From cf756a898544087a9f51caf973dd7df63e6f8eea Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Mon, 27 Sep 2021 13:57:45 +0300 Subject: [PATCH 01/14] first push for instructions section --- .gitbook/assets/01_instructions.png | Bin 0 -> 157144 bytes .gitbook/assets/02_instructions.png | Bin 0 -> 53999 bytes .gitbook/assets/03_instructions.png | Bin 0 -> 87812 bytes .gitbook/assets/04_instructions.png | Bin 0 -> 92466 bytes .gitbook/assets/05_instructions.png | Bin 0 -> 143796 bytes .gitbook/assets/06_instructions.png | Bin 0 -> 93639 bytes .gitbook/assets/07_instructions.png | Bin 0 -> 55164 bytes .gitbook/assets/08_instructions.png | Bin 0 -> 56079 bytes .gitbook/assets/09_instructions.png | Bin 0 -> 84495 bytes .gitbook/assets/10_instructions.png | Bin 0 -> 94406 bytes .gitbook/assets/11_instructions.png | Bin 0 -> 104808 bytes README.md | 50 +++++----- SUMMARY.md | 72 +++++++-------- metaflow/monitoring.md | 136 ++++++++++++++++++++++++++++ 14 files changed, 197 insertions(+), 61 deletions(-) create mode 100644 .gitbook/assets/01_instructions.png create mode 100644 .gitbook/assets/02_instructions.png create mode 100644 .gitbook/assets/03_instructions.png create mode 100644 .gitbook/assets/04_instructions.png create mode 100644 .gitbook/assets/05_instructions.png create mode 100644 .gitbook/assets/06_instructions.png create mode 100644 .gitbook/assets/07_instructions.png create mode 100644 .gitbook/assets/08_instructions.png create mode 100644 .gitbook/assets/09_instructions.png create mode 100644 .gitbook/assets/10_instructions.png create mode 100644 .gitbook/assets/11_instructions.png create mode 100644 metaflow/monitoring.md diff --git a/.gitbook/assets/01_instructions.png b/.gitbook/assets/01_instructions.png new file mode 100644 index 0000000000000000000000000000000000000000..37f2324630e8bf1a39af95dbe97991e638603137 GIT binary patch literal 157144 zcmeFZXH-*d*DeZ(6hVq8y$K2^z4xX9B2834I!Nyzy*GtN=|v#4pfnK`q=P_2gwRVs zI)olV3lLf$Bzr}l_xtvbZ=5mqIOoUyamGjn$yzJ-T6dZAp7Xk{$(zUeT34^IULhhP zx~l!~!4o2)%SA*)mtIkj0Y^;qvS7d;O7DlJzC=V+41_l^QEomnaFE#diPk-$uS4ue z;0vjfx}G`_(YF*TtnFnY5(f|M2kOs)h_~k{TP+;IPx1VzYWKKpZ%p&_Io^1{SpW9k zN4CdB;}e%*jMd6n$4nv4GD%lIX- zqTBy|QMM&A`}dl0hW~pGOJ@9i?psM8Bk@NLNG?wmUgegTy(N>4aOYXSpS5_Ui=~*( zj2T%wcZ>h@k^ZoziX(qFY8NV~vGc$E ze`3HKmG$qvj$Zvwhox#ZoU5~TWM^b5B>!uGl0HM`S62JfB%_fGg%=3z0+6_j$bXHm zrJbXi&cF8z`AJmwZ~GPe)c;=`cH{$YboE_VKNMyXQKxiq`qc=T9B*8nhcYv5J>EEw zX6W3m#+IsUelMLnfx;3{Rw#GRbq zl_urVZWARGje|Mjy!F>Y-26|Cp|;P(!Wt1qTWyXAhE8d-?ux0h9C=?yGcV;zrod=o zXP0LeXYYR_J(!f!J=@)kOlS{d7gLoT%OisZTfa(cY6hD>D*ieP;s2t5?z?TNYAdLS zDN0IUkkd{t@nmfXpjJoB?waN5pQYSD@&{Hu(%}TBNljUOn+-wM!SnJ0rUP~#Jht!< zClXHLAt@s-+*eZwSeo;jBlaC@l`lr$KifFHajeshp9->baydg~G;Yf|OZCk@$)zzb z@HS|{7tfYNjO@TOjQ3`J56e0A8|UgJ^e%4-S%qL39q;R;mn2_xQ(VuoR>`En|9a~; 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z4YrVPoT>zVoQB3TL0EYhec^t&o4z7JkyL=tOlJ9P!AB1`=@q)8XTv2n%D*VeN;Cb= z>2S@M_GqB$*+6y*=0^4-6t?-Ss99{(^{$4QMfv9MoQXH&7fPlU%RsO;^dw@$N63C7 z`%(IWIv^#jkSeEiZ^8G{2f%=!l0ggiDMyNPz(M8p4d{8r0vxxnF>s95d$JakNX}7YXxHGf$667bv diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index 742576c0..b304b2ae 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -8,7 +8,8 @@ out their “Runs” -list. 4. “Runs” -table is a realtime overview of the running Flows within your service. - ![Home](../.gitbook/assets/01_instructions.png) + +> ![Home](../.gitbook/assets/01_instructions.png "Home") ## Header @@ -17,7 +18,8 @@ 2. Within “Quick links” the user can change the sites timezone. Navigate to Notifications or external resources. Also the Application and Service versions are presented here. - ![Header](../.gitbook/assets/02_instructions.png) + +> ![Header](../.gitbook/assets/02_instructions.png "Header") ## Filters @@ -30,7 +32,8 @@ beneath the filter inputs. 4. In a scenario when a specific part of the service might be temporarily down the inputs display errors for the user. - ![Filters](../.gitbook/assets/03_instructions.png) + +> ![Filters](../.gitbook/assets/03_instructions.png "Filters") ## "Runs" -table @@ -42,7 +45,8 @@ contains the Flows Parameters and Timeline. 3. You can quickly glance through the flows Parameters and check the flows current status from the Timeline. - !["Runs" -table](../.gitbook/assets/04_instructions.png) + +> !["Runs" -table](../.gitbook/assets/04_instructions.png "'Runs' -table") ## "Runs" -table grouping @@ -56,7 +60,8 @@ flows within the group. 4. When you scroll through the “Runs” -table we’ll bring forth a “Scroll to top” -button to easily get back to top of the table. - !["Runs" -table grouping](../.gitbook/assets/05_instructions.png) + +> ["Runs" -table grouping](../.gitbook/assets/05_instructions.png "'Runs' -table grouping") ## Notifications @@ -67,7 +72,8 @@ 3. An example notification that can popup at any given time anywhere on the page, to give you valuable information about upcoming maintenances or software updates. - ![Notifications](../.gitbook/assets/06_instructions.png) + +> ![Notifications](../.gitbook/assets/06_instructions.png "Notifications") ## Run details - Timeline @@ -86,7 +92,8 @@ 9. Steps and tasks display a realtime status of how the run is progressing. 10. The timeline displays a graphical presentation of the runs progress in realtime. - ![Run details - Timeline](../.gitbook/assets/07_instructions.png) + +> ![Run details - Timeline](../.gitbook/assets/07_instructions.png "Run details - Timeline") ## Run details - DAG @@ -95,7 +102,8 @@ steps are separated and how they’re progressing within the run. 3. You can also check the “Developer comments” for each step if the developer has provided any. - ![Run details - DAG](../.gitbook/assets/08_instructions.png) + +> ![Run details - DAG](../.gitbook/assets/08_instructions.png "Run details - DAG") ## Run details - Task details 1/3 @@ -105,13 +113,15 @@ 2. Task details -section contains information related to the tasks Metadata, Developer comment and Download link. 3. Metadata is automatically generated data related to the step. - ![Run details - Task details 1/3](../.gitbook/assets/09_instructions.png) + +> ![Run