem":398,"type":285,"device":6},"Phase","\u002Fconcepts\u002Fautomate\u002Fphase\u002F","04.concepts\u002F07.automate\u002F20.phase",{"title":400,"path":401,"stem":402,"type":285,"device":6},"Step","\u002Fconcepts\u002Fautomate\u002Fstep\u002F","04.concepts\u002F07.automate\u002F30.step",{"title":404,"path":405,"stem":406,"type":285,"device":6},"Runs","\u002Fconcepts\u002Fautomate\u002Fruns\u002F","04.concepts\u002F07.automate\u002F40.runs",{"title":408,"path":409,"stem":410,"type":285,"device":6},"Input","\u002Fconcepts\u002Fautomate\u002Finput\u002F","04.concepts\u002F07.automate\u002F50.input",{"title":412,"path":413,"stem":414,"type":285,"device":6},"Artifacts","\u002Fconcepts\u002Fautomate\u002Fartifacts\u002F","04.concepts\u002F07.automate\u002F60.artifacts",{"title":416,"path":417,"stem":418,"type":285,"device":6},"Logs","\u002Fconcepts\u002Fautomate\u002Flogs\u002F","04.concepts\u002F07.automate\u002F70.logs",{"title":420,"path":421,"stem":422,"type":285,"device":6},"Human in the Loop","\u002Fconcepts\u002Fautomate\u002Fhuman-in-the-loop\u002F","04.concepts\u002F07.automate\u002F80.human-in-the-loop",{"title":380,"path":424,"stem":425,"type":285,"device":6},"\u002Fconcepts\u002Fautomate\u002Ferror-handling\u002F","04.concepts\u002F07.automate\u002F90.error-handling",{"title":164,"type":6,"device":6,"path":427,"stem":428,"children":429,"page":41},"\u002Fconcepts\u002Fobserve\u002F","04.concepts\u002F08.observe",[430,433,437,441,445],{"title":194,"path":431,"stem":432,"type":14,"device":6},"\u002Fconcepts\u002Fobserve\u002Foverview\u002F","04.concepts\u002F08.observe\u002F10.overview",{"title":434,"path":435,"stem":436,"type":285,"device":6},"Object Storage","\u002Fconcepts\u002Fobserve\u002Fstorage\u002F","04.concepts\u002F08.observe\u002F10.storage",{"title":438,"path":439,"stem":440,"type":285,"device":6},"Secrets","\u002Fconcepts\u002Fobserve\u002Fsecrets\u002F","04.concepts\u002F08.observe\u002F20.secrets",{"title":442,"path":443,"stem":444,"type":285,"device":6},"Data sources","\u002Fconcepts\u002Fobserve\u002Fdata-sources\u002F","04.concepts\u002F08.observe\u002F30.data-sources",{"title":446,"path":447,"stem":448,"type":285,"device":6},"Data lineage","\u002Fconcepts\u002Fobserve\u002Fdata-lineage\u002F","04.concepts\u002F08.observe\u002F40.data-lineage",{"title":450,"type":6,"device":6,"path":451,"stem":452,"children":453,"page":41},"Devices","\u002Fdevices\u002F","05.devices",[454,457,505,518,534,571,595],{"title":194,"path":455,"stem":456,"type":14,"device":6},"\u002Fdevices\u002Foverview\u002F","05.devices\u002F00.overview",{"title":458,"path":459,"page":41,"children":460},"Heater-shakers","\u002Fdevices\u002Fheater-shakers\u002F",[461,482,492],{"title":462,"path":463,"stem":464,"type":200,"device":465},"QInstruments BioShake","\u002Fdevices\u002Fqinstruments-bioshake\u002F","05.devices\u002F10.qinstruments-bioshake",{"slug":466,"vendor":467,"category":468,"connector":466,"package":469,"models":470,"communication":477,"vendor_software":6,"os":478},"qinstruments-bioshake","QInstruments","Plate Shakers & Temperature Control","unitelabs-qinstruments-bioshake",[471,472,473,474,475,476],"BioShake 3000 \u002F 3000 elm \u002F 3000 elm DWP","BioShake 3000-T \u002F 3000-T elm","BioShake 5000 elm","BioShake D30 \u002F D30 elm \u002F D30-T \u002F D30-T elm","BioShake Q1 \u002F Q1 (1.2 mm) \u002F Q1 (3.0 mm) \u002F Q2","HeatPlate","serial (RS-232 over USB)",[479,480,481],"windows","linux","macos",{"title":483,"path":484,"stem":485,"type":200,"device":486},"QInstruments ColdPlate","\u002Fdevices\u002Fqinstruments-coldplate\u002F","05.devices\u002F20.qinstruments-coldplate",{"slug":487,"vendor":467,"category":468,"connector":466,"package":469,"models":488,"communication":477,"vendor_software":6,"os":491},"qinstruments-coldplate",[489,490],"ColdPlate","ColdPlate slim",[479,480,481],{"title":493,"path":494,"stem":495,"type":200,"device":496},"Inheco Thermoshake","\u002Fdevices\u002Finheco-thermoshake\u002F","05.devices\u002F30.inheco-thermoshake",{"slug":497,"vendor":498,"category":468,"connector":499,"models":500},"inheco-thermoshake","Inheco","inheco-tec-controller",[501,502,503,504],"Thermoshake AC","Thermoshake AC LC","Thermoshake Classic","Thermoshake RM",{"title":506,"path":507,"page":41,"children":508},"Incubation","\u002Fdevices\u002Fincubation\u002F",[509],{"title":510,"path":511,"stem":512,"type":200,"device":513},"Inheco SCILA","\u002Fdevices\u002Finheco-scila\u002F","05.devices\u002F40.inheco-scila",{"slug":514,"vendor":498,"category":506,"connector":514,"models":515},"inheco-scila",[516,517],"SCILA","SCILA MIX 2-gas mixing device",{"title":519,"path":520,"page":41,"children":521},"Thermal cyclers","\u002Fdevices\u002Fthermal-cyclers\u002F",[522],{"title":523,"path":524,"stem":525,"type":200,"device":526},"Inheco ODTC","\u002Fdevices\u002Finheco-odtc\u002F","05.devices\u002F50.inheco-odtc",{"slug":527,"vendor":498,"category":528,"connector":527,"models":529},"inheco-odtc","Thermal Cycler",[530,531,532,533],"ODTC 96","ODTC 96XL","ODTC 384","ODTC 384XL",{"title":535,"path":536,"page":41,"children":537},"Readers","\u002Fdevices\u002Freaders\u002F",[538,547,556],{"title":539,"path":540,"stem":541,"type":200,"device":542},"Agilent Biotek Gen5","\u002Fdevices\u002Fbiotek-gen5\u002F","05.devices\u002F60.biotek-gen5",{"slug":543,"vendor":544,"category":545,"connector":546},"biotek-gen5","Agilent","Readers & Imagers","gen5",{"title":548,"path":549,"stem":550,"type":200,"device":551},"Biotek Synergy H1","\u002Fdevices\u002Fbiotek-synergy-h1\u002F","05.devices\u002F70.biotek-synergy-h1",{"slug":552,"vendor":544,"category":545,"connector":553,"models":554},"biotek-synergy-h1","agilent-synergy-h1",[555],"BioTek Synergy H1",{"title":557,"path":558,"stem":559,"type":200,"device":560},"Tecan Infinite 200","\u002Fdevices\u002Ftecan-infinite-200\u002F","05.devices\u002F75.tecan-infinite-200",{"slug":561,"vendor":562,"category":545,"connector":561,"package":563,"models":564,"communication":568,"vendor_software":569,"os":570},"tecan-infinite-200","Tecan","unitelabs-tecan-infinite-200",[565,566,567],"Infinite F200","Infinite M200","Infinite M200 Pro","USB","i-control on Windows only, for its USB driver",[479,480,481],{"title":572,"path":573,"page":41,"children":574},"Tilt & turn","\u002Fdevices\u002Ftilt-and-turn\u002F",[575,585],{"title":576,"path":577,"stem":578,"type":200,"device":579},"QInstruments TiltStation","\u002Fdevices\u002Fqinstruments-tiltstation\u002F","05.devices\u002F80.qinstruments-tiltstation",{"slug":580,"vendor":467,"category":581,"connector":466,"package":469,"models":582,"communication":477,"vendor_software":6,"os":584},"qinstruments-tiltstation","Plate Tilting",[583],"TiltStation",[479,480,481],{"title":586,"path":587,"stem":588,"type":200,"device":589},"QInstruments TurnStation","\u002Fdevices\u002Fqinstruments-turnstation\u002F","05.devices\u002F90.qinstruments-turnstation",{"slug":590,"vendor":467,"category":591,"connector":466,"package":469,"models":592,"communication":477,"vendor_software":6,"os":594},"qinstruments-turnstation","Plate Rotating",[593],"TurnStation",[479,480,481],{"title":596,"path":597,"page":41,"children":598},"Robots","\u002Fdevices\u002Frobots\u002F",[599],{"title":600,"path":601,"stem":602,"type":200,"device":603},"Brooks PreciseFlex 400","\u002Fdevices\u002Fbrooks-preciseflex-400\u002F","05.devices\u002F95.brooks-preciseflex-400",{"slug":604,"vendor":605,"category":596,"connector":604,"package":606,"models":607,"communication":611,"vendor_software":6,"os":612},"brooks-preciseflex-400","Brooks Automation","unitelabs-brooks-preciseflex-400",[608,609,610],"PreciseFlex 400, standard reach, 400 \u002F 750 \u002F 1160 mm Z","PreciseFlex 400, extended reach (XR), 400 \u002F 750 \u002F 1160 mm Z","Either on a PreciseFlex linear rail (1.0, 1.5 or 2.0 m)","Ethernet (TCP)",[479,480,481],{"title":614,"type":6,"device":6,"path":615,"stem":616,"children":617,"page":41},"Liquid Handling and Robots","\u002Fliquid-handling-and-robots\u002F","06.liquid-handling-and-robots",[618,621,633,657,660,705,730,747,764,786],{"title":194,"path":619,"stem":620,"type":14,"device":6},"\u002Fliquid-handling-and-robots\u002Foverview\u002F","06.liquid-handling-and-robots\u002F00.overview",{"title":353,"type":6,"device":6,"path":622,"stem":623,"children":624,"page":41},"\u002Fliquid-handling-and-robots\u002Fdeck\u002F","06.liquid-handling-and-robots\u002F10.deck",[625,629],{"title":626,"path":627,"stem":628,"type":24,"device":6},"Building a Deck","\u002Fliquid-handling-and-robots\u002Fdeck\u002Fbuilding-a-deck\u002F","06.liquid-handling-and-robots\u002F10.deck\u002F10.building-a-deck",{"title":630,"path":631,"stem":632,"type":24,"device":6},"Save\u002FLoad a Deck","\u002Fliquid-handling-and-robots\u002Fdeck\u002Fsave-load-deck\u002F","06.liquid-handling-and-robots\u002F10.deck\u002F20.save-load-deck",{"title":634,"type":6,"device":6,"path":635,"stem":636,"children":637,"page":41},"Pipetting","\u002Fliquid-handling-and-robots\u002Fpipetting\u002F","06.liquid-handling-and-robots\u002F20.pipetting",[638,642,646,650,653],{"title":639,"path":640,"stem":641,"type":24,"device":6},"Basic Pipetting","\u002Fliquid-handling-and-robots\u002Fpipetting\u002Fbasic-pipetting\u002F","06.liquid-handling-and-robots\u002F20.pipetting\u002F10.basic-pipetting",{"title":643,"path":644,"stem":645,"type":24,"device":6},"Advanced Pipetting","\u002Fliquid-handling-and-robots\u002Fpipetting\u002Fadvanced-pipetting\u002F","06.liquid-handling-and-robots\u002F20.pipetting\u002F20.advanced-pipetting",{"title":647,"path":648,"stem":649,"type":24,"device":6},"Tip Handling","\u002Fliquid-handling-and-robots\u002Fpipetting\u002Ftip-handling\u002F","06.liquid-handling-and-robots\u002F20.pipetting\u002F30.tip-handling",{"title":364,"path":651,"stem":652,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Fpipetting\u002Fliquid-classes\u002F","06.liquid-handling-and-robots\u002F20.pipetting\u002F40.liquid-classes",{"title":654,"path":655,"stem":656,"type":24,"device":6},"Labware Transport","\u002Fliquid-handling-and-robots\u002Fpipetting\u002Flabware-transport\u002F","06.liquid-handling-and-robots\u002F20.pipetting\u002F50.labware-transport",{"title":376,"path":658,"stem":659,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Fsimulation\u002F","06.liquid-handling-and-robots\u002F30.simulation",{"title":661,"type":6,"device":6,"path":662,"stem":663,"children":664,"page":41},"Hamilton