Spada 0.1.0.9000 (development version)
2025.08.13 - Release Candidate
This version will be the 0.1.0 Release Candidate (the focus now will be to release it on CRAN and create the documentation). Aside potencial minimal improvements, changes will be made in test files and eventual bug fixes.
Highlights: Improvements in convert function and tests for all modules and utils.R (internal functions)
2025.07.21
Highlights: Fixed bug to delete imported dataset and use of updated instead of renderUI and
Improvements
1 - No more df$df_active inside modules: eliminated the df$df_active object
2 - UpdateSelectInput in modules: use of update instead of renderUI in calculate_cols, convert_cols, filter_rows, order_cols, order_rows, rename_cols and select_cols modules.
3 - Tests: the tests were changed to not use df$df_active inside modules (calculate_cols, convert_cols, filter_rows, order_cols, order_rows, rename_cols and select_cols).
4 - Change data in active dataset: now all changes are made inside btn events using update_act_dt function (calculate_cols, convert_cols, filter_rows, order_cols, order_rows, rename_cols and select_cols).
5 - Import file modules: now insert new dataset inside btn event.
6 - utils.R: functions get_act_dt and update_act_dt with check of input data.
Bug Fixes
1 - Import dataset x Delete Dataset: fixed, now import_file_module insert new dataset inside btn event. (#51)
2025.07.16
Highlights: Active Dataset now only as name (internal use) and Inputs with datasets names now have the active in top of the list
Improvements
1 - spada_server.R: now the Active dataset is nly a name that search in the userData$dt$dt list. This gives improvement in speed for calculating metadata(only when needed), especially with big datasets. A 10 million row dataset takes about 5 seconds to calculate the metadada (metadata_module).(#50)
2 - Tests: new tests for Convert Cols, Data Highlights, Navbar DF Info and Sidebar modules. Changes tests to use the Active Dataset in userData$dt instead of userData$df$act.
3 - Modules: change to use the Active Dataset in userData$dt instead of userData$df$act.
4 - utils.R: new functions get_act_dt and update_act_dt
2025.07.11
Highlights: Sidebar now shows a preview of datasets and Data Overview module shows last rows
2025.07.09
Highlights: Metadata module now shows info for all datasets
Improvements
1 - spada_server.R: new reactives for metadata (df_info and gt_info)
2 - Data overview module: changed uiOutput/renderUI for updateSelectInput
3 - Metadata module: now module uses reactives from spada_server (df_info and gt_info) and changed uiOutput/renderUI for updateSelectInput
4 - gt_info.R: names of variables now as character and use as.data.table instead of setDT
5 - New test for metadata module
2025.07.07
Highlights: Insert metadata to output, better Rename/Calulate variables funcionalities, fix (#44)
Improvements
1 - New metadata module: now this it is possible to add metadata gt table to output.
2 - Rename Cols module: better messages and checkings
3 - spada server and ui: new metadata module
4 - spada.R: new function pct from gt package
5 - gt_info: new arg df_name
6 - Data Overview: now the button to insert to output is not conditionally generated (UI)
7 - Calculate module: now instead of nothing happen when there is no selection, a message is shown (same as in many other places).
Bug Fixes
1 - Edit > Filter Rows: crashes if nothing is selected: fixed, now checking if operator was informed and show a message otherwise (#44)
2025.06.24
Highlights: Fixed bugs #43, #44 e #45 and new button to save Linear Model (#42)
Improvements
1 - Minor visuals: changed some btn_task for actionButton, new class btn-task-cancel and changed the behaviour of buttons when clicked
3 - Lm module: new button to save model tabels (#42)
4 - utils.R: removed arg not used in linear_model_df_output function
Bug Fixes
1 - Linear model: error in Variables inputs: fixed, inserted if(lenght(yar) > 0) before generate xvar. (#43)
2 - Edit > Filter Rows: crashes if nothing is selected: fixed, inserted req(col_type_one_var()) (#44)
3 - Linear model: F statistic and F p-value are wrong: fixed function linear_model_df_metrics (#45)
2025.06.21
Highlights: New tests for several modules, Data Overview allows to choose which dataset to show and insert it to the Output and fixed bug #38.
