From 9e34caabb06b3f24de71415bffb9343b3825fbd9 Mon Sep 17 00:00:00 2001 From: deanmarchiori Date: Wed, 17 Apr 2024 09:03:29 +1000 Subject: [PATCH 1/4] Increment version number to 0.1.1.9000 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index ef7d4ef..7626bee 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: ohcleandat Type: Package Title: One Health Data Cleaning and Quality Checking Package -Version: 0.1.1 +Version: 0.1.1.9000 Authors@R: c( person("Collin", "Schwantes", email = "schwantes@ecohealthalliance.org", role = c("cre", "aut"), comment = c(ORCID = "0000-0003-4014-4896")), person("Johana", "Teigen", email = "teigen@ecohealthalliance.org", role = "aut", comment = c(ORCID = "0000-0002-6209-2321")), From 0b35b85df462d48972bc2a206c59fdb12c33c395 Mon Sep 17 00:00:00 2001 From: deanmarchiori Date: Wed, 17 Apr 2024 14:41:01 +1000 Subject: [PATCH 2/4] writing package documentation --- README.Rmd | 8 + README.md | 9 + vignettes/idcheck.Rmd | 54 ++++++ vignettes/img/erd.png | Bin 0 -> 20236 bytes vignettes/img/html.png | Bin 0 -> 85263 bytes vignettes/img/pipeline.png | Bin 0 -> 42642 bytes vignettes/img/targets.png | Bin 0 -> 133946 bytes vignettes/integration.Rmd | 62 +++++++ vignettes/mechanics.Rmd | 354 +++++++++++++++++++++++++++++++++++++ vignettes/outputs.Rmd | 71 ++++++++ vignettes/test.Rmd | 19 -- 11 files changed, 558 insertions(+), 19 deletions(-) create mode 100644 vignettes/idcheck.Rmd create mode 100644 vignettes/img/erd.png create mode 100644 vignettes/img/html.png create mode 100644 vignettes/img/pipeline.png create mode 100644 vignettes/img/targets.png create mode 100644 vignettes/integration.Rmd create mode 100644 vignettes/mechanics.Rmd create mode 100644 vignettes/outputs.Rmd delete mode 100644 vignettes/test.Rmd diff --git a/README.Rmd b/README.Rmd index cb1ee10..ac9f221 100644 --- a/README.Rmd +++ b/README.Rmd @@ -29,3 +29,11 @@ You can install the development version of ohcleandat from [GitHub](https://gith # install.packages("devtools") devtools::install_github("ecohealthalliance/ohcleandat") ``` + +## Getting Started + +For help guides, check out the package vignettes. + + +## Getting Help +If you encounter a clear bug, please file a minimal reproducible example on [github](https://github.com/ecohealthalliance/ohcleandat/issues). diff --git a/README.md b/README.md index 7aac19c..f555fac 100644 --- a/README.md +++ b/README.md @@ -20,3 +20,12 @@ You can install the development version of ohcleandat from # install.packages("devtools") devtools::install_github("ecohealthalliance/ohcleandat") ``` + +## Getting Started + +For help guides, check out the package vignettes. + +## Getting Help + +If you encounter a clear bug, please file a minimal reproducible example +on [github](https://github.com/ecohealthalliance/ohcleandat/issues). diff --git a/vignettes/idcheck.Rmd b/vignettes/idcheck.Rmd new file mode 100644 index 0000000..fccb60e --- /dev/null +++ b/vignettes/idcheck.Rmd @@ -0,0 +1,54 @@ +--- +title: "ID Correction and Autobot" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{ID Correction and Autobot} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +```{r setup} +library(ohcleandat) +``` + +The data cleaning and validation pipeline provides a way to specify rules that can then be applied to data in order to produce a validation log for manual corrections. However, in some cases particularly with the use of ID columns there are certain automatic corrections that can be made due to formatting errors. + +For instance missing prefixes, incorrect case, or non-standard formatting of columns where there should be a predictable and fixed format. In this case, we wish to provide an automated cleaning step that makes these corrections to the data, but also produces a validation log for our records. This is done in two steps. + +The first is applying the automatic corrections through the use of an `id_check()` function (or family of checking functions). These operate on the semi-clean data set to produce a new proposed column with the automated corrections. These functions are designed and implemented by users based on their requirements. + +Once these corrections are made, both the original ID column and