diff --git a/SSR/.quarto/_freeze/OverviewSSR/execute-results/html.json b/SSR/.quarto/_freeze/OverviewSSR/execute-results/html.json
index 13f697d..2870143 100644
--- a/SSR/.quarto/_freeze/OverviewSSR/execute-results/html.json
+++ b/SSR/.quarto/_freeze/OverviewSSR/execute-results/html.json
@@ -1,7 +1,7 @@
{
"hash": "cd1a57e67329a9d3fa1408161c978444",
"result": {
- "markdown": "---\ntitle: \"SSR - Overview\"\nauthor: \"Johnny van Doorn\"\ndate: today\nformat:\n html:\n toc: true\n toc-location: left\n---\n\n\nThis page will be continuously updated to feature extra materials, such as applets, data sets, and additional explanations.\n\n## Slides\n\n\n\n\n\n\n\n\n\nThese slides were originally created by SH and tweaked by JvD.\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n
\n \n \n Date \n Lecture \n Handout \n Slides \n \n \n\n \n 10 sep 2024 \n 4. Statistical Reasoning \n link \n link \n \n \n 13 sep 2024 \n 6. Null Hypothesis Significance Testing \n link \n link \n \n \n 17 sep 2024 \n 7. T-distribution \n link \n link \n \n \n 24 sep 2024 \n 10. T-tests \n link \n link \n \n \n 01 oct 2024 \n 11. ANOVA \n link \n link \n \n \n
\n\n`````\n:::\n:::\n\n\n## Book\nAn online version of Discovering Statistics Using JASP is available [here](https://amsuni-my.sharepoint.com/:b:/g/personal/j_b_vandoorn_uva_nl/ESR4n5L9HB5KsKByVbDlsj0BoZLpYD2aWwJstikmEGU25g?e=dKODJR). Individual chapters available [here](https://amsuni-my.sharepoint.com/:f:/g/personal/j_b_vandoorn_uva_nl/EoyhXwuTGZtGvJaobtAr83kBCA-BWxgKN6-kPvKIhKxaEg?e=k0eNPP). The supplementary materials (data files, Oliver Twisted, etc.) for the book are available [here](https://johnnydoorn.github.io/discoverjasp/pages/data.html).\n\n## Applets\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n \n \n Topic \n Link \n \n \n\n \n NHST_Binomial \n link \n \n \n NHST_Continuous \n link \n \n \n NHST_Fdistribution \n link \n \n \n onewayANOVA \n link \n \n \n ANCOVA \n link \n \n \n
\n\n`````\n:::\n:::\n\n\n## Additional Explanations\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n \n \n Topic \n Links \n \n \n\n \n EffSizeVsTestStat \n link \n \n \n OneSidedVsTwoSided \n link \n \n \n PredictingWithDummies \n link \n \n \n
\n\n`````\n:::\n:::\n\n\n## JASP + Data Files\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n\n`````\n:::\n:::\n\n\n\n## JASP Gifs\n\n\n\n\n\n\n\n\n\nTo accommodate the use of JASP in SSR, below are various instructional `.gifs`.\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n \n \n Analysis \n Topic \n Link \n \n \n\n \n 2023/ANCOVA \n HomogeneityAssumptionPlot \n link \n \n \n 2023/ANCOVA \n HomogeneityAssumptionTest \n link \n \n \n 2023/ANCOVA \n LeveneTest+Contrast \n link \n \n \n 2023/ANOVA \n SetUp+DescriptivePlotCI \n link \n \n \n 2023/ANOVA \n Contrasts \n link \n \n \n 2023/ANOVA \n DescriptivePlotCI \n link \n \n \n 2023/ANOVA \n LeveneTest \n link \n \n \n 2023/ANOVA-Factorial \n DescriptivesPlot \n link \n \n \n 2023/Descriptives \n SplitByCategoricalVariable \n link \n \n \n 2023/Descriptives \n BoxplotOutlier \n link \n \n \n 2023/Descriptives \n Histogram \n link \n \n \n 2023/Getting-Started \n LoadingDataset \n link \n \n \n 2023/Getting-Started \n CategoriesRenaming \n link \n \n \n 2023/Getting-Started \n CategoriesReordering \n link \n \n \n 2023/Getting-Started \n CenterVariable \n link \n \n \n 2023/Getting-Started \n ComputeNewColumn \n link \n \n \n 2023/Getting-Started \n ComputeNewColumnR \n link \n \n \n 2023/Getting-Started \n FilteringCategories \n link \n \n \n 2023/Getting-Started \n FilteringOnScore \n link \n \n \n 2023/Getting-Started \n SquaringTheVariable \n link \n \n \n 2023/Mediation \n LoadModule \n link \n \n \n 2023/Mediation \n MainAnalysis \n link \n \n \n 2023/Mediation \n ModelPlot \n link \n \n \n 2023/Nonparametrics \n ConvertToRanks \n link \n \n \n 2023/Nonparametrics \n FriedmanPostHoc \n link \n \n \n 2023/Regression \n AddToNullModel \n link \n \n \n 2023/Regression \n CollinearityDiagnostics \n link \n \n \n 2023/Regression \n FindingOutliers \n link \n \n \n 2023/Regression \n Interaction \n link \n \n \n 2023/Regression \n MainAnalysis \n link \n \n \n 2023/Regression \n PartialCorrelation \n link \n \n \n 2023/Regression \n ScatterplotMatrix \n link \n \n \n 2023/RM-ANOVA \n MixedANOVA \n link \n \n \n 2023/RM-ANOVA \n SpecifyFactors \n link \n \n \n 2023/SummaryStats \n BayesianCorrelation \n link \n \n \n 2023/ANOVA \n PostHocTests \n link \n \n \n 2023/Descriptives \n ScatterplotRegression \n link \n \n \n 2023/Getting-Started \n CopyVariable \n link \n \n \n 2024/ANCOVA \n Reordering-labels-contrast \n link \n \n \n 2024/ANOVA \n 1Main-Analysis-with-Two-Factors \n link \n \n \n 2024/ANOVA \n 1Main-Analysis \n link \n \n \n 2024/ANOVA \n 2Normality-And-Homogeniety-Check \n link \n \n \n 2024/ANOVA \n 3Plots \n link \n \n \n 2024/ANOVA \n 4Effect-Size \n link \n \n \n 2024/ANOVA \n 5Contrasts \n link \n \n \n 2024/ANOVA \n 6Post-Hoc-Tests \n link \n \n \n 2024/ComputeColumns \n ReverseMultipleScores \n link \n \n \n 2024/ComputeColumns \n SumScoreR \n link \n \n \n 2024/Contingency \n 1Main-Analysis \n link \n \n \n 2024/Correlation \n 1Main-Analysis-Partial \n link \n \n \n 2024/Correlation \n 1Main-Analysis \n link \n \n \n 2024/Correlation \n 2Assumption-Checks \n link \n \n \n 2024/Correlation \n 3Plots \n link \n \n \n 2024/Descriptives \n 1Main-Analysis \n link \n \n \n 2024/Descriptives \n 2Assumption-Checks \n link \n \n \n 2024/Descriptives \n 3Plots \n link \n \n \n 2024/Getting-Started \n StatisticalTest \n link \n \n \n 2024/Regression \n 1Main-Analysis-Hierarchical-Regression \n link \n \n \n 2024/Regression \n 1Main-Analysis-Multiple-Predictors \n link \n \n \n 2024/Regression \n 1Main-Analysis-Single-Predictor \n link \n \n \n 2024/Regression \n 2Assumption-Checks \n link \n \n \n 2024/RMANOVA \n 1Main-Analysis \n link \n \n \n 2024/RMANOVA \n 2Assumption-Checks \n link \n \n \n 2024/RMANOVA \n 3Plots \n link \n \n \n 2024/RMANOVA \n 4Effect-Size \n link \n \n \n 2024/RMANOVA \n 5Contrasts \n link \n \n \n 2024/RMANOVA \n 6Post-Hoc-Tests \n link \n \n \n 2024/RMANOVA \n 7SpecifyFactorial \n link \n \n \n 2024/TTest \n 1Main-Analysis \n link \n \n \n 2024/TTest \n 2Assumption-Checks \n link \n \n \n 2024/TTest \n 3Plots \n link \n \n \n 2024/TTest \n 4Effect-Size \n link \n \n \n 2024/TTestOneSample \n 1Main-Analysis \n link \n \n \n
\n\n`````\n:::\n:::\n",
+ "markdown": "---\ntitle: \"SSR - Overview\"\nauthor: \"Johnny van Doorn\"\ndate: today\nformat:\n html:\n toc: true\n toc-location: left\n---\n\n\nThis page will be continuously updated to feature extra materials, such as applets, data sets, and additional explanations.\n\n## Slides\n\n\n\n\n\n\n\n\n\nThese slides were originally created by SH and tweaked by JvD.\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n \n \n Date \n Lecture \n Handout \n Slides \n \n \n\n \n 10 sep 2024 \n 4. Statistical Reasoning \n link \n link \n \n \n 13 sep 2024 \n 6. Null Hypothesis Significance Testing \n link \n link \n \n \n 17 sep 2024 \n 7. T-distribution \n link \n link \n \n \n 24 sep 2024 \n 10. T-tests \n link \n link \n \n \n 01 oct 2024 \n 11. ANOVA \n link \n link \n \n \n 04 oct 2024 \n 13. ANCOVA \n link \n link \n \n \n
\n\n`````\n:::\n:::\n\n\n## Book\nAn online version of Discovering Statistics Using JASP is available [here](https://amsuni-my.sharepoint.com/:b:/g/personal/j_b_vandoorn_uva_nl/ESR4n5L9HB5KsKByVbDlsj0BoZLpYD2aWwJstikmEGU25g?e=dKODJR). Individual chapters available [here](https://amsuni-my.sharepoint.com/:f:/g/personal/j_b_vandoorn_uva_nl/EoyhXwuTGZtGvJaobtAr83kBCA-BWxgKN6-kPvKIhKxaEg?e=k0eNPP). The supplementary materials (data files, Oliver Twisted, etc.) for the book are available [here](https://johnnydoorn.github.io/discoverjasp/pages/data.html).\n\n## Applets\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n \n \n Topic \n Link \n \n \n\n \n NHST_Binomial \n link \n \n \n NHST_Continuous \n link \n \n \n NHST_Fdistribution \n link \n \n \n onewayANOVA \n link \n \n \n ANCOVA \n link \n \n \n
\n\n`````\n:::\n:::\n\n\n## Additional Explanations\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n \n \n Topic \n Links \n \n \n\n \n EffSizeVsTestStat \n link \n \n \n OneSidedVsTwoSided \n link \n \n \n PredictingWithDummies \n link \n \n \n
\n\n`````\n:::\n:::\n\n\n## JASP + Data Files\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n\n`````\n:::\n:::\n\n\n\n## JASP Gifs\n\n\n\n\n\n\n\n\n\nTo accommodate the use of JASP in SSR, below are various instructional `.gifs`.\n\n::: {.cell}\n::: {.cell-output-display}\n`````{=html}\n\n \n \n Analysis \n Topic \n Link \n \n \n\n \n 2023/ANCOVA \n HomogeneityAssumptionPlot \n link \n \n \n 2023/ANCOVA \n HomogeneityAssumptionTest \n link \n \n \n 2023/ANCOVA \n LeveneTest+Contrast \n link \n \n \n 2023/ANOVA \n SetUp+DescriptivePlotCI \n link \n \n \n 2023/ANOVA \n Contrasts \n link \n \n \n 2023/ANOVA \n DescriptivePlotCI \n link \n \n \n 2023/ANOVA \n LeveneTest \n link \n \n \n 2023/ANOVA-Factorial \n DescriptivesPlot \n link \n \n \n 2023/Descriptives \n SplitByCategoricalVariable \n link \n \n \n 2023/Descriptives \n BoxplotOutlier \n link \n \n \n 2023/Descriptives \n Histogram \n link \n \n \n 2023/Getting-Started \n LoadingDataset \n link \n \n \n 2023/Getting-Started \n CategoriesRenaming \n link \n \n \n 2023/Getting-Started \n CategoriesReordering \n link \n \n \n 2023/Getting-Started \n CenterVariable \n link \n \n \n 2023/Getting-Started \n ComputeNewColumn \n link \n \n \n 2023/Getting-Started \n ComputeNewColumnR \n link \n \n \n 2023/Getting-Started \n FilteringCategories \n link \n \n \n 2023/Getting-Started \n FilteringOnScore \n link \n \n \n 2023/Getting-Started \n SquaringTheVariable \n link \n \n \n 2023/Mediation \n LoadModule \n link \n \n \n 2023/Mediation \n MainAnalysis \n link \n \n \n 2023/Mediation \n ModelPlot \n link \n \n \n 2023/Nonparametrics \n ConvertToRanks \n link \n \n \n 2023/Nonparametrics \n FriedmanPostHoc \n link \n \n \n 2023/Regression \n AddToNullModel \n link \n \n \n 2023/Regression \n CollinearityDiagnostics \n link \n \n \n 2023/Regression \n FindingOutliers \n link \n \n \n 2023/Regression \n Interaction \n link \n \n \n 2023/Regression \n MainAnalysis \n link \n \n \n 2023/Regression \n PartialCorrelation \n link \n \n \n 2023/Regression \n ScatterplotMatrix \n link \n \n \n 2023/RM-ANOVA \n MixedANOVA \n link \n \n \n 2023/RM-ANOVA \n SpecifyFactors \n link \n \n \n 2023/SummaryStats \n BayesianCorrelation \n link \n \n \n 2023/ANOVA \n PostHocTests \n link \n \n \n 2023/Descriptives \n ScatterplotRegression \n link \n \n \n 2023/Getting-Started \n CopyVariable \n link \n \n \n 2024/ANCOVA \n Reordering-labels-contrast \n link \n \n \n 2024/ANOVA \n 1Main-Analysis-with-Two-Factors \n link \n \n \n 2024/ANOVA \n 1Main-Analysis \n link \n \n \n 2024/ANOVA \n 2Normality-And-Homogeniety-Check \n link \n \n \n 2024/ANOVA \n 3Plots \n link \n \n \n 2024/ANOVA \n 4Effect-Size \n link \n \n \n 2024/ANOVA \n 5Contrasts \n link \n \n \n 2024/ANOVA \n 6Post-Hoc-Tests \n link \n \n \n 2024/ComputeColumns \n ReverseMultipleScores \n link \n \n \n 2024/ComputeColumns \n SumScoreR \n link \n \n \n 2024/Contingency \n 1Main-Analysis \n link \n \n \n 2024/Correlation \n 1Main-Analysis-Partial \n link \n \n \n 2024/Correlation \n 1Main-Analysis \n link \n \n \n 2024/Correlation \n 2Assumption-Checks \n link \n \n \n 2024/Correlation \n 3Plots \n link \n \n \n 2024/Descriptives \n 1Main-Analysis \n link \n \n \n 2024/Descriptives \n 2Assumption-Checks \n link \n \n \n 2024/Descriptives \n 3Plots \n link \n \n \n 2024/Getting-Started \n StatisticalTest \n link \n \n \n 2024/Regression \n 1Main-Analysis-Hierarchical-Regression \n link \n \n \n 2024/Regression \n 1Main-Analysis-Multiple-Predictors \n link \n \n \n 2024/Regression \n 1Main-Analysis-Single-Predictor \n link \n \n \n 2024/Regression \n 2Assumption-Checks \n link \n \n \n 2024/RMANOVA \n 1Main-Analysis \n link \n \n \n 2024/RMANOVA \n 2Assumption-Checks \n link \n \n \n 2024/RMANOVA \n 3Plots \n link \n \n \n 2024/RMANOVA \n 4Effect-Size \n link \n \n \n 2024/RMANOVA \n 5Contrasts \n link \n \n \n 2024/RMANOVA \n 6Post-Hoc-Tests \n link \n \n \n 2024/RMANOVA \n 7SpecifyFactorial \n link \n \n \n 2024/TTest \n 1Main-Analysis \n link \n \n \n 2024/TTest \n 2Assumption-Checks \n link \n \n \n 2024/TTest \n 3Plots \n link \n \n \n 2024/TTest \n 4Effect-Size \n link \n \n \n 2024/TTestOneSample \n 1Main-Analysis \n link \n \n \n
\n\n`````\n:::\n:::\n",
"supporting": [
"OverviewSSR_files"
],
diff --git a/SSR/.quarto/xref/293fb294 b/SSR/.quarto/xref/293fb294
index 11c85ab..c81cfba 100644
--- a/SSR/.quarto/xref/293fb294
+++ b/SSR/.quarto/xref/293fb294
@@ -1 +1 @@
-{"headings":["slides","book","applets","additional-explanations","jasp-data-files","jasp-gifs"],"entries":[]}
\ No newline at end of file
+{"entries":[],"headings":["slides","book","applets","additional-explanations","jasp-data-files","jasp-gifs"]}
\ No newline at end of file
diff --git a/SSR/.quarto/xref/INDEX b/SSR/.quarto/xref/INDEX
index cc49f5f..9e8078c 100644
--- a/SSR/.quarto/xref/INDEX
+++ b/SSR/.quarto/xref/INDEX
@@ -19,5 +19,12 @@
},
"topics/ANOVA_one_way_independent/ANOVA_one_way_independent.qmd": {
"ANOVA_one_way_independent.html": "819d9efc"
+ },
+ "2024/13. ANCOVA/12. ANCOVA.qmd": {
+ "12. ANCOVA.html": "5152dc6f",
+ "12. ANCOVA.slide.html": "742123eb"
+ },
+ "topics/ancova/ancova.qmd": {
+ "ancova.html": "357d04d7"
}
}
\ No newline at end of file
diff --git a/SSR/2024/.DS_Store b/SSR/2024/.DS_Store
index 21d145b..66d4d7b 100644
Binary files a/SSR/2024/.DS_Store and b/SSR/2024/.DS_Store differ
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA.html b/SSR/2024/13. ANCOVA/12. ANCOVA.html
index 5a5407a..5e68c01 100644
--- a/SSR/2024/13. ANCOVA/12. ANCOVA.html
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA.html
@@ -7,9 +7,9 @@
-
+
-12. ANCOVA
+13. ANCOVA
-
+
+
-
+
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
- 12. ANCOVA
+ 13. ANCOVA
@@ -420,7 +421,7 @@
12. ANCOVA
- 2023-10-06
+ 2024-10-04
@@ -446,20 +447,20 @@ ANCOVA
Assumptions
Same as ANOVA
-Independence of the covariate and treatment effect §13.4.1.
+ Independence of the covariate and treatment effect §12.5.1.
No difference on ANOVA with covar and independent variable
Matching experimental groups on the covariate
-Homogeneity of regression slopes §13.4.2.
+ Homogeneity of regression slopes §12.5.2.
Visual: scatterplot dep var * covar per condition
Testing: interaction indep. var * covar
-
-Independence of the covariate and treatment effect
+
+Independence of the covariate and treatment effect (Fig 12.2)
@@ -480,38 +481,39 @@ Data example
Simulate data
# Simulate data
- n <- 20
- k <- 3
- nationality <- round (runif (n,1 ,k),0 )
- nationality <- factor (nationality)
-levels (nationality) <- c ("Dutch" , "German" , "Belgian" )
- mu.covar <- 8
- sigma.covar <- 1
- openness <- round (rnorm (n,mu.covar,sigma.covar),2 )
-
-# Create dummy variables
- dummy.1 <- ifelse (nationality == "German" , 1 , 0 )
- dummy.2 <- ifelse (nationality == "Belgian" , 1 , 0 )
-
-# Set parameters
- b.0 <- 15 # initial value for group 1
- b.1 <- 3 # difference between group 1 and 2
- b.2 <- 4 # difference between group 1 and 3
- b.3 <- 3 # Weight for covariate
-
-# Create error
- error <- rnorm (n,0 ,1 )
+
set.seed (123 )
+
n <- 20
+
k <- 3
+
nationality <- round (runif (n,1 ,k),0 )
+
nationality <- factor (nationality)
+
levels (nationality) <- c ("Dutch" , "German" , "Belgian" )
+
mu.covar <- 8
+
sigma.covar <- 1
+
openness <- round (rnorm (n,mu.covar,sigma.covar),2 )
+
+
# Create dummy variables
+
dummy.1 <- ifelse (nationality == "German" , 1 , 0 )
+
dummy.2 <- ifelse (nationality == "Belgian" , 1 , 0 )
+
+
# Set parameters
+
b.0 <- 15 # initial value for group 1
+
b.1 <- 3 # difference between group 1 and 2
+
b.2 <- 4 # difference between group 1 and 3
+
b.3 <- 3 # Weight for covariate
+
+
# Create error
+
error <- rnorm (n,0 ,1 )
Define the model
-\({outcome} = {model} + {error}\)
+\({extraversion} = {model} + {error}\)
\({model} = {independent} + {covariate} = {nationality} + {openness}\)
Formal model
\(y = b_0 + b_1 {dummy}_1 + b_2 {dummy}_2 + b_3 covar\)
# Define model
- outcome <- b.0 + b.1 * dummy.1 + b.2 * dummy.2 + b.3 * openness + error
+
extraversion <- b.0 + b.1 * dummy.1 + b.2 * dummy.2 + b.3 * openness + error
@@ -519,8 +521,8 @@ Dummies
@@ -529,20 +531,20 @@ The data
Observed group means
-
aggregate (outcome ~ nationality, data, mean)
+
aggregate (extraversion ~ nationality, data, mean)
-
nationality outcome
-1 Dutch 38.67000
-2 German 42.16625
-3 Belgian 43.79800
+
nationality extraversion
+1 Dutch 40.87000
+2 German 42.03889
+3 Belgian 41.39143
@@ -550,91 +552,104 @@ Observed group means
Model fit without covariate
What are the beta coefficients when we fit a model that only has “nationality” as a predictor variable?
-
fit.group <- lm (outcome ~ nationality, data); fit.group
+
fit.group <- lm (extraversion ~ nationality, data); fit.group
Call:
-lm(formula = outcome ~ nationality, data = data)
+lm(formula = extraversion ~ nationality, data = data)
Coefficients:
(Intercept) nationalityGerman nationalityBelgian
- 38.670 3.496 5.128
-
-
fit.group$ coefficients[2 : 3 ] + fit.group$ coefficients[1 ]
-
-
nationalityGerman nationalityBelgian
- 42.16625 43.79800
+ 40.8700 1.1689 0.5214
-\({Dutch} = 38.67 \> {German} = 42.16625 \> {Belgian} = 43.798\)
+
-
-Model fit with only covar
+
+Model fit with only covariate
What are the beta coefficients when we fit a model that only has the covariate as predictor variable?
-
fit.covar <- lm (outcome ~ openness, data)
- fit.covar
+
fit.covar <- lm (extraversion ~ openness, data)
+ fit.covar
Call:
-lm(formula = outcome ~ openness, data = data)
+lm(formula = extraversion ~ openness, data = data)
Coefficients:
(Intercept) openness
- 15.667 3.185
+ 21.128 2.592
+\(\beta_{0} = 21.13\)
+\(\beta_{Open} = 2.59\)
Model fit with all predictor variables (factor + covariate)
-
fit <- lm (outcome ~ nationality + openness, data); fit
+
fit <- lm (extraversion ~ nationality + openness, data); fit
Call:
-lm(formula = outcome ~ nationality + openness, data = data)
+lm(formula = extraversion ~ nationality + openness, data = data)
Coefficients:
(Intercept) nationalityGerman nationalityBelgian openness
- 15.965 2.769 4.181 2.881
+ 14.421 3.099 3.767 3.098
-
fit$ coefficients[2 : 3 ] + fit$ coefficients[1 ]
+
fit$ coefficients[2 : 3 ] + fit$ coefficients[1 ]
nationalityGerman nationalityBelgian
- 18.73401 20.14609
+ 17.51968 18.18716
-\({Dutch} = 15.96 \> {German} = 18.73 \> {Belgian} = 20.14\)
+\(\beta_{Dutch} = 14.42\)
+\(\beta_{German} = 3.1\)
+\(\beta_{Belgian} = 3.77\)
+\(\beta_{Open} = 3.1\)
So what do we predict for each participant??
For a German with a score of 8 on Openness:
-
fit <- lm (outcome ~ nationality + openness, data); fit$ coefficients
+
fit <- lm (extraversion ~ nationality + openness, data); fit$ coefficients
(Intercept) nationalityGerman nationalityBelgian openness
- 15.964661 2.769346 4.181430 2.880866
-
-
unname (fit$ coefficients[1 ] + 1 * fit$ coefficients[2 ] + 0 * fit$ coefficients[3 ] +
- 8 * fit$ coefficients[4 ])
-
-
[1] 41.78093
+ 14.420540 3.099136 3.766619 3.098033
+
+\(\beta_{0} = 14.42\)
+\(\beta_{German} = 3.1\)
+\(\beta_{Open} = 3.1\)
+
+Prediction for German: 14.42 + 3.1 + 8 * 3.1 = 42.3
+
+
How about a Belgian with 6 Openness?
Total variance
What is the total variance?
-\({MS}_{total} = s^2_{outcome} = \frac{{SS}_{outcome}}{{df}_{outcome}}\)
+\({MS}_{total} = s^2_{extraversion} = \frac{{SS}_{extraversion}}{{df}_{extraversion}}\)
-
ms.t <- var (data$ outcome); ms.t
+
ms.t <- var (data$ extraversion); ms.t
-
[1] 11.97756
+
[1] 9.350571
-
ss.t <- var (data$ outcome) * (length (data$ outcome) - 1 ); ss.t
+
ss.t <- var (data$ extraversion) * (length (data$ extraversion) - 1 ); ss.t
-
[1] 227.5737
+
[1] 177.6609
@@ -643,69 +658,69 @@ The data
Total variance visual
-
+
Model variance group
The model variance consists of two parts. One for the independent variable and one for the covariate. Lets first look at the independent variable.
Model variance group visual
-
+
Model variance covariate visual
-
+
Model variance group and covariate
Model variance group and covariate visual
-
+
Error variance with covariate
-
+
Sums of squares
-
SS.model <- with (data, sum ((model - grand.mean)^ 2 ))
- SS.error <- with (data, sum ((outcome - model)^ 2 ))
-
-# Sums of squares for individual effects
- SS.model.group <- with (data, sum ((model.group - grand.mean)^ 2 ))
- SS.model.covar <- with (data, sum ((model.covar - grand.mean)^ 2 ))
-
- SS.covar <- SS.model - SS.model.group; SS.covar ## SS.covar corrected for group
+
SS.model <- with (data, sum ((model - grand.mean)^ 2 ))
+ SS.error <- with (data, sum ((extraversion - model)^ 2 ))
+
+# Sums of squares for individual effects
+ SS.model.group <- with (data, sum ((model.group - grand.mean)^ 2 ))
+ SS.model.covar <- with (data, sum ((model.covar - grand.mean)^ 2 ))
+
+ SS.covar <- SS.model - SS.model.group; SS.covar ## SS.covar corrected for group
-
[1] 121.8463
+
[1] 160.5173
-
SS.group <- SS.model - SS.model.covar; SS.group ## SS.group corrected for covar
+
SS.group <- SS.model - SS.model.covar; SS.group ## SS.group corrected for covar
-
[1] 54.65778
+
[1] 33.46307
@@ -713,32 +728,32 @@ Sums of squares
F-ratio
\(F = \frac{{MS}_{model}}{{MS}_{error}} = \frac{{SIGNAL}}{{NOISE}}\)
-
n <- 20
- k <- 3
- df.model <- k - 1
- df.error <- n - k - 1
-
- MS.model <- SS.group / df.model
- MS.error <- SS.error / df.error
-
- fStat <- MS.model / MS.error
- fStat
+
n <- 20
+ k <- 3
+ df.model <- k - 1
+ df.error <- n - k - 1
+
+ MS.model <- SS.group / df.model
+ MS.error <- SS.error / df.error
+
+ fStat <- MS.model / MS.error
+ fStat
-
[1] 21.74406
+
[1] 20.78339
\(P\) -value
-
library ("visualize" )
-visualize.f (fStat, df.model, df.error, section = "upper" )
+
library ("visualize" )
+visualize.f (fStat, df.model, df.error, section = "upper" )
-
+
Alpha & Power
-Power becomes quite abstract when we increase the complexity (i.e., number of predictors) of our models. We can make an F-distribution that symbolizes the alternative distribution by shifting the distribution more to the right (although the interpretability becomes pretty murky..) ::: {.cell} ::: {.cell-output-display} ::: :::
+Power becomes quite abstract when we increase the complexity (i.e., number of predictors) of our models. We can make an F-distribution that symbolizes the alternative distribution by shifting the distribution more to the right (although the interpretability becomes pretty murky..) ::: {.cell} ::: {.cell-output-display} ::: :::
Adjusted/marginal means
@@ -749,30 +764,30 @@ Adjusted/marginal means
Adjusted/marginal means
-
# Add dummy variables
- data$ dummy.1 <- ifelse (data$ nationality == "German" , 1 , 0 )
- data$ dummy.2 <- ifelse (data$ nationality == "Belgian" , 1 , 0 )
-
-# b coefficients
- b.cov <- fit$ coefficients["openness" ]; b.int = fit$ coefficients["(Intercept)" ]
- b.2 <- fit$ coefficients["nationalityGerman" ]; b.3 = fit$ coefficients["nationalityBelgian" ]
-
-# Adjustment factor for the means of the independent variable
- data$ mean.adj <- with (data, b.int + b.cov * mean (openness) + b.2 * dummy.1 + b.3 * dummy.2 )
-
-aggregate (mean.adj ~ nationality, data, mean)
+
# Add dummy variables
+ data$ dummy.1 <- ifelse (data$ nationality == "German" , 1 , 0 )
+ data$ dummy.2 <- ifelse (data$ nationality == "Belgian" , 1 , 0 )
+
+# b coefficients
+ b.cov <- fit$ coefficients["openness" ]; b.int = fit$ coefficients["(Intercept)" ]
+ b.2 <- fit$ coefficients["nationalityGerman" ]; b.3 = fit$ coefficients["nationalityBelgian" ]
+
+# Adjustment factor for the means of the independent variable
+ data$ mean.adj <- with (data, b.int + b.cov * mean (openness) + b.2 * dummy.1 + b.3 * dummy.2 )
+
+aggregate (mean.adj ~ nationality, data, mean)
nationality mean.adj
-1 Dutch 39.19740
-2 German 41.96675
-3 Belgian 43.37883
+1 Dutch 38.86557
+2 German 41.96471
+3 Belgian 42.63219
-
aggregate (outcome ~ nationality, data, mean)
+
aggregate (extraversion ~ nationality, data, mean)
-
nationality outcome
-1 Dutch 38.67000
-2 German 42.16625
-3 Belgian 43.79800
+
nationality extraversion
+1 Dutch 40.87000
+2 German 42.03889
+3 Belgian 41.39143
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/css/crosstalk.min.css b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/css/crosstalk.min.css
new file mode 100644
index 0000000..6b45382
--- /dev/null
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/css/crosstalk.min.css
@@ -0,0 +1 @@
+.container-fluid.crosstalk-bscols{margin-left:-30px;margin-right:-30px;white-space:normal}body>.container-fluid.crosstalk-bscols{margin-left:auto;margin-right:auto}.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:inline-block;padding-right:12px;vertical-align:top}@media only screen and (max-width: 480px){.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:block;padding-right:inherit}}.crosstalk-input{margin-bottom:15px}.crosstalk-input .control-label{margin-bottom:0;vertical-align:middle}.crosstalk-input input[type="checkbox"]{margin:4px 0 0;margin-top:1px;line-height:normal}.crosstalk-input .checkbox{position:relative;display:block;margin-top:10px;margin-bottom:10px}.crosstalk-input .checkbox>label{padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.crosstalk-input .checkbox input[type="checkbox"],.crosstalk-input .checkbox-inline input[type="checkbox"]{position:absolute;margin-top:2px;margin-left:-20px}.crosstalk-input .checkbox+.checkbox{margin-top:-5px}.crosstalk-input .checkbox-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.crosstalk-input .checkbox-inline+.checkbox-inline{margin-top:0;margin-left:10px}
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.js b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.js
new file mode 100644
index 0000000..fd9eb53
--- /dev/null
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.js
@@ -0,0 +1,1474 @@
+(function(){function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o b) {
+ return 1;
+ }
+}
+
+/**
+ * @private
+ */
+
+var FilterSet = function () {
+ function FilterSet() {
+ _classCallCheck(this, FilterSet);
+
+ this.reset();
+ }
+
+ _createClass(FilterSet, [{
+ key: "reset",
+ value: function reset() {
+ // Key: handle ID, Value: array of selected keys, or null
+ this._handles = {};
+ // Key: key string, Value: count of handles that include it
+ this._keys = {};
+ this._value = null;
+ this._activeHandles = 0;
+ }
+ }, {
+ key: "update",
+ value: function update(handleId, keys) {
+ if (keys !== null) {
+ keys = keys.slice(0); // clone before sorting
+ keys.sort(naturalComparator);
+ }
+
+ var _diffSortedLists = (0, _util.diffSortedLists)(this._handles[handleId], keys),
+ added = _diffSortedLists.added,
+ removed = _diffSortedLists.removed;
+
+ this._handles[handleId] = keys;
+
+ for (var i = 0; i < added.length; i++) {
+ this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;
+ }
+ for (var _i = 0; _i < removed.length; _i++) {
+ this._keys[removed[_i]]--;
+ }
+
+ this._updateValue(keys);
+ }
+
+ /**
+ * @param {string[]} keys Sorted array of strings that indicate
+ * a superset of possible keys.
+ * @private
+ */
+
+ }, {
+ key: "_updateValue",
+ value: function _updateValue() {
+ var keys = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : this._allKeys;
+
+ var handleCount = Object.keys(this._handles).length;
+ if (handleCount === 0) {
+ this._value = null;
+ } else {
+ this._value = [];
+ for (var i = 0; i < keys.length; i++) {
+ var count = this._keys[keys[i]];
+ if (count === handleCount) {
+ this._value.push(keys[i]);
+ }
+ }
+ }
+ }
+ }, {
+ key: "clear",
+ value: function clear(handleId) {
+ if (typeof this._handles[handleId] === "undefined") {
+ return;
+ }
+
+ var keys = this._handles[handleId];
+ if (!keys) {
+ keys = [];
+ }
+
+ for (var i = 0; i < keys.length; i++) {
+ this._keys[keys[i]]--;
+ }
+ delete this._handles[handleId];
+
+ this._updateValue();
+ }
+ }, {
+ key: "value",
+ get: function get() {
+ return this._value;
+ }
+ }, {
+ key: "_allKeys",
+ get: function get() {
+ var allKeys = Object.keys(this._keys);
+ allKeys.sort(naturalComparator);
+ return allKeys;
+ }
+ }]);
+
+ return FilterSet;
+}();
+
+exports.default = FilterSet;
+
+},{"./util":11}],4:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+exports.default = group;
+
+var _var2 = require("./var");
+
+var _var3 = _interopRequireDefault(_var2);
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+// Use a global so that multiple copies of crosstalk.js can be loaded and still
+// have groups behave as singletons across all copies.
+global.__crosstalk_groups = global.__crosstalk_groups || {};
+var groups = global.__crosstalk_groups;
+
+function group(groupName) {
+ if (groupName && typeof groupName === "string") {
+ if (!groups.hasOwnProperty(groupName)) {
+ groups[groupName] = new Group(groupName);
+ }
+ return groups[groupName];
+ } else if ((typeof groupName === "undefined" ? "undefined" : _typeof(groupName)) === "object" && groupName._vars && groupName.var) {
+ // Appears to already be a group object
+ return groupName;
+ } else if (Array.isArray(groupName) && groupName.length == 1 && typeof groupName[0] === "string") {
+ return group(groupName[0]);
+ } else {
+ throw new Error("Invalid groupName argument");
+ }
+}
+
+var Group = function () {
+ function Group(name) {
+ _classCallCheck(this, Group);
+
+ this.name = name;
+ this._vars = {};
+ }
+
+ _createClass(Group, [{
+ key: "var",
+ value: function _var(name) {
+ if (!name || typeof name !== "string") {
+ throw new Error("Invalid var name");
+ }
+
+ if (!this._vars.hasOwnProperty(name)) this._vars[name] = new _var3.default(this, name);
+ return this._vars[name];
+ }
+ }, {
+ key: "has",
+ value: function has(name) {
+ if (!name || typeof name !== "string") {
+ throw new Error("Invalid var name");
+ }
+
+ return this._vars.hasOwnProperty(name);
+ }
+ }]);
+
+ return Group;
+}();
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./var":12}],5:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _group = require("./group");
+
+var _group2 = _interopRequireDefault(_group);
+
+var _selection = require("./selection");
+
+var _filter = require("./filter");
+
+var _input = require("./input");
+
+require("./input_selectize");
+
+require("./input_checkboxgroup");
+
+require("./input_slider");
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+var defaultGroup = (0, _group2.default)("default");
+
+function var_(name) {
+ return defaultGroup.var(name);
+}
+
+function has(name) {
+ return defaultGroup.has(name);
+}
+
+if (global.Shiny) {
+ global.Shiny.addCustomMessageHandler("update-client-value", function (message) {
+ if (typeof message.group === "string") {
+ (0, _group2.default)(message.group).var(message.name).set(message.value);
+ } else {
+ var_(message.name).set(message.value);
+ }
+ });
+}
+
+var crosstalk = {
+ group: _group2.default,
+ var: var_,
+ has: has,
+ SelectionHandle: _selection.SelectionHandle,
+ FilterHandle: _filter.FilterHandle,
+ bind: _input.bind
+};
+
+/**
+ * @namespace crosstalk
+ */
+exports.default = crosstalk;
+
+global.crosstalk = crosstalk;
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./group":4,"./input":6,"./input_checkboxgroup":7,"./input_selectize":8,"./input_slider":9,"./selection":10}],6:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+exports.register = register;
+exports.bind = bind;
+var $ = global.jQuery;
+
+var bindings = {};
+
+function register(reg) {
+ bindings[reg.className] = reg;
+ if (global.document && global.document.readyState !== "complete") {
+ $(function () {
+ bind();
+ });
+ } else if (global.document) {
+ setTimeout(bind, 100);
+ }
+}
+
+function bind() {
+ Object.keys(bindings).forEach(function (className) {
+ var binding = bindings[className];
+ $("." + binding.className).not(".crosstalk-input-bound").each(function (i, el) {
+ bindInstance(binding, el);
+ });
+ });
+}
+
+// Escape jQuery identifier
+function $escape(val) {
+ return val.replace(/([!"#$%&'()*+,./:;<=>?@[\\\]^`{|}~])/g, "\\$1");
+}
+
+function bindEl(el) {
+ var $el = $(el);
+ Object.keys(bindings).forEach(function (className) {
+ if ($el.hasClass(className) && !$el.hasClass("crosstalk-input-bound")) {
+ var binding = bindings[className];
+ bindInstance(binding, el);
+ }
+ });
+}
+
+function bindInstance(binding, el) {
+ var jsonEl = $(el).find("script[type='application/json'][data-for='" + $escape(el.id) + "']");
+ var data = JSON.parse(jsonEl[0].innerText);
+
+ var instance = binding.factory(el, data);
+ $(el).data("crosstalk-instance", instance);
+ $(el).addClass("crosstalk-input-bound");
+}
+
+if (global.Shiny) {
+ var inputBinding = new global.Shiny.InputBinding();
+ var _$ = global.jQuery;
+ _$.extend(inputBinding, {
+ find: function find(scope) {
+ return _$(scope).find(".crosstalk-input");
+ },
+ initialize: function initialize(el) {
+ if (!_$(el).hasClass("crosstalk-input-bound")) {
+ bindEl(el);
+ }
+ },
+ getId: function getId(el) {
+ return el.id;
+ },
+ getValue: function getValue(el) {},
+ setValue: function setValue(el, value) {},
+ receiveMessage: function receiveMessage(el, data) {},
+ subscribe: function subscribe(el, callback) {
+ _$(el).data("crosstalk-instance").resume();
+ },
+ unsubscribe: function unsubscribe(el) {
+ _$(el).data("crosstalk-instance").suspend();
+ }
+ });
+ global.Shiny.inputBindings.register(inputBinding, "crosstalk.inputBinding");
+}
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{}],7:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+
+input.register({
+ className: "crosstalk-input-checkboxgroup",
+
+ factory: function factory(el, data) {
+ /*
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var lastKnownKeys = void 0;
+ var $el = $(el);
+ $el.on("change", "input[type='checkbox']", function () {
+ var checked = $el.find("input[type='checkbox']:checked");
+ if (checked.length === 0) {
+ lastKnownKeys = null;
+ ctHandle.clear();
+ } else {
+ var keys = {};
+ checked.each(function () {
+ data.map[this.value].forEach(function (key) {
+ keys[key] = true;
+ });
+ });
+ var keyArray = Object.keys(keys);
+ keyArray.sort();
+ lastKnownKeys = keyArray;
+ ctHandle.set(keyArray);
+ }
+ });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6}],8:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _util = require("./util");
+
+var util = _interopRequireWildcard(_util);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+
+input.register({
+ className: "crosstalk-input-select",
+
+ factory: function factory(el, data) {
+ /*
+ * items: {value: [...], label: [...]}
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+
+ var first = [{ value: "", label: "(All)" }];
+ var items = util.dataframeToD3(data.items);
+ var opts = {
+ options: first.concat(items),
+ valueField: "value",
+ labelField: "label",
+ searchField: "label"
+ };
+
+ var select = $(el).find("select")[0];
+
+ var selectize = $(select).selectize(opts)[0].selectize;
+
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var lastKnownKeys = void 0;
+ selectize.on("change", function () {
+ if (selectize.items.length === 0) {
+ lastKnownKeys = null;
+ ctHandle.clear();
+ } else {
+ var keys = {};
+ selectize.items.forEach(function (group) {
+ data.map[group].forEach(function (key) {
+ keys[key] = true;
+ });
+ });
+ var keyArray = Object.keys(keys);
+ keyArray.sort();
+ lastKnownKeys = keyArray;
+ ctHandle.set(keyArray);
+ }
+ });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6,"./util":11}],9:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _slicedToArray = function () { function sliceIterator(arr, i) { var _arr = []; var _n = true; var _d = false; var _e = undefined; try { for (var _i = arr[Symbol.iterator](), _s; !(_n = (_s = _i.next()).done); _n = true) { _arr.push(_s.value); if (i && _arr.length === i) break; } } catch (err) { _d = true; _e = err; } finally { try { if (!_n && _i["return"]) _i["return"](); } finally { if (_d) throw _e; } } return _arr; } return function (arr, i) { if (Array.isArray(arr)) { return arr; } else if (Symbol.iterator in Object(arr)) { return sliceIterator(arr, i); } else { throw new TypeError("Invalid attempt to destructure non-iterable instance"); } }; }();
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+var strftime = global.strftime;
+
+input.register({
+ className: "crosstalk-input-slider",
+
+ factory: function factory(el, data) {
+ /*
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var opts = {};
+ var $el = $(el).find("input");
+ var dataType = $el.data("data-type");
+ var timeFormat = $el.data("time-format");
+ var round = $el.data("round");
+ var timeFormatter = void 0;
+
+ // Set up formatting functions
+ if (dataType === "date") {
+ timeFormatter = strftime.utc();
+ opts.prettify = function (num) {
+ return timeFormatter(timeFormat, new Date(num));
+ };
+ } else if (dataType === "datetime") {
+ var timezone = $el.data("timezone");
+ if (timezone) timeFormatter = strftime.timezone(timezone);else timeFormatter = strftime;
+
+ opts.prettify = function (num) {
+ return timeFormatter(timeFormat, new Date(num));
+ };
+ } else if (dataType === "number") {
+ if (typeof round !== "undefined") opts.prettify = function (num) {
+ var factor = Math.pow(10, round);
+ return Math.round(num * factor) / factor;
+ };
+ }
+
+ $el.ionRangeSlider(opts);
+
+ function getValue() {
+ var result = $el.data("ionRangeSlider").result;
+
+ // Function for converting numeric value from slider to appropriate type.