details - Task details 1/3](../.gitbook/assets/09_instructions.png "Run details - Task details 1/3") ## Run details - Task details 2/3 1. Task related “Developer comments” can be found here. 2. The tasks “Download link” can be found here. - ![Run details - Task details 2/3](../.gitbook/assets/10_instructions.png) + +> ![Run details - Task details 2/3](../.gitbook/assets/10_instructions.png "Run details - Task details 2/3") ## Run details - Task details 3/3 @@ -122,4 +132,5 @@ 3. “Artifacts” -table contains all of the artifacts used within the step. 4. You can copy the Python, R or original raw url for each artifact found within the “Artifacts” -table. - ![Run details - Task details 3/3](../.gitbook/assets/11_instructions.png) + +> ![Run details - Task details 3/3](../.gitbook/assets/11_instructions.png "Run details - Task details 3/3") From 84be85189e637e9227cc5dab6bcd1329d93c5c3b Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 09:48:27 +0300 Subject: [PATCH 07/14] fixed typo in image markdown --- metaflow/monitoring.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index b304b2ae..eb809177 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -61,7 +61,7 @@ 4. When you scroll through the “Runs” -table we’ll bring forth a “Scroll to top” -button to easily get back to top of the table. -> ["Runs" -table grouping](../.gitbook/assets/05_instructions.png "'Runs' -table grouping") +> !["Runs" -table grouping](../.gitbook/assets/04_instructions.png "'Runs' -table grouping") ## Notifications From ffff2a9cf439dc3f70ac13c7ca5aa2109071f9e5 Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 09:58:53 +0300 Subject: [PATCH 08/14] added short description for the page --- metaflow/monitoring.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index eb809177..598bd356 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -1,3 +1,5 @@ +# Monitoring with Metaflow + ## Home 1. Our header navigation provides you shortcuts to quickly navigate to From 6d43bf274edb2109b69b6d55f0c14f337ced11af Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 09:59:48 +0300 Subject: [PATCH 09/14] added more descriptive header --- metaflow/monitoring.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index 598bd356..b758f4a5 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -1,4 +1,6 @@ -# Monitoring with Metaflow +# Monitoring flow with Metaflow UI + +In this section we go through all of the views within Metaflow UI and give you short descriptions what everything is supposed to do. ## Home From d27099d1722fca0b8a4930890b2dee6875f7faf0 Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 10:00:21 +0300 Subject: [PATCH 10/14] fixed typo --- metaflow/monitoring.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index b758f4a5..1641c93a 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -1,4 +1,4 @@ -# Monitoring flow with Metaflow UI +# Monitoring flows with Metaflow UI In this section we go through all of the views within Metaflow UI and give you short descriptions what everything is supposed to do. 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Our site search provides the user with breadcrumb patterns to quickly +1. Our site search provides the user with **breadcrumb** patterns to quickly navigate to specific part of the site. -2. Within “Quick links” the user can change the sites timezone. Navigate +2. Within **Quick links** the user can change the sites timezone. Navigate to Notifications or external resources. Also the Application and Service versions are presented here. @@ -27,9 +27,9 @@ In this section we go through all of the views within Metaflow UI and give you s ## Filters -1. “Time frame” -filter always has “Last 30 days” set as default to ensure +1. **Time frame** -filter always has “Last 30 days” set as default to ensure the best possible user experience. -2. With the “Time frame” -filter you can use quick presets or setup a +2. With the **Time frame** -filter you can use quick presets or setup a custom timeframe. 3. All of the other filter fields have an autocomplete function to make the filtering as easy as possible. Also we display the active filters as tags @@ -41,31 +41,31 @@ In this section we go through all of the views within Metaflow UI and give you s ## "Runs" -table -1. “Runs” -table is updated in realtime to show the latest status of flows +1. **Runs** -table is updated in realtime to show the latest status of flows being run in your service. The list can be ordered by clicking on the column headers. 2. Each row has toggle switch on the right side of the table that appears when you hover over a row. The toggle opens up a section that - contains the Flows Parameters and Timeline. + contains the Flows **Parameters** and **Timeline**. 3. You can quickly glance through the flows Parameters and check the - flows current status from the Timeline. + flows current status from the Timeline > !["Runs" -table](../.gitbook/assets/04_instructions.png "'Runs' -table") ## "Runs" -table grouping -1. You can change the grouping of the “Runs” -table from the “Group by” +1. You can change the grouping of the **Runs** -table from the **Group by** -select. Currently you can group by flow or user. -2. When you enable grouping we show a maximum of six of the latest +2. When you enable grouping we show a **maximum of six** of the latest runs in a group. The table functions the same way as described before. 3. Whenever there’s more than six items in a group we provide a “Show - all runs” -link that will filter the “Runs” -table to only show all of the + all runs” -link that will filter the **Runs** -table to only show all of the flows within the group. -4. When you scroll through the “Runs” -table we’ll bring forth a “Scroll to - top” -button to easily get back to top of the table. +4. When you scroll through the **Runs** -table we’ll bring forth a **Scroll to + top** -button to easily get back to top of the table. -> !["Runs" -table grouping](../.gitbook/assets/04_instructions.png "'Runs' -table grouping") +> !