the new corrected ID column are provided to an `autobot()` function in the pipeline. The `autobot()` function compares these records and keeps only those where the original in the new column are different - indicating that some form of automatic correction has been made. + +A validation log is generated in the exact same format as other validation logs, however a key change here is that this validation log does not require the manual overview of a reviewer. The proposed changes are automatically accepted by the autobot. The reason for producing the log is to persist changes and have a record of how IDs have changed due to automatic corrections. + +## Example + +Below is an example of a (fake) farm_id identifier. We can see the ID checker functions have corrected an 'O' to '0' in record 2. Case correction has taken place, and records that do not conform the the required pattern post corrections, are set to NA for manual review. + +``` +# A tibble: 6 × 2 + farm_id farm_id_new + +1 123ABC0007 NA +2 1O3ABC010 103ABC010 +3 143abc010 143ABC010 +4 13DEFH005 NA +5 243DLF803 243DLF803 +6 243DPF911 243DPF911 +``` + +``` +> ohcleandat::autobot(data = test, old_col = "farm_id", new_col = "farm_id_new", key = "farm_id") +# A tibble: 2 × 8 + entry field issue old_value is_valid new_val user_initials comments + +1 1O3ABC010 farm_id Automated field format check failed 1O3ABC010 FALSE 103ABC0… autobot "" +2 143abc010 farm_id Automated field format check failed 143abc010 FALSE 143ABC0… autobot "" +``` diff --git a/vignettes/img/erd.png b/vignettes/img/erd.png new file mode 100644 index 0000000000000000000000000000000000000000..d24d4eeb19e0e1e6e5a288954d4a4e263f2bc135 GIT binary patch literal 20236 zcmeHv2|U#6zrU?=vP268WgTRnv6J1{Np@vv%nT;OFf+C+g_32;TC$}?wg@GW&^8T; 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zaWn|Nf{$2YO>8*LmU7=DWI4;FE;@Jn1e?cD2XT|GGh7Jbl=px@8esDxyOIrnn}4~p zzDAZt_fm~8xg%F_KYvi^Lj>eVa!ItfpHhp28#{oL<1HzGmQFXq~q*JiT{W#pF z#nSf$5IPP!^m`aBNkU9UH4;1jmu@pRv59J!cuyYvVl>|m+>+DZUr5tZaso|U%_Q$X a+5Q$jS#I3>@@-`&jgLterS)7axbp|4US + %\VignetteIndexEntry{Integrating Different Datasets} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +```{r setup} +library(ohcleandat) +``` + +## Integrating Data Sets + +Once an individual data set has passed through the cleaning and validation process, it may need to be combined (or joined) with other data sets. This process is handled by the {targets} pipeline during the *integration* steps. There are two phases, the first is performing checks the second is the join operation. + +The checks perform tests to ensure that the records in both data sets are compatible and match the expectations of the relationship between the two data sets. Secondly, the integration of the data sets is performed by using an SQL join operation. This is typically either a right-join, a left-join, an inner-join or a full-join. + +The type of join operation selected depends on the relationship between the data sets. The critical information here are the primary-key (unique identifier) of the base table and the foreign-key of the table to be joined which is the attribute that should match the primary-key. In addition, the cardinality of the relationship is important to understand the expected result when joining the data. Below is an example of an entity relationship diagram that shows the relationship between two example data sets. Crow's feet notation is used to illustrate that there is an optional 1:Many relationship with the left table and the right table. There is also a mandatory 1:1 relationship with the right table and the left table. + +![](img/erd.png) + +Also below is the relevant target that performs the joining operation and integrates these data sets together. + +```{r eval=FALSE} + tar_target(integrated_mosq_field, + left_join( + x = fs_mosquito_field_semiclean, + y = longitudinal_identification_semiclean, + by = c("Batch_ID" = "batch_id") + ) + ) +``` + +It is critical that data validation steps are correctly performed to ensure the integration of multiple data sets is successful. In the case where there are missing, malformed or duplicate primary key, the expectations around the relationship type will not hold