+ var convert = void 0;
+ var dataType = $el.data("data-type");
+ if (dataType === "date") {
+ convert = function convert(val) {
+ return formatDateUTC(new Date(+val));
+ };
+ } else if (dataType === "datetime") {
+ convert = function convert(val) {
+ // Convert ms to s
+ return +val / 1000;
+ };
+ } else {
+ convert = function convert(val) {
+ return +val;
+ };
+ }
+
+ if ($el.data("ionRangeSlider").options.type === "double") {
+ return [convert(result.from), convert(result.to)];
+ } else {
+ return convert(result.from);
+ }
+ }
+
+ var lastKnownKeys = null;
+
+ $el.on("change.crosstalkSliderInput", function (event) {
+ if (!$el.data("updating") && !$el.data("animating")) {
+ var _getValue = getValue(),
+ _getValue2 = _slicedToArray(_getValue, 2),
+ from = _getValue2[0],
+ to = _getValue2[1];
+
+ var keys = [];
+ for (var i = 0; i < data.values.length; i++) {
+ var val = data.values[i];
+ if (val >= from && val <= to) {
+ keys.push(data.keys[i]);
+ }
+ }
+ keys.sort();
+ ctHandle.set(keys);
+ lastKnownKeys = keys;
+ }
+ });
+
+ // let $el = $(el);
+ // $el.on("change", "input[type="checkbox"]", function() {
+ // let checked = $el.find("input[type="checkbox"]:checked");
+ // if (checked.length === 0) {
+ // ctHandle.clear();
+ // } else {
+ // let keys = {};
+ // checked.each(function() {
+ // data.map[this.value].forEach(function(key) {
+ // keys[key] = true;
+ // });
+ // });
+ // let keyArray = Object.keys(keys);
+ // keyArray.sort();
+ // ctHandle.set(keyArray);
+ // }
+ // });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+// Convert a number to a string with leading zeros
+function padZeros(n, digits) {
+ var str = n.toString();
+ while (str.length < digits) {
+ str = "0" + str;
+ }return str;
+}
+
+// Given a Date object, return a string in yyyy-mm-dd format, using the
+// UTC date. This may be a day off from the date in the local time zone.
+function formatDateUTC(date) {
+ if (date instanceof Date) {
+ return date.getUTCFullYear() + "-" + padZeros(date.getUTCMonth() + 1, 2) + "-" + padZeros(date.getUTCDate(), 2);
+ } else {
+ return null;
+ }
+}
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6}],10:[function(require,module,exports){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+exports.SelectionHandle = undefined;
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _events = require("./events");
+
+var _events2 = _interopRequireDefault(_events);
+
+var _group = require("./group");
+
+var _group2 = _interopRequireDefault(_group);
+
+var _util = require("./util");
+
+var util = _interopRequireWildcard(_util);
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+/**
+ * Use this class to read and write (and listen for changes to) the selection
+ * for a Crosstalk group. This is intended to be used for linked brushing.
+ *
+ * If two (or more) `SelectionHandle` instances in the same webpage share the
+ * same group name, they will share the same state. Setting the selection using
+ * one `SelectionHandle` instance will result in the `value` property instantly
+ * changing across the others, and `"change"` event listeners on all instances
+ * (including the one that initiated the sending) will fire.
+ *
+ * @param {string} [group] - The name of the Crosstalk group, or if none,
+ * null or undefined (or any other falsy value). This can be changed later
+ * via the [SelectionHandle#setGroup](#setGroup) method.
+ * @param {Object} [extraInfo] - An object whose properties will be copied to
+ * the event object whenever an event is emitted.
+ */
+var SelectionHandle = exports.SelectionHandle = function () {
+ function SelectionHandle() {
+ var group = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : null;
+ var extraInfo = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : null;
+
+ _classCallCheck(this, SelectionHandle);
+
+ this._eventRelay = new _events2.default();
+ this._emitter = new util.SubscriptionTracker(this._eventRelay);
+
+ // Name of the group we're currently tracking, if any. Can change over time.
+ this._group = null;
+ // The Var we're currently tracking, if any. Can change over time.
+ this._var = null;
+ // The event handler subscription we currently have on var.on("change").
+ this._varOnChangeSub = null;
+
+ this._extraInfo = util.extend({ sender: this }, extraInfo);
+
+ this.setGroup(group);
+ }
+
+ /**
+ * Changes the Crosstalk group membership of this SelectionHandle. The group
+ * being switched away from (if any) will not have its selection value
+ * modified as a result of calling `setGroup`, even if this handle was the
+ * most recent handle to set the selection of the group.
+ *
+ * The group being switched to (if any) will also not have its selection value
+ * modified as a result of calling `setGroup`. If you want to set the
+ * selection value of the new group, call `set` explicitly.
+ *
+ * @param {string} group - The name of the Crosstalk group, or null (or
+ * undefined) to clear the group.
+ */
+
+
+ _createClass(SelectionHandle, [{
+ key: "setGroup",
+ value: function setGroup(group) {
+ var _this = this;
+
+ // If group is unchanged, do nothing
+ if (this._group === group) return;
+ // Treat null, undefined, and other falsy values the same
+ if (!this._group && !group) return;
+
+ if (this._var) {
+ this._var.off("change", this._varOnChangeSub);
+ this._var = null;
+ this._varOnChangeSub = null;
+ }
+
+ this._group = group;
+
+ if (group) {
+ this._var = (0, _group2.default)(group).var("selection");
+ var sub = this._var.on("change", function (e) {
+ _this._eventRelay.trigger("change", e, _this);
+ });
+ this._varOnChangeSub = sub;
+ }
+ }
+
+ /**
+ * Retrieves the current selection for the group represented by this
+ * `SelectionHandle`.
+ *
+ * - If no selection is active, then this value will be falsy.
+ * - If a selection is active, but no data points are selected, then this
+ * value will be an empty array.
+ * - If a selection is active, and data points are selected, then the keys
+ * of the selected data points will be present in the array.
+ */
+
+ }, {
+ key: "_mergeExtraInfo",
+
+
+ /**
+ * Combines the given `extraInfo` (if any) with the handle's default
+ * `_extraInfo` (if any).
+ * @private
+ */
+ value: function _mergeExtraInfo(extraInfo) {
+ // Important incidental effect: shallow clone is returned
+ return util.extend({}, this._extraInfo ? this._extraInfo : null, extraInfo ? extraInfo : null);
+ }
+
+ /**
+ * Overwrites the current selection for the group, and raises the `"change"`
+ * event among all of the group's '`SelectionHandle` instances (including
+ * this one).
+ *
+ * @fires SelectionHandle#change
+ * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see
+ * {@link SelectionHandle#value}).
+ * @param {Object} [extraInfo] - Extra properties to be included on the event
+ * object that's passed to listeners (in addition to any options that were
+ * passed into the `SelectionHandle` constructor).
+ */
+
+ }, {
+ key: "set",
+ value: function set(selectedKeys, extraInfo) {
+ if (this._var) this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));
+ }
+
+ /**
+ * Overwrites the current selection for the group, and raises the `"change"`
+ * event among all of the group's '`SelectionHandle` instances (including
+ * this one).
+ *
+ * @fires SelectionHandle#change
+ * @param {Object} [extraInfo] - Extra properties to be included on the event
+ * object that's passed to listeners (in addition to any that were passed
+ * into the `SelectionHandle` constructor).
+ */
+
+ }, {
+ key: "clear",
+ value: function clear(extraInfo) {
+ if (this._var) this.set(void 0, this._mergeExtraInfo(extraInfo));
+ }
+
+ /**
+ * Subscribes to events on this `SelectionHandle`.
+ *
+ * @param {string} eventType - Indicates the type of events to listen to.
+ * Currently, only `"change"` is supported.
+ * @param {SelectionHandle~listener} listener - The callback function that
+ * will be invoked when the event occurs.
+ * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel
+ * this subscription.
+ */
+
+ }, {
+ key: "on",
+ value: function on(eventType, listener) {
+ return this._emitter.on(eventType, listener);
+ }
+
+ /**
+ * Cancels event subscriptions created by {@link SelectionHandle#on}.
+ *
+ * @param {string} eventType - The type of event to unsubscribe.
+ * @param {string|SelectionHandle~listener} listener - Either the callback
+ * function previously passed into {@link SelectionHandle#on}, or the
+ * string that was returned from {@link SelectionHandle#on}.
+ */
+
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ return this._emitter.off(eventType, listener);
+ }
+
+ /**
+ * Shuts down the `SelectionHandle` object.
+ *
+ * Removes all event listeners that were added through this handle.
+ */
+
+ }, {
+ key: "close",
+ value: function close() {
+ this._emitter.removeAllListeners();
+ this.setGroup(null);
+ }
+ }, {
+ key: "value",
+ get: function get() {
+ return this._var ? this._var.get() : null;
+ }
+ }]);
+
+ return SelectionHandle;
+}();
+
+/**
+ * @callback SelectionHandle~listener
+ * @param {Object} event - An object containing details of the event. For
+ * `"change"` events, this includes the properties `value` (the new
+ * value of the selection, or `undefined` if no selection is active),
+ * `oldValue` (the previous value of the selection), and `sender` (the
+ * `SelectionHandle` instance that made the change).
+ */
+
+/**
+ * @event SelectionHandle#change
+ * @type {object}
+ * @property {object} value - The new value of the selection, or `undefined`
+ * if no selection is active.
+ * @property {object} oldValue - The previous value of the selection.
+ * @property {SelectionHandle} sender - The `SelectionHandle` instance that
+ * changed the value.
+ */
+
+},{"./events":1,"./group":4,"./util":11}],11:[function(require,module,exports){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+exports.extend = extend;
+exports.checkSorted = checkSorted;
+exports.diffSortedLists = diffSortedLists;
+exports.dataframeToD3 = dataframeToD3;
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+function extend(target) {
+ for (var _len = arguments.length, sources = Array(_len > 1 ? _len - 1 : 0), _key = 1; _key < _len; _key++) {
+ sources[_key - 1] = arguments[_key];
+ }
+
+ for (var i = 0; i < sources.length; i++) {
+ var src = sources[i];
+ if (typeof src === "undefined" || src === null) continue;
+
+ for (var key in src) {
+ if (src.hasOwnProperty(key)) {
+ target[key] = src[key];
+ }
+ }
+ }
+ return target;
+}
+
+function checkSorted(list) {
+ for (var i = 1; i < list.length; i++) {
+ if (list[i] <= list[i - 1]) {
+ throw new Error("List is not sorted or contains duplicate");
+ }
+ }
+}
+
+function diffSortedLists(a, b) {
+ var i_a = 0;
+ var i_b = 0;
+
+ if (!a) a = [];
+ if (!b) b = [];
+
+ var a_only = [];
+ var b_only = [];
+
+ checkSorted(a);
+ checkSorted(b);
+
+ while (i_a < a.length && i_b < b.length) {
+ if (a[i_a] === b[i_b]) {
+ i_a++;
+ i_b++;
+ } else if (a[i_a] < b[i_b]) {
+ a_only.push(a[i_a++]);
+ } else {
+ b_only.push(b[i_b++]);
+ }
+ }
+
+ if (i_a < a.length) a_only = a_only.concat(a.slice(i_a));
+ if (i_b < b.length) b_only = b_only.concat(b.slice(i_b));
+ return {
+ removed: a_only,
+ added: b_only
+ };
+}
+
+// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }
+// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]
+function dataframeToD3(df) {
+ var names = [];
+ var length = void 0;
+ for (var name in df) {
+ if (df.hasOwnProperty(name)) names.push(name);
+ if (_typeof(df[name]) !== "object" || typeof df[name].length === "undefined") {
+ throw new Error("All fields must be arrays");
+ } else if (typeof length !== "undefined" && length !== df[name].length) {
+ throw new Error("All fields must be arrays of the same length");
+ }
+ length = df[name].length;
+ }
+ var results = [];
+ var item = void 0;
+ for (var row = 0; row < length; row++) {
+ item = {};
+ for (var col = 0; col < names.length; col++) {
+ item[names[col]] = df[names[col]][row];
+ }
+ results.push(item);
+ }
+ return results;
+}
+
+/**
+ * Keeps track of all event listener additions/removals and lets all active
+ * listeners be removed with a single operation.
+ *
+ * @private
+ */
+
+var SubscriptionTracker = exports.SubscriptionTracker = function () {
+ function SubscriptionTracker(emitter) {
+ _classCallCheck(this, SubscriptionTracker);
+
+ this._emitter = emitter;
+ this._subs = {};
+ }
+
+ _createClass(SubscriptionTracker, [{
+ key: "on",
+ value: function on(eventType, listener) {
+ var sub = this._emitter.on(eventType, listener);
+ this._subs[sub] = eventType;
+ return sub;
+ }
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ var sub = this._emitter.off(eventType, listener);
+ if (sub) {
+ delete this._subs[sub];
+ }
+ return sub;
+ }
+ }, {
+ key: "removeAllListeners",
+ value: function removeAllListeners() {
+ var _this = this;
+
+ var current_subs = this._subs;
+ this._subs = {};
+ Object.keys(current_subs).forEach(function (sub) {
+ _this._emitter.off(current_subs[sub], sub);
+ });
+ }
+ }]);
+
+ return SubscriptionTracker;
+}();
+
+},{}],12:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _events = require("./events");
+
+var _events2 = _interopRequireDefault(_events);
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+var Var = function () {
+ function Var(group, name, /*optional*/value) {
+ _classCallCheck(this, Var);
+
+ this._group = group;
+ this._name = name;
+ this._value = value;
+ this._events = new _events2.default();
+ }
+
+ _createClass(Var, [{
+ key: "get",
+ value: function get() {
+ return this._value;
+ }
+ }, {
+ key: "set",
+ value: function set(value, /*optional*/event) {
+ if (this._value === value) {
+ // Do nothing; the value hasn't changed
+ return;
+ }
+ var oldValue = this._value;
+ this._value = value;
+ // Alert JavaScript listeners that the value has changed
+ var evt = {};
+ if (event && (typeof event === "undefined" ? "undefined" : _typeof(event)) === "object") {
+ for (var k in event) {
+ if (event.hasOwnProperty(k)) evt[k] = event[k];
+ }
+ }
+ evt.oldValue = oldValue;
+ evt.value = value;
+ this._events.trigger("change", evt, this);
+
+ // TODO: Make this extensible, to let arbitrary back-ends know that
+ // something has changed
+ if (global.Shiny && global.Shiny.onInputChange) {
+ global.Shiny.onInputChange(".clientValue-" + (this._group.name !== null ? this._group.name + "-" : "") + this._name, typeof value === "undefined" ? null : value);
+ }
+ }
+ }, {
+ key: "on",
+ value: function on(eventType, listener) {
+ return this._events.on(eventType, listener);
+ }
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ return this._events.off(eventType, listener);
+ }
+ }]);
+
+ return Var;
+}();
+
+exports.default = Var;
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./events":1}]},{},[5])
+//# sourceMappingURL=crosstalk.js.map
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.js.map b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.js.map
new file mode 100644
index 0000000..cff94f0
--- /dev/null
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.js.map
@@ -0,0 +1,37 @@
+{
+ "version": 3,
+ "sources": [
+ "node_modules/browser-pack/_prelude.js",
+ "javascript/src/events.js",
+ "javascript/src/filter.js",
+ "javascript/src/filterset.js",
+ "javascript/src/group.js",
+ "javascript/src/index.js",
+ "javascript/src/input.js",
+ "javascript/src/input_checkboxgroup.js",
+ "javascript/src/input_selectize.js",
+ "javascript/src/input_slider.js",
+ "javascript/src/selection.js",
+ "javascript/src/util.js",
+ "javascript/src/var.js"
+ ],
+ "names": [],
+ "mappings": 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+ "sourceRoot": "",
+ "sourcesContent": [
+ "(function(){function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require==\"function\"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error(\"Cannot find module '\"+o+\"'\");throw f.code=\"MODULE_NOT_FOUND\",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require==\"function\"&&require;for(var o=0;o {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Combine the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Close the handle. This clears this handle's contribution to the filter set,\n * and unsubscribes all event listeners.\n */\n close() {\n this._emitter.removeAllListeners();\n this.clear();\n this.setGroup(null);\n }\n\n /**\n * Clear this handle's contribution to the filter set.\n *\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n clear(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.clear(this._id);\n this._onChange(extraInfo);\n }\n\n /**\n * Set this handle's contribution to the filter set. This array should consist\n * of the keys of the rows that _should_ be displayed; any keys that are not\n * present in the array will be considered _filtered out_. Note that multiple\n * `FilterHandle` instances in the group may each contribute an array of keys,\n * and only those keys that appear in _all_ of the arrays make it through the\n * filter.\n *\n * @param {string[]} keys - Empty array, or array of keys. To clear the\n * filter, don't pass an empty array; instead, use the\n * {@link FilterHandle#clear} method.\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n set(keys, extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.update(this._id, keys);\n this._onChange(extraInfo);\n }\n\n /**\n * @return {string[]|null} - Either: 1) an array of keys that made it through\n * all of the `FilterHandle` instances, or, 2) `null`, which means no filter\n * is being applied (all data should be displayed).\n */\n get filteredKeys() {\n return this._filterSet ? this._filterSet.value : null;\n }\n\n /**\n * Subscribe to events on this `FilterHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {FilterHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link FilterHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancel event subscriptions created by {@link FilterHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|FilterHandle~listener} listener - Either the callback\n * function previously passed into {@link FilterHandle#on}, or the\n * string that was returned from {@link FilterHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n _onChange(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterVar.set(this._filterSet.value, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * @callback FilterHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the filter set, or `null` if no filter set is active),\n * `oldValue` (the previous value of the filter set), and `sender` (the\n * `FilterHandle` instance that made the change).\n */\n\n}\n\n/**\n * @event FilterHandle#change\n * @type {object}\n * @property {object} value - The new value of the filter set, or `null`\n * if no filter set is active.\n * @property {object} oldValue - The previous value of the filter set.\n * @property {FilterHandle} sender - The `FilterHandle` instance that\n * changed the value.\n */\n",
+ "import { diffSortedLists } from \"./util\";\n\nfunction naturalComparator(a, b) {\n if (a === b) {\n return 0;\n } else if (a < b) {\n return -1;\n } else if (a > b) {\n return 1;\n }\n}\n\n/**\n * @private\n */\nexport default class FilterSet {\n constructor() {\n this.reset();\n }\n\n reset() {\n // Key: handle ID, Value: array of selected keys, or null\n this._handles = {};\n // Key: key string, Value: count of handles that include it\n this._keys = {};\n this._value = null;\n this._activeHandles = 0;\n }\n\n get value() {\n return this._value;\n }\n\n update(handleId, keys) {\n if (keys !== null) {\n keys = keys.slice(0); // clone before sorting\n keys.sort(naturalComparator);\n }\n\n let {added, removed} = diffSortedLists(this._handles[handleId], keys);\n this._handles[handleId] = keys;\n\n for (let i = 0; i < added.length; i++) {\n this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;\n }\n for (let i = 0; i < removed.length; i++) {\n this._keys[removed[i]]--;\n }\n\n this._updateValue(keys);\n }\n\n /**\n * @param {string[]} keys Sorted array of strings that indicate\n * a superset of possible keys.\n * @private\n */\n _updateValue(keys = this._allKeys) {\n let handleCount = Object.keys(this._handles).length;\n if (handleCount === 0) {\n this._value = null;\n } else {\n this._value = [];\n for (let i = 0; i < keys.length; i++) {\n let count = this._keys[keys[i]];\n if (count === handleCount) {\n this._value.push(keys[i]);\n }\n }\n }\n }\n\n clear(handleId) {\n if (typeof(this._handles[handleId]) === \"undefined\") {\n return;\n }\n\n let keys = this._handles[handleId];\n if (!keys) {\n keys = [];\n }\n\n for (let i = 0; i < keys.length; i++) {\n this._keys[keys[i]]--;\n }\n delete this._handles[handleId];\n\n this._updateValue();\n }\n\n get _allKeys() {\n let allKeys = Object.keys(this._keys);\n allKeys.sort(naturalComparator);\n return allKeys;\n }\n}\n",
+ "import Var from \"./var\";\n\n// Use a global so that multiple copies of crosstalk.js can be loaded and still\n// have groups behave as singletons across all copies.\nglobal.__crosstalk_groups = global.__crosstalk_groups || {};\nlet groups = global.__crosstalk_groups;\n\nexport default function group(groupName) {\n if (groupName && typeof(groupName) === \"string\") {\n if (!groups.hasOwnProperty(groupName)) {\n groups[groupName] = new Group(groupName);\n }\n return groups[groupName];\n } else if (typeof(groupName) === \"object\" && groupName._vars && groupName.var) {\n // Appears to already be a group object\n return groupName;\n } else if (Array.isArray(groupName) &&\n groupName.length == 1 &&\n typeof(groupName[0]) === \"string\") {\n return group(groupName[0]);\n } else {\n throw new Error(\"Invalid groupName argument\");\n }\n}\n\nclass Group {\n constructor(name) {\n this.name = name;\n this._vars = {};\n }\n\n var(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n if (!this._vars.hasOwnProperty(name))\n this._vars[name] = new Var(this, name);\n return this._vars[name];\n }\n\n has(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n return this._vars.hasOwnProperty(name);\n }\n}\n",
+ "import group from \"./group\";\nimport { SelectionHandle } from \"./selection\";\nimport { FilterHandle } from \"./filter\";\nimport { bind } from \"./input\";\nimport \"./input_selectize\";\nimport \"./input_checkboxgroup\";\nimport \"./input_slider\";\n\nconst defaultGroup = group(\"default\");\n\nfunction var_(name) {\n return defaultGroup.var(name);\n}\n\nfunction has(name) {\n return defaultGroup.has(name);\n}\n\nif (global.Shiny) {\n global.Shiny.addCustomMessageHandler(\"update-client-value\", function(message) {\n if (typeof(message.group) === \"string\") {\n group(message.group).var(message.name).set(message.value);\n } else {\n var_(message.name).set(message.value);\n }\n });\n}\n\nconst crosstalk = {\n group: group,\n var: var_,\n has: has,\n SelectionHandle: SelectionHandle,\n FilterHandle: FilterHandle,\n bind: bind\n};\n\n/**\n * @namespace crosstalk\n */\nexport default crosstalk;\nglobal.crosstalk = crosstalk;\n",
+ "let $ = global.jQuery;\n\nlet bindings = {};\n\nexport function register(reg) {\n bindings[reg.className] = reg;\n if (global.document && global.document.readyState !== \"complete\") {\n $(() => {\n bind();\n });\n } else if (global.document) {\n setTimeout(bind, 100);\n }\n}\n\nexport function bind() {\n Object.keys(bindings).forEach(function(className) {\n let binding = bindings[className];\n $(\".\" + binding.className).not(\".crosstalk-input-bound\").each(function(i, el) {\n bindInstance(binding, el);\n });\n });\n}\n\n// Escape jQuery identifier\nfunction $escape(val) {\n return val.replace(/([!\"#$%&'()*+,./:;<=>?@[\\\\\\]^`{|}~])/g, \"\\\\$1\");\n}\n\nfunction bindEl(el) {\n let $el = $(el);\n Object.keys(bindings).forEach(function(className) {\n if ($el.hasClass(className) && !$el.hasClass(\"crosstalk-input-bound\")) {\n let binding = bindings[className];\n bindInstance(binding, el);\n }\n });\n}\n\nfunction bindInstance(binding, el) {\n let jsonEl = $(el).find(\"script[type='application/json'][data-for='\" + $escape(el.id) + \"']\");\n let data = JSON.parse(jsonEl[0].innerText);\n\n let instance = binding.factory(el, data);\n $(el).data(\"crosstalk-instance\", instance);\n $(el).addClass(\"crosstalk-input-bound\");\n}\n\nif (global.Shiny) {\n let inputBinding = new global.Shiny.InputBinding();\n let $ = global.jQuery;\n $.extend(inputBinding, {\n find: function(scope) {\n return $(scope).find(\".crosstalk-input\");\n },\n initialize: function(el) {\n if (!$(el).hasClass(\"crosstalk-input-bound\")) {\n bindEl(el);\n }\n },\n getId: function(el) {\n return el.id;\n },\n getValue: function(el) {\n\n },\n setValue: function(el, value) {\n\n },\n receiveMessage: function(el, data) {\n\n },\n subscribe: function(el, callback) {\n $(el).data(\"crosstalk-instance\").resume();\n },\n unsubscribe: function(el) {\n $(el).data(\"crosstalk-instance\").suspend();\n }\n });\n global.Shiny.inputBindings.register(inputBinding, \"crosstalk.inputBinding\");\n}\n",
+ "import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-checkboxgroup\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n let $el = $(el);\n $el.on(\"change\", \"input[type='checkbox']\", function() {\n let checked = $el.find(\"input[type='checkbox']:checked\");\n if (checked.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n checked.each(function() {\n data.map[this.value].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n",
+ "import * as input from \"./input\";\nimport * as util from \"./util\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-select\",\n\n factory: function(el, data) {\n /*\n * items: {value: [...], label: [...]}\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n\n let first = [{value: \"\", label: \"(All)\"}];\n let items = util.dataframeToD3(data.items);\n let opts = {\n options: first.concat(items),\n valueField: \"value\",\n labelField: \"label\",\n searchField: \"label\"\n };\n\n let select = $(el).find(\"select\")[0];\n\n let selectize = $(select).selectize(opts)[0].selectize;\n\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n selectize.on(\"change\", function() {\n if (selectize.items.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n selectize.items.forEach(function(group) {\n data.map[group].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n",
+ "import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\nlet strftime = global.strftime;\n\ninput.register({\n className: \"crosstalk-input-slider\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let opts = {};\n let $el = $(el).find(\"input\");\n let dataType = $el.data(\"data-type\");\n let timeFormat = $el.data(\"time-format\");\n let round = $el.data(\"round\");\n let timeFormatter;\n\n // Set up formatting functions\n if (dataType === \"date\") {\n timeFormatter = strftime.utc();\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n\n } else if (dataType === \"datetime\") {\n let timezone = $el.data(\"timezone\");\n if (timezone)\n timeFormatter = strftime.timezone(timezone);\n else\n timeFormatter = strftime;\n\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n } else if (dataType === \"number\") {\n if (typeof round !== \"undefined\")\n opts.prettify = function(num) {\n let factor = Math.pow(10, round);\n return Math.round(num * factor) / factor;\n };\n }\n\n $el.ionRangeSlider(opts);\n\n function getValue() {\n let result = $el.data(\"ionRangeSlider\").result;\n\n // Function for converting numeric value from slider to appropriate type.\n let convert;\n let dataType = $el.data(\"data-type\");\n if (dataType === \"date\") {\n convert = function(val) {\n return formatDateUTC(new Date(+val));\n };\n } else if (dataType === \"datetime\") {\n convert = function(val) {\n // Convert ms to s\n return +val / 1000;\n };\n } else {\n convert = function(val) { return +val; };\n }\n\n if ($el.data(\"ionRangeSlider\").options.type === \"double\") {\n return [convert(result.from), convert(result.to)];\n } else {\n return convert(result.from);\n }\n }\n\n let lastKnownKeys = null;\n\n $el.on(\"change.crosstalkSliderInput\", function(event) {\n if (!$el.data(\"updating\") && !$el.data(\"animating\")) {\n let [from, to] = getValue();\n let keys = [];\n for (let i = 0; i < data.values.length; i++) {\n let val = data.values[i];\n if (val >= from && val <= to) {\n keys.push(data.keys[i]);\n }\n }\n keys.sort();\n ctHandle.set(keys);\n lastKnownKeys = keys;\n }\n });\n\n\n // let $el = $(el);\n // $el.on(\"change\", \"input[type=\"checkbox\"]\", function() {\n // let checked = $el.find(\"input[type=\"checkbox\"]:checked\");\n // if (checked.length === 0) {\n // ctHandle.clear();\n // } else {\n // let keys = {};\n // checked.each(function() {\n // data.map[this.value].forEach(function(key) {\n // keys[key] = true;\n // });\n // });\n // let keyArray = Object.keys(keys);\n // keyArray.sort();\n // ctHandle.set(keyArray);\n // }\n // });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n\n\n// Convert a number to a string with leading zeros\nfunction padZeros(n, digits) {\n let str = n.toString();\n while (str.length < digits)\n str = \"0\" + str;\n return str;\n}\n\n// Given a Date object, return a string in yyyy-mm-dd format, using the\n// UTC date. This may be a day off from the date in the local time zone.\nfunction formatDateUTC(date) {\n if (date instanceof Date) {\n return date.getUTCFullYear() + \"-\" +\n padZeros(date.getUTCMonth()+1, 2) + \"-\" +\n padZeros(date.getUTCDate(), 2);\n\n } else {\n return null;\n }\n}\n",
+ "import Events from \"./events\";\nimport grp from \"./group\";\nimport * as util from \"./util\";\n\n/**\n * Use this class to read and write (and listen for changes to) the selection\n * for a Crosstalk group. This is intended to be used for linked brushing.\n *\n * If two (or more) `SelectionHandle` instances in the same webpage share the\n * same group name, they will share the same state. Setting the selection using\n * one `SelectionHandle` instance will result in the `value` property instantly\n * changing across the others, and `\"change\"` event listeners on all instances\n * (including the one that initiated the sending) will fire.\n *\n * @param {string} [group] - The name of the Crosstalk group, or if none,\n * null or undefined (or any other falsy value). This can be changed later\n * via the [SelectionHandle#setGroup](#setGroup) method.\n * @param {Object} [extraInfo] - An object whose properties will be copied to\n * the event object whenever an event is emitted.\n */\nexport class SelectionHandle {\n\n constructor(group = null, extraInfo = null) {\n this._eventRelay = new Events();\n this._emitter = new util.SubscriptionTracker(this._eventRelay);\n\n // Name of the group we're currently tracking, if any. Can change over time.\n this._group = null;\n // The Var we're currently tracking, if any. Can change over time.\n this._var = null;\n // The event handler subscription we currently have on var.on(\"change\").\n this._varOnChangeSub = null;\n\n this._extraInfo = util.extend({ sender: this }, extraInfo);\n\n this.setGroup(group);\n }\n\n /**\n * Changes the Crosstalk group membership of this SelectionHandle. The group\n * being switched away from (if any) will not have its selection value\n * modified as a result of calling `setGroup`, even if this handle was the\n * most recent handle to set the selection of the group.\n *\n * The group being switched to (if any) will also not have its selection value\n * modified as a result of calling `setGroup`. If you want to set the\n * selection value of the new group, call `set` explicitly.\n *\n * @param {string} group - The name of the Crosstalk group, or null (or\n * undefined) to clear the group.\n */\n setGroup(group) {\n // If group is unchanged, do nothing\n if (this._group === group)\n return;\n // Treat null, undefined, and other falsy values the same\n if (!this._group && !group)\n return;\n\n if (this._var) {\n this._var.off(\"change\", this._varOnChangeSub);\n this._var = null;\n this._varOnChangeSub = null;\n }\n\n this._group = group;\n\n if (group) {\n this._var = grp(group).var(\"selection\");\n let sub = this._var.on(\"change\", (e) => {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Retrieves the current selection for the group represented by this\n * `SelectionHandle`.\n *\n * - If no selection is active, then this value will be falsy.\n * - If a selection is active, but no data points are selected, then this\n * value will be an empty array.\n * - If a selection is active, and data points are selected, then the keys\n * of the selected data points will be present in the array.\n */\n get value() {\n return this._var ? this._var.get() : null;\n }\n\n /**\n * Combines the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n // Important incidental effect: shallow clone is returned\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see\n * {@link SelectionHandle#value}).\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `SelectionHandle` constructor).\n */\n set(selectedKeys, extraInfo) {\n if (this._var)\n this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any that were passed\n * into the `SelectionHandle` constructor).\n */\n clear(extraInfo) {\n if (this._var)\n this.set(void 0, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Subscribes to events on this `SelectionHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {SelectionHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancels event subscriptions created by {@link SelectionHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|SelectionHandle~listener} listener - Either the callback\n * function previously passed into {@link SelectionHandle#on}, or the\n * string that was returned from {@link SelectionHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n /**\n * Shuts down the `SelectionHandle` object.\n *\n * Removes all event listeners that were added through this handle.\n */\n close() {\n this._emitter.removeAllListeners();\n this.setGroup(null);\n }\n}\n\n/**\n * @callback SelectionHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the selection, or `undefined` if no selection is active),\n * `oldValue` (the previous value of the selection), and `sender` (the\n * `SelectionHandle` instance that made the change).\n */\n\n/**\n * @event SelectionHandle#change\n * @type {object}\n * @property {object} value - The new value of the selection, or `undefined`\n * if no selection is active.\n * @property {object} oldValue - The previous value of the selection.\n * @property {SelectionHandle} sender - The `SelectionHandle` instance that\n * changed the value.\n */\n",
+ "export function extend(target, ...sources) {\n for (let i = 0; i < sources.length; i++) {\n let src = sources[i];\n if (typeof(src) === \"undefined\" || src === null)\n continue;\n\n for (let key in src) {\n if (src.hasOwnProperty(key)) {\n target[key] = src[key];\n }\n }\n }\n return target;\n}\n\nexport function checkSorted(list) {\n for (let i = 1; i < list.length; i++) {\n if (list[i] <= list[i-1]) {\n throw new Error(\"List is not sorted or contains duplicate\");\n }\n }\n}\n\nexport function diffSortedLists(a, b) {\n let i_a = 0;\n let i_b = 0;\n\n if (!a) a = [];\n if (!b) b = [];\n\n let a_only = [];\n let b_only = [];\n\n checkSorted(a);\n checkSorted(b);\n\n while (i_a < a.length && i_b < b.length) {\n if (a[i_a] === b[i_b]) {\n i_a++;\n i_b++;\n } else if (a[i_a] < b[i_b]) {\n a_only.push(a[i_a++]);\n } else {\n b_only.push(b[i_b++]);\n }\n }\n\n if (i_a < a.length)\n a_only = a_only.concat(a.slice(i_a));\n if (i_b < b.length)\n b_only = b_only.concat(b.slice(i_b));\n return {\n removed: a_only,\n added: b_only\n };\n}\n\n// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }\n// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]\nexport function dataframeToD3(df) {\n let names = [];\n let length;\n for (let name in df) {\n if (df.hasOwnProperty(name))\n names.push(name);\n if (typeof(df[name]) !== \"object\" || typeof(df[name].length) === \"undefined\") {\n throw new Error(\"All fields must be arrays\");\n } else if (typeof(length) !== \"undefined\" && length !== df[name].length) {\n throw new Error(\"All fields must be arrays of the same length\");\n }\n length = df[name].length;\n }\n let results = [];\n let item;\n for (let row = 0; row < length; row++) {\n item = {};\n for (let col = 0; col < names.length; col++) {\n item[names[col]] = df[names[col]][row];\n }\n results.push(item);\n }\n return results;\n}\n\n/**\n * Keeps track of all event listener additions/removals and lets all active\n * listeners be removed with a single operation.\n *\n * @private\n */\nexport class SubscriptionTracker {\n constructor(emitter) {\n this._emitter = emitter;\n this._subs = {};\n }\n\n on(eventType, listener) {\n let sub = this._emitter.on(eventType, listener);\n this._subs[sub] = eventType;\n return sub;\n }\n\n off(eventType, listener) {\n let sub = this._emitter.off(eventType, listener);\n if (sub) {\n delete this._subs[sub];\n }\n return sub;\n }\n\n removeAllListeners() {\n let current_subs = this._subs;\n this._subs = {};\n Object.keys(current_subs).forEach((sub) => {\n this._emitter.off(current_subs[sub], sub);\n });\n }\n}\n",
+ "import Events from \"./events\";\n\nexport default class Var {\n constructor(group, name, /*optional*/ value) {\n this._group = group;\n this._name = name;\n this._value = value;\n this._events = new Events();\n }\n\n get() {\n return this._value;\n }\n\n set(value, /*optional*/ event) {\n if (this._value === value) {\n // Do nothing; the value hasn't changed\n return;\n }\n let oldValue = this._value;\n this._value = value;\n // Alert JavaScript listeners that the value has changed\n let evt = {};\n if (event && typeof(event) === \"object\") {\n for (let k in event) {\n if (event.hasOwnProperty(k))\n evt[k] = event[k];\n }\n }\n evt.oldValue = oldValue;\n evt.value = value;\n this._events.trigger(\"change\", evt, this);\n\n // TODO: Make this extensible, to let arbitrary back-ends know that\n // something has changed\n if (global.Shiny && global.Shiny.onInputChange) {\n global.Shiny.onInputChange(\n \".clientValue-\" +\n (this._group.name !== null ? this._group.name + \"-\" : \"\") +\n this._name,\n typeof(value) === \"undefined\" ? null : value\n );\n }\n }\n\n on(eventType, listener) {\n return this._events.on(eventType, listener);\n }\n\n off(eventType, listener) {\n return this._events.off(eventType, listener);\n }\n}\n"
+ ]
+}
\ No newline at end of file
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.min.js b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.min.js
new file mode 100644
index 0000000..b7ec0ac
--- /dev/null
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/js/crosstalk.min.js
@@ -0,0 +1,2 @@