["Runs" -table grouping](../.gitbook/assets/05_instructions.png "'Runs' -table grouping") ## Notifications @@ -81,18 +81,18 @@ In this section we go through all of the views within Metaflow UI and give you s ## Run details - Timeline -1. Run details -header contains all of the vital information about you +1. **Run details** -header contains all of the vital information about you current run. -2. Underneath details you’ll find runs parameters and tags. +2. Underneath details you’ll find runs **parameters** and **tags**. 3. The tab navigation allows you to navigate trough runs DAG, Timeline and Task views. -4. “Step collapse” -button allows you to quickly collapse or close the - steps within a run. The Artifact search input enables you to filter tasks +4. **Step collapse** -button allows you to quickly collapse or close the + steps within a run. The **Artifact** search input enables you to filter tasks with key:value pair searches. -5. “Mode” -select provides you quick presets to filter the timeline. -6. “Order by” -select lets you change the order of the timeline -7. “Status” -select allows you to filter the timeline by task status. -8. Timelines zoom controls. +5. **Mode** -select provides you quick presets to filter the timeline. +6. **Order by** -select lets you change the order of the timeline +7. **Status** -select allows you to filter the timeline by task status. +8. Timelines **zoom controls**. 9. Steps and tasks display a realtime status of how the run is progressing. 10. The timeline displays a graphical presentation of the runs progress in realtime. @@ -101,40 +101,40 @@ In this section we go through all of the views within Metaflow UI and give you s ## Run details - DAG -1. DAG -view fullscreen toggle. +1. DAG -view **fullscreen toggle**. 2. Runs DAG map that gives graphical presentation how the different steps are separated and how they’re progressing within the run. -3. You can also check the “Developer comments” for each step if the +3. You can also check the **Developer comments** for each step if the developer has provided any. > ![Run details - DAG](../.gitbook/assets/08_instructions.png "Run details - DAG") ## Run details - Task details 1/3 -1. Each task can consist of multiple attempts. Task details -header +1. Each task can consist of multiple attempts. **Task details** -header beneath the tab navigation contains all of the vital information related a to specific task within a run. -2. Task details -section contains information related to the tasks - Metadata, Developer comment and Download link. +2. **Task details** -section contains information related to the tasks + **Metadata**, **Developer comment** and **Download link**. 3. Metadata is automatically generated data related to the step. > ![Run details - Task details 1/3](../.gitbook/assets/09_instructions.png "Run details - Task details 1/3") ## Run details - Task details 2/3 -1. Task related “Developer comments” can be found here. -2. The tasks “Download link” can be found here. +1. Task related **Developer comments** can be found here. +2. The tasks **Download link** can be found here. > ![Run details - Task details 2/3](../.gitbook/assets/10_instructions.png "Run details - Task details 2/3") ## Run details - Task details 3/3 -1. “Std out” -section displays the tasks std out if available and also +1. **Std out** -section displays the tasks std out if available and also provide tools for downloading or copying the outcome to your clipboard. -2. “Std err” -section displays the tasks std err if available. -3. “Artifacts” -table contains all of the artifacts used within the step. +2. **Std err** -section displays the tasks std err if available. +3. **Artifacts** -table contains all of the artifacts used within the step. 4. You can copy the Python, R or original raw url for each artifact found - within the “Artifacts” -table. + within the **Artifacts** -table. > ![Run details - Task details 3/3](../.gitbook/assets/11_instructions.png "Run details - Task details 3/3") From 909b42c1533b0ebf8254b4ae9a934275e461d37c Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 12:36:21 +0300 Subject: [PATCH 12/14] layout tweak --- metaflow/monitoring.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index c96354cc..74c7c56d 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -27,7 +27,7 @@ In this section we go through all of the views within Metaflow UI and give you s ## Filters -1. **Time frame** -filter always has “Last 30 days” set as default to ensure +1. **Time frame** -filter always has **Last 30 days** set as default to ensure the best possible user experience. 2. With the **Time frame** -filter you can use quick presets or setup a custom timeframe. @@ -59,8 +59,8 @@ In this section we go through all of the views within Metaflow UI and give you s 2. When you enable grouping we show a **maximum of six** of the latest runs in a group. The table functions the same way as described before. -3. Whenever there’s more than six items in a group we provide a “Show - all runs” -link that will filter the **Runs** -table to only show all of the +3. Whenever there’s more than six items in a group we provide a **Show + all runs** -link that will filter the **Runs** -table to only show all of the flows within the group. 4. When you scroll through the **Runs** -table we’ll bring forth a **Scroll to top** -button to easily get back to top of the table. From 5d0a3b8c8cbc59a4cbf65e6f82f2c2d6cefce8e4 Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 12:41:40 +0300 Subject: [PATCH 13/14] small tweaks to text layout --- metaflow/monitoring.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index 74c7c56d..9b257518 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -31,8 +31,8 @@ In this section we go through all of the views within Metaflow UI and give you s the best possible user experience. 2. With the **Time frame** -filter you can use quick presets or setup a custom timeframe. -3. All of the other filter fields have an autocomplete function to make the - filtering as easy as possible. Also we display the active filters as tags +3. All of the other filter fields have an **autocomplete** function to make the + filtering as easy as possible. Also we display the active filters as **tags** beneath the filter inputs. 