up. + +## Types of Data + +Throughout the data cleaning pipeline, we take in raw data and convert it to some form of clean data. There are several intermediate steps in this process. A standard terminology has been adopted to describe the steps in this process. + +- **raw data**: is data that is read in directly from the source systems. +- **combined data**: If the raw data is situated in multiple files or data frames, a compatible and united data set of these data are termed 'combined.' +- **semi-clean**: Data are semi-clean once they have been corrected using the values provided in the validation log. +- **integrated**: Data are integrated when they are joined to other data sets. +- **clean**: Data are termed clean when they are integrated, and records that are still pending validation in the logs are removed, thereby leaving only a clean subset of validated data. + +## Tips for data management + +Over the course of a long data collection exercise, standards and formats can diverge. This makes the data cleaning steps difficult and will slow down the ability to integrate data as above. Some general strategies can help to mitigate these risks: + +- Design and enforce a Primary Key or Unique Identifier for each data set that will be meaningful and immutable. +- Think about storing data in a 'tidy' format where possible. See here: \ +- Store raw data in a machine readable format (i.e. CSV) +- Set some metadata standards at the start of the project around columns and data types. It is understandable that these might change over time, but having these standards will help plan how to best accommodate changes without breaking existing work. diff --git a/vignettes/mechanics.Rmd b/vignettes/mechanics.Rmd new file mode 100644 index 0000000..e28bfff --- /dev/null +++ b/vignettes/mechanics.Rmd @@ -0,0 +1,354 @@ +--- +title: "Mechanics: Data Cleaning and Validation Pipeline" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{Mechanics: Data Cleaning and Validation Pipeline} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +```{r setup} +library(ohcleandat) +``` + +This is a basic overview of the data cleaning and validation pipeline supported by {ohcleandat} functions. The pipeline is a data analytics workflow implemented in R, using the {targets} package. + +In a simple case, this has four steps: + +1. Reading in the data. +2. Setting up rules to validate the data. +3. The creation and use of a validation log. +4. Integrating the corrections of that log to clean the data. + +## Data Cleaning and Validation Pipeline + +### Reading raw data +The raw data for this pipeline can be from a variety of sources. The first step is to read in this data, standardize it using some pre-processing steps and if required, combine it into one unified data set for review. + +### Validation Rules +Data validation rules are formally defined using the {validate} R package. These rules might involve ensuring the data is within a certain range, ensuring values are from a given input list or checking to see if values are unique or missing. + +### Validation Log +Once these rules have been defined, they are 'confronted' with the data. Those records that do not pass the validation checks are exported in a validation log. A validation log is a CSV output that can be sent to subject-matter experts for manual review. During the review process, the reviewer will indicate if an entry is valid or not, and if not, they will provide a 'new value' to be corrected as well as any optional comments. + +### Integrating corrections + +The final step involves correcting the data and converting it into a 'semi-clean' data set. This involves reading in the validation log, scanning for any changes that are indicated, and then correcting the existing values with the newly supplied values. + +A conceptual overview of this process is outlined below. + +![](img/pipeline.png) + +## Targets Implementation + +### Pipeline + +```{r, eval=FALSE} +fs_mosquito_field_targets <- tar_plan( + # FS mosquito field data googlesheets ids + targets::tar_target( + fs_mosquito_field_sheets, + c( + fs_mosquito_21_24 = "1I45IcVtYi7hOc-qum7d", + fs_mosquito_19_20 = "17hYyE_Rs4Z9IU-vpKTj", + fs_mosquito_20_21 = "1qn_N0WVTKpwv0iKzOEm", + fs_mosquito_16_17 = "1XAItM-YST8ZdUCU1gPH", + fs_mosquito_17_18 = "1GUYgEX-VA0NH2_Yko-M", + fs_mosquito_18_19 = "1HJv9-DOQ3sOgy3wVHoz" + ) + ), + + # FS mosquito field data 2021-2024 + targets::tar_target( + fs_mosquito_field_raw, + ohcleandat::read_googlesheets( + key_path = here::here("./key.json"), + ss = fs_mosquito_field_sheets, + sheet = "all" + ), + pattern = map(fs_mosquito_field_sheets), + iteration = "list", + cue = tar_cue("never") + ), + + # setting intuitive names for the dynamic branches of each year + tar_target( + fs_mosquito_field_raw_n, + set_names(fs_mosquito_field_raw, names(fs_mosquito_field_sheets)) + ), + + # clean data + targets::tar_target( + fs_mosquito_21_24, + map_dfr( + fs_mosquito_field_raw_n$fs_mosquito_21_24[1:5], + clean_fs_mosquito_21_24 + ) + ), + + targets::tar_target( + fs_mosquito_19_20, + map_dfr( + fs_mosquito_field_raw_n$fs_mosquito_19_20[1:5], + clean_fs_mosquito_19_20 + ) + ), + + targets::tar_target( + fs_mosquito_20_21, + map_dfr( + fs_mosquito_field_raw_n$fs_mosquito_20_21[-5], + clean_fs_mosquito_20_21 + ) + ), + + targets::tar_target( + fs_mosquito_16_17, + map_dfr( + fs_mosquito_field_raw_n$fs_mosquito_16_17[-c(3, 24, 25)], + clean_fs_mosquito_16_17 + ) + ), + + targets::tar_target( + fs_mosquito_17_18, + map_dfr( + fs_mosquito_field_raw_n$fs_mosquito_17_18, + clean_fs_mosquito_17_18 + ) + ), + + targets::tar_target( + fs_mosquito_18_19, + map_dfr( + fs_mosquito_field_raw_n$fs_mosquito_18_19[1:23], + clean_fs_mosquito_18_19 + ) + ), + + # combine all years + targets::tar_target( + fs_mosquito_data_comb, + bind_rows( + fs_mosquito_21_24 = fs_mosquito_21_24, + fs_mosquito_19_20 = fs_mosquito_19_20, + fs_mosquito_20_21 = fs_mosquito_20_21, + fs_mosquito_16_17 = fs_mosquito_16_17, + fs_mosquito_17_18 = fs_mosquito_17_18, + fs_mosquito_18_19 = fs_mosquito_18_19, + .id = "dataset" + ) + ), + + # post processing + targets::tar_target( + fs_mosquito_data, + combine_fs_mosquito_field(fs_mosquito_data_comb) + ), + + # read in existing validation log if exists + targets::tar_target( + fs_mosquito_field_existing_log, + ohcleandat::get_dropbox_val_logs( + file_name = "log_fs_mosquito_field.csv", + path_name = "dropbox/validation_logs", + folder = NULL + ), + cue = targets::tar_cue("always") + ), + + # clean the data using the existing validation log + targets::tar_target( + fs_mosquito_field_semiclean, + ohcleandat::correct_data( + validation_log = fs_mosquito_field_existing_log, + data = fs_mosquito_data, + primary_key = "key" + ) + ), + + # # validation cleaning checks + targets::tar_target( + fs_mosquito_field_cleaning_checks, + ohcleandat::validation_checks( + validation_log = fs_mosquito_field_existing_log, + before_data = fs_mosquito_data, + after_data = fs_mosquito_field_semiclean + ) + ), + + # upload semiclean data + targets::tar_target( + upload_fs_mosquito_field_semiclean, + ohcleandat::dropbox_upload( + fs_mosquito_field_semiclean, + file_path = here::here("outputs/semiclean_fs_mosquito_field.csv"), + dropbox_path = "dropbox/semi_clean_data" + ), + cue = targets::tar_cue("always") + ), + + # Initializing rules which are defined as a function + targets::tar_target(rules_fs_mosquito_field, create_rules_fs_mosquito_field()), + + # mapping through rules to create a validation log + targets::tar_target( + log_fs_mosquito_field, + map_df( + rules_fs_mosquito_field[-c(13, 14)], + ~ ohcleandat::create_validation_log( + data = fs_mosquito_field_semiclean, + rule_set = .x, + pkey = "key" + ) + ) + ), + + # Combine new validation violations with existing log + targets::tar_target( + log_fs_mosquito_field_combined, + ohcleandat::combine_logs(existing_log = fs_mosquito_field_existing_log, new_log = log_fs_mosquito_field) + ), + + # uploading to dropbox + targets::tar_target( + upload_log_fs_mosquito_field_dropbox, + ohcleandat::dropbox_upload( + log = log_fs_mosquito_field_combined, + file_path = here::here("outputs/log_fs_mosquito_field.csv"), + dropbox_path = "dropbpx/validation_logs" + ), + cue = targets::tar_cue("always") + ), + + # Rendering a HTML report for archival and emailing + tarchetypes::tar_render( + report_fs_mosquito_field, + path = here::here("reports/RVF2_FS_Mosquito_Field.Rmd"), + output_dir = "outputs", + knit_root_dir = here::here() + ), + + # target to identify report path + targets::tar_target( + html_files_fs_mosquito_field, + containerTemplateUtils::get_file_paths(report_fs_mosquito_field, pattern = "\\.html$") + ), + + # Upload and archive report to AWS S3 + targets::tar_target( + deploy_automations_report_fs_mosquito_field, + containerTemplateUtils::aws_s3_upload( + path = html_files_fs_mosquito_field, + prefix = sprintf("%s%s/", git_prefix, Sys.Date()), + bucket = Sys.getenv("AWS_BUCKET"), + error = TRUE, + file_type = "html" + ), + cue = targets::tar_cue("always") + ), + + # Create a custom URL for hyperlink + targets::tar_target( + url_fs_mosquito_field, + ohcleandat::make_report_urls(deploy_automations_report_fs_mosquito_field) + ), + + # Blast out email + targets::tar_target( + name = email_updates_fs_mosquito_field, + command = + containerTemplateUtils::send_email_update_tar( + to = strsplit(Sys.getenv("EMAIL_RECIPIENTS_TEST"), ";")[[1]], + from = Sys.getenv("EMAIL_SENDER"), + project_name = "RVF1 & RVF2 FS Mosquito Field data", + attach = TRUE, + attachment_paths = html_files_fs_mosquito_field, + use_hyperlinks = TRUE, + hyperlinks_text = "Archived Report", + hyperlinks_url = url_fs_mosquito_field, + test = TRUE + ), + cue = targets::tar_cue("always") + ) +) + +``` + +### DAG +A directed acyclic graph of a {targets} pipeline is shown below for a real example. + +![](img/targets.png) + +## Complex Cases + +In some cases, such as with questionnaire data, multiple different logs are created +and combined together - increasing the complexity. + +Below is an example of combining multiple log types together: + +```{r, eval=FALSE} +# mapping through rules to create a validation log +targets::tar_target( + log_animal_owner, + map_df( + rules_animal_owner, + ~ ohcleandat::create_questionnaire_log( + data = animal_owner_semiclean, + form_schema = animal_owner_schema, + rule_set = .x, + url = "https://odk.xyz.io/#/projects/5/forms/survey/submissions", + pkey = "id" + ) + ) +), + +# create validation log records for free text requiring translation +targets::tar_target( + animal_owner_translation_log, + ohcleandat::create_translation_log( + response_data = animal_owner_semiclean, + form_schema = animal_owner_schema, + url = "https://odk.xyz.io/#/projects/5/forms/survey/submissions", + ) +), + +# create validation log records for free text 'other' responses that may contain valid multi-options +targets::tar_target( + animal_owner_text_log, + ohcleandat::create_freetext_log( + response_data = animal_owner_semiclean, + form_schema = animal_owner_schema, + url = "https://odk.xyz.io/#/projects/5/forms/survey/submissions", + , + questionnaire = "animal_owner" + ) + +), + +# unite current-run logs +targets::tar_target( + logs_all_animal_owner, + bind_rows( + log_animal_owner, + animal_owner_translation_log, + animal_owner_text_log + ) +), + +# Combine new validation violations with existing log +targets::tar_target( + log_animal_owner_combined, + ohcleandat::combine_logs(existing_log = animal_owner_existing_log, new_log = logs_all_animal_owner) +) +``` + +## More info +For more info on using {targets} see here: https://ecohealthalliance.github.io/eha-ma-handbook/3-projects.html#targets diff --git a/vignettes/outputs.Rmd b/vignettes/outputs.Rmd new file mode 100644 index 0000000..1f40c8e --- /dev/null +++ b/vignettes/outputs.Rmd @@ -0,0 +1,71 @@ +--- +title: "Understanding The Pipeline Outputs" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{Understanding The Pipeline Outputs} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +```{r setup} +library(ohcleandat) +``` + +The outputs of the data cleaning and validation pipeline are principally two objects. + +1. a HTML report that describes the quality checks that have been performed and highlights records that did not pass the validation checks. This provides an alert to users and is automatically emailed to a predefined email list. + +2. A validation log. The validation log is a CSV output that is uploaded to a Dropbox location. This validation log provides a list of records with a field identifier and value that did not pass the validation