STAR","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star",[665,669,673,677,681,685,689,693,697,701],{"title":666,"path":667,"stem":668,"type":24,"device":6},"Positioning & Movement","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fpositioning\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F10.positioning",{"title":670,"path":671,"stem":672,"type":24,"device":6},"Gripper Module","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fcore-gripper\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F20.core-gripper",{"title":674,"path":675,"stem":676,"type":24,"device":6},"iSWAP Module","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fiswap\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F30.iswap",{"title":678,"path":679,"stem":680,"type":24,"device":6},"Using TADM","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Ftadm\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F40.tadm",{"title":682,"path":683,"stem":684,"type":24,"device":6},"Autoload Module","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fautoload\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F50.autoload",{"title":686,"path":687,"stem":688,"type":24,"device":6},"Waste Block","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fwaste-block\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F60.waste-block",{"title":690,"path":691,"stem":692,"type":24,"device":6},"Complex Mixing","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fcomplex-mixing\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F66.complex-mixing",{"title":694,"path":695,"stem":696,"type":24,"device":6},"Teaching Gripper Paddle Positions","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fgripper-positions\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F70.gripper-positions",{"title":698,"path":699,"stem":700,"type":24,"device":6},"Training a Custom Deck Position With the iSWAP","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fcustom-deck-position\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F75.custom-deck-position",{"title":702,"path":703,"stem":704,"type":200,"device":6},"Observable Commands","\u002Fliquid-handling-and-robots\u002Fhamilton-star\u002Fobservable-commands\u002F","06.liquid-handling-and-robots\u002F41.hamilton-star\u002F80.observable-commands",{"title":706,"type":6,"device":6,"path":707,"stem":708,"children":709,"page":41},"Hamilton Vantage","\u002Fliquid-handling-and-robots\u002Fhamilton-vantage\u002F","06.liquid-handling-and-robots\u002F42.hamilton-vantage",[710,714,718,722,726],{"title":711,"path":712,"stem":713,"type":24,"device":6},"Waste Configuration","\u002Fliquid-handling-and-robots\u002Fhamilton-vantage\u002Fwaste-configuration\u002F","06.liquid-handling-and-robots\u002F42.hamilton-vantage\u002F05.waste-configuration",{"title":715,"path":716,"stem":717,"type":24,"device":6},"Covers and Lights","\u002Fliquid-handling-and-robots\u002Fhamilton-vantage\u002Fcovers-and-lights\u002F","06.liquid-handling-and-robots\u002F42.hamilton-vantage\u002F10.covers-and-lights",{"title":719,"path":720,"stem":721,"type":24,"device":6},"IDL Module","\u002Fliquid-handling-and-robots\u002Fhamilton-vantage\u002Fidl\u002F","06.liquid-handling-and-robots\u002F42.hamilton-vantage\u002F20.idl",{"title":723,"path":724,"stem":725,"type":24,"device":6},"IPG Module","\u002Fliquid-handling-and-robots\u002Fhamilton-vantage\u002Fipg\u002F","06.liquid-handling-and-robots\u002F42.hamilton-vantage\u002F30.ipg",{"title":727,"path":728,"stem":729,"type":24,"device":6},"XL Pipettes","\u002Fliquid-handling-and-robots\u002Fhamilton-vantage\u002Fxl-channels\u002F","06.liquid-handling-and-robots\u002F42.hamilton-vantage\u002F40.xl-channels",{"title":731,"type":6,"device":6,"path":732,"stem":733,"children":734,"page":41},"Agilent Bravo","\u002Fliquid-handling-and-robots\u002Fagilent-bravo\u002F","06.liquid-handling-and-robots\u002F43.agilent-bravo",[735,738,741,744],{"title":647,"path":736,"stem":737,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Fagilent-bravo\u002Ftip-handling\u002F","06.liquid-handling-and-robots\u002F43.agilent-bravo\u002F10.tip-handling",{"title":639,"path":739,"stem":740,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Fagilent-bravo\u002Fbasic-pipetting\u002F","06.liquid-handling-and-robots\u002F43.agilent-bravo\u002F20.basic-pipetting",{"title":364,"path":742,"stem":743,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Fagilent-bravo\u002Fliquid-classes\u002F","06.liquid-handling-and-robots\u002F43.agilent-bravo\u002F25.liquid-classes",{"title":670,"path":745,"stem":746,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Fagilent-bravo\u002Fusing-the-gripper\u002F","06.liquid-handling-and-robots\u002F43.agilent-bravo\u002F30.using-the-gripper",{"title":748,"type":6,"device":6,"path":749,"stem":750,"children":751,"page":41},"Tecan FluentControl","\u002Fliquid-handling-and-robots\u002Ftecan-fluentcontrol\u002F","06.liquid-handling-and-robots\u002F44.tecan-fluentcontrol",[752,756,760],{"title":753,"path":754,"stem":755,"type":24,"device":6},"Connect & Run a Method","\u002Fliquid-handling-and-robots\u002Ftecan-fluentcontrol\u002Fconnect-and-run\u002F","06.liquid-handling-and-robots\u002F44.tecan-fluentcontrol\u002F10.connect-and-run",{"title":757,"path":758,"stem":759,"type":24,"device":6},"Sending XML Commands","\u002Fliquid-handling-and-robots\u002Ftecan-fluentcontrol\u002Fsending-xml-commands\u002F","06.liquid-handling-and-robots\u002F44.tecan-fluentcontrol\u002F20.sending-xml-commands",{"title":761,"path":762,"stem":763,"type":24,"device":6},"Full Workflow Example","\u002Fliquid-handling-and-robots\u002Ftecan-fluentcontrol\u002Ffull-workflow-example\u002F","06.liquid-handling-and-robots\u002F44.tecan-fluentcontrol\u002F30.full-workflow-example",{"title":765,"type":6,"device":6,"path":766,"stem":767,"children":768,"page":41},"Tecan Freedom EVO","\u002Fliquid-handling-and-robots\u002Ftecan-freedom-evo\u002F","06.liquid-handling-and-robots\u002F45.tecan-freedom-evo",[769,773,776,779,783],{"title":770,"path":771,"stem":772,"type":24,"device":6},"Deck & Carriers","\u002Fliquid-handling-and-robots\u002Ftecan-freedom-evo\u002Fdeck-and-carriers\u002F","06.liquid-handling-and-robots\u002F45.tecan-freedom-evo\u002F10.deck-and-carriers",{"title":647,"path":774,"stem":775,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Ftecan-freedom-evo\u002Ftip-handling\u002F","06.liquid-handling-and-robots\u002F45.tecan-freedom-evo\u002F20.tip-handling",{"title":639,"path":777,"stem":778,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Ftecan-freedom-evo\u002Fbasic-pipetting\u002F","06.liquid-handling-and-robots\u002F45.tecan-freedom-evo\u002F30.basic-pipetting",{"title":780,"path":781,"stem":782,"type":24,"device":6},"Using the Gripper (RoMa)","\u002Fliquid-handling-and-robots\u002Ftecan-freedom-evo\u002Fusing-the-gripper\u002F","06.liquid-handling-and-robots\u002F45.tecan-freedom-evo\u002F40.using-the-gripper",{"title":364,"path":784,"stem":785,"type":24,"device":6},"\u002Fliquid-handling-and-robots\u002Ftecan-freedom-evo\u002Fliquid-classes\u002F","06.liquid-handling-and-robots\u002F45.tecan-freedom-evo\u002F50.liquid-classes",{"title":600,"type":6,"device":6,"path":787,"stem":788,"children":789,"page":41},"\u002Fliquid-handling-and-robots\u002Fbrooks-preciseflex-400\u002F","06.liquid-handling-and-robots\u002F46.brooks-preciseflex-400",[790,794,798],{"title":791,"path":792,"stem":793,"type":24,"device":6},"Teach Positions","\u002Fliquid-handling-and-robots\u002Fbrooks-preciseflex-400\u002Fteach-positions\u002F","06.liquid-handling-and-robots\u002F46.brooks-preciseflex-400\u002F10.teach-positions",{"title":795,"path":796,"stem":797,"type":24,"device":6},"Move a Plate","\u002Fliquid-handling-and-robots\u002Fbrooks-preciseflex-400\u002Fmove-a-plate\u002F","06.liquid-handling-and-robots\u002F46.brooks-preciseflex-400\u002F20.move-a-plate",{"title":799,"path":800,"stem":801,"type":24,"device":6},"Recover from a Stop","\u002Fliquid-handling-and-robots\u002Fbrooks-preciseflex-400\u002Frecover-from-a-stop\u002F","06.liquid-handling-and-robots\u002F46.brooks-preciseflex-400\u002F30.recover-from-a-stop",{"title":245,"type":6,"device":6,"path":803,"stem":804,"children":805,"page":41},"\u002Flabware\u002F","07.labware",[806,809,813,817,821,825,829,833],{"title":194,"path":807,"stem":808,"type":14,"device":6},"\u002Flabware\u002Foverview\u002F","07.labware\u002F00.overview",{"title":810,"path":811,"stem":812,"type":200,"device":6},"Standard Labware","\u002Flabware\u002Fstandard-labware\u002F","07.labware\u002F10.standard-labware",{"title":814,"path":815,"stem":816,"type":200,"device":6},"Plates","\u002Flabware\u002Fplates\u002F","07.labware\u002F20.plates",{"title":818,"path":819,"stem":820,"type":200,"device":6},"Tips and Tip Racks","\u002Flabware\u002Ftips-and-racks\u002F","07.labware\u002F30.tips-and-racks",{"title":822,"path":823,"stem":824,"type":200,"device":6},"Tubes and Tube Racks","\u002Flabware\u002Ftubes-and-tube-racks\u002F","07.labware\u002F40.tubes-and-tube-racks",{"title":826,"path":827,"stem":828,"type":200,"device":6},"Troughs","\u002Flabware\u002Ftroughs\u002F","07.labware\u002F50.troughs",{"title":830,"path":831,"stem":832,"type":200,"device":6},"Carriers and Adapters","\u002Flabware\u002Fcarriers-and-adapters\u002F","07.labware\u002F60.carriers-and-adapters",{"title":834,"type":6,"device":6,"path":835,"stem":836,"children":837,"page":41},"Hamilton","\u002Flabware\u002Fhamilton\u002F","07.labware\u002F70.hamilton",[838],{"title":839,"path":840,"stem":841,"type":24,"device":6},"Hamilton MFX Carriers","\u002Flabware\u002Fhamilton\u002Fmfx-carriers\u002F","07.labware\u002F70.hamilton\u002F10.mfx-carriers",{"title":843,"type":6,"device":6,"path":844,"stem":845,"children":846},"Connector Development (CDK)","\u002Fconnector-development\u002F","20.connector-development",[847,849,873,902,926,982],{"title":194,"path":844,"stem":848,"type":14,"device":6},"20.connector-development\u002Findex",{"title":850,"path":851,"stem":852,"children":853,"page":41},"Getting