4. In a scenario when a specific part of the service might be temporarily down the inputs display errors for the user. @@ -70,7 +70,7 @@ In this section we go through all of the views within Metaflow UI and give you s ## Notifications 1. Notifications is a simple view displaying the history of past - announcements related to you service. + **announcements** related to you service. 2. Each notification consists of a simple message, publication date and a possible external resource link. 3. An example notification that can popup at any given time anywhere on @@ -93,8 +93,8 @@ In this section we go through all of the views within Metaflow UI and give you s 6. **Order by** -select lets you change the order of the timeline 7. **Status** -select allows you to filter the timeline by task status. 8. Timelines **zoom controls**. -9. Steps and tasks display a realtime status of how the run is progressing. -10. The timeline displays a graphical presentation of the runs progress in +9. **Steps and tasks** display a realtime status of how the run is progressing. +10. The **timeline** displays a graphical presentation of the runs progress in realtime. > ![Run details - Timeline](../.gitbook/assets/07_instructions.png "Run details - Timeline") @@ -102,7 +102,7 @@ In this section we go through all of the views within Metaflow UI and give you s ## Run details - DAG 1. DAG -view **fullscreen toggle**. -2. Runs DAG map that gives graphical presentation how the different +2. Runs **DAG map** that gives graphical presentation how the different steps are separated and how they’re progressing within the run. 3. You can also check the **Developer comments** for each step if the developer has provided any. From 5439c3c7064a9f9db50f70d55814a1b06d992d11 Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 12:44:29 +0300 Subject: [PATCH 14/14] small tweaks to text layout --- metaflow/monitoring.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index 9b257518..5e56c3b8 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -4,7 +4,7 @@ In this section we go through all of the views within Metaflow UI and give you s ## Home -1. Our header navigation provides you shortcuts to quickly navigate to +1. Our **header navigation** provides you shortcuts to quickly navigate to spesific parts of the site. 2. **Quick links** provides useful features for selecting your timezone and links to internal and external resources. @@ -44,7 +44,7 @@ In this section we go through all of the views within Metaflow UI and give you s 1. **Runs** -table is updated in realtime to show the latest status of flows being run in your service. The list can be ordered by clicking on the column headers. -2. Each row has toggle switch on the right side of the table that appears +2. Each row has **toggle switch** on the right side of the table that appears when you hover over a row. The toggle opens up a section that contains the Flows **Parameters** and **Timeline**. 3. You can quickly glance through the flows Parameters and check the

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real-life data science projects with ease. ## Introduction -* [Why Metaflow](introduction/why-metaflow.md) -* [What is Metaflow](introduction/what-is-metaflow.md) -* [Release Notes](introduction/release-notes.md) -* [Roadmap](introduction/roadmap.md) -* [Contributing to Metaflow](introduction/contributing-to-metaflow.md) -* [Get in Touch](introduction/getting-in-touch.md) +- [Why Metaflow](introduction/why-metaflow.md) +- [What is Metaflow](introduction/what-is-metaflow.md) +- [Release Notes](introduction/release-notes.md) +- [Roadmap](introduction/roadmap.md) +- [Contributing to Metaflow](introduction/contributing-to-metaflow.md) +- [Get in Touch](introduction/getting-in-touch.md) ## Getting Started -* [Installing Metaflow](getting-started/install.md) -* [Tutorials](getting-started/tutorials/) +- [Installing Metaflow](getting-started/install.md) +- [Tutorials](getting-started/tutorials/) ## Metaflow on AWS -* [Metaflow on AWS](metaflow-on-aws/metaflow-on-aws.md) -* [Metaflow Sandbox](metaflow-on-aws/metaflow-sandbox.md) -* [Deploying to AWS](metaflow-on-aws/deploy-to-aws.md) +- [Metaflow on AWS](metaflow-on-aws/metaflow-on-aws.md) +- [Metaflow Sandbox](metaflow-on-aws/metaflow-sandbox.md) +- [Deploying to AWS](metaflow-on-aws/deploy-to-aws.md) ## Developing with Metaflow -* [Basics of Metaflow](metaflow/basics.md) -* [Inspecting Flows and Results](metaflow/client.md) -* [Debugging with Metaflow](metaflow/debugging.md) -* [Scaling Out and Up](metaflow/scaling.md) -* [Loading and Storing Data](metaflow/data.md) -* [Managing External Libraries](metaflow/dependencies.md) -* [Dealing with Failures](metaflow/failures.md) -* [Organizing Results](metaflow/tagging.md) +- [Basics of Metaflow](metaflow/basics.md) +- [Inspecting Flows and Results](metaflow/client.md) +- [Debugging with Metaflow](metaflow/debugging.md) +- [Monitoring Flows](metaflow/monitoring.md) +- [Scaling Out and Up](metaflow/scaling.md) +- [Loading and Storing Data](metaflow/data.md) +- [Managing External Libraries](metaflow/dependencies.md) +- [Dealing with Failures](metaflow/failures.md) +- [Organizing Results](metaflow/tagging.md) -## Going to Production with Metaflow +## Going to Production with Metaflow -* [Scheduling Metaflow Flows](going-to-production-with-metaflow/scheduling-metaflow-flows.md) -* [Coordinating Larger Metaflow Projects](going-to-production-with-metaflow/coordinating-larger-metaflow-projects.md) +- [Scheduling Metaflow Flows](going-to-production-with-metaflow/scheduling-metaflow-flows.md) +- [Coordinating Larger Metaflow Projects](going-to-production-with-metaflow/coordinating-larger-metaflow-projects.md) ## Internals of Metaflow -* [Technical Overview](internals-of-metaflow/technical-overview.md) -* [Testing Philosophy](internals-of-metaflow/testing-philosophy.md) - +- [Technical Overview](internals-of-metaflow/technical-overview.md) +- [Testing