+!function o(u,a,l){function s(n,e){if(!a[n]){if(!u[n]){var t="function"==typeof require&&require;if(!e&&t)return t(n,!0);if(f)return f(n,!0);var r=new Error("Cannot find module '"+n+"'");throw r.code="MODULE_NOT_FOUND",r}var i=a[n]={exports:{}};u[n][0].call(i.exports,function(e){var t=u[n][1][e];return s(t||e)},i,i.exports,o,u,a,l)}return a[n].exports}for(var f="function"==typeof require&&require,e=0;e?@[\\\]^`{|}~])/g,"\\$1")+"']"),r=JSON.parse(n[0].innerText),i=e.factory(t,r);o(t).data("crosstalk-instance",i),o(t).addClass("crosstalk-input-bound")}if(t.Shiny){var e=new t.Shiny.InputBinding,u=t.jQuery;u.extend(e,{find:function(e){return u(e).find(".crosstalk-input")},initialize:function(e){var t,n;u(e).hasClass("crosstalk-input-bound")||(n=o(t=e),Object.keys(r).forEach(function(e){n.hasClass(e)&&!n.hasClass("crosstalk-input-bound")&&i(r[e],t)}))},getId:function(e){return e.id},getValue:function(e){},setValue:function(e,t){},receiveMessage:function(e,t){},subscribe:function(e,t){u(e).data("crosstalk-instance").resume()},unsubscribe:function(e){u(e).data("crosstalk-instance").suspend()}}),t.Shiny.inputBindings.register(e,"crosstalk.inputBinding")}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{}],7:[function(r,e,t){(function(e){"use strict";var t=function(e){{if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}}(r("./input")),n=r("./filter");var a=e.jQuery;t.register({className:"crosstalk-input-checkboxgroup",factory:function(e,r){var i=new n.FilterHandle(r.group),o=void 0,u=a(e);return u.on("change","input[type='checkbox']",function(){var e=u.find("input[type='checkbox']:checked");if(0===e.length)o=null,i.clear();else{var t={};e.each(function(){r.map[this.value].forEach(function(e){t[e]=!0})});var n=Object.keys(t);n.sort(),o=n,i.set(n)}}),{suspend:function(){i.clear()},resume:function(){o&&i.set(o)}}}})}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./filter":2,"./input":6}],8:[function(r,e,t){(function(e){"use strict";var t=n(r("./input")),l=n(r("./util")),s=r("./filter");function n(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}var f=e.jQuery;t.register({className:"crosstalk-input-select",factory:function(e,n){var t=l.dataframeToD3(n.items),r={options:[{value:"",label:"(All)"}].concat(t),valueField:"value",labelField:"label",searchField:"label"},i=f(e).find("select")[0],o=f(i).selectize(r)[0].selectize,u=new s.FilterHandle(n.group),a=void 0;return o.on("change",function(){if(0===o.items.length)a=null,u.clear();else{var t={};o.items.forEach(function(e){n.map[e].forEach(function(e){t[e]=!0})});var e=Object.keys(t);e.sort(),a=e,u.set(e)}}),{suspend:function(){u.clear()},resume:function(){a&&u.set(a)}}}})}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./filter":2,"./input":6,"./util":11}],9:[function(n,e,t){(function(e){"use strict";var d=function(e,t){if(Array.isArray(e))return e;if(Symbol.iterator in Object(e))return function(e,t){var n=[],r=!0,i=!1,o=void 0;try{for(var u,a=e[Symbol.iterator]();!(r=(u=a.next()).done)&&(n.push(u.value),!t||n.length!==t);r=!0);}catch(e){i=!0,o=e}finally{try{!r&&a.return&&a.return()}finally{if(i)throw o}}return n}(e,t);throw new TypeError("Invalid attempt to destructure non-iterable instance")},t=function(e){{if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}}(n("./input")),a=n("./filter");var v=e.jQuery,p=e.strftime;function y(e,t){for(var n=e.toString();n.length {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Combine the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Close the handle. This clears this handle's contribution to the filter set,\n * and unsubscribes all event listeners.\n */\n close() {\n this._emitter.removeAllListeners();\n this.clear();\n this.setGroup(null);\n }\n\n /**\n * Clear this handle's contribution to the filter set.\n *\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n clear(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.clear(this._id);\n this._onChange(extraInfo);\n }\n\n /**\n * Set this handle's contribution to the filter set. This array should consist\n * of the keys of the rows that _should_ be displayed; any keys that are not\n * present in the array will be considered _filtered out_. Note that multiple\n * `FilterHandle` instances in the group may each contribute an array of keys,\n * and only those keys that appear in _all_ of the arrays make it through the\n * filter.\n *\n * @param {string[]} keys - Empty array, or array of keys. To clear the\n * filter, don't pass an empty array; instead, use the\n * {@link FilterHandle#clear} method.\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n set(keys, extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.update(this._id, keys);\n this._onChange(extraInfo);\n }\n\n /**\n * @return {string[]|null} - Either: 1) an array of keys that made it through\n * all of the `FilterHandle` instances, or, 2) `null`, which means no filter\n * is being applied (all data should be displayed).\n */\n get filteredKeys() {\n return this._filterSet ? this._filterSet.value : null;\n }\n\n /**\n * Subscribe to events on this `FilterHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {FilterHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link FilterHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancel event subscriptions created by {@link FilterHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|FilterHandle~listener} listener - Either the callback\n * function previously passed into {@link FilterHandle#on}, or the\n * string that was returned from {@link FilterHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n _onChange(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterVar.set(this._filterSet.value, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * @callback FilterHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the filter set, or `null` if no filter set is active),\n * `oldValue` (the previous value of the filter set), and `sender` (the\n * `FilterHandle` instance that made the change).\n */\n\n}\n\n/**\n * @event FilterHandle#change\n * @type {object}\n * @property {object} value - The new value of the filter set, or `null`\n * if no filter set is active.\n * @property {object} oldValue - The previous value of the filter set.\n * @property {FilterHandle} sender - The `FilterHandle` instance that\n * changed the value.\n */\n","import { diffSortedLists } from \"./util\";\n\nfunction naturalComparator(a, b) {\n if (a === b) {\n return 0;\n } else if (a < b) {\n return -1;\n } else if (a > b) {\n return 1;\n }\n}\n\n/**\n * @private\n */\nexport default class FilterSet {\n constructor() {\n this.reset();\n }\n\n reset() {\n // Key: handle ID, Value: array of selected keys, or null\n this._handles = {};\n // Key: key string, Value: count of handles that include it\n this._keys = {};\n this._value = null;\n this._activeHandles = 0;\n }\n\n get value() {\n return this._value;\n }\n\n update(handleId, keys) {\n if (keys !== null) {\n keys = keys.slice(0); // clone before sorting\n keys.sort(naturalComparator);\n }\n\n let {added, removed} = diffSortedLists(this._handles[handleId], keys);\n this._handles[handleId] = keys;\n\n for (let i = 0; i < added.length; i++) {\n this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;\n }\n for (let i = 0; i < removed.length; i++) {\n this._keys[removed[i]]--;\n }\n\n this._updateValue(keys);\n }\n\n /**\n * @param {string[]} keys Sorted array of strings that indicate\n * a superset of possible keys.\n * @private\n */\n _updateValue(keys = this._allKeys) {\n let handleCount = Object.keys(this._handles).length;\n if (handleCount === 0) {\n this._value = null;\n } else {\n this._value = [];\n for (let i = 0; i < keys.length; i++) {\n let count = this._keys[keys[i]];\n if (count === handleCount) {\n this._value.push(keys[i]);\n }\n }\n }\n }\n\n clear(handleId) {\n if (typeof(this._handles[handleId]) === \"undefined\") {\n return;\n }\n\n let keys = this._handles[handleId];\n if (!keys) {\n keys = [];\n }\n\n for (let i = 0; i < keys.length; i++) {\n this._keys[keys[i]]--;\n }\n delete this._handles[handleId];\n\n this._updateValue();\n }\n\n get _allKeys() {\n let allKeys = Object.keys(this._keys);\n allKeys.sort(naturalComparator);\n return allKeys;\n }\n}\n","import Var from \"./var\";\n\n// Use a global so that multiple copies of crosstalk.js can be loaded and still\n// have groups behave as singletons across all copies.\nglobal.__crosstalk_groups = global.__crosstalk_groups || {};\nlet groups = global.__crosstalk_groups;\n\nexport default function group(groupName) {\n if (groupName && typeof(groupName) === \"string\") {\n if (!groups.hasOwnProperty(groupName)) {\n groups[groupName] = new Group(groupName);\n }\n return groups[groupName];\n } else if (typeof(groupName) === \"object\" && groupName._vars && groupName.var) {\n // Appears to already be a group object\n return groupName;\n } else if (Array.isArray(groupName) &&\n groupName.length == 1 &&\n typeof(groupName[0]) === \"string\") {\n return group(groupName[0]);\n } else {\n throw new Error(\"Invalid groupName argument\");\n }\n}\n\nclass Group {\n constructor(name) {\n this.name = name;\n this._vars = {};\n }\n\n var(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n if (!this._vars.hasOwnProperty(name))\n this._vars[name] = new Var(this, name);\n return this._vars[name];\n }\n\n has(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n return this._vars.hasOwnProperty(name);\n }\n}\n","import group from \"./group\";\nimport { SelectionHandle } from \"./selection\";\nimport { FilterHandle } from \"./filter\";\nimport { bind } from \"./input\";\nimport \"./input_selectize\";\nimport \"./input_checkboxgroup\";\nimport \"./input_slider\";\n\nconst defaultGroup = group(\"default\");\n\nfunction var_(name) {\n return defaultGroup.var(name);\n}\n\nfunction has(name) {\n return defaultGroup.has(name);\n}\n\nif (global.Shiny) {\n global.Shiny.addCustomMessageHandler(\"update-client-value\", function(message) {\n if (typeof(message.group) === \"string\") {\n group(message.group).var(message.name).set(message.value);\n } else {\n var_(message.name).set(message.value);\n }\n });\n}\n\nconst crosstalk = {\n group: group,\n var: var_,\n has: has,\n SelectionHandle: SelectionHandle,\n FilterHandle: FilterHandle,\n bind: bind\n};\n\n/**\n * @namespace crosstalk\n */\nexport default crosstalk;\nglobal.crosstalk = crosstalk;\n","let $ = global.jQuery;\n\nlet bindings = {};\n\nexport function register(reg) {\n bindings[reg.className] = reg;\n if (global.document && global.document.readyState !== \"complete\") {\n $(() => {\n bind();\n });\n } else if (global.document) {\n setTimeout(bind, 100);\n }\n}\n\nexport function bind() {\n Object.keys(bindings).forEach(function(className) {\n let binding = bindings[className];\n $(\".\" + binding.className).not(\".crosstalk-input-bound\").each(function(i, el) {\n bindInstance(binding, el);\n });\n });\n}\n\n// Escape jQuery identifier\nfunction $escape(val) {\n return val.replace(/([!\"#$%&'()*+,./:;<=>?@[\\\\\\]^`{|}~])/g, \"\\\\$1\");\n}\n\nfunction bindEl(el) {\n let $el = $(el);\n Object.keys(bindings).forEach(function(className) {\n if ($el.hasClass(className) && !$el.hasClass(\"crosstalk-input-bound\")) {\n let binding = bindings[className];\n bindInstance(binding, el);\n }\n });\n}\n\nfunction bindInstance(binding, el) {\n let jsonEl = $(el).find(\"script[type='application/json'][data-for='\" + $escape(el.id) + \"']\");\n let data = JSON.parse(jsonEl[0].innerText);\n\n let instance = binding.factory(el, data);\n $(el).data(\"crosstalk-instance\", instance);\n $(el).addClass(\"crosstalk-input-bound\");\n}\n\nif (global.Shiny) {\n let inputBinding = new global.Shiny.InputBinding();\n let $ = global.jQuery;\n $.extend(inputBinding, {\n find: function(scope) {\n return $(scope).find(\".crosstalk-input\");\n },\n initialize: function(el) {\n if (!$(el).hasClass(\"crosstalk-input-bound\")) {\n bindEl(el);\n }\n },\n getId: function(el) {\n return el.id;\n },\n getValue: function(el) {\n\n },\n setValue: function(el, value) {\n\n },\n receiveMessage: function(el, data) {\n\n },\n subscribe: function(el, callback) {\n $(el).data(\"crosstalk-instance\").resume();\n },\n unsubscribe: function(el) {\n $(el).data(\"crosstalk-instance\").suspend();\n }\n });\n global.Shiny.inputBindings.register(inputBinding, \"crosstalk.inputBinding\");\n}\n","import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-checkboxgroup\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n let $el = $(el);\n $el.on(\"change\", \"input[type='checkbox']\", function() {\n let checked = $el.find(\"input[type='checkbox']:checked\");\n if (checked.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n checked.each(function() {\n data.map[this.value].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n","import * as input from \"./input\";\nimport * as util from \"./util\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-select\",\n\n factory: function(el, data) {\n /*\n * items: {value: [...], label: [...]}\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n\n let first = [{value: \"\", label: \"(All)\"}];\n let items = util.dataframeToD3(data.items);\n let opts = {\n options: first.concat(items),\n valueField: \"value\",\n labelField: \"label\",\n searchField: \"label\"\n };\n\n let select = $(el).find(\"select\")[0];\n\n let selectize = $(select).selectize(opts)[0].selectize;\n\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n selectize.on(\"change\", function() {\n if (selectize.items.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n selectize.items.forEach(function(group) {\n data.map[group].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n","import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\nlet strftime = global.strftime;\n\ninput.register({\n className: \"crosstalk-input-slider\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let opts = {};\n let $el = $(el).find(\"input\");\n let dataType = $el.data(\"data-type\");\n let timeFormat = $el.data(\"time-format\");\n let round = $el.data(\"round\");\n let timeFormatter;\n\n // Set up formatting functions\n if (dataType === \"date\") {\n timeFormatter = strftime.utc();\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n\n } else if (dataType === \"datetime\") {\n let timezone = $el.data(\"timezone\");\n if (timezone)\n timeFormatter = strftime.timezone(timezone);\n else\n timeFormatter = strftime;\n\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n } else if (dataType === \"number\") {\n if (typeof round !== \"undefined\")\n opts.prettify = function(num) {\n let factor = Math.pow(10, round);\n return Math.round(num * factor) / factor;\n };\n }\n\n $el.ionRangeSlider(opts);\n\n function getValue() {\n let result = $el.data(\"ionRangeSlider\").result;\n\n // Function for converting numeric value from slider to appropriate type.\n let convert;\n let dataType = $el.data(\"data-type\");\n if (dataType === \"date\") {\n convert = function(val) {\n return formatDateUTC(new Date(+val));\n };\n } else if (dataType === \"datetime\") {\n convert = function(val) {\n // Convert ms to s\n return +val / 1000;\n };\n } else {\n convert = function(val) { return +val; };\n }\n\n if ($el.data(\"ionRangeSlider\").options.type === \"double\") {\n return [convert(result.from), convert(result.to)];\n } else {\n return convert(result.from);\n }\n }\n\n let lastKnownKeys = null;\n\n $el.on(\"change.crosstalkSliderInput\", function(event) {\n if (!$el.data(\"updating\") && !$el.data(\"animating\")) {\n let [from, to] = getValue();\n let keys = [];\n for (let i = 0; i < data.values.length; i++) {\n let val = data.values[i];\n if (val >= from && val <= to) {\n keys.push(data.keys[i]);\n }\n }\n keys.sort();\n ctHandle.set(keys);\n lastKnownKeys = keys;\n }\n });\n\n\n // let $el = $(el);\n // $el.on(\"change\", \"input[type=\"checkbox\"]\", function() {\n // let checked = $el.find(\"input[type=\"checkbox\"]:checked\");\n // if (checked.length === 0) {\n // ctHandle.clear();\n // } else {\n // let keys = {};\n // checked.each(function() {\n // data.map[this.value].forEach(function(key) {\n // keys[key] = true;\n // });\n // });\n // let keyArray = Object.keys(keys);\n // keyArray.sort();\n // ctHandle.set(keyArray);\n // }\n // });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n\n\n// Convert a number to a string with leading zeros\nfunction padZeros(n, digits) {\n let str = n.toString();\n while (str.length < digits)\n str = \"0\" + str;\n return str;\n}\n\n// Given a Date object, return a string in yyyy-mm-dd format, using the\n// UTC date. This may be a day off from the date in the local time zone.\nfunction formatDateUTC(date) {\n if (date instanceof Date) {\n return date.getUTCFullYear() + \"-\" +\n padZeros(date.getUTCMonth()+1, 2) + \"-\" +\n padZeros(date.getUTCDate(), 2);\n\n } else {\n return null;\n }\n}\n","import Events from \"./events\";\nimport grp from \"./group\";\nimport * as util from \"./util\";\n\n/**\n * Use this class to read and write (and listen for changes to) the selection\n * for a Crosstalk group. This is intended to be used for linked brushing.\n *\n * If two (or more) `SelectionHandle` instances in the same webpage share the\n * same group name, they will share the same state. Setting the selection using\n * one `SelectionHandle` instance will result in the `value` property instantly\n * changing across the others, and `\"change\"` event listeners on all instances\n * (including the one that initiated the sending) will fire.\n *\n * @param {string} [group] - The name of the Crosstalk group, or if none,\n * null or undefined (or any other falsy value). This can be changed later\n * via the [SelectionHandle#setGroup](#setGroup) method.\n * @param {Object} [extraInfo] - An object whose properties will be copied to\n * the event object whenever an event is emitted.\n */\nexport class SelectionHandle {\n\n constructor(group = null, extraInfo = null) {\n this._eventRelay = new Events();\n this._emitter = new util.SubscriptionTracker(this._eventRelay);\n\n // Name of the group we're currently tracking, if any. Can change over time.\n this._group = null;\n // The Var we're currently tracking, if any. Can change over time.\n this._var = null;\n // The event handler subscription we currently have on var.on(\"change\").\n this._varOnChangeSub = null;\n\n this._extraInfo = util.extend({ sender: this }, extraInfo);\n\n this.setGroup(group);\n }\n\n /**\n * Changes the Crosstalk group membership of this SelectionHandle. The group\n * being switched away from (if any) will not have its selection value\n * modified as a result of calling `setGroup`, even if this handle was the\n * most recent handle to set the selection of the group.\n *\n * The group being switched to (if any) will also not have its selection value\n * modified as a result of calling `setGroup`. If you want to set the\n * selection value of the new group, call `set` explicitly.\n *\n * @param {string} group - The name of the Crosstalk group, or null (or\n * undefined) to clear the group.\n */\n setGroup(group) {\n // If group is unchanged, do nothing\n if (this._group === group)\n return;\n // Treat null, undefined, and other falsy values the same\n if (!this._group && !group)\n return;\n\n if (this._var) {\n this._var.off(\"change\", this._varOnChangeSub);\n this._var = null;\n this._varOnChangeSub = null;\n }\n\n this._group = group;\n\n if (group) {\n this._var = grp(group).var(\"selection\");\n let sub = this._var.on(\"change\", (e) => {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Retrieves the current selection for the group represented by this\n * `SelectionHandle`.\n *\n * - If no selection is active, then this value will be falsy.\n * - If a selection is active, but no data points are selected, then this\n * value will be an empty array.\n * - If a selection is active, and data points are selected, then the keys\n * of the selected data points will be present in the array.\n */\n get value() {\n return this._var ? this._var.get() : null;\n }\n\n /**\n * Combines the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n // Important incidental effect: shallow clone is returned\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see\n * {@link SelectionHandle#value}).\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `SelectionHandle` constructor).\n */\n set(selectedKeys, extraInfo) {\n if (this._var)\n this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any that were passed\n * into the `SelectionHandle` constructor).\n */\n clear(extraInfo) {\n if (this._var)\n this.set(void 0, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Subscribes to events on this `SelectionHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {SelectionHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancels event subscriptions created by {@link SelectionHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|SelectionHandle~listener} listener - Either the callback\n * function previously passed into {@link SelectionHandle#on}, or the\n * string that was returned from {@link SelectionHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n /**\n * Shuts down the `SelectionHandle` object.\n *\n * Removes all event listeners that were added through this handle.\n */\n close() {\n this._emitter.removeAllListeners();\n this.setGroup(null);\n }\n}\n\n/**\n * @callback SelectionHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the selection, or `undefined` if no selection is active),\n * `oldValue` (the previous value of the selection), and `sender` (the\n * `SelectionHandle` instance that made the change).\n */\n\n/**\n * @event SelectionHandle#change\n * @type {object}\n * @property {object} value - The new value of the selection, or `undefined`\n * if no selection is active.\n * @property {object} oldValue - The previous value of the selection.\n * @property {SelectionHandle} sender - The `SelectionHandle` instance that\n * changed the value.\n */\n","export function extend(target, ...sources) {\n for (let i = 0; i < sources.length; i++) {\n let src = sources[i];\n if (typeof(src) === \"undefined\" || src === null)\n continue;\n\n for (let key in src) {\n if (src.hasOwnProperty(key)) {\n target[key] = src[key];\n }\n }\n }\n return target;\n}\n\nexport function checkSorted(list) {\n for (let i = 1; i < list.length; i++) {\n if (list[i] <= list[i-1]) {\n throw new Error(\"List is not sorted or contains duplicate\");\n }\n }\n}\n\nexport function diffSortedLists(a, b) {\n let i_a = 0;\n let i_b = 0;\n\n if (!a) a = [];\n if (!b) b = [];\n\n let a_only = [];\n let b_only = [];\n\n checkSorted(a);\n checkSorted(b);\n\n while (i_a < a.length && i_b < b.length) {\n if (a[i_a] === b[i_b]) {\n i_a++;\n i_b++;\n } else if (a[i_a] < b[i_b]) {\n a_only.push(a[i_a++]);\n } else {\n b_only.push(b[i_b++]);\n }\n }\n\n if (i_a < a.length)\n a_only = a_only.concat(a.slice(i_a));\n if (i_b < b.length)\n b_only = b_only.concat(b.slice(i_b));\n return {\n removed: a_only,\n added: b_only\n };\n}\n\n// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }\n// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]\nexport function dataframeToD3(df) {\n let names = [];\n let length;\n for (let name in df) {\n if (df.hasOwnProperty(name))\n names.push(name);\n if (typeof(df[name]) !== \"object\" || typeof(df[name].length) === \"undefined\") {\n throw new Error(\"All fields must be arrays\");\n } else if (typeof(length) !== \"undefined\" && length !== df[name].length) {\n throw new Error(\"All fields must be arrays of the same length\");\n }\n length = df[name].length;\n }\n let results = [];\n let item;\n for (let row = 0; row < length; row++) {\n item = {};\n for (let col = 0; col < names.length; col++) {\n item[names[col]] = df[names[col]][row];\n }\n results.push(item);\n }\n return results;\n}\n\n/**\n * Keeps track of all event listener additions/removals and lets all active\n * listeners be removed with a single operation.\n *\n * @private\n */\nexport class SubscriptionTracker {\n constructor(emitter) {\n this._emitter = emitter;\n this._subs = {};\n }\n\n on(eventType, listener) {\n let sub = this._emitter.on(eventType, listener);\n this._subs[sub] = eventType;\n return sub;\n }\n\n off(eventType, listener) {\n let sub = this._emitter.off(eventType, listener);\n if (sub) {\n delete this._subs[sub];\n }\n return sub;\n }\n\n removeAllListeners() {\n let current_subs = this._subs;\n this._subs = {};\n Object.keys(current_subs).forEach((sub) => {\n this._emitter.off(current_subs[sub], sub);\n });\n }\n}\n","import Events from \"./events\";\n\nexport default class Var {\n constructor(group, name, /*optional*/ value) {\n this._group = group;\n this._name = name;\n this._value = value;\n this._events = new Events();\n }\n\n get() {\n return this._value;\n }\n\n set(value, /*optional*/ event) {\n if (this._value === value) {\n // Do nothing; the value hasn't changed\n return;\n }\n let oldValue = this._value;\n this._value = value;\n // Alert JavaScript listeners that the value has changed\n let evt = {};\n if (event && typeof(event) === \"object\") {\n for (let k in event) {\n if (event.hasOwnProperty(k))\n evt[k] = event[k];\n }\n }\n evt.oldValue = oldValue;\n evt.value = value;\n this._events.trigger(\"change\", evt, this);\n\n // TODO: Make this extensible, to let arbitrary back-ends know that\n // something has changed\n if (global.Shiny && global.Shiny.onInputChange) {\n global.Shiny.onInputChange(\n \".clientValue-\" +\n (this._group.name !== null ? this._group.name + \"-\" : \"\") +\n this._name,\n typeof(value) === \"undefined\" ? null : value\n );\n }\n }\n\n on(eventType, listener) {\n return this._events.on(eventType, listener);\n }\n\n off(eventType, listener) {\n return this._events.off(eventType, listener);\n }\n}\n"]}
\ No newline at end of file
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/scss/crosstalk.scss b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/scss/crosstalk.scss
new file mode 100644
index 0000000..3566561
--- /dev/null
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/crosstalk-1.2.1/scss/crosstalk.scss
@@ -0,0 +1,75 @@
+/* Adjust margins outwards, so column contents line up with the edges of the
+ parent of container-fluid. */
+.container-fluid.crosstalk-bscols {
+ margin-left: -30px;
+ margin-right: -30px;
+ white-space: normal;
+}
+
+/* But don't adjust the margins outwards if we're directly under the body,
+ i.e. we were the top-level of something at the console. */
+body > .container-fluid.crosstalk-bscols {
+ margin-left: auto;
+ margin-right: auto;
+}
+
+.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column {
+ display: inline-block;
+ padding-right: 12px;
+ vertical-align: top;
+}
+
+@media only screen and (max-width:480px) {
+ .crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column {
+ display: block;
+ padding-right: inherit;
+ }
+}
+
+/* Relevant BS3 styles to make filter_checkbox() look reasonable without Bootstrap */
+.crosstalk-input {
+ margin-bottom: 15px; /* a la .form-group */
+ .control-label {
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ input[type="checkbox"] {
+ margin: 4px 0 0;
+ margin-top: 1px;
+ line-height: normal;
+ }
+ .checkbox {
+ position: relative;
+ display: block;
+ margin-top: 10px;
+ margin-bottom: 10px;
+ }
+ .checkbox > label{
+ padding-left: 20px;
+ margin-bottom: 0;
+ font-weight: 400;
+ cursor: pointer;
+ }
+ .checkbox input[type="checkbox"],
+ .checkbox-inline input[type="checkbox"] {
+ position: absolute;
+ margin-top: 2px;
+ margin-left: -20px;
+ }
+ .checkbox + .checkbox {
+ margin-top: -5px;
+ }
+ .checkbox-inline {
+ position: relative;
+ display: inline-block;
+ padding-left: 20px;
+ margin-bottom: 0;
+ font-weight: 400;
+ vertical-align: middle;
+ cursor: pointer;
+ }
+ .checkbox-inline + .checkbox-inline {
+ margin-top: 0;
+ margin-left: 10px;
+ }
+}
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/datatables-binding-0.33/datatables.js b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/datatables-binding-0.33/datatables.js
new file mode 100644
index 0000000..765b53c
--- /dev/null
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/datatables-binding-0.33/datatables.js
@@ -0,0 +1,1539 @@
+(function() {
+
+// some helper functions: using a global object DTWidget so that it can be used
+// in JS() code, e.g. datatable(options = list(foo = JS('code'))); unlike R's
+// dynamic scoping, when 'code' is eval'ed, JavaScript does not know objects
+// from the "parent frame", e.g. JS('DTWidget') will not work unless it was made
+// a global object
+var DTWidget = {};
+
+// 123456666.7890 -> 123,456,666.7890
+var markInterval = function(d, digits, interval, mark, decMark, precision) {
+ x = precision ? d.toPrecision(digits) : d.toFixed(digits);
+ if (!/^-?[\d.]+$/.test(x)) return x;
+ var xv = x.split('.');
+ if (xv.length > 2) return x; // should have at most one decimal point
+ xv[0] = xv[0].replace(new RegExp('\\B(?=(\\d{' + interval + '})+(?!\\d))', 'g'), mark);
+ return xv.join(decMark);
+};
+
+DTWidget.formatCurrency = function(data, currency, digits, interval, mark, decMark, before, zeroPrint) {
+ var d = parseFloat(data);
+ if (isNaN(d)) return '';
+ if (zeroPrint !== null && d === 0.0) return zeroPrint;
+ var res = markInterval(d, digits, interval, mark, decMark);
+ res = before ? (/^-/.test(res) ? '-' + currency + res.replace(/^-/, '') : currency + res) :
+ res + currency;
+ return res;
+};
+
+DTWidget.formatString = function(data, prefix, suffix) {
+ var d = data;
+ if (d === null) return '';
+ return prefix + d + suffix;
+};
+
+DTWidget.formatPercentage = function(data, digits, interval, mark, decMark, zeroPrint) {
+ var d = parseFloat(data);
+ if (isNaN(d)) return '';
+ if (zeroPrint !== null && d === 0.0) return zeroPrint;
+ return markInterval(d * 100, digits, interval, mark, decMark) + '%';
+};
+
+DTWidget.formatRound = function(data, digits, interval, mark, decMark, zeroPrint) {
+ var d = parseFloat(data);
+ if (isNaN(d)) return '';
+ if (zeroPrint !== null && d === 0.0) return zeroPrint;
+ return markInterval(d, digits, interval, mark, decMark);
+};
+
+DTWidget.formatSignif = function(data, digits, interval, mark, decMark, zeroPrint) {
+ var d = parseFloat(data);
+ if (isNaN(d)) return '';
+ if (zeroPrint !== null && d === 0.0) return zeroPrint;
+ return markInterval(d, digits, interval, mark, decMark, true);
+};
+
+DTWidget.formatDate = function(data, method, params) {
+ var d = data;
+ if (d === null) return '';
+ // (new Date('2015-10-28')).toDateString() may return 2015-10-27 because the
+ // actual time created could be like 'Tue Oct 27 2015 19:00:00 GMT-0500 (CDT)',
+ // i.e. the date-only string is treated as UTC time instead of local time
+ if ((method === 'toDateString' || method === 'toLocaleDateString') && /^\d{4,}\D\d{2}\D\d{2}$/.test(d)) {
+ d = d.split(/\D/);
+ d = new Date(d[0], d[1] - 1, d[2]);
+ } else {
+ d = new Date(d);
+ }
+ return d[method].apply(d, params);
+};
+
+window.DTWidget = DTWidget;
+
+// A helper function to update the properties of existing filters
+var setFilterProps = function(td, props) {
+ // Update enabled/disabled state
+ var $input = $(td).find('input').first();
+ var searchable = $input.data('searchable');
+ $input.prop('disabled', !searchable || props.disabled);
+
+ // Based on the filter type, set its new values
+ var type = td.getAttribute('data-type');
+ if (['factor', 'logical'].includes(type)) {
+ // Reformat the new dropdown options for use with selectize
+ var new_vals = props.params.options.map(function(item) {
+ return { text: item, value: item };
+ });
+
+ // Find the selectize object
+ var dropdown = $(td).find('.selectized').eq(0)[0].selectize;
+
+ // Note the current values
+ var old_vals = dropdown.getValue();
+
+ // Remove the existing values
+ dropdown.clearOptions();
+
+ // Add the new options
+ dropdown.addOption(new_vals);
+
+ // Preserve the existing values
+ dropdown.setValue(old_vals);
+
+ } else if (['number', 'integer', 'date', 'time'].includes(type)) {
+ // Apply internal scaling to new limits. Updating scale not yet implemented.
+ var slider = $(td).find('.noUi-target').eq(0);
+ var scale = Math.pow(10, Math.max(0, +slider.data('scale') || 0));
+ var new_vals = [props.params.min * scale, props.params.max * scale];
+
+ // Note what the new limits will be just for this filter
+ var new_lims = new_vals.slice();
+
+ // Determine the current values and limits
+ var old_vals = slider.val().map(Number);
+ var old_lims = slider.noUiSlider('options').range;
+ old_lims = [old_lims.min, old_lims.max];
+
+ // Preserve the current values if filters have been applied; otherwise, apply no filtering
+ if (old_vals[0] != old_lims[0]) {
+ new_vals[0] = Math.max(old_vals[0], new_vals[0]);
+ }
+
+ if (old_vals[1] != old_lims[1]) {
+ new_vals[1] = Math.min(old_vals[1], new_vals[1]);
+ }
+
+ // Update the endpoints of the slider
+ slider.noUiSlider({
+ start: new_vals,
+ range: {'min': new_lims[0], 'max': new_lims[1]}
+ }, true);
+ }
+};
+
+var transposeArray2D = function(a) {
+ return a.length === 0 ? a : HTMLWidgets.transposeArray2D(a);
+};
+
+var crosstalkPluginsInstalled = false;
+
+function maybeInstallCrosstalkPlugins() {
+ if (crosstalkPluginsInstalled)
+ return;
+ crosstalkPluginsInstalled = true;
+
+ $.fn.dataTable.ext.afnFiltering.push(
+ function(oSettings, aData, iDataIndex) {
+ var ctfilter = oSettings.nTable.ctfilter;
+ if (ctfilter && !ctfilter[iDataIndex])
+ return false;
+
+ var ctselect = oSettings.nTable.ctselect;
+ if (ctselect && !ctselect[iDataIndex])
+ return false;
+
+ return true;
+ }
+ );
+}
+
+HTMLWidgets.widget({
+ name: "datatables",
+ type: "output",
+ renderOnNullValue: true,
+ initialize: function(el, width, height) {
+ // in order that the type=number inputs return a number
+ $.valHooks.number = {
+ get: function(el) {
+ var value = parseFloat(el.value);
+ return isNaN(value) ? "" : value;
+ }
+ };
+ $(el).html(' ');
+ return {
+ data: null,
+ ctfilterHandle: new crosstalk.FilterHandle(),
+ ctfilterSubscription: null,
+ ctselectHandle: new crosstalk.SelectionHandle(),
+ ctselectSubscription: null
+ };
+ },
+ renderValue: function(el, data, instance) {
+ if (el.offsetWidth === 0 || el.offsetHeight === 0) {
+ instance.data = data;
+ return;
+ }
+ instance.data = null;
+ var $el = $(el);
+ $el.empty();
+
+ if (data === null) {
+ $el.append(' ');
+ // clear previous Shiny inputs (if any)
+ for (var i in instance.clearInputs) instance.clearInputs[i]();
+ instance.clearInputs = {};
+ return;
+ }
+
+ var crosstalkOptions = data.crosstalkOptions;
+ if (!crosstalkOptions) crosstalkOptions = {
+ 'key': null, 'group': null
+ };
+ if (crosstalkOptions.group) {
+ maybeInstallCrosstalkPlugins();
+ instance.ctfilterHandle.setGroup(crosstalkOptions.group);
+ instance.ctselectHandle.setGroup(crosstalkOptions.group);
+ }
+
+ // if we are in the viewer then we always want to fillContainer and
+ // and autoHideNavigation (unless the user has explicitly set these)
+ if (window.HTMLWidgets.viewerMode) {
+ if (!data.hasOwnProperty("fillContainer"))
+ data.fillContainer = true;
+ if (!data.hasOwnProperty("autoHideNavigation"))
+ data.autoHideNavigation = true;
+ }
+
+ // propagate fillContainer to instance (so we have it in resize)
+ instance.fillContainer = data.fillContainer;
+
+ var cells = data.data;
+
+ if (cells instanceof Array) cells = transposeArray2D(cells);
+
+ $el.append(data.container);
+ var $table = $el.find('table');
+ if (data.class) $table.addClass(data.class);
+ if (data.caption) $table.prepend(data.caption);
+
+ if (!data.selection) data.selection = {
+ mode: 'none', selected: null, target: 'row', selectable: null
+ };
+ if (HTMLWidgets.shinyMode && data.selection.mode !== 'none' &&
+ data.selection.target === 'row+column') {
+ if ($table.children('tfoot').length === 0) {
+ $table.append($(''));
+ $table.find('thead tr').clone().appendTo($table.find('tfoot'));
+ }
+ }
+
+ // column filters
+ var filterRow;
+ switch (data.filter) {
+ case 'top':
+ $table.children('thead').append(data.filterHTML);
+ filterRow = $table.find('thead tr:last td');
+ break;
+ case 'bottom':
+ if ($table.children('tfoot').length === 0) {
+ $table.append($(''));
+ }
+ $table.children('tfoot').prepend(data.filterHTML);
+ filterRow = $table.find('tfoot tr:first td');
+ break;
+ }
+
+ var options = { searchDelay: 1000 };
+ if (cells !== null) $.extend(options, {
+ data: cells
+ });
+
+ // options for fillContainer
+ var bootstrapActive = typeof($.fn.popover) != 'undefined';
+ if (instance.fillContainer) {
+
+ // force scrollX/scrollY and turn off autoWidth
+ options.scrollX = true;
+ options.scrollY = "100px"; // can be any value, we'll adjust below
+
+ // if we aren't paginating then move around the info/filter controls
+ // to save space at the bottom and rephrase the info callback
+ if (data.options.paging === false) {
+
+ // we know how to do this cleanly for bootstrap, not so much
+ // for other themes/layouts
+ if (bootstrapActive) {
+ options.dom = "<'row'<'col-sm-4'i><'col-sm-8'f>>" +
+ "<'row'<'col-sm-12'tr>>";
+ }
+
+ options.fnInfoCallback = function(oSettings, iStart, iEnd,
+ iMax, iTotal, sPre) {
+ return Number(iTotal).toLocaleString() + " records";
+ };
+ }
+ }
+
+ // auto hide navigation if requested
+ // Note, this only works on client-side processing mode as on server-side,
+ // cells (data.data) is null; In addition, we require the pageLength option
+ // being provided explicitly to enable this. Despite we may be able to deduce
+ // the default value of pageLength, it may complicate things so we'd rather
+ // put this responsiblity to users and warn them on the R side.
+ if (data.autoHideNavigation === true && data.options.paging !== false) {
+ // strip all nav if length >= cells
+ if ((cells instanceof Array) && data.options.pageLength >= cells.length)
+ options.dom = bootstrapActive ? "<'row'<'col-sm-12'tr>>" : "t";
+ // alternatively lean things out for flexdashboard mobile portrait
+ else if (bootstrapActive && window.FlexDashboard && window.FlexDashboard.isMobilePhone())
+ options.dom = "<'row'<'col-sm-12'f>>" +
+ "<'row'<'col-sm-12'tr>>" +
+ "<'row'<'col-sm-12'p>>";
+ }
+
+ $.extend(true, options, data.options || {});
+
+ var searchCols = options.searchCols;
+ if (searchCols) {
+ searchCols = searchCols.map(function(x) {
+ return x === null ? '' : x.search;
+ });
+ // FIXME: this means I don't respect the escapeRegex setting
+ delete options.searchCols;
+ }
+
+ // server-side processing?
+ var server = options.serverSide === true;
+
+ // use the dataSrc function to pre-process JSON data returned from R
+ var DT_rows_all = [], DT_rows_current = [];
+ if (server && HTMLWidgets.shinyMode && typeof options.ajax === 'object' &&
+ /^session\/[\da-z]+\/dataobj/.test(options.ajax.url) && !options.ajax.dataSrc) {
+ options.ajax.dataSrc = function(json) {
+ DT_rows_all = $.makeArray(json.DT_rows_all);
+ DT_rows_current = $.makeArray(json.DT_rows_current);
+ var data = json.data;
+ if (!colReorderEnabled()) return data;
+ var table = $table.DataTable(), order = table.colReorder.order(), flag = true, i, j, row;
+ for (i = 0; i < order.length; ++i) if (order[i] !== i) flag = false;
+ if (flag) return data;
+ for (i = 0; i < data.length; ++i) {
+ row = data[i].slice();
+ for (j = 0; j < order.length; ++j) data[i][j] = row[order[j]];
+ }
+ return data;
+ };
+ }
+
+ var thiz = this;
+ if (instance.fillContainer) $table.on('init.dt', function(e) {
+ thiz.fillAvailableHeight(el, $(el).innerHeight());
+ });
+ // If the page contains serveral datatables and one of which enables colReorder,
+ // the table.colReorder.order() function will exist but throws error when called.
+ // So it seems like the only way to know if colReorder is enabled or not is to
+ // check the options.