Started","\u002Fconnector-development\u002Fgetting-started\u002F","20.connector-development\u002F10.getting-started",[854,857,861,865,869],{"title":194,"path":855,"stem":856,"type":285,"device":6},"\u002Fconnector-development\u002Fgetting-started\u002Foverview\u002F","20.connector-development\u002F10.getting-started\u002F10.overview",{"title":858,"path":859,"stem":860,"type":24,"device":6},"What's new","\u002Fconnector-development\u002Fgetting-started\u002Fwhats-new\u002F","20.connector-development\u002F10.getting-started\u002F20.whats-new",{"title":862,"path":863,"stem":864,"type":24,"device":6},"Installation","\u002Fconnector-development\u002Fgetting-started\u002Finstallation\u002F","20.connector-development\u002F10.getting-started\u002F30.installation",{"title":866,"path":867,"stem":868,"type":24,"device":6},"Python Environment and Project Management","\u002Fconnector-development\u002Fgetting-started\u002Fpython-environments\u002F","20.connector-development\u002F10.getting-started\u002F35.python-environments",{"title":870,"path":871,"stem":872,"type":24,"device":6},"Contributing","\u002Fconnector-development\u002Fgetting-started\u002Fcontributing\u002F","20.connector-development\u002F10.getting-started\u002F40.contributing",{"title":874,"path":875,"stem":876,"children":877,"page":41},"Tutorial","\u002Fconnector-development\u002Ftutorial\u002F","20.connector-development\u002F20.tutorial",[878,882,886,890,894,898],{"title":879,"path":880,"stem":881,"type":46,"device":6},"Walkthrough","\u002Fconnector-development\u002Ftutorial\u002Fwalkthrough\u002F","20.connector-development\u002F20.tutorial\u002F00.walkthrough",{"title":883,"path":884,"stem":885,"type":46,"device":6},"SiLA Endpoints","\u002Fconnector-development\u002Ftutorial\u002Fsila-endpoints\u002F","20.connector-development\u002F20.tutorial\u002F15.sila-endpoints",{"title":887,"path":888,"stem":889,"type":46,"device":6},"Data Endpoints","\u002Fconnector-development\u002Ftutorial\u002Fdata-endpoints\u002F","20.connector-development\u002F20.tutorial\u002F20.data-endpoints",{"title":891,"path":892,"stem":893,"type":46,"device":6},"Controls","\u002Fconnector-development\u002Ftutorial\u002Fcontrols\u002F","20.connector-development\u002F20.tutorial\u002F30.controls",{"title":895,"path":896,"stem":897,"type":46,"device":6},"SiLA Data Types","\u002Fconnector-development\u002Ftutorial\u002Fdata-types\u002F","20.connector-development\u002F20.tutorial\u002F40.data-types",{"title":899,"path":900,"stem":901,"type":46,"device":6},"Hardware Communication","\u002Fconnector-development\u002Ftutorial\u002Fhardware-communication\u002F","20.connector-development\u002F20.tutorial\u002F90.hardware-communication",{"title":272,"type":6,"device":6,"path":903,"stem":904,"children":905,"page":41},"\u002Fconnector-development\u002Fconcepts\u002F","20.connector-development\u002F30.concepts",[906,910,914,918,922],{"title":907,"path":908,"stem":909,"type":285,"device":6},"SiLA","\u002Fconnector-development\u002Fconcepts\u002Fsila\u002F","20.connector-development\u002F30.concepts\u002F00.sila",{"title":911,"path":912,"stem":913,"type":6,"device":6},"Designing Features","\u002Fconnector-development\u002Fconcepts\u002Ffeatures\u002F","20.connector-development\u002F30.concepts\u002F10.features",{"title":915,"path":916,"stem":917,"type":6,"device":6},"Designing Endpoints","\u002Fconnector-development\u002Fconcepts\u002Fsila-endpoints\u002F","20.connector-development\u002F30.concepts\u002F15.sila-endpoints",{"title":919,"path":920,"stem":921,"type":6,"device":6},"Designing Data Types","\u002Fconnector-development\u002Fconcepts\u002Fdata-types\u002F","20.connector-development\u002F30.concepts\u002F20.data-types",{"title":923,"path":924,"stem":925,"type":6,"device":6},"Connector Architecture","\u002Fconnector-development\u002Fconcepts\u002Farchitecture\u002F","20.connector-development\u002F30.concepts\u002F30.architecture",{"title":927,"path":928,"stem":929,"children":930,"page":41},"Guides","\u002Fconnector-development\u002Fguides\u002F","20.connector-development\u002F40.guides",[931,935,939,943,947,951,955,959,963,967,971,974,978],{"title":932,"path":933,"stem":934,"type":6,"device":6},"Project Structure","\u002Fconnector-development\u002Fguides\u002Fproject-structure\u002F","20.connector-development\u002F40.guides\u002F10.project-structure",{"title":936,"path":937,"stem":938,"type":24,"device":6},"Configuration","\u002Fconnector-development\u002Fguides\u002Fconfiguration\u002F","20.connector-development\u002F40.guides\u002F20.configuration",{"title":940,"path":941,"stem":942,"type":24,"device":6},"Logging","\u002Fconnector-development\u002Fguides\u002Flogging\u002F","20.connector-development\u002F40.guides\u002F21.logging",{"title":944,"path":945,"stem":946,"type":24,"device":6},"Deployment","\u002Fconnector-development\u002Fguides\u002Fdeployment\u002F","20.connector-development\u002F40.guides\u002F30.deployment",{"title":948,"path":949,"stem":950,"type":24,"device":6},"Security","\u002Fconnector-development\u002Fguides\u002Fsecurity\u002F","20.connector-development\u002F40.guides\u002F40.security",{"title":952,"path":953,"stem":954,"type":24,"device":6},"Subscriptions","\u002Fconnector-development\u002Fguides\u002Fsubscriptions\u002F","20.connector-development\u002F40.guides\u002F45.subscriptions",{"title":956,"path":957,"stem":958,"type":24,"device":6},"Execution Modes","\u002Fconnector-development\u002Fguides\u002Fexecution-modes\u002F","20.connector-development\u002F40.guides\u002F46.execution-modes",{"title":960,"path":961,"stem":962,"type":6,"device":6},"Constraints and Units","\u002Fconnector-development\u002Fguides\u002Fconstraints-and-units\u002F","20.connector-development\u002F40.guides\u002F47.constraints-and-units",{"title":964,"path":965,"stem":966,"type":6,"device":6},"Device Variants","\u002Fconnector-development\u002Fguides\u002Fdevice-variants\u002F","20.connector-development\u002F40.guides\u002F48.device-variants",{"title":968,"path":969,"stem":970,"type":6,"device":6},"Repeated Modules","\u002Fconnector-development\u002Fguides\u002Frepeated-modules\u002F","20.connector-development\u002F40.guides\u002F49.repeated-modules",{"title":380,"path":972,"stem":973,"type":24,"device":6},"\u002Fconnector-development\u002Fguides\u002Ferror-handling\u002F","20.connector-development\u002F40.guides\u002F50.error-handling",{"title":975,"path":976,"stem":977,"type":24,"device":6},"Serial Troubleshooting","\u002Fconnector-development\u002Fguides\u002Fserial-troubleshooting\u002F","20.connector-development\u002F40.guides\u002F70.serial-troubleshooting",{"title":979,"path":980,"stem":981,"type":6,"device":6},"Testing","\u002Fconnector-development\u002Fguides\u002Ftesting\u002F","20.connector-development\u002F40.guides\u002F80.testing",{"title":983,"type":6,"device":6,"path":984,"stem":985,"children":986},"References","\u002Fconnector-development\u002Freference\u002F","20.connector-development\u002F50.reference\u002Findex",[987,988,992,996,1000],{"title":983,"path":984,"stem":985,"type":6,"device":6},{"title":989,"path":990,"stem":991,"type":6,"device":6},"Naming Conventions","\u002Fconnector-development\u002Freference\u002Fnaming-conventions\u002F","20.connector-development\u002F50.reference\u002F10.naming-conventions",{"title":993,"path":994,"stem":995,"type":6,"device":6},"Docstring Format","\u002Fconnector-development\u002Freference\u002Fdocstrings\u002F","20.connector-development\u002F50.reference\u002F20.docstrings",{"title":997,"path":998,"stem":999,"type":6,"device":6},"Feature Metadata","\u002Fconnector-development\u002Freference\u002Ffeature-metadata\u002F","20.connector-development\u002F50.reference\u002F30.feature-metadata",{"title":1001,"path":1002,"stem":1003,"type":6,"device":6},"Review Checklist","\u002Fconnector-development\u002Freference\u002Freview-checklist\u002F","20.connector-development\u002F50.reference\u002F90.review-checklist",{"title":1005,"type":6,"device":6,"path":1006,"stem":1007,"children":1008},"Blog","\u002Fblog\u002F","30.blog",[1009,1012],{"title":1010,"path":1006,"stem":1011,"type":6,"device":6},"UniteLabs Blog","30.blog\u002Findex",{"title":1013,"path":1014,"stem":1015,"children":1016,"page":41},"Python","\u002Fblog\u002Fpython\u002F","30.blog\u002F01.python",[1017],{"title":866,"path":1018,"stem":1019,"type":24,"device":6},"\u002Fblog\u002Fpython\u002Fpython-environment-management\u002F","30.blog\u002F01.python\u002F10.python-environment-management",{"id":1021,"title":866,"body":1022,"description":3448,"device":6,"extension":3449,"links":6,"meta":3450,"navigation":3451,"path":3452,"seo":3453,"stem":1019,"type":24,"__hash__":3454},"docs\u002F30.blog\u002F01.python\u002F10.python-environment-management.md",{"type":1023,"value":1024,"toc":3430},"minimark",[1025,1029,1034,1064,1096,1123,1127,1291,1344,1348,1353,1449,1452,1456,1614,1616,1620,1756,1758,1762,1838,1840,1844,1977,1979,1983,2069,2071,2075,2446,2448,2452,2735,2737,2741,2949,2951,2955,3169,3171,3175,3348,3350,3354,3426],[1026,1027,1028],"p",{},"The python community's offering of tooling for environment and project management provides semi-overlapping coverage of different use-cases and workflows. Choosing the \"correct\" tool depends strongly on the use-cases and workflows that one relies on for day-to-day development. This article aims to guide users in choosing which tool to use for common development tasks.",[1030,1031,1033],"h2",{"id":1032},"library-summary","Library Summary",[1026,1035,1036,1040,1041,1043,1044,1047,1048,1050,1051,1054,1055],{},[1037,1038,1039],"code",{},"uv"," offers a simplified interface for package and project management with a universal lockfile to ensure reproducible environments. ",[1037,1042,1039],{}," while being relatively new to the scene has taken the python community by storm with a value proposition of 10-100x faster dependency resolution than ",[1037,1045,1046],{},"pip",". Since then, Astral, the company backing both ",[1037,1049,1039],{}," and ",[1037,1052,1053],{},"ruff",", has grown the library to cover many of the most common project management use-cases. It should be noted that Astral is a company which intends to keep its tools free and develop paid-for services on top of its open-source tooling.