Philosophy](internals-of-metaflow/testing-philosophy.md) diff --git a/SUMMARY.md b/SUMMARY.md index d36d39ce..bf1fb07c 100644 --- a/SUMMARY.md +++ b/SUMMARY.md @@ -1,56 +1,56 @@ # Table of contents -* [Welcome to Metaflow for Python](README.md) +- [Welcome to Metaflow for Python](README.md) ## Introduction -* [Why Metaflow](introduction/why-metaflow.md) -* [What is Metaflow](introduction/what-is-metaflow.md) -* [Release Notes](introduction/release-notes.md) -* [Roadmap](introduction/roadmap.md) -* [Contributing to Metaflow](introduction/contributing-to-metaflow.md) -* [Get in Touch](introduction/getting-in-touch.md) +- [Why Metaflow](introduction/why-metaflow.md) +- [What is Metaflow](introduction/what-is-metaflow.md) +- [Release Notes](introduction/release-notes.md) +- [Roadmap](introduction/roadmap.md) +- [Contributing to Metaflow](introduction/contributing-to-metaflow.md) +- [Get in Touch](introduction/getting-in-touch.md) ## Getting Started -* [Installing Metaflow](getting-started/install.md) -* [Tutorials](getting-started/tutorials/README.md) - * [Season 1: The Local Experience](getting-started/tutorials/season-1-the-local-experience/README.md) - * [Episode 0: Hello World](getting-started/tutorials/season-1-the-local-experience/episode00.md) - * [Episode 1: Playlist](getting-started/tutorials/season-1-the-local-experience/episode01.md) - * [Episode 2: Statistics](getting-started/tutorials/season-1-the-local-experience/episode02.md) - * [Episode 3: Playlist Redux](getting-started/tutorials/season-1-the-local-experience/episode03.md) - * [Episode 4: Playlist Plus](getting-started/tutorials/season-1-the-local-experience/episode04.md) - * [Season 2: Scaling Out and Up](getting-started/tutorials/season-2-scaling-out-and-up/README.md) - * [Episode 5: Hello AWS](getting-started/tutorials/season-2-scaling-out-and-up/episode05.md) - * [Episode 6: Statistics Redux](getting-started/tutorials/season-2-scaling-out-and-up/episode06.md) - * [Episode 7: Worldview](getting-started/tutorials/season-2-scaling-out-and-up/episode07.md) - * [Episode 8: Autopilot](getting-started/tutorials/season-2-scaling-out-and-up/episode-8-autopilot.md) +- [Installing Metaflow](getting-started/install.md) +- [Tutorials](getting-started/tutorials/README.md) + - [Season 1: The Local Experience](getting-started/tutorials/season-1-the-local-experience/README.md) + - [Episode 0: Hello World](getting-started/tutorials/season-1-the-local-experience/episode00.md) + - [Episode 1: Playlist](getting-started/tutorials/season-1-the-local-experience/episode01.md) + - [Episode 2: Statistics](getting-started/tutorials/season-1-the-local-experience/episode02.md) + - [Episode 3: Playlist Redux](getting-started/tutorials/season-1-the-local-experience/episode03.md) + - [Episode 4: Playlist Plus](getting-started/tutorials/season-1-the-local-experience/episode04.md) + - [Season 2: Scaling Out and Up](getting-started/tutorials/season-2-scaling-out-and-up/README.md) + - [Episode 5: Hello AWS](getting-started/tutorials/season-2-scaling-out-and-up/episode05.md) + - [Episode 6: Statistics Redux](getting-started/tutorials/season-2-scaling-out-and-up/episode06.md) + - [Episode 7: Worldview](getting-started/tutorials/season-2-scaling-out-and-up/episode07.md) + - [Episode 8: Autopilot](getting-started/tutorials/season-2-scaling-out-and-up/episode-8-autopilot.md) ## Metaflow on AWS -* [Metaflow on AWS](metaflow-on-aws/metaflow-on-aws.md) -* [Metaflow Sandbox](metaflow-on-aws/metaflow-sandbox.md) -* [Deploying to AWS](metaflow-on-aws/deploy-to-aws.md) +- [Metaflow on AWS](metaflow-on-aws/metaflow-on-aws.md) +- [Metaflow Sandbox](metaflow-on-aws/metaflow-sandbox.md) +- [Deploying to AWS](metaflow-on-aws/deploy-to-aws.md) ## Developing with Metaflow -* [Basics of Metaflow](metaflow/basics.md) -* [Inspecting Flows and Results](metaflow/client.md) -* [Debugging with Metaflow](metaflow/debugging.md) -* [Scaling Out and Up](metaflow/scaling.md) -* [Loading and Storing Data](metaflow/data.md) -* [Managing External Libraries](metaflow/dependencies.md) -* [Dealing with Failures](metaflow/failures.md) -* [Organizing Results](metaflow/tagging.md) +- [Basics of Metaflow](metaflow/basics.md) +- [Inspecting Flows and Results](metaflow/client.md) +- [Monitoring Flows](metaflow/monitoring.md) +- [Debugging with Metaflow](metaflow/debugging.md) +- [Scaling Out and Up](metaflow/scaling.md) +- [Loading and Storing Data](metaflow/data.md) +- [Managing External Libraries](metaflow/dependencies.md) +- [Dealing with Failures](metaflow/failures.md) +- [Organizing Results](metaflow/tagging.md) ## Going to Production with Metaflow -* [Scheduling Metaflow Flows](going-to-production-with-metaflow/scheduling-metaflow-flows.md) -* [Coordinating Larger Metaflow Projects](going-to-production-with-metaflow/coordinating-larger-metaflow-projects.md) +- [Scheduling Metaflow Flows](going-to-production-with-metaflow/scheduling-metaflow-flows.md) +- [Coordinating Larger Metaflow Projects](going-to-production-with-metaflow/coordinating-larger-metaflow-projects.md) ## Internals of Metaflow -* [Technical Overview](internals-of-metaflow/technical-overview.md) -* [Testing Philosophy](internals-of-metaflow/testing-philosophy.md) - +- [Technical Overview](internals-of-metaflow/technical-overview.md) +- [Testing Philosophy](internals-of-metaflow/testing-philosophy.md) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md new file mode 100644 index 00000000..f62822a1 --- /dev/null +++ b/metaflow/monitoring.md @@ -0,0 +1,136 @@ +![](../.gitbook/assets/01_instructions.png) + +### Home + +1. Our header navigation provides you shortcuts to quickly navigate to + spesific parts of the site. +2. “Quick links” provides useful features for selecting your timezone and + links to internal and external resources. +3. “Filters” -section provides all the required tools for the user to filter + out their “Runs” -list. +4. “Runs” -table is a realtime overview of the running Flows within your + service. + +![](../.gitbook/assets/02_instructions.png) + +### Header + +1. Our site search