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# iNZightTools 2.0.2 - Fix bugs in import due to changes in underlying packages - Clean up temporary file when importing from URL (#217) # iNZightTools 2.0.1 - Fix issue where NULL values passed to `interpolate()` triggering an error # iNZightTools 2.0.0 ## Breaking changes - major code rework for all data-wrangling and variable manipulation functions with tidyverse libraries and development conventions - renamed most data-wrangling and variable manipulation functions such that their functionality are more name-intuitive (see below) ## Minor changes - Default code of generated data from all data-wrangling and variable manipulation functions now uses native R pipe `|>`. An option is added to use the `magrittr` pipe `%>%` instead. - The `code()` accessor function now returns a string with class `inzcode` that has a print method which formats the code nicely. ## New features - The following functions are reworked and added new features: - renamed `aggregatedt()` to `aggregate_dt()` and `aggregate_dt()` is now a wrapper of `aggregate_data()` with date component extraction and aggregation functionality built in, and added an option to allow aggregation with additional variables - combined `unite()` and `combineCatVars()` into `combine_vars()` and added options to remove empty factor combinations and turn missing values into an explicit factor level - combined `reshape_data()` and `stackVars()` into `reshape_data()` and reworked the arguments - renamed `rankVars()` to `rank_vars()` and included more ranking methods (integer ranking by density and percentage ranking) - renamed `reorderLevels()` to `reorder_levels` and included more auto-reordering methods (by first appearance and numeric order) - added an option to specify time zone in `convert_to_datetime()` - renamed `joindata()` to `join_data()`, included right-join method, and reworked its arguments - pull `%||%` operator from 'iNZight' ## Other changes - The following functions have changed names and with renamed/reworked arguments (see code documentation for more details) - renamed `aggregateData()` to `aggregate_data()` - renamed `appendrows()` to `append_rows()` - renamed `collapseLevels()` to `collapse_cat()` - renamed `convertToCat()` to `convert_to_cat()` - renamed `createNewVar()` to `create_vars()` - renamed `deleteVars()` to `delete_vars()` - renamed `extract_part()` to `extract_dt_comp()` - renamed `filterLevels()` to `filter_cat()` - renamed `filterNumeric()` to `filter_num()` - renamed `filterRandom()` to `random_sample()` - renamed `filterRows()` to `remove_rows()` - renamed `missingToCat()` to `missing_to_cat()` - renamed `renameLevels()` to `rename_levels()` - renamed `renameVars()` to `rename_vars()` - renamed `selectVars()` to `select_vars()` - renamed `separate()` to `separate_var()` - renamed `sortVars()` to `sort_vars()` - renamed `standardizeVars()` to `standardize_vars()` - renamed `transformVar()` to `transform_vars()` - removed `countMissing()` # iNZightTools 1.13.4 - `read_text()` function handles all invalid characters (as `smart_read()` does) - `read_text()` applies string to factor conversion # iNZightTools 1.13.3 - `read_text()` function replaces spaces with underscores in column names # iNZightTools 1.13.2 - add global options to set/override default comment character (this will allow Lite to change the default without changing the package's default behaviour; default set as # at load time) # iNZightTools 1.13.0 ## New features **Data dictionaries** Users can now import a data dictionary and apply it to a dataset. This will apply text labels to numerically coded variables and set labels for variables with human-friendly names. **Linked data** New functions to load linked datasets from a `.inzlnk` file, where the file linkage is specified. Optionally users can include a data dictionary in this file, which will also be applied to the data. ## Other changes - relocate survey specification reading files to new package [`surveyspec`](github.com/tmelliott/surveyspec) - add survival analysis as an option for `fitModel` via `family = "cox"` - initial implementation of (basic) database connectivity - this is in early alpha stage - various bug fixes/changes - fix some issues occuring when column names have spaces (in the CSV) (#200) # iNZightTools 1.12.3 - allow 'readr' to use automatic delimiter guessing (csv files) instead of forcing `,` (#187) - fix Windows bug in `url_to_temp()` adding extra lines, causing importing files with more than one line of comments to fail delimiter-guessing - fix bug where extension guess failed if file extension was not lower case (e.g., `file.CSV`) - fix bug in converting times with missing seconds (e.g., '08:30') - `read_dictionary()` and `apply_dictionary()` functions to import a data dictionary from a rectangular data file and apply it to a dataset # iNZightTools 1.12.2 - add new function `print_code()` to extract, tidy, and print code attached to an object - allow more than one character as 'sep' argument to `combineCatVars()` # iNZightTools 1.12.1 - fix bug in `smart_read()` where parsing column types (numeric -> categorical) failed if `NA`s in column - fix test failing in new version of survey (2.4) # iNZightTools 1.12.0 - add new support for metadata formats: - multiple-response variables (using `@multi`) - numeric na codes (using `@numeric x na=99`) - allow spaces in new factor level names (`renameLevels()`) - add additional time formats for `extract_part()` - add `as_survey()` method for `inzsvyspec` objects (#178) - drops support for R 3.6 due to lack of RCurl binaries - prevent showing col types with `read_text()` - pass `lazy = FALSE` to `readr::read_delim()` to prevent lazy loading of data - handle missing 'reptype' argument in survey specification file (defaults to 'BRR', the `survey::svrepdesign()` default) # iNZightTools 1.11.4 - fix bug in `aggregateData()` if `summary_vars` is not specified and there are factor columns in the dataset not showing up in `vars` # iNZightTools 1.11.3 - fix `form_class_intervals` to work with survey designs (count not yet working) - remove accents/special chars from factor levels when parsing metadata (due to Windows encoding issues) # iNZightTools 1.11.2 - prevents tests from failing during CRAN checks when resources unavailable # iNZightTools 1.11.1 - update `survey_IQR` (and some tests) to work with 'survey' 4.1 (new `svyquantile` function) # iNZightTools 1.11 - use `srvyr` package to handle survey designs using `dplyr`-like syntax - `aggregateData()`, `filterNumeric()`, `filterLevels()`, `filterRows()`, ... - remove redundant code from `filterLevels()` to make it more concise (using `droplevels()`) - add method to convert survey design-like objects to iNZight's `inzsvyspec` format - suppress printing of dataset when joining data - fix bug where special characters in levels during `collapseLevels()` cause error - add new `form_class_intervals()` function - update `import_survey()` to handle URL as the data argument - fix bug in `reorderLevels(..., freq = TRUE)` (#165, @tmelliott) # iNZightTools 1.10 - refactor `aggregateData` function to improve flexibility - new `import_survey()` function for importing a survey design (and data) from a specification file (in TOML format) # iNZightTools 1.9.1 - fix bug in reading delim files where, if first 1000+ rows of a column were `NA`, the column was read as logical instead of character (this is a fixed behaviour of `readr`, so cannot be overridden) # iNZightTools 1.9.0 Minor version bump to align with release of iNZight 4.0. - add functions for reading survey design from a file (and applying to dataset) - add support for reading JSON files - add new `selectVars` function - add negative binomial as an option for `family` in `fitModel` - add `%notin%` operator to more easily/readably check `! x %in% y` - `fitModel` can now fit Cox PH models --- # iNZightTools 1.8.6 - ensure non-numeric values are returned as factors by `read_text()` # iNZightTools 1.8.5 - increase nmax for previews to 100 (from 10) - use forcats::fct_cross() with optional argument `keep_empty` # iNZightTools 1.8.4 - fix handling of special characters in column names (spaces replaces with underscores, all others replaced with a period (.)) - create make_names() function (previously from 'iNZight') to create unique new variable names for columns in a data.frame # iNZightTools 1.8.3 - new `add_suffix()` function to smartly add suffixes to