From ef4c1a9753fd233e91e91d971faaf5d1e2684837 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Thu, 29 Jun 2023 17:43:56 +0200 Subject: [PATCH 01/83] renku-graph-vis section --- content/docs/guide-development.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 73e51aa..6753b7d 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -118,6 +118,18 @@ https://renkulab.io/ TODO: explain how to run server +### Renku plugin for the visualization of the local graph + +Starting from the knowledge graph extracted from a renku project, this is queried to retrieve the needed information to generate an interactive graphical representation of the graph itself. + +The plugin provides two CLI commands: + * `display` to generate a representation of the graph over an output image + * `show-graph` to start an interactive visualization of the graph over the browser + +In addition, the plugin offers a dynamic k visualization of the graph during a renku session. + + + ### (optional) Add some verification test cases From 9cfd6e35357d3ef1952de55e3250c127010eeb3d Mon Sep 17 00:00:00 2001 From: burnout87 Date: Thu, 29 Jun 2023 18:14:07 +0200 Subject: [PATCH 02/83] renku plugin development and links to the two plugins --- content/docs/guide-development.md | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 6753b7d..6f48bd9 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -117,17 +117,30 @@ https://renkulab.io/ TODO: explain how to run server +### Developing plugins for Renku -### Renku plugin for the visualization of the local graph +Renku provides a number of hooks that can be used to add additional customized metadata. It provides also the possibility to add CLI commands. -Starting from the knowledge graph extracted from a renku project, this is queried to retrieve the needed information to generate an interactive graphical representation of the graph itself. +[https://renku.readthedocs.io/en/stable/renku-python/docs/reference/plugins.html](https://renku.readthedocs.io/en/stable/renku-python/docs/reference/plugins.html) + +Two plugins have been developed + +#### Renku plugin for the visualization of the local graph + +Starting from the knowledge graph, this is used to generate an interactive graphical representation of the graph itself. The plugin provides two CLI commands: * `display` to generate a representation of the graph over an output image * `show-graph` to start an interactive visualization of the graph over the browser -In addition, the plugin offers a dynamic k visualization of the graph during a renku session. +In addition, the plugin offers a dynamic visualization of the graph during a renku session. + +More is explained at the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) + + +#### Renku plugin for the visualization of the local graph +By this plugin the calls to a number of astroquery methods are itnercepted and the spcific annotations are generated. Those will be added to the knowledge graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) From c4b14b2194f6ff02ef0e57efd3f6658f09c0e1f0 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Tue, 4 Jul 2023 10:24:49 +0200 Subject: [PATCH 03/83] addressing comments --- content/docs/guide-development.md | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 6f48bd9..d716de7 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -123,9 +123,12 @@ Renku provides a number of hooks that can be used to add additional customized m [https://renku.readthedocs.io/en/stable/renku-python/docs/reference/plugins.html](https://renku.readthedocs.io/en/stable/renku-python/docs/reference/plugins.html) -Two plugins have been developed +Two plugins have been developed, those aim to provide a sets of funcitonailities for: -#### Renku plugin for the visualization of the local graph +* offering an interactive (and non) visualization of the knowledge graph +* create dedicated annotations for the execution of astroquery functions and add those to the knowledge graph + +### Renku plugin for the visualization of the local graph Starting from the knowledge graph, this is used to generate an interactive graphical representation of the graph itself. @@ -138,9 +141,9 @@ In addition, the plugin offers a dynamic visualization of the graph during a ren More is explained at the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) -#### Renku plugin for the visualization of the local graph +### Renku plugin for the annotation of `astroquery` functions -By this plugin the calls to a number of astroquery methods are itnercepted and the spcific annotations are generated. Those will be added to the knowledge graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) +By this plugin the calls to a number of `astroquery` methods are intercepted and the spcific annotations are generated. Those will be added to the knowledge graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) From 847fd8d8b40e48f6bfd8dc3e8788c3d76857e7a3 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Tue, 4 Jul 2023 12:51:53 +0200 Subject: [PATCH 04/83] addressing some comments --- content/docs/guide-development.md | 16 ++++++---------- 1 file changed, 6 insertions(+), 10 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index d716de7..16ef144 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -117,18 +117,14 @@ https://renkulab.io/ TODO: explain how to run server -### Developing plugins for Renku +### Renku plugin development -Renku provides a number of hooks that can be used to add additional customized metadata. It provides also the possibility to add CLI commands. +Renku provides a number of hooks that can be used to add additional customized metadata. This has been exploited to develop plugins useful within the context of the worklows development. Those aim to provide a sets of funcitonailities for: -[https://renku.readthedocs.io/en/stable/renku-python/docs/reference/plugins.html](https://renku.readthedocs.io/en/stable/renku-python/docs/reference/plugins.html) +* `renku-graph-vis`: this offers an interactive (and non) visualization of the knowledge graph: +* `renku-aqs-annotation`: to create dedicated annotations for the execution of astroquery functions and add those to the knowledge graph -Two plugins have been developed, those aim to provide a sets of funcitonailities for: - -* offering an interactive (and non) visualization of the knowledge graph -* create dedicated annotations for the execution of astroquery functions and add those to the knowledge graph - -### Renku plugin for the visualization of the local graph +### Visualizing project Knowledge Graph with `renku-graph-vis` plugin Starting from the knowledge graph, this is used to generate an interactive graphical representation of the graph itself. @@ -141,7 +137,7 @@ In addition, the plugin offers a dynamic visualization of the graph during a ren More is explained at the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) -### Renku plugin for the annotation of `astroquery` functions +### Tracking access to astronomical archives in the knowledge graph by using `renku-aqs-annotation` plugin By this plugin the calls to a number of `astroquery` methods are intercepted and the spcific annotations are generated. Those will be added to the knowledge graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) From 44fac6b145ff39759b40ea9c4aa64d0c51981d8c Mon Sep 17 00:00:00 2001 From: burnout87 Date: Tue, 4 Jul 2023 14:37:42 +0200 Subject: [PATCH 05/83] screenshot --- content/docs/guide-development.md | 6 ++++-- content/docs/renkulab_graph.png | Bin 0 -> 79467 bytes 2 files changed, 4 insertions(+), 2 deletions(-) create mode 100644 content/docs/renkulab_graph.png diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 16ef144..9f46c8e 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -117,9 +117,9 @@ https://renkulab.io/ TODO: explain how to run server -### Renku plugin development +### Developing service in Renku -Renku provides a number of hooks that can be used to add additional customized metadata. This has been exploited to develop plugins useful within the context of the worklows development. Those aim to provide a sets of funcitonailities for: +Renku gives the possibility to develop customized function. This has been exploited to develop plugins useful within the context of the worklows development. Those aim to provide a sets of funcitonailities for: * `renku-graph-vis`: this offers an interactive (and non) visualization of the knowledge graph: * `renku-aqs-annotation`: to create dedicated annotations for the execution of astroquery functions and add those to the knowledge graph @@ -136,6 +136,8 @@ In addition, the plugin offers a dynamic visualization of the graph during a ren More is explained at the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) +![](renkulab_graph.png) + ### Tracking access to astronomical archives in the knowledge graph by using `renku-aqs-annotation` plugin diff --git a/content/docs/renkulab_graph.png b/content/docs/renkulab_graph.png new file mode 100644 index 0000000000000000000000000000000000000000..a0e917da2a7b835b9017e28a0baa4ac0bd4ac1e5 GIT binary patch literal 79467 zcmZU4bzGdg@;3zvrC5u*7k76lUaYvgySuf;-5nOU;%squcV~gcDei9X_MCgq{hiO7 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This has been exploited to develop plugins useful within the context of the worklows development. Those aim to provide a sets of funcitonailities for: From f9d9d1027b6916b3172e40ff1c1adb8e6b2e44e5 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 5 Jul 2023 10:46:59 +0200 Subject: [PATCH 07/83] removing plugin development and added installation guide --- content/docs/guide-development.md | 23 +++++++++++++++-------- 1 file changed, 15 insertions(+), 8 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 5df08c4..9ae4e3b 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -117,12 +117,10 @@ https://renkulab.io/ TODO: explain how to run server -### Developing plugins in Renku +To support the development of workflows in Renku, a set of dedicated funcitonailities, provided as Renku plugins, are made available. In particular those aim to: -Renku gives the possibility to develop customized function. This has been exploited to