provides the user with breadcrumb patterns to quickly + navigate to specific part of the site. +2. Within “Quick links” the user can change the sites timezone. Navigate + to Notifications or external resources. Also the Application and Service + versions are presented here. + +![](../.gitbook/assets/03_instructions.png) + +### Filters + +1. “Time frame” -filter always has “Last 30 days” set as default to ensure + the best possible user experience. +2. With the “Time frame” -filter you can use quick presets or setup a + custom timeframe. +3. All of the other filter fields have an autocomplete function to make the + filtering as easy as possible. Also we display the active filters as tags + beneath the filter inputs. +4. In a scenario when a specific part of the service might be temporarily + down the inputs display errors for the user. + +![](../.gitbook/assets/04_instructions.png) + +### "Runs" -table + +1. “Runs” -table is updated in realtime to show the latest status of flows + being run in your service. The list can be ordered by clicking on the + column headers. +2. Each row has toggle switch on the right side of the table that appears + when you hover over a row. The toggle opens up a section that + contains the Flows Parameters and Timeline. +3. You can quickly glance through the flows Parameters and check the + flows current status from the Timeline. + +![](../.gitbook/assets/05_instructions.png) + +### "Runs" -table grouping + +1. You can change the grouping of the “Runs” -table from the “Group by” + -select. Currently you can group by flow or user. +2. When you enable grouping we show a maximum of six of the latest + runs in a group. The table functions the same way as described + before. +3. Whenever there’s more than six items in a group we provide a “Show + all runs” -link that will filter the “Runs” -table to only show all of the + flows within the group. +4. When you scroll through the “Runs” -table we’ll bring forth a “Scroll to + top” -button to easily get back to top of the table. + +![](../.gitbook/assets/06_instructions.png) + +### Notifications + +1. Notifications is a simple view displaying the history of past + announcements related to you service. +2. Each notification consists of a simple message, publication date and a + possible external resource link. +3. An example notification that can popup at any given time anywhere on + the page, to give you valuable information about upcoming + maintenances or software updates. + +![](../.gitbook/assets/07_instructions.png) + +### Run details - Timeline + +1. Run details -header contains all of the vital information about you + current run. +2. Underneath details you’ll find runs parameters and tags. +3. The tab navigation allows you to navigate trough runs DAG, Timeline + and Task views. +4. “Step collapse” -button allows you to quickly collapse or close the + steps within a run. The Artifact search input enables you to filter tasks + with key:value pair searches. +5. “Mode” -select provides you quick presets to filter the timeline. +6. “Order by” -select lets you change the order of the timeline +7. “Status” -select allows you to filter the timeline by task status. +8. Timelines zoom controls. +9. Steps and tasks display a realtime status of how the run is progressing. +10. The timeline displays a graphical presentation of the runs progress in + realtime. + +![](../.gitbook/assets/08_instructions.png) + +### Run details - DAG + +1. DAG -view fullscreen toggle. +2. Runs DAG map that gives graphical presentation how the different + steps are separated and how they’re progressing within the run. +3. You can also check the “Developer comments” for each step if the + developer has provided any. + +![](../.gitbook/assets/09_instructions.png) + +### Run details - Task detail 1/3 + +1. Each task can consist of multiple attempts. Task details -header + beneath the tab navigation contains all of the vital information related + a to specific task within a run. +2. Task details -section contains information related to the tasks + Metadata, Developer comment and Download link. +3. Metadata is automatically generated data related to the step. + +![](../.gitbook/assets/10_instructions.png) + +### Run details - Task detail 2/3 + +1. Task related “Developer comments” can be found here. +2. The tasks “Download link” can be found here. + +![](../.gitbook/assets/11_instructions.png) + +### Run details - Task detail 3/3 + +1. “Std out” -section displays the tasks std out if available and also + provide tools for downloading or copying the outcome to your + clipboard. +2. “Std err” -section displays the tasks std err if available. +3. “Artifacts” -table contains all of the artifacts used within the step. +4. You can copy the Python, R or original raw url for each artifact found + within the “Artifacts” -table. From 0a21f923c9df6614524de2fea2f38b59c1d2777f Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Mon, 27 Sep 2021 14:00:57 +0300 Subject: [PATCH 02/14] layout tweak for monitoring --- metaflow/monitoring.md | 44 ++++++++++++++++++++++++++++++------------ 1 file changed, 32 insertions(+), 12 deletions(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index f62822a1..c40bf591 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -1,7 +1,7 @@ -![](../.gitbook/assets/01_instructions.png) - ### Home +![](../.gitbook/assets/01_instructions.png) + 1. Our header navigation provides you shortcuts to quickly navigate to spesific parts of the site. 2. “Quick links” provides useful features for selecting your timezone and @@ -11,20 +11,24 @@ 4. “Runs” -table is a realtime overview of the running Flows within your service. -![](../.gitbook/assets/02_instructions.png) +--- ### Header +![](../.gitbook/assets/02_instructions.png) + 1. Our site search provides the user with breadcrumb patterns to quickly navigate to specific part of the site. 2. Within “Quick links” the user can change the sites timezone. Navigate to Notifications or external resources. Also the Application and Service versions are presented here. -![](../.gitbook/assets/03_instructions.png) +--- ### Filters +![](../.gitbook/assets/03_instructions.png) + 1. “Time frame” -filter always has “Last 30 days” set as default to ensure the best possible user experience. 