+ var colReorderEnabled = function() { return "colReorder" in options; };
+ var table = $table.DataTable(options);
+ $el.data('datatable', table);
+
+ if ('rowGroup' in options) {
+ // Maintain RowGroup dataSrc when columns are reordered (#1109)
+ table.on('column-reorder', function(e, settings, details) {
+ var oldDataSrc = table.rowGroup().dataSrc();
+ var newDataSrc = details.mapping[oldDataSrc];
+ table.rowGroup().dataSrc(newDataSrc);
+ });
+ }
+
+ // Unregister previous Crosstalk event subscriptions, if they exist
+ if (instance.ctfilterSubscription) {
+ instance.ctfilterHandle.off("change", instance.ctfilterSubscription);
+ instance.ctfilterSubscription = null;
+ }
+ if (instance.ctselectSubscription) {
+ instance.ctselectHandle.off("change", instance.ctselectSubscription);
+ instance.ctselectSubscription = null;
+ }
+
+ if (!crosstalkOptions.group) {
+ $table[0].ctfilter = null;
+ $table[0].ctselect = null;
+ } else {
+ var key = crosstalkOptions.key;
+ function keysToMatches(keys) {
+ if (!keys) {
+ return null;
+ } else {
+ var selectedKeys = {};
+ for (var i = 0; i < keys.length; i++) {
+ selectedKeys[keys[i]] = true;
+ }
+ var matches = {};
+ for (var j = 0; j < key.length; j++) {
+ if (selectedKeys[key[j]])
+ matches[j] = true;
+ }
+ return matches;
+ }
+ }
+
+ function applyCrosstalkFilter(e) {
+ $table[0].ctfilter = keysToMatches(e.value);
+ table.draw();
+ }
+ instance.ctfilterSubscription = instance.ctfilterHandle.on("change", applyCrosstalkFilter);
+ applyCrosstalkFilter({value: instance.ctfilterHandle.filteredKeys});
+
+ function applyCrosstalkSelection(e) {
+ if (e.sender !== instance.ctselectHandle) {
+ table
+ .rows('.' + selClass, {search: 'applied'})
+ .nodes()
+ .to$()
+ .removeClass(selClass);
+ if (selectedRows)
+ changeInput('rows_selected', selectedRows(), void 0, true);
+ }
+
+ if (e.sender !== instance.ctselectHandle && e.value && e.value.length) {
+ var matches = keysToMatches(e.value);
+
+ // persistent selection with plotly (& leaflet)
+ var ctOpts = crosstalk.var("plotlyCrosstalkOpts").get() || {};
+ if (ctOpts.persistent === true) {
+ var matches = $.extend(matches, $table[0].ctselect);
+ }
+
+ $table[0].ctselect = matches;
+ table.draw();
+ } else {
+ if ($table[0].ctselect) {
+ $table[0].ctselect = null;
+ table.draw();
+ }
+ }
+ }
+ instance.ctselectSubscription = instance.ctselectHandle.on("change", applyCrosstalkSelection);
+ // TODO: This next line doesn't seem to work when renderDataTable is used
+ applyCrosstalkSelection({value: instance.ctselectHandle.value});
+ }
+
+ var inArray = function(val, array) {
+ return $.inArray(val, $.makeArray(array)) > -1;
+ };
+
+ // search the i-th column
+ var searchColumn = function(i, value) {
+ var regex = false, ci = true;
+ if (options.search) {
+ regex = options.search.regex,
+ ci = options.search.caseInsensitive !== false;
+ }
+ // need to transpose the column index when colReorder is enabled
+ if (table.colReorder) i = table.colReorder.transpose(i);
+ return table.column(i).search(value, regex, !regex, ci);
+ };
+
+ if (data.filter !== 'none') {
+ if (!data.hasOwnProperty('filterSettings')) data.filterSettings = {};
+
+ filterRow.each(function(i, td) {
+
+ var $td = $(td), type = $td.data('type'), filter;
+ var $input = $td.children('div').first().children('input');
+ var disabled = $input.prop('disabled');
+ var searchable = table.settings()[0].aoColumns[i].bSearchable;
+ $input.prop('disabled', !searchable || disabled);
+ $input.data('searchable', searchable); // for updating later
+ $input.on('input blur', function() {
+ $input.next('span').toggle(Boolean($input.val()));
+ });
+ // Bootstrap sets pointer-events to none and we won't be able to click
+ // the clear button
+ $input.next('span').css('pointer-events', 'auto').hide().click(function() {
+ $(this).hide().prev('input').val('').trigger('input').focus();
+ });
+ var searchCol; // search string for this column
+ if (searchCols && searchCols[i]) {
+ searchCol = searchCols[i];
+ $input.val(searchCol).trigger('input');
+ }
+ var $x = $td.children('div').last();
+
+ // remove the overflow: hidden attribute of the scrollHead
+ // (otherwise the scrolling table body obscures the filters)
+ // The workaround and the discussion from
+ // https://github.com/rstudio/DT/issues/554#issuecomment-518007347
+ // Otherwise the filter selection will not be anchored to the values
+ // when the columns number is many and scrollX is enabled.
+ var scrollHead = $(el).find('.dataTables_scrollHead,.dataTables_scrollFoot');
+ var cssOverflowHead = scrollHead.css('overflow');
+ var scrollBody = $(el).find('.dataTables_scrollBody');
+ var cssOverflowBody = scrollBody.css('overflow');
+ var scrollTable = $(el).find('.dataTables_scroll');
+ var cssOverflowTable = scrollTable.css('overflow');
+ if (cssOverflowHead === 'hidden') {
+ $x.on('show hide', function(e) {
+ if (e.type === 'show') {
+ scrollHead.css('overflow', 'visible');
+ scrollBody.css('overflow', 'visible');
+ scrollTable.css('overflow-x', 'scroll');
+ } else {
+ scrollHead.css('overflow', cssOverflowHead);
+ scrollBody.css('overflow', cssOverflowBody);
+ scrollTable.css('overflow-x', cssOverflowTable);
+ }
+ });
+ $x.css('z-index', 25);
+ }
+
+ if (inArray(type, ['factor', 'logical'])) {
+ $input.on({
+ click: function() {
+ $input.parent().hide(); $x.show().trigger('show'); filter[0].selectize.focus();
+ },
+ input: function() {
+ var v1 = JSON.stringify(filter[0].selectize.getValue()), v2 = $input.val();
+ if (v1 === '[]') v1 = '';
+ if (v1 !== v2) filter[0].selectize.setValue(v2 === '' ? [] : JSON.parse(v2));
+ }
+ });
+ var $input2 = $x.children('select');
+ filter = $input2.selectize($.extend({
+ options: $input2.data('options').map(function(v, i) {
+ return ({text: v, value: v});
+ }),
+ plugins: ['remove_button'],
+ hideSelected: true,
+ onChange: function(value) {
+ if (value === null) value = []; // compatibility with jQuery 3.0
+ $input.val(value.length ? JSON.stringify(value) : '');
+ if (value.length) $input.trigger('input');
+ $input.attr('title', $input.val());
+ if (server) {
+ searchColumn(i, value.length ? JSON.stringify(value) : '').draw();
+ return;
+ }
+ // turn off filter if nothing selected
+ $td.data('filter', value.length > 0);
+ table.draw(); // redraw table, and filters will be applied
+ }
+ }, data.filterSettings.select));
+ filter[0].selectize.on('blur', function() {
+ $x.hide().trigger('hide'); $input.parent().show(); $input.trigger('blur');
+ });
+ filter.next('div').css('margin-bottom', 'auto');
+ } else if (type === 'character') {
+ var fun = function() {
+ searchColumn(i, $input.val()).draw();
+ };
+ // throttle searching for server-side processing
+ var throttledFun = $.fn.dataTable.util.throttle(fun, options.searchDelay);
+ $input.on('input', function(e, immediate) {
+ // always bypass throttling when immediate = true (via the updateSearch method)
+ (immediate || !server) ? fun() : throttledFun();
+ });
+ } else if (inArray(type, ['number', 'integer', 'date', 'time'])) {
+ var $x0 = $x;
+ $x = $x0.children('div').first();
+ $x0.css({
+ 'background-color': '#fff',
+ 'border': '1px #ddd solid',
+ 'border-radius': '4px',
+ 'padding': data.vertical ? '35px 20px': '20px 20px 10px 20px'
+ });
+ var $spans = $x0.children('span').css({
+ 'margin-top': data.vertical ? '0' : '10px',
+ 'white-space': 'nowrap'
+ });
+ var $span1 = $spans.first(), $span2 = $spans.last();
+ var r1 = +$x.data('min'), r2 = +$x.data('max');
+ // when the numbers are too small or have many decimal places, the
+ // slider may have numeric precision problems (#150)
+ var scale = Math.pow(10, Math.max(0, +$x.data('scale') || 0));
+ r1 = Math.round(r1 * scale); r2 = Math.round(r2 * scale);
+ var scaleBack = function(x, scale) {
+ if (scale === 1) return x;
+ var d = Math.round(Math.log(scale) / Math.log(10));
+ // to avoid problems like 3.423/100 -> 0.034230000000000003
+ return (x / scale).toFixed(d);
+ };
+ var slider_min = function() {
+ return filter.noUiSlider('options').range.min;
+ };
+ var slider_max = function() {
+ return filter.noUiSlider('options').range.max;
+ };
+ $input.on({
+ focus: function() {
+ $x0.show().trigger('show');
+ // first, make sure the slider div leaves at least 20px between
+ // the two (slider value) span's
+ $x0.width(Math.max(160, $span1.outerWidth() + $span2.outerWidth() + 20));
+ // then, if the input is really wide or slider is vertical,
+ // make the slider the same width as the input
+ if ($x0.outerWidth() < $input.outerWidth() || data.vertical) {
+ $x0.outerWidth($input.outerWidth());
+ }
+ // make sure the slider div does not reach beyond the right margin
+ if ($(window).width() < $x0.offset().left + $x0.width()) {
+ $x0.offset({
+ 'left': $input.offset().left + $input.outerWidth() - $x0.outerWidth()
+ });
+ }
+ },
+ blur: function() {
+ $x0.hide().trigger('hide');
+ },
+ input: function() {
+ if ($input.val() === '') filter.val([slider_min(), slider_max()]);
+ },
+ change: function() {
+ var v = $input.val().replace(/\s/g, '');
+ if (v === '') return;
+ v = v.split('...');
+ if (v.length !== 2) {
+ $input.parent().addClass('has-error');
+ return;
+ }
+ if (v[0] === '') v[0] = slider_min();
+ if (v[1] === '') v[1] = slider_max();
+ $input.parent().removeClass('has-error');
+ // treat date as UTC time at midnight
+ var strTime = function(x) {
+ var s = type === 'date' ? 'T00:00:00Z' : '';
+ var t = new Date(x + s).getTime();
+ // add 10 minutes to date since it does not hurt the date, and
+ // it helps avoid the tricky floating point arithmetic problems,
+ // e.g. sometimes the date may be a few milliseconds earlier
+ // than the midnight due to precision problems in noUiSlider
+ return type === 'date' ? t + 3600000 : t;
+ };
+ if (inArray(type, ['date', 'time'])) {
+ v[0] = strTime(v[0]);
+ v[1] = strTime(v[1]);
+ }
+ if (v[0] != slider_min()) v[0] *= scale;
+ if (v[1] != slider_max()) v[1] *= scale;
+ filter.val(v);
+ }
+ });
+ var formatDate = function(d) {
+ d = scaleBack(d, scale);
+ if (type === 'number') return d;
+ if (type === 'integer') return parseInt(d);
+ var x = new Date(+d);
+ if (type === 'date') {
+ var pad0 = function(x) {
+ return ('0' + x).substr(-2, 2);
+ };
+ return x.getUTCFullYear() + '-' + pad0(1 + x.getUTCMonth())
+ + '-' + pad0(x.getUTCDate());
+ } else {
+ return x.toISOString();
+ }
+ };
+ var opts = type === 'date' ? { step: 60 * 60 * 1000 } :
+ type === 'integer' ? { step: 1 } : {};
+
+ opts.orientation = data.vertical ? 'vertical': 'horizontal';
+ opts.direction = data.vertical ? 'rtl': 'ltr';
+
+ filter = $x.noUiSlider($.extend({
+ start: [r1, r2],
+ range: {min: r1, max: r2},
+ connect: true
+ }, opts, data.filterSettings.slider));
+ if (scale > 1) (function() {
+ var t1 = r1, t2 = r2;
+ var val = filter.val();
+ while (val[0] > r1 || val[1] < r2) {
+ if (val[0] > r1) {
+ t1 -= val[0] - r1;
+ }
+ if (val[1] < r2) {
+ t2 += r2 - val[1];
+ }
+ filter = $x.noUiSlider($.extend({
+ start: [t1, t2],
+ range: {min: t1, max: t2},
+ connect: true
+ }, opts, data.filterSettings.slider), true);
+ val = filter.val();
+ }
+ r1 = t1; r2 = t2;
+ })();
+ // format with active column renderer, if defined
+ var colDef = data.options.columnDefs.find(function(def) {
+ return (def.targets === i || inArray(i, def.targets)) && 'render' in def;
+ });
+ var updateSliderText = function(v1, v2) {
+ // we only know how to use function renderers
+ if (colDef && typeof colDef.render === 'function') {
+ var restore = function(v) {
+ v = scaleBack(v, scale);
+ return inArray(type, ['date', 'time']) ? new Date(+v) : v;
+ }
+ $span1.text(colDef.render(restore(v1), 'display'));
+ $span2.text(colDef.render(restore(v2), 'display'));
+ } else {
+ $span1.text(formatDate(v1));
+ $span2.text(formatDate(v2));
+ }
+ };
+ updateSliderText(r1, r2);
+ var updateSlider = function(e) {
+ var val = filter.val();
+ // turn off filter if in full range
+ $td.data('filter', val[0] > slider_min() || val[1] < slider_max());
+ var v1 = formatDate(val[0]), v2 = formatDate(val[1]), ival;
+ if ($td.data('filter')) {
+ ival = v1 + ' ... ' + v2;
+ $input.attr('title', ival).val(ival).trigger('input');
+ } else {
+ $input.attr('title', '').val('');
+ }
+ updateSliderText(val[0], val[1]);
+ if (e.type === 'slide') return; // no searching when sliding only
+ if (server) {
+ searchColumn(i, $td.data('filter') ? ival : '').draw();
+ return;
+ }
+ table.draw();
+ };
+ filter.on({
+ set: updateSlider,
+ slide: updateSlider
+ });
+ }
+
+ // server-side processing will be handled by R (or whatever server
+ // language you use); the following code is only needed for client-side
+ // processing
+ if (server) {
+ // if a search string has been pre-set, search now
+ if (searchCol) $input.trigger('input').trigger('change');
+ return;
+ }
+
+ var customFilter = function(settings, data, dataIndex) {
+ // there is no way to attach a search function to a specific table,
+ // and we need to make sure a global search function is not applied to
+ // all tables (i.e. a range filter in a previous table should not be
+ // applied to the current table); we use the settings object to
+ // determine if we want to perform searching on the current table,
+ // since settings.sTableId will be different to different tables
+ if (table.settings()[0] !== settings) return true;
+ // no filter on this column or no need to filter this column
+ if (typeof filter === 'undefined' || !$td.data('filter')) return true;
+
+ var r = filter.val(), v, r0, r1;
+ var i_data = function(i) {
+ if (!colReorderEnabled()) return i;
+ var order = table.colReorder.order(), k;
+ for (k = 0; k < order.length; ++k) if (order[k] === i) return k;
+ return i; // in theory it will never be here...
+ }
+ v = data[i_data(i)];
+ if (type === 'number' || type === 'integer') {
+ v = parseFloat(v);
+ // how to handle NaN? currently exclude these rows
+ if (isNaN(v)) return(false);
+ r0 = parseFloat(scaleBack(r[0], scale))
+ r1 = parseFloat(scaleBack(r[1], scale));
+ if (v >= r0 && v <= r1) return true;
+ } else if (type === 'date' || type === 'time') {
+ v = new Date(v);
+ r0 = new Date(r[0] / scale); r1 = new Date(r[1] / scale);
+ if (v >= r0 && v <= r1) return true;
+ } else if (type === 'factor') {
+ if (r.length === 0 || inArray(v, r)) return true;
+ } else if (type === 'logical') {
+ if (r.length === 0) return true;
+ if (inArray(v === '' ? 'na' : v, r)) return true;
+ }
+ return false;
+ };
+
+ $.fn.dataTable.ext.search.push(customFilter);
+
+ // search for the preset search strings if it is non-empty
+ if (searchCol) $input.trigger('input').trigger('change');
+
+ });
+
+ }
+
+ // highlight search keywords
+ var highlight = function() {
+ var body = $(table.table().body());
+ // removing the old highlighting first
+ body.unhighlight();
+
+ // don't highlight the "not found" row, so we get the rows using the api
+ if (table.rows({ filter: 'applied' }).data().length === 0) return;
+ // highlight global search keywords
+ body.highlight($.trim(table.search()).split(/\s+/));
+ // then highlight keywords from individual column filters
+ if (filterRow) filterRow.each(function(i, td) {
+ var $td = $(td), type = $td.data('type');
+ if (type !== 'character') return;
+ var $input = $td.children('div').first().children('input');
+ var column = table.column(i).nodes().to$(),
+ val = $.trim($input.val());
+ if (type !== 'character' || val === '') return;
+ column.highlight(val.split(/\s+/));
+ });
+ };
+
+ if (options.searchHighlight) {
+ table
+ .on('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth', highlight)
+ .on('destroy', function() {
+ // remove event handler
+ table.off('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth');
+ });
+
+ // Set the option for escaping regex characters in our search string. This will be used
+ // for all future matching.
+ jQuery.fn.highlight.options.escapeRegex = (!options.search || !options.search.regex);
+
+ // initial highlight for state saved conditions and initial states
+ highlight();
+ }
+
+ // run the callback function on the table instance
+ if (typeof data.callback === 'function') data.callback(table);
+
+ // double click to edit the cell, row, column, or all cells
+ if (data.editable) table.on('dblclick.dt', 'tbody td', function(e) {
+ // only bring up the editor when the cell itself is dbclicked, and ignore
+ // other dbclick events bubbled up (e.g. from the )
+ if (e.target !== this) return;
+ var target = [], immediate = false;
+ switch (data.editable.target) {
+ case 'cell':
+ target = [this];
+ immediate = true; // edit will take effect immediately
+ break;
+ case 'row':
+ target = table.cells(table.cell(this).index().row, '*').nodes();
+ break;
+ case 'column':
+ target = table.cells('*', table.cell(this).index().column).nodes();
+ break;
+ case 'all':
+ target = table.cells().nodes();
+ break;
+ default:
+ throw 'The editable parameter must be "cell", "row", "column", or "all"';
+ }
+ var disableCols = data.editable.disable ? data.editable.disable.columns : null;
+ var numericCols = data.editable.numeric;
+ var areaCols = data.editable.area;
+ var dateCols = data.editable.date;
+ for (var i = 0; i < target.length; i++) {
+ (function(cell, current) {
+ var $cell = $(cell), html = $cell.html();
+ var _cell = table.cell(cell), value = _cell.data(), index = _cell.index().column;
+ var $input;
+ if (inArray(index, numericCols)) {
+ $input = $(' ');
+ } else if (inArray(index, areaCols)) {
+ $input = $('');
+ } else if (inArray(index, dateCols)) {
+ $input = $(' ');
+ } else {
+ $input = $(' ');
+ }
+ if (!immediate) {
+ $cell.data('input', $input).data('html', html);
+ $input.attr('title', 'Hit Ctrl+Enter to finish editing, or Esc to cancel');
+ }
+ $input.val(value);
+ if (inArray(index, disableCols)) {
+ $input.attr('readonly', '').css('filter', 'invert(25%)');
+ }
+ $cell.empty().append($input);
+ if (cell === current) $input.focus();
+ $input.css('width', '100%');
+
+ if (immediate) $input.on('blur', function(e) {
+ var valueNew = $input.val();
+ if (valueNew !== value) {
+ _cell.data(valueNew);
+ if (HTMLWidgets.shinyMode) {
+ changeInput('cell_edit', [cellInfo(cell)], 'DT.cellInfo', null, {priority: 'event'});
+ }
+ // for server-side processing, users have to call replaceData() to update the table
+ if (!server) table.draw(false);
+ } else {
+ $cell.html(html);
+ }
+ }).on('keyup', function(e) {
+ // hit Escape to cancel editing
+ if (e.keyCode === 27) $input.trigger('blur');
+ });
+
+ // bulk edit (row, column, or all)
+ if (!immediate) $input.on('keyup', function(e) {
+ var removeInput = function($cell, restore) {
+ $cell.data('input').remove();
+ if (restore) $cell.html($cell.data('html'));
+ }
+ if (e.keyCode === 27) {
+ for (var i = 0; i < target.length; i++) {
+ removeInput($(target[i]), true);
+ }
+ } else if (e.keyCode === 13 && e.ctrlKey) {
+ // Ctrl + Enter
+ var cell, $cell, _cell, cellData = [];
+ for (var i = 0; i < target.length; i++) {
+ cell = target[i]; $cell = $(cell); _cell = table.cell(cell);
+ _cell.data($cell.data('input').val());
+ HTMLWidgets.shinyMode && cellData.push(cellInfo(cell));
+ removeInput($cell, false);
+ }
+ if (HTMLWidgets.shinyMode) {
+ changeInput('cell_edit', cellData, 'DT.cellInfo', null, {priority: "event"});
+ }
+ if (!server) table.draw(false);
+ }
+ });
+ })(target[i], this);
+ }
+ });
+
+ // interaction with shiny
+ if (!HTMLWidgets.shinyMode && !crosstalkOptions.group) return;
+
+ var methods = {};
+ var shinyData = {};
+
+ methods.updateCaption = function(caption) {
+ if (!caption) return;
+ $table.children('caption').replaceWith(caption);
+ }
+
+ // register clear functions to remove input values when the table is removed
+ instance.clearInputs = {};
+
+ var changeInput = function(id, value, type, noCrosstalk, opts) {
+ var event = id;
+ id = el.id + '_' + id;
+ if (type) id = id + ':' + type;
+ // do not update if the new value is the same as old value
+ if (event !== 'cell_edit' && !/_clicked$/.test(event) && shinyData.hasOwnProperty(id) && shinyData[id] === JSON.stringify(value))
+ return;
+ shinyData[id] = JSON.stringify(value);
+ if (HTMLWidgets.shinyMode && Shiny.setInputValue) {
+ Shiny.setInputValue(id, value, opts);
+ if (!instance.clearInputs[id]) instance.clearInputs[id] = function() {
+ Shiny.setInputValue(id, null);
+ }
+ }
+
+ // HACK
+ if (event === "rows_selected" && !noCrosstalk) {
+ if (crosstalkOptions.group) {
+ var keys = crosstalkOptions.key;
+ var selectedKeys = null;
+ if (value) {
+ selectedKeys = [];
+ for (var i = 0; i < value.length; i++) {
+ // The value array's contents use 1-based row numbers, so we must
+ // convert to 0-based before indexing into the keys array.
+ selectedKeys.push(keys[value[i] - 1]);
+ }
+ }
+ instance.ctselectHandle.set(selectedKeys);
+ }
+ }
+ };
+
+ var addOne = function(x) {
+ return x.map(function(i) { return 1 + i; });
+ };
+
+ var unique = function(x) {
+ var ux = [];
+ $.each(x, function(i, el){
+ if ($.inArray(el, ux) === -1) ux.push(el);
+ });
+ return ux;
+ }
+
+ // change the row index of a cell
+ var tweakCellIndex = function(cell) {
+ var info = cell.index();
+ // some cell may not be valid. e.g, #759
+ // when using the RowGroup extension, datatables will
+ // generate the row label and the cells are not part of
+ // the data thus contain no row/col info
+ if (info === undefined)
+ return {row: null, col: null};
+ if (server) {
+ info.row = DT_rows_current[info.row];
+ } else {
+ info.row += 1;
+ }
+ return {row: info.row, col: info.column};
+ }
+
+ var cleanSelectedValues = function() {
+ changeInput('rows_selected', []);
+ changeInput('columns_selected', []);
+ changeInput('cells_selected', transposeArray2D([]), 'shiny.matrix');
+ }
+ // #828 we should clean the selection on the server-side when the table reloads
+ cleanSelectedValues();
+
+ // a flag to indicates if select extension is initialized or not
+ var flagSelectExt = table.settings()[0]._select !== undefined;
+ // the Select extension should only be used in the client mode and
+ // when the selection.mode is set to none
+ if (data.selection.mode === 'none' && !server && flagSelectExt) {
+ var updateRowsSelected = function() {
+ var rows = table.rows({selected: true});
+ var selected = [];
+ $.each(rows.indexes().toArray(), function(i, v) {
+ selected.push(v + 1);
+ });
+ changeInput('rows_selected', selected);
+ }
+ var updateColsSelected = function() {
+ var columns = table.columns({selected: true});
+ changeInput('columns_selected', columns.indexes().toArray());
+ }
+ var updateCellsSelected = function() {
+ var cells = table.cells({selected: true});
+ var selected = [];
+ cells.every(function() {
+ var row = this.index().row;
+ var col = this.index().column;
+ selected = selected.concat([[row + 1, col]]);
+ });
+ changeInput('cells_selected', transposeArray2D(selected), 'shiny.matrix');
+ }
+ table.on('select deselect', function(e, dt, type, indexes) {
+ updateRowsSelected();
+ updateColsSelected();
+ updateCellsSelected();
+ })
+ updateRowsSelected();
+ updateColsSelected();
+ updateCellsSelected();
+ }
+
+ var selMode = data.selection.mode, selTarget = data.selection.target;
+ var selDisable = data.selection.selectable === false;
+ if (inArray(selMode, ['single', 'multiple'])) {
+ var selClass = inArray(data.style, ['bootstrap', 'bootstrap4']) ? 'active' : 'selected';
+ // selected1: row indices; selected2: column indices
+ var initSel = function(x) {
+ if (x === null || typeof x === 'boolean' || selTarget === 'cell') {
+ return {rows: [], cols: []};
+ } else if (selTarget === 'row') {
+ return {rows: $.makeArray(x), cols: []};
+ } else if (selTarget === 'column') {
+ return {rows: [], cols: $.makeArray(x)};
+ } else if (selTarget === 'row+column') {
+ return {rows: $.makeArray(x.rows), cols: $.makeArray(x.cols)};
+ }
+ }
+ var selected = data.selection.selected;
+ var selected1 = initSel(selected).rows, selected2 = initSel(selected).cols;
+ // selectable should contain either all positive or all non-positive values, not both
+ // positive values indicate "selectable" while non-positive values means "nonselectable"
+ // the assertion is performed on R side. (only column indicides could be zero which indicates
+ // the row name)
+ var selectable = data.selection.selectable;
+ var selectable1 = initSel(selectable).rows, selectable2 = initSel(selectable).cols;
+
+ // After users reorder the rows or filter the table, we cannot use the table index
+ // directly. Instead, we need this function to find out the rows between the two clicks.
+ // If user filter the table again between the start click and the end click, the behavior
+ // would be undefined, but it should not be a problem.
+ var shiftSelRowsIndex = function(start, end) {
+ var indexes = server ? DT_rows_all : table.rows({ search: 'applied' }).indexes().toArray();
+ start = indexes.indexOf(start); end = indexes.indexOf(end);
+ // if start is larger than end, we need to swap
+ if (start > end) {
+ var tmp = end; end = start; start = tmp;
+ }
+ return indexes.slice(start, end + 1);
+ }
+
+ var serverRowIndex = function(clientRowIndex) {
+ return server ? DT_rows_current[clientRowIndex] : clientRowIndex + 1;
+ }
+
+ // row, column, or cell selection
+ var lastClickedRow;
+ if (inArray(selTarget, ['row', 'row+column'])) {
+ // Get the current selected rows. It will also
+ // update the selected1's value based on the current row selection state
+ // Note we can't put this function inside selectRows() directly,
+ // the reason is method.selectRows() will override selected1's value but this
+ // function will add rows to selected1 (keep the existing selection), which is
+ // inconsistent with column and cell selection.
+ var selectedRows = function() {
+ var rows = table.rows('.' + selClass);
+ var idx = rows.indexes().toArray();
+ if (!server) {
+ selected1 = addOne(idx);
+ return selected1;
+ }
+ idx = idx.map(function(i) {
+ return DT_rows_current[i];
+ });
+ selected1 = selMode === 'multiple' ? unique(selected1.concat(idx)) : idx;
+ return selected1;
+ }
+ // Change selected1's value based on selectable1, then refresh the row state
+ var onlyKeepSelectableRows = function() {
+ if (selDisable) { // users can't select; useful when only want backend select
+ selected1 = [];
+ return;
+ }
+ if (selectable1.length === 0) return;
+ var nonselectable = selectable1[0] <= 0;
+ if (nonselectable) {
+ // should make selectable1 positive
+ selected1 = $(selected1).not(selectable1.map(function(i) { return -i; })).get();
+ } else {
+ selected1 = $(selected1).filter(selectable1).get();
+ }
+ }
+ // Change selected1's value based on selectable1, then
+ // refresh the row selection state according to values in selected1
+ var selectRows = function(ignoreSelectable) {
+ if (!ignoreSelectable) onlyKeepSelectableRows();
+ table.$('tr.' + selClass).removeClass(selClass);
+ if (selected1.length === 0) return;
+ if (server) {
+ table.rows({page: 'current'}).every(function() {
+ if (inArray(DT_rows_current[this.index()], selected1)) {
+ $(this.node()).addClass(selClass);
+ }
+ });
+ } else {
+ var selected0 = selected1.map(function(i) { return i - 1; });
+ $(table.rows(selected0).nodes()).addClass(selClass);
+ }
+ }
+ table.on('mousedown.dt', 'tbody tr', function(e) {
+ var $this = $(this), thisRow = table.row(this);
+ if (selMode === 'multiple') {
+ if (e.shiftKey && lastClickedRow !== undefined) {
+ // select or de-select depends on the last clicked row's status
+ var flagSel = !$this.hasClass(selClass);
+ var crtClickedRow = serverRowIndex(thisRow.index());
+ if (server) {
+ var rowsIndex = shiftSelRowsIndex(lastClickedRow, crtClickedRow);
+ // update current page's selClass
+ rowsIndex.map(function(i) {
+ var rowIndex = DT_rows_current.indexOf(i);
+ if (rowIndex >= 0) {
+ var row = table.row(rowIndex).nodes().to$();
+ var flagRowSel = !row.hasClass(selClass);
+ if (flagSel === flagRowSel) row.toggleClass(selClass);
+ }
+ });
+ // update selected1
+ if (flagSel) {
+ selected1 = unique(selected1.concat(rowsIndex));
+ } else {
+ selected1 = selected1.filter(function(index) {
+ return !inArray(index, rowsIndex);
+ });
+ }
+ } else {
+ // js starts from 0
+ shiftSelRowsIndex(lastClickedRow - 1, crtClickedRow - 1).map(function(value) {
+ var row = table.row(value).nodes().to$();
+ var flagRowSel = !row.hasClass(selClass);
+ if (flagSel === flagRowSel) row.toggleClass(selClass);
+ });
+ }
+ e.preventDefault();
+ } else {
+ $this.toggleClass(selClass);
+ }
+ } else {
+ if ($this.hasClass(selClass)) {
+ $this.removeClass(selClass);
+ } else {
+ table.$('tr.' + selClass).removeClass(selClass);
+ $this.addClass(selClass);
+ }
+ }
+ if (server && !$this.hasClass(selClass)) {
+ var id = DT_rows_current[thisRow.index()];
+ // remove id from selected1 since its class .selected has been removed
+ if (inArray(id, selected1)) selected1.splice($.inArray(id, selected1), 1);
+ }
+ selectedRows(); // update selected1's value based on selClass
+ selectRows(false); // only keep the selectable rows
+ changeInput('rows_selected', selected1);
+ changeInput('row_last_clicked', serverRowIndex(thisRow.index()), null, null, {priority: 'event'});
+ lastClickedRow = serverRowIndex(thisRow.index());
+ });
+ selectRows(false); // in case users have specified pre-selected rows
+ // restore selected rows after the table is redrawn (e.g. sort/search/page);
+ // client-side tables will preserve the selections automatically; for
+ // server-side tables, we have to *real* row indices are in `selected1`
+ changeInput('rows_selected', selected1);
+ if (server) table.on('draw.dt', function(e) { selectRows(false); });
+ methods.selectRows = function(selected, ignoreSelectable) {
+ selected1 = $.makeArray(selected);
+ selectRows(ignoreSelectable);
+ changeInput('rows_selected', selected1);
+ }
+ }
+
+ if (inArray(selTarget, ['column', 'row+column'])) {
+ if (selTarget === 'row+column') {
+ $(table.columns().footer()).css('cursor', 'pointer');
+ }
+ // update selected2's value based on selectable2
+ var onlyKeepSelectableCols = function() {
+ if (selDisable) { // users can't select; useful when only want backend select
+ selected2 = [];
+ return;
+ }
+ if (selectable2.length === 0) return;
+ var nonselectable = selectable2[0] <= 0;
+ if (nonselectable) {
+ // need to make selectable2 positive
+ selected2 = $(selected2).not(selectable2.map(function(i) { return -i; })).get();
+ } else {
+ selected2 = $(selected2).filter(selectable2).get();
+ }
+ }
+ // update selected2 and then
+ // refresh the col selection state according to values in selected2
+ var selectCols = function(ignoreSelectable) {
+ if (!ignoreSelectable) onlyKeepSelectableCols();
+ // if selected2 is not a valide index (e.g., larger than the column number)
+ // table.columns(selected2) will fail and result in a blank table
+ // this is different from the table.rows(), where the out-of-range indexes
+ // doesn't affect at all
+ selected2 = $(selected2).filter(table.columns().indexes()).get();
+ table.columns().nodes().flatten().to$().removeClass(selClass);
+ if (selected2.length > 0)
+ table.columns(selected2).nodes().flatten().to$().addClass(selClass);
+ }
+ var callback = function() {
+ var colIdx = selTarget === 'column' ? table.cell(this).index().column :
+ $.inArray(this, table.columns().footer()),
+ thisCol = $(table.column(colIdx).nodes());
+ if (colIdx === -1) return;
+ if (thisCol.hasClass(selClass)) {
+ thisCol.removeClass(selClass);
+ selected2.splice($.inArray(colIdx, selected2), 1);
+ } else {
+ if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
+ thisCol.addClass(selClass);
+ selected2 = selMode === 'single' ? [colIdx] : unique(selected2.concat([colIdx]));
+ }
+ selectCols(false); // update selected2 based on selectable
+ changeInput('columns_selected', selected2);
+ }
+ if (selTarget === 'column') {
+ $(table.table().body()).on('click.dt', 'td', callback);
+ } else {
+ $(table.table().footer()).on('click.dt', 'tr th', callback);
+ }
+ selectCols(false); // in case users have specified pre-selected columns
+ changeInput('columns_selected', selected2);
+ if (server) table.on('draw.dt', function(e) { selectCols(false); });
+ methods.selectColumns = function(selected, ignoreSelectable) {
+ selected2 = $.makeArray(selected);
+ selectCols(ignoreSelectable);
+ changeInput('columns_selected', selected2);
+ }
+ }
+
+ if (selTarget === 'cell') {
+ var selected3 = [], selectable3 = [];
+ if (selected !== null) selected3 = selected;
+ if (selectable !== null && typeof selectable !== 'boolean') selectable3 = selectable;
+ var findIndex = function(ij, sel) {
+ for (var i = 0; i < sel.length; i++) {
+ if (ij[0] === sel[i][0] && ij[1] === sel[i][1]) return i;
+ }
+ return -1;
+ }
+ // Change selected3's value based on selectable3, then refresh the cell state
+ var onlyKeepSelectableCells = function() {
+ if (selDisable) { // users can't select; useful when only want backend select
+ selected3 = [];
+ return;
+ }
+ if (selectable3.length === 0) return;
+ var nonselectable = selectable3[0][0] <= 0;
+ var out = [];
+ if (nonselectable) {
+ selected3.map(function(ij) {
+ // should make selectable3 positive
+ if (findIndex([-ij[0], -ij[1]], selectable3) === -1) { out.push(ij); }
+ });
+ } else {
+ selected3.map(function(ij) {
+ if (findIndex(ij, selectable3) > -1) { out.push(ij); }
+ });
+ }
+ selected3 = out;
+ }
+ // Change selected3's value based on selectable3, then
+ // refresh the cell selection state according to values in selected3
+ var selectCells = function(ignoreSelectable) {
+ if (!ignoreSelectable) onlyKeepSelectableCells();
+ table.$('td.' + selClass).removeClass(selClass);
+ if (selected3.length === 0) return;
+ if (server) {
+ table.cells({page: 'current'}).every(function() {
+ var info = tweakCellIndex(this);
+ if (findIndex([info.row, info.col], selected3) > -1)
+ $(this.node()).addClass(selClass);
+ });
+ } else {
+ selected3.map(function(ij) {
+ $(table.cell(ij[0] - 1, ij[1]).node()).addClass(selClass);
+ });
+ }
+ };
+ table.on('click.dt', 'tbody td', function() {
+ var $this = $(this), info = tweakCellIndex(table.cell(this));
+ if ($this.hasClass(selClass)) {
+ $this.removeClass(selClass);
+ selected3.splice(findIndex([info.row, info.col], selected3), 1);
+ } else {
+ if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
+ $this.addClass(selClass);
+ selected3 = selMode === 'single' ? [[info.row, info.col]] :
+ unique(selected3.concat([[info.row, info.col]]));
+ }
+ selectCells(false); // must call this to update selected3 based on selectable3
+ changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
+ });
+ selectCells(false); // in case users have specified pre-selected columns
+ changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
+
+ if (server) table.on('draw.dt', function(e) { selectCells(false); });
+ methods.selectCells = function(selected, ignoreSelectable) {
+ selected3 = selected ? selected : [];
+ selectCells(ignoreSelectable);
+ changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
+ }
+ }
+ }
+
+ // expose some table info to Shiny
+ var updateTableInfo = function(e, settings) {
+ // TODO: is anyone interested in the page info?
+ // changeInput('page_info', table.page.info());
+ var updateRowInfo = function(id, modifier) {
+ var idx;
+ if (server) {
+ idx = modifier.page === 'current' ? DT_rows_current : DT_rows_all;
+ } else {
+ var rows = table.rows($.extend({
+ search: 'applied',
+ page: 'all'
+ }, modifier));
+ idx = addOne(rows.indexes().toArray());
+ }
+ changeInput('rows' + '_' + id, idx);
+ };
+ updateRowInfo('current', {page: 'current'});
+ updateRowInfo('all', {});
+ }
+ table.on('draw.dt', updateTableInfo);
+ updateTableInfo();
+
+ // state info
+ table.on('draw.dt column-visibility.dt', function() {
+ changeInput('state', table.state());
+ });
+ changeInput('state', table.state());
+
+ // search info
+ var updateSearchInfo = function() {
+ changeInput('search', table.search());
+ if (filterRow) changeInput('search_columns', filterRow.toArray().map(function(td) {
+ return $(td).find('input').first().val();
+ }));
+ }
+ table.on('draw.dt', updateSearchInfo);
+ updateSearchInfo();
+
+ var cellInfo = function(thiz) {
+ var info = tweakCellIndex(table.cell(thiz));
+ info.value = table.cell(thiz).data();
+ return info;
+ }
+ // the current cell clicked on
+ table.on('click.dt', 'tbody td', function() {
+ changeInput('cell_clicked', cellInfo(this), null, null, {priority: 'event'});
+ })
+ changeInput('cell_clicked', {});
+
+ // do not trigger table selection when clicking on links unless they have classes
+ table.on('mousedown.dt', 'tbody td a', function(e) {
+ if (this.className === '') e.stopPropagation();
+ });
+
+ methods.addRow = function(data, rowname, resetPaging) {
+ var n = table.columns().indexes().length, d = n - data.length;
+ if (d === 1) {
+ data = rowname.concat(data)
+ } else if (d !== 0) {
+ console.log(data);
+ console.log(table.columns().indexes());
+ throw 'New data must be of the same length as current data (' + n + ')';
+ };
+ table.row.add(data).draw(resetPaging);
+ }
+
+ methods.updateSearch = function(keywords) {
+ if (keywords.global !== null)
+ $(table.table().container()).find('input[type=search]').first()
+ .val(keywords.global).trigger('input');
+ var columns = keywords.columns;
+ if (!filterRow || columns === null) return;
+ filterRow.toArray().map(function(td, i) {
+ var v = typeof columns === 'string' ? columns : columns[i];
+ if (typeof v === 'undefined') {
+ console.log('The search keyword for column ' + i + ' is undefined')
+ return;
+ }
+ // Update column search string and values on linked filter widgets.
+ // 'input' for factor and char filters, 'change' for numeric filters.
+ $(td).find('input').first().val(v).trigger('input', [true]).trigger('change');
+ });
+ table.draw();
+ }
+
+ methods.hideCols = function(hide, reset) {
+ if (reset) table.columns().visible(true, false);
+ table.columns(hide).visible(false);
+ }
+
+ methods.showCols = function(show, reset) {
+ if (reset) table.columns().visible(false, false);
+ table.columns(show).visible(true);
+ }
+
+ methods.colReorder = function(order, origOrder) {
+ table.colReorder.order(order, origOrder);
+ }
+
+ methods.selectPage = function(page) {
+ if (table.page.info().pages < page || page < 1) {
+ throw 'Selected page is out of range';
+ };
+ table.page(page - 1).draw(false);
+ }
+
+ methods.reloadData = function(resetPaging, clearSelection) {
+ // empty selections first if necessary
+ if (methods.selectRows && inArray('row', clearSelection)) methods.selectRows([]);
+ if (methods.selectColumns && inArray('column', clearSelection)) methods.selectColumns([]);
+ if (methods.selectCells && inArray('cell', clearSelection)) methods.selectCells([]);
+ table.ajax.reload(null, resetPaging);
+ }
+
+ // update table filters (set new limits of sliders)
+ methods.updateFilters = function(newProps) {
+ // loop through each filter in the filter row
+ filterRow.each(function(i, td) {
+ var k = i;
+ if (filterRow.length > newProps.length) {
+ if (i === 0) return; // first column is row names
+ k = i - 1;
+ }
+ // Update the filters to reflect the updated data.
+ // Allow "falsy" (e.g. NULL) to signify a no-op.