\nFind out more in the ",[1056,1057,1063],"a",{"href":1058,"rel":1059,"target":1062},"https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002F",[1060,1061],"nofollow","noopener","_blank","official uv documentation",[1026,1065,1066,1069,1070,1072,1073,1078,1079,1081,1082,1084,1085,1087,1088,1090,1091],{},[1037,1067,1068],{},"hatch"," is designed for creating and managing multiple environments for different use-cases, allowing for greater flexibility in project management. ",[1037,1071,1068],{}," is designed for extensibility with ",[1056,1074,1077],{"href":1075,"rel":1076,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002Flatest\u002Fplugins\u002Fabout\u002F",[1060,1061],"plugins"," for customizing behavior. It can be easily configured to use ",[1037,1080,1039],{}," for environment creation and dependency resolution, meaning ",[1037,1083,1068],{}," users can enjoy many of ",[1037,1086,1039],{},"s convenience features and optimizations while maintaining the higher degree of customization offered by ",[1037,1089,1068],{},".\nFind out more in the ",[1056,1092,1095],{"href":1093,"rel":1094,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002F",[1060,1061],"official hatch documentation",[1026,1097,1098,1101,1102,1050,1105,1108,1109,1111,1112,1117,1118],{},[1037,1099,1100],{},"poetry","'s offering is almost purely limited to packaging and dependency management and does not contain many of the project management goodies that the other tools explored in this article offer. It is a hold-out of the previous generation of environment management tools, among the likes of ",[1037,1103,1104],{},"pipenv",[1037,1106,1107],{},"pyenv",". ",[1037,1110,1100],{}," is only ",[1056,1113,1116],{"href":1114,"rel":1115,"target":1062},"https:\u002F\u002Fpeps.python.org\u002Fpep-0621\u002F",[1060,1061],"PEP-621"," compliant for versions later than 2.0.\nFind out more in the ",[1056,1119,1122],{"href":1120,"rel":1121,"target":1062},"https:\u002F\u002Fpython-poetry.org\u002F",[1060,1061],"official poetry documentation",[1030,1124,1126],{"id":1125},"feature-comparison","Feature Comparison",[1128,1129,1130,1146],"table",{},[1131,1132,1133],"thead",{},[1134,1135,1136,1140,1142,1144],"tr",{},[1137,1138,1139],"th",{},"Feature",[1137,1141,1039],{},[1137,1143,1068],{},[1137,1145,1100],{},[1147,1148,1149,1163,1184,1202,1215,1237,1257,1276],"tbody",{},[1134,1150,1151,1155,1158,1160],{},[1152,1153,1154],"td",{},"Handles python installation",[1152,1156,1157],{},"yes",[1152,1159,1157],{},[1152,1161,1162],{},"no",[1134,1164,1165,1168,1179,1182],{},[1152,1166,1167],{},"Environment scope",[1152,1169,1170,1171],{},"one env per project",[1172,1173,1175],"sup",{"id":1174},"user-content-backref-1",[1056,1176,1178],{"href":1177},"#user-content-fn-1","1",[1152,1180,1181],{},"one env per use-case",[1152,1183,1170],{},[1134,1185,1186,1189,1191,1200],{},[1152,1187,1188],{},"Dependency Lock",[1152,1190,1157],{},[1152,1192,1162,1193],{},[1172,1194,1196],{"id":1195},"user-content-backref-2",[1056,1197,1199],{"href":1198},"#user-content-fn-2","2",[1152,1201,1157],{},[1134,1203,1204,1207,1210,1213],{},[1152,1205,1206],{},"Auto-updating dependencies",[1152,1208,1209],{},"yes -- complete sync must be actively prevented by user",[1152,1211,1212],{},"yes -- constraint check updates only when current env violates declared dependencies",[1152,1214,1162],{},[1134,1216,1217,1220,1229,1235],{},[1152,1218,1219],{},"Command-line aliases",[1152,1221,1162,1222],{},[1172,1223,1225],{"id":1224},"user-content-backref-3",[1056,1226,1228],{"href":1227},"#user-content-fn-3","3",[1152,1230,1231],{},[1056,1232,1157],{"href":1233,"rel":1234,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002Flatest\u002Fconfig\u002Fenvironment\u002Foverview\u002F#scripts",[1060,1061],[1152,1236,1162],{},[1134,1238,1239,1242,1249,1255],{},[1152,1240,1241],{},"Inline-metadata scripting",[1152,1243,1244,1248],{},[1056,1245,1157],{"href":1246,"rel":1247,"target":1062},"https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002Fguides\u002Fscripts\u002F",[1060,1061]," -- can add and modify dependency blocks via CLI",[1152,1250,1251],{},[1056,1252,1157],{"href":1253,"rel":1254,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002Flatest\u002Fhow-to\u002Frun\u002Fpython-scripts\u002F",[1060,1061],[1152,1256,1162],{},[1134,1258,1259,1262,1268,1274],{},[1152,1260,1261],{},"Workspace support (shared environment across multiple projects)",[1152,1263,1264],{},[1056,1265,1157],{"href":1266,"rel":1267,"target":1062},"https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002Fconcepts\u002Fprojects\u002Fworkspaces\u002F",[1060,1061],[1152,1269,1270],{},[1056,1271,1157],{"href":1272,"rel":1273,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002Flatest\u002Fhow-to\u002Fenvironment\u002Fworkspace\u002F",[1060,1061],[1152,1275,1162],{},[1134,1277,1278,1281,1283,1289],{},[1152,1279,1280],{},"ENVVAR configuration",[1152,1282,1162],{},[1152,1284,1285],{},[1056,1286,1157],{"href":1287,"rel":1288,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002Flatest\u002Fconfig\u002Fenvironment\u002Foverview\u002F#environment-variables",[1060,1061],[1152,1290,1162],{},[1292,1293,1294,1307,1327],"ol",{},[1295,1296,1297,1302,1303],"li",{},[1298,1299,1301],"span",{"id":1300},"user-content-fn-1","For non-workspace usage."," ",[1056,1304,1306],{"href":1305},"#user-content-backref-1","↩",[1295,1308,1309,1302,1324],{},[1298,1310,1312,1317,1318,1320,1321,1323],{"id":1311},"user-content-fn-2",[1056,1313,1316],{"href":1314,"rel":1315,"target":1062},"https:\u002F\u002Fpeps.python.org\u002Fpep-0751\u002F",[1060,1061],"PEP-751"," was accepted on 01.04.2025. Since ",[1037,1319,1068],{}," is a standards-based library, we can assume that lockfiles will be implemented in ",[1037,1322,1068],{}," in the near future.",[1056,1325,1306],{"href":1326},"#user-content-backref-2",[1295,1328,1329,1302,1341],{},[1298,1330,1332,1333,1335,1336],{"id":1331},"user-content-fn-3","Astral, the company behind ",[1037,1334,1039],{},", has said that they are planning support for this feature since ",[1056,1337,1340],{"href":1338,"rel":1339,"target":1062},"https:\u002F\u002Fgithub.com\u002Fastral-sh\u002Fuv\u002Fissues\u002F5903",[1060,1061],"August 2024",[1056,1342,1306],{"href":1343},"#user-content-backref-3",[1030,1345,1347],{"id":1346},"command-comparison","Command Comparison",[1349,1350,1352],"h3",{"id":1351},"create-a-new-project","Create a new project",[1354,1355,1356,1398,1422],"tabs",{},[1357,1358,1360,1387],"div",{"icon":1359,"label":1039},"i-simple-icons-uv",[1361,1362,1367],"pre",{"className":1363,"code":1364,"language":1365,"meta":1366,"style":1366},"language-bash shiki shiki-themes github-light-high-contrast github-light-high-contrast github-dark-default","uv init --lib my-app\n","bash","",[1037,1368,1369],{"__ignoreMap":1366},[1298,1370,1373,1376,1380,1384],{"class":1371,"line":1372},"line",1,[1298,1374,1039],{"class":1375},"sNqAu",[1298,1377,1379],{"class":1378},"sCx38"," init",[1298,1381,1383],{"class":1382},"sOiAX"," --lib",[1298,1385,1386],{"class":1378}," my-app\n",[1026,1388,1389,1390,1393,1394,1397],{},"The ",[1037,1391,1392],{},"--lib"," arg is required for the ",[1037,1395,1396],{},"src\u002F"," directory layout.",[1357,1399,1401,1415],{"icon":1400,"label":1068},"i-simple-icons-python",[1361,1402,1404],{"className":1363,"code":1403,"language":1365,"meta":1366,"style":1366},"hatch new my-app\n",[1037,1405,1406],{"__ignoreMap":1366},[1298,1407,1408,1410,1413],{"class":1371,"line":1372},[1298,1409,1068],{"class":1375},[1298,1411,1412],{"class":1378}," new",[1298,1414,1386],{"class":1378},[1026,1416,1417,1419,1420,1397],{},[1037,1418,1068],{}," defaults to the ",[1037,1421,1396],{},[1357,1423,1425,1442],{"icon":1424,"label":1100},"i-simple-icons-poetry",[1361,1426,1428],{"className":1363,"code":1427,"language":1365,"meta":1366,"style":1366},"poetry new my-app --src\n",[1037,1429,1430],{"__ignoreMap":1366},[1298,1431,1432,1434,1436,1439],{"class":1371,"line":1372},[1298,1433,1100],{"class":1375},[1298,1435,1412],{"class":1378},[1298,1437,1438],{"class":1378}," my-app",[1298,1440,1441],{"class":1382}," --src\n",[1026,1443,1389,1444,1393,1447,1397],{},[1037,1445,1446],{},"--src",[1037,1448,1396],{},[1450,1451],"hr",{},[1349,1453,1455],{"id":1454},"install-environment","Install environment",[1354,1457,1458,1527,1575],{},[1357,1459,1460,1463,1478,1481],{"icon":1359,"label":1039},[1026,1461,1462],{},"If a lock is present:",[1361,1464,1466],{"className":1363,"code":1465,"language":1365,"meta":1366,"style":1366},"uv sync --all-extras\n",[1037,1467,1468],{"__ignoreMap":1366},[1298,1469,1470,1472,1475],{"class":1371,"line":1372},[1298,1471,1039],{"class":1375},[1298,1473,1474],{"class":1378}," sync",[1298,1476,1477],{"class":1382}," --all-extras\n",[1026,1479,1480],{},"Otherwise, to create a lock:",[1361,1482,1484],{"className":1363,"code":1483,"language":1365,"meta":1366,"style":1366},"uv venv --python \u003Cversion>\nuv lock\nuv sync --all-extras\n",[1037,1485,1486,1510,1518],{"__ignoreMap":1366},[1298,1487,1488,1490,1493,1496,1500,1503,1507],{"class":1371,"line":1372},[1298,1489,1039],{"class":1375},[1298,1491,1492],{"class":1378}," venv",[1298,1494,1495],{"class":1382}," --python",[1298,1497,1499],{"class":1498},"sxkbv"," \u003C",[1298,1501,1502],{"class":1378},"versio",[1298,1504,1506],{"class":1505},"sc-9e","n",[1298,1508,1509],{"class":1498},">\n",[1298,1511,1513,1515],{"class":1371,"line":1512},2,[1298,1514,1039],{"class":1375},[1298,1516,1517],{"class":1378}," lock\n",[1298,1519,1521,1523,1525],{"class":1371,"line":1520},3,[1298,1522,1039],{"class":1375},[1298,1524,1474],{"class":1378},[1298,1526,1477],{"class":1382},[1357,1528,1529,1540,1565],{"icon":1400,"label":1068},[1026,1530,1531,1532,1535,1536,1539],{},"Actively create a named environment. Environment names are declared in ",[1037,1533,1534],{},"pyproject.toml"," or ",[1037,1537,1538],{},"hatch.toml"," file.",[1361,1541,1543],{"className":1363,"code":1542,"language":1365,"meta":1366,"style":1366},"hatch env create \u003Cenv>\n",[1037,1544,1545],{"__ignoreMap":1366},[1298,1546,1547,1549,1552,1555,1557,1560,1563],{"class":1371,"line":1372},[1298,1548,1068],{"class":1375},[1298,1550,1551],{"class":1378}," env",[1298,1553,1554],{"class":1378}," create",[1298,1556,1499],{"class":1498},[1298,1558,1559],{"class":1378},"en",[1298,1561,1562],{"class":1505},"v",[1298,1564,1509],{"class":1498},[1026,1566,1567,1568,1570,1571,1574],{},"Or one can allow ",[1037,1569,1068],{}," to create an environment on-the-fly when calling ",[1037,1572,1573],{},"hatch run",".",[1357,1576,1577,1579,1593,1595],{"icon":1424,"label":1100},[1026,1578,1462],{},[1361,1580,1582],{"className":1363,"code":1581,"language":1365,"meta":1366,"style":1366},"poetry install --all-extras\n",[1037,1583,1584],{"__ignoreMap":1366},[1298,1585,1586,1588,1591],{"class":1371,"line":1372},[1298,1587,1100],{"class":1375},[1298,1589,1590],{"class":1378}," install",[1298,1592,1477],{"class":1382},[1026,1594,1480],{},[1361,1596,1598],{"className":1363,"code":1597,"language":1365,"meta":1366,"style":1366},"poetry lock\npoetry install --all-extras\n",[1037,1599,1600,1606],{"__ignoreMap":1366},[1298,1601,1602,1604],{"class":1371,"line":1372},[1298,1603,1100],{"class":1375},[1298,1605,1517],{"class":1378},[1298,1607,1608,1610,1612],{"class":1371,"line":1512},[1298,1609,1100],{"class":1375},[1298,1611,1590],{"class":1378},[1298,1613,1477],{"class":1382},[1450,1615],{},[1349,1617,1619],{"id":1618},"list-environments","List environments",[1354,1621,1622,1652,1710],{},[1357,1623,1624,1631],{"icon":1359,"label":1039},[1026,1625,1626,1627,1630],{},"N\u002FA The default location of the created environment is the ",[1037,1628,1629],{},".venv"," directory.