develop plugins useful within the context of the worklows development. Those aim to provide a sets of funcitonailities for: - -* `renku-graph-vis`: this offers an interactive (and non) visualization of the knowledge graph: -* `renku-aqs-annotation`: to create dedicated annotations for the execution of astroquery functions and add those to the knowledge graph +* Offer an interactive (and non) visualization of the project Knowledge Graph (`renku-graph-vis` plugin) +* Create dedicated annotations for the execution of `astroquery` functions and add those to the project Knowledge Graph (`renku-aqs-annotation` plugin) ### Visualizing project Knowledge Graph with `renku-graph-vis` plugin @@ -132,18 +130,27 @@ The plugin provides two CLI commands: * `display` to generate a representation of the graph over an output image * `show-graph` to start an interactive visualization of the graph over the browser -In addition, the plugin offers a dynamic visualization of the graph during a renku session. +In addition, the plugin offers a dynamic visualization of the graph during an interactive renku session. More is explained at the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) ![](renkulab_graph.png) -### Tracking access to astronomical archives in the knowledge graph by using `renku-aqs-annotation` plugin +### Tracking access to astronomical archives in the project Knowledge Graph by using `renku-aqs-annotation` plugin + +By this plugin the calls to a number of `astroquery` methods are intercepted and spcific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) + +### Installation -By this plugin the calls to a number of `astroquery` methods are intercepted and the spcific annotations are generated. Those will be added to the knowledge graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) +Those functionalities are available by installing the two plugins. This can be done either via pip: +```bash +pip install renku_graph_vis +pip install renku_aqs_annotation +``` +Or can be made available within a Renku session, by adding those in the list of requirements of the Renku project. ### (optional) Add some verification test cases From ff920049aef26a3270745e9d4c13a3120ddebf81 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Tue, 18 Jul 2023 11:52:55 +0200 Subject: [PATCH 08/83] plugin installations --- content/docs/guide-development.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 9ae4e3b..2dae0f8 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -143,14 +143,14 @@ By this plugin the calls to a number of `astroquery` methods are intercepted and ### Installation -Those functionalities are available by installing the two plugins. This can be done either via pip: +In order to have access to those functionalities, the relative plugins should be installed. This can be done either via pip: ```bash pip install renku_graph_vis pip install renku_aqs_annotation ``` -Or can be made available within a Renku session, by adding those in the list of requirements of the Renku project. +Or can be made available within a Renku session, by adding those in the list of requirements of the Renku project, within your `requirements.txt` file. ### (optional) Add some verification test cases From d52dd145a565210e849cde218c40b4d7ff8553cc Mon Sep 17 00:00:00 2001 From: burnout87 Date: Tue, 18 Jul 2023 15:57:06 +0200 Subject: [PATCH 09/83] notes about plugin --- content/docs/guide-development.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 2dae0f8..47b9e48 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -122,6 +122,8 @@ To support the development of workflows in Renku, a set of dedicated funcitonail * Offer an interactive (and non) visualization of the project Knowledge Graph (`renku-graph-vis` plugin) * Create dedicated annotations for the execution of `astroquery` functions and add those to the project Knowledge Graph (`renku-aqs-annotation` plugin) +Those two set of features are provided within different plugins. + ### Visualizing project Knowledge Graph with `renku-graph-vis` plugin Starting from the knowledge graph, this is used to generate an interactive graphical representation of the graph itself. From 9ccfb37aece762524807493c5a85d97515ec8ff4 Mon Sep 17 00:00:00 2001 From: Gabriele Barni Date: Tue, 18 Jul 2023 16:12:46 +0200 Subject: [PATCH 10/83] Update content/docs/guide-development.md from Volodymyr Co-authored-by: Volodymyr --- content/docs/guide-development.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 47b9e48..4d10d99 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -139,7 +139,7 @@ More is explained at the repo page: [https://github.com/oda-hub/renku-graph-vis/ ![](renkulab_graph.png) -### Tracking access to astronomical archives in the project Knowledge Graph by using `renku-aqs-annotation` plugin +### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin By this plugin the calls to a number of `astroquery` methods are intercepted and spcific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) From dfbf4668512e3354c50a8e7b8c18db2c3328e008 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Tue, 18 Jul 2023 19:12:00 +0200 Subject: [PATCH 11/83] benefits of the plugin and examples pics and animations --- .../docs/details_astroquery_annotations_1.png | Bin 0 -> 67837 bytes content/docs/guide-development.md | 11 ++++++++--- content/docs/renkulab_execution_example_2.gif | Bin 0 -> 3275564 bytes 3 files changed, 8 insertions(+), 3 deletions(-) create mode 100644 content/docs/details_astroquery_annotations_1.png create mode 100644 content/docs/renkulab_execution_example_2.gif diff --git a/content/docs/details_astroquery_annotations_1.png b/content/docs/details_astroquery_annotations_1.png new file mode 100644 index 0000000000000000000000000000000000000000..c939f5578b39bc0e3758bef6a662c04ebb82fda6 GIT binary patch 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[https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) +The primary benefit introduced is the ability to have a live overview of the ongoing development, during an interactive Renku session. This can be seen within the animation below, where the graph is automatically updated with information about the execution of a notebook upon its completion. -![](renkulab_graph.png) +![](renkulab_execution_example_2.gif) +More technical details are presented in the README of the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) ### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin -By this plugin the calls to a number of `astroquery` methods are intercepted and spcific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) +By this plugin the calls to a number of `astroquery` methods are intercepted and specific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) + +In the image below, the information added by the plugin to the project Knowledge Graph is highlighted: + +![](details_astroquery_annotations_1.png) ### Installation diff --git a/content/docs/renkulab_execution_example_2.gif b/content/docs/renkulab_execution_example_2.gif new file mode 100644 index 0000000000000000000000000000000000000000..42ac4f45e207f69ee7c32777a8819b6df7950b75 GIT binary patch literal 3275564 zcmW)nWmMG7+kh9O@d2cfhNZhp1d&*}T)G9RrAz6MR#@p0kY;IESV~F(0ST2@k&dOi zapCv+{=dzcGc))7VeT_$uDM1-Q(ach{t4mTgDX}s5C{YYfgm6d34FX~R z*9!)NAYc#-41$9}NH7Qu24Vj<6bu1DARrh71c!i-5D*#y!v1eQ7zTpCKrk2x4g(=! zAT$hw{okTsI0ymK01jd3OSP%>gf@48QEC`JSVgEl-C>R8VfS@oC6b^zSK~OXZiUmPI zU?><2g@BWf$K@cby0);@JFbEV5fg&MLGz5x;KtV7l7zTyFpfDH| z4uc|LP&5pRg+W1ZC>Rcfz@acW6b^?X;ZQUjiiJZ#NGKQyg&?6YBovN>B9Txu5{gAa 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18 Jul 2023 19:19:43 +0200 Subject: [PATCH 12/83] more explanation --- content/docs/guide-development.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index c03167e..09d9993 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -142,9 +142,9 @@ More technical details are presented in the README of the repo page: [https://gi ### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin -By this plugin the calls to a number of `astroquery` methods are intercepted and specific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) +By this plugin the calls amongst the most important `astroquery` methods are intercepted and specific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) -In the image below, the information added by the plugin to the project Knowledge Graph is highlighted: +In the image below, the information to the project Knowledge Graph is highlighted. In particular, it can be seen that during a papermill run of the `test-notebook.ipynb` notebook (that produced `out.ipynb` as an output notebook) a call to the astroquery method `query_object`, via the `Simbadclass`, has been detected. 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integrated into the graph, providing valuable insights into the types of entities inside it. In the image below, it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. + +![](details_astroquery_annotations_2.png) + More technical details are presented in the README of the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) ### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin From a5fbd10b4f90b62a8bb009b4ead66d85e183016a Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 19 Jul 2023 09:54:11 +0200 Subject: [PATCH 14/83] some adjustments --- content/docs/guide-development.