+ if (newProps[k]) {
+ setFilterProps(td, newProps[k]);
+ }
+ });
+ };
+
+ table.shinyMethods = methods;
+ },
+ resize: function(el, width, height, instance) {
+ if (instance.data) this.renderValue(el, instance.data, instance);
+
+ // dynamically adjust height if fillContainer = TRUE
+ if (instance.fillContainer)
+ this.fillAvailableHeight(el, height);
+
+ this.adjustWidth(el);
+ },
+
+ // dynamically set the scroll body to fill available height
+ // (used with fillContainer = TRUE)
+ fillAvailableHeight: function(el, availableHeight) {
+
+ // see how much of the table is occupied by header/footer elements
+ // and use that to compute a target scroll body height
+ var dtWrapper = $(el).find('div.dataTables_wrapper');
+ var dtScrollBody = $(el).find($('div.dataTables_scrollBody'));
+ var framingHeight = dtWrapper.innerHeight() - dtScrollBody.innerHeight();
+ var scrollBodyHeight = availableHeight - framingHeight;
+
+ // we need to set `max-height` to none as datatables library now sets this
+ // to a fixed height, disabling the ability to resize to fill the window,
+ // as it will be set to a fixed 100px under such circumstances, e.g., RStudio IDE,
+ // or FlexDashboard
+ // see https://github.com/rstudio/DT/issues/951#issuecomment-1026464509
+ dtScrollBody.css('max-height', 'none');
+ // set the height
+ dtScrollBody.height(scrollBodyHeight + 'px');
+ },
+
+ // adjust the width of columns; remove the hard-coded widths on table and the
+ // scroll header when scrollX/Y are enabled
+ adjustWidth: function(el) {
+ var $el = $(el), table = $el.data('datatable');
+ if (table) table.columns.adjust();
+ $el.find('.dataTables_scrollHeadInner').css('width', '')
+ .children('table').css('margin-left', '');
+ }
+});
+
+ if (!HTMLWidgets.shinyMode) return;
+
+ Shiny.addCustomMessageHandler('datatable-calls', function(data) {
+ var id = data.id;
+ var el = document.getElementById(id);
+ var table = el ? $(el).data('datatable') : null;
+ if (!table) {
+ console.log("Couldn't find table with id " + id);
+ return;
+ }
+
+ var methods = table.shinyMethods, call = data.call;
+ if (methods[call.method]) {
+ methods[call.method].apply(table, call.args);
+ } else {
+ console.log("Unknown method " + call.method);
+ }
+ });
+
+})();
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/css/jquery.dataTables.extra.css b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/css/jquery.dataTables.extra.css
new file mode 100644
index 0000000..b2dd141
--- /dev/null
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/css/jquery.dataTables.extra.css
@@ -0,0 +1,28 @@
+/* Selected rows/cells */
+table.dataTable tr.selected td, table.dataTable td.selected {
+ background-color: #b0bed9 !important;
+}
+/* In case of scrollX/Y or FixedHeader */
+.dataTables_scrollBody .dataTables_sizing {
+ visibility: hidden;
+}
+
+/* The datatables' theme CSS file doesn't define
+the color but with white background. It leads to an issue that
+when the HTML's body color is set to 'white', the user can't
+see the text since the background is white. One case happens in the
+RStudio's IDE when inline viewing the DT table inside an Rmd file,
+if the IDE theme is set to "Cobalt".
+
+See https://github.com/rstudio/DT/issues/447 for more info
+
+This fixes should have little side-effects because all the other elements
+of the default theme use the #333 font color.
+
+TODO: The upstream may use relative colors for both the table background
+and the color. It means the table can display well without this patch
+then. At that time, we need to remove the below CSS attributes.
+*/
+div.datatables {
+ color: #333;
+}
diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/css/jquery.dataTables.min.css b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/css/jquery.dataTables.min.css
new file mode 100644
index 0000000..ad59f84
--- /dev/null
+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/css/jquery.dataTables.min.css
@@ -0,0 +1 @@
+:root{--dt-row-selected: 13, 110, 253;--dt-row-selected-text: 255, 255, 255;--dt-row-selected-link: 9, 10, 11;--dt-row-stripe: 0, 0, 0;--dt-row-hover: 0, 0, 0;--dt-column-ordering: 0, 0, 0;--dt-html-background: white}:root.dark{--dt-html-background: rgb(33, 37, 41)}table.dataTable td.dt-control{text-align:center;cursor:pointer}table.dataTable td.dt-control:before{display:inline-block;color:rgba(0, 0, 0, 0.5);content:"►"}table.dataTable tr.dt-hasChild td.dt-control:before{content:"▼"}html.dark table.dataTable td.dt-control:before{color:rgba(255, 255, 255, 0.5)}html.dark table.dataTable tr.dt-hasChild td.dt-control:before{color:rgba(255, 255, 255, 0.5)}table.dataTable thead>tr>th.sorting,table.dataTable thead>tr>th.sorting_asc,table.dataTable thead>tr>th.sorting_desc,table.dataTable thead>tr>th.sorting_asc_disabled,table.dataTable thead>tr>th.sorting_desc_disabled,table.dataTable thead>tr>td.sorting,table.dataTable thead>tr>td.sorting_asc,table.dataTable thead>tr>td.sorting_desc,table.dataTable thead>tr>td.sorting_asc_disabled,table.dataTable thead>tr>td.sorting_desc_disabled{cursor:pointer;position:relative;padding-right:26px}table.dataTable thead>tr>th.sorting:before,table.dataTable thead>tr>th.sorting:after,table.dataTable thead>tr>th.sorting_asc:before,table.dataTable thead>tr>th.sorting_asc:after,table.dataTable thead>tr>th.sorting_desc:before,table.dataTable thead>tr>th.sorting_desc:after,table.dataTable thead>tr>th.sorting_asc_disabled:before,table.dataTable thead>tr>th.sorting_asc_disabled:after,table.dataTable thead>tr>th.sorting_desc_disabled:before,table.dataTable thead>tr>th.sorting_desc_disabled:after,table.dataTable thead>tr>td.sorting:before,table.dataTable thead>tr>td.sorting:after,table.dataTable thead>tr>td.sorting_asc:before,table.dataTable thead>tr>td.sorting_asc:after,table.dataTable thead>tr>td.sorting_desc:before,table.dataTable thead>tr>td.sorting_desc:after,table.dataTable 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diff --git a/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/js/jquery.dataTables.min.js b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/js/jquery.dataTables.min.js
new file mode 100644
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+++ b/SSR/2024/13. ANCOVA/12. ANCOVA_files/libs/dt-core-1.13.6/js/jquery.dataTables.min.js
@@ -0,0 +1,4 @@
+/*! DataTables 1.13.6
+ * ©2008-2023 SpryMedia Ltd - datatables.net/license
+ */
+!function(n){"use strict";var a;"function"==typeof define&&define.amd?define(["jquery"],function(t){return n(t,window,document)}):"object"==typeof exports?(a=require("jquery"),"undefined"==typeof window?module.exports=function(t,e){return t=t||window,e=e||a(t),n(e,t,t.document)}:n(a,window,window.document)):window.DataTable=n(jQuery,window,document)}(function(P,j,v,H){"use strict";function d(t){var e=parseInt(t,10);return!isNaN(e)&&isFinite(t)?e:null}function l(t,e,n){var a=typeof t,r="string"==a;return"number"==a||"bigint"==a||!!h(t)||(e&&r&&(t=$(t,e)),n&&r&&(t=t.replace(q,"")),!isNaN(parseFloat(t))&&isFinite(t))}function a(t,e,n){var a;return!!h(t)||(h(a=t)||"string"==typeof a)&&!!l(t.replace(V,"").replace(/
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@@ -117,20 +160,20 @@ ANCOVA
Assumptions
Same as ANOVA
-Independence of the covariate and treatment effect §13.4.1.
+ Independence of the covariate and treatment effect §12.5.1.
No difference on ANOVA with covar and independent variable
Matching experimental groups on the covariate
-Homogeneity of regression slopes §13.4.2.
+ Homogeneity of regression slopes §12.5.2.
Visual: scatterplot dep var * covar per condition
Testing: interaction indep. var * covar
-
-Independence of the covariate and treatment effect
+
+Independence of the covariate and treatment effect (Fig 12.2)
@@ -151,27 +194,28 @@ Data example
Simulate data
# Simulate data
- n <- 20
- k <- 3
- nationality <- round (runif (n,1 ,k),0 )
- nationality <- factor (nationality)
-levels (nationality) <- c ("Dutch" , "German" , "Belgian" )
- mu.covar <- 8
- sigma.covar <- 1
- openness <- round (rnorm (n,mu.covar,sigma.covar),2 )
-
-# Create dummy variables
- dummy.1 <- ifelse (nationality == "German" , 1 , 0 )
- dummy.2 <- ifelse (nationality == "Belgian" , 1 , 0 )
-
-# Set parameters
- b.0 <- 15 # initial value for group 1
- b.1 <- 3 # difference between group 1 and 2
- b.2 <- 4 # difference between group 1 and 3
- b.3 <- 3 # Weight for covariate
-
-# Create error
- error <- rnorm (n,0 ,1 )
+
set.seed (123 )
+
n <- 20
+
k <- 3
+
nationality <- round (runif (n,1 ,k),0 )
+
nationality <- factor (nationality)
+
levels (nationality) <- c ("Dutch" , "German" , "Belgian" )
+
mu.covar <- 8
+
sigma.covar <- 1
+
openness <- round (rnorm (n,mu.covar,sigma.covar),2 )
+
+
# Create dummy variables
+
dummy.1 <- ifelse (nationality == "German" , 1 , 0 )
+
dummy.2 <- ifelse (nationality == "Belgian" , 1 , 0 )
+
+
# Set parameters
+
b.0 <- 15 # initial value for group 1
+
b.1 <- 3 # difference between group 1 and 2
+
b.2 <- 4 # difference between group 1 and 3
+
b.3 <- 3 # Weight for covariate
+
+
# Create error
+
error <- rnorm (n,0 ,1 )
@@ -190,8 +234,8 @@ Dummies
@@ -200,8 +244,8 @@
The data
@@ -211,9 +255,9 @@
Observed g
aggregate (extraversion ~ nationality, data, mean)
nationality extraversion
-1 Dutch 38.67000
-2 German 42.16625
-3 Belgian 43.79800
+1 Dutch 40.87000
+2 German 42.03889
+3 Belgian 41.39143
@@ -229,22 +273,27 @@ Model fit with
Coefficients:
(Intercept) nationalityGerman nationalityBelgian
- 38.670 3.496 5.128
-
- fit.group$ coefficients[2 : 3 ] + fit.group$ coefficients[1 ]
-
-
nationalityGerman nationalityBelgian
- 42.16625 43.79800
+ 40.8700 1.1689 0.5214
- \({Dutch} = 38.67 \> {German} = 42.16625 \> {Belgian} = 43.798\)
+
-
-Model fit with only covar
+
+Model fit with only covariate
What are the beta coefficients when we fit a model that only has the covariate as predictor variable?
-
fit.covar <- lm (extraversion ~ openness, data)
- fit.covar
+
fit.covar <- lm (extraversion ~ openness, data)
+ fit.covar
Call:
@@ -252,14 +301,16 @@ Model
Coefficients:
(Intercept) openness
- 15.667 3.185
+ 21.128 2.592
+\(\beta_{0} = 21.13\)
+\(\beta_{Open} = 2.59\)
Model fit with all predictor variables (factor + covariate)
-
fit <- lm (extraversion ~ nationality + openness, data); fit
+
fit <- lm (extraversion ~ nationality + openness, data); fit
Call:
@@ -267,31 +318,37 @@ fit$ coefficients[2 : 3 ] + fit$ coefficients[1 ]
+
fit$ coefficients[2 : 3 ] + fit$ coefficients[1 ]
nationalityGerman nationalityBelgian
- 18.73401 20.14609
+ 17.51968 18.18716
-\({Dutch} = 15.96 \> {German} = 18.73 \> {Belgian} = 20.14\)
+\(\beta_{Dutch} = 14.42\)
+\(\beta_{German} = 3.1\)
+\(\beta_{Belgian} = 3.77\)
+\(\beta_{Open} = 3.1\)
So what do we predict for each participant??
For a German with a score of 8 on Openness:
-
fit <- lm (extraversion ~ nationality + openness, data); fit$ coefficients
+
fit <- lm (extraversion ~ nationality + openness, data); fit$ coefficients
(Intercept) nationalityGerman nationalityBelgian openness
- 15.964661 2.769346 4.181430 2.880866
-
-
unname (fit$ coefficients[1 ] + 1 * fit$ coefficients[2 ] + 0 * fit$ coefficients[3 ] +
- 8 * fit$ coefficients[4 ])
-
-
[1] 41.78093
+ 14.420540 3.099136 3.766619 3.098033
+
+\(\beta_{0} = 14.42\)
+\(\beta_{German} = 3.1\)
+\(\beta_{Open} = 3.1\)
+
+Prediction for German: 14.42 + 3.1 + 8 * 3.1 = 42.3
+
+
How about a Belgian with 6 Openness?
@@ -299,13 +356,13 @@ Total variance
What is the total variance?
\({MS}_{total} = s^2_{extraversion} = \frac{{SS}_{extraversion}}{{df}_{extraversion}}\)
-
ms.t <- var (data$ extraversion); ms.t
+
ms.t <- var (data$ extraversion); ms.t
-
[1] 11.97756
+
[1] 9.350571
-
ss.t <- var (data$ extraversion) * (length (data$ extraversion) - 1 ); ss.t
+
ss.t <- var (data$ extraversion) * (length (data$ extraversion) - 1 ); ss.t
-
[1] 227.5737
+
[1] 177.6609
@@ -314,8 +371,8 @@ The data
@@ -333,8 +390,8 @@ Model varianc
@@ -359,8 +416,8 @@
@@ -383,20 +440,20 @@ E
Sums of squares
-
SS.model <- with (data, sum ((model - grand.mean)^ 2 ))
- SS.error <- with (data, sum ((extraversion - model)^ 2 ))
-
-# Sums of squares for individual effects
- SS.model.group <- with (data, sum ((model.group - grand.mean)^ 2 ))
- SS.model.covar <- with (data, sum ((model.covar - grand.mean)^ 2 ))
-
- SS.covar <- SS.model - SS.model.group; SS.covar ## SS.covar corrected for group
+
SS.model <- with (data, sum ((model - grand.mean)^ 2 ))
+ SS.error <- with (data, sum ((extraversion - model)^ 2 ))
+
+# Sums of squares for individual effects
+ SS.model.group <- with (data, sum ((model.group - grand.mean)^ 2 ))
+ SS.model.covar <- with (data, sum ((model.covar - grand.mean)^ 2 ))
+
+ SS.covar <- SS.model - SS.model.group; SS.covar ## SS.covar corrected for group
-
[1] 121.8463
+
[1] 160.5173
-
SS.group <- SS.model - SS.model.covar; SS.group ## SS.group corrected for covar
+
SS.group <- SS.model - SS.model.covar; SS.group ## SS.group corrected for covar
-
[1] 54.65778
+
[1] 33.46307
@@ -404,26 +461,26 @@ Sums of squares
F-ratio
\(F = \frac{{MS}_{model}}{{MS}_{error}} = \frac{{SIGNAL}}{{NOISE}}\)
-
n <- 20
- k <- 3
- df.model <- k - 1
- df.error <- n - k - 1
-
- MS.model <- SS.group / df.model
- MS.error <- SS.error / df.error
-
- fStat <- MS.model / MS.error
- fStat
+
n <- 20
+ k <- 3
+ df.model <- k - 1
+ df.error <- n - k - 1
+
+ MS.model <- SS.group / df.model
+ MS.error <- SS.error / df.error
+
+ fStat <- MS.model / MS.error
+ fStat
-
[1] 21.74406
+
[1] 20.78339
\(P\) -value
-
library ("visualize" )
-visualize.f (fStat, df.model, df.error, section = "upper" )
+
library ("visualize" )
+visualize.f (fStat, df.model, df.error, section = "upper" )
@@ -447,30 +504,30 @@
Adjusted/marginal m
Adjusted/marginal means
-
# Add dummy variables
- data$ dummy.1 <- ifelse (data$ nationality == "German" , 1 , 0 )
- data$ dummy.2 <- ifelse (data$ nationality == "Belgian" , 1 , 0 )
-
-# b coefficients
- b.cov <- fit$ coefficients["openness" ]; b.int = fit$ coefficients["(Intercept)" ]
- b.2 <- fit$ coefficients["nationalityGerman" ]; b.3 = fit$ coefficients["nationalityBelgian" ]
-
-# Adjustment factor for the means of the independent variable
- data$ mean.adj <- with (data, b.int + b.cov * mean (openness) + b.2 * dummy.1 + b.3 * dummy.2 )
-
-aggregate (mean.adj ~ nationality, data, mean)
+
# Add dummy variables
+ data$ dummy.1 <- ifelse (data$ nationality == "German" , 1 , 0 )
+ data$ dummy.2 <- ifelse (data$ nationality == "Belgian" , 1 , 0 )
+
+# b coefficients
+ b.cov <- fit$ coefficients["openness" ]; b.int = fit$ coefficients["(Intercept)" ]
+ b.2 <- fit$ coefficients["nationalityGerman" ]; b.3 = fit$ coefficients["nationalityBelgian" ]
+
+# Adjustment factor for the means of the independent variable
+ data$ mean.adj <- with (data, b.int + b.cov * mean (openness) + b.2 * dummy.1 + b.3 * dummy.2 )
+
+aggregate (mean.adj ~ nationality, data, mean)
nationality mean.adj
-1 Dutch 39.19740
-2 German 41.96675
-3 Belgian 43.37883
+1 Dutch 38.86557
+2 German 41.96471
+3 Belgian 42.63219
-
aggregate (extraversion ~ nationality, data, mean)
+
aggregate (extraversion ~ nationality, data, mean)
nationality extraversion
-1 Dutch 38.67000
-2 German 42.16625
-3 Belgian 43.79800
+1 Dutch 40.87000
+2 German 42.03889
+3 Belgian 41.39143
diff --git a/SSR/topics/ancova/ancova.qmd b/SSR/topics/ancova/ancova.qmd
index 6ad9a2d..ef3cda6 100644
--- a/SSR/topics/ancova/ancova.qmd
+++ b/SSR/topics/ancova/ancova.qmd
@@ -32,14 +32,14 @@ A covariate is a variable that can be a confounding variable biasing your result
## Assumptions
* Same as ANOVA
-* Independence of the covariate and treatment effect §13.4.1.
+* Independence of the covariate and treatment effect §12.5.1.
* No difference on ANOVA with covar and independent variable
* Matching experimental groups on the covariate
-* Homogeneity of regression slopes §13.4.2.
+* Homogeneity of regression slopes §12.5.2.
* Visual: scatterplot dep var * covar per condition
* Testing: interaction indep. var * covar
-## Independence of the covariate and treatment effect
+## Independence of the covariate and treatment effect (Fig 12.2)
@@ -58,6 +58,7 @@ We want to test the difference in national extraversion but want to also account
```{r, echo=TRUE}
# Simulate data
+set.seed(123)
n <- 20
k <- 3
nationality <- round(runif(n,1,k),0)
@@ -120,7 +121,7 @@ data <- data.frame(nationality, openness, extraversion)
data <- data[order(as.numeric(data$nationality)),]
data <- cbind(n, data)
# Write data for use in SPSS
-write.csv(data, "ANCOVA_Shar.csv", row.names=FALSE)
+write.csv(data, "ANCOVA_OpenNationality.csv", row.names=FALSE)
datatable(data,
extensions = 'Buttons',
@@ -145,13 +146,19 @@ What are the beta coefficients when we fit a model that only has "nationality" a
```{r, echo=TRUE}
fit.group <- lm(extraversion ~ nationality, data); fit.group
-fit.group$coefficients[2:3] + fit.group$coefficients[1]
```
-${Dutch} = `r fit.group$coefficients[1]` \> {German} = `r fit.group$coefficients[2] + fit.group$coefficients[1]` \> {Belgian} = `r fit.group$coefficients[3] + fit.group$coefficients[1]`$
+- $\beta_{0} = `r fit.group$coefficients[1]`$
+- $\beta_{German} = `r round(fit.group$coefficients[2], 2)`$
-## Model fit with only covar {.subsection}
+ - Prediction for German: `r fit.group$coefficients[1]` + `r round(fit.group$coefficients[2], 2)` = `r fit.group$coefficients[1] + round(fit.group$coefficients[2], 2)`
+
+- $\beta_{Belgian} = `r round(fit.group$coefficients[3], 2)`$
+
+ - Prediction for Belgian: `r fit.group$coefficients[1]` + `r round(fit.group$coefficients[3], 2)` = `r fit.group$coefficients[1] + round(fit.group$coefficients[3], 2)`
+
+## Model fit with only covariate {.subsection}
What are the beta coefficients when we fit a model that only has the covariate as predictor variable?
@@ -160,6 +167,11 @@ fit.covar <- lm(extraversion ~ openness, data)
fit.covar
```
+$\beta_{0} = `r round(fit.covar$coefficients[1],2)`$
+
+$\beta_{Open} = `r round(fit.covar$coefficients[2],2)`$
+
+
## Model fit with all predictor variables (factor + covariate)
```{r, echo=TRUE}
@@ -171,7 +183,13 @@ fit$coefficients[2:3] + fit$coefficients[1]
fit$coefficients <- round(fit$coefficients, 2)
```
-${Dutch} = `r fit$coefficients[1]` \> {German} = `r fit$coefficients[2] + fit$coefficients[1]` \> {Belgian} = `r fit$coefficients[3] + fit$coefficients[1]`$
+$\beta_{Dutch} = `r fit$coefficients[1]`$
+
+$\beta_{German} = `r fit$coefficients[2]`$
+
+$\beta_{Belgian} = `r fit$coefficients[3]`$
+
+$\beta_{Open} = `r fit$coefficients[4]`$
## So what do we predict for each participant??
@@ -179,10 +197,14 @@ For a German with a score of 8 on Openness:
```{r, echo=TRUE}
fit <- lm(extraversion ~ nationality + openness, data); fit$coefficients
-
-unname(fit$coefficients[1] + 1 * fit$coefficients[2] + 0 * fit$coefficients[3] +
- 8 * fit$coefficients[4])
```
+- $\beta_{0} = `r round(fit$coefficients[1], 2)`$
+- $\beta_{German} = `r round(fit$coefficients[2], 2)`$
+- $\beta_{Open} = `r round(fit$coefficients[4], 2)`$
+
+ - Prediction for German: `r round(fit$coefficients[1],2)` + `r round(fit$coefficients[2], 2)` + 8 * `r round(fit$coefficients[4],2)` = `r round(fit$coefficients[1] + 1 * fit$coefficients[2] + 0 * fit$coefficients[3] +
+ 8 * fit$coefficients[4],2)`
+
How about a Belgian with 6 Openness?
## Total variance {.subsection}
diff --git a/SSR/topics/ancova/ancova_files/figure-html/unnamed-chunk-14-1.png b/SSR/topics/ancova/ancova_files/figure-html/unnamed-chunk-14-1.png
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diff --git a/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/css/crosstalk.min.css b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/css/crosstalk.min.css
new file mode 100644
index 0000000..6b45382
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/css/crosstalk.min.css
@@ -0,0 +1 @@
+.container-fluid.crosstalk-bscols{margin-left:-30px;margin-right:-30px;white-space:normal}body>.container-fluid.crosstalk-bscols{margin-left:auto;margin-right:auto}.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:inline-block;padding-right:12px;vertical-align:top}@media only screen and (max-width: 480px){.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column{display:block;padding-right:inherit}}.crosstalk-input{margin-bottom:15px}.crosstalk-input .control-label{margin-bottom:0;vertical-align:middle}.crosstalk-input input[type="checkbox"]{margin:4px 0 0;margin-top:1px;line-height:normal}.crosstalk-input .checkbox{position:relative;display:block;margin-top:10px;margin-bottom:10px}.crosstalk-input .checkbox>label{padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.crosstalk-input .checkbox input[type="checkbox"],.crosstalk-input .checkbox-inline input[type="checkbox"]{position:absolute;margin-top:2px;margin-left:-20px}.crosstalk-input .checkbox+.checkbox{margin-top:-5px}.crosstalk-input .checkbox-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.crosstalk-input .checkbox-inline+.checkbox-inline{margin-top:0;margin-left:10px}
diff --git a/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.js b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.js
new file mode 100644
index 0000000..fd9eb53
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.js
@@ -0,0 +1,1474 @@
+(function(){function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o b) {
+ return 1;
+ }
+}
+
+/**
+ * @private
+ */
+
+var FilterSet = function () {
+ function FilterSet() {
+ _classCallCheck(this, FilterSet);
+
+ this.reset();
+ }
+
+ _createClass(FilterSet, [{
+ key: "reset",
+ value: function reset() {
+ // Key: handle ID, Value: array of selected keys, or null
+ this._handles = {};
+ // Key: key string, Value: count of handles that include it
+ this._keys = {};
+ this._value = null;
+ this._activeHandles = 0;
+ }
+ }, {
+ key: "update",
+ value: function update(handleId, keys) {
+ if (keys !== null) {
+ keys = keys.slice(0); // clone before sorting
+ keys.sort(naturalComparator);
+ }
+
+ var _diffSortedLists = (0, _util.diffSortedLists)(this._handles[handleId], keys),
+ added = _diffSortedLists.added,
+ removed = _diffSortedLists.removed;
+
+ this._handles[handleId] = keys;
+
+ for (var i = 0; i < added.length; i++) {
+ this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;
+ }
+ for (var _i = 0; _i < removed.length; _i++) {
+ this._keys[removed[_i]]--;
+ }
+
+ this._updateValue(keys);
+ }
+
+ /**
+ * @param {string[]} keys Sorted array of strings that indicate
+ * a superset of possible keys.
+ * @private
+ */
+
+ }, {
+ key: "_updateValue",
+ value: function _updateValue() {
+ var keys = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : this._allKeys;
+
+ var handleCount = Object.keys(this._handles).length;
+ if (handleCount === 0) {
+ this._value = null;
+ } else {
+ this._value = [];
+ for (var i = 0; i < keys.length; i++) {
+ var count = this._keys[keys[i]];
+ if (count === handleCount) {
+ this._value.push(keys[i]);
+ }
+ }
+ }
+ }
+ }, {
+ key: "clear",
+ value: function clear(handleId) {
+ if (typeof this._handles[handleId] === "undefined") {
+ return;
+ }
+
+ var keys = this._handles[handleId];
+ if (!keys) {
+ keys = [];
+ }
+
+ for (var i = 0; i < keys.length; i++) {
+ this._keys[keys[i]]--;
+ }
+ delete this._handles[handleId];
+
+ this._updateValue();
+ }
+ }, {
+ key: "value",
+ get: function get() {
+ return this._value;
+ }
+ }, {
+ key: "_allKeys",
+ get: function get() {
+ var allKeys = Object.keys(this._keys);
+ allKeys.sort(naturalComparator);
+ return allKeys;
+ }
+ }]);
+
+ return FilterSet;
+}();
+
+exports.default = FilterSet;
+
+},{"./util":11}],4:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+exports.default = group;
+
+var _var2 = require("./var");
+
+var _var3 = _interopRequireDefault(_var2);
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+// Use a global so that multiple copies of crosstalk.js can be loaded and still
+// have groups behave as singletons across all copies.
+global.__crosstalk_groups = global.__crosstalk_groups || {};
+var groups = global.__crosstalk_groups;
+
+function group(groupName) {
+ if (groupName && typeof groupName === "string") {
+ if (!groups.hasOwnProperty(groupName)) {
+ groups[groupName] = new Group(groupName);
+ }
+ return groups[groupName];
+ } else if ((typeof groupName === "undefined" ? "undefined" : _typeof(groupName)) === "object" && groupName._vars && groupName.var) {
+ // Appears to already be a group object
+ return groupName;
+ } else if (Array.isArray(groupName) && groupName.length == 1 && typeof groupName[0] === "string") {
+ return group(groupName[0]);
+ } else {
+ throw new Error("Invalid groupName argument");
+ }
+}
+
+var Group = function () {
+ function Group(name) {
+ _classCallCheck(this, Group);
+
+ this.name = name;
+ this._vars = {};
+ }
+
+ _createClass(Group, [{
+ key: "var",
+ value: function _var(name) {
+ if (!name || typeof name !== "string") {
+ throw new Error("Invalid var name");
+ }
+
+ if (!this._vars.hasOwnProperty(name)) this._vars[name] = new _var3.default(this, name);
+ return this._vars[name];
+ }
+ }, {
+ key: "has",
+ value: function has(name) {
+ if (!name || typeof name !== "string") {
+ throw new Error("Invalid var name");
+ }
+
+ return this._vars.hasOwnProperty(name);
+ }
+ }]);
+
+ return Group;
+}();
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./var":12}],5:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _group = require("./group");
+
+var _group2 = _interopRequireDefault(_group);
+
+var _selection = require("./selection");
+
+var _filter = require("./filter");
+
+var _input = require("./input");
+
+require("./input_selectize");
+
+require("./input_checkboxgroup");
+
+require("./input_slider");
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+var defaultGroup = (0, _group2.default)("default");
+
+function var_(name) {
+ return defaultGroup.var(name);
+}
+
+function has(name) {
+ return defaultGroup.has(name);
+}
+
+if (global.Shiny) {
+ global.Shiny.addCustomMessageHandler("update-client-value", function (message) {
+ if (typeof message.group === "string") {
+ (0, _group2.default)(message.group).var(message.name).set(message.value);
+ } else {
+ var_(message.name).set(message.value);
+ }
+ });
+}
+
+var crosstalk = {
+ group: _group2.default,
+ var: var_,
+ has: has,
+ SelectionHandle: _selection.SelectionHandle,
+ FilterHandle: _filter.FilterHandle,
+ bind: _input.bind
+};
+
+/**
+ * @namespace crosstalk
+ */
+exports.default = crosstalk;
+
+global.crosstalk = crosstalk;
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./group":4,"./input":6,"./input_checkboxgroup":7,"./input_selectize":8,"./input_slider":9,"./selection":10}],6:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+exports.register = register;
+exports.bind = bind;
+var $ = global.jQuery;
+
+var bindings = {};
+
+function register(reg) {
+ bindings[reg.className] = reg;
+ if (global.document && global.document.readyState !== "complete") {
+ $(function () {
+ bind();
+ });
+ } else if (global.document) {
+ setTimeout(bind, 100);
+ }
+}
+
+function bind() {
+ Object.keys(bindings).forEach(function (className) {
+ var binding = bindings[className];
+ $("." + binding.className).not(".crosstalk-input-bound").each(function (i, el) {
+ bindInstance(binding, el);
+ });
+ });
+}
+
+// Escape jQuery identifier
+function $escape(val) {
+ return val.replace(/([!"#$%&'()*+,./:;<=>?@[\\\]^`{|}~])/g, "\\$1");
+}
+
+function bindEl(el) {
+ var $el = $(el);
+ Object.keys(bindings).forEach(function (className) {
+ if ($el.hasClass(className) && !$el.hasClass("crosstalk-input-bound")) {
+ var binding = bindings[className];
+ bindInstance(binding, el);
+ }
+ });
+}
+
+function bindInstance(binding, el) {
+ var jsonEl = $(el).find("script[type='application/json'][data-for='" + $escape(el.id) + "']");
+ var data = JSON.parse(jsonEl[0].innerText);
+
+ var instance = binding.factory(el, data);
+ $(el).data("crosstalk-instance", instance);
+ $(el).addClass("crosstalk-input-bound");
+}
+
+if (global.Shiny) {
+ var inputBinding = new global.Shiny.InputBinding();
+ var _$ = global.jQuery;
+ _$.extend(inputBinding, {
+ find: function find(scope) {
+ return _$(scope).find(".crosstalk-input");
+ },
+ initialize: function initialize(el) {
+ if (!_$(el).hasClass("crosstalk-input-bound")) {
+ bindEl(el);
+ }
+ },
+ getId: function getId(el) {
+ return el.id;
+ },
+ getValue: function getValue(el) {},
+ setValue: function setValue(el, value) {},
+ receiveMessage: function receiveMessage(el, data) {},
+ subscribe: function subscribe(el, callback) {
+ _$(el).data("crosstalk-instance").resume();
+ },
+ unsubscribe: function unsubscribe(el) {
+ _$(el).data("crosstalk-instance").suspend();
+ }
+ });
+ global.Shiny.inputBindings.register(inputBinding, "crosstalk.inputBinding");
+}
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{}],7:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+
+input.register({
+ className: "crosstalk-input-checkboxgroup",
+
+ factory: function factory(el, data) {
+ /*
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var lastKnownKeys = void 0;
+ var $el = $(el);
+ $el.on("change", "input[type='checkbox']", function () {
+ var checked = $el.find("input[type='checkbox']:checked");
+ if (checked.length === 0) {
+ lastKnownKeys = null;
+ ctHandle.clear();
+ } else {
+ var keys = {};
+ checked.each(function () {
+ data.map[this.value].forEach(function (key) {
+ keys[key] = true;
+ });
+ });
+ var keyArray = Object.keys(keys);
+ keyArray.sort();
+ lastKnownKeys = keyArray;
+ ctHandle.set(keyArray);
+ }
+ });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6}],8:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _util = require("./util");
+
+var util = _interopRequireWildcard(_util);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+
+input.register({
+ className: "crosstalk-input-select",
+
+ factory: function factory(el, data) {
+ /*
+ * items: {value: [...], label: [...]}
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+
+ var first = [{ value: "", label: "(All)" }];
+ var items = util.dataframeToD3(data.items);
+ var opts = {
+ options: first.concat(items),
+ valueField: "value",
+ labelField: "label",
+ searchField: "label"
+ };
+
+ var select = $(el).find("select")[0];
+
+ var selectize = $(select).selectize(opts)[0].selectize;
+
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var lastKnownKeys = void 0;
+ selectize.on("change", function () {
+ if (selectize.items.length === 0) {
+ lastKnownKeys = null;
+ ctHandle.clear();
+ } else {
+ var keys = {};
+ selectize.items.forEach(function (group) {
+ data.map[group].forEach(function (key) {
+ keys[key] = true;
+ });
+ });
+ var keyArray = Object.keys(keys);
+ keyArray.sort();
+ lastKnownKeys = keyArray;
+ ctHandle.set(keyArray);
+ }
+ });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6,"./util":11}],9:[function(require,module,exports){
+(function (global){
+"use strict";
+
+var _slicedToArray = function () { function sliceIterator(arr, i) { var _arr = []; var _n = true; var _d = false; var _e = undefined; try { for (var _i = arr[Symbol.iterator](), _s; !(_n = (_s = _i.next()).done); _n = true) { _arr.push(_s.value); if (i && _arr.length === i) break; } } catch (err) { _d = true; _e = err; } finally { try { if (!_n && _i["return"]) _i["return"](); } finally { if (_d) throw _e; } } return _arr; } return function (arr, i) { if (Array.isArray(arr)) { return arr; } else if (Symbol.iterator in Object(arr)) { return sliceIterator(arr, i); } else { throw new TypeError("Invalid attempt to destructure non-iterable instance"); } }; }();
+
+var _input = require("./input");
+
+var input = _interopRequireWildcard(_input);
+
+var _filter = require("./filter");
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+var $ = global.jQuery;
+var strftime = global.strftime;
+
+input.register({
+ className: "crosstalk-input-slider",
+
+ factory: function factory(el, data) {
+ /*
+ * map: {"groupA": ["keyA", "keyB", ...], ...}
+ * group: "ct-groupname"
+ */
+ var ctHandle = new _filter.FilterHandle(data.group);
+
+ var opts = {};
+ var $el = $(el).find("input");
+ var dataType = $el.data("data-type");
+ var timeFormat = $el.data("time-format");
+ var round = $el.data("round");
+ var timeFormatter = void 0;
+
+ // Set up formatting functions
+ if (dataType === "date") {
+ timeFormatter = strftime.utc();
+ opts.prettify = function (num) {
+ return timeFormatter(timeFormat, new Date(num));
+ };
+ } else if (dataType === "datetime") {
+ var timezone = $el.data("timezone");
+ if (timezone) timeFormatter = strftime.timezone(timezone);else timeFormatter = strftime;
+
+ opts.prettify = function (num) {
+ return timeFormatter(timeFormat, new Date(num));
+ };
+ } else if (dataType === "number") {
+ if (typeof round !== "undefined") opts.prettify = function (num) {
+ var factor = Math.pow(10, round);
+ return Math.round(num * factor) / factor;
+ };
+ }
+
+ $el.ionRangeSlider(opts);
+
+ function getValue() {
+ var result = $el.data("ionRangeSlider").result;
+
+ // Function for converting numeric value from slider to appropriate type.
+ var convert = void 0;
+ var dataType = $el.data("data-type");
+ if (dataType === "date") {
+ convert = function convert(val) {
+ return formatDateUTC(new Date(+val));
+ };
+ } else if (dataType === "datetime") {
+ convert = function convert(val) {
+ // Convert ms to s
+ return +val / 1000;
+ };
+ } else {
+ convert = function convert(val) {
+ return +val;
+ };
+ }
+
+ if ($el.data("ionRangeSlider").options.type === "double") {
+ return [convert(result.from), convert(result.to)];
+ } else {
+ return convert(result.from);
+ }
+ }
+
+ var lastKnownKeys = null;
+
+ $el.on("change.crosstalkSliderInput", function (event) {
+ if (!$el.data("updating") && !$el.data("animating")) {
+ var _getValue = getValue(),
+ _getValue2 = _slicedToArray(_getValue, 2),
+ from = _getValue2[0],
+ to = _getValue2[1];
+
+ var keys = [];
+ for (var i = 0; i < data.values.length; i++) {
+ var val = data.values[i];
+ if (val >= from && val <= to) {
+ keys.push(data.keys[i]);
+ }
+ }
+ keys.sort();
+ ctHandle.set(keys);
+ lastKnownKeys = keys;
+ }
+ });
+
+ // let $el = $(el);
+ // $el.on("change", "input[type="checkbox"]", function() {
+ // let checked = $el.find("input[type="checkbox"]:checked");
+ // if (checked.length === 0) {
+ // ctHandle.clear();
+ // } else {
+ // let keys = {};
+ // checked.each(function() {
+ // data.map[this.value].forEach(function(key) {
+ // keys[key] = true;
+ // });
+ // });
+ // let keyArray = Object.keys(keys);
+ // keyArray.sort();
+ // ctHandle.set(keyArray);
+ // }
+ // });
+
+ return {
+ suspend: function suspend() {
+ ctHandle.clear();
+ },
+ resume: function resume() {
+ if (lastKnownKeys) ctHandle.set(lastKnownKeys);
+ }
+ };
+ }
+});
+
+// Convert a number to a string with leading zeros
+function padZeros(n, digits) {
+ var str = n.toString();
+ while (str.length < digits) {
+ str = "0" + str;
+ }return str;
+}
+
+// Given a Date object, return a string in yyyy-mm-dd format, using the
+// UTC date. This may be a day off from the date in the local time zone.
+function formatDateUTC(date) {
+ if (date instanceof Date) {
+ return date.getUTCFullYear() + "-" + padZeros(date.getUTCMonth() + 1, 2) + "-" + padZeros(date.getUTCDate(), 2);
+ } else {
+ return null;
+ }
+}
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./filter":2,"./input":6}],10:[function(require,module,exports){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+exports.SelectionHandle = undefined;
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _events = require("./events");
+
+var _events2 = _interopRequireDefault(_events);
+
+var _group = require("./group");
+
+var _group2 = _interopRequireDefault(_group);
+
+var _util = require("./util");
+
+var util = _interopRequireWildcard(_util);
+
+function _interopRequireWildcard(obj) { if (obj && obj.__esModule) { return obj; } else { var newObj = {}; if (obj != null) { for (var key in obj) { if (Object.prototype.hasOwnProperty.call(obj, key)) newObj[key] = obj[key]; } } newObj.default = obj; return newObj; } }
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+/**
+ * Use this class to read and write (and listen for changes to) the selection
+ * for a Crosstalk group. This is intended to be used for linked brushing.
+ *
+ * If two (or more) `SelectionHandle` instances in the same webpage share the
+ * same group name, they will share the same state. Setting the selection using
+ * one `SelectionHandle` instance will result in the `value` property instantly
+ * changing across the others, and `"change"` event listeners on all instances
+ * (including the one that initiated the sending) will fire.
+ *
+ * @param {string} [group] - The name of the Crosstalk group, or if none,
+ * null or undefined (or any other falsy value). This can be changed later
+ * via the [SelectionHandle#setGroup](#setGroup) method.
+ * @param {Object} [extraInfo] - An object whose properties will be copied to
+ * the event object whenever an event is emitted.
+ */
+var SelectionHandle = exports.SelectionHandle = function () {
+ function SelectionHandle() {
+ var group = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : null;
+ var extraInfo = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : null;
+
+ _classCallCheck(this, SelectionHandle);
+
+ this._eventRelay = new _events2.default();
+ this._emitter = new util.SubscriptionTracker(this._eventRelay);
+
+ // Name of the group we're currently tracking, if any. Can change over time.