\nTo configure an alternative path:",[1361,1632,1634],{"className":1363,"code":1633,"language":1365,"meta":1366,"style":1366},"uv venv \u003Cpath>\n",[1037,1635,1636],{"__ignoreMap":1366},[1298,1637,1638,1640,1642,1644,1647,1650],{"class":1371,"line":1372},[1298,1639,1039],{"class":1375},[1298,1641,1492],{"class":1378},[1298,1643,1499],{"class":1498},[1298,1645,1646],{"class":1378},"pat",[1298,1648,1649],{"class":1505},"h",[1298,1651,1509],{"class":1498},[1357,1653,1654,1657,1674,1683,1689],{"icon":1400,"label":1068},[1026,1655,1656],{},"List all environments:",[1361,1658,1660],{"className":1363,"code":1659,"language":1365,"meta":1366,"style":1366},"hatch env show -i\n",[1037,1661,1662],{"__ignoreMap":1366},[1298,1663,1664,1666,1668,1671],{"class":1371,"line":1372},[1298,1665,1068],{"class":1375},[1298,1667,1551],{"class":1378},[1298,1669,1670],{"class":1378}," show",[1298,1672,1673],{"class":1382}," -i\n",[1026,1675,1676,1679,1680,1682],{},[1037,1677,1678],{},"-i"," includes ",[1037,1681,1068],{},"'s internal testing and static analysis environments.",[1026,1684,1685,1686,1688],{},"The directory where envs are stored can be configured, here it is set to the ",[1037,1687,1629],{}," directory:",[1361,1690,1692],{"className":1363,"code":1691,"language":1365,"meta":1366,"style":1366},"hatch config set dirs.env.virtual .venv\n",[1037,1693,1694],{"__ignoreMap":1366},[1298,1695,1696,1698,1701,1704,1707],{"class":1371,"line":1372},[1298,1697,1068],{"class":1375},[1298,1699,1700],{"class":1378}," config",[1298,1702,1703],{"class":1378}," set",[1298,1705,1706],{"class":1378}," dirs.env.virtual",[1298,1708,1709],{"class":1378}," .venv\n",[1357,1711,1712,1734,1739],{"icon":1424,"label":1100},[1026,1713,1714,1715,1717,1718,1721,1722,1727,1728,1730,1731,1574],{},"By default ",[1037,1716,1100],{}," envs are created in the ",[1037,1719,1720],{},"{cache-dir}\u002Fvirtualenvs",". Check the ",[1056,1723,1726],{"href":1724,"rel":1725,"target":1062},"https:\u002F\u002Fpython-poetry.org\u002Fdocs\u002Fconfiguration\u002F#cache-dir",[1060,1061],"official documentation"," for more information about configuring ",[1037,1729,1100],{},"'s ",[1037,1732,1733],{},"cache-dir",[1026,1735,1736,1737,1688],{},"Or configure it to use the ",[1037,1738,1629],{},[1361,1740,1742],{"className":1363,"code":1741,"language":1365,"meta":1366,"style":1366},"poetry config virtualenvs.in-project true\n",[1037,1743,1744],{"__ignoreMap":1366},[1298,1745,1746,1748,1750,1753],{"class":1371,"line":1372},[1298,1747,1100],{"class":1375},[1298,1749,1700],{"class":1378},[1298,1751,1752],{"class":1378}," virtualenvs.in-project",[1298,1754,1755],{"class":1382}," true\n",[1450,1757],{},[1349,1759,1761],{"id":1760},"remove-environment","Remove environment",[1354,1763,1764,1772,1820],{},[1357,1765,1766],{"icon":1359,"label":1039},[1026,1767,1768,1769,1771],{},"N\u002FA. There is no way to programmatically removed an environment. One must manually delete ",[1037,1770,1629],{}," directory.",[1357,1773,1774,1781,1803,1806],{"icon":1400,"label":1068},[1026,1775,1776,1777,1780],{},"Remove an environment named ",[1037,1778,1779],{},"\u003Cenv>",":",[1361,1782,1784],{"className":1363,"code":1783,"language":1365,"meta":1366,"style":1366},"hatch env remove \u003Cenv>\n",[1037,1785,1786],{"__ignoreMap":1366},[1298,1787,1788,1790,1792,1795,1797,1799,1801],{"class":1371,"line":1372},[1298,1789,1068],{"class":1375},[1298,1791,1551],{"class":1378},[1298,1793,1794],{"class":1378}," remove",[1298,1796,1499],{"class":1498},[1298,1798,1559],{"class":1378},[1298,1800,1562],{"class":1505},[1298,1802,1509],{"class":1498},[1026,1804,1805],{},"Remove all environments:",[1361,1807,1809],{"className":1363,"code":1808,"language":1365,"meta":1366,"style":1366},"hatch env prune\n",[1037,1810,1811],{"__ignoreMap":1366},[1298,1812,1813,1815,1817],{"class":1371,"line":1372},[1298,1814,1068],{"class":1375},[1298,1816,1551],{"class":1378},[1298,1818,1819],{"class":1378}," prune\n",[1357,1821,1822],{"icon":1424,"label":1100},[1361,1823,1825],{"className":1363,"code":1824,"language":1365,"meta":1366,"style":1366},"poetry env remove --all\n",[1037,1826,1827],{"__ignoreMap":1366},[1298,1828,1829,1831,1833,1835],{"class":1371,"line":1372},[1298,1830,1100],{"class":1375},[1298,1832,1551],{"class":1378},[1298,1834,1794],{"class":1378},[1298,1836,1837],{"class":1382}," --all\n",[1450,1839],{},[1349,1841,1843],{"id":1842},"change-a-projects-python-version","Change a project's python version",[1354,1845,1846,1914,1926],{},[1357,1847,1848,1851,1874,1877],{"icon":1359,"label":1039},[1026,1849,1850],{},"Configure the default python version for a project:",[1361,1852,1854],{"className":1363,"code":1853,"language":1365,"meta":1366,"style":1366},"uv python pin \u003Cversion>\n",[1037,1855,1856],{"__ignoreMap":1366},[1298,1857,1858,1860,1863,1866,1868,1870,1872],{"class":1371,"line":1372},[1298,1859,1039],{"class":1375},[1298,1861,1862],{"class":1378}," python",[1298,1864,1865],{"class":1378}," pin",[1298,1867,1499],{"class":1498},[1298,1869,1502],{"class":1378},[1298,1871,1506],{"class":1505},[1298,1873,1509],{"class":1498},[1026,1875,1876],{},"Replace the current environment with a new one with a different version of python:",[1361,1878,1880],{"className":1363,"code":1879,"language":1365,"meta":1366,"style":1366},"uv venv --python \u003Cnew_version> --refresh --clear\nuv sync --all-extras\n",[1037,1881,1882,1906],{"__ignoreMap":1366},[1298,1883,1884,1886,1888,1890,1892,1895,1897,1900,1903],{"class":1371,"line":1372},[1298,1885,1039],{"class":1375},[1298,1887,1492],{"class":1378},[1298,1889,1495],{"class":1382},[1298,1891,1499],{"class":1498},[1298,1893,1894],{"class":1378},"new_versio",[1298,1896,1506],{"class":1505},[1298,1898,1899],{"class":1498},">",[1298,1901,1902],{"class":1382}," --refresh",[1298,1904,1905],{"class":1382}," --clear\n",[1298,1907,1908,1910,1912],{"class":1371,"line":1512},[1298,1909,1039],{"class":1375},[1298,1911,1474],{"class":1378},[1298,1913,1477],{"class":1382},[1357,1915,1916,1919],{"icon":1400,"label":1068},[1026,1917,1918],{},"N\u002FA. Hatch is designed to allow multiple isolated environments. Simply run commands in the pre-configured environment with the desired version.",[1026,1920,1921,1922,1574],{},"For more information about configuring an environment to run on a particular version of python, check out the ",[1056,1923,1726],{"href":1924,"rel":1925,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002Flatest\u002Fplugins\u002Fenvironment\u002Fvirtual\u002F#python-resolution",[1060,1061],[1357,1927,1928,1943],{"icon":1424,"label":1100},[1026,1929,1930,1931,1933,1934,1942],{},"Changing to a different version of python with ",[1037,1932,1100],{}," requires a global environment manager, e.g. ",[1056,1935,1938],{"href":1936,"rel":1937,"target":1062},"https:\u002F\u002Fmise.jdx.dev\u002F",[1060,1061],[1037,1939,1941],{"style":1940},"color: green;","mise",".\nFirst remove the current env and run:",[1361,1944,1946],{"className":1363,"code":1945,"language":1365,"meta":1366,"style":1366},"mise use python@3.9\npoetry env use python3.9\npoetry install --all-extras\n",[1037,1947,1948,1958,1969],{"__ignoreMap":1366},[1298,1949,1950,1952,1955],{"class":1371,"line":1372},[1298,1951,1941],{"class":1375},[1298,1953,1954],{"class":1378}," use",[1298,1956,1957],{"class":1378}," python@3.9\n",[1298,1959,1960,1962,1964,1966],{"class":1371,"line":1512},[1298,1961,1100],{"class":1375},[1298,1963,1551],{"class":1378},[1298,1965,1954],{"class":1378},[1298,1967,1968],{"class":1378}," python3.9\n",[1298,1970,1971,1973,1975],{"class":1371,"line":1520},[1298,1972,1100],{"class":1375},[1298,1974,1590],{"class":1378},[1298,1976,1477],{"class":1382},[1450,1978],{},[1349,1980,1982],{"id":1981},"list-dependencies","List dependencies",[1354,1984,1985,2021,2055],{},[1357,1986,1987,2002,2009],{"icon":1359,"label":1039},[1361,1988,1990],{"className":1363,"code":1989,"language":1365,"meta":1366,"style":1366},"uv pip freeze\n",[1037,1991,1992],{"__ignoreMap":1366},[1298,1993,1994,1996,1999],{"class":1371,"line":1372},[1298,1995,1039],{"class":1375},[1298,1997,1998],{"class":1378}," pip",[1298,2000,2001],{"class":1378}," freeze\n",[1026,2003,2004,2005,2008],{},"Or create a ",[1037,2006,2007],{},"pipdeptree"," visualization of the project's dependencies:",[1361,2010,2012],{"className":1363,"code":2011,"language":1365,"meta":1366,"style":1366},"uv tree\n",[1037,2013,2014],{"__ignoreMap":1366},[1298,2015,2016,2018],{"class":1371,"line":1372},[1298,2017,1039],{"class":1375},[1298,2019,2020],{"class":1378}," tree\n",[1357,2022,2023,2028],{"icon":1400,"label":1068},[1026,2024,2025,2026,1780],{},"For a named environment ",[1037,2027,1779],{},[1361,2029,2031],{"className":1363,"code":2030,"language":1365,"meta":1366,"style":1366},"hatch run \u003Cenv>:uv pip