2. With the “Time frame” -filter you can use quick presets or setup a @@ -35,10 +39,12 @@ 4. In a scenario when a specific part of the service might be temporarily down the inputs display errors for the user. -![](../.gitbook/assets/04_instructions.png) +--- ### "Runs" -table +![](../.gitbook/assets/04_instructions.png) + 1. “Runs” -table is updated in realtime to show the latest status of flows being run in your service. The list can be ordered by clicking on the column headers. @@ -48,10 +54,12 @@ 3. You can quickly glance through the flows Parameters and check the flows current status from the Timeline. -![](../.gitbook/assets/05_instructions.png) +--- ### "Runs" -table grouping +![](../.gitbook/assets/05_instructions.png) + 1. You can change the grouping of the “Runs” -table from the “Group by” -select. Currently you can group by flow or user. 2. When you enable grouping we show a maximum of six of the latest @@ -63,10 +71,12 @@ 4. When you scroll through the “Runs” -table we’ll bring forth a “Scroll to top” -button to easily get back to top of the table. -![](../.gitbook/assets/06_instructions.png) +--- ### Notifications +![](../.gitbook/assets/06_instructions.png) + 1. Notifications is a simple view displaying the history of past announcements related to you service. 2. Each notification consists of a simple message, publication date and a @@ -75,10 +85,12 @@ the page, to give you valuable information about upcoming maintenances or software updates. -![](../.gitbook/assets/07_instructions.png) +--- ### Run details - Timeline +![](../.gitbook/assets/07_instructions.png) + 1. Run details -header contains all of the vital information about you current run. 2. Underneath details you’ll find runs parameters and tags. @@ -95,20 +107,24 @@ 10. The timeline displays a graphical presentation of the runs progress in realtime. -![](../.gitbook/assets/08_instructions.png) +--- ### Run details - DAG +![](../.gitbook/assets/08_instructions.png) + 1. DAG -view fullscreen toggle. 2. Runs DAG map that gives graphical presentation how the different steps are separated and how they’re progressing within the run. 3. You can also check the “Developer comments” for each step if the developer has provided any. -![](../.gitbook/assets/09_instructions.png) +--- ### Run details - Task detail 1/3 +![](../.gitbook/assets/09_instructions.png) + 1. Each task can consist of multiple attempts. Task details -header beneath the tab navigation contains all of the vital information related a to specific task within a run. @@ -116,17 +132,21 @@ Metadata, Developer comment and Download link. 3. Metadata is automatically generated data related to the step. -![](../.gitbook/assets/10_instructions.png) +--- ### Run details - Task detail 2/3 +![](../.gitbook/assets/10_instructions.png) + 1. Task related “Developer comments” can be found here. 2. The tasks “Download link” can be found here. -![](../.gitbook/assets/11_instructions.png) +--- ### Run details - Task detail 3/3 +![](../.gitbook/assets/11_instructions.png) + 1. “Std out” -section displays the tasks std out if available and also provide tools for downloading or copying the outcome to your clipboard. From dcd46fbd208e06939d2f4493bcb6147248b1e821 Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Mon, 27 Sep 2021 14:18:02 +0300 Subject: [PATCH 03/14] monitoring layout tweak --- metaflow/monitoring.md | 42 +++++++++++------------------------------- 1 file changed, 11 insertions(+), 31 deletions(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index c40bf591..74cf0cc4 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -1,4 +1,4 @@ -### Home +## Home ![](../.gitbook/assets/01_instructions.png) @@ -11,9 +11,7 @@ 4. “Runs” -table is a realtime overview of the running Flows within your service. ---- - -### Header +## Header ![](../.gitbook/assets/02_instructions.png) @@ -23,9 +21,7 @@ to Notifications or external resources. Also the Application and Service versions are presented here. ---- - -### Filters +## Filters ![](../.gitbook/assets/03_instructions.png) @@ -39,9 +35,7 @@ 4. In a scenario when a specific part of the service might be temporarily down the inputs display errors for the user. ---- - -### "Runs" -table +## "Runs" -table ![](../.gitbook/assets/04_instructions.png) @@ -54,9 +48,7 @@ 3. You can quickly glance through the flows Parameters and check the flows current status from the Timeline. ---- - -### "Runs" -table grouping +## "Runs" -table grouping ![](../.gitbook/assets/05_instructions.png) @@ -71,9 +63,7 @@ 4. When you scroll through the “Runs” -table we’ll bring forth a “Scroll to top” -button to easily get back to top of the table. ---- - -### Notifications +## Notifications ![](../.gitbook/assets/06_instructions.png) @@ -85,9 +75,7 @@ the page, to give you valuable information about upcoming maintenances or software updates. ---- - -### Run details - Timeline +## Run details - Timeline ![](../.gitbook/assets/07_instructions.png) @@ -107,9 +95,7 @@ 10. The timeline displays a graphical presentation of the runs progress in realtime. ---- - -### Run details - DAG +## Run details - DAG ![](../.gitbook/assets/08_instructions.png) @@ -119,9 +105,7 @@ 3. You can also check the “Developer comments” for each step if the developer has provided any. ---- - -### Run details - Task detail 1/3 +## Run details - Task details 1/3 ![](../.gitbook/assets/09_instructions.png) @@ -132,18 +116,14 @@ Metadata, Developer comment and Download link. 3. Metadata is automatically generated data related to the step. ---- - -### Run details - Task detail 2/3 +## Run details - Task details 2/3 ![](../.gitbook/assets/10_instructions.png) 1. Task related “Developer comments” can be found here. 2. The tasks “Download link” can be found here. ---- - -### Run details - Task detail 3/3 +## Run details - Task details 3/3 ![](../.gitbook/assets/11_instructions.png) From 7306d25552939cce16947860aa7ec79ccb37cdef Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 09:12:47 +0300 Subject: [PATCH 04/14] table layout test --- metaflow/monitoring.