Improvements
1 - Data Overview module: now is possible to choose which dataset to show and insert it to the Output
2 - Exploratory module: now the linear model has a gt table for results and metrics (as in Lm module) and button to insert it to the Output. In the boxplot, fixed bug #38.
3 - Insert Output module: now there is a warning when the input_element is a gt table with a data.frame (warns if the data.frame has more than 250 rows or cols). nInserted the warning because large gt_table in the Output causes performance degradation.
4 - Lm module: new functions to linear model output and metrics (as gt tables)
5 - utils.R: new functions to linear model output and metrics (as gt tables), as.factor now is an allowed function, busy_label in btn_task is ‘Running’ instead of ‘Processing’ and internal function test_dataset has two parameters (n_row and n_col)
6 - New tests for: calculate_cols, descriptive_stats, filter_rows, gt_info, insert_output and save_gt modules.
Bug Fixes
1 - Exploratory > Boxplot: warning when variable 2 is integer: now numeric variable is converted to factor in ggplot function (#38)
2025.06.18
Highlights: New tests for df metadata (spada_server) and about spada, export file and rename cols modules. Fixed error when importing Output (file not found).
Improvements
1 - New tests: df metadata (spada_server) and about spada, export file and rename cols modules
2 - check_dir function: new function to check the existance of a directorie just before save or import files
Bug Fixes
1 - Output > Import Output: error to import Output if file does not exist: fixed, now always check the file before import (#35)
2025.06.15
Highlights: Change behaviour when no datasets are inputed, new btn-task-cancel css class and bug fix in filter One variable Operator
Improvements
1 - No inputed datasets: now when Spada function is called with no datasets, iris and mtcars are loaded only when the previous session are not restored.
2 - btn-task-cancel: new class for cancel actionButtons.
Bug Fixes
1 - Edit > Filter Rows: operator is not being updated: fixed, updateSelectInput was using wrong id (#34)
2025.06.14
Highlights: Save/Restore data and settings between user session and bug fix in copy/rename datasets
Improvements
1 - Save/Restore data and settings: now it’s possible to save and restore the data (datasets), output and settings from current/previous session.
2 - Exiting Spada: on Exit there is the possibility to save session data. Also, some new modals for better user experience.
3 - Config module: now there are options for restoring and saving the previous/current session. Also, the conf directories are shown allowing the user to track the session data.
4 - Data Highlights and LM modules: new req functions for better dependencies management.
5 - Correlation, Exploratory, Normality Test and Z test modules: change in name of color objects (session$userData)
6 - Output module: new modals for better user experience and 2 new buttons to save and restore current/previous output.
7 - spada.R, spada_server.R, utils.R: new code to accommodate the Save/Restore session data events. Some new functions to check format of data to be restored.
8 - spada_themes.R: new vector with themes names and objects with default values for plot colors.
Bug Fixes
1 - Data > Copy dataset and rename dataset: error with active dataset: fixed, the sessiondt$dt onject was not updated befone renaming and in copy dataset the selection was always in the qactive dataset. (#32)
2025.06.10-1
Highlights: Mainly visual improvements in Gt tables and Output module now asks confirmation to reset
Improvements
1 - Output module: now reset button asks confirmation via modal and the buttons have icons
2 - Insert Output module: changed order of button for consistency with other modals and new icons in the buttons.
3 - Gt Tables: now Gt tables have a Title for better output (impact in several modules)
4 - Lm module: some small visual improvements and now module is considered completed for version 0.1.0 (will only receive visuals change and fixes if needed)
5 - Config module: now module is called config (before was page_config) and has accordions for better look
6 - Allowed Functions: inserted fcase, sum, min and max functions
2025.06.08-1
Highlights: Convert columns of raw type (from inputed data.frames) to character and better extensions test in Import file module
Bug Fixes
1 - Data.frame with raw column: error and malfunction in several places: now in the input the columns of raw type are converted to character (#28)
2025.05.30-1
Highlights: New tests for spada_server.R and order_cols and select_cols modules.
Improvements
1 - New tests for spada_server.R and order_cols and select_cols modules.