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 6aee004..96060d4 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -146,9 +146,9 @@ More technical details are presented in the README of the repo page: [https://gi ### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin -By this plugin the calls amongst the most important `astroquery` methods are intercepted and specific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) +By this plugin, the calls amongst the most important `astroquery` methods are intercepted and specific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) -In the image below, the information to the project Knowledge Graph is highlighted. In particular, it can be seen that during a papermill run of the `test-notebook.ipynb` notebook (that produced `out.ipynb` as an output notebook) a call to the astroquery method `query_object`, via the `Simbadclass`, has been detected. This, is requesting the object `Mrk 421`. +In the image below, the information added to the project Knowledge Graph is highlighted. Specifically, it can be seen that during a papermill run of the `test-notebook.ipynb` notebook (that produced `out.ipynb` as an output notebook) a call to the astroquery method `query_object`, via the `Simbadclass`, has been detected. This, is requesting the object `Mrk 421`. The hightlighed labels on the edges provide information about the relationship between the two nodes: during the `papermill` execution, a call to the query_object method is executed (`call` label) and in turn, this requests the Astrophysical Object `Mrk 421`. ![](details_astroquery_annotations_1.png) From c70e9d6781573a06dfbabd7b466761316dd350e4 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 19 Jul 2023 13:31:11 +0200 Subject: [PATCH 15/83] addressing comments --- content/docs/guide-development.md | 19 ++++++++++++++----- 1 file changed, 14 insertions(+), 5 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 96060d4..a1ff8ba 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -120,7 +120,7 @@ TODO: explain how to run server To support the development of workflows in Renku, a set of dedicated funcitonailities, provided as Renku plugins, are made available. In particular those aim to: * Offer an interactive (and non) visualization of the project Knowledge Graph (`renku-graph-vis` plugin) -* Create dedicated annotations for the execution of `astroquery` functions and add those to the project Knowledge Graph (`renku-aqs-annotation` plugin) +* Create dedicated annotations calls to `astroquery` functions and add those to the project Knowledge Graph (`renku-aqs-annotation` plugin) Those two set of features are provided within different plugins. @@ -134,16 +134,26 @@ The plugin provides two CLI commands: In addition, the plugin offers a dynamic visualization of the graph during an interactive renku session. -The primary benefit introduced is the ability to have a live overview of the ongoing development, during an interactive Renku session. This can be seen within the animation below, where the graph is automatically updated with information about the execution of a notebook upon its completion. +The primary benefit introduced is the ability to have a live overview of the ongoing development within an interactive Renku session. This can be seen within the animation below, where the graph is automatically updated with information about the execution of a notebook upon its completion. ![](renkulab_execution_example_2.gif) -Additionally, an ontology can be integrated into the graph, providing valuable insights into the types of entities inside it. In the image below, it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. +Additionally, an ontology can be integrated into the graph, providing valuable insights into the types of entities inside it. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. ![](details_astroquery_annotations_2.png) More technical details are presented in the README of the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) +#### Plugin Installation + +In order to have access to those functionalities, the relative plugins should be installed. This can be done either via pip: + +```bash +pip install renku_graph_vis +``` + +Or can be made available within a Renku session, by adding those in the list of requirements of the Renku project, within your `requirements.txt` file. + ### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin By this plugin, the calls amongst the most important `astroquery` methods are intercepted and specific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) @@ -152,12 +162,11 @@ In the image below, the information added to the project Knowledge Graph is high ![](details_astroquery_annotations_1.png) -### Installation +#### Plugin Installation In order to have access to those functionalities, the relative plugins should be installed. This can be done either via pip: ```bash -pip install renku_graph_vis pip install renku_aqs_annotation ``` From 314cfd31150e17c9375848b25da29499a6bf970c Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 19 Jul 2023 14:04:56 +0200 Subject: [PATCH 16/83] more coincise installation instrctions --- content/docs/guide-development.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index a1ff8ba..cb7c2c2 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -146,7 +146,7 @@ More technical details are presented in the README of the repo page: [https://gi #### Plugin Installation -In order to have access to those functionalities, the relative plugins should be installed. This can be done either via pip: +The plugin can be installed either via pip: ```bash pip install renku_graph_vis @@ -164,7 +164,7 @@ In the image below, the information added to the project Knowledge Graph is high #### Plugin Installation -In order to have access to those functionalities, the relative plugins should be installed. This can be done either via pip: +The plugin can be installed either via pip: ```bash pip install renku_aqs_annotation From f382c63ca46910c3ca016e1c8adcbea6a50e5c42 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 19 Jul 2023 15:24:49 +0200 Subject: [PATCH 17/83] img update --- .../docs/details_astroquery_annotations_2.png | Bin 49564 -> 48002 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/content/docs/details_astroquery_annotations_2.png b/content/docs/details_astroquery_annotations_2.png index d85eb15b2736bec815dfb7ef71cf642669f073c7..79683b9d8081185bcfd2ef0b21ed0923dc3e4483 100644 GIT binary patch delta 14743 zcmbum1yEMs`!D*^ogyIJ-Q6u94I&~P(kb1WZcs$JyF*Fo68M62H;9yU2q<+I-~aE- z|D3t^+_`h^9!G?Cv-V!kde*1bm>Gf)dL| zvx}3ZjlBhxo42zCm4%m$B@E`ZSe5=d`KOqx+}dY!cDPkGluNQhso^=S+Qlos?UZ7x z;_?_ao&*LS8tJ-+ozC}vIPc%Cn@rS3=uP?(Gr}?7w zye39+MW{{xXD5Z?KoaG!_noNKjO%4x3k5I5NKNdQ?Ge$x*o@c)6i0JBl3`HP)z&>< zK>48uex^kU`K`)aCL_y0^KSC~QM12sNk%I1-DTM8;}V>!I+AFofN(~&+vZJWYsfTA 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zBP}b-I{a-t4+jRj<%2NZ!giVd#s8SF>SaTP!S=Nu48g835kUk3NdY9$K?ODiPoB+u zGa^XOM(cV~__eibEXy?<0U{ur9)l%Dn!Bs=Az0*pYcy$ zOfLWXr2u6{g&u+bABaK+Q+rH7F%*@Wl2i=3gqDa9lCU_fMH6gx&wSgBH z5%KLF9^xz56nG(SW_&9vD?x!WVx&bNyoRLYWF`!lPi(1TjPeiTOq4BnvQ?{?+!t0P8`C;so3WOxg{QB?M>+gLh>r z#a+rZrD7v67@E73n6L^hVq53@1C!)n2P**r|JWR~e|La_2~#*AMKgxM&UN>}Kfvoh z*f|Q~{n{{tX2nmhUn?N~v*o!cVhHg1cc1#p^&*hM6Y>)#1)oY2S;YMBv4jx8{Kt^s zNWhEwKN5|NgT7i&pmUh6Rj|m>-di;PwA{>tITZxBr;`-^}p;-3b44+kpQ6 zZ55krBS!}=|zkoX$otP*S@GnmQb@nYWF%dA_%6k$&;ctka!hAUX@$H{E dJjSLwbbp)fZxvD|=ZJ@;#O1_LN<`j!|2O^ED#-u< From 1b43c2153a58dd178a5c466855fba4311a8b5d43 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 19 Jul 2023 15:31:38 +0200 Subject: [PATCH 18/83] not and non --- content/docs/guide-development.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index cb7c2c2..df21e8e 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -119,7 +119,7 @@ TODO: explain how to run server To support the development of workflows in Renku, a set of dedicated funcitonailities, provided as Renku plugins, are made available. In particular those aim to: -* Offer an interactive (and non) visualization of the project Knowledge Graph (`renku-graph-vis` plugin) +* Offer an interactive visualization of the project Knowledge Graph (`renku-graph-vis` plugin) * Create dedicated annotations calls to `astroquery` functions and add those to the project Knowledge Graph (`renku-aqs-annotation` plugin) Those two set of features are provided within different plugins. From c2dbedafc7f2400f4d4f7c7a2c74543b00349125 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 19 Jul 2023 17:24:28 +0200 Subject: [PATCH 19/83] ontology --- content/docs/guide-development.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index df21e8e..dc05985 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -138,7 +138,7 @@ The primary benefit introduced is the ability to have a live overview of the ong ![](renkulab_execution_example_2.gif) -Additionally, an ontology can be integrated into the graph, providing valuable insights into the types of entities inside it. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. +This visualization also includes the ODA ontology, providing valuable insights into the types of entities inside it. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. ![](details_astroquery_annotations_2.png) From af8bc4bdfbb349e5fe07caaed7c265dfb235a779 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 19 Jul 2023 17:56:35 +0200 Subject: [PATCH 20/83] more ontology explanation --- content/docs/guide-development.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index dc05985..39a34c3 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -138,7 +138,7 @@ The primary benefit introduced is the ability to have a live overview of the ong ![](renkulab_execution_example_2.gif) -This visualization also includes the ODA ontology, providing valuable insights into the types of entities inside it. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. +This visualization also includes the ODA ontology, providing valuable insights into the types of entities within it that are known to the ontology.. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. ![](details_astroquery_annotations_2.png) From 880fb9acfdc30ad513ed78a699e19b09ca79f8c3 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Wed, 19 Jul 2023 17:57:28 +0200 Subject: [PATCH 21/83] ontology --- content/docs/guide-development.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 39a34c3..cc9ae0c 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -138,7 +138,7 @@ The primary benefit introduced is the ability to have a live overview of the ong ![](renkulab_execution_example_2.gif) -This visualization also includes the ODA ontology, providing valuable insights into the types of entities within it that are known to the ontology.. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. +This visualization also includes the ODA ontology, providing valuable insights into the types of entities within it that are known to the ontology, and therefore helping during the workflow development. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. ![](details_astroquery_annotations_2.png) From f5e26a48655e95f986b74af967859e00afeed1d7 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Thu, 20 Jul 2023 09:06:07 +0200 Subject: [PATCH 22/83] addressing comments --- content/docs/guide-development.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index cc9ae0c..8f97124 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -120,13 +120,13 @@ TODO: explain how to run server To support the development of workflows in Renku, a set of dedicated funcitonailities, provided as Renku plugins, are made available. In particular those aim to: * Offer an interactive visualization of the project Knowledge Graph (`renku-graph-vis` plugin) -* Create dedicated annotations calls to `astroquery` functions and add those to the project Knowledge Graph (`renku-aqs-annotation` plugin) +* Intercept calls to `astroquery` functions and add those to the project Knowledge Graph (`renku-aqs-annotation` plugin) Those two set of features are provided within different plugins. ### Visualizing project Knowledge Graph with `renku-graph-vis` plugin -Starting from the knowledge graph, this is used to generate an interactive graphical representation of the graph itself. +This plugin provides an interactive graphical representation of the renku repository knowledge graph, possibly from within the renku session. The plugin provides two CLI commands: * `display` to generate a representation of the graph over an output image @@ -152,13 +152,13 @@ The plugin can be installed either via pip: pip install renku_graph_vis ``` -Or can be made available within a Renku session, by adding those in the list of requirements of the Renku project, within your `requirements.txt` file. +Alternatively, it can be made available within a Renku session, by adding it in the list of requirements of the Renku project, within your `requirements.txt` file. ### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin -By this plugin, the calls amongst the most important `astroquery` methods are intercepted and specific annotations are generated. Those will be then added to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) +This plugin intercepts several key `astroquery` methods and stores annotations to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) -In the image below, the information added to the project Knowledge Graph is highlighted. Specifically, it can be seen that during a papermill run of the `test-notebook.ipynb` notebook (that produced `out.ipynb` as an output notebook) a call to the astroquery method `query_object`, via the `Simbadclass`, has been detected. This, is requesting the object `Mrk 421`. The hightlighed labels on the edges provide information about the relationship between the two nodes: during the `papermill` execution, a call to the query_object method is executed (`call` label) and in turn, this requests the Astrophysical Object `Mrk 421`. +In the image below, the information added to the project Knowledge Graph is highlighted. Specifically, it can be seen that during a papermill run of the `test-notebook.ipynb` notebook (that produced `out.ipynb` as an output notebook) a call to the astroquery method `query_object`, via the `Simbadclass`, has been detected. This notebook is requesting the object `Mrk 421` object. The hightlighed labels on the edges provide information about the relationship between the two nodes: during the `papermill` execution, a call to the query_object method is executed (`call` label) and in turn, this requests the Astrophysical Object `Mrk 421`. ![](details_astroquery_annotations_1.png) @@ -170,7 +170,7 @@ The plugin can be installed either via pip: pip install renku_aqs_annotation ``` -Or can be made available within a Renku session, by adding those in the list of requirements of the Renku project, within your `requirements.txt` file. +Just like the `renku_graph_vis` plugin, the `renku_aqs_annotation` plugin can be made available within a Renku session by adding it to the list of requirements in your requirements.txt file for the Renku project. ### (optional) Add some verification test cases From 0d107c428b5dc0c2a046b0717b271b9d194640e8 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Thu, 20 Jul 2023 10:43:15 +0200 Subject: [PATCH 23/83] addressing comments --- content/docs/guide-development.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 8f97124..7e72c18 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -120,13 +120,13 @@ TODO: explain how to run server To support the development of workflows in Renku, a set of dedicated funcitonailities, provided as Renku plugins, are made available. In particular those aim to: * Offer an interactive visualization of the project Knowledge Graph (`renku-graph-vis` plugin) -* Intercept calls to `astroquery` functions and add those to the project Knowledge Graph (`renku-aqs-annotation` plugin) +* Intercept calls to `astroquery` functions and store them to the project Knowledge Graph (`renku-aqs-annotation` plugin) Those two set of features are provided within different plugins. ### Visualizing project Knowledge Graph with `renku-graph-vis` plugin -This plugin provides an interactive graphical representation of the renku repository knowledge graph, possibly from within the renku session. +This plugin provides an interactive graphical representation of the renku repository's knowledge graph, possibly from within the renku session. The plugin provides two CLI commands: * `display` to generate a representation of the graph over an output image @@ -146,19 +146,19 @@ More technical details are presented in the README of the repo page: [https://gi #### Plugin Installation -The plugin can be installed either via pip: +The plugin can be installed via pip: ```bash pip install renku_graph_vis ``` -Alternatively, it can be made available within a Renku session, by adding it in the list of requirements of the Renku project, within your `requirements.txt` file. +Alternatively, it can be made available within a Renku session by adding it in the list of requirements of the Renku project, within your `requirements.txt` file. ### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin This plugin intercepts several key `astroquery` methods and stores annotations to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) -In the image below, the information added to the project Knowledge Graph is highlighted. Specifically, it can be seen that during a papermill run of the `test-notebook.ipynb` notebook (that produced `out.ipynb` as an output notebook) a call to the astroquery method `query_object`, via the `Simbadclass`, has been detected. This notebook is requesting the object `Mrk 421` object. The hightlighed labels on the edges provide information about the relationship between the two nodes: during the `papermill` execution, a call to the query_object method is executed (`call` label) and in turn, this requests the Astrophysical Object `Mrk 421`. +In the image below, the information added to the project Knowledge Graph is highlighted. Specifically, it can be seen that during a papermill run of the `test-notebook.ipynb` notebook (that produced `out.ipynb` as an output notebook) a call to the astroquery method `query_object`, via the `Simbadclass`, has been detected. This notebook is requesting the object `Mrk 421` object. The hightlighed labels on the edges provide information about the relationship between the two nodes: during the `papermill` execution, a call to the `query_object` method is executed (`call` label) and in turn, this requests the Astrophysical Object `Mrk 421`. ![](details_astroquery_annotations_1.png) @@ -170,7 +170,7 @@ The plugin can be installed either via pip: pip install renku_aqs_annotation ``` -Just like the `renku_graph_vis` plugin, the `renku_aqs_annotation` plugin can be made available within a Renku session by adding it to the list of requirements in your requirements.txt file for the Renku project. +Just like the `renku_graph_vis` plugin, the `renku_aqs_annotation` plugin can be made available within a Renku session by adding it to the list of requirements in your `requirements.txt`` file for the Renku project. ### (optional) Add some verification test cases From c1a75d225ae2ece8933a5503f02e3ed64a510ff9 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Thu, 20 Jul 2023 10:55:52 +0200 Subject: [PATCH 24/83] formatting link --- content/docs/guide-development.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 7e72c18..28c40f2 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -52,7 +52,7 @@ Note that both target (Point of Interest) **source name** and target **source co * define the notebook output, similarly creating cell with tag "outputs". * outputs may be strings, floats, lists * outputs may be also strings which contain filenames for valid files. If they do, the whole file will be considered output. -* if you want to give more detailed description of the notebook input and output, use `terms` from the [ontology]([docs/guide-ontology.](https://odahub.io/docs/guide-ontology)). +* if you want to give more detailed description of the notebook input and output, use `terms` from the [ontology](docs/guide-ontology). ### Adding annotations the entire notebook From f77fa959c1cb26561611cd1490ea51142005d41c Mon Sep 17 00:00:00 2001 From: burnout87 Date: Thu, 20 Jul 2023 10:56:43 +0200 Subject: [PATCH 25/83] corrected link --- content/docs/guide-development.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 28c40f2..df4e8d4 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -52,7 +52,7 @@ Note that both target (Point of Interest) **source name** and target **source co * define the notebook output, similarly creating cell with tag "outputs". * outputs may be strings, floats, lists * outputs may be also strings which contain filenames for valid files. If they do, the whole file will be considered output. -* if you want to give more detailed description of the notebook input and output, use `terms` from the [ontology](docs/guide-ontology). +* if you want to give more detailed description of the notebook input and output, use `terms` from the [ontology](https://odahub.io/docs/guide-ontology). ### Adding annotations the entire notebook From fd3c52582a4637d1e845711b28f31db9548172d1 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Thu, 20 Jul 2023 11:28:20 +0200 Subject: [PATCH 26/83] minor rephrasings --- content/docs/guide-development.