An implementation of Google's 'DoubleClick for Publishers' (DFP) API < https://developers.google.com/ad-manager/api/start> (recently renamed to 'Google Ad Manager'). This package is automatically compiled from the API WSDLs (Web Service Description Language) files to dictate how the API is structured. Theoretically, all API actions are possible using this package; however, care must be taken to format the inputs correctly and parse the outputs correctly as well. Please see Google's DFP API reference and this package's website < https://stevenmmortimer.github.io/rdfp/> for more information, documentation, and examples.
Compiled using DFP API version:
rdfp allows you to use the DoubleClick for Publishers API from R (recently renamed to Google Ad Manager). Manage inventory, create orders, pull reports, and more!
install.packages("rdfp")# or get the latest version available on GitHub using the devtools package# install.packages("devtools")devtools::install_github("StevenMMortimer/rdfp")
If you encounter a clear bug, please file a minimal reproducible example on GitHub.
The README below outlines the package functionality, but review the vignettes for more detailed examples on usage.
All functions start with
dfp_ so that you can easily identify DFP-specific operations and use tab completion in RStudio. Most rdfp functions will return a
list parsed from the XML returned in the SOAP response.
Google releases 4 versions of the DFP API each year and deprecates versions older than one year, so there is a lot that's regularly changing in this package. rdfp is periodically compiled against a recent version of the API. If you would like to use an older or newer API version that what is the package default, then just specify it as an option.
library(rdfp)# see the package default versiongetOption("rdfp.version")#>  "v201811"
# this will force all calls to be against the version "v201808"options(rdfp.version = "v201808")
To authenticate you will first need to specify the
network_code of the DFP instance you would like to connect to. This is the only required option that the user must specify when using the rdfp package. After setting the
network_code all you need to do is run
dfp_auth(). If you already have a cached
.httr-oauth-rdfp file in the current working directory, then the token will be loaded and refreshed if necessary. Otherwise, your browswer will pop open and you will interactively authenticate.
The package has other options like a client_id and client_secret where you can connect using your own Google Client instead of the package default. Using your own client requires you to first set one up in the Google Developers Console.
options(rdfp.network_code = "12345678")options(rdfp.application_name = "MyApp")options(rdfp.client_id = "012345678901-99thisisatest99.apps.googleusercontent.com")options(rdfp.client_secret = "Th1s1sMyC1ientS3cr3t")# dfp_auth will use the options above and cache an OAuth token in the working directory# the token will be refreshed when necessarydfp_auth()
# Check current user or networkuser_info <- dfp_getCurrentUser()user_info[,c('id', 'isActive')]#> # A tibble: 1 x 2#> id isActive#> <dbl> <lgl>#> 1 185549536 TRUEnetwork_info <- dfp_getCurrentNetwork()network_info[,c('id', 'networkCode')]#> # A tibble: 1 x 2#> id networkCode#> <dbl> <dbl>#> 1 109096 1019096
dfp_getLineItemsByStatement() function from the LineItemService allows you to retrieve Line Items by Publishers Query Language (PQL) statement. The statement is constructed as a list of lists that are nested to emulate the hierarchy of the XML that needs to be created in the request.
# Retrieve up to 3 Line Items that have a status of "DELIVERING"request_data <- list('filterStatement'=list('query'="WHERE status='DELIVERING' LIMIT 3"))resultset <- dfp_getLineItemsByStatement(request_data, as_df=TRUE)resultset[,c('orderId', 'id', 'priority', 'deliveryRateType')]#> # A tibble: 3 x 4#> orderId id priority deliveryRateType#> <dbl> <dbl> <dbl> <chr>#> 1 2231707164 4557799162 12 EVENLY#> 2 2231707164 4557800341 12 EVENLY#> 3 2231707164 4557803758 12 EVENLY
Below is an example of how to make a simple report request.
# In order to run a report you must specify how the report should be structured# by specifying a reportQuery inside a reportJob. All of the dimensions, columns,# date range options, etc. are documented at:#request_data <- list(reportJob=list(reportQuery=list(dimensions='MONTH_AND_YEAR',dimensions='AD_UNIT_ID',adUnitView='FLAT',columns = 'AD_SERVER_IMPRESSIONS',columns = 'AD_SERVER_CLICKS',dateRangeType='LAST_WEEK')))# a convenience function has been provided to you to manage the report process workflow# if you would like more control, see the example below which moves through each step in the processreport_data <- dfp_full_report_wrapper(request_data)report_data[,c('Dimension.MONTH_AND_YEAR', 'Dimension.AD_UNIT_ID', 'Column.AD_SERVER_CLICKS')]#> # A tibble: 9 x 3#> Dimension.MONTH_AND_YEAR Dimension.AD_UNIT_ID Column.AD_SERVER_CLICKS#> <chr> <dbl> <dbl>#> 1 2018-12 21677451947 864#> 2 2018-12 21677451950 210#> 3 2018-12 21677553898 5049#> 4 2018-12 21677553901 174#> 5 2018-12 21677553904 3474#> 6 2018-12 21677451953 1687#> 7 2018-12 21677553910 65#> 8 2018-12 21677553913 2589#> 9 2018-12 21677554012 75
This application uses other open source software components. The authentication components are mostly verbatim copies of the routines established in the googlesheets package (https://github.com/jennybc/googlesheets). We acknowledge and are grateful to these developers for their contributions to open source.
Google provides support for client libraries here, but unfortunately, R is not a supported language. Google's client libraries directly reference the production WSDLs to interact with the API, but this package makes SOAP requests best formatted to match the WSDL standards. This articulation is not perfect and continued progress will be made to bring functionality up to par with the client libraries.
Most all operations supported by the DFP API are available via this package. It is strongly recommended that you use the DFP API Reference when using this package. Details on formatting, attributes, and methods are all better explained by Google's documentation.
More information is also available on the
pkgdown site at https://StevenMMortimer.github.io/rdfp/.
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.
Note: DoubleClick for Publishers was recently renamed to Google Ad Manager. For
this version we will continue to use the "dfp" abbreviation although everything else
has been updated to
v201811 from the Google Ad Manager API reference.
Also, please note that the API has changed the name of
We have modified functions to follow suit. You may need to update this argument in existing
scripts, especially when dealing with forecasts, reports, orders, and lineitems.
".httr-oauth-rdfp"so that it does not clash with other package token names
dfp_date_to_list()now infers the timezone if not provided. Previously it always defaulted to a value of
dfp_full_report_wrapper()from 10 to 20 tries so that long running queries do not "timeout" by reaching the max number of tries without completing
dfp_report_url_to_dataframe()now returns a
tbl_dfobject for better printing and casted data types
dfp_select()so that it automatically uses
dfp_select_parse()to format the result into a
dfp_date_as_list()that will convert a date or datetime representation in R to the required list format for submission to DFP
dfp_auth()so that users can create token that can be used with other R packages to connect to other Google services
parse_soap_response(). Warning: This will cause some breaking changes because how certain results are returned may be different.