connectapi Tags

Getting Started

To understand how tags work with connectapi, you must first understand tags in RStudio Connect.

Tags in RStudio Connect consist of multiple “tag trees,” each with a “Category” as its parent.
The tag hierarchy / structure is created by administrators
Publishers and administrators can associate any non-Category tag with content
A tag being a member of a “child” tag doe not automatically make it a member of the “parent” tag

As always, get started by defining the CONNECT_SERVER and CONNECT_API_KEY variables, then initialize an API client.

library(connectapi)
client <- connect()

NOTE: This example report will create a few tag hierarchies and then use them. As a result, to use this example verbatim requires admin privileges and will create tags on your server.

Create the Tag Tree(s)

To get started, we will create a tag tree to show how things work. The create_tag() helper allows you to create a singular tag (by specifying its parent, etc.). For our purposes, create_tag_tree() is easier, since it creates the entire tree specified at once.

start_tags <- get_tags(client)
start_tags

## Posit Connect Tag Tree
##   < No tags >

tree_project_1 <- create_tag_tree(client, "DemoProject", "project_1")

## Posit Connect Tag Tree (filtered)
## └── DemoProject
##    └── project_1

tree_project_1

## Posit Connect API Client: 
##   Posit Connect Server: http://localhost:32768
##   Posit Connect API Key: ***********5Ltl

tmp_tags <- get_tags(client)

tree_project_2 <- create_tag(client, name = "project_2", parent = tmp_tags$DemoProject)

## Posit Connect Tag Tree (filtered)
## └── DemoProject
##    └── project_2

tree_project_2

## Posit Connect API Client: 
##   Posit Connect Server: http://localhost:32768
##   Posit Connect API Key: ***********5Ltl

tree_audience_1 <- create_tag_tree(client, "DemoAudience", "Sales")

## Posit Connect Tag Tree (filtered)
## └── DemoAudience
##    └── Sales

tree_audience_2 <- create_tag_tree(client, "DemoAudience", "Finance")

## Posit Connect Tag Tree (filtered)
## └── DemoAudience
##    └── Finance

get_tags(client)

## Posit Connect Tag Tree
## ├── DemoProject
## │   ├── project_1
## │   └── project_2
## └── DemoAudience
##    ├── Sales
##    └── Finance

Content tags

In order to show how tags work, we need some content to work with.

bnd <- bundle_static(system.file("logo.png", package = "connectapi"))

## Bundling directory (/tmp/Rtmp67WlHy/bundledir281048dc12b9)

content_1 <- deploy(client, bnd)

## Getting content endpoint

## Found EXISTING content dfb78068-9081-4dd9-bcb0-4e257f7a9aee with name mwlefoodfieexombwkkeulbfd on http://localhost:32768

## Uploading bundle

## Deploying bundle

content_2 <- deploy(client, bnd)

## Getting content endpoint

##

## Uploading bundle

## Deploying bundle

Set Tags

Content 1 is for project_1 and Sales, so let’s set the tags! There are a few ways to do so.

all_tags <- get_tags(client)

set_content_tag_tree(content_1, "DemoProject", "project_1")

## Posit Connect Tag Tree (content)
## └── DemoProject
##    └── project_1

## Posit Connect Content Task: 
##   Content GUID: dfb78068-9081-4dd9-bcb0-4e257f7a9aee
##   URL: http://localhost:32768/connect/#/apps/dfb78068-9081-4dd9-bcb0-4e257f7a9aee/
##   Task ID: J8H3FT6fBI4bQ0sn

set_content_tags(content_1, all_tags$DemoAudience$Sales)

## Posit Connect Tag Tree (content)
## ├── DemoProject
## │   └── project_1
## └── DemoAudience
##    └── Sales

## Posit Connect Content Task: 
##   Content GUID: dfb78068-9081-4dd9-bcb0-4e257f7a9aee
##   URL: http://localhost:32768/connect/#/apps/dfb78068-9081-4dd9-bcb0-4e257f7a9aee/
##   Task ID: J8H3FT6fBI4bQ0sn

Content 2 is for project_2 and both Audiences (Sales and Finance).

set_content_tags(
  content_2,
  all_tags$DemoProject$project_2,
  all_tags$DemoAudience$Sales,
  all_tags$DemoAudience$Finance
)

## Posit Connect Tag Tree (content)
## ├── DemoProject
## │   └── project_2
## └── DemoAudience
##    ├── Sales
##    └── Finance