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index df4e8d4..5de179f 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -117,12 +117,12 @@ https://renkulab.io/ TODO: explain how to run server -To support the development of workflows in Renku, a set of dedicated funcitonailities, provided as Renku plugins, are made available. In particular those aim to: +To support the development of workflows in Renku, a set of dedicated funcitonailities, provided as Renku plugins, are made available. Specifically, these plugins aim to achieve the following: -* Offer an interactive visualization of the project Knowledge Graph (`renku-graph-vis` plugin) -* Intercept calls to `astroquery` functions and store them to the project Knowledge Graph (`renku-aqs-annotation` plugin) +* Offer an interactive visualization of the project's Knowledge Graph (`renku-graph-vis` plugin) +* Intercept calls to `astroquery` functions and store them in the project's Knowledge Graph (`renku-aqs-annotation` plugin) -Those two set of features are provided within different plugins. +These two sets of features are offered through separate plugins. ### Visualizing project Knowledge Graph with `renku-graph-vis` plugin @@ -156,7 +156,7 @@ Alternatively, it can be made available within a Renku session by adding it in t ### Tracking access to astronomical archives and services in the project Knowledge Graph by using `renku-aqs-annotation` plugin -This plugin intercepts several key `astroquery` methods and stores annotations to the project Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) +This plugin intercepts several key `astroquery` methods and stores annotations containing information about the calls to these methods (like the arguments used in the call) to the project's Knowledge Graph: [https://github.com/oda-hub/renku-aqs-annotation](https://github.com/oda-hub/renku-aqs-annotation) In the image below, the information added to the project Knowledge Graph is highlighted. Specifically, it can be seen that during a papermill run of the `test-notebook.ipynb` notebook (that produced `out.ipynb` as an output notebook) a call to the astroquery method `query_object`, via the `Simbadclass`, has been detected. This notebook is requesting the object `Mrk 421` object. The hightlighed labels on the edges provide information about the relationship between the two nodes: during the `papermill` execution, a call to the `query_object` method is executed (`call` label) and in turn, this requests the Astrophysical Object `Mrk 421`. From 9b70305e2f81c8d95aa48919c4548fdc20e7d6b6 Mon Sep 17 00:00:00 2001 From: Gabriele Barni Date: Thu, 27 Jul 2023 16:15:24 +0200 Subject: [PATCH 27/83] Update content/docs/guide-development.md Co-authored-by: Volodymyr --- content/docs/guide-development.md | 1 - 1 file changed, 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 5de179f..3624b06 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -122,7 +122,6 @@ To support the development of workflows in Renku, a set of dedicated funcitonail * Offer an interactive visualization of the project's Knowledge Graph (`renku-graph-vis` plugin) * Intercept calls to `astroquery` functions and store them in the project's Knowledge Graph (`renku-aqs-annotation` plugin) -These two sets of features are offered through separate plugins. ### Visualizing project Knowledge Graph with `renku-graph-vis` plugin From 6edb15bcdb24015ec361558b9ffdfa26856e3813 Mon Sep 17 00:00:00 2001 From: Gabriele Barni Date: Thu, 27 Jul 2023 16:15:35 +0200 Subject: [PATCH 28/83] Update content/docs/guide-development.md Co-authored-by: Volodymyr --- content/docs/guide-development.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 3624b06..d85cd39 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -125,7 +125,7 @@ To support the development of workflows in Renku, a set of dedicated funcitonail ### Visualizing project Knowledge Graph with `renku-graph-vis` plugin -This plugin provides an interactive graphical representation of the renku repository's knowledge graph, possibly from within the renku session. +This plugin provides a graphical representation of the renku repository's knowledge graph, possibly from within the renku session. The plugin provides two CLI commands: * `display` to generate a representation of the graph over an output image From 23f2e0f53928436b4d6fe4acebf001d13c111248 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Thu, 27 Jul 2023 18:45:41 +0200 Subject: [PATCH 29/83] starting a new session and create new project on renkulab --- content/docs/guide-development.md | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index d85cd39..9f3fbf7 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -87,8 +87,6 @@ $ oda-api -u https://dispatcher-staging.odahub.io get -i lightcurve-example -p r TODO: workflow version, plot here and in renku create - - ### (optional) Try a test service * install nb2workflow tooling `pip install 'nb2workflow[cwl,service,rdf,mmoda]>=1.3.30' --upgrade`. Note that his command should be the only one you need to install the necessary dependencies for the workflow engine. You may of course also need some domain-specific packages . @@ -112,10 +110,15 @@ If you still experience issues with local environment, try to develop the workfl ### Developing service in Renku +The [renkulab](https://renkulab.io/) platform provides a conveninet way to develop a service using renku. + +A session can be started from a project directly from the platform, or using a dedicated link. For the `lightcurve-example` project a new session can be started with the following [URL](https://renkulab.io/projects/astronomy/mmoda/lightcurve-example/sessions/new?autostart=1&commit=bec2a57b8e7d0e17644cc37d07901c8a7e09139e&branch=master). + +More details on how to start a new session on renkulab can be found on the [offical documentation](https://renku.readthedocs.io/en/stable/tutorials/first_steps/02_start_an_interactive_session.html). -https://renkulab.io/ +A new project can be created on the renkulab platform, or also using the following [URL](https://renkulab.io/projects/new?data=eyJ1cmwiOiJodHRwczovL2dpdGh1Yi5jb20vb2RhLWh1Yi9jb250cmlidXRlZC1wcm9qZWN0LXRlbXBsYXRlcyIsInJlZiI6Im1haW4iLCJ0ZW1wbGF0ZSI6IkN1c3RvbS9tbW9kYSJ9). Using this link a new project, with a given session template, can be created after having filled in some basic information. -TODO: explain how to run server +More details on how to create a new project on renkulab can be found on the [offical documentation](https://renku.readthedocs.io/en/stable/tutorials/first_steps/01_create_project.html). To support the development of workflows in Renku, a set of dedicated funcitonailities, provided as Renku plugins, are made available. Specifically, these plugins aim to achieve the following: From 80307a4f5341d719f2e21d4cf2e308c9cb08ee90 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Fri, 28 Jul 2023 08:53:38 +0200 Subject: [PATCH 30/83] see screenshots --- content/docs/guide-development.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 9f3fbf7..4bffea8 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -70,10 +70,10 @@ reference_energy = 20 # oda:keV ### Publish your workflow as a test service * publish the workflow to RenkuLab in the dedicated group: https://renkulab.io/gitlab/astronomy/mmoda/ -* add a "live-workflow" topic. +* add a "live-workflow" topic (see screenshots below) -![](../live-workflow-tag-set.png) -![](../live-workflow-tag.png) +![](live-workflow-tag-set.png) +![](live-workflow-tag.png) * once some bots do their job, the workflow will be automatically installed in [MMODA](https://www.astro.unige.ch/mmoda) (by default, on a staging instance), and you will recieve an email! From bf628fbc60620f3e27bf4c440d1c794e994b8e76 Mon Sep 17 00:00:00 2001 From: burnout87 Date: Mon, 31 Jul 2023 17:38:04 +0200 Subject: [PATCH 31/83] updated animations --- content/docs/guide-development.md | 2 +- content/docs/renkulab_execution_example_3.gif | Bin 0 -> 6993064 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 content/docs/renkulab_execution_example_3.gif diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 4bffea8..de879c6 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -142,7 +142,7 @@ The primary benefit introduced is the ability to have a live overview of the ong This visualization also includes the ODA ontology, providing valuable insights into the types of entities within it that are known to the ontology, and therefore helping during the workflow development. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. -![](details_astroquery_annotations_2.png) +![](details_astroquery_annotations_3.png) More technical details are presented in the README of the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) diff --git a/content/docs/renkulab_execution_example_3.gif b/content/docs/renkulab_execution_example_3.gif new file mode 100644 index 0000000000000000000000000000000000000000..318d237f1bdf2b13f008d69342244761dc0319e5 GIT binary patch literal 6993064 zcmdQ~^;;D0*PacQZX~3U?rv~ZT0lZVK)So6V?m__1WD;;>26pA=@bct4OSY1xn}O?tg@<-q?Cmu_6_8c5V*TTFWjN;?vM)$=(`0pD=VO)0wgx- zv8w1LCL&o`^;A^!oSpRm0B}yk2muvmy@dtj-2&3t8QGYKRAI%aVXo>mHX<7v(X0TF z=!|s6*ft_noH18{1&lmVZ{ZFJumX(>=tPVwRz2rLj1ESi*SLUOXhb(Q>Zv#b&d!+7 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content/docs/guide-development.