freeze\n",[1037,2032,2033],{"__ignoreMap":1366},[1298,2034,2035,2037,2040,2042,2044,2046,2048,2051,2053],{"class":1371,"line":1372},[1298,2036,1068],{"class":1375},[1298,2038,2039],{"class":1378}," run",[1298,2041,1499],{"class":1498},[1298,2043,1559],{"class":1378},[1298,2045,1562],{"class":1505},[1298,2047,1899],{"class":1498},[1298,2049,2050],{"class":1378},":uv",[1298,2052,1998],{"class":1378},[1298,2054,2001],{"class":1378},[1357,2056,2057],{"icon":1424,"label":1100},[1361,2058,2060],{"className":1363,"code":2059,"language":1365,"meta":1366,"style":1366},"poetry show\n",[1037,2061,2062],{"__ignoreMap":1366},[1298,2063,2064,2066],{"class":1371,"line":1372},[1298,2065,1100],{"class":1375},[1298,2067,2068],{"class":1378}," show\n",[1450,2070],{},[1349,2072,2074],{"id":2073},"add-a-dependency","Add a dependency",[1354,2076,2077,2230,2310],{},[1357,2078,2079,2089,2101,2104,2126,2129,2146,2157,2188,2200],{"icon":1359,"label":1039},[1026,2080,2081,2082,2084,2085,2088],{},"Update ",[1037,2083,1534],{}," and then either let ",[1037,2086,2087],{},"uv run"," automatically update the environment before use or actively update the environment by running:",[1361,2090,2092],{"className":1363,"code":2091,"language":1365,"meta":1366,"style":1366},"uv sync\n",[1037,2093,2094],{"__ignoreMap":1366},[1298,2095,2096,2098],{"class":1371,"line":1372},[1298,2097,1039],{"class":1375},[1298,2099,2100],{"class":1378}," sync\n",[1026,2102,2103],{},"Or add a standard dependency with the command-line:",[1361,2105,2107],{"className":1363,"code":2106,"language":1365,"meta":1366,"style":1366},"uv add \u003Cpackage>\n",[1037,2108,2109],{"__ignoreMap":1366},[1298,2110,2111,2113,2116,2118,2121,2124],{"class":1371,"line":1372},[1298,2112,1039],{"class":1375},[1298,2114,2115],{"class":1378}," add",[1298,2117,1499],{"class":1498},[1298,2119,2120],{"class":1378},"packag",[1298,2122,2123],{"class":1505},"e",[1298,2125,1509],{"class":1498},[1026,2127,2128],{},"For local editable dependencies:",[1361,2130,2132],{"className":1363,"code":2131,"language":1365,"meta":1366,"style":1366},"uv add --editable \u002Fpath\u002Fto\u002Fpkg\u002F\n",[1037,2133,2134],{"__ignoreMap":1366},[1298,2135,2136,2138,2140,2143],{"class":1371,"line":1372},[1298,2137,1039],{"class":1375},[1298,2139,2115],{"class":1378},[1298,2141,2142],{"class":1382}," --editable",[1298,2144,2145],{"class":1378}," \u002Fpath\u002Fto\u002Fpkg\u002F\n",[1026,2147,2148,2149,2152,2153,2156],{},"Add ",[1037,2150,2151],{},"\u003Cpackage>"," to an ",[1037,2154,2155],{},"optional-dependencies"," group:",[1361,2158,2160],{"className":1363,"code":2159,"language":1365,"meta":1366,"style":1366},"uv add --optional \u003Cgroup_name> \u003Cpackage>\n",[1037,2161,2162],{"__ignoreMap":1366},[1298,2163,2164,2166,2168,2171,2173,2176,2178,2180,2182,2184,2186],{"class":1371,"line":1372},[1298,2165,1039],{"class":1375},[1298,2167,2115],{"class":1378},[1298,2169,2170],{"class":1382}," --optional",[1298,2172,1499],{"class":1498},[1298,2174,2175],{"class":1378},"group_nam",[1298,2177,2123],{"class":1505},[1298,2179,1899],{"class":1498},[1298,2181,1499],{"class":1498},[1298,2183,2120],{"class":1378},[1298,2185,2123],{"class":1505},[1298,2187,1509],{"class":1498},[1026,2189,2148,2190,2192,2193,2156],{},[1037,2191,2151],{}," to a ",[1056,2194,2197],{"href":2195,"rel":2196,"target":1062},"https:\u002F\u002Fpackaging.python.org\u002Fen\u002Flatest\u002Fspecifications\u002Fdependency-groups\u002F#dependency-groups",[1060,1061],[1037,2198,2199],{"style":1940},"dependency-groups",[1361,2201,2203],{"className":1363,"code":2202,"language":1365,"meta":1366,"style":1366},"uv add --group \u003Cgroup_name> \u003Cpackage>\n",[1037,2204,2205],{"__ignoreMap":1366},[1298,2206,2207,2209,2211,2214,2216,2218,2220,2222,2224,2226,2228],{"class":1371,"line":1372},[1298,2208,1039],{"class":1375},[1298,2210,2115],{"class":1378},[1298,2212,2213],{"class":1382}," --group",[1298,2215,1499],{"class":1498},[1298,2217,2175],{"class":1378},[1298,2219,2123],{"class":1505},[1298,2221,1899],{"class":1498},[1298,2223,1499],{"class":1498},[1298,2225,2120],{"class":1378},[1298,2227,2123],{"class":1505},[1298,2229,1509],{"class":1498},[1357,2231,2232,2239,2276,2279],{"icon":1400,"label":1068},[1026,2233,2081,2234,2236,2237,1780],{},[1037,2235,1534],{}," and then recreate the affected environment ",[1037,2238,1779],{},[1361,2240,2242],{"className":1363,"code":2241,"language":1365,"meta":1366,"style":1366},"hatch env remove \u003Cenv>\nhatch env create \u003Cenv>\n",[1037,2243,2244,2260],{"__ignoreMap":1366},[1298,2245,2246,2248,2250,2252,2254,2256,2258],{"class":1371,"line":1372},[1298,2247,1068],{"class":1375},[1298,2249,1551],{"class":1378},[1298,2251,1794],{"class":1378},[1298,2253,1499],{"class":1498},[1298,2255,1559],{"class":1378},[1298,2257,1562],{"class":1505},[1298,2259,1509],{"class":1498},[1298,2261,2262,2264,2266,2268,2270,2272,2274],{"class":1371,"line":1512},[1298,2263,1068],{"class":1375},[1298,2265,1551],{"class":1378},[1298,2267,1554],{"class":1378},[1298,2269,1499],{"class":1498},[1298,2271,1559],{"class":1378},[1298,2273,1562],{"class":1505},[1298,2275,1509],{"class":1498},[1026,2277,2278],{},"For local editable dependencies",[1361,2280,2282],{"className":1363,"code":2281,"language":1365,"meta":1366,"style":1366},"hatch run \u003Cenv>:uv pip install -e \u002Fpath\u002Fto\u002Fpkg\n",[1037,2283,2284],{"__ignoreMap":1366},[1298,2285,2286,2288,2290,2292,2294,2296,2298,2300,2302,2304,2307],{"class":1371,"line":1372},[1298,2287,1068],{"class":1375},[1298,2289,2039],{"class":1378},[1298,2291,1499],{"class":1498},[1298,2293,1559],{"class":1378},[1298,2295,1562],{"class":1505},[1298,2297,1899],{"class":1498},[1298,2299,2050],{"class":1378},[1298,2301,1998],{"class":1378},[1298,2303,1590],{"class":1378},[1298,2305,2306],{"class":1382}," -e",[1298,2308,2309],{"class":1378}," \u002Fpath\u002Fto\u002Fpkg\n",[1357,2311,2312,2317,2335,2337,2356,2358,2373,2379,2408,2417],{"icon":1424,"label":1100},[1026,2313,2081,2314,2316],{},[1037,2315,1534],{}," and update the environment:",[1361,2318,2319],{"className":1363,"code":1597,"language":1365,"meta":1366,"style":1366},[1037,2320,2321,2327],{"__ignoreMap":1366},[1298,2322,2323,2325],{"class":1371,"line":1372},[1298,2324,1100],{"class":1375},[1298,2326,1517],{"class":1378},[1298,2328,2329,2331,2333],{"class":1371,"line":1512},[1298,2330,1100],{"class":1375},[1298,2332,1590],{"class":1378},[1298,2334,1477],{"class":1382},[1026,2336,2103],{},[1361,2338,2340],{"className":1363,"code":2339,"language":1365,"meta":1366,"style":1366},"poetry add \u003Cpackage>\n",[1037,2341,2342],{"__ignoreMap":1366},[1298,2343,2344,2346,2348,2350,2352,2354],{"class":1371,"line":1372},[1298,2345,1100],{"class":1375},[1298,2347,2115],{"class":1378},[1298,2349,1499],{"class":1498},[1298,2351,2120],{"class":1378},[1298,2353,2123],{"class":1505},[1298,2355,1509],{"class":1498},[1026,2357,2128],{},[1361,2359,2361],{"className":1363,"code":2360,"language":1365,"meta":1366,"style":1366},"poetry add --editable \u002Fpath\u002Fto\u002Fpkg\n",[1037,2362,2363],{"__ignoreMap":1366},[1298,2364,2365,2367,2369,2371],{"class":1371,"line":1372},[1298,2366,1100],{"class":1375},[1298,2368,2115],{"class":1378},[1298,2370,2142],{"class":1382},[1298,2372,2309],{"class":1378},[1026,2374,2148,2375,2152,2377,2156],{},[1037,2376,2151],{},[1037,2378,2155],{},[1361,2380,2382],{"className":1363,"code":2381,"language":1365,"meta":1366,"style":1366},"poetry add --optional \u003Cgroup_name> \u003Cpackage>\n",[1037,2383,2384],{"__ignoreMap":1366},[1298,2385,2386,2388,2390,2392,2394,2396,2398,2400,2402,2404,2406],{"class":1371,"line":1372},[1298,2387,1100],{"class":1375},[1298,2389,2115],{"class":1378},[1298,2391,2170],{"class":1382},[1298,2393,1499],{"class":1498},[1298,2395,2175],{"class":1378},[1298,2397,2123],{"class":1505},[1298,2399,1899],{"class":1498},[1298,2401,1499],{"class":1498},[1298,2403,2120],{"class":1378},[1298,2405,2123],{"class":1505},[1298,2407,1509],{"class":1498},[1026,2409,2148,2410,2192,2412,2156],{},[1037,2411,2151],{},[1056,2413,2415],{"href":2195,"rel":2414,"target":1062},[1060,1061],[1037,2416,2199],{"style":1940},[1361,2418,2420],{"className":1363,"code":2419,"language":1365,"meta":1366,"style":1366},"poetry add --group \u003Cgroup_name> \u003Cpackage>\n",[1037,2421,2422],{"__ignoreMap":1366},[1298,2423,2424,2426,2428,2430,2432,2434,2436,2438,2440,2442,2444],{"class":1371,"line":1372},[1298,2425,1100],{"class":1375},[1298,2427,2115],{"class":1378},[1298,2429,2213],{"class":1382},[1298,2431,1499],{"class":1498},[1298,2433,2175],{"class":1378},[1298,2435,2123],{"class":1505},[1298,2437,1899],{"class":1498},[1298,2439,1499],{"class":1498},[1298,2441,2120],{"class":1378},[1298,2443,2123],{"class":1505},[1298,2445,1509],{"class":1498},[1450,2447],{},[1349,2449,2451],{"id":2450},"remove-a-dependency","Remove a dependency",[1354,2453,2454,2570,2617],{},[1357,2455,2456,2462,2472,2475,2494,2502,2531,2541],{"icon":1359,"label":1039},[1026,2457,2081,2458,2084,2460,2088],{},[1037,2459,1534],{},[1037,2461,2087],{},[1361,2463,2464],{"className":1363,"code":2091,"language":1365,"meta":1366,"style":1366},[1037,2465,2466],{"__ignoreMap":1366},[1298,2467,2468,2470],{"class":1371,"line":1372},[1298,2469,1039],{"class":1375},[1298,2471,2100],{"class":1378},[1026,2473,2474],{},"Or remove a standard dependency with the command-line:",[1361,2476,2478],{"className":1363,"code":2477,"language":1365,"meta":1366,"style":1366},"uv remove \u003Cpackage>\n",[1037,2479,2480],{"__ignoreMap":1366},[1298,2481,2482,2484,2486,2488,2490,2492],{"class":1371,"line":1372},[1298,2483,1039],{"class":1375},[1298,2485,1794],{"class":1378},[1298,2487,1499],{"class":1498},[1298,2489,2120],{"class":1378},[1298,2491,2123],{"class":1505},[1298,2493,1509],{"class":1498},[1026,2495,2496,2497,2499,2500,2156],{},"Remove ",[1037,2498,2151],{}," from an ",[1037,2501,2155],{},[1361,2503,2505],{"className":1363,"code":2504,"language":1365,"meta":1366,"style":1366},"uv remove \u003Cpackage> --optional \u003Cgroup_name>\n",[1037,2506,2507],{"__ignoreMap":1366},[1298,2508,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529],{"class":1371,"line":1372},[1298,2510,1039],{"class":1375},[1298,2512,1794],{"class":1378},[1298,2514,1499],{"class":1498},[1298,2516,2120],{"class":1378},[1298,2518,2123],{"class":1505},[1298,2520,1899],{"class":1498},[1298,2522,2170],{"class":1382},[1298,2524,1499],{"class":1498},[1298,2526,2175],{"class":1378},[1298,2528,2123],{"class":1505},[1298,2530,1509],{"class":1498},[1026,2532,2496,2533,2535,2536,2156],{},[1037,2534,2151],{}," from