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index 74cf0cc4..77a7360b 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -1,6 +1,7 @@ ## Home -![](../.gitbook/assets/01_instructions.png) +| ------------- |:-------------:| +| ![](../.gitbook/assets/01_instructions.png) | 1. Our header navigation provides you shortcuts to quickly navigate to spesific parts of the site. @@ -9,7 +10,7 @@ 3. “Filters” -section provides all the required tools for the user to filter out their “Runs” -list. 4. “Runs” -table is a realtime overview of the running Flows within your - service. + service. | ## Header From e81053f34bbf26d15f24e373b8796dd3f13fed21 Mon Sep 17 00:00:00 2001 From: Teemu Kemppainen Date: Tue, 28 Sep 2021 09:18:33 +0300 Subject: [PATCH 05/14] reorganising the layouts --- metaflow/monitoring.md | 36 ++++++++++++------------------------ 1 file changed, 12 insertions(+), 24 deletions(-) diff --git a/metaflow/monitoring.md b/metaflow/monitoring.md index 77a7360b..742576c0 100644 --- a/metaflow/monitoring.md +++ b/metaflow/monitoring.md @@ -1,8 +1,5 @@ ## Home -| ------------- |:-------------:| -| ![](../.gitbook/assets/01_instructions.png) | - 1. Our header navigation provides you shortcuts to quickly navigate to spesific parts of the site. 2. “Quick links” provides useful features for selecting your timezone and @@ -10,22 +7,20 @@ 3. “Filters” -section provides all the required tools for the user to filter out their “Runs” -list. 4. “Runs” -table is a realtime overview of the running Flows within your - service. | + service. + ![Home](../.gitbook/assets/01_instructions.png) ## Header -![](../.gitbook/assets/02_instructions.png) - 1. Our site search provides the user with breadcrumb patterns to quickly navigate to specific part of the site. 2. Within “Quick links” the user can change the sites timezone. Navigate to Notifications or external resources. Also the Application and Service versions are presented here. + ![Header](../.gitbook/assets/02_instructions.png) ## Filters -![](../.gitbook/assets/03_instructions.png) - 1. “Time frame” -filter always has “Last 30 days” set as default to ensure the best possible user experience. 2. With the “Time frame” -filter you can use quick presets or setup a @@ -35,11 +30,10 @@ beneath the filter inputs. 4. In a scenario when a specific part of the service might be temporarily down the inputs display errors for the user. + ![Filters](../.gitbook/assets/03_instructions.png) ## "Runs" -table -![](../.gitbook/assets/04_instructions.png) - 1. “Runs” -table is updated in realtime to show the latest status of flows being run in your service. The list can be ordered by clicking on the column headers. @@ -48,11 +42,10 @@ contains the Flows Parameters and Timeline. 3. You can quickly glance through the flows Parameters and check the flows current status from the Timeline. + !["Runs" -table](../.gitbook/assets/04_instructions.png) ## "Runs" -table grouping -![](../.gitbook/assets/05_instructions.png) - 1. You can change the grouping of the “Runs” -table from the “Group by” -select. Currently you can group by flow or user. 2. When you enable grouping we show a maximum of six of the latest @@ -63,11 +56,10 @@ flows within the group. 4. When you scroll through the “Runs” -table we’ll bring forth a “Scroll to top” -button to easily get back to top of the table. + !["Runs" -table grouping](../.gitbook/assets/05_instructions.png) ## Notifications -![](../.gitbook/assets/06_instructions.png) - 1. Notifications is a simple view displaying the history of past announcements related to you service. 2. Each notification consists of a simple message, publication date and a @@ -75,11 +67,10 @@ 3. An example notification that can popup at any given time anywhere on the page, to give you valuable information about upcoming maintenances or software updates. + ![Notifications](../.gitbook/assets/06_instructions.png) ## Run details - Timeline -![](../.gitbook/assets/07_instructions.png) - 1. Run details -header contains all of the vital information about you current run. 2. Underneath details you’ll find runs parameters and tags. @@ -95,39 +86,35 @@ 9. Steps and tasks display a realtime status of how the run is progressing. 10. The timeline displays a graphical presentation of the runs progress in realtime. + ![Run details - Timeline](../.gitbook/assets/07_instructions.png) ## Run details - DAG -![](../.gitbook/assets/08_instructions.png) - 1. DAG -view fullscreen toggle. 2. Runs DAG map that gives graphical presentation how the different steps are separated and how they’re progressing within the run. 3. You can also check the “Developer comments” for each step if the developer has provided any. + ![Run details - DAG](../.gitbook/assets/08_instructions.png) ## Run details - Task details 1/3 -![](../.gitbook/assets/09_instructions.png) - 1. Each task can consist of multiple attempts. Task details -header beneath the tab navigation contains all of the vital information related a to specific task within a run. 2. Task details -section contains information related to the tasks Metadata, Developer comment and Download link. 3. Metadata is automatically generated data related to the step. + ![Run details - Task details 1/3](../.gitbook/assets/09_instructions.png) ## Run details - Task details 2/3 -![](../.gitbook/assets/10_instructions.png) - 1. Task related “Developer comments” can be found here. 2. The tasks “Download link” can be found here. + ![Run details - Task details 2/3](../.gitbook/assets/10_instructions.png) ## Run details - Task details 3/3 -![](../.gitbook/assets/11_instructions.png) - 1. “Std out” -section displays the tasks std out if available and also provide tools for downloading or copying the outcome to your clipboard. @@ -135,3 +122,4 @@ 3. “Artifacts” -table contains all of the artifacts used within the step. 4. 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