+ this._group = null;
+ // The Var we're currently tracking, if any. Can change over time.
+ this._var = null;
+ // The event handler subscription we currently have on var.on("change").
+ this._varOnChangeSub = null;
+
+ this._extraInfo = util.extend({ sender: this }, extraInfo);
+
+ this.setGroup(group);
+ }
+
+ /**
+ * Changes the Crosstalk group membership of this SelectionHandle. The group
+ * being switched away from (if any) will not have its selection value
+ * modified as a result of calling `setGroup`, even if this handle was the
+ * most recent handle to set the selection of the group.
+ *
+ * The group being switched to (if any) will also not have its selection value
+ * modified as a result of calling `setGroup`. If you want to set the
+ * selection value of the new group, call `set` explicitly.
+ *
+ * @param {string} group - The name of the Crosstalk group, or null (or
+ * undefined) to clear the group.
+ */
+
+
+ _createClass(SelectionHandle, [{
+ key: "setGroup",
+ value: function setGroup(group) {
+ var _this = this;
+
+ // If group is unchanged, do nothing
+ if (this._group === group) return;
+ // Treat null, undefined, and other falsy values the same
+ if (!this._group && !group) return;
+
+ if (this._var) {
+ this._var.off("change", this._varOnChangeSub);
+ this._var = null;
+ this._varOnChangeSub = null;
+ }
+
+ this._group = group;
+
+ if (group) {
+ this._var = (0, _group2.default)(group).var("selection");
+ var sub = this._var.on("change", function (e) {
+ _this._eventRelay.trigger("change", e, _this);
+ });
+ this._varOnChangeSub = sub;
+ }
+ }
+
+ /**
+ * Retrieves the current selection for the group represented by this
+ * `SelectionHandle`.
+ *
+ * - If no selection is active, then this value will be falsy.
+ * - If a selection is active, but no data points are selected, then this
+ * value will be an empty array.
+ * - If a selection is active, and data points are selected, then the keys
+ * of the selected data points will be present in the array.
+ */
+
+ }, {
+ key: "_mergeExtraInfo",
+
+
+ /**
+ * Combines the given `extraInfo` (if any) with the handle's default
+ * `_extraInfo` (if any).
+ * @private
+ */
+ value: function _mergeExtraInfo(extraInfo) {
+ // Important incidental effect: shallow clone is returned
+ return util.extend({}, this._extraInfo ? this._extraInfo : null, extraInfo ? extraInfo : null);
+ }
+
+ /**
+ * Overwrites the current selection for the group, and raises the `"change"`
+ * event among all of the group's '`SelectionHandle` instances (including
+ * this one).
+ *
+ * @fires SelectionHandle#change
+ * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see
+ * {@link SelectionHandle#value}).
+ * @param {Object} [extraInfo] - Extra properties to be included on the event
+ * object that's passed to listeners (in addition to any options that were
+ * passed into the `SelectionHandle` constructor).
+ */
+
+ }, {
+ key: "set",
+ value: function set(selectedKeys, extraInfo) {
+ if (this._var) this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));
+ }
+
+ /**
+ * Overwrites the current selection for the group, and raises the `"change"`
+ * event among all of the group's '`SelectionHandle` instances (including
+ * this one).
+ *
+ * @fires SelectionHandle#change
+ * @param {Object} [extraInfo] - Extra properties to be included on the event
+ * object that's passed to listeners (in addition to any that were passed
+ * into the `SelectionHandle` constructor).
+ */
+
+ }, {
+ key: "clear",
+ value: function clear(extraInfo) {
+ if (this._var) this.set(void 0, this._mergeExtraInfo(extraInfo));
+ }
+
+ /**
+ * Subscribes to events on this `SelectionHandle`.
+ *
+ * @param {string} eventType - Indicates the type of events to listen to.
+ * Currently, only `"change"` is supported.
+ * @param {SelectionHandle~listener} listener - The callback function that
+ * will be invoked when the event occurs.
+ * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel
+ * this subscription.
+ */
+
+ }, {
+ key: "on",
+ value: function on(eventType, listener) {
+ return this._emitter.on(eventType, listener);
+ }
+
+ /**
+ * Cancels event subscriptions created by {@link SelectionHandle#on}.
+ *
+ * @param {string} eventType - The type of event to unsubscribe.
+ * @param {string|SelectionHandle~listener} listener - Either the callback
+ * function previously passed into {@link SelectionHandle#on}, or the
+ * string that was returned from {@link SelectionHandle#on}.
+ */
+
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ return this._emitter.off(eventType, listener);
+ }
+
+ /**
+ * Shuts down the `SelectionHandle` object.
+ *
+ * Removes all event listeners that were added through this handle.
+ */
+
+ }, {
+ key: "close",
+ value: function close() {
+ this._emitter.removeAllListeners();
+ this.setGroup(null);
+ }
+ }, {
+ key: "value",
+ get: function get() {
+ return this._var ? this._var.get() : null;
+ }
+ }]);
+
+ return SelectionHandle;
+}();
+
+/**
+ * @callback SelectionHandle~listener
+ * @param {Object} event - An object containing details of the event. For
+ * `"change"` events, this includes the properties `value` (the new
+ * value of the selection, or `undefined` if no selection is active),
+ * `oldValue` (the previous value of the selection), and `sender` (the
+ * `SelectionHandle` instance that made the change).
+ */
+
+/**
+ * @event SelectionHandle#change
+ * @type {object}
+ * @property {object} value - The new value of the selection, or `undefined`
+ * if no selection is active.
+ * @property {object} oldValue - The previous value of the selection.
+ * @property {SelectionHandle} sender - The `SelectionHandle` instance that
+ * changed the value.
+ */
+
+},{"./events":1,"./group":4,"./util":11}],11:[function(require,module,exports){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+exports.extend = extend;
+exports.checkSorted = checkSorted;
+exports.diffSortedLists = diffSortedLists;
+exports.dataframeToD3 = dataframeToD3;
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+function extend(target) {
+ for (var _len = arguments.length, sources = Array(_len > 1 ? _len - 1 : 0), _key = 1; _key < _len; _key++) {
+ sources[_key - 1] = arguments[_key];
+ }
+
+ for (var i = 0; i < sources.length; i++) {
+ var src = sources[i];
+ if (typeof src === "undefined" || src === null) continue;
+
+ for (var key in src) {
+ if (src.hasOwnProperty(key)) {
+ target[key] = src[key];
+ }
+ }
+ }
+ return target;
+}
+
+function checkSorted(list) {
+ for (var i = 1; i < list.length; i++) {
+ if (list[i] <= list[i - 1]) {
+ throw new Error("List is not sorted or contains duplicate");
+ }
+ }
+}
+
+function diffSortedLists(a, b) {
+ var i_a = 0;
+ var i_b = 0;
+
+ if (!a) a = [];
+ if (!b) b = [];
+
+ var a_only = [];
+ var b_only = [];
+
+ checkSorted(a);
+ checkSorted(b);
+
+ while (i_a < a.length && i_b < b.length) {
+ if (a[i_a] === b[i_b]) {
+ i_a++;
+ i_b++;
+ } else if (a[i_a] < b[i_b]) {
+ a_only.push(a[i_a++]);
+ } else {
+ b_only.push(b[i_b++]);
+ }
+ }
+
+ if (i_a < a.length) a_only = a_only.concat(a.slice(i_a));
+ if (i_b < b.length) b_only = b_only.concat(b.slice(i_b));
+ return {
+ removed: a_only,
+ added: b_only
+ };
+}
+
+// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }
+// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]
+function dataframeToD3(df) {
+ var names = [];
+ var length = void 0;
+ for (var name in df) {
+ if (df.hasOwnProperty(name)) names.push(name);
+ if (_typeof(df[name]) !== "object" || typeof df[name].length === "undefined") {
+ throw new Error("All fields must be arrays");
+ } else if (typeof length !== "undefined" && length !== df[name].length) {
+ throw new Error("All fields must be arrays of the same length");
+ }
+ length = df[name].length;
+ }
+ var results = [];
+ var item = void 0;
+ for (var row = 0; row < length; row++) {
+ item = {};
+ for (var col = 0; col < names.length; col++) {
+ item[names[col]] = df[names[col]][row];
+ }
+ results.push(item);
+ }
+ return results;
+}
+
+/**
+ * Keeps track of all event listener additions/removals and lets all active
+ * listeners be removed with a single operation.
+ *
+ * @private
+ */
+
+var SubscriptionTracker = exports.SubscriptionTracker = function () {
+ function SubscriptionTracker(emitter) {
+ _classCallCheck(this, SubscriptionTracker);
+
+ this._emitter = emitter;
+ this._subs = {};
+ }
+
+ _createClass(SubscriptionTracker, [{
+ key: "on",
+ value: function on(eventType, listener) {
+ var sub = this._emitter.on(eventType, listener);
+ this._subs[sub] = eventType;
+ return sub;
+ }
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ var sub = this._emitter.off(eventType, listener);
+ if (sub) {
+ delete this._subs[sub];
+ }
+ return sub;
+ }
+ }, {
+ key: "removeAllListeners",
+ value: function removeAllListeners() {
+ var _this = this;
+
+ var current_subs = this._subs;
+ this._subs = {};
+ Object.keys(current_subs).forEach(function (sub) {
+ _this._emitter.off(current_subs[sub], sub);
+ });
+ }
+ }]);
+
+ return SubscriptionTracker;
+}();
+
+},{}],12:[function(require,module,exports){
+(function (global){
+"use strict";
+
+Object.defineProperty(exports, "__esModule", {
+ value: true
+});
+
+var _typeof = typeof Symbol === "function" && typeof Symbol.iterator === "symbol" ? function (obj) { return typeof obj; } : function (obj) { return obj && typeof Symbol === "function" && obj.constructor === Symbol && obj !== Symbol.prototype ? "symbol" : typeof obj; };
+
+var _createClass = function () { function defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if ("value" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } } return function (Constructor, protoProps, staticProps) { if (protoProps) defineProperties(Constructor.prototype, protoProps); if (staticProps) defineProperties(Constructor, staticProps); return Constructor; }; }();
+
+var _events = require("./events");
+
+var _events2 = _interopRequireDefault(_events);
+
+function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
+
+function _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError("Cannot call a class as a function"); } }
+
+var Var = function () {
+ function Var(group, name, /*optional*/value) {
+ _classCallCheck(this, Var);
+
+ this._group = group;
+ this._name = name;
+ this._value = value;
+ this._events = new _events2.default();
+ }
+
+ _createClass(Var, [{
+ key: "get",
+ value: function get() {
+ return this._value;
+ }
+ }, {
+ key: "set",
+ value: function set(value, /*optional*/event) {
+ if (this._value === value) {
+ // Do nothing; the value hasn't changed
+ return;
+ }
+ var oldValue = this._value;
+ this._value = value;
+ // Alert JavaScript listeners that the value has changed
+ var evt = {};
+ if (event && (typeof event === "undefined" ? "undefined" : _typeof(event)) === "object") {
+ for (var k in event) {
+ if (event.hasOwnProperty(k)) evt[k] = event[k];
+ }
+ }
+ evt.oldValue = oldValue;
+ evt.value = value;
+ this._events.trigger("change", evt, this);
+
+ // TODO: Make this extensible, to let arbitrary back-ends know that
+ // something has changed
+ if (global.Shiny && global.Shiny.onInputChange) {
+ global.Shiny.onInputChange(".clientValue-" + (this._group.name !== null ? this._group.name + "-" : "") + this._name, typeof value === "undefined" ? null : value);
+ }
+ }
+ }, {
+ key: "on",
+ value: function on(eventType, listener) {
+ return this._events.on(eventType, listener);
+ }
+ }, {
+ key: "off",
+ value: function off(eventType, listener) {
+ return this._events.off(eventType, listener);
+ }
+ }]);
+
+ return Var;
+}();
+
+exports.default = Var;
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+
+},{"./events":1}]},{},[5])
+//# sourceMappingURL=crosstalk.js.map
diff --git a/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.js.map b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.js.map
new file mode 100644
index 0000000..cff94f0
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.js.map
@@ -0,0 +1,37 @@
+{
+ "version": 3,
+ "sources": [
+ "node_modules/browser-pack/_prelude.js",
+ "javascript/src/events.js",
+ "javascript/src/filter.js",
+ "javascript/src/filterset.js",
+ "javascript/src/group.js",
+ "javascript/src/index.js",
+ "javascript/src/input.js",
+ "javascript/src/input_checkboxgroup.js",
+ "javascript/src/input_selectize.js",
+ "javascript/src/input_slider.js",
+ "javascript/src/selection.js",
+ "javascript/src/util.js",
+ "javascript/src/var.js"
+ ],
+ "names": [],
+ "mappings": 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+ "sourceRoot": "",
+ "sourcesContent": [
+ "(function(){function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require==\"function\"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error(\"Cannot find module '\"+o+\"'\");throw f.code=\"MODULE_NOT_FOUND\",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require==\"function\"&&require;for(var o=0;o {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Combine the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Close the handle. This clears this handle's contribution to the filter set,\n * and unsubscribes all event listeners.\n */\n close() {\n this._emitter.removeAllListeners();\n this.clear();\n this.setGroup(null);\n }\n\n /**\n * Clear this handle's contribution to the filter set.\n *\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n clear(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.clear(this._id);\n this._onChange(extraInfo);\n }\n\n /**\n * Set this handle's contribution to the filter set. This array should consist\n * of the keys of the rows that _should_ be displayed; any keys that are not\n * present in the array will be considered _filtered out_. Note that multiple\n * `FilterHandle` instances in the group may each contribute an array of keys,\n * and only those keys that appear in _all_ of the arrays make it through the\n * filter.\n *\n * @param {string[]} keys - Empty array, or array of keys. To clear the\n * filter, don't pass an empty array; instead, use the\n * {@link FilterHandle#clear} method.\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n set(keys, extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.update(this._id, keys);\n this._onChange(extraInfo);\n }\n\n /**\n * @return {string[]|null} - Either: 1) an array of keys that made it through\n * all of the `FilterHandle` instances, or, 2) `null`, which means no filter\n * is being applied (all data should be displayed).\n */\n get filteredKeys() {\n return this._filterSet ? this._filterSet.value : null;\n }\n\n /**\n * Subscribe to events on this `FilterHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {FilterHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link FilterHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancel event subscriptions created by {@link FilterHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|FilterHandle~listener} listener - Either the callback\n * function previously passed into {@link FilterHandle#on}, or the\n * string that was returned from {@link FilterHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n _onChange(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterVar.set(this._filterSet.value, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * @callback FilterHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the filter set, or `null` if no filter set is active),\n * `oldValue` (the previous value of the filter set), and `sender` (the\n * `FilterHandle` instance that made the change).\n */\n\n}\n\n/**\n * @event FilterHandle#change\n * @type {object}\n * @property {object} value - The new value of the filter set, or `null`\n * if no filter set is active.\n * @property {object} oldValue - The previous value of the filter set.\n * @property {FilterHandle} sender - The `FilterHandle` instance that\n * changed the value.\n */\n",
+ "import { diffSortedLists } from \"./util\";\n\nfunction naturalComparator(a, b) {\n if (a === b) {\n return 0;\n } else if (a < b) {\n return -1;\n } else if (a > b) {\n return 1;\n }\n}\n\n/**\n * @private\n */\nexport default class FilterSet {\n constructor() {\n this.reset();\n }\n\n reset() {\n // Key: handle ID, Value: array of selected keys, or null\n this._handles = {};\n // Key: key string, Value: count of handles that include it\n this._keys = {};\n this._value = null;\n this._activeHandles = 0;\n }\n\n get value() {\n return this._value;\n }\n\n update(handleId, keys) {\n if (keys !== null) {\n keys = keys.slice(0); // clone before sorting\n keys.sort(naturalComparator);\n }\n\n let {added, removed} = diffSortedLists(this._handles[handleId], keys);\n this._handles[handleId] = keys;\n\n for (let i = 0; i < added.length; i++) {\n this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;\n }\n for (let i = 0; i < removed.length; i++) {\n this._keys[removed[i]]--;\n }\n\n this._updateValue(keys);\n }\n\n /**\n * @param {string[]} keys Sorted array of strings that indicate\n * a superset of possible keys.\n * @private\n */\n _updateValue(keys = this._allKeys) {\n let handleCount = Object.keys(this._handles).length;\n if (handleCount === 0) {\n this._value = null;\n } else {\n this._value = [];\n for (let i = 0; i < keys.length; i++) {\n let count = this._keys[keys[i]];\n if (count === handleCount) {\n this._value.push(keys[i]);\n }\n }\n }\n }\n\n clear(handleId) {\n if (typeof(this._handles[handleId]) === \"undefined\") {\n return;\n }\n\n let keys = this._handles[handleId];\n if (!keys) {\n keys = [];\n }\n\n for (let i = 0; i < keys.length; i++) {\n this._keys[keys[i]]--;\n }\n delete this._handles[handleId];\n\n this._updateValue();\n }\n\n get _allKeys() {\n let allKeys = Object.keys(this._keys);\n allKeys.sort(naturalComparator);\n return allKeys;\n }\n}\n",
+ "import Var from \"./var\";\n\n// Use a global so that multiple copies of crosstalk.js can be loaded and still\n// have groups behave as singletons across all copies.\nglobal.__crosstalk_groups = global.__crosstalk_groups || {};\nlet groups = global.__crosstalk_groups;\n\nexport default function group(groupName) {\n if (groupName && typeof(groupName) === \"string\") {\n if (!groups.hasOwnProperty(groupName)) {\n groups[groupName] = new Group(groupName);\n }\n return groups[groupName];\n } else if (typeof(groupName) === \"object\" && groupName._vars && groupName.var) {\n // Appears to already be a group object\n return groupName;\n } else if (Array.isArray(groupName) &&\n groupName.length == 1 &&\n typeof(groupName[0]) === \"string\") {\n return group(groupName[0]);\n } else {\n throw new Error(\"Invalid groupName argument\");\n }\n}\n\nclass Group {\n constructor(name) {\n this.name = name;\n this._vars = {};\n }\n\n var(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n if (!this._vars.hasOwnProperty(name))\n this._vars[name] = new Var(this, name);\n return this._vars[name];\n }\n\n has(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n return this._vars.hasOwnProperty(name);\n }\n}\n",
+ "import group from \"./group\";\nimport { SelectionHandle } from \"./selection\";\nimport { FilterHandle } from \"./filter\";\nimport { bind } from \"./input\";\nimport \"./input_selectize\";\nimport \"./input_checkboxgroup\";\nimport \"./input_slider\";\n\nconst defaultGroup = group(\"default\");\n\nfunction var_(name) {\n return defaultGroup.var(name);\n}\n\nfunction has(name) {\n return defaultGroup.has(name);\n}\n\nif (global.Shiny) {\n global.Shiny.addCustomMessageHandler(\"update-client-value\", function(message) {\n if (typeof(message.group) === \"string\") {\n group(message.group).var(message.name).set(message.value);\n } else {\n var_(message.name).set(message.value);\n }\n });\n}\n\nconst crosstalk = {\n group: group,\n var: var_,\n has: has,\n SelectionHandle: SelectionHandle,\n FilterHandle: FilterHandle,\n bind: bind\n};\n\n/**\n * @namespace crosstalk\n */\nexport default crosstalk;\nglobal.crosstalk = crosstalk;\n",
+ "let $ = global.jQuery;\n\nlet bindings = {};\n\nexport function register(reg) {\n bindings[reg.className] = reg;\n if (global.document && global.document.readyState !== \"complete\") {\n $(() => {\n bind();\n });\n } else if (global.document) {\n setTimeout(bind, 100);\n }\n}\n\nexport function bind() {\n Object.keys(bindings).forEach(function(className) {\n let binding = bindings[className];\n $(\".\" + binding.className).not(\".crosstalk-input-bound\").each(function(i, el) {\n bindInstance(binding, el);\n });\n });\n}\n\n// Escape jQuery identifier\nfunction $escape(val) {\n return val.replace(/([!\"#$%&'()*+,./:;<=>?@[\\\\\\]^`{|}~])/g, \"\\\\$1\");\n}\n\nfunction bindEl(el) {\n let $el = $(el);\n Object.keys(bindings).forEach(function(className) {\n if ($el.hasClass(className) && !$el.hasClass(\"crosstalk-input-bound\")) {\n let binding = bindings[className];\n bindInstance(binding, el);\n }\n });\n}\n\nfunction bindInstance(binding, el) {\n let jsonEl = $(el).find(\"script[type='application/json'][data-for='\" + $escape(el.id) + \"']\");\n let data = JSON.parse(jsonEl[0].innerText);\n\n let instance = binding.factory(el, data);\n $(el).data(\"crosstalk-instance\", instance);\n $(el).addClass(\"crosstalk-input-bound\");\n}\n\nif (global.Shiny) {\n let inputBinding = new global.Shiny.InputBinding();\n let $ = global.jQuery;\n $.extend(inputBinding, {\n find: function(scope) {\n return $(scope).find(\".crosstalk-input\");\n },\n initialize: function(el) {\n if (!$(el).hasClass(\"crosstalk-input-bound\")) {\n bindEl(el);\n }\n },\n getId: function(el) {\n return el.id;\n },\n getValue: function(el) {\n\n },\n setValue: function(el, value) {\n\n },\n receiveMessage: function(el, data) {\n\n },\n subscribe: function(el, callback) {\n $(el).data(\"crosstalk-instance\").resume();\n },\n unsubscribe: function(el) {\n $(el).data(\"crosstalk-instance\").suspend();\n }\n });\n global.Shiny.inputBindings.register(inputBinding, \"crosstalk.inputBinding\");\n}\n",
+ "import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-checkboxgroup\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n let $el = $(el);\n $el.on(\"change\", \"input[type='checkbox']\", function() {\n let checked = $el.find(\"input[type='checkbox']:checked\");\n if (checked.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n checked.each(function() {\n data.map[this.value].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n",
+ "import * as input from \"./input\";\nimport * as util from \"./util\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-select\",\n\n factory: function(el, data) {\n /*\n * items: {value: [...], label: [...]}\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n\n let first = [{value: \"\", label: \"(All)\"}];\n let items = util.dataframeToD3(data.items);\n let opts = {\n options: first.concat(items),\n valueField: \"value\",\n labelField: \"label\",\n searchField: \"label\"\n };\n\n let select = $(el).find(\"select\")[0];\n\n let selectize = $(select).selectize(opts)[0].selectize;\n\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n selectize.on(\"change\", function() {\n if (selectize.items.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n selectize.items.forEach(function(group) {\n data.map[group].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n",
+ "import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\nlet strftime = global.strftime;\n\ninput.register({\n className: \"crosstalk-input-slider\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let opts = {};\n let $el = $(el).find(\"input\");\n let dataType = $el.data(\"data-type\");\n let timeFormat = $el.data(\"time-format\");\n let round = $el.data(\"round\");\n let timeFormatter;\n\n // Set up formatting functions\n if (dataType === \"date\") {\n timeFormatter = strftime.utc();\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n\n } else if (dataType === \"datetime\") {\n let timezone = $el.data(\"timezone\");\n if (timezone)\n timeFormatter = strftime.timezone(timezone);\n else\n timeFormatter = strftime;\n\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n } else if (dataType === \"number\") {\n if (typeof round !== \"undefined\")\n opts.prettify = function(num) {\n let factor = Math.pow(10, round);\n return Math.round(num * factor) / factor;\n };\n }\n\n $el.ionRangeSlider(opts);\n\n function getValue() {\n let result = $el.data(\"ionRangeSlider\").result;\n\n // Function for converting numeric value from slider to appropriate type.\n let convert;\n let dataType = $el.data(\"data-type\");\n if (dataType === \"date\") {\n convert = function(val) {\n return formatDateUTC(new Date(+val));\n };\n } else if (dataType === \"datetime\") {\n convert = function(val) {\n // Convert ms to s\n return +val / 1000;\n };\n } else {\n convert = function(val) { return +val; };\n }\n\n if ($el.data(\"ionRangeSlider\").options.type === \"double\") {\n return [convert(result.from), convert(result.to)];\n } else {\n return convert(result.from);\n }\n }\n\n let lastKnownKeys = null;\n\n $el.on(\"change.crosstalkSliderInput\", function(event) {\n if (!$el.data(\"updating\") && !$el.data(\"animating\")) {\n let [from, to] = getValue();\n let keys = [];\n for (let i = 0; i < data.values.length; i++) {\n let val = data.values[i];\n if (val >= from && val <= to) {\n keys.push(data.keys[i]);\n }\n }\n keys.sort();\n ctHandle.set(keys);\n lastKnownKeys = keys;\n }\n });\n\n\n // let $el = $(el);\n // $el.on(\"change\", \"input[type=\"checkbox\"]\", function() {\n // let checked = $el.find(\"input[type=\"checkbox\"]:checked\");\n // if (checked.length === 0) {\n // ctHandle.clear();\n // } else {\n // let keys = {};\n // checked.each(function() {\n // data.map[this.value].forEach(function(key) {\n // keys[key] = true;\n // });\n // });\n // let keyArray = Object.keys(keys);\n // keyArray.sort();\n // ctHandle.set(keyArray);\n // }\n // });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n\n\n// Convert a number to a string with leading zeros\nfunction padZeros(n, digits) {\n let str = n.toString();\n while (str.length < digits)\n str = \"0\" + str;\n return str;\n}\n\n// Given a Date object, return a string in yyyy-mm-dd format, using the\n// UTC date. This may be a day off from the date in the local time zone.\nfunction formatDateUTC(date) {\n if (date instanceof Date) {\n return date.getUTCFullYear() + \"-\" +\n padZeros(date.getUTCMonth()+1, 2) + \"-\" +\n padZeros(date.getUTCDate(), 2);\n\n } else {\n return null;\n }\n}\n",
+ "import Events from \"./events\";\nimport grp from \"./group\";\nimport * as util from \"./util\";\n\n/**\n * Use this class to read and write (and listen for changes to) the selection\n * for a Crosstalk group. This is intended to be used for linked brushing.\n *\n * If two (or more) `SelectionHandle` instances in the same webpage share the\n * same group name, they will share the same state. Setting the selection using\n * one `SelectionHandle` instance will result in the `value` property instantly\n * changing across the others, and `\"change\"` event listeners on all instances\n * (including the one that initiated the sending) will fire.\n *\n * @param {string} [group] - The name of the Crosstalk group, or if none,\n * null or undefined (or any other falsy value). This can be changed later\n * via the [SelectionHandle#setGroup](#setGroup) method.\n * @param {Object} [extraInfo] - An object whose properties will be copied to\n * the event object whenever an event is emitted.\n */\nexport class SelectionHandle {\n\n constructor(group = null, extraInfo = null) {\n this._eventRelay = new Events();\n this._emitter = new util.SubscriptionTracker(this._eventRelay);\n\n // Name of the group we're currently tracking, if any. Can change over time.\n this._group = null;\n // The Var we're currently tracking, if any. Can change over time.\n this._var = null;\n // The event handler subscription we currently have on var.on(\"change\").\n this._varOnChangeSub = null;\n\n this._extraInfo = util.extend({ sender: this }, extraInfo);\n\n this.setGroup(group);\n }\n\n /**\n * Changes the Crosstalk group membership of this SelectionHandle. The group\n * being switched away from (if any) will not have its selection value\n * modified as a result of calling `setGroup`, even if this handle was the\n * most recent handle to set the selection of the group.\n *\n * The group being switched to (if any) will also not have its selection value\n * modified as a result of calling `setGroup`. If you want to set the\n * selection value of the new group, call `set` explicitly.\n *\n * @param {string} group - The name of the Crosstalk group, or null (or\n * undefined) to clear the group.\n */\n setGroup(group) {\n // If group is unchanged, do nothing\n if (this._group === group)\n return;\n // Treat null, undefined, and other falsy values the same\n if (!this._group && !group)\n return;\n\n if (this._var) {\n this._var.off(\"change\", this._varOnChangeSub);\n this._var = null;\n this._varOnChangeSub = null;\n }\n\n this._group = group;\n\n if (group) {\n this._var = grp(group).var(\"selection\");\n let sub = this._var.on(\"change\", (e) => {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Retrieves the current selection for the group represented by this\n * `SelectionHandle`.\n *\n * - If no selection is active, then this value will be falsy.\n * - If a selection is active, but no data points are selected, then this\n * value will be an empty array.\n * - If a selection is active, and data points are selected, then the keys\n * of the selected data points will be present in the array.\n */\n get value() {\n return this._var ? this._var.get() : null;\n }\n\n /**\n * Combines the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n // Important incidental effect: shallow clone is returned\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see\n * {@link SelectionHandle#value}).\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `SelectionHandle` constructor).\n */\n set(selectedKeys, extraInfo) {\n if (this._var)\n this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any that were passed\n * into the `SelectionHandle` constructor).\n */\n clear(extraInfo) {\n if (this._var)\n this.set(void 0, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Subscribes to events on this `SelectionHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {SelectionHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancels event subscriptions created by {@link SelectionHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|SelectionHandle~listener} listener - Either the callback\n * function previously passed into {@link SelectionHandle#on}, or the\n * string that was returned from {@link SelectionHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n /**\n * Shuts down the `SelectionHandle` object.\n *\n * Removes all event listeners that were added through this handle.\n */\n close() {\n this._emitter.removeAllListeners();\n this.setGroup(null);\n }\n}\n\n/**\n * @callback SelectionHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the selection, or `undefined` if no selection is active),\n * `oldValue` (the previous value of the selection), and `sender` (the\n * `SelectionHandle` instance that made the change).\n */\n\n/**\n * @event SelectionHandle#change\n * @type {object}\n * @property {object} value - The new value of the selection, or `undefined`\n * if no selection is active.\n * @property {object} oldValue - The previous value of the selection.\n * @property {SelectionHandle} sender - The `SelectionHandle` instance that\n * changed the value.\n */\n",
+ "export function extend(target, ...sources) {\n for (let i = 0; i < sources.length; i++) {\n let src = sources[i];\n if (typeof(src) === \"undefined\" || src === null)\n continue;\n\n for (let key in src) {\n if (src.hasOwnProperty(key)) {\n target[key] = src[key];\n }\n }\n }\n return target;\n}\n\nexport function checkSorted(list) {\n for (let i = 1; i < list.length; i++) {\n if (list[i] <= list[i-1]) {\n throw new Error(\"List is not sorted or contains duplicate\");\n }\n }\n}\n\nexport function diffSortedLists(a, b) {\n let i_a = 0;\n let i_b = 0;\n\n if (!a) a = [];\n if (!b) b = [];\n\n let a_only = [];\n let b_only = [];\n\n checkSorted(a);\n checkSorted(b);\n\n while (i_a < a.length && i_b < b.length) {\n if (a[i_a] === b[i_b]) {\n i_a++;\n i_b++;\n } else if (a[i_a] < b[i_b]) {\n a_only.push(a[i_a++]);\n } else {\n b_only.push(b[i_b++]);\n }\n }\n\n if (i_a < a.length)\n a_only = a_only.concat(a.slice(i_a));\n if (i_b < b.length)\n b_only = b_only.concat(b.slice(i_b));\n return {\n removed: a_only,\n added: b_only\n };\n}\n\n// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }\n// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]\nexport function dataframeToD3(df) {\n let names = [];\n let length;\n for (let name in df) {\n if (df.hasOwnProperty(name))\n names.push(name);\n if (typeof(df[name]) !== \"object\" || typeof(df[name].length) === \"undefined\") {\n throw new Error(\"All fields must be arrays\");\n } else if (typeof(length) !== \"undefined\" && length !== df[name].length) {\n throw new Error(\"All fields must be arrays of the same length\");\n }\n length = df[name].length;\n }\n let results = [];\n let item;\n for (let row = 0; row < length; row++) {\n item = {};\n for (let col = 0; col < names.length; col++) {\n item[names[col]] = df[names[col]][row];\n }\n results.push(item);\n }\n return results;\n}\n\n/**\n * Keeps track of all event listener additions/removals and lets all active\n * listeners be removed with a single operation.\n *\n * @private\n */\nexport class SubscriptionTracker {\n constructor(emitter) {\n this._emitter = emitter;\n this._subs = {};\n }\n\n on(eventType, listener) {\n let sub = this._emitter.on(eventType, listener);\n this._subs[sub] = eventType;\n return sub;\n }\n\n off(eventType, listener) {\n let sub = this._emitter.off(eventType, listener);\n if (sub) {\n delete this._subs[sub];\n }\n return sub;\n }\n\n removeAllListeners() {\n let current_subs = this._subs;\n this._subs = {};\n Object.keys(current_subs).forEach((sub) => {\n this._emitter.off(current_subs[sub], sub);\n });\n }\n}\n",
+ "import Events from \"./events\";\n\nexport default class Var {\n constructor(group, name, /*optional*/ value) {\n this._group = group;\n this._name = name;\n this._value = value;\n this._events = new Events();\n }\n\n get() {\n return this._value;\n }\n\n set(value, /*optional*/ event) {\n if (this._value === value) {\n // Do nothing; the value hasn't changed\n return;\n }\n let oldValue = this._value;\n this._value = value;\n // Alert JavaScript listeners that the value has changed\n let evt = {};\n if (event && typeof(event) === \"object\") {\n for (let k in event) {\n if (event.hasOwnProperty(k))\n evt[k] = event[k];\n }\n }\n evt.oldValue = oldValue;\n evt.value = value;\n this._events.trigger(\"change\", evt, this);\n\n // TODO: Make this extensible, to let arbitrary back-ends know that\n // something has changed\n if (global.Shiny && global.Shiny.onInputChange) {\n global.Shiny.onInputChange(\n \".clientValue-\" +\n (this._group.name !== null ? this._group.name + \"-\" : \"\") +\n this._name,\n typeof(value) === \"undefined\" ? null : value\n );\n }\n }\n\n on(eventType, listener) {\n return this._events.on(eventType, listener);\n }\n\n off(eventType, listener) {\n return this._events.off(eventType, listener);\n }\n}\n"
+ ]
+}
\ No newline at end of file
diff --git a/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.min.js b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.min.js
new file mode 100644
index 0000000..b7ec0ac
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/js/crosstalk.min.js
@@ -0,0 +1,2 @@