a ",[1056,2537,2539],{"href":2195,"rel":2538,"target":1062},[1060,1061],[1037,2540,2199],{"style":1940},[1361,2542,2544],{"className":1363,"code":2543,"language":1365,"meta":1366,"style":1366},"uv remove --group \u003Cgroup_name> \u003Cpackage>\n",[1037,2545,2546],{"__ignoreMap":1366},[1298,2547,2548,2550,2552,2554,2556,2558,2560,2562,2564,2566,2568],{"class":1371,"line":1372},[1298,2549,1039],{"class":1375},[1298,2551,1794],{"class":1378},[1298,2553,2213],{"class":1382},[1298,2555,1499],{"class":1498},[1298,2557,2175],{"class":1378},[1298,2559,2123],{"class":1505},[1298,2561,1899],{"class":1498},[1298,2563,1499],{"class":1498},[1298,2565,2120],{"class":1378},[1298,2567,2123],{"class":1505},[1298,2569,1509],{"class":1498},[1357,2571,2572,2581],{"icon":1400,"label":1068},[1026,2573,2081,2574,2084,2576,2578,2579,1780],{},[1037,2575,1534],{},[1037,2577,1573],{}," automatically update the environment before use or actively recreate the affected environment ",[1037,2580,1779],{},[1361,2582,2583],{"className":1363,"code":2241,"language":1365,"meta":1366,"style":1366},[1037,2584,2585,2601],{"__ignoreMap":1366},[1298,2586,2587,2589,2591,2593,2595,2597,2599],{"class":1371,"line":1372},[1298,2588,1068],{"class":1375},[1298,2590,1551],{"class":1378},[1298,2592,1794],{"class":1378},[1298,2594,1499],{"class":1498},[1298,2596,1559],{"class":1378},[1298,2598,1562],{"class":1505},[1298,2600,1509],{"class":1498},[1298,2602,2603,2605,2607,2609,2611,2613,2615],{"class":1371,"line":1512},[1298,2604,1068],{"class":1375},[1298,2606,1551],{"class":1378},[1298,2608,1554],{"class":1378},[1298,2610,1499],{"class":1498},[1298,2612,1559],{"class":1378},[1298,2614,1562],{"class":1505},[1298,2616,1509],{"class":1498},[1357,2618,2619,2623,2641,2643,2662,2668,2697,2706],{"icon":1424,"label":1100},[1026,2620,2081,2621,2316],{},[1037,2622,1534],{},[1361,2624,2625],{"className":1363,"code":1597,"language":1365,"meta":1366,"style":1366},[1037,2626,2627,2633],{"__ignoreMap":1366},[1298,2628,2629,2631],{"class":1371,"line":1372},[1298,2630,1100],{"class":1375},[1298,2632,1517],{"class":1378},[1298,2634,2635,2637,2639],{"class":1371,"line":1512},[1298,2636,1100],{"class":1375},[1298,2638,1590],{"class":1378},[1298,2640,1477],{"class":1382},[1026,2642,2474],{},[1361,2644,2646],{"className":1363,"code":2645,"language":1365,"meta":1366,"style":1366},"poetry remove \u003Cpackage>\n",[1037,2647,2648],{"__ignoreMap":1366},[1298,2649,2650,2652,2654,2656,2658,2660],{"class":1371,"line":1372},[1298,2651,1100],{"class":1375},[1298,2653,1794],{"class":1378},[1298,2655,1499],{"class":1498},[1298,2657,2120],{"class":1378},[1298,2659,2123],{"class":1505},[1298,2661,1509],{"class":1498},[1026,2663,2496,2664,2499,2666,2156],{},[1037,2665,2151],{},[1037,2667,2155],{},[1361,2669,2671],{"className":1363,"code":2670,"language":1365,"meta":1366,"style":1366},"poetry remove --optional \u003Cgroup_name> \u003Cpackage>\n",[1037,2672,2673],{"__ignoreMap":1366},[1298,2674,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695],{"class":1371,"line":1372},[1298,2676,1100],{"class":1375},[1298,2678,1794],{"class":1378},[1298,2680,2170],{"class":1382},[1298,2682,1499],{"class":1498},[1298,2684,2175],{"class":1378},[1298,2686,2123],{"class":1505},[1298,2688,1899],{"class":1498},[1298,2690,1499],{"class":1498},[1298,2692,2120],{"class":1378},[1298,2694,2123],{"class":1505},[1298,2696,1509],{"class":1498},[1026,2698,2496,2699,2535,2701,2156],{},[1037,2700,2151],{},[1056,2702,2704],{"href":2195,"rel":2703,"target":1062},[1060,1061],[1037,2705,2199],{"style":1940},[1361,2707,2709],{"className":1363,"code":2708,"language":1365,"meta":1366,"style":1366},"poetry remove --group \u003Cgroup_name> \u003Cpackage>\n",[1037,2710,2711],{"__ignoreMap":1366},[1298,2712,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733],{"class":1371,"line":1372},[1298,2714,1100],{"class":1375},[1298,2716,1794],{"class":1378},[1298,2718,2213],{"class":1382},[1298,2720,1499],{"class":1498},[1298,2722,2175],{"class":1378},[1298,2724,2123],{"class":1505},[1298,2726,1899],{"class":1498},[1298,2728,1499],{"class":1498},[1298,2730,2120],{"class":1378},[1298,2732,2123],{"class":1505},[1298,2734,1509],{"class":1498},[1450,2736],{},[1349,2738,2740],{"id":2739},"update-a-dependency","Update a dependency",[1354,2742,2743,2812,2898],{},[1357,2744,2745,2753,2756,2759,2782,2785,2799],{"icon":1359,"label":1039},[1026,2746,2747,2749,2750,2752],{},[1037,2748,1039],{}," automatically updates dependencies changed in the ",[1037,2751,1534],{}," before running commands unless told otherwise.",[1026,2754,2755],{},"It may, however, be desirable to actively update dependencies, e.g. when testing release candidates or pre-releases.",[1026,2757,2758],{},"To update an unpinned dependency's locked version:",[1361,2760,2762],{"className":1363,"code":2761,"language":1365,"meta":1366,"style":1366},"uv lock --upgrade-package \u003Cpackage>\n",[1037,2763,2764],{"__ignoreMap":1366},[1298,2765,2766,2768,2771,2774,2776,2778,2780],{"class":1371,"line":1372},[1298,2767,1039],{"class":1375},[1298,2769,2770],{"class":1378}," lock",[1298,2772,2773],{"class":1382}," --upgrade-package",[1298,2775,1499],{"class":1498},[1298,2777,2120],{"class":1378},[1298,2779,2123],{"class":1505},[1298,2781,1509],{"class":1498},[1026,2783,2784],{},"Or update all dependencies:",[1361,2786,2788],{"className":1363,"code":2787,"language":1365,"meta":1366,"style":1366},"uv lock --upgrade\n",[1037,2789,2790],{"__ignoreMap":1366},[1298,2791,2792,2794,2796],{"class":1371,"line":1372},[1298,2793,1039],{"class":1375},[1298,2795,2770],{"class":1378},[1298,2797,2798],{"class":1382}," --upgrade\n",[1026,2800,2801,1050,2804,2807,2808,2811],{},[1037,2802,2803],{},"--upgrade",[1037,2805,2806],{},"--upgrade-package"," both imply ",[1037,2809,2810],{},"--refresh"," which updates cached data.",[1357,2813,2814,2821,2830,2873],{"icon":1400,"label":1068},[1026,2815,2081,2816,2084,2818,2820],{},[1037,2817,1534],{},[1037,2819,1573],{}," automatically update the environment before use or actively recreate the affected environment.",[1026,2822,2823,2824,2826,2827,2829],{},"Or call ",[1037,2825,1039],{}," from within the ",[1037,2828,1779],{}," to update, e.g. to set as a local editable installation:",[1361,2831,2833],{"className":1363,"code":2832,"language":1365,"meta":1366,"style":1366},"hatch run \u003Cenv>:uv pip install \u003Coptions> \u003Cpackage>\n",[1037,2834,2835],{"__ignoreMap":1366},[1298,2836,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2860,2863,2865,2867,2869,2871],{"class":1371,"line":1372},[1298,2838,1068],{"class":1375},[1298,2840,2039],{"class":1378},[1298,2842,1499],{"class":1498},[1298,2844,1559],{"class":1378},[1298,2846,1562],{"class":1505},[1298,2848,1899],{"class":1498},[1298,2850,2050],{"class":1378},[1298,2852,1998],{"class":1378},[1298,2854,1590],{"class":1378},[1298,2856,1499],{"class":1498},[1298,2858,2859],{"class":1378},"option",[1298,2861,2862],{"class":1505},"s",[1298,2864,1899],{"class":1498},[1298,2866,1499],{"class":1498},[1298,2868,2120],{"class":1378},[1298,2870,2123],{"class":1505},[1298,2872,1509],{"class":1498},[1026,2874,2875,2876,2878,2879,2881,2882,2884,2885,2887,2888,2890,2891,2893,2894],{},"Note: ",[1037,2877,1039],{}," is a dependency of ",[1037,2880,1068],{}," only when ",[1037,2883,1068],{}," is configured to use ",[1037,2886,1039],{}," as its installer, otherwise ",[1037,2889,1046],{}," is the underlying tool that one would call to update a dependency from the command-line. For more about enabling ",[1037,2892,1039],{}," from hatch see the ",[1056,2895,1726],{"href":2896,"rel":2897,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002F1.13\u002Fhow-to\u002Fenvironment\u002Fselect-installer\u002F#enabling-uv",[1060,1061],[1357,2899,2900,2904,2922,2929],{"icon":1424,"label":1100},[1026,2901,2081,2902,2316],{},[1037,2903,1534],{},[1361,2905,2906],{"className":1363,"code":1597,"language":1365,"meta":1366,"style":1366},[1037,2907,2908,2914],{"__ignoreMap":1366},[1298,2909,2910,2912],{"class":1371,"line":1372},[1298,2911,1100],{"class":1375},[1298,2913,1517],{"class":1378},[1298,2915,2916,2918,2920],{"class":1371,"line":1512},[1298,2917,1100],{"class":1375},[1298,2919,1590],{"class":1378},[1298,2921,1477],{"class":1382},[1026,2923,2924,2925],{},"Or update the ",[2926,2927,2928],"package",{}," from the command-line:",[1361,2930,2932],{"className":1363,"code":2931,"language":1365,"meta":1366,"style":1366},"poetry update \u003Cpackage>\n",[1037,2933,2934],{"__ignoreMap":1366},[1298,2935,2936,2938,2941,2943,2945,2947],{"class":1371,"line":1372},[1298,2937,1100],{"class":1375},[1298,2939,2940],{"class":1378}," update",[1298,2942,1499],{"class":1498},[1298,2944,2120],{"class":1378},[1298,2946,2123],{"class":1505},[1298,2948,1509],{"class":1498},[1450,2950],{},[1349,2952,2954],{"id":2953},"run-a-script","Run a script",[1354,2956,2957,3081,3136],{},[1357,2958,2959,2964,2994,3004,3036,3039,3064],{"icon":1359,"label":1039},[1026,2960,2961,2962,1780],{},"Project scripts declared in ",[1037,2963,1534],{},[1361,2965,2967],{"className":1363,"code":2966,"language":1365,"meta":1366,"style":1366},"uv run \u003Ccmd> \u003Cargs>\n",[1037,2968,2969],{"__ignoreMap":1366},[1298,2970,2971,2973,2975,2977,2980,2983,2985,2987,2990,2992],{"class":1371,"line":1372},[1298,2972,1039],{"class":1375},[1298,2974,2039],{"class":1378},[1298,2976,1499],{"class":1498},[1298,2978,2979],{"class":1378},"cm",[1298,2981,2982],{"class":1505},"d",[1298,2984,1899],{"class":1498},[1298,2986,1499],{"class":1498},[1298,2988,2989],{"class":1378},"arg",[1298,2991,2862],{"class":1505},[1298,2993,1509],{"class":1498},[1026,2995,2996,2997,1535,3000,3003],{},"Using the ",[1037,2998,2999],{},"uv tool",[1037,3001,3002],{},"uvx"," interface:",[1361,3005,3007],{"className":1363,"code":3006,"language":1365,"meta":1366,"style":1366},"uv tool run \u003Ctool> \u003Ccmd>\n",[1037,3008,3009],{"__ignoreMap":1366},[1298,3010,3011,3013,3016,3018,3020,3023,3026,3028,3030,3032,3034],{"class":1371,"line":1372},[1298,3012,1039],{"class":1375},[1298,3014,3015],{"class":1378}," tool",[1298,3017,2039],{"class":1378},[1298,3019,1499],{"class":1498},[1298,3021,3022],{"class":1378},"too",[1298,3024,3025],{"class":1505},"l",[1298,3027,1899],{"class":1498},[1298,3029,1499],{"class":1498},[1298,3031,2979],{"class":1378},[1298,3033,2982],{"class":1505},[1298,3035,1509],{"class":1498},[1026,3037,3038],{},"which