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index de879c6..df80d12 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -138,11 +138,11 @@ In addition, the plugin offers a dynamic visualization of the graph during an in The primary benefit introduced is the ability to have a live overview of the ongoing development within an interactive Renku session. This can be seen within the animation below, where the graph is automatically updated with information about the execution of a notebook upon its completion. -![](renkulab_execution_example_2.gif) +![](renkulab_execution_example_3.gif) This visualization also includes the ODA ontology, providing valuable insights into the types of entities within it that are known to the ontology, and therefore helping during the workflow development. The image below displays a graph where the ODA ontology has been imported, and it can be seen that the `SimbadClass` node is an instance of the `AstroqueryModule` class, while `Mrk 421` is an instance of the `AstrophysicalObject` class. -![](details_astroquery_annotations_3.png) +![](details_astroquery_annotations_2.png) More technical details are presented in the README of the repo page: [https://github.com/oda-hub/renku-graph-vis/](https://github.com/oda-hub/renku-graph-vis/) From 58ad89fb2cb180e306d023cafbf7c1aa01f38499 Mon Sep 17 00:00:00 2001 From: andriineronov Date: Mon, 21 Aug 2023 09:25:59 +0200 Subject: [PATCH 33/83] Update guide-development.md First try of editing from AN side --- content/docs/guide-development.md | 21 ++++++++++++++------- 1 file changed, 14 insertions(+), 7 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 73e51aa..b4cfd25 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -1,17 +1,24 @@ -# Workflow development Guide +# MMODA workflow development Guide -Workflows are all things that can be computed, broadly speaking. +The MMODA platform provides access to the Astronomical Open Research Data Analysis Serfives (Astro-ORDAS). Good fraction of these services follow a simple scheme: they are +* accessing publicly available external astronomical data archives to fetch data relevant to specific source or source catalog and +* transform the fetched data using a workflow based on a Python notebook, to drive a data product +* display a preview of the data product on the MMODA frontend and/or return the data product to the user -For reproducibility, we want our workflows to be repeatable: producing the same output every time they are computed. -This is easy enough to do in first approximation, but might be harder to achieve than it seems when the workflow relies on external resources. But we track every execution so it is not necessary to be overly concerned about these delicate details at every moment. +The users of MMODA are encouraged to become its developers and add new AstroORDAS. This help page provides a step-by step instructions on how to add new services to MMODA. +Workflows are all things that can be computed, broadly speaking. For reproducibility, we want our workflows to be repeatable: producing the same output every time they are computed. This looks easy enough in first approximation, but might be harder to achieve than it seems when the workflow relies on external data and compute resources and has to yield an "up-and-running" ORDAS in an ever-evolving compute environment. This help page is also aimed at helping the developers in improving the reproducibility and reusability of their workflows converted to services. + +## Simple ODA Jupyter Notebook to a workflow + +### 1) Write a working repeatable workflow + +Suppose you have a **jupyter notebook** that derives some useful information on an astronomical source (for example, a blazar Mrk 421) from data found in an astronomical data archive (in our example, it will be [GAIA Data Release 3](https://www.cosmos.esa.int/web/gaia/dr3). Generally, we want the workflows to be parametrized. Non-parametrized but strickly repeatable notebooks are less **reusable** since they always produce the same output data. -One way to create them in ODA is to build **jupyter notebook**. +One way to create them in ODA is to build . -## Simple ODA Jupyter Notebook to a workflow -### Write a working repeatable workflow First you need to make sure your notebook runs in a cloud environment. It needs to be repeatable - i.e. you can run it many times. If it depends on external services - try to make sure the requests are also repeatable - you might need to specify sufficient details. If the notebook does not produce the exactly the same result every time - it's unfortunate, but do not worry too much, it might still be reproducible (see motivation on [the difference between reproducibility and repeatability](https://github.com/volodymyrss/reproducibility-motivation/)) From 3edd714c84ab06b102fb4ea735cd2e8ca0593e69 Mon Sep 17 00:00:00 2001 From: andriineronov Date: Mon, 21 Aug 2023 10:29:46 +0200 Subject: [PATCH 34/83] Add files via upload --- content/docs/tmp1.png | Bin 0 -> 163204 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 content/docs/tmp1.png diff --git a/content/docs/tmp1.png b/content/docs/tmp1.png new file mode 100644 index 0000000000000000000000000000000000000000..91a8a3ed69adbcd6503e58c4cb3baf9c5ca1d0db GIT binary patch literal 163204 zcmZ^J19+ax)^?gEjcu!G8ryc#*mh(4jT_r+Y}>Zk*tTu`Z}&d?JNuk}pS)MDXP#$f z%^IvVv*x}hSXNpT4jLO81Ox<5TuewF1O#jv1OyZZ@)Ph&*V94?2nck!si2^&xS$}R ztev%ysf8g3h*)rZB7~yCA@YxRH){?kY9dtfELMJw54nE71QOv{1ds{iFhBBl1q^OM zmxH4r$)aka$=WD|l%mO5gl6l{!&L_r9_x1n47YR=H9n8KowpAC98GMxo*4C-c+X(` z@Izobqz|i-0pw@4g}7e_D+vvcw>JS8TP7T;H>u6`RdsLa#f9#V;keh9)(*H#TeoR5 zuK5n$_loRpjPI8qKf2|lw~Q|tP{V7(FjvneQ&K^-G0 zi(Wr&;F>YEeI)j(Ayxb;RnsaYmF%8@2#i24fz3DN*{eO`o%$!%R1x-_&@!AJL|2V}Ano()9fh7;_EMc33NBlJRO zZxgcKH!~Jr|22jWz9d^}6WN_Aa-eI3s1Fv|IvK%WYM(T%fV*Z7GCvZ2#> zlhTHk%2%h81dZ!KjDeV6nYd33OWv1>_*4wT4ken1Hd+P~Hy}h$ zx0KE*2}F`9AW$t#Em$qGs1vudR+odGmEI#sZ`81LA@J3L1>t2d^tKiVqP98q(0uwVS*fuA5LVu27QcOEYp$kh?yOEr~5{ zRT?0ijSrW!C`wZNEcdHCwkdN_>WmnNjH{SyNoJ;Q=0-N1D1Tv8g>1Qv>Sne;MmJeC z#iGyXmkAPyA)LYIA>+aOL2Gi<5U9S;7`~x=i_96haXEYi9twH1GBoxO_dcbN_z>z4 zR#Y8wr1-FS)o(CyS8>B}5foYqu0@iHEOJJa_VFqdDij1N?Kxc80!md%PzpneY8CPo zcH+A~DYR#WW>w-V)C<*1T&3$WLS*5JEGQzI1DX?E(>eHhCM8XA)v?R`oPy@0aFi94 z>}5mcG>VmroaCiML=V0=z;pYyM|=8tro5?XiKgYz$m$fV6?zK3`u4-Z(ZYF)REflj zRP-B51>{#4HSZaXDUXS&V^YJEv8zkeI+>=;yR!ST^jLnf7P$-~VLUVMSwdezS{kV} zud6VNJUBRdI1X}jI!K*%DUz7KosybfEq43nEEZY3pG7vaTg zr~O*}1d@_c`ciYrwaHwJvvj*jdp}u{c$jjMT#~6-O6Xe*BN&a73sTORI;=iuu&L*& zE2?YO_)(`(`6qBvyBX;lH;He{mIo7+>< zs%c+jTl&6mQs<&uVuoX)p}TDL+&|tOVXR{6Jd&<|Zrm~4KK54Uo9El9m)N5vT5J%s ztv&!hP$4}oja(p7Kx9m^FSJjw&nbz`nA()?G6{aXby_{V>o-ECLN;$PPg3sHq}G(z zGTXwPV#%RF=XQSL>HN{T{2AZ*Cqxg)q(MXAsKR>evD)@y@5ryv^STN1D8un@26*4w zuIhm%&g$l++fuDkIq^Wq^TyN1v)W$VKG}}e9{CFUBL9N@67Y)mn)sLj)%ghw+ycI_ zXL9p`%`tV8Z@&}GJB@!Qb1*X`ldKE9D`w*kk?k|xcZtCs*=<=l6LU<+Z9hvWH&iR^ zcD9#!_D1$idy0Lo@XByi{7E$Na7|1#f=8ZVPBViUUy~XWQwPy7`O(&-<|KqFo~pd6 z>P9tN%B}KV^FEmEW#kJedZ=e)k-ew!RTgL6^zGJcmxle6aUG8LDbO--EEs7TMfE`~ z025LQW{PUYgFjAx*=EFN+nC~*02hljr!|;%3@=JAu??E9Xs};e$P&NsO4!OQ#xTSk z{ZvnQk{?7@hSVtl&s8e$5JQky&)`WwN|}rkACw&BqLD|-3+2E#q)~4!6ty6yK^{SG zp;@a3s3Lz}OawO^n=l*6&+3^}D*AZ?VX6}$Ds4DEKuRwWL8GKbq3+5&PwcF9rkk#_ zHZejs0vO>)IHuKUYqbV9?@N#WHJlrdR|2boR*pS*Kfzm>T+88cYYolR%c~i;??`|^`*)!?X?;2xE<{}ls0i8E-v0(Z9>EAk!(3* z*b93(sx`|kXS!c2#U@24#mf3_#XVCokEx>8OJXn~p)9PdPh;Iuqw!S!r=Z%c)0ESp zlbVZ-%QAcpUW$`@kyzP5*-g1c@l?6G%B>!m*M7K`b_;fiW3far?>YKed&_{Aj6}G& zlp1w8OTpdYT2h-9FQZraazS0i_x1VL?APj#NDv&ysmDi0b;qnMop4hDS-#is+PpjV zg=Le)wlXMfMLTqCRNOBwiM={j1W+7Pws9`Cmr0jZ#YSfKwlFg>%M2^YOBCjz*2nDl zfYzMVvbIN+W1ahqU%YZI@~1of3b_jY1^v?dY543UJl9ti!;5bb{&)!EeQ7PT>;*N? z?!O*GF+8?VISeNym;;( zJ7F$ECliIeieJ=jhfij!I$GbFIdECIF4V7FPsW}alCAGM>;d!i$UIjM9(&J|2z><1 zy!a2jFEh97ch?&SF|-e~yEUJc)uH?T9caWJ*EBK%#ip1!rC12-}8Z$ry{^-}A>bQPa#vyA8Ftkt;GPMMbDzIrh%#7?@f2jHY za{k@WKP8py4ebQ2ErEg#JpZ1Se+mCR^S=fEP^tQFmGlgZ%zxMUx2(U3{_X>ZjGZY^ zo!;+3V-4;Q$B-ABeaRzarqn zNg9MZ>MVMo4B-cX^EQ>}a!3jaNKhwmw}CZIeYd;&6Eu$?JXDVmRX(c1%&*zRO0MT^ z_weWLtWCDni&88@pJHs_I}Dxo*P872Q^w9ly`+P2c-$X6=@~&qIw3JXkm!Pi{XnAo z*Gp6+q{GPqJ;7=CX$bIRQ!tHY?kJ5j<432?GN{)<)4(u8Iy{7*t7*zt9 zl$1~cA1KxT|Ec_|AR#LX9X&NG0bWYV|J24;POPi1Ue1Bbg7u&6{;LvTkGxkT3EP!Q zl$%^USsFfy>2~`;*$q`fL)e7Ylatt(AU;$c9|;Z{A zW9PZ>NuBH;M8%|ZH@p3dFcvsTq9UPYij^p3PSS!+UAE}*(st&`Gz_0^4yT$Ok88u5 zzn?5rO*PsYkSmv}F5I0^35iio+h?LuY0oIyqSD8T1_MvAhtiA zW;kE2#m=$+(n%ru0sNCry~WR$hwaF#anAEbhzd2Mf3ns<7N7x)QMczGr7Zlb$CpElSXmo)^K+l@3kol>;9-o{9$aR{H-SK{2AE|ax5pO0Uf ze($9iAd3=Z`N0+nV6j}Pjl+7sTeh})*bE#ICrkTGtx+$jW<~oqPyNf{H-7zg34ES4 zZN6(C?3OKmrgf)Z&a`+FwPN;^I_<45Z_nq^$&78ORdy{c2aCoT)Lf(RJRe#oc%Dxf z)tVhllZOb)Ems=lD3nXT0^LSx+6v|$)DXU-1f8(Nz29@|oDgMWX`2L@G)as3+HjOBT

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guide-development.md --- content/docs/guide-development.md | 71 +++++++++++++++++-------------- 1 file changed, 40 insertions(+), 31 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index b4cfd25..7eda4d4 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -11,29 +11,23 @@ Workflows are all things that can be computed, broadly speaking. For reproducibi ## Simple ODA Jupyter Notebook to a workflow -### 1) Write a working repeatable workflow +### 1) Write a working repeatable parameterized workflow -Suppose you have a **jupyter notebook** that derives some useful information on an astronomical source (for example, a blazar Mrk 421) from data found in an astronomical data archive (in our example, it will be [GAIA Data Release 3](https://www.cosmos.esa.int/web/gaia/dr3). -Generally, we want the workflows to be parametrized. Non-parametrized but strickly repeatable notebooks are less **reusable** since they always produce the same output data. +Suppose you have a [**jupyter notebook**](https://renkulab.io/projects/astronomy/mmoda/fermi/files/blob/Lightcurve.ipynb) that derives some useful information (a lightcurve in the GeV gamma-ray band) on an astronomical source (for example, a blazar [Mrk 421](http://simbad.u-strasbg.fr/simbad/sim-id?Ident=Mrk++421)) from data found in an astronomical data archive (in our example, it will be [Fermi LAT data archive](https://fermi.gsfc.nasa.gov/ssc/data/access/)). -One way to create them in ODA is to build . +The first essential step in promoting the notebook to an ORDAS is to make the workflow of the notebook **reusable** by parameterizing it. For example, it is initeresting to enable generation of similar data products for different sources, by simply giving the source name or coordinates as **input parameters** to the workflow). It is also useful to explicitly tag the resulting data product (the lightcurve in our example) as the **output**, to make clear which of the numerous entities generated by the notebook is the final result. It is also possibly to convert non-parametrized but strickly repeatable notebooks to services (for example, to assure reproducibility of a result published in a research publication), but this is less interesting since they always produce the same output data. +#### How to designate input parameters and output cells of the notebook +In MMODA we use the approach of [papermill](https://papermill.readthedocs.io/en/latest/usage-parameterize.html#designate-parameters-for-a-cell)) to **tag* the notebook cells that contain input parameters and the outputs. In your notebook, you may create two dedicated cells with the "parameters" tag. In the Jupyter Lab environment this can be done by clicking on the cogwheel sign on the right top, red arrow in the image below, and adding new tag as pointed by the second red arrow: +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp1.png) -First you need to make sure your notebook runs in a cloud environment. It needs to be repeatable - i.e. you can run it many times. If it depends on external services - try to make sure the requests are also repeatable - you might need to specify sufficient details. If the notebook does not produce the exactly -the same result every time - it's unfortunate, but do not worry too much, it might still be reproducible (see motivation on [the difference between reproducibility and repeatability](https://github.com/volodymyrss/reproducibility-motivation/)) - -* write your notebook, and make sure it runs from top to bottom -* make a requirements.txt will the modules you need for this notebook - -You can use mock [notebooks](https://renkulab.io/gitlab/astronomy/mmoda/mmoda-nb2workflow-example/-/tree/master/notebooks) as examples. - -### Parametetrize the notebook +#### How to define input parameters in the dedicated parameters cell -Create a cell with the following tag "parameters" (see [papermill manual](https://papermill.readthedocs.io/en/latest/usage-parameterize.html#designate-parameters-for-a-cell)): - * the names of the declared variables will be used as parameter names in the MMODA service (except the **default** parameters, see below) - * if not annotated, the types of the inputs parameters are determined based on the parameter default value - * one can annotate the input parameter by putting comment with the `term` from the [ontology](https://odahub.io/docs/guide-ontology). +The variables defined in the dedicated "parameters" cell, will be the input parameters of the workflow. They will be visualized in the frontend of the service and it will be possible to provide these parameters via the service Application Programming Interface (API). For example, in the image of the parameters cell in our example (see above), the + * the names of the declared variables will be used as parameter names in the MMODA service (except the **default** parameters, see below). For example, the `Source_region_radius` variable will be visible in the frontend as a query parameter with the same name. It will appear with a default value assigned to it (`2.` in the example notebook). + * if not annotated, the types of the inputs parameters are determined based on the parameter default value (would be `float` for the `Source_region_radius` parameter). + * otherwise, it is possible to customize the parameter by adding annotation the input parameter with an MMODA [ontology](https://odahub.io/docs/guide-ontology) item as a comment (after the hash sign, `#http://odahub.io/ontology#AngleDegrees` in the reference example of the `Source_region_radius` parameter. This may be useful for checking the validity of the user inputs. For example, the sky angle in degrees (defined by the `#http://odahub.io/ontology#AngleDegrees`) should be a float number and can take values between 0 and 360. #### Default parameters @@ -47,22 +41,13 @@ Several **default** common parameters are always set by the MMODA frontend. Thes | http://odahub.io/ontology#EndTime | T2 | | http://odahub.io/ontology#AstrophysicalObject | src_name | -If notebook contains parameters anotated with these types, their names will be automatically converted by the dispatcher plugin to the default ones. If some of them are ommited, they will be added to the list of workflow parameters automatically. +If the notebook contains parameters anotated with these types, their names will be automatically converted by the dispatcher plugin to the default ones. If some of them are ommited, they will be added to the list of workflow parameters automatically. The default parameters are common to all workflows in the MMODA ecosystem. They appear at the top of the MMODA frontend as shown below: -{{< notice note >}} -Note that both target (Point of Interest) **source name** and target **source coordinates** are passed to the workflow, and in principle there is no guarantee the coordinates are that of the source. Indeed the exact choice of the coordinates for a given source depends on the energy band, desired precision, etc. For now, we leave is up to the workflow developer to reconcile these parameters. -{{< /notice >}} - - -### Annotate the notebook outputs - -* define the notebook output, similarly creating cell with tag "outputs". - * outputs may be strings, floats, lists - * outputs may be also strings which contain filenames for valid files. If they do, the whole file will be considered output. -* if you want to give more detailed description of the notebook input and output, use `terms` from the [ontology]([docs/guide-ontology.](https://odahub.io/docs/guide-ontology)). +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp2.png) +Note that both target (Point of Interest) **source name** and target **source coordinates** are passed to the workflow, and in principle there is no guarantee the coordinates are that of the source. We leave is up to the workflow developer to reconcile these parameters. Please explain the logic in the associated help page of the service. -### Adding annotations the entire notebook +#### Adding annotations the entire notebook Annotations can apply to parameters or entire notebook. In both cases they are kept in the notebook cell tagged `parameters`. For example: @@ -73,7 +58,31 @@ For example: source_name = "Crab" # oda:AstrophysicalObject reference_energy = 20 # oda:keV -``` +``` + #### How to annotate the notebook outputs + +A cell tagged "outputs" defines the data product(s) that will be provided by the service: + +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp3.png) + + +The outputs may be strings, floats, lists, numpy arrays, astropy tables etc. They may be also strings which contain filenames for valid files. If they do, the whole file will be considered as the output. Similar to the "parameters" cell, the "outputs" cell should contain the definitions of the output variables followed by equality that assigns values to them and a comment that defines their type (for example, the variable `lightcurve_astropy_table` in the example shown above takes the value `lightcurve` which is an astropy table. the comment field `# http://odahub.io/ontology#ODAAstropyTable` specifies this in terms of the MMODA ontology. If you want to give more detailed description of the notebook input and output, use `terms` from the pre-defined ontology described [here]([docs/guide-ontology.](https://odahub.io/docs/guide-ontology)). + + ### 2) Make the notebook available for deployment on [MMODA](https://www.astro.unige.ch/mmoda/) via [renkulab.io](https://renkulab.io/) + +The parameterized workflow formulated as a Python notebook can be converted into a service provided by [MMODA](https://www.astro.unige.ch/mmoda/) by a bot that scans a specific location `astronomy/mmoda` in the project directory on the [renkulab.io](https://renkulab.io/) collaborative platform. Creating a new project in this directory will make it visible for the bot. In our example of Fermi/LAT lightcurve workflow, it is in the [fermi](https://renkulab.io/projects/astronomy/mmoda/fermi) subdirectory of `astronomy/mmoda`. + +First you need to make sure your notebook runs in a cloud environment. It needs to be repeatable - i.e. you can run it many times. If it depends on external services - try to make sure the requests are also repeatable - you might need to specify sufficient details. If the notebook does not produce the exactly +the same result every time - it's unfortunate, but do not worry too much, it might still be reproducible (see motivation on [the difference between reproducibility and repeatability](https://github.com/volodymyrss/reproducibility-motivation/)) + +* write your notebook, and make sure it runs from top to bottom +* make a requirements.txt will the modules you need for this notebook + +You can use mock [notebooks](https://renkulab.io/gitlab/astronomy/mmoda/mmoda-nb2workflow-example/-/tree/master/notebooks) as examples. + + + + ### Publish your workflow as a test service * publish the workflow to RenkuLab in the dedicated group: https://renkulab.io/gitlab/astronomy/mmoda/ From 4f8771e94881379254a5a7fe2a0029381f2e51a9 Mon Sep 17 00:00:00 2001 From: andriineronov Date: Tue, 22 Aug 2023 13:19:25 +0200 Subject: [PATCH 38/83] Update guide-development.md --- content/docs/guide-development.