+!function o(u,a,l){function s(n,e){if(!a[n]){if(!u[n]){var t="function"==typeof require&&require;if(!e&&t)return t(n,!0);if(f)return f(n,!0);var r=new Error("Cannot find module '"+n+"'");throw r.code="MODULE_NOT_FOUND",r}var i=a[n]={exports:{}};u[n][0].call(i.exports,function(e){var t=u[n][1][e];return s(t||e)},i,i.exports,o,u,a,l)}return a[n].exports}for(var f="function"==typeof require&&require,e=0;e?@[\\\]^`{|}~])/g,"\\$1")+"']"),r=JSON.parse(n[0].innerText),i=e.factory(t,r);o(t).data("crosstalk-instance",i),o(t).addClass("crosstalk-input-bound")}if(t.Shiny){var e=new t.Shiny.InputBinding,u=t.jQuery;u.extend(e,{find:function(e){return u(e).find(".crosstalk-input")},initialize:function(e){var t,n;u(e).hasClass("crosstalk-input-bound")||(n=o(t=e),Object.keys(r).forEach(function(e){n.hasClass(e)&&!n.hasClass("crosstalk-input-bound")&&i(r[e],t)}))},getId:function(e){return e.id},getValue:function(e){},setValue:function(e,t){},receiveMessage:function(e,t){},subscribe:function(e,t){u(e).data("crosstalk-instance").resume()},unsubscribe:function(e){u(e).data("crosstalk-instance").suspend()}}),t.Shiny.inputBindings.register(e,"crosstalk.inputBinding")}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{}],7:[function(r,e,t){(function(e){"use strict";var t=function(e){{if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}}(r("./input")),n=r("./filter");var a=e.jQuery;t.register({className:"crosstalk-input-checkboxgroup",factory:function(e,r){var i=new n.FilterHandle(r.group),o=void 0,u=a(e);return u.on("change","input[type='checkbox']",function(){var e=u.find("input[type='checkbox']:checked");if(0===e.length)o=null,i.clear();else{var t={};e.each(function(){r.map[this.value].forEach(function(e){t[e]=!0})});var n=Object.keys(t);n.sort(),o=n,i.set(n)}}),{suspend:function(){i.clear()},resume:function(){o&&i.set(o)}}}})}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./filter":2,"./input":6}],8:[function(r,e,t){(function(e){"use strict";var t=n(r("./input")),l=n(r("./util")),s=r("./filter");function n(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}var f=e.jQuery;t.register({className:"crosstalk-input-select",factory:function(e,n){var t=l.dataframeToD3(n.items),r={options:[{value:"",label:"(All)"}].concat(t),valueField:"value",labelField:"label",searchField:"label"},i=f(e).find("select")[0],o=f(i).selectize(r)[0].selectize,u=new s.FilterHandle(n.group),a=void 0;return o.on("change",function(){if(0===o.items.length)a=null,u.clear();else{var t={};o.items.forEach(function(e){n.map[e].forEach(function(e){t[e]=!0})});var e=Object.keys(t);e.sort(),a=e,u.set(e)}}),{suspend:function(){u.clear()},resume:function(){a&&u.set(a)}}}})}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./filter":2,"./input":6,"./util":11}],9:[function(n,e,t){(function(e){"use strict";var d=function(e,t){if(Array.isArray(e))return e;if(Symbol.iterator in Object(e))return function(e,t){var n=[],r=!0,i=!1,o=void 0;try{for(var u,a=e[Symbol.iterator]();!(r=(u=a.next()).done)&&(n.push(u.value),!t||n.length!==t);r=!0);}catch(e){i=!0,o=e}finally{try{!r&&a.return&&a.return()}finally{if(i)throw o}}return n}(e,t);throw new TypeError("Invalid attempt to destructure non-iterable instance")},t=function(e){{if(e&&e.__esModule)return e;var t={};if(null!=e)for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n]);return t.default=e,t}}(n("./input")),a=n("./filter");var v=e.jQuery,p=e.strftime;function y(e,t){for(var n=e.toString();n.length {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Combine the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Close the handle. This clears this handle's contribution to the filter set,\n * and unsubscribes all event listeners.\n */\n close() {\n this._emitter.removeAllListeners();\n this.clear();\n this.setGroup(null);\n }\n\n /**\n * Clear this handle's contribution to the filter set.\n *\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n clear(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.clear(this._id);\n this._onChange(extraInfo);\n }\n\n /**\n * Set this handle's contribution to the filter set. This array should consist\n * of the keys of the rows that _should_ be displayed; any keys that are not\n * present in the array will be considered _filtered out_. Note that multiple\n * `FilterHandle` instances in the group may each contribute an array of keys,\n * and only those keys that appear in _all_ of the arrays make it through the\n * filter.\n *\n * @param {string[]} keys - Empty array, or array of keys. To clear the\n * filter, don't pass an empty array; instead, use the\n * {@link FilterHandle#clear} method.\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `FilterHandle` constructor).\n * \n * @fires FilterHandle#change\n */\n set(keys, extraInfo) {\n if (!this._filterSet)\n return;\n this._filterSet.update(this._id, keys);\n this._onChange(extraInfo);\n }\n\n /**\n * @return {string[]|null} - Either: 1) an array of keys that made it through\n * all of the `FilterHandle` instances, or, 2) `null`, which means no filter\n * is being applied (all data should be displayed).\n */\n get filteredKeys() {\n return this._filterSet ? this._filterSet.value : null;\n }\n\n /**\n * Subscribe to events on this `FilterHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {FilterHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link FilterHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancel event subscriptions created by {@link FilterHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|FilterHandle~listener} listener - Either the callback\n * function previously passed into {@link FilterHandle#on}, or the\n * string that was returned from {@link FilterHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n _onChange(extraInfo) {\n if (!this._filterSet)\n return;\n this._filterVar.set(this._filterSet.value, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * @callback FilterHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the filter set, or `null` if no filter set is active),\n * `oldValue` (the previous value of the filter set), and `sender` (the\n * `FilterHandle` instance that made the change).\n */\n\n}\n\n/**\n * @event FilterHandle#change\n * @type {object}\n * @property {object} value - The new value of the filter set, or `null`\n * if no filter set is active.\n * @property {object} oldValue - The previous value of the filter set.\n * @property {FilterHandle} sender - The `FilterHandle` instance that\n * changed the value.\n */\n","import { diffSortedLists } from \"./util\";\n\nfunction naturalComparator(a, b) {\n if (a === b) {\n return 0;\n } else if (a < b) {\n return -1;\n } else if (a > b) {\n return 1;\n }\n}\n\n/**\n * @private\n */\nexport default class FilterSet {\n constructor() {\n this.reset();\n }\n\n reset() {\n // Key: handle ID, Value: array of selected keys, or null\n this._handles = {};\n // Key: key string, Value: count of handles that include it\n this._keys = {};\n this._value = null;\n this._activeHandles = 0;\n }\n\n get value() {\n return this._value;\n }\n\n update(handleId, keys) {\n if (keys !== null) {\n keys = keys.slice(0); // clone before sorting\n keys.sort(naturalComparator);\n }\n\n let {added, removed} = diffSortedLists(this._handles[handleId], keys);\n this._handles[handleId] = keys;\n\n for (let i = 0; i < added.length; i++) {\n this._keys[added[i]] = (this._keys[added[i]] || 0) + 1;\n }\n for (let i = 0; i < removed.length; i++) {\n this._keys[removed[i]]--;\n }\n\n this._updateValue(keys);\n }\n\n /**\n * @param {string[]} keys Sorted array of strings that indicate\n * a superset of possible keys.\n * @private\n */\n _updateValue(keys = this._allKeys) {\n let handleCount = Object.keys(this._handles).length;\n if (handleCount === 0) {\n this._value = null;\n } else {\n this._value = [];\n for (let i = 0; i < keys.length; i++) {\n let count = this._keys[keys[i]];\n if (count === handleCount) {\n this._value.push(keys[i]);\n }\n }\n }\n }\n\n clear(handleId) {\n if (typeof(this._handles[handleId]) === \"undefined\") {\n return;\n }\n\n let keys = this._handles[handleId];\n if (!keys) {\n keys = [];\n }\n\n for (let i = 0; i < keys.length; i++) {\n this._keys[keys[i]]--;\n }\n delete this._handles[handleId];\n\n this._updateValue();\n }\n\n get _allKeys() {\n let allKeys = Object.keys(this._keys);\n allKeys.sort(naturalComparator);\n return allKeys;\n }\n}\n","import Var from \"./var\";\n\n// Use a global so that multiple copies of crosstalk.js can be loaded and still\n// have groups behave as singletons across all copies.\nglobal.__crosstalk_groups = global.__crosstalk_groups || {};\nlet groups = global.__crosstalk_groups;\n\nexport default function group(groupName) {\n if (groupName && typeof(groupName) === \"string\") {\n if (!groups.hasOwnProperty(groupName)) {\n groups[groupName] = new Group(groupName);\n }\n return groups[groupName];\n } else if (typeof(groupName) === \"object\" && groupName._vars && groupName.var) {\n // Appears to already be a group object\n return groupName;\n } else if (Array.isArray(groupName) &&\n groupName.length == 1 &&\n typeof(groupName[0]) === \"string\") {\n return group(groupName[0]);\n } else {\n throw new Error(\"Invalid groupName argument\");\n }\n}\n\nclass Group {\n constructor(name) {\n this.name = name;\n this._vars = {};\n }\n\n var(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n if (!this._vars.hasOwnProperty(name))\n this._vars[name] = new Var(this, name);\n return this._vars[name];\n }\n\n has(name) {\n if (!name || typeof(name) !== \"string\") {\n throw new Error(\"Invalid var name\");\n }\n\n return this._vars.hasOwnProperty(name);\n }\n}\n","import group from \"./group\";\nimport { SelectionHandle } from \"./selection\";\nimport { FilterHandle } from \"./filter\";\nimport { bind } from \"./input\";\nimport \"./input_selectize\";\nimport \"./input_checkboxgroup\";\nimport \"./input_slider\";\n\nconst defaultGroup = group(\"default\");\n\nfunction var_(name) {\n return defaultGroup.var(name);\n}\n\nfunction has(name) {\n return defaultGroup.has(name);\n}\n\nif (global.Shiny) {\n global.Shiny.addCustomMessageHandler(\"update-client-value\", function(message) {\n if (typeof(message.group) === \"string\") {\n group(message.group).var(message.name).set(message.value);\n } else {\n var_(message.name).set(message.value);\n }\n });\n}\n\nconst crosstalk = {\n group: group,\n var: var_,\n has: has,\n SelectionHandle: SelectionHandle,\n FilterHandle: FilterHandle,\n bind: bind\n};\n\n/**\n * @namespace crosstalk\n */\nexport default crosstalk;\nglobal.crosstalk = crosstalk;\n","let $ = global.jQuery;\n\nlet bindings = {};\n\nexport function register(reg) {\n bindings[reg.className] = reg;\n if (global.document && global.document.readyState !== \"complete\") {\n $(() => {\n bind();\n });\n } else if (global.document) {\n setTimeout(bind, 100);\n }\n}\n\nexport function bind() {\n Object.keys(bindings).forEach(function(className) {\n let binding = bindings[className];\n $(\".\" + binding.className).not(\".crosstalk-input-bound\").each(function(i, el) {\n bindInstance(binding, el);\n });\n });\n}\n\n// Escape jQuery identifier\nfunction $escape(val) {\n return val.replace(/([!\"#$%&'()*+,./:;<=>?@[\\\\\\]^`{|}~])/g, \"\\\\$1\");\n}\n\nfunction bindEl(el) {\n let $el = $(el);\n Object.keys(bindings).forEach(function(className) {\n if ($el.hasClass(className) && !$el.hasClass(\"crosstalk-input-bound\")) {\n let binding = bindings[className];\n bindInstance(binding, el);\n }\n });\n}\n\nfunction bindInstance(binding, el) {\n let jsonEl = $(el).find(\"script[type='application/json'][data-for='\" + $escape(el.id) + \"']\");\n let data = JSON.parse(jsonEl[0].innerText);\n\n let instance = binding.factory(el, data);\n $(el).data(\"crosstalk-instance\", instance);\n $(el).addClass(\"crosstalk-input-bound\");\n}\n\nif (global.Shiny) {\n let inputBinding = new global.Shiny.InputBinding();\n let $ = global.jQuery;\n $.extend(inputBinding, {\n find: function(scope) {\n return $(scope).find(\".crosstalk-input\");\n },\n initialize: function(el) {\n if (!$(el).hasClass(\"crosstalk-input-bound\")) {\n bindEl(el);\n }\n },\n getId: function(el) {\n return el.id;\n },\n getValue: function(el) {\n\n },\n setValue: function(el, value) {\n\n },\n receiveMessage: function(el, data) {\n\n },\n subscribe: function(el, callback) {\n $(el).data(\"crosstalk-instance\").resume();\n },\n unsubscribe: function(el) {\n $(el).data(\"crosstalk-instance\").suspend();\n }\n });\n global.Shiny.inputBindings.register(inputBinding, \"crosstalk.inputBinding\");\n}\n","import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-checkboxgroup\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n let $el = $(el);\n $el.on(\"change\", \"input[type='checkbox']\", function() {\n let checked = $el.find(\"input[type='checkbox']:checked\");\n if (checked.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n checked.each(function() {\n data.map[this.value].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n","import * as input from \"./input\";\nimport * as util from \"./util\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\n\ninput.register({\n className: \"crosstalk-input-select\",\n\n factory: function(el, data) {\n /*\n * items: {value: [...], label: [...]}\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n\n let first = [{value: \"\", label: \"(All)\"}];\n let items = util.dataframeToD3(data.items);\n let opts = {\n options: first.concat(items),\n valueField: \"value\",\n labelField: \"label\",\n searchField: \"label\"\n };\n\n let select = $(el).find(\"select\")[0];\n\n let selectize = $(select).selectize(opts)[0].selectize;\n\n let ctHandle = new FilterHandle(data.group);\n\n let lastKnownKeys;\n selectize.on(\"change\", function() {\n if (selectize.items.length === 0) {\n lastKnownKeys = null;\n ctHandle.clear();\n } else {\n let keys = {};\n selectize.items.forEach(function(group) {\n data.map[group].forEach(function(key) {\n keys[key] = true;\n });\n });\n let keyArray = Object.keys(keys);\n keyArray.sort();\n lastKnownKeys = keyArray;\n ctHandle.set(keyArray);\n }\n });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n","import * as input from \"./input\";\nimport { FilterHandle } from \"./filter\";\n\nlet $ = global.jQuery;\nlet strftime = global.strftime;\n\ninput.register({\n className: \"crosstalk-input-slider\",\n\n factory: function(el, data) {\n /*\n * map: {\"groupA\": [\"keyA\", \"keyB\", ...], ...}\n * group: \"ct-groupname\"\n */\n let ctHandle = new FilterHandle(data.group);\n\n let opts = {};\n let $el = $(el).find(\"input\");\n let dataType = $el.data(\"data-type\");\n let timeFormat = $el.data(\"time-format\");\n let round = $el.data(\"round\");\n let timeFormatter;\n\n // Set up formatting functions\n if (dataType === \"date\") {\n timeFormatter = strftime.utc();\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n\n } else if (dataType === \"datetime\") {\n let timezone = $el.data(\"timezone\");\n if (timezone)\n timeFormatter = strftime.timezone(timezone);\n else\n timeFormatter = strftime;\n\n opts.prettify = function(num) {\n return timeFormatter(timeFormat, new Date(num));\n };\n } else if (dataType === \"number\") {\n if (typeof round !== \"undefined\")\n opts.prettify = function(num) {\n let factor = Math.pow(10, round);\n return Math.round(num * factor) / factor;\n };\n }\n\n $el.ionRangeSlider(opts);\n\n function getValue() {\n let result = $el.data(\"ionRangeSlider\").result;\n\n // Function for converting numeric value from slider to appropriate type.\n let convert;\n let dataType = $el.data(\"data-type\");\n if (dataType === \"date\") {\n convert = function(val) {\n return formatDateUTC(new Date(+val));\n };\n } else if (dataType === \"datetime\") {\n convert = function(val) {\n // Convert ms to s\n return +val / 1000;\n };\n } else {\n convert = function(val) { return +val; };\n }\n\n if ($el.data(\"ionRangeSlider\").options.type === \"double\") {\n return [convert(result.from), convert(result.to)];\n } else {\n return convert(result.from);\n }\n }\n\n let lastKnownKeys = null;\n\n $el.on(\"change.crosstalkSliderInput\", function(event) {\n if (!$el.data(\"updating\") && !$el.data(\"animating\")) {\n let [from, to] = getValue();\n let keys = [];\n for (let i = 0; i < data.values.length; i++) {\n let val = data.values[i];\n if (val >= from && val <= to) {\n keys.push(data.keys[i]);\n }\n }\n keys.sort();\n ctHandle.set(keys);\n lastKnownKeys = keys;\n }\n });\n\n\n // let $el = $(el);\n // $el.on(\"change\", \"input[type=\"checkbox\"]\", function() {\n // let checked = $el.find(\"input[type=\"checkbox\"]:checked\");\n // if (checked.length === 0) {\n // ctHandle.clear();\n // } else {\n // let keys = {};\n // checked.each(function() {\n // data.map[this.value].forEach(function(key) {\n // keys[key] = true;\n // });\n // });\n // let keyArray = Object.keys(keys);\n // keyArray.sort();\n // ctHandle.set(keyArray);\n // }\n // });\n\n return {\n suspend: function() {\n ctHandle.clear();\n },\n resume: function() {\n if (lastKnownKeys)\n ctHandle.set(lastKnownKeys);\n }\n };\n }\n});\n\n\n// Convert a number to a string with leading zeros\nfunction padZeros(n, digits) {\n let str = n.toString();\n while (str.length < digits)\n str = \"0\" + str;\n return str;\n}\n\n// Given a Date object, return a string in yyyy-mm-dd format, using the\n// UTC date. This may be a day off from the date in the local time zone.\nfunction formatDateUTC(date) {\n if (date instanceof Date) {\n return date.getUTCFullYear() + \"-\" +\n padZeros(date.getUTCMonth()+1, 2) + \"-\" +\n padZeros(date.getUTCDate(), 2);\n\n } else {\n return null;\n }\n}\n","import Events from \"./events\";\nimport grp from \"./group\";\nimport * as util from \"./util\";\n\n/**\n * Use this class to read and write (and listen for changes to) the selection\n * for a Crosstalk group. This is intended to be used for linked brushing.\n *\n * If two (or more) `SelectionHandle` instances in the same webpage share the\n * same group name, they will share the same state. Setting the selection using\n * one `SelectionHandle` instance will result in the `value` property instantly\n * changing across the others, and `\"change\"` event listeners on all instances\n * (including the one that initiated the sending) will fire.\n *\n * @param {string} [group] - The name of the Crosstalk group, or if none,\n * null or undefined (or any other falsy value). This can be changed later\n * via the [SelectionHandle#setGroup](#setGroup) method.\n * @param {Object} [extraInfo] - An object whose properties will be copied to\n * the event object whenever an event is emitted.\n */\nexport class SelectionHandle {\n\n constructor(group = null, extraInfo = null) {\n this._eventRelay = new Events();\n this._emitter = new util.SubscriptionTracker(this._eventRelay);\n\n // Name of the group we're currently tracking, if any. Can change over time.\n this._group = null;\n // The Var we're currently tracking, if any. Can change over time.\n this._var = null;\n // The event handler subscription we currently have on var.on(\"change\").\n this._varOnChangeSub = null;\n\n this._extraInfo = util.extend({ sender: this }, extraInfo);\n\n this.setGroup(group);\n }\n\n /**\n * Changes the Crosstalk group membership of this SelectionHandle. The group\n * being switched away from (if any) will not have its selection value\n * modified as a result of calling `setGroup`, even if this handle was the\n * most recent handle to set the selection of the group.\n *\n * The group being switched to (if any) will also not have its selection value\n * modified as a result of calling `setGroup`. If you want to set the\n * selection value of the new group, call `set` explicitly.\n *\n * @param {string} group - The name of the Crosstalk group, or null (or\n * undefined) to clear the group.\n */\n setGroup(group) {\n // If group is unchanged, do nothing\n if (this._group === group)\n return;\n // Treat null, undefined, and other falsy values the same\n if (!this._group && !group)\n return;\n\n if (this._var) {\n this._var.off(\"change\", this._varOnChangeSub);\n this._var = null;\n this._varOnChangeSub = null;\n }\n\n this._group = group;\n\n if (group) {\n this._var = grp(group).var(\"selection\");\n let sub = this._var.on(\"change\", (e) => {\n this._eventRelay.trigger(\"change\", e, this);\n });\n this._varOnChangeSub = sub;\n }\n }\n\n /**\n * Retrieves the current selection for the group represented by this\n * `SelectionHandle`.\n *\n * - If no selection is active, then this value will be falsy.\n * - If a selection is active, but no data points are selected, then this\n * value will be an empty array.\n * - If a selection is active, and data points are selected, then the keys\n * of the selected data points will be present in the array.\n */\n get value() {\n return this._var ? this._var.get() : null;\n }\n\n /**\n * Combines the given `extraInfo` (if any) with the handle's default\n * `_extraInfo` (if any).\n * @private\n */\n _mergeExtraInfo(extraInfo) {\n // Important incidental effect: shallow clone is returned\n return util.extend({},\n this._extraInfo ? this._extraInfo : null,\n extraInfo ? extraInfo : null);\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {string[]} selectedKeys - Falsy, empty array, or array of keys (see\n * {@link SelectionHandle#value}).\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any options that were\n * passed into the `SelectionHandle` constructor).\n */\n set(selectedKeys, extraInfo) {\n if (this._var)\n this._var.set(selectedKeys, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Overwrites the current selection for the group, and raises the `\"change\"`\n * event among all of the group's '`SelectionHandle` instances (including\n * this one).\n *\n * @fires SelectionHandle#change\n * @param {Object} [extraInfo] - Extra properties to be included on the event\n * object that's passed to listeners (in addition to any that were passed\n * into the `SelectionHandle` constructor).\n */\n clear(extraInfo) {\n if (this._var)\n this.set(void 0, this._mergeExtraInfo(extraInfo));\n }\n\n /**\n * Subscribes to events on this `SelectionHandle`.\n *\n * @param {string} eventType - Indicates the type of events to listen to.\n * Currently, only `\"change\"` is supported.\n * @param {SelectionHandle~listener} listener - The callback function that\n * will be invoked when the event occurs.\n * @return {string} - A token to pass to {@link SelectionHandle#off} to cancel\n * this subscription.\n */\n on(eventType, listener) {\n return this._emitter.on(eventType, listener);\n }\n\n /**\n * Cancels event subscriptions created by {@link SelectionHandle#on}.\n *\n * @param {string} eventType - The type of event to unsubscribe.\n * @param {string|SelectionHandle~listener} listener - Either the callback\n * function previously passed into {@link SelectionHandle#on}, or the\n * string that was returned from {@link SelectionHandle#on}.\n */\n off(eventType, listener) {\n return this._emitter.off(eventType, listener);\n }\n\n /**\n * Shuts down the `SelectionHandle` object.\n *\n * Removes all event listeners that were added through this handle.\n */\n close() {\n this._emitter.removeAllListeners();\n this.setGroup(null);\n }\n}\n\n/**\n * @callback SelectionHandle~listener\n * @param {Object} event - An object containing details of the event. For\n * `\"change\"` events, this includes the properties `value` (the new\n * value of the selection, or `undefined` if no selection is active),\n * `oldValue` (the previous value of the selection), and `sender` (the\n * `SelectionHandle` instance that made the change).\n */\n\n/**\n * @event SelectionHandle#change\n * @type {object}\n * @property {object} value - The new value of the selection, or `undefined`\n * if no selection is active.\n * @property {object} oldValue - The previous value of the selection.\n * @property {SelectionHandle} sender - The `SelectionHandle` instance that\n * changed the value.\n */\n","export function extend(target, ...sources) {\n for (let i = 0; i < sources.length; i++) {\n let src = sources[i];\n if (typeof(src) === \"undefined\" || src === null)\n continue;\n\n for (let key in src) {\n if (src.hasOwnProperty(key)) {\n target[key] = src[key];\n }\n }\n }\n return target;\n}\n\nexport function checkSorted(list) {\n for (let i = 1; i < list.length; i++) {\n if (list[i] <= list[i-1]) {\n throw new Error(\"List is not sorted or contains duplicate\");\n }\n }\n}\n\nexport function diffSortedLists(a, b) {\n let i_a = 0;\n let i_b = 0;\n\n if (!a) a = [];\n if (!b) b = [];\n\n let a_only = [];\n let b_only = [];\n\n checkSorted(a);\n checkSorted(b);\n\n while (i_a < a.length && i_b < b.length) {\n if (a[i_a] === b[i_b]) {\n i_a++;\n i_b++;\n } else if (a[i_a] < b[i_b]) {\n a_only.push(a[i_a++]);\n } else {\n b_only.push(b[i_b++]);\n }\n }\n\n if (i_a < a.length)\n a_only = a_only.concat(a.slice(i_a));\n if (i_b < b.length)\n b_only = b_only.concat(b.slice(i_b));\n return {\n removed: a_only,\n added: b_only\n };\n}\n\n// Convert from wide: { colA: [1,2,3], colB: [4,5,6], ... }\n// to long: [ {colA: 1, colB: 4}, {colA: 2, colB: 5}, ... ]\nexport function dataframeToD3(df) {\n let names = [];\n let length;\n for (let name in df) {\n if (df.hasOwnProperty(name))\n names.push(name);\n if (typeof(df[name]) !== \"object\" || typeof(df[name].length) === \"undefined\") {\n throw new Error(\"All fields must be arrays\");\n } else if (typeof(length) !== \"undefined\" && length !== df[name].length) {\n throw new Error(\"All fields must be arrays of the same length\");\n }\n length = df[name].length;\n }\n let results = [];\n let item;\n for (let row = 0; row < length; row++) {\n item = {};\n for (let col = 0; col < names.length; col++) {\n item[names[col]] = df[names[col]][row];\n }\n results.push(item);\n }\n return results;\n}\n\n/**\n * Keeps track of all event listener additions/removals and lets all active\n * listeners be removed with a single operation.\n *\n * @private\n */\nexport class SubscriptionTracker {\n constructor(emitter) {\n this._emitter = emitter;\n this._subs = {};\n }\n\n on(eventType, listener) {\n let sub = this._emitter.on(eventType, listener);\n this._subs[sub] = eventType;\n return sub;\n }\n\n off(eventType, listener) {\n let sub = this._emitter.off(eventType, listener);\n if (sub) {\n delete this._subs[sub];\n }\n return sub;\n }\n\n removeAllListeners() {\n let current_subs = this._subs;\n this._subs = {};\n Object.keys(current_subs).forEach((sub) => {\n this._emitter.off(current_subs[sub], sub);\n });\n }\n}\n","import Events from \"./events\";\n\nexport default class Var {\n constructor(group, name, /*optional*/ value) {\n this._group = group;\n this._name = name;\n this._value = value;\n this._events = new Events();\n }\n\n get() {\n return this._value;\n }\n\n set(value, /*optional*/ event) {\n if (this._value === value) {\n // Do nothing; the value hasn't changed\n return;\n }\n let oldValue = this._value;\n this._value = value;\n // Alert JavaScript listeners that the value has changed\n let evt = {};\n if (event && typeof(event) === \"object\") {\n for (let k in event) {\n if (event.hasOwnProperty(k))\n evt[k] = event[k];\n }\n }\n evt.oldValue = oldValue;\n evt.value = value;\n this._events.trigger(\"change\", evt, this);\n\n // TODO: Make this extensible, to let arbitrary back-ends know that\n // something has changed\n if (global.Shiny && global.Shiny.onInputChange) {\n global.Shiny.onInputChange(\n \".clientValue-\" +\n (this._group.name !== null ? this._group.name + \"-\" : \"\") +\n this._name,\n typeof(value) === \"undefined\" ? null : value\n );\n }\n }\n\n on(eventType, listener) {\n return this._events.on(eventType, listener);\n }\n\n off(eventType, listener) {\n return this._events.off(eventType, listener);\n }\n}\n"]}
\ No newline at end of file
diff --git a/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/scss/crosstalk.scss b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/scss/crosstalk.scss
new file mode 100644
index 0000000..3566561
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/crosstalk-1.2.1/scss/crosstalk.scss
@@ -0,0 +1,75 @@
+/* Adjust margins outwards, so column contents line up with the edges of the
+ parent of container-fluid. */
+.container-fluid.crosstalk-bscols {
+ margin-left: -30px;
+ margin-right: -30px;
+ white-space: normal;
+}
+
+/* But don't adjust the margins outwards if we're directly under the body,
+ i.e. we were the top-level of something at the console. */
+body > .container-fluid.crosstalk-bscols {
+ margin-left: auto;
+ margin-right: auto;
+}
+
+.crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column {
+ display: inline-block;
+ padding-right: 12px;
+ vertical-align: top;
+}
+
+@media only screen and (max-width:480px) {
+ .crosstalk-input-checkboxgroup .crosstalk-options-group .crosstalk-options-column {
+ display: block;
+ padding-right: inherit;
+ }
+}
+
+/* Relevant BS3 styles to make filter_checkbox() look reasonable without Bootstrap */
+.crosstalk-input {
+ margin-bottom: 15px; /* a la .form-group */
+ .control-label {
+ margin-bottom: 0;
+ vertical-align: middle;
+ }
+ input[type="checkbox"] {
+ margin: 4px 0 0;
+ margin-top: 1px;
+ line-height: normal;
+ }
+ .checkbox {
+ position: relative;
+ display: block;
+ margin-top: 10px;
+ margin-bottom: 10px;
+ }
+ .checkbox > label{
+ padding-left: 20px;
+ margin-bottom: 0;
+ font-weight: 400;
+ cursor: pointer;
+ }
+ .checkbox input[type="checkbox"],
+ .checkbox-inline input[type="checkbox"] {
+ position: absolute;
+ margin-top: 2px;
+ margin-left: -20px;
+ }
+ .checkbox + .checkbox {
+ margin-top: -5px;
+ }
+ .checkbox-inline {
+ position: relative;
+ display: inline-block;
+ padding-left: 20px;
+ margin-bottom: 0;
+ font-weight: 400;
+ vertical-align: middle;
+ cursor: pointer;
+ }
+ .checkbox-inline + .checkbox-inline {
+ margin-top: 0;
+ margin-left: 10px;
+ }
+}
diff --git a/SSR/topics/ancova/ancova_files/libs/datatables-binding-0.33/datatables.js b/SSR/topics/ancova/ancova_files/libs/datatables-binding-0.33/datatables.js
new file mode 100644
index 0000000..765b53c
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/datatables-binding-0.33/datatables.js
@@ -0,0 +1,1539 @@
+(function() {
+
+// some helper functions: using a global object DTWidget so that it can be used
+// in JS() code, e.g. datatable(options = list(foo = JS('code'))); unlike R's
+// dynamic scoping, when 'code' is eval'ed, JavaScript does not know objects
+// from the "parent frame", e.g. JS('DTWidget') will not work unless it was made
+// a global object
+var DTWidget = {};
+
+// 123456666.7890 -> 123,456,666.7890
+var markInterval = function(d, digits, interval, mark, decMark, precision) {
+ x = precision ? d.toPrecision(digits) : d.toFixed(digits);
+ if (!/^-?[\d.]+$/.test(x)) return x;
+ var xv = x.split('.');
+ if (xv.length > 2) return x; // should have at most one decimal point
+ xv[0] = xv[0].replace(new RegExp('\\B(?=(\\d{' + interval + '})+(?!\\d))', 'g'), mark);
+ return xv.join(decMark);
+};
+
+DTWidget.formatCurrency = function(data, currency, digits, interval, mark, decMark, before, zeroPrint) {
+ var d = parseFloat(data);
+ if (isNaN(d)) return '';
+ if (zeroPrint !== null && d === 0.0) return zeroPrint;
+ var res = markInterval(d, digits, interval, mark, decMark);
+ res = before ? (/^-/.test(res) ? '-' + currency + res.replace(/^-/, '') : currency + res) :
+ res + currency;
+ return res;
+};
+
+DTWidget.formatString = function(data, prefix, suffix) {
+ var d = data;
+ if (d === null) return '';
+ return prefix + d + suffix;
+};
+
+DTWidget.formatPercentage = function(data, digits, interval, mark, decMark, zeroPrint) {
+ var d = parseFloat(data);
+ if (isNaN(d)) return '';
+ if (zeroPrint !== null && d === 0.0) return zeroPrint;
+ return markInterval(d * 100, digits, interval, mark, decMark) + '%';
+};
+
+DTWidget.formatRound = function(data, digits, interval, mark, decMark, zeroPrint) {
+ var d = parseFloat(data);
+ if (isNaN(d)) return '';
+ if (zeroPrint !== null && d === 0.0) return zeroPrint;
+ return markInterval(d, digits, interval, mark, decMark);
+};
+
+DTWidget.formatSignif = function(data, digits, interval, mark, decMark, zeroPrint) {
+ var d = parseFloat(data);
+ if (isNaN(d)) return '';
+ if (zeroPrint !== null && d === 0.0) return zeroPrint;
+ return markInterval(d, digits, interval, mark, decMark, true);
+};
+
+DTWidget.formatDate = function(data, method, params) {
+ var d = data;
+ if (d === null) return '';
+ // (new Date('2015-10-28')).toDateString() may return 2015-10-27 because the
+ // actual time created could be like 'Tue Oct 27 2015 19:00:00 GMT-0500 (CDT)',
+ // i.e. the date-only string is treated as UTC time instead of local time
+ if ((method === 'toDateString' || method === 'toLocaleDateString') && /^\d{4,}\D\d{2}\D\d{2}$/.test(d)) {
+ d = d.split(/\D/);
+ d = new Date(d[0], d[1] - 1, d[2]);
+ } else {
+ d = new Date(d);
+ }
+ return d[method].apply(d, params);
+};
+
+window.DTWidget = DTWidget;
+
+// A helper function to update the properties of existing filters
+var setFilterProps = function(td, props) {
+ // Update enabled/disabled state
+ var $input = $(td).find('input').first();
+ var searchable = $input.data('searchable');
+ $input.prop('disabled', !searchable || props.disabled);
+
+ // Based on the filter type, set its new values
+ var type = td.getAttribute('data-type');
+ if (['factor', 'logical'].includes(type)) {
+ // Reformat the new dropdown options for use with selectize
+ var new_vals = props.params.options.map(function(item) {
+ return { text: item, value: item };
+ });
+
+ // Find the selectize object
+ var dropdown = $(td).find('.selectized').eq(0)[0].selectize;
+
+ // Note the current values
+ var old_vals = dropdown.getValue();
+
+ // Remove the existing values
+ dropdown.clearOptions();
+
+ // Add the new options
+ dropdown.addOption(new_vals);
+
+ // Preserve the existing values
+ dropdown.setValue(old_vals);
+
+ } else if (['number', 'integer', 'date', 'time'].includes(type)) {
+ // Apply internal scaling to new limits. Updating scale not yet implemented.
+ var slider = $(td).find('.noUi-target').eq(0);
+ var scale = Math.pow(10, Math.max(0, +slider.data('scale') || 0));
+ var new_vals = [props.params.min * scale, props.params.max * scale];
+
+ // Note what the new limits will be just for this filter
+ var new_lims = new_vals.slice();
+
+ // Determine the current values and limits
+ var old_vals = slider.val().map(Number);
+ var old_lims = slider.noUiSlider('options').range;
+ old_lims = [old_lims.min, old_lims.max];
+
+ // Preserve the current values if filters have been applied; otherwise, apply no filtering
+ if (old_vals[0] != old_lims[0]) {
+ new_vals[0] = Math.max(old_vals[0], new_vals[0]);
+ }
+
+ if (old_vals[1] != old_lims[1]) {
+ new_vals[1] = Math.min(old_vals[1], new_vals[1]);
+ }
+
+ // Update the endpoints of the slider
+ slider.noUiSlider({
+ start: new_vals,
+ range: {'min': new_lims[0], 'max': new_lims[1]}
+ }, true);
+ }
+};
+
+var transposeArray2D = function(a) {
+ return a.length === 0 ? a : HTMLWidgets.transposeArray2D(a);
+};
+
+var crosstalkPluginsInstalled = false;
+
+function maybeInstallCrosstalkPlugins() {
+ if (crosstalkPluginsInstalled)
+ return;
+ crosstalkPluginsInstalled = true;
+
+ $.fn.dataTable.ext.afnFiltering.push(
+ function(oSettings, aData, iDataIndex) {
+ var ctfilter = oSettings.nTable.ctfilter;
+ if (ctfilter && !ctfilter[iDataIndex])
+ return false;
+
+ var ctselect = oSettings.nTable.ctselect;
+ if (ctselect && !ctselect[iDataIndex])
+ return false;
+
+ return true;
+ }
+ );
+}
+
+HTMLWidgets.widget({
+ name: "datatables",
+ type: "output",
+ renderOnNullValue: true,
+ initialize: function(el, width, height) {
+ // in order that the type=number inputs return a number
+ $.valHooks.number = {
+ get: function(el) {
+ var value = parseFloat(el.value);
+ return isNaN(value) ? "" : value;
+ }
+ };
+ $(el).html(' ');
+ return {
+ data: null,
+ ctfilterHandle: new crosstalk.FilterHandle(),
+ ctfilterSubscription: null,
+ ctselectHandle: new crosstalk.SelectionHandle(),
+ ctselectSubscription: null
+ };
+ },
+ renderValue: function(el, data, instance) {
+ if (el.offsetWidth === 0 || el.offsetHeight === 0) {
+ instance.data = data;
+ return;
+ }
+ instance.data = null;
+ var $el = $(el);
+ $el.empty();
+
+ if (data === null) {
+ $el.append(' ');
+ // clear previous Shiny inputs (if any)
+ for (var i in instance.clearInputs) instance.clearInputs[i]();
+ instance.clearInputs = {};
+ return;
+ }
+
+ var crosstalkOptions = data.crosstalkOptions;
+ if (!crosstalkOptions) crosstalkOptions = {
+ 'key': null, 'group': null
+ };
+ if (crosstalkOptions.group) {
+ maybeInstallCrosstalkPlugins();
+ instance.ctfilterHandle.setGroup(crosstalkOptions.group);
+ instance.ctselectHandle.setGroup(crosstalkOptions.group);
+ }
+
+ // if we are in the viewer then we always want to fillContainer and
+ // and autoHideNavigation (unless the user has explicitly set these)
+ if (window.HTMLWidgets.viewerMode) {
+ if (!data.hasOwnProperty("fillContainer"))
+ data.fillContainer = true;
+ if (!data.hasOwnProperty("autoHideNavigation"))
+ data.autoHideNavigation = true;
+ }
+
+ // propagate fillContainer to instance (so we have it in resize)
+ instance.fillContainer = data.fillContainer;
+
+ var cells = data.data;
+
+ if (cells instanceof Array) cells = transposeArray2D(cells);
+
+ $el.append(data.container);
+ var $table = $el.find('table');
+ if (data.class) $table.addClass(data.class);
+ if (data.caption) $table.prepend(data.caption);
+
+ if (!data.selection) data.selection = {
+ mode: 'none', selected: null, target: 'row', selectable: null
+ };
+ if (HTMLWidgets.shinyMode && data.selection.mode !== 'none' &&
+ data.selection.target === 'row+column') {
+ if ($table.children('tfoot').length === 0) {
+ $table.append($(''));
+ $table.find('thead tr').clone().appendTo($table.find('tfoot'));
+ }
+ }
+
+ // column filters
+ var filterRow;
+ switch (data.filter) {
+ case 'top':
+ $table.children('thead').append(data.filterHTML);
+ filterRow = $table.find('thead tr:last td');
+ break;
+ case 'bottom':
+ if ($table.children('tfoot').length === 0) {
+ $table.append($(''));
+ }
+ $table.children('tfoot').prepend(data.filterHTML);
+ filterRow = $table.find('tfoot tr:first td');
+ break;
+ }
+
+ var options = { searchDelay: 1000 };
+ if (cells !== null) $.extend(options, {
+ data: cells
+ });
+
+ // options for fillContainer
+ var bootstrapActive = typeof($.fn.popover) != 'undefined';
+ if (instance.fillContainer) {
+
+ // force scrollX/scrollY and turn off autoWidth
+ options.scrollX = true;
+ options.scrollY = "100px"; // can be any value, we'll adjust below
+
+ // if we aren't paginating then move around the info/filter controls
+ // to save space at the bottom and rephrase the info callback
+ if (data.options.paging === false) {
+
+ // we know how to do this cleanly for bootstrap, not so much
+ // for other themes/layouts
+ if (bootstrapActive) {
+ options.dom = "<'row'<'col-sm-4'i><'col-sm-8'f>>" +
+ "<'row'<'col-sm-12'tr>>";
+ }
+
+ options.fnInfoCallback = function(oSettings, iStart, iEnd,
+ iMax, iTotal, sPre) {
+ return Number(iTotal).toLocaleString() + " records";
+ };
+ }
+ }
+
+ // auto hide navigation if requested
+ // Note, this only works on client-side processing mode as on server-side,
+ // cells (data.data) is null; In addition, we require the pageLength option
+ // being provided explicitly to enable this. Despite we may be able to deduce
+ // the default value of pageLength, it may complicate things so we'd rather
+ // put this responsiblity to users and warn them on the R side.
+ if (data.autoHideNavigation === true && data.options.paging !== false) {
+ // strip all nav if length >= cells
+ if ((cells instanceof Array) && data.options.pageLength >= cells.length)
+ options.dom = bootstrapActive ? "<'row'<'col-sm-12'tr>>" : "t";
+ // alternatively lean things out for flexdashboard mobile portrait
+ else if (bootstrapActive && window.FlexDashboard && window.FlexDashboard.isMobilePhone())
+ options.dom = "<'row'<'col-sm-12'f>>" +
+ "<'row'<'col-sm-12'tr>>" +
+ "<'row'<'col-sm-12'p>>";
+ }
+
+ $.extend(true, options, data.options || {});
+
+ var searchCols = options.searchCols;
+ if (searchCols) {
+ searchCols = searchCols.map(function(x) {
+ return x === null ? '' : x.search;
+ });
+ // FIXME: this means I don't respect the escapeRegex setting
+ delete options.searchCols;
+ }
+
+ // server-side processing?
+ var server = options.serverSide === true;
+
+ // use the dataSrc function to pre-process JSON data returned from R
+ var DT_rows_all = [], DT_rows_current = [];
+ if (server && HTMLWidgets.shinyMode && typeof options.ajax === 'object' &&
+ /^session\/[\da-z]+\/dataobj/.test(options.ajax.url) && !options.ajax.dataSrc) {
+ options.ajax.dataSrc = function(json) {
+ DT_rows_all = $.makeArray(json.DT_rows_all);
+ DT_rows_current = $.makeArray(json.DT_rows_current);
+ var data = json.data;
+ if (!colReorderEnabled()) return data;
+ var table = $table.DataTable(), order = table.colReorder.order(), flag = true, i, j, row;
+ for (i = 0; i < order.length; ++i) if (order[i] !== i) flag = false;
+ if (flag) return data;
+ for (i = 0; i < data.length; ++i) {
+ row = data[i].slice();
+ for (j = 0; j < order.length; ++j) data[i][j] = row[order[j]];
+ }
+ return data;
+ };
+ }
+
+ var thiz = this;
+ if (instance.fillContainer) $table.on('init.dt', function(e) {
+ thiz.fillAvailableHeight(el, $(el).innerHeight());
+ });
+ // If the page contains serveral datatables and one of which enables colReorder,
+ // the table.colReorder.order() function will exist but throws error when called.
+ // So it seems like the only way to know if colReorder is enabled or not is to
+ // check the options.
+ var colReorderEnabled = function() { return "colReorder" in options; };
+ var table = $table.DataTable(options);
+ $el.data('datatable', table);
+
+ if ('rowGroup' in options) {
+ // Maintain RowGroup dataSrc when columns are reordered (#1109)
+ table.on('column-reorder', function(e, settings, details) {
+ var oldDataSrc = table.rowGroup().dataSrc();
+ var newDataSrc = details.mapping[oldDataSrc];
+ table.rowGroup().dataSrc(newDataSrc);
+ });
+ }
+
+ // Unregister previous Crosstalk event subscriptions, if they exist
+ if (instance.ctfilterSubscription) {
+ instance.ctfilterHandle.off("change", instance.ctfilterSubscription);
+ instance.ctfilterSubscription = null;
+ }
+ if (instance.ctselectSubscription) {
+ instance.ctselectHandle.off("change", instance.ctselectSubscription);
+ instance.ctselectSubscription = null;
+ }
+
+ if (!crosstalkOptions.group) {
+ $table[0].ctfilter = null;
+ $table[0].ctselect = null;
+ } else {
+ var key = crosstalkOptions.key;
+ function keysToMatches(keys) {
+ if (!keys) {
+ return null;
+ } else {
+ var selectedKeys = {};
+ for (var i = 0; i < keys.length; i++) {
+ selectedKeys[keys[i]] = true;
+ }
+ var matches = {};
+ for (var j = 0; j < key.length; j++) {
+ if (selectedKeys[key[j]])
+ matches[j] = true;
+ }
+ return matches;
+ }
+ }
+
+ function applyCrosstalkFilter(e) {
+ $table[0].ctfilter = keysToMatches(e.value);
+ table.draw();
+ }
+ instance.ctfilterSubscription = instance.ctfilterHandle.on("change", applyCrosstalkFilter);
+ applyCrosstalkFilter({value: instance.ctfilterHandle.filteredKeys});
+
+ function applyCrosstalkSelection(e) {
+ if (e.sender !== instance.ctselectHandle) {
+ table
+ .rows('.' + selClass, {search: 'applied'})
+ .nodes()
+ .to$()
+ .removeClass(selClass);
+ if (selectedRows)
+ changeInput('rows_selected', selectedRows(), void 0, true);
+ }
+
+ if (e.sender !== instance.ctselectHandle && e.value && e.value.length) {
+ var matches = keysToMatches(e.value);
+
+ // persistent selection with plotly (& leaflet)
+ var ctOpts = crosstalk.var("plotlyCrosstalkOpts").get() || {};
+ if (ctOpts.persistent === true) {
+ var matches = $.extend(matches, $table[0].ctselect);
+ }
+
+ $table[0].ctselect = matches;
+ table.draw();
+ } else {
+ if ($table[0].ctselect) {
+ $table[0].ctselect = null;
+ table.draw();
+ }
+ }
+ }
+ instance.ctselectSubscription = instance.ctselectHandle.on("change", applyCrosstalkSelection);
+ // TODO: This next line doesn't seem to work when renderDataTable is used
+ applyCrosstalkSelection({value: instance.ctselectHandle.value});
+ }
+
+ var inArray = function(val, array) {
+ return $.inArray(val, $.makeArray(array)) > -1;
+ };
+
+ // search the i-th column
+ var searchColumn = function(i, value) {
+ var regex = false, ci = true;
+ if (options.search) {
+ regex = options.search.regex,
+ ci = options.search.caseInsensitive !== false;
+ }
+ // need to transpose the column index when colReorder is enabled
+ if (table.colReorder) i = table.colReorder.transpose(i);
+ return table.column(i).search(value, regex, !regex, ci);
+ };
+
+ if (data.filter !== 'none') {
+ if (!data.hasOwnProperty('filterSettings')) data.filterSettings = {};
+
+ filterRow.each(function(i, td) {
+
+ var $td = $(td), type = $td.data('type'), filter;
+ var $input = $td.children('div').first().children('input');
+ var disabled = $input.prop('disabled');
+ var searchable = table.settings()[0].aoColumns[i].bSearchable;
+ $input.prop('disabled', !searchable || disabled);
+ $input.data('searchable', searchable); // for updating later
+ $input.on('input blur', function() {
+ $input.next('span').toggle(Boolean($input.val()));
+ });
+ // Bootstrap sets pointer-events to none and we won't be able to click
+ // the clear button
+ $input.next('span').css('pointer-events', 'auto').hide().click(function() {
+ $(this).hide().prev('input').val('').trigger('input').focus();
+ });
+ var searchCol; // search string for this column
+ if (searchCols && searchCols[i]) {
+ searchCol = searchCols[i];
+ $input.val(searchCol).trigger('input');
+ }
+ var $x = $td.children('div').last();
+
+ // remove the overflow: hidden attribute of the scrollHead
+ // (otherwise the scrolling table body obscures the filters)
+ // The workaround and the discussion from
+ // https://github.com/rstudio/DT/issues/554#issuecomment-518007347
+ // Otherwise the filter selection will not be anchored to the values
+ // when the columns number is many and scrollX is enabled.