is equivalent to:",[1361,3040,3042],{"className":1363,"code":3041,"language":1365,"meta":1366,"style":1366},"uvx \u003Ctool> \u003Ccmd>\n",[1037,3043,3044],{"__ignoreMap":1366},[1298,3045,3046,3048,3050,3052,3054,3056,3058,3060,3062],{"class":1371,"line":1372},[1298,3047,3002],{"class":1375},[1298,3049,1499],{"class":1498},[1298,3051,3022],{"class":1378},[1298,3053,3025],{"class":1505},[1298,3055,1899],{"class":1498},[1298,3057,1499],{"class":1498},[1298,3059,2979],{"class":1378},[1298,3061,2982],{"class":1505},[1298,3063,1509],{"class":1498},[1026,3065,3066,3067,3069,3070,3073,3074,3076,3077,1574],{},"Certain tools must not be installed into the local development environment, but are instead managed by ",[1037,3068,1039],{},", e.g. ",[1037,3071,3072],{},"uv tool run ruff --version","\nTo learn more about the ",[1037,3075,2999],{}," interface check out the ",[1056,3078,1726],{"href":3079,"rel":3080,"target":1062},"https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002Fconcepts\u002Ftools\u002F",[1060,1061],[1357,3082,3083,3121],{"icon":1400,"label":1068},[1361,3084,3086],{"className":1363,"code":3085,"language":1365,"meta":1366,"style":1366},"hatch run \u003Cenv>:\u003Ccmd> \u003Cargs>\n",[1037,3087,3088],{"__ignoreMap":1366},[1298,3089,3090,3092,3094,3096,3098,3100,3102,3104,3107,3109,3111,3113,3115,3117,3119],{"class":1371,"line":1372},[1298,3091,1068],{"class":1375},[1298,3093,2039],{"class":1378},[1298,3095,1499],{"class":1498},[1298,3097,1559],{"class":1378},[1298,3099,1562],{"class":1505},[1298,3101,1899],{"class":1498},[1298,3103,1780],{"class":1378},[1298,3105,3106],{"class":1498},"\u003C",[1298,3108,2979],{"class":1378},[1298,3110,2982],{"class":1505},[1298,3112,1899],{"class":1498},[1298,3114,1499],{"class":1498},[1298,3116,2989],{"class":1378},[1298,3118,2862],{"class":1505},[1298,3120,1509],{"class":1498},[1026,3122,3123,3124,3127,3128,1535,3130,3132,3133,1574],{},"where ",[1037,3125,3126],{},"\u003Ccmd>"," is a project script, a named CLI alias declared in a ",[1037,3129,1538],{},[1037,3131,1534],{},", or any arbitrary command-line command.\nTo learn more about defining scripts see the ",[1056,3134,1726],{"href":1233,"rel":3135,"target":1062},[1060,1061],[1357,3137,3138,3142],{"icon":1424,"label":1100},[1026,3139,2961,3140,1780],{},[1037,3141,1534],{},[1361,3143,3145],{"className":1363,"code":3144,"language":1365,"meta":1366,"style":1366},"poetry run \u003Ccmd> \u003Cargs>\n",[1037,3146,3147],{"__ignoreMap":1366},[1298,3148,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167],{"class":1371,"line":1372},[1298,3150,1100],{"class":1375},[1298,3152,2039],{"class":1378},[1298,3154,1499],{"class":1498},[1298,3156,2979],{"class":1378},[1298,3158,2982],{"class":1505},[1298,3160,1899],{"class":1498},[1298,3162,1499],{"class":1498},[1298,3164,2989],{"class":1378},[1298,3166,2862],{"class":1505},[1298,3168,1509],{"class":1498},[1450,3170],{},[1349,3172,3174],{"id":3173},"format-files","Format files",[1354,3176,3177,3276,3315],{},[1357,3178,3179,3194,3219,3224,3249,3264],{"icon":1359,"label":1039},[1026,3180,3181,3182,3184,3185,3187,3188,3190,3191,1780],{},"Assuming the project has ",[1037,3183,1053],{}," as a dependency and ",[1037,3186,1053],{}," is configured via the ",[1037,3189,1534],{}," or a ",[1037,3192,3193],{},"ruff.toml",[1361,3195,3197],{"className":1363,"code":3196,"language":1365,"meta":1366,"style":1366},"uv run ruff format \u003Cpath>\n",[1037,3198,3199],{"__ignoreMap":1366},[1298,3200,3201,3203,3205,3208,3211,3213,3215,3217],{"class":1371,"line":1372},[1298,3202,1039],{"class":1375},[1298,3204,2039],{"class":1378},[1298,3206,3207],{"class":1378}," ruff",[1298,3209,3210],{"class":1378}," format",[1298,3212,1499],{"class":1498},[1298,3214,1646],{"class":1378},[1298,3216,1649],{"class":1505},[1298,3218,1509],{"class":1498},[1026,3220,3221,3222,3003],{},"Or without the declared dependency, using the ",[1037,3223,2999],{},[1361,3225,3227],{"className":1363,"code":3226,"language":1365,"meta":1366,"style":1366},"uv tool run ruff format \u003Cpath>\n",[1037,3228,3229],{"__ignoreMap":1366},[1298,3230,3231,3233,3235,3237,3239,3241,3243,3245,3247],{"class":1371,"line":1372},[1298,3232,1039],{"class":1375},[1298,3234,3015],{"class":1378},[1298,3236,2039],{"class":1378},[1298,3238,3207],{"class":1378},[1298,3240,3210],{"class":1378},[1298,3242,1499],{"class":1498},[1298,3244,1646],{"class":1378},[1298,3246,1649],{"class":1505},[1298,3248,1509],{"class":1498},[1026,3250,3251,3252,3255,3256,3263],{},"Or with ",[1037,3253,3254],{},"uv>=0.8.13"," using the experimental ",[1056,3257,3260],{"href":3258,"rel":3259,"target":1062},"https:\u002F\u002Fdocs.astral.sh\u002Fuv\u002Freference\u002Fcli\u002F#uv-format",[1060,1061],[1037,3261,3262],{"style":1940},"format"," command:",[1361,3265,3267],{"className":1363,"code":3266,"language":1365,"meta":1366,"style":1366},"uv format\n",[1037,3268,3269],{"__ignoreMap":1366},[1298,3270,3271,3273],{"class":1371,"line":1372},[1298,3272,1039],{"class":1375},[1298,3274,3275],{"class":1378}," format\n",[1357,3277,3278,3298],{"icon":1400,"label":1068},[1361,3279,3281],{"className":1363,"code":3280,"language":1365,"meta":1366,"style":1366},"hatch fmt \u003Cpath>\n",[1037,3282,3283],{"__ignoreMap":1366},[1298,3284,3285,3287,3290,3292,3294,3296],{"class":1371,"line":1372},[1298,3286,1068],{"class":1375},[1298,3288,3289],{"class":1378}," fmt",[1298,3291,1499],{"class":1498},[1298,3293,1646],{"class":1378},[1298,3295,1649],{"class":1505},[1298,3297,1509],{"class":1498},[1026,3299,3300,3301,3304,3305,3307,3308,3310,3311,1574],{},"Hatch creates a ",[1037,3302,3303],{},"static-analysis"," environment which uses ",[1037,3306,1053],{}," to lint and format. To learn more about configuring this to use ",[1037,3309,1534],{}," linting configuration see the ",[1056,3312,1726],{"href":3313,"rel":3314,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002F1.13\u002Fconfig\u002Finternal\u002Fstatic-analysis\u002F#static-analysis-configuration",[1060,1061],[1357,3316,3317,3325],{"icon":1424,"label":1100},[1026,3318,3181,3319,3184,3321,3187,3323,1780],{},[1037,3320,1053],{},[1037,3322,1053],{},[1037,3324,1534],{},[1361,3326,3328],{"className":1363,"code":3327,"language":1365,"meta":1366,"style":1366},"poetry run ruff format \u003Cpath>\n",[1037,3329,3330],{"__ignoreMap":1366},[1298,3331,3332,3334,3336,3338,3340,3342,3344,3346],{"class":1371,"line":1372},[1298,3333,1100],{"class":1375},[1298,3335,2039],{"class":1378},[1298,3337,3207],{"class":1378},[1298,3339,3210],{"class":1378},[1298,3341,1499],{"class":1498},[1298,3343,1646],{"class":1378},[1298,3345,1649],{"class":1505},[1298,3347,1509],{"class":1498},[1450,3349],{},[1349,3351,3353],{"id":3352},"run-tests","Run tests",[1354,3355,3356,3372,3402],{},[1357,3357,3358],{"icon":1359,"label":1039},[1361,3359,3361],{"className":1363,"code":3360,"language":1365,"meta":1366,"style":1366},"uv run pytest\n",[1037,3362,3363],{"__ignoreMap":1366},[1298,3364,3365,3367,3369],{"class":1371,"line":1372},[1298,3366,1039],{"class":1375},[1298,3368,2039],{"class":1378},[1298,3370,3371],{"class":1378}," pytest\n",[1357,3373,3374,3388],{"icon":1400,"label":1068},[1361,3375,3377],{"className":1363,"code":3376,"language":1365,"meta":1366,"style":1366},"hatch test --all\n",[1037,3378,3379],{"__ignoreMap":1366},[1298,3380,3381,3383,3386],{"class":1371,"line":1372},[1298,3382,1068],{"class":1375},[1298,3384,3385],{"class":1378}," test",[1298,3387,1837],{"class":1382},[1026,3389,3390,3392,3393,1535,3395,3397,3398,1574],{},[1037,3391,1068],{},"'s default testing environment allows one to easily configure parallelization and randomization of tests, as well as complex testing matrixes. To learn more about how to configure this behavior in the ",[1037,3394,1534],{},[1037,3396,1538],{}," files see the ",[1056,3399,1726],{"href":3400,"rel":3401,"target":1062},"https:\u002F\u002Fhatch.pypa.io\u002F1.13\u002Fconfig\u002Finternal\u002Ftesting\u002F#testing-configuration",[1060,1061],[1357,3403,3404,3413],{"icon":1424,"label":1100},[1026,3405,3181,3406,3184,3409,3187,3411,1780],{},[1037,3407,3408],{},"pytest",[1037,3410,3408],{},[1037,3412,1534],{},[1361,3414,3416],{"className":1363,"code":3415,"language":1365,"meta":1366,"style":1366},"poetry run pytest\n",[1037,3417,3418],{"__ignoreMap":1366},[1298,3419,3420,3422,3424],{"class":1371,"line":1372},[1298,3421,1100],{"class":1375},[1298,3423,2039],{"class":1378},[1298,3425,3371],{"class":1378},[3427,3428,3429],"style",{},"html pre.shiki code .sNqAu, html code.shiki .sNqAu{--shiki-light:#702C00;--shiki-default:#702C00;--shiki-dark:#FFA657}html pre.shiki code .sCx38, html code.shiki .sCx38{--shiki-light:#032563;--shiki-default:#032563;--shiki-dark:#A5D6FF}html pre.shiki code .sOiAX, html code.shiki .sOiAX{--shiki-light:#023B95;--shiki-default:#023B95;--shiki-dark:#79C0FF}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sxkbv, html code.shiki .sxkbv{--shiki-light:#A0111F;--shiki-default:#A0111F;--shiki-dark:#FF7B72}html pre.shiki code .sc-9e, html code.shiki .sc-9e{--shiki-light:#0E1116;--shiki-default:#0E1116;--shiki-dark:#E6EDF3}",{"title":1366,"searchDepth":1372,"depth":1512,"links":3431},[3432,3433,3434],{"id":1032,"depth":1512,"text":1033},{"id":1125,"depth":1512,"text":1126},{"id":1346,"depth":1512,"text":1347,"children":3435},[3436,3437,3438,3439,3440,3441,3442,3443,3444,3445,3446,3447],{"id":1351,"depth":1520,"text":1352},{"id":1454,"depth":1520,"text":1455},{"id":1618,"depth":1520,"text":1619},{"id":1760,"depth":1520,"text":1761},{"id":1842,"depth":1520,"text":1843},{"id":1981,"depth":1520,"text":1982},{"id":2073,"depth":1520,"text":2074},{"id":2450,"depth":1520,"text":2451},{"id":2739,"depth":1520,"text":2740},{"id":2953,"depth":1520,"text":2954},{"id":3173,"depth":1520,"text":3174},{"id":3352,"depth":1520,"text":3353},"A tool comparison.","md",{},true,"\u002Fblog\u002Fpython\u002Fpython-environment-management",{"title":866,"description":3448},"3SewC4d0V4PhgqkiDgr9Y8qv20AilelOaS6SrZ3PU3U",[3456,6],{"title":1010,"description":3457,"path":1006},"Cool articles!",1792412978273]