## Posit Connect Content Task: 
##   Content GUID: 9b1998e1-4273-4f82-890f-68f0f15ef33f
##   URL: http://localhost:32768/connect/#/apps/9b1998e1-4273-4f82-890f-68f0f15ef33f/
##   Task ID: eWiNK95hc53nePLl

See the tags associated with content

In order to see the tags associated with content, use get_content_tags(). The data structure is the same as get_tags(), but the “whole list” is filtered to only the tags that are associated with a piece of content.

c1_tags <- get_content_tags(content_1)
c1_tags

## Posit Connect Tag Tree (content)
## ├── DemoProject
## │   └── project_1
## └── DemoAudience
##    └── Sales

c2_tags <- get_content_tags(content_2)
c2_tags

## Posit Connect Tag Tree (content)
## ├── DemoProject
## │   └── project_2
## └── DemoAudience
##    ├── Sales
##    └── Finance

List all content associated with a tag

Once tags have been defined, you can also search for all of the content associated with a tag.

content_list_by_tag(client, all_tags$DemoAudience$Sales)

## # A tibble: 2 × 44
##   guid       name  title description access_type connection_timeout read_timeout
##   <chr>      <chr> <chr> <chr>       <chr>                    <int>        <int>
## 1 9b1998e1-… pbcy… pbcy… ""          acl                         NA           NA
## 2 dfb78068-… mwle… mwle… ""          acl                         NA           NA
## # ℹ 37 more variables: init_timeout <int>, idle_timeout <int>,
## #   max_processes <int>, min_processes <int>, max_conns_per_process <int>,
## #   load_factor <dbl>, memory_request <lgl>, memory_limit <lgl>,
## #   cpu_request <lgl>, cpu_limit <lgl>, amd_gpu_limit <lgl>,
## #   nvidia_gpu_limit <lgl>, service_account_name <lgl>,
## #   default_image_name <lgl>, created_time <dttm>, last_deployed_time <dttm>,
## #   bundle_id <chr>, app_mode <chr>, content_category <chr>, …

content_list_by_tag(client, all_tags$DemoProject$project_1)

## # A tibble: 1 × 44
##   guid       name  title description access_type connection_timeout read_timeout
##   <chr>      <chr> <chr> <chr>       <chr>                    <int>        <int>
## 1 dfb78068-… mwle… mwle… ""          acl                         NA           NA
## # ℹ 37 more variables: init_timeout <int>, idle_timeout <int>,
## #   max_processes <int>, min_processes <int>, max_conns_per_process <int>,
## #   load_factor <dbl>, memory_request <lgl>, memory_limit <lgl>,
## #   cpu_request <lgl>, cpu_limit <lgl>, amd_gpu_limit <lgl>,
## #   nvidia_gpu_limit <lgl>, service_account_name <lgl>,
## #   default_image_name <lgl>, created_time <dttm>, last_deployed_time <dttm>,
## #   bundle_id <chr>, app_mode <chr>, content_category <chr>, …

content_list_by_tag(client, all_tags$DemoProject)

## # A tibble: 0 × 32
## # ℹ 32 variables: guid <chr>, name <chr>, title <chr>, description <chr>,
## #   access_type <chr>, connection_timeout <int>, read_timeout <int>,
## #   init_timeout <int>, idle_timeout <int>, max_processes <int>,
## #   min_processes <int>, max_conns_per_process <int>, load_factor <dbl>,
## #   created_time <dttm>, last_deployed_time <dttm>, bundle_id <chr>,
## #   app_mode <chr>, content_category <chr>, parameterized <lgl>,
## #   cluster_name <chr>, image_name <chr>, r_version <chr>, py_version <chr>, …

Cleanup

Now we will clean up the demo tags that we created.

# Protect against tags already existing
if ("DemoProject" %in% names(start_tags) || "DemoAudience" %in% names(start_tags)) {
  stop("ERROR: One of the demo tags already exist for you! Beware lest they be deleted by this demo")
}

latest_tags <- get_tags(client)
delete_tag(client, latest_tags$DemoProject)

## Posit Connect API Client: 
##   Posit Connect Server: http://localhost:32768
##   Posit Connect API Key: ***********5Ltl

delete_tag(client, latest_tags$DemoAudience)

## Posit Connect API Client: 
##   Posit Connect Server: http://localhost:32768
##   Posit Connect API Key: ***********5Ltl

# TODO: delete content

Cole Arendt