2 - In Data > Data: now after click a button the New Name textInput is cleared
Bug Fixes
1 - Error in Data > Data: rename and copy datasets: fixed, error introduced in 2025.05.28-1 release (#31)
2025.05.26-1
Highlights: fixed selection of variables in Linear Model module
Bug Fixes
1 - Linear Model: error in variable selection: fixed to update list of variables intead of renderUI. (#29)
2025.05.19-1
Highlights: New Linear Model module, removed docx format in save table and change in plot colors (internal use)
Improvements
1 - Plot colors fill and line now use session$userData, avoid passing meny times as a module parameter
2 - New Linear Model module
Bug Fixes
1 - Error when Save Table in docx: docx demandsd pandoc. Format removed (#26)
2025.04.14-1
Highlights: Now Exploratory Module allow insert element to output
Improvements
1 - Exploratory Page tables: improved tables with absolute and percent values
2 - Exploratory Page: insert elements to output: now elements of Exploratory Page can be added to output (#25)
3 - spada_server.R: exploratory module now provide return (output element)
4 - Stats table module: now returns table to be added to output
2025.04.10-1
Highlights: New dependencie ggplot2 (all plots now are generated as ggplot objects).
Improvements
1 - Plots: all plots now are genereted with ggplot2 (Correlation Test, Exploratory, Normality Test, Z Test modules)
Bug Fixes
1 - Add plot to output x Action button: fixed, now plots are generated with ggplot2 (#19)
2025.03.23-1
Highlights: add output elements in Correlation Test, Normality Test and Z Test modules.
Improvements
1 - Correlation and Normality Test modules: now allow to add elements to output page
2 - Exploratory module: removed bindCache because it was being used with objects with data and the check for the bindCache was slow, especially for big datasets
3 - Insert output module: now req(input_element())
4 - spada_serverR: adjust in modules that return output elements
5 - utils.R: new function to add table with 2 columns in output
6 - Z Test module: now allow to add plot to output page
7 - In many places the scatter plot now uses dot in pch param for big length objects (>1e4), this improves the plot speed
8 - Other small visual improvements like icons in buttons and positioning of buttons
2025.03.12-1
Highlights: new Output page with options to export all output elements to html
Improvements
1 - New Output and Insert Output modules: modules for output generation
2 - Correlation, Descriptive Stats and Z Test modules: now allow to add elements to output page
3 - Correlation module: deleted output$cor_test_results (not used anymore)
4 - Descriptive Stats module: now gt formatting passed to reactive instead to render function, allowing send the exact same gt to Output page
5 - spada_serverR: adjust in modules that return output elements
6 - spada_ui.R: new Output page
7 - utils.R: new functions report_card and gen_element_id to Output modules
2025.03.10-1
Highlights: new About module and fix usage of ns object inside modules
Improvements
1 - About module: shows (for now) the DESCRIPTION file of Spada package and the session info
2 - Calculate modules: new names for inputs and new button to show allowed operations
3 - Calculate and Filter modules: new button to show allowed operations
4 - Server side of modules: now ns receives session$ns instead of NS(id). See Modularizing Shiny app code
5 - spada_ui.R: pills now in alphabetical order (Edit page) and new about module
6 - spada_server.R: new about module
7 - utils.R: some new functions in allowed operations and remove of Mode function (DescTools) because returns len 2 causing error
2025.03.04-1
Highlights: new freehand filter (Filter Rows module), freehand code to calculate variable(Calculate Cols module) and new dependencie (rlang package).