object names and append counter if suffix is already present - edit package description to meet CRAN standards # iNZightTools 1.8.2 - fix issues from CRAN submission # iNZightTools 1.8.1 - new `read_text()` function to read from text string/clipboard - `smart_read()` now supports URLs by downloading to a temporary file, with the same name - Extract from datetime no longer includes space in `2010M01`, etc. so it works correctly with `iNZightTS` - Reshape (wide to long) returns a factor to work with the rest of iNZight # iNZightTools 1.8 **Release date**: 11 November 2019 - ensure column_types argument is respected - if no col types specified, pass `col_types = cols()` to suppress the col spec messages - new `load_rda()` function which loads all data frames in an rda file into a list - new `save_rda())` function allows saving of a data set to a file, optionally with a different name (i.e., the actual object name can be changed) - `smart_read()` now handles RDS files - add attribute to preview excel containing names of available sheets # iNZightTools 1.7.4 **Release date**: 2 September 2019 - fix bug where collapsing a "numeric" factor was giving an error - fix bug in reordering same factor twice # iNZightTools 1.7.3 **Release date**: 26 August 2019 - fixes bug where factor order specified by metadata wasn't being respected - fix bug preventing first row of metadata comments to be read if description was missing # iNZightTools 1.7.2 **Release date**: 15 July 2019 - various bug fixes # iNZightTools 1.7.1 **Release date**: 30 April 2019 - add appveyor ci - add code tidying functionality - import SAS files (.sas7bdat and .xpt) - validate datasets - join data using `*_join()` - join data by rows - reshape data from long to wide, and vice versa - convert characters to factors (this is how iNZight does things) - respect numerical order in factor conversions # iNZightTools 1.6.3 **Release date**: 15 November 2018 - [fix] prefix `survey::` namespace to function calls # iNZightTools 1.6.2 **Release date**: 10 September 2018 - fix a bug in reading csv files with spaces in the header # iNZightTools 1.6.1 **Release date**: 04 September 2018 - fix bug in reading metadata where non-meta comments would cancel read # iNZightTools 1.6 **Release date**: 14 August 2018 ## Breaking Changes - data import is now performed by the `smart_read()` function ## Minor Changes and Fixes - new function to generate R variable names (for code writing) - various bug fixes # Version 1.5 **Release date**: 23 January 2018 ## Tidyverse and Code Writing - data manipulation functions rewritten using tidyverse functions/workflow - functions written such that the code is generated and evaluated, allowing the code history to be obtained ## Patches ### Patch 1.5.1 - 21/02/2018 - fix tiny bug in encoding default that prevented non-UTF-8 files from reading ### Patch 1.5.2 - 22/02/2018 - fix a bug where timezone NA on macs prevented reading data ### Patch 1.5.3 - 12/03/2018 - fix a bug in csv reading on macos --- # Version 1.4 **Release date**: 25 August 2017 - Code history features: interpolate code - Re-document package; pass CRAN checks - start converting data modification functions to tidyverse ## Patches ### Version 1.4-1, 02/10/2017 - fixes to pass CRAN checks --- # Version 1.3 **Release date**: 23 March 2017 - **NEW** import data function, as well as support for metadata at the top of text files - Various bug fixes --- # Version 1.2 **Release date**: 5 September, 2016 - New device function uses the cairo device on Linux ## Patch 1.2.1 - 3 February, 2017 - Only use the Acinonyx package on Mac (crashes R on Linux) ## Patch 1.2.2 - 18 February, 2017 - Stop using `type = "nbcairo"` as macOS fallback in `newdevice()` --- # Version 1.1 - Directly access `svydesign` function. Temporary fix until package gets a more significant revamp. --- # Version 1.0 Initial release.
You are an autonomous senior full-stack engineer responsible for building and maintaining a complete SaaS product. You operate with minimal supervision, making independent decisions while consulting on major strategic changes.
<author>blefnk/rules</author>
trigger: model_decision
description: Authoritative guide for all software-writing agents in this repository