checks. This is to be provided to subject matter experts to populate new values and confirm the updates to the data. The data cleaning and validation pipeline will scan for and apply changes that are indicated in the validation logs and correct the raw data. + +## HTML Report + +A sample HTML report is shows below. These are archived in AWS S3 and a secure link is produced. These details are emailed to a user on a pre-defined list of recipients. + +![](img/html.png) + +## Validation Logs + +The following is a list of fields in the validation logs and their meaning: + +**rowid**: Provides the correct order of entries in the validation log. This is important as users may choose to filter and change the order of the log in order to understand and appropriately correct records in the log. However, since changes need to be processed in sequential order, the rowid is used so that the correction functions in the data pipeline can appropriately process and correct changes to the data in the right order. + +**log_response_id**: In some cases, a unique identifier for a record is a long and complicated ID string, which is not easily parsed by a human. To provide an easier way to filter and understand how different entries in the log relate to the same record, a simpler log_response_id provides just the group ID of a particular unique record for an identifier to understand how records relate to each other. + +**entry**: This is the unique identifier for a particular record in the data. Otherwise known as the primary key. This is the key identifier that is used to locate the record in the data and apply corrections. + +**field**: This is the column name in the data set relating to the record that is being described in the validation log. + +**question**: The question column exists for survey data only and provides the survey question text. + +**issue**: A human readable description of which validation rule has been broken and what needs to be corrected. + +**old_value**: Indicates the current value in the data that did not pass the validation rule. + +**is_valid**: A very important column in the validation log. This can take two values. TRUE or FALSE (also acceptable are T and F). When a particular record in the validation log needs to be corrected a user must mark this with FALSE, indicating the current value in the data set is not valid and that it requires correction. If a user is reviewing the validation log and despite the fact that there has been an entry in the log, the old value in the data is in fact correct, the user can place a TRUE in this field to indicate that the record is valid and does not require correction. + +**new_val**: A column for human input to indicate the corrected value. + +**overwrite_old_value**: For survey or questionnaire data only, this column has two options, TRUE or FALSE. This will indicate whether the new value should completely overwrite the old value that is currently in the data. If this is set to FALSE, the new value will be appended to the end of the old_value string. + +**user_initials**: This enables the reviewer to provide their initials so we understand which reviewer has made the corrections in the log. + +**odk_url**: For survey data this field is present to provide the reviewer with a way to go back and view the original ODK submission in order to gain further context around the particular question and its value. + +**comments**: Can contain system generated or user provided comments to assist with understanding why changes were made. + +It's important that the formatting and file format of the validation log is not changed. As this data set needs to be machine readable and is used directly to apply changes to the data. + +### Special Cases + +There are some special cases where the validation log can be used to do more than just simply correcting existing values that are raised. + +The first example of this is **creating a new value** in the data set. If a new value is to be created the user must go to the end of the validation log and create a new entry. A new `rowid` should be provided and the appropriate entry ID should be populated. The fields `new_value` and `is_valid` columns also need to