Improvements
1 - Calculate Cols module: now allows to calculate with freehand code
2 - Data highlights module: inserted Values in Most unique and valid values
3 - Descriptive Stats module: fixe req of gt_stats and align gt columns
4 - Exploratory, Export file, Filter Rows, Import file, Rename Cols modules: change in Conditional panels (now with ns instead of sprintf)
5 - Filter Rows module: now allows filter with freehand code and
6 - spada.R: new dependencie (rlang package)
7 - spada_ui.R: change Calculate page to receive freehand Calculate Cols
8 - utils.R: new safe_env function to create env to evaluate freehand code, new test_data function and new operations to insert in safe_env function
2025.02.25-1
Highlights: Calculate cols now with groupby and Rename cols allows to rename multiple variables together
Improvements
1 - Calculate Cols module: now allows to calculate with groupby
2 - Rename Cols module: now allows to rename multiple variables together
3 - spada.R: new dependencie: tools package
4 - spada_themes.R: new css for startup screen
5 - spada_ui.R: change startup screen css (now in spada_themes) and busyindicator options (now the spinner is ‘bars2’)
6 - utils.R: removed Range function (because it returns 2 values), correct a typo in ceilling function (now ceiling) and update in get_help_file for better visual
2025.02.19-1
Highlights: New Calculate Cols module, better internal control over changes in datasets and many small visual improvements
Improvements
1 - New Calculate Cols module: allow create new variable by applying a function
2 - Convert Cols, Data Overview, Filter Rows, Order Cols, Order Rows, Rename Cols and Select Cols modules and spada_server.R: now uses data.table::copy to return changes in dataset properly and maintaining the correct update in reactives (problem probably caused by changes by reference in data.table). Removed all triggers (df_trigger reactiValues) used before.
3 - Data Overview, Navbar_df_info and Sidebar modules: removed stylling code (passed to spada_themes).
4 - spada_ui.R: some new cards (Data Page: metadata and Overview) for better look and Active dataset navbar item now shows only the name (with out ‘Active dataset’ prefix)
5 - spada_themes: new mini-btn class to format small buttons in Sidebar and Navbar Df Info modules
6 - utils.R: new objects with functions to use in Calculate Cols module.
2025.02.16-1
Highlights: New Darkly theme and new dependencie: sass package.
Improvements
1 - Correlation, Descriptive Stats, Normality Test, Sidebar, Spada UI, Z Test modules: changes in visual parameters and elements (e.g. sidebar now has class) for usage of bs_theme
2 - Export File module: now downloadButton has class and correct icon
3 - Filter Rows module: new Number of Rows filter
4 - spada_themes.R: new objects with themes and usage of sass package
5 - Spada Server: now shiny.maxRequestSize = 1000 MB
2025.02.13-1
Highlights: Use of selectizeInput with close and clear button for multiple selections
Improvements
1 - Convert Cols, Descriptive Stats, Order Cols, Order Rows and Select Cols modules: now usage of selectizeInput with close and clear button for multiple selections
2 - utils.R: filter_rows function now with env = list(var1) in data.table instead of get(var)
3 - spada.R: now usage of importFrom for data.table package
2025.02.08-1
Highlights: New stats in Descriptive Stats, Shapiro Francia test and bug fix
Bug Fixes
1 - Analysis > Scatter: warning if two Factors variables: fixed, now requires numeric variables (#18)
Improvements
1 - Descriptive Stats module: added geometric mean, harmonic mean, skewness and kurtosis from DescTools package.
2 - Normality test module: new test, Shapiro-Francia from DescTools package.
3 - Exploratory module: bug fix in scatter. (#18)
2025.02.06-1
Highlights: import sav (SPSS) files and Plot in Z test
Bug Fixes
1 - Data > Import: check for already used name not working: the names were not beeing passed as reactive to File Import module. Fixed. (#17)
2025.02.02-1
Highlights: new module Rename Cols and bug fix
Bug Fixes
1 - Analysis > Descriptive Stats: error in round for factors: now f_num function only format numeric values (#16)
2025.02.01-1
Only visual and formatting changes.
