Package comparedf. February 11, 2019
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- Godfrey Robbins
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1 Type Package Package comparedf February 11, 2019 Title Do a Git Style Diff of the Rows Between Two Dataframes with Similar Structure Version Date Compares two dataframes which have the same column structure to show the rows that have changed. Also gives a git style diff format to quickly see what has changes in addition to summary statistics. License MIT + file LICENSE Depends R (>= 3.4.0) Imports dplyr (>= 0.4.3), magrittr (>= 1.5), htmltable (>= 1.5), tidyr (>= 0.4.1), stringr (>= 1.0.0) Suggests testthat LazyData TRUE RoxygenNote Encoding UTF-8 NeedsCompilation no Author Alex Joseph [aut, cre] Maintainer Alex Joseph <alexsanjoseph@gmail.com> Repository CRAN Date/Publication :53:57 UTC R topics documented: compare_df results_ results_ view_html Index 5 1
2 2 compare_df compare_df Compare Two dataframes Do a git style comparison between two data frames of similar columnar structure compare_df(df_new, df_old, group_col, exclude = NULL, limit_html = 100, tolerance = 0, tolerance_type = "ratio", stop_on_error = TRUE, keep_unchanged = FALSE, color_scheme = c(addition = "green", removal = "red", unchanged_cell = "gray", unchanged_row = "deepskyblue"), html_headers = NULL, html_change_col_name = "chng_type", html_group_col_name = "grp") Arguments df_new df_old group_col exclude limit_html tolerance The data frame for which any changes will be shown as an addition (green) The data frame for which any changes will be shown as a removal (red) A character vector of a string of character vector showing the columns by which to group_by. The columns which should be excluded from the comparison maximum number of rows to show in the html diff. >1000 not recommended The amount in fraction to which changes are ignored while showing the visual representation. By default, the value is 0 and any change in the value of variables is shown off. Doesn t apply to categorical variables. tolerance_type Defaults to ratio. The type of comparison for numeric values, can be ratio or difference stop_on_error Whether to stop on acceptable errors on not keep_unchanged whether to preserve unchanged values or not. Defaults to FALSE color_scheme What color scheme to use for the HTML output. Should be a vector/list with named_elements. Default - c("addition" = "green", "removal" = "red", "unchanged_cell" = "g html_headers A character vector of column names to be used in the table. Defaults to colnames. html_change_col_name Name of the change column to use in the HTML table. Defaults to chng_type. html_group_col_name Name of the group column to be used in the table (if there are multiple grouping vars). Defaults to grp.
3 results_ Examples old_df = data.frame(var1 = c("a", "B", "C"), val1 = c(1, 2, 3)) new_df = data.frame(var1 = c("a", "B", "C"), val1 = c(1, 2, 4)) ctable = compare_df(new_df, old_df, c("var1")) print(ctable$comparison_df) ctable$html_output results_2010 Data set created set to show off the package capabilities - Results of students for 2010 A manually created dataset showing the hypothetical scores of two divisions of students Division The division to which the student belongs Student Name of the Student Maths, Physics, Chemistry, Art Scores of the student across different subjects Discipline, PE Grades of the students across different subjects results_2010 Format A data frame 12 rows and 8 columns results_2011 Data set created set to show off the package capabilities - Results of students for 2011 A manually created dataset showing the hypothetical scores of two divisions of students Division The division to which the student belongs Student Name of the Student Maths, Physics, Chemistry, Art Scores of the student across different subjects Discipline, PE Grades of the students across different subjects
4 4 view_html results_2011 Format A data frame 13 rows and 8 columns view_html View Comparison output HTML Some versions of Rstudio doesn t automatically show the html pane for the html output. This is a workaround view_html(comparison_output) Arguments comparison_output output from the comparisondf compare function Examples old_df = data.frame(var1 = c("a", "B", "C"), val1 = c(1, 2, 3)) new_df = data.frame(var1 = c("a", "B", "C"), val1 = c(1, 2, 4)) ctable = compare_df(new_df, old_df, c("var1")) # Not Run:: # view_html(ctable)
5 Index Topic datasets results_2010, 3 results_2011, 3 compare_df, 2 results_2010, 3 results_2011, 3 view_html, 4 5
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