be created. + +In the case where **a record is to be deleted**, a user can provide a keyword in the `new_val` column. Currently, this keyword is 'Delete'. This is set to be detected in the pipeline and rather than changing the value to the word 'Delete' the correction function will interpret this as an instruction to delete this particular record from the data. If this keyword needs to be changed, there is the ability to pass this argument to the correction function, in the targets pipeline. diff --git a/vignettes/test.Rmd b/vignettes/test.Rmd deleted file mode 100644 index 9bd1189..0000000 --- a/vignettes/test.Rmd +++ /dev/null @@ -1,19 +0,0 @@ ---- -title: "test" -output: rmarkdown::html_vignette -vignette: > - %\VignetteIndexEntry{test} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} ---- - -```{r, include = FALSE} -knitr::opts_chunk$set( - collapse = TRUE, - comment = "#>" -) -``` - -```{r setup} -library(ohcleandat) -``` From 197d0c5c068fb10c37af7b1c437e66b45f635747 Mon Sep 17 00:00:00 2001 From: deanmarchiori Date: Wed, 17 Apr 2024 14:41:17 +1000 Subject: [PATCH 3/4] configuring packagedown site --- .Rbuildignore | 3 +++ .github/workflows/pkgdown.yaml | 48 ++++++++++++++++++++++++++++++++++ .gitignore | 1 + DESCRIPTION | 1 + _pkgdown.yml | 4 +++ 5 files changed, 57 insertions(+) create mode 100644 .github/workflows/pkgdown.yaml create mode 100644 _pkgdown.yml diff --git a/.Rbuildignore b/.Rbuildignore index d30899e..4cb98ff 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -3,3 +3,6 @@ ^README\.Rmd$ ^LICENSE\.md$ ^\.github$ +^_pkgdown\.yml$ +^docs$ +^pkgdown$ diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml new file mode 100644 index 0000000..a7276e8 --- /dev/null +++ b/.github/workflows/pkgdown.yaml @@ -0,0 +1,48 @@ +# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples +# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help +on: + push: + branches: [main, master] + pull_request: + branches: [main, master] + release: + types: [published] + workflow_dispatch: + +name: pkgdown + +jobs: + pkgdown: + runs-on: ubuntu-latest + # Only restrict concurrency for non-PR jobs + concurrency: + group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }} + env: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + permissions: + contents: write + steps: + - uses: actions/checkout@v4 + + - uses: r-lib/actions/setup-pandoc@v2 + + - uses: r-lib/actions/setup-r@v2 + with: + use-public-rspm: true + + - uses: r-lib/actions/setup-r-dependencies@v2 + with: + extra-packages: any::pkgdown, local::. + needs: website + + - name: Build site + run: pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE) + shell: Rscript {0} + + - name: Deploy to GitHub pages 🚀 + if: github.event_name != 'pull_request' + uses: JamesIves/github-pages-deploy-action@v4.5.0 + with: + clean: false + branch: gh-pages + folder: docs diff --git a/.gitignore b/.gitignore index c833a2c..138866d 100644 --- a/.gitignore +++ b/.gitignore @@ -3,3 +3,4 @@ .RData .Ruserdata inst/doc +docs diff --git a/DESCRIPTION b/DESCRIPTION index 7626bee..92e408b 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -42,3 +42,4 @@ Remotes: ecohealthalliance/containerTemplateUtils, fcampelo/rdrop2, ropensci/ruODK +URL: https://ecohealthalliance.github.io/ohcleandat/ diff --git a/_pkgdown.yml b/_pkgdown.yml new file mode 100644 index 0000000..752d7fe --- /dev/null +++ b/_pkgdown.yml @@ -0,0 +1,4 @@ +url: https://ecohealthalliance.github.io/ohcleandat/ +template: + bootstrap: 5 + From 9768e806ef0def1e720c6df515770dcf3d50acfe Mon Sep 17 00:00:00 2001 From: deanmarchiori Date: Wed, 17 Apr 2024 14:46:07 +1000 Subject: [PATCH 4/4] Increment version number to 0.2.0 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 92e408b..3dc8eb6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: ohcleandat Type: Package Title: One Health Data Cleaning and Quality Checking Package -Version: 0.1.1.9000 +Version: 0.2.0 Authors@R: c( person("Collin", "Schwantes", email = "schwantes@ecohealthalliance.org", role = c("cre", "aut"), comment = c(ORCID = "0000-0003-4014-4896")), person("Johana", "Teigen", email = "teigen@ecohealthalliance.org", role = "aut", comment = c(ORCID = "0000-0002-6209-2321")),