Improvements
1 - Convert Cols, Data Overview and Sidebar modules: background color receive object bg_color
2 - Correlation, Normality Test and Z Test modules: sidebars color now with bg_color object and stati_card with blue color
3 - Descriptive Stats module: gain digits input and f_num for format values
4 - f_num function: now with nsmall inside format function for number of decimal digits
5 - Spada_ui: now with color objects instead of hex code
6 - stats Table module: now values with f_num instead of f_dec function
7 - utils.R: new function stati_card (basically shinyWidgets::statiCard with default values) and colors in objects to use across several places
2025.01.29-1
Bug Fixes
1 - Analysis > Normality Test > Shapiro: error if all values are equal: Shapiro does not accept all equal values. Now with check and msg_error (#15)
Improvements
1 - Correlation module: chane name of Alternatives and chance card header title to Correlation Test
2 - Export file module: now writes Sav (haven package) and uses checkbox to compress RDS
3 - Normality Test module: better names and better checks for Shapiro-Wilk Test (#15)
4 - spada.R: now make.names for the variables inside datasets
5 - spada_ui.R: new name in the menu for Correlation (now Correlation Test)
6 - utils.R: new internal functions: make_var_names and test_all_equal
7 - Z Test module: better visuals and new checks for Mean and Std Deviation inputs
8 - DESCRIPTION: insert haven package as new dependencie
2025.01.27-1
Bug Fixes
1 - Exploratory > Stats Table: digits input has no effect: the input was been passed to gt functions (fmt_numeric) but the value column was char given the paste command for Mode values. Fixed with new function f_dec. (#13)
2 - Analysis > Correlation: not enough finite observations: stats::cor.test for Pearson demands at least 3 valid values (Spearman and Kendal a least 2 valid values). New check throughs a error message if less than 3 valid values for all methods. (#14)
Improvements
1 - Correlation module: now check if Standard Deviation of any informed variable is zero, avoiding warning. Also fixed (#14).
2 - Exploratory module: now with req (for main variable and variable 2) in render_plot (output$gt_dist)
3 - Stats table module: align columns, use ‘-’ for sub_missing becasue the long dash is not an ASCII and could not be replicated in sub_values (devtools::check). Also fixed (#13)
4 - utils.R: new intern function f_dec for format number of decimals
5 - DESCRIPTION: insert Depends (R >= 4.1.0) given the use of pipe operator
2025.01.26-2
Bug Fixes
1 - Exploratory Page > Boxplot by groups: error when plot Integer vs Numeric: The error occurs because there is more unique values in Variable 2 than in colors() function tha is used to sample colors. Changed to replace = T. (#11)
2 - Exploratory Page > Stats table: Mode NA for numeric, date, logical and complex var: the gt table was receiving tha NA value as character and the function sub_missing() does not have effect on those values. Now the Mode is passed as character only if it is not NA. (#12)
Improvements
1 - Descriptive Stats module: now Mode returns NA (not as character) and only paste/collapse values if Mode exists. Inserted sub_missing() in gt_stats for better look and consistency with other views
2 - Stats table module: now Mode returns NA (not as character) and only paste/collapse values if Mode exists
3 - Exploratory module: now the Variable 2 can not be float in Boxplot by Groups, because does not seam reasonable to have an infinite number of groups. Related to (#11)
2025.01.26-1
Bug Fixes
1 - Filter rows: operators NA and not NA requires a value to apply the filter: fixed, filter_rows_module.R refactored, now with much more robust check for filters, operators and values (#10)
Improvements
1 - New dependencie: package DescTools
2 - Descriptive Stats module: now with Mode (DescTools package) for numeri, character and factor variables
3 - Filter Rows module: refactored to check operators and values. New operators: Outlier (and Not Outlier) and Logical (TRUE and FALSE)
4 - Stats table module: now with Mode (DescTools package) for numeric, character and factor variables
5 - utils.R: Operators for rows filters now in several objects for better organization
2025.01.22-1
Improvements
1 - Correlation module: parameters in card sidebar for better use of space
2 - df_info function: new test file and now returns empty data.frame (accepted by gt_info) in case of no columns in the entry data.frame
3 - Normality test module: now Ks and Shapiro-wilk tests have gt table, save button and statiCards
4 - Tests: new/better test files for df_info, is_date, is_valid_name, mina, percentile and suna functions
2025.01.21-1
Improvements
1 - Correlation module: new layout, new table with test results, help button (help documentation), save table button and statiCards (shnywidgets) with Correlation and p value.