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 7eda4d4..9a21ed8 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -45,7 +45,7 @@ If the notebook contains parameters anotated with these types, their names will ![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp2.png) -Note that both target (Point of Interest) **source name** and target **source coordinates** are passed to the workflow, and in principle there is no guarantee the coordinates are that of the source. We leave is up to the workflow developer to reconcile these parameters. Please explain the logic in the associated help page of the service. +Note that both **source name** and **source coordinates** are passed to the workflow, and in principle there is no guarantee the coordinates are that of the source. We leave is up to the workflow developer to reconcile these parameters. Please explain the logic in the associated help page of the service. #### Adding annotations the entire notebook @@ -72,8 +72,7 @@ The outputs may be strings, floats, lists, numpy arrays, astropy tables etc. The The parameterized workflow formulated as a Python notebook can be converted into a service provided by [MMODA](https://www.astro.unige.ch/mmoda/) by a bot that scans a specific location `astronomy/mmoda` in the project directory on the [renkulab.io](https://renkulab.io/) collaborative platform. Creating a new project in this directory will make it visible for the bot. In our example of Fermi/LAT lightcurve workflow, it is in the [fermi](https://renkulab.io/projects/astronomy/mmoda/fermi) subdirectory of `astronomy/mmoda`. -First you need to make sure your notebook runs in a cloud environment. It needs to be repeatable - i.e. you can run it many times. If it depends on external services - try to make sure the requests are also repeatable - you might need to specify sufficient details. If the notebook does not produce the exactly -the same result every time - it's unfortunate, but do not worry too much, it might still be reproducible (see motivation on [the difference between reproducibility and repeatability](https://github.com/volodymyrss/reproducibility-motivation/)) +To proceed along this way, you first you need to make sure your notebook runs correctly in the [renkulab.io](https://renkulab.io/) environment. You can start a new project in the `astronomy/mmoda` * write your notebook, and make sure it runs from top to bottom * make a requirements.txt will the modules you need for this notebook @@ -81,7 +80,8 @@ the same result every time - it's unfortunate, but do not worry too much, it mig You can use mock [notebooks](https://renkulab.io/gitlab/astronomy/mmoda/mmoda-nb2workflow-example/-/tree/master/notebooks) as examples. - +It needs to be repeatable - i.e. you can run it many times. If it depends on external services - try to make sure the requests are also repeatable - you might need to specify sufficient details. If the notebook does not produce the exactly +the same result every time - it's unfortunate, but do not worry too much, it might still be reproducible (see motivation on [the difference between reproducibility and repeatability](https://github.com/volodymyrss/reproducibility-motivation/)) ### Publish your workflow as a test service From 9e6f50835ff28e87fcef705a491250e93e645e36 Mon Sep 17 00:00:00 2001 From: andriineronov Date: Tue, 22 Aug 2023 13:26:17 +0200 Subject: [PATCH 39/83] tmp4 --- content/docs/tmp4.png | Bin 0 -> 230467 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 content/docs/tmp4.png diff --git a/content/docs/tmp4.png b/content/docs/tmp4.png new file mode 100644 index 0000000000000000000000000000000000000000..41097c38940de6029efb710295123063978a81dc GIT binary patch literal 230467 zcmb5W1ymhPwl<8rLm)tKcXxMpcb7wOcLD@=cX#*Tkl^mF3GVLtoxC&m&aC)A4 z-Ro3W)vjG#UA^nsPi+WOl$St+!+`?<0YQ|K6jcTRfrS780Y`v=0_Gq?bHamwAP53P zL=>e&L4X(NoDvhWe*+7idZbOWmc~w5aM5Si>)OX@zxzG&aWc)x;;a+= z%L;6?WMW7;cq{`g#$XV{)L?PpjFbW>>H(OXAJS@I zg=pt3OkZ*nZaKyyjpUFhK7SnDC#I414**lbw^(^ki+?@?$(PQ4=uAJF}rJX}%&h+6$D_V0;AJss zCwyG1v+y=D?hxJ&EM+8==f^Awy)wqQYrz&^5FN=7I?-0dsQDN{@u3HjYH^T7EQksA zit}>ole}gmFTOWdC zx+@~QeGNs13m$|V@_fvNxiSdRdYlI}9r27XC2{BXXb-x!-V<-jVYN@EhBJ$cC~QegVwy&a&IH7 zIa%Uwp28}?=zR_O`uVGEPgPie$5u{$B*eO+fM#4oB!QE^j*uJ&FUY|4B764Xxy+B{4qFA<**E<|VbO&CekK?x3O*NRty^N{!VRvgz^yC8Z*B=jf1 zyFk2OaNL*{rP11#yBxVZ5uelSC?s_ifPRj*OxKJ}(v!64VF1gSz;wiun90h@)B}n2 zHQ1@C;i#)WhsvM5%*uF&2H~d*3=EX$ax$U=Il2F`+I`4l(fcI_$qZzI-GOY2m@7nv z0pcN9F_1@&;3K$`A^1LUO#C@6poIt#L<1pW!N|WKH2mVm3ZycGN`;pe#MVSw_ySi8 zYYoZs1K%Em^-IA|QciICFET%ITEI0FkljI_e(+pi3!$J1i&=*98wY3---WXD2ztj6 zl7fYaD91XJ!lM$SnL;rWP>HA$e;C3ngj$YaC8CIPlEiX^_xN%{Tob228C;&LU5aWI z6fKNRiH<0NK6Pn{$&F1Xj+HAj?PAH+hFc|}kdHO>*^=W44DUNgapa+4aVq%0cTG*! z8nGp&D7QbXJ;JhjHW14?y zTtK@EyhRC;eMCEf)rVj=q9ux83{n)Pq_C#=M4lP!RTgp)ElGNWQWb`8&rpow6gnFw z6N($^6-E)N*C){jiWXL=P*3p~n=kcAnW*e*V|HW4oN$}$5s{CgvO2SpqdJ_rv>F=q zxC*t#N|CefVf~Cs(WI$MJ=t=^C%L`2lDL$(=D3VutYN;LNeskrw*HWK!Qs5IqRN6f zC3%%IOpGw#C^&dm5mZ_^+*3Ji4Srgcs?Xcr-zH0m5m@Jp;I@jZYY+i z(v%CZC233QNmu1%=WmqwDi)P-m)EO#lsBl+s2!^@RCKA5RA`km&6AgYs7R{7Q*AF@ zD3MohR<;C++N zo?y-b=U#N-Kg2m?c6n@za5;8nIPO}+&D*aTT%?&_t#Fe&PvF-RkQC7H3-S$o;{#v& zK0&x(82&>%a2Cpkq*2^G=4Uh|o`YeZjmX^81mlE#+b{KAq+U=GlL8cyxM|M<6>*;d z?t!-fu7QfE7~K2xDOqnh2=WR!ZQ1PErbAgzd>_2ds0}+SOB^d|rgh^Lz|->B3hlIY z_OgD1*B*vbut)Ku)wTMyFFbmLWCS*56J|5ra5BQE^=MP_Y4UkhWmS9?rZ$@!*-+xF_x6XyTsH z7}1sZ9=$^S{)dV?ipLkh-}B@8W56^#{+QSIT_@(}Kx^$+swv9h1G@ z%jK=vQ<;0Y`}LF6Q;Va)%ZfX%1G}@y>&>(GM8N2n(V2M{f;}7x^d}_u$t&Y=(=3=i zFcB~raGpTcK(s*WfHUX}NDIhCsQZwXAX#KCRB0GQWIa^RK%2h3`p-+RM)*c7y(>Lx zJ=?uBJp|%QVxc7IB-2B+Luzqu1+)cUl@O;1)A2f~pY$VL#&%Lk>iU*amqwN-916D0 z`+=Elh(0G(NWQrkstav8eWa;oYfT!OnmYp>L(P7ok^9J zmXlu3=4Pa~TuXQ01K0w{0E>e639_Z0>su@FR?u=Qn*_mB5ukaMO>0=Zej8T$44Wa{@$am&6i#M)4YWCxYFeGkzRSDIK48hY!WYyOtQIO0 z&ua&3c&&jR!yaDONmsMi8DGwQy?&fza}hbYP85xeXFWgjmUz(YcV^}Ac6<0w2XMjTzoK2q*o0Yy zwd@QCp9f`N{)&Kz;KpjF)$e}Lp{lv@PE*nHSWY2ZBir}Gdp&M5fKD-|Kh@pqvfg&w za{P65O!K0CqFYv1@4j207FThkF{_bM?b~j?mF~1#y_>P1ydb^cS`(qU*s@{#dUb0+ zT~AZ32Bmsd#ayYad+Q5s*Sj0_hI`D8Z9~0!186Y39;YMHIjX2CA8kf!#x;ly8d zn7gsuWjZw(jaG?f;N)LYUSqZwcFsRHT^N?ALf1LZ#PK?^(y`XrKfIW=n1smTnxC+? z<2rV_JK(BulH14L$E9yEC_T47=6q>iJrCho=Q(EZ)V1!|@hEHkEW3C)>YJjV58L6m zNBw*h^jT@Kt(ro=+k@m({9bNj+@kr)wzEyo`T07F%MI2|=Dci^rrXZF`w4kf;Lf$( zjlc`#A$Qy8rI#nBB}Si@-u

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Aug 2023 14:14:52 +0200 Subject: [PATCH 50/83] Update guide-development.md --- content/docs/guide-development.md | 32 ++++++++++++++++++++++++++++++- 1 file changed, 31 insertions(+), 1 deletion(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index 9a21ed8..d4de36b 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -72,7 +72,37 @@ The outputs may be strings, floats, lists, numpy arrays, astropy tables etc. The The parameterized workflow formulated as a Python notebook can be converted into a service provided by [MMODA](https://www.astro.unige.ch/mmoda/) by a bot that scans a specific location `astronomy/mmoda` in the project directory on the [renkulab.io](https://renkulab.io/) collaborative platform. Creating a new project in this directory will make it visible for the bot. In our example of Fermi/LAT lightcurve workflow, it is in the [fermi](https://renkulab.io/projects/astronomy/mmoda/fermi) subdirectory of `astronomy/mmoda`. -To proceed along this way, you first you need to make sure your notebook runs correctly in the [renkulab.io](https://renkulab.io/) environment. You can start a new project in the `astronomy/mmoda` +To proceed along this way, you first you need to make sure your notebook runs correctly in the [renkulab.io](https://renkulab.io/) environment. You can start a new project in the `astronomy/mmoda` by clicking on the "Creat new project" button. + +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp4.png) + +You will need to choose the name of the new project. This name will be the name of your service appearing at the MMODA frontend and discoverable via MMODA API. Place your project in the `astronomy/mmoda` namespace by specifying this in the "Namespace" field as shown below: + +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp5.png) + +Choose the "Python 3" template for the project and then click "Create project" button: + +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp6.png) + +To start working on the newly created project, you can launch an interactive Jupyte lab session by clicking on the "Start" button: + +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp7.png) + +Once in the Jupyter lab environment, you can update the project by uploading the notebook that you intend to promote to a service: + +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp8.png) + +Your notebook most probably imports some python packages that are not installed by default in a generic Python environment on renkulab.io. To add necessary packages, you need to update the `requirements.txt` file with the packages you need: + +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp9.png) + +In the example of Fermi/LAT analysis we are considering, packages `astropy`, `matplotlib` and `astroquery` packages will be needed. They can be added in the requirements.txt file as shown above. + +Once you are done with uploading your notebook and adding missing Python packages into the requirements.txt file, you can commit changes to your project by going to the GitLab tab in the Jupyter lab interface. You will see files that have been added or modified appearing as such in the dedicated sub-panel as shown below: + +![image](https://github.com/oda-hub/hugo-odahub/blob/master/content/docs/tmp10.png) + +Promote these files to the "Staged" state by clicking at the "+" signs next to them and commit changes to your project by clicking at the "Commit" buttong just below the file list. * write your notebook, and make sure it runs from top to bottom * make a requirements.txt will the modules you need for this notebook From 1a7ba8cd354d081e7c492413575ab7e0e104ce80 Mon Sep 17 00:00:00 2001 From: andriineronov Date: Tue, 22 Aug 2023 14:16:05 +0200 Subject: [PATCH 51/83] tmp10 --- content/docs/tmp10.png | Bin 57281 -> 93311 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/content/docs/tmp10.png b/content/docs/tmp10.png index 12d42df146625c14133e0ac698afac3cf7f07a9e..77a06dd71f5406d297dbd7597b625ac21f93217c 100644 GIT binary patch literal 93311 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Aug 2023 16:19:24 +0200 Subject: [PATCH 54/83] Update guide-development.md From 0dc0510ca9d083a8f3b9b632e7137f15c05c80fd Mon Sep 17 00:00:00 2001 From: andriineronov Date: Tue, 22 Aug 2023 16:20:35 +0200 Subject: [PATCH 55/83] Update guide-development.md --- content/docs/guide-development.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/content/docs/guide-development.md b/content/docs/guide-development.md index d4de36b..d3549c3 100644 --- a/content/docs/guide-development.md +++ b/content/docs/guide-development.md @@ -100,8 +100,6 @@ In the example of Fermi/LAT analysis we are considering, packages `astropy`, `ma Once you are done with uploading your notebook and adding missing Python packages into the requirements.txt file, you can commit changes to your project by going to the GitLab tab in the Jupyter lab interface. 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