2 - Descriptive Stats module: now with variable selected by default
3 - Normality test module: new Help button in Ks test and Shapiro-Wilk test
4 - utils.R new function: get_help_file to search help in package documentation
5 - Startup: new text in startup page (removed ‘Loading…’)
2025.01.20-1
Improvements
1 - Startup page: now with startup page with shinybusy package (new dependencie)
2 - radioGroupButtons: change some radioButtons (shiny) for radioGroupButtons (shinyWidgets) in data_overview_module and exploratory_module for better look
3 - Page config module: colorPickr now with ‘save’ mode for better reset of values and other visual changes fo better look
4 - New Save gt module: now the gt table can be saved to hmtl, rtf and docx (gt::gt_save function)
5 - Stats table module: check for digits if out of range (0, 9) and new save_gt module in this module
6 - Descriptive Stats module: insert req to generate stats and new save_gt_module in this module
7 - show_toast: change showNotification (shiny) for show_toast (shinyWidgets) for better look
2025.01.17-1
Improvements
1 - New module: Filter Rows
2 - Convert module: always align right the preview table
3 - Descriptive Stats module: now all options inicially as TRUE
4 - Order Cols and Order Rows modules: now require selection of at least one variable
5 - Page Config module: now with colorPickr from shinyWidgets to more options
6 - df_info function: now with nrows and ncols
7 - gt_info function: format number of columns n_valid, n_unique, n_zero, n_nas
8 - Visual: many css (margins and padding) for better use of the screen space
9 - Fix in test-mina.R
2025.01.13-1
Bug Fixes
1 - Edit > Filter: Factor var - no levels after choose operator: fixed (inserted req(operator)). Now the levels are shown when a factor var and an operator are selected. (#9)
Improvements
1 - testthat: create structure to run tests (test-fina.R as initial test)
2 - New modules: Order Rows, Convert Cols and Exploratory
3 - Correlation module: insert req in scatter plot
4 - Page Config module: now validate value for file size (requires > 1 MB)
5 - New ttip function (basic bslib::tooltip) with placement ‘top’ as default
6 - Insertion of info-circle item in tooltips (almost everywhere) for better look
7 - Better imports, using importFrom for bslib and gt packages
8 - Remove all gc() calls
9 - df_info function now test anyNA and if TRUE count NA values (speed improvement)
2025.01.11-2
1 - New modules: Order Cols and Select Cols
2 - Correlation module with better visual (using card instead of accordion)
2025.01.11-1
1 - Mainly internal organization, migrating spada UI to spada_ui.R function and spada Server to spada_server.R function.
2 - New modules: Data Overview and Data Highlights
3 - Visual changes in Correlation module and Descriptive Stats module
4 - New exported function is_date
2025.01.10-1
Bug Fixes
1 - Analysis > Exploratory: error ins stats table when percentile out of range 0-100: now test the range and if the input isTruphy (#8)
2025.01.05-1
Bug Fixes
1 - Metadata - object color_fn not found: new icon for logical and color format (function data_color) applied only if there is valid (non NA) min and max values (#4)
2 - Edit > Convert - error in preview complex variable convertion: fixed converting complex to character in the preview given that gt table in opt_interactive does not show complex properly (#5)
3 - Edit > Filter: error in filtering complex: now only show/allow operators ‘== (Equal)’, ‘!= (Not Equal)’, ‘Is NA (is.na)’, ‘Not NA (! is.na)’, ‘In (%in%)’ and ‘Not In (! %in%)’ (same for character and factors) (#6)
4 - Edit > Filter: accept blank value: now the value must have length 1 or bigger (#7)
Improvements
1 - utils functions
2 - page_config_module: correction of a typo
3 - spada function
new background color in sidebar
new value boxes in Data > Highligths (rows, valid, unique, zeros) and better server side checking (returning None if absent)
new itens in navbar: Options > Documentation link and Github link
2025.01.03-1
Bug Fixes
1 - Data Overview - after Edit only refresh if updat in rows or sample: fixed with insertion of buttons inside output$pD_over_gt. (#3)
Improvements
1 - export_file_module: separator order now semicolon as default
2 - new import_file_module: allows input csv and RDS files
3 - page_config_module: new visual and size of input file as parameter
4 - spada function:
sidebar now with Dataset Info accordion open by default
small visual changes (icons and capital in some titles)
shiny.maxRequestSize set to 500 MB by default
datasets_names_react: now names of the datasets are a reactive (used several times)
new buttons in sidebar accordion to navigate through pages
new buttons in active dataset popover navigate through pages
2025.01.02-1
Bug Fixes
1 - Analysis page - q1 object not found: back to calculate q1 and q3. (#1)
2 - Metadata - Error in zeros count: now df_info function uses suna(x == 0) instead of length(x[x == 0]) (#2)
Improvements
1 - utils functions
df_info now uses suna instead of length, this change fix errors and provide gain in speed.
deletion of format_color_bar and main_value_box functions given that they are now in use anymore
2 - export_file_module
now the nav_panel is outside the module (inside spada function). This gives the module better “format” being a bslib::card
layout_column_wrap replaced for fluidRow and column (better look)
3 - spada function
new page sidebar: for now showing info about active dataset, in the future will receive links/shortcuts to other parts of the app
new menu Analysis: the Analysis page became Exploratory and inputs change names from pA_ to pA_E_
new menu Options: Config page and Exit are inside this menu. In the future general optiions and settings will be here.
new Nav Item Active Dataset: now with popover to show rows, cols, NA’s and size
in Data when new name is set a msg is shown.
2024.12.30-1
Improvements
1 - General
Created zzz.R and inserted utils::globalVariables for global variables (check note)
Value boxes: resized to give more space for other elements
2 - utils functions
- CSS, js_exit, operators and date formats passed to utils.R
3 - spada function
new export_file module and migration of Export to Data page
Use of IQR to calcule interquartile distance (faster than q3 - q1 manually)
Buttons of Edit page to backup now with new ID’s (pE_export_ replaced by pE_)
2024.12.29-2
Bug Fixes
1 - ‘Edit’ Page > Convert
- on changing the active dataset the selected variable may not exist in the new acive dataset and an error is raised from data.table (variable does not exist). Fix with if clause testing for presence of var in the active dataset.
Improvements
1 - utils functions
- dt_info: now return number and percentage of zeros for each variable
- gt_info: Merge columns with number and percentage values
2 - function spada
- Delete dataset: new functionality to delete a selected dataset (as long as it is not the active)
- Icons: inclusion of icons in Data tab (data page) and trash icon changed to trash-can
- Convert: change renderUi for conditionalPanel to convert to Date variables
- Analysis - Bins: bins now inside conditionalPanel and layout_colums substituted by fluidRow for better look
- Analysis - Boxplot by group: removed validate to max number of groups
- stopApp: now app stops when the browser tab is closed. Auto kill - Dean Attali
2024.12.29-1
Improvements
1 - New functionality: copy dataset (Data page)
2 - Config page now is a module
3 - New Some reactives now with bindCache
Bug Fixes
1 - gt cannot show complex in opt_interactive, now convert to char before apply gt function
Improvements
1 - utils functions
change color in value boxes (to gray) for better looking
number of rows (value box) now with decimals
2 - funciton spada
Visual changes: many visual changes (still in search for an identity)
Analysis page: change order of plots, because the dot plot took to long to load (histogram way quicker)
Analysis page: insertion of validates in plots and table of stats
new Config page with options of colors (plots)
value box Var with biggest size, now showing formatted number and the ‘Bytes’ word
2024.12.27-1
Improvements
1 - utils functions
df_info: improvement in performance (something like half the time in big datasets - 1e6 rows)
new function: gt_info to generate metadata with gt package
color palettes: new palettes to df_info function
2 - spada function
background color change (from # f2f2f2 to #f9f9f9)
change title to Spada
change Summary page to Data page
gt tables instead of DT datatables
2024.12.25-1
1 - metadata: new unique info in df_info
2 - new function is_valid_name
3 - possibility of inserting several datasets
4 - visual changes in general
5 - analysis page receives only non-NA variables
6 - new react as conversion trigger
2024.12.23-1
1 - Visual improvements (font size, spacing, gradient in card_header)
2 - New function to convert variables and improvements in filter inputs (especially date inputs)
3 - New Tab ‘Table’ in Analysis page
4 - Improvements in filter rows and select columns
5 - Improvements in data_info function
6 - Replace of verbatimTextInputs for textInputs
7 - In Filter (Page Edit) only show the existing levels when variable is factor
2024.12.19-1
1 - Creation of utils functionss
2 - insert requirement of select variables, operators or formats in edit page buttons
3 - change actionButtons for bslib input_task_buttons