+ var scrollHead = $(el).find('.dataTables_scrollHead,.dataTables_scrollFoot');
+ var cssOverflowHead = scrollHead.css('overflow');
+ var scrollBody = $(el).find('.dataTables_scrollBody');
+ var cssOverflowBody = scrollBody.css('overflow');
+ var scrollTable = $(el).find('.dataTables_scroll');
+ var cssOverflowTable = scrollTable.css('overflow');
+ if (cssOverflowHead === 'hidden') {
+ $x.on('show hide', function(e) {
+ if (e.type === 'show') {
+ scrollHead.css('overflow', 'visible');
+ scrollBody.css('overflow', 'visible');
+ scrollTable.css('overflow-x', 'scroll');
+ } else {
+ scrollHead.css('overflow', cssOverflowHead);
+ scrollBody.css('overflow', cssOverflowBody);
+ scrollTable.css('overflow-x', cssOverflowTable);
+ }
+ });
+ $x.css('z-index', 25);
+ }
+
+ if (inArray(type, ['factor', 'logical'])) {
+ $input.on({
+ click: function() {
+ $input.parent().hide(); $x.show().trigger('show'); filter[0].selectize.focus();
+ },
+ input: function() {
+ var v1 = JSON.stringify(filter[0].selectize.getValue()), v2 = $input.val();
+ if (v1 === '[]') v1 = '';
+ if (v1 !== v2) filter[0].selectize.setValue(v2 === '' ? [] : JSON.parse(v2));
+ }
+ });
+ var $input2 = $x.children('select');
+ filter = $input2.selectize($.extend({
+ options: $input2.data('options').map(function(v, i) {
+ return ({text: v, value: v});
+ }),
+ plugins: ['remove_button'],
+ hideSelected: true,
+ onChange: function(value) {
+ if (value === null) value = []; // compatibility with jQuery 3.0
+ $input.val(value.length ? JSON.stringify(value) : '');
+ if (value.length) $input.trigger('input');
+ $input.attr('title', $input.val());
+ if (server) {
+ searchColumn(i, value.length ? JSON.stringify(value) : '').draw();
+ return;
+ }
+ // turn off filter if nothing selected
+ $td.data('filter', value.length > 0);
+ table.draw(); // redraw table, and filters will be applied
+ }
+ }, data.filterSettings.select));
+ filter[0].selectize.on('blur', function() {
+ $x.hide().trigger('hide'); $input.parent().show(); $input.trigger('blur');
+ });
+ filter.next('div').css('margin-bottom', 'auto');
+ } else if (type === 'character') {
+ var fun = function() {
+ searchColumn(i, $input.val()).draw();
+ };
+ // throttle searching for server-side processing
+ var throttledFun = $.fn.dataTable.util.throttle(fun, options.searchDelay);
+ $input.on('input', function(e, immediate) {
+ // always bypass throttling when immediate = true (via the updateSearch method)
+ (immediate || !server) ? fun() : throttledFun();
+ });
+ } else if (inArray(type, ['number', 'integer', 'date', 'time'])) {
+ var $x0 = $x;
+ $x = $x0.children('div').first();
+ $x0.css({
+ 'background-color': '#fff',
+ 'border': '1px #ddd solid',
+ 'border-radius': '4px',
+ 'padding': data.vertical ? '35px 20px': '20px 20px 10px 20px'
+ });
+ var $spans = $x0.children('span').css({
+ 'margin-top': data.vertical ? '0' : '10px',
+ 'white-space': 'nowrap'
+ });
+ var $span1 = $spans.first(), $span2 = $spans.last();
+ var r1 = +$x.data('min'), r2 = +$x.data('max');
+ // when the numbers are too small or have many decimal places, the
+ // slider may have numeric precision problems (#150)
+ var scale = Math.pow(10, Math.max(0, +$x.data('scale') || 0));
+ r1 = Math.round(r1 * scale); r2 = Math.round(r2 * scale);
+ var scaleBack = function(x, scale) {
+ if (scale === 1) return x;
+ var d = Math.round(Math.log(scale) / Math.log(10));
+ // to avoid problems like 3.423/100 -> 0.034230000000000003
+ return (x / scale).toFixed(d);
+ };
+ var slider_min = function() {
+ return filter.noUiSlider('options').range.min;
+ };
+ var slider_max = function() {
+ return filter.noUiSlider('options').range.max;
+ };
+ $input.on({
+ focus: function() {
+ $x0.show().trigger('show');
+ // first, make sure the slider div leaves at least 20px between
+ // the two (slider value) span's
+ $x0.width(Math.max(160, $span1.outerWidth() + $span2.outerWidth() + 20));
+ // then, if the input is really wide or slider is vertical,
+ // make the slider the same width as the input
+ if ($x0.outerWidth() < $input.outerWidth() || data.vertical) {
+ $x0.outerWidth($input.outerWidth());
+ }
+ // make sure the slider div does not reach beyond the right margin
+ if ($(window).width() < $x0.offset().left + $x0.width()) {
+ $x0.offset({
+ 'left': $input.offset().left + $input.outerWidth() - $x0.outerWidth()
+ });
+ }
+ },
+ blur: function() {
+ $x0.hide().trigger('hide');
+ },
+ input: function() {
+ if ($input.val() === '') filter.val([slider_min(), slider_max()]);
+ },
+ change: function() {
+ var v = $input.val().replace(/\s/g, '');
+ if (v === '') return;
+ v = v.split('...');
+ if (v.length !== 2) {
+ $input.parent().addClass('has-error');
+ return;
+ }
+ if (v[0] === '') v[0] = slider_min();
+ if (v[1] === '') v[1] = slider_max();
+ $input.parent().removeClass('has-error');
+ // treat date as UTC time at midnight
+ var strTime = function(x) {
+ var s = type === 'date' ? 'T00:00:00Z' : '';
+ var t = new Date(x + s).getTime();
+ // add 10 minutes to date since it does not hurt the date, and
+ // it helps avoid the tricky floating point arithmetic problems,
+ // e.g. sometimes the date may be a few milliseconds earlier
+ // than the midnight due to precision problems in noUiSlider
+ return type === 'date' ? t + 3600000 : t;
+ };
+ if (inArray(type, ['date', 'time'])) {
+ v[0] = strTime(v[0]);
+ v[1] = strTime(v[1]);
+ }
+ if (v[0] != slider_min()) v[0] *= scale;
+ if (v[1] != slider_max()) v[1] *= scale;
+ filter.val(v);
+ }
+ });
+ var formatDate = function(d) {
+ d = scaleBack(d, scale);
+ if (type === 'number') return d;
+ if (type === 'integer') return parseInt(d);
+ var x = new Date(+d);
+ if (type === 'date') {
+ var pad0 = function(x) {
+ return ('0' + x).substr(-2, 2);
+ };
+ return x.getUTCFullYear() + '-' + pad0(1 + x.getUTCMonth())
+ + '-' + pad0(x.getUTCDate());
+ } else {
+ return x.toISOString();
+ }
+ };
+ var opts = type === 'date' ? { step: 60 * 60 * 1000 } :
+ type === 'integer' ? { step: 1 } : {};
+
+ opts.orientation = data.vertical ? 'vertical': 'horizontal';
+ opts.direction = data.vertical ? 'rtl': 'ltr';
+
+ filter = $x.noUiSlider($.extend({
+ start: [r1, r2],
+ range: {min: r1, max: r2},
+ connect: true
+ }, opts, data.filterSettings.slider));
+ if (scale > 1) (function() {
+ var t1 = r1, t2 = r2;
+ var val = filter.val();
+ while (val[0] > r1 || val[1] < r2) {
+ if (val[0] > r1) {
+ t1 -= val[0] - r1;
+ }
+ if (val[1] < r2) {
+ t2 += r2 - val[1];
+ }
+ filter = $x.noUiSlider($.extend({
+ start: [t1, t2],
+ range: {min: t1, max: t2},
+ connect: true
+ }, opts, data.filterSettings.slider), true);
+ val = filter.val();
+ }
+ r1 = t1; r2 = t2;
+ })();
+ // format with active column renderer, if defined
+ var colDef = data.options.columnDefs.find(function(def) {
+ return (def.targets === i || inArray(i, def.targets)) && 'render' in def;
+ });
+ var updateSliderText = function(v1, v2) {
+ // we only know how to use function renderers
+ if (colDef && typeof colDef.render === 'function') {
+ var restore = function(v) {
+ v = scaleBack(v, scale);
+ return inArray(type, ['date', 'time']) ? new Date(+v) : v;
+ }
+ $span1.text(colDef.render(restore(v1), 'display'));
+ $span2.text(colDef.render(restore(v2), 'display'));
+ } else {
+ $span1.text(formatDate(v1));
+ $span2.text(formatDate(v2));
+ }
+ };
+ updateSliderText(r1, r2);
+ var updateSlider = function(e) {
+ var val = filter.val();
+ // turn off filter if in full range
+ $td.data('filter', val[0] > slider_min() || val[1] < slider_max());
+ var v1 = formatDate(val[0]), v2 = formatDate(val[1]), ival;
+ if ($td.data('filter')) {
+ ival = v1 + ' ... ' + v2;
+ $input.attr('title', ival).val(ival).trigger('input');
+ } else {
+ $input.attr('title', '').val('');
+ }
+ updateSliderText(val[0], val[1]);
+ if (e.type === 'slide') return; // no searching when sliding only
+ if (server) {
+ searchColumn(i, $td.data('filter') ? ival : '').draw();
+ return;
+ }
+ table.draw();
+ };
+ filter.on({
+ set: updateSlider,
+ slide: updateSlider
+ });
+ }
+
+ // server-side processing will be handled by R (or whatever server
+ // language you use); the following code is only needed for client-side
+ // processing
+ if (server) {
+ // if a search string has been pre-set, search now
+ if (searchCol) $input.trigger('input').trigger('change');
+ return;
+ }
+
+ var customFilter = function(settings, data, dataIndex) {
+ // there is no way to attach a search function to a specific table,
+ // and we need to make sure a global search function is not applied to
+ // all tables (i.e. a range filter in a previous table should not be
+ // applied to the current table); we use the settings object to
+ // determine if we want to perform searching on the current table,
+ // since settings.sTableId will be different to different tables
+ if (table.settings()[0] !== settings) return true;
+ // no filter on this column or no need to filter this column
+ if (typeof filter === 'undefined' || !$td.data('filter')) return true;
+
+ var r = filter.val(), v, r0, r1;
+ var i_data = function(i) {
+ if (!colReorderEnabled()) return i;
+ var order = table.colReorder.order(), k;
+ for (k = 0; k < order.length; ++k) if (order[k] === i) return k;
+ return i; // in theory it will never be here...
+ }
+ v = data[i_data(i)];
+ if (type === 'number' || type === 'integer') {
+ v = parseFloat(v);
+ // how to handle NaN? currently exclude these rows
+ if (isNaN(v)) return(false);
+ r0 = parseFloat(scaleBack(r[0], scale))
+ r1 = parseFloat(scaleBack(r[1], scale));
+ if (v >= r0 && v <= r1) return true;
+ } else if (type === 'date' || type === 'time') {
+ v = new Date(v);
+ r0 = new Date(r[0] / scale); r1 = new Date(r[1] / scale);
+ if (v >= r0 && v <= r1) return true;
+ } else if (type === 'factor') {
+ if (r.length === 0 || inArray(v, r)) return true;
+ } else if (type === 'logical') {
+ if (r.length === 0) return true;
+ if (inArray(v === '' ? 'na' : v, r)) return true;
+ }
+ return false;
+ };
+
+ $.fn.dataTable.ext.search.push(customFilter);
+
+ // search for the preset search strings if it is non-empty
+ if (searchCol) $input.trigger('input').trigger('change');
+
+ });
+
+ }
+
+ // highlight search keywords
+ var highlight = function() {
+ var body = $(table.table().body());
+ // removing the old highlighting first
+ body.unhighlight();
+
+ // don't highlight the "not found" row, so we get the rows using the api
+ if (table.rows({ filter: 'applied' }).data().length === 0) return;
+ // highlight global search keywords
+ body.highlight($.trim(table.search()).split(/\s+/));
+ // then highlight keywords from individual column filters
+ if (filterRow) filterRow.each(function(i, td) {
+ var $td = $(td), type = $td.data('type');
+ if (type !== 'character') return;
+ var $input = $td.children('div').first().children('input');
+ var column = table.column(i).nodes().to$(),
+ val = $.trim($input.val());
+ if (type !== 'character' || val === '') return;
+ column.highlight(val.split(/\s+/));
+ });
+ };
+
+ if (options.searchHighlight) {
+ table
+ .on('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth', highlight)
+ .on('destroy', function() {
+ // remove event handler
+ table.off('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth');
+ });
+
+ // Set the option for escaping regex characters in our search string. This will be used
+ // for all future matching.
+ jQuery.fn.highlight.options.escapeRegex = (!options.search || !options.search.regex);
+
+ // initial highlight for state saved conditions and initial states
+ highlight();
+ }
+
+ // run the callback function on the table instance
+ if (typeof data.callback === 'function') data.callback(table);
+
+ // double click to edit the cell, row, column, or all cells
+ if (data.editable) table.on('dblclick.dt', 'tbody td', function(e) {
+ // only bring up the editor when the cell itself is dbclicked, and ignore
+ // other dbclick events bubbled up (e.g. from the )
+ if (e.target !== this) return;
+ var target = [], immediate = false;
+ switch (data.editable.target) {
+ case 'cell':
+ target = [this];
+ immediate = true; // edit will take effect immediately
+ break;
+ case 'row':
+ target = table.cells(table.cell(this).index().row, '*').nodes();
+ break;
+ case 'column':
+ target = table.cells('*', table.cell(this).index().column).nodes();
+ break;
+ case 'all':
+ target = table.cells().nodes();
+ break;
+ default:
+ throw 'The editable parameter must be "cell", "row", "column", or "all"';
+ }
+ var disableCols = data.editable.disable ? data.editable.disable.columns : null;
+ var numericCols = data.editable.numeric;
+ var areaCols = data.editable.area;
+ var dateCols = data.editable.date;
+ for (var i = 0; i < target.length; i++) {
+ (function(cell, current) {
+ var $cell = $(cell), html = $cell.html();
+ var _cell = table.cell(cell), value = _cell.data(), index = _cell.index().column;
+ var $input;
+ if (inArray(index, numericCols)) {
+ $input = $(' ');
+ } else if (inArray(index, areaCols)) {
+ $input = $('');
+ } else if (inArray(index, dateCols)) {
+ $input = $(' ');
+ } else {
+ $input = $(' ');
+ }
+ if (!immediate) {
+ $cell.data('input', $input).data('html', html);
+ $input.attr('title', 'Hit Ctrl+Enter to finish editing, or Esc to cancel');
+ }
+ $input.val(value);
+ if (inArray(index, disableCols)) {
+ $input.attr('readonly', '').css('filter', 'invert(25%)');
+ }
+ $cell.empty().append($input);
+ if (cell === current) $input.focus();
+ $input.css('width', '100%');
+
+ if (immediate) $input.on('blur', function(e) {
+ var valueNew = $input.val();
+ if (valueNew !== value) {
+ _cell.data(valueNew);
+ if (HTMLWidgets.shinyMode) {
+ changeInput('cell_edit', [cellInfo(cell)], 'DT.cellInfo', null, {priority: 'event'});
+ }
+ // for server-side processing, users have to call replaceData() to update the table
+ if (!server) table.draw(false);
+ } else {
+ $cell.html(html);
+ }
+ }).on('keyup', function(e) {
+ // hit Escape to cancel editing
+ if (e.keyCode === 27) $input.trigger('blur');
+ });
+
+ // bulk edit (row, column, or all)
+ if (!immediate) $input.on('keyup', function(e) {
+ var removeInput = function($cell, restore) {
+ $cell.data('input').remove();
+ if (restore) $cell.html($cell.data('html'));
+ }
+ if (e.keyCode === 27) {
+ for (var i = 0; i < target.length; i++) {
+ removeInput($(target[i]), true);
+ }
+ } else if (e.keyCode === 13 && e.ctrlKey) {
+ // Ctrl + Enter
+ var cell, $cell, _cell, cellData = [];
+ for (var i = 0; i < target.length; i++) {
+ cell = target[i]; $cell = $(cell); _cell = table.cell(cell);
+ _cell.data($cell.data('input').val());
+ HTMLWidgets.shinyMode && cellData.push(cellInfo(cell));
+ removeInput($cell, false);
+ }
+ if (HTMLWidgets.shinyMode) {
+ changeInput('cell_edit', cellData, 'DT.cellInfo', null, {priority: "event"});
+ }
+ if (!server) table.draw(false);
+ }
+ });
+ })(target[i], this);
+ }
+ });
+
+ // interaction with shiny
+ if (!HTMLWidgets.shinyMode && !crosstalkOptions.group) return;
+
+ var methods = {};
+ var shinyData = {};
+
+ methods.updateCaption = function(caption) {
+ if (!caption) return;
+ $table.children('caption').replaceWith(caption);
+ }
+
+ // register clear functions to remove input values when the table is removed
+ instance.clearInputs = {};
+
+ var changeInput = function(id, value, type, noCrosstalk, opts) {
+ var event = id;
+ id = el.id + '_' + id;
+ if (type) id = id + ':' + type;
+ // do not update if the new value is the same as old value
+ if (event !== 'cell_edit' && !/_clicked$/.test(event) && shinyData.hasOwnProperty(id) && shinyData[id] === JSON.stringify(value))
+ return;
+ shinyData[id] = JSON.stringify(value);
+ if (HTMLWidgets.shinyMode && Shiny.setInputValue) {
+ Shiny.setInputValue(id, value, opts);
+ if (!instance.clearInputs[id]) instance.clearInputs[id] = function() {
+ Shiny.setInputValue(id, null);
+ }
+ }
+
+ // HACK
+ if (event === "rows_selected" && !noCrosstalk) {
+ if (crosstalkOptions.group) {
+ var keys = crosstalkOptions.key;
+ var selectedKeys = null;
+ if (value) {
+ selectedKeys = [];
+ for (var i = 0; i < value.length; i++) {
+ // The value array's contents use 1-based row numbers, so we must
+ // convert to 0-based before indexing into the keys array.
+ selectedKeys.push(keys[value[i] - 1]);
+ }
+ }
+ instance.ctselectHandle.set(selectedKeys);
+ }
+ }
+ };
+
+ var addOne = function(x) {
+ return x.map(function(i) { return 1 + i; });
+ };
+
+ var unique = function(x) {
+ var ux = [];
+ $.each(x, function(i, el){
+ if ($.inArray(el, ux) === -1) ux.push(el);
+ });
+ return ux;
+ }
+
+ // change the row index of a cell
+ var tweakCellIndex = function(cell) {
+ var info = cell.index();
+ // some cell may not be valid. e.g, #759
+ // when using the RowGroup extension, datatables will
+ // generate the row label and the cells are not part of
+ // the data thus contain no row/col info
+ if (info === undefined)
+ return {row: null, col: null};
+ if (server) {
+ info.row = DT_rows_current[info.row];
+ } else {
+ info.row += 1;
+ }
+ return {row: info.row, col: info.column};
+ }
+
+ var cleanSelectedValues = function() {
+ changeInput('rows_selected', []);
+ changeInput('columns_selected', []);
+ changeInput('cells_selected', transposeArray2D([]), 'shiny.matrix');
+ }
+ // #828 we should clean the selection on the server-side when the table reloads
+ cleanSelectedValues();
+
+ // a flag to indicates if select extension is initialized or not
+ var flagSelectExt = table.settings()[0]._select !== undefined;
+ // the Select extension should only be used in the client mode and
+ // when the selection.mode is set to none
+ if (data.selection.mode === 'none' && !server && flagSelectExt) {
+ var updateRowsSelected = function() {
+ var rows = table.rows({selected: true});
+ var selected = [];
+ $.each(rows.indexes().toArray(), function(i, v) {
+ selected.push(v + 1);
+ });
+ changeInput('rows_selected', selected);
+ }
+ var updateColsSelected = function() {
+ var columns = table.columns({selected: true});
+ changeInput('columns_selected', columns.indexes().toArray());
+ }
+ var updateCellsSelected = function() {
+ var cells = table.cells({selected: true});
+ var selected = [];
+ cells.every(function() {
+ var row = this.index().row;
+ var col = this.index().column;
+ selected = selected.concat([[row + 1, col]]);
+ });
+ changeInput('cells_selected', transposeArray2D(selected), 'shiny.matrix');
+ }
+ table.on('select deselect', function(e, dt, type, indexes) {
+ updateRowsSelected();
+ updateColsSelected();
+ updateCellsSelected();
+ })
+ updateRowsSelected();
+ updateColsSelected();
+ updateCellsSelected();
+ }
+
+ var selMode = data.selection.mode, selTarget = data.selection.target;
+ var selDisable = data.selection.selectable === false;
+ if (inArray(selMode, ['single', 'multiple'])) {
+ var selClass = inArray(data.style, ['bootstrap', 'bootstrap4']) ? 'active' : 'selected';
+ // selected1: row indices; selected2: column indices
+ var initSel = function(x) {
+ if (x === null || typeof x === 'boolean' || selTarget === 'cell') {
+ return {rows: [], cols: []};
+ } else if (selTarget === 'row') {
+ return {rows: $.makeArray(x), cols: []};
+ } else if (selTarget === 'column') {
+ return {rows: [], cols: $.makeArray(x)};
+ } else if (selTarget === 'row+column') {
+ return {rows: $.makeArray(x.rows), cols: $.makeArray(x.cols)};
+ }
+ }
+ var selected = data.selection.selected;
+ var selected1 = initSel(selected).rows, selected2 = initSel(selected).cols;
+ // selectable should contain either all positive or all non-positive values, not both
+ // positive values indicate "selectable" while non-positive values means "nonselectable"
+ // the assertion is performed on R side. (only column indicides could be zero which indicates
+ // the row name)
+ var selectable = data.selection.selectable;
+ var selectable1 = initSel(selectable).rows, selectable2 = initSel(selectable).cols;
+
+ // After users reorder the rows or filter the table, we cannot use the table index
+ // directly. Instead, we need this function to find out the rows between the two clicks.
+ // If user filter the table again between the start click and the end click, the behavior
+ // would be undefined, but it should not be a problem.
+ var shiftSelRowsIndex = function(start, end) {
+ var indexes = server ? DT_rows_all : table.rows({ search: 'applied' }).indexes().toArray();
+ start = indexes.indexOf(start); end = indexes.indexOf(end);
+ // if start is larger than end, we need to swap
+ if (start > end) {
+ var tmp = end; end = start; start = tmp;
+ }
+ return indexes.slice(start, end + 1);
+ }
+
+ var serverRowIndex = function(clientRowIndex) {
+ return server ? DT_rows_current[clientRowIndex] : clientRowIndex + 1;
+ }
+
+ // row, column, or cell selection
+ var lastClickedRow;
+ if (inArray(selTarget, ['row', 'row+column'])) {
+ // Get the current selected rows. It will also
+ // update the selected1's value based on the current row selection state
+ // Note we can't put this function inside selectRows() directly,
+ // the reason is method.selectRows() will override selected1's value but this
+ // function will add rows to selected1 (keep the existing selection), which is
+ // inconsistent with column and cell selection.
+ var selectedRows = function() {
+ var rows = table.rows('.' + selClass);
+ var idx = rows.indexes().toArray();
+ if (!server) {
+ selected1 = addOne(idx);
+ return selected1;
+ }
+ idx = idx.map(function(i) {
+ return DT_rows_current[i];
+ });
+ selected1 = selMode === 'multiple' ? unique(selected1.concat(idx)) : idx;
+ return selected1;
+ }
+ // Change selected1's value based on selectable1, then refresh the row state
+ var onlyKeepSelectableRows = function() {
+ if (selDisable) { // users can't select; useful when only want backend select
+ selected1 = [];
+ return;
+ }
+ if (selectable1.length === 0) return;
+ var nonselectable = selectable1[0] <= 0;
+ if (nonselectable) {
+ // should make selectable1 positive
+ selected1 = $(selected1).not(selectable1.map(function(i) { return -i; })).get();
+ } else {
+ selected1 = $(selected1).filter(selectable1).get();
+ }
+ }
+ // Change selected1's value based on selectable1, then
+ // refresh the row selection state according to values in selected1
+ var selectRows = function(ignoreSelectable) {
+ if (!ignoreSelectable) onlyKeepSelectableRows();
+ table.$('tr.' + selClass).removeClass(selClass);
+ if (selected1.length === 0) return;
+ if (server) {
+ table.rows({page: 'current'}).every(function() {
+ if (inArray(DT_rows_current[this.index()], selected1)) {
+ $(this.node()).addClass(selClass);
+ }
+ });
+ } else {
+ var selected0 = selected1.map(function(i) { return i - 1; });
+ $(table.rows(selected0).nodes()).addClass(selClass);
+ }
+ }
+ table.on('mousedown.dt', 'tbody tr', function(e) {
+ var $this = $(this), thisRow = table.row(this);
+ if (selMode === 'multiple') {
+ if (e.shiftKey && lastClickedRow !== undefined) {
+ // select or de-select depends on the last clicked row's status
+ var flagSel = !$this.hasClass(selClass);
+ var crtClickedRow = serverRowIndex(thisRow.index());
+ if (server) {
+ var rowsIndex = shiftSelRowsIndex(lastClickedRow, crtClickedRow);
+ // update current page's selClass
+ rowsIndex.map(function(i) {
+ var rowIndex = DT_rows_current.indexOf(i);
+ if (rowIndex >= 0) {
+ var row = table.row(rowIndex).nodes().to$();
+ var flagRowSel = !row.hasClass(selClass);
+ if (flagSel === flagRowSel) row.toggleClass(selClass);
+ }
+ });
+ // update selected1
+ if (flagSel) {
+ selected1 = unique(selected1.concat(rowsIndex));
+ } else {
+ selected1 = selected1.filter(function(index) {
+ return !inArray(index, rowsIndex);
+ });
+ }
+ } else {
+ // js starts from 0
+ shiftSelRowsIndex(lastClickedRow - 1, crtClickedRow - 1).map(function(value) {
+ var row = table.row(value).nodes().to$();
+ var flagRowSel = !row.hasClass(selClass);
+ if (flagSel === flagRowSel) row.toggleClass(selClass);
+ });
+ }
+ e.preventDefault();
+ } else {
+ $this.toggleClass(selClass);
+ }
+ } else {
+ if ($this.hasClass(selClass)) {
+ $this.removeClass(selClass);
+ } else {
+ table.$('tr.' + selClass).removeClass(selClass);
+ $this.addClass(selClass);
+ }
+ }
+ if (server && !$this.hasClass(selClass)) {
+ var id = DT_rows_current[thisRow.index()];
+ // remove id from selected1 since its class .selected has been removed
+ if (inArray(id, selected1)) selected1.splice($.inArray(id, selected1), 1);
+ }
+ selectedRows(); // update selected1's value based on selClass
+ selectRows(false); // only keep the selectable rows
+ changeInput('rows_selected', selected1);
+ changeInput('row_last_clicked', serverRowIndex(thisRow.index()), null, null, {priority: 'event'});
+ lastClickedRow = serverRowIndex(thisRow.index());
+ });
+ selectRows(false); // in case users have specified pre-selected rows
+ // restore selected rows after the table is redrawn (e.g. sort/search/page);
+ // client-side tables will preserve the selections automatically; for
+ // server-side tables, we have to *real* row indices are in `selected1`
+ changeInput('rows_selected', selected1);
+ if (server) table.on('draw.dt', function(e) { selectRows(false); });
+ methods.selectRows = function(selected, ignoreSelectable) {
+ selected1 = $.makeArray(selected);
+ selectRows(ignoreSelectable);
+ changeInput('rows_selected', selected1);
+ }
+ }
+
+ if (inArray(selTarget, ['column', 'row+column'])) {
+ if (selTarget === 'row+column') {
+ $(table.columns().footer()).css('cursor', 'pointer');
+ }
+ // update selected2's value based on selectable2
+ var onlyKeepSelectableCols = function() {
+ if (selDisable) { // users can't select; useful when only want backend select
+ selected2 = [];
+ return;
+ }
+ if (selectable2.length === 0) return;
+ var nonselectable = selectable2[0] <= 0;
+ if (nonselectable) {
+ // need to make selectable2 positive
+ selected2 = $(selected2).not(selectable2.map(function(i) { return -i; })).get();
+ } else {
+ selected2 = $(selected2).filter(selectable2).get();
+ }
+ }
+ // update selected2 and then
+ // refresh the col selection state according to values in selected2
+ var selectCols = function(ignoreSelectable) {
+ if (!ignoreSelectable) onlyKeepSelectableCols();
+ // if selected2 is not a valide index (e.g., larger than the column number)
+ // table.columns(selected2) will fail and result in a blank table
+ // this is different from the table.rows(), where the out-of-range indexes
+ // doesn't affect at all
+ selected2 = $(selected2).filter(table.columns().indexes()).get();
+ table.columns().nodes().flatten().to$().removeClass(selClass);
+ if (selected2.length > 0)
+ table.columns(selected2).nodes().flatten().to$().addClass(selClass);
+ }
+ var callback = function() {
+ var colIdx = selTarget === 'column' ? table.cell(this).index().column :
+ $.inArray(this, table.columns().footer()),
+ thisCol = $(table.column(colIdx).nodes());
+ if (colIdx === -1) return;
+ if (thisCol.hasClass(selClass)) {
+ thisCol.removeClass(selClass);
+ selected2.splice($.inArray(colIdx, selected2), 1);
+ } else {
+ if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
+ thisCol.addClass(selClass);
+ selected2 = selMode === 'single' ? [colIdx] : unique(selected2.concat([colIdx]));
+ }
+ selectCols(false); // update selected2 based on selectable
+ changeInput('columns_selected', selected2);
+ }
+ if (selTarget === 'column') {
+ $(table.table().body()).on('click.dt', 'td', callback);
+ } else {
+ $(table.table().footer()).on('click.dt', 'tr th', callback);
+ }
+ selectCols(false); // in case users have specified pre-selected columns
+ changeInput('columns_selected', selected2);
+ if (server) table.on('draw.dt', function(e) { selectCols(false); });
+ methods.selectColumns = function(selected, ignoreSelectable) {
+ selected2 = $.makeArray(selected);
+ selectCols(ignoreSelectable);
+ changeInput('columns_selected', selected2);
+ }
+ }
+
+ if (selTarget === 'cell') {
+ var selected3 = [], selectable3 = [];
+ if (selected !== null) selected3 = selected;
+ if (selectable !== null && typeof selectable !== 'boolean') selectable3 = selectable;
+ var findIndex = function(ij, sel) {
+ for (var i = 0; i < sel.length; i++) {
+ if (ij[0] === sel[i][0] && ij[1] === sel[i][1]) return i;
+ }
+ return -1;
+ }
+ // Change selected3's value based on selectable3, then refresh the cell state
+ var onlyKeepSelectableCells = function() {
+ if (selDisable) { // users can't select; useful when only want backend select
+ selected3 = [];
+ return;
+ }
+ if (selectable3.length === 0) return;
+ var nonselectable = selectable3[0][0] <= 0;
+ var out = [];
+ if (nonselectable) {
+ selected3.map(function(ij) {
+ // should make selectable3 positive
+ if (findIndex([-ij[0], -ij[1]], selectable3) === -1) { out.push(ij); }
+ });
+ } else {
+ selected3.map(function(ij) {
+ if (findIndex(ij, selectable3) > -1) { out.push(ij); }
+ });
+ }
+ selected3 = out;
+ }
+ // Change selected3's value based on selectable3, then
+ // refresh the cell selection state according to values in selected3
+ var selectCells = function(ignoreSelectable) {
+ if (!ignoreSelectable) onlyKeepSelectableCells();
+ table.$('td.' + selClass).removeClass(selClass);
+ if (selected3.length === 0) return;
+ if (server) {
+ table.cells({page: 'current'}).every(function() {
+ var info = tweakCellIndex(this);
+ if (findIndex([info.row, info.col], selected3) > -1)
+ $(this.node()).addClass(selClass);
+ });
+ } else {
+ selected3.map(function(ij) {
+ $(table.cell(ij[0] - 1, ij[1]).node()).addClass(selClass);
+ });
+ }
+ };
+ table.on('click.dt', 'tbody td', function() {
+ var $this = $(this), info = tweakCellIndex(table.cell(this));
+ if ($this.hasClass(selClass)) {
+ $this.removeClass(selClass);
+ selected3.splice(findIndex([info.row, info.col], selected3), 1);
+ } else {
+ if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
+ $this.addClass(selClass);
+ selected3 = selMode === 'single' ? [[info.row, info.col]] :
+ unique(selected3.concat([[info.row, info.col]]));
+ }
+ selectCells(false); // must call this to update selected3 based on selectable3
+ changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
+ });
+ selectCells(false); // in case users have specified pre-selected columns
+ changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
+
+ if (server) table.on('draw.dt', function(e) { selectCells(false); });
+ methods.selectCells = function(selected, ignoreSelectable) {
+ selected3 = selected ? selected : [];
+ selectCells(ignoreSelectable);
+ changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
+ }
+ }
+ }
+
+ // expose some table info to Shiny
+ var updateTableInfo = function(e, settings) {
+ // TODO: is anyone interested in the page info?
+ // changeInput('page_info', table.page.info());
+ var updateRowInfo = function(id, modifier) {
+ var idx;
+ if (server) {
+ idx = modifier.page === 'current' ? DT_rows_current : DT_rows_all;
+ } else {
+ var rows = table.rows($.extend({
+ search: 'applied',
+ page: 'all'
+ }, modifier));
+ idx = addOne(rows.indexes().toArray());
+ }
+ changeInput('rows' + '_' + id, idx);
+ };
+ updateRowInfo('current', {page: 'current'});
+ updateRowInfo('all', {});
+ }
+ table.on('draw.dt', updateTableInfo);
+ updateTableInfo();
+
+ // state info
+ table.on('draw.dt column-visibility.dt', function() {
+ changeInput('state', table.state());
+ });
+ changeInput('state', table.state());
+
+ // search info
+ var updateSearchInfo = function() {
+ changeInput('search', table.search());
+ if (filterRow) changeInput('search_columns', filterRow.toArray().map(function(td) {
+ return $(td).find('input').first().val();
+ }));
+ }
+ table.on('draw.dt', updateSearchInfo);
+ updateSearchInfo();
+
+ var cellInfo = function(thiz) {
+ var info = tweakCellIndex(table.cell(thiz));
+ info.value = table.cell(thiz).data();
+ return info;
+ }
+ // the current cell clicked on
+ table.on('click.dt', 'tbody td', function() {
+ changeInput('cell_clicked', cellInfo(this), null, null, {priority: 'event'});
+ })
+ changeInput('cell_clicked', {});
+
+ // do not trigger table selection when clicking on links unless they have classes
+ table.on('mousedown.dt', 'tbody td a', function(e) {
+ if (this.className === '') e.stopPropagation();
+ });
+
+ methods.addRow = function(data, rowname, resetPaging) {
+ var n = table.columns().indexes().length, d = n - data.length;
+ if (d === 1) {
+ data = rowname.concat(data)
+ } else if (d !== 0) {
+ console.log(data);
+ console.log(table.columns().indexes());
+ throw 'New data must be of the same length as current data (' + n + ')';
+ };
+ table.row.add(data).draw(resetPaging);
+ }
+
+ methods.updateSearch = function(keywords) {
+ if (keywords.global !== null)
+ $(table.table().container()).find('input[type=search]').first()
+ .val(keywords.global).trigger('input');
+ var columns = keywords.columns;
+ if (!filterRow || columns === null) return;
+ filterRow.toArray().map(function(td, i) {
+ var v = typeof columns === 'string' ? columns : columns[i];
+ if (typeof v === 'undefined') {
+ console.log('The search keyword for column ' + i + ' is undefined')
+ return;
+ }
+ // Update column search string and values on linked filter widgets.
+ // 'input' for factor and char filters, 'change' for numeric filters.
+ $(td).find('input').first().val(v).trigger('input', [true]).trigger('change');
+ });
+ table.draw();
+ }
+
+ methods.hideCols = function(hide, reset) {
+ if (reset) table.columns().visible(true, false);
+ table.columns(hide).visible(false);
+ }
+
+ methods.showCols = function(show, reset) {
+ if (reset) table.columns().visible(false, false);
+ table.columns(show).visible(true);
+ }
+
+ methods.colReorder = function(order, origOrder) {
+ table.colReorder.order(order, origOrder);
+ }
+
+ methods.selectPage = function(page) {
+ if (table.page.info().pages < page || page < 1) {
+ throw 'Selected page is out of range';
+ };
+ table.page(page - 1).draw(false);
+ }
+
+ methods.reloadData = function(resetPaging, clearSelection) {
+ // empty selections first if necessary
+ if (methods.selectRows && inArray('row', clearSelection)) methods.selectRows([]);
+ if (methods.selectColumns && inArray('column', clearSelection)) methods.selectColumns([]);
+ if (methods.selectCells && inArray('cell', clearSelection)) methods.selectCells([]);
+ table.ajax.reload(null, resetPaging);
+ }
+
+ // update table filters (set new limits of sliders)
+ methods.updateFilters = function(newProps) {
+ // loop through each filter in the filter row
+ filterRow.each(function(i, td) {
+ var k = i;
+ if (filterRow.length > newProps.length) {
+ if (i === 0) return; // first column is row names
+ k = i - 1;
+ }
+ // Update the filters to reflect the updated data.
+ // Allow "falsy" (e.g. NULL) to signify a no-op.
+ if (newProps[k]) {
+ setFilterProps(td, newProps[k]);
+ }
+ });
+ };
+
+ table.shinyMethods = methods;
+ },
+ resize: function(el, width, height, instance) {
+ if (instance.data) this.renderValue(el, instance.data, instance);
+
+ // dynamically adjust height if fillContainer = TRUE
+ if (instance.fillContainer)
+ this.fillAvailableHeight(el, height);
+
+ this.adjustWidth(el);
+ },
+
+ // dynamically set the scroll body to fill available height
+ // (used with fillContainer = TRUE)
+ fillAvailableHeight: function(el, availableHeight) {
+
+ // see how much of the table is occupied by header/footer elements
+ // and use that to compute a target scroll body height
+ var dtWrapper = $(el).find('div.dataTables_wrapper');
+ var dtScrollBody = $(el).find($('div.dataTables_scrollBody'));
+ var framingHeight = dtWrapper.innerHeight() - dtScrollBody.innerHeight();
+ var scrollBodyHeight = availableHeight - framingHeight;
+
+ // we need to set `max-height` to none as datatables library now sets this
+ // to a fixed height, disabling the ability to resize to fill the window,
+ // as it will be set to a fixed 100px under such circumstances, e.g., RStudio IDE,
+ // or FlexDashboard
+ // see https://github.com/rstudio/DT/issues/951#issuecomment-1026464509
+ dtScrollBody.css('max-height', 'none');
+ // set the height
+ dtScrollBody.height(scrollBodyHeight + 'px');
+ },
+
+ // adjust the width of columns; remove the hard-coded widths on table and the
+ // scroll header when scrollX/Y are enabled
+ adjustWidth: function(el) {
+ var $el = $(el), table = $el.data('datatable');
+ if (table) table.columns.adjust();
+ $el.find('.dataTables_scrollHeadInner').css('width', '')
+ .children('table').css('margin-left', '');
+ }
+});
+
+ if (!HTMLWidgets.shinyMode) return;
+
+ Shiny.addCustomMessageHandler('datatable-calls', function(data) {
+ var id = data.id;
+ var el = document.getElementById(id);
+ var table = el ? $(el).data('datatable') : null;
+ if (!table) {
+ console.log("Couldn't find table with id " + id);
+ return;
+ }
+
+ var methods = table.shinyMethods, call = data.call;
+ if (methods[call.method]) {
+ methods[call.method].apply(table, call.args);
+ } else {
+ console.log("Unknown method " + call.method);
+ }
+ });
+
+})();
diff --git a/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/css/jquery.dataTables.extra.css b/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/css/jquery.dataTables.extra.css
new file mode 100644
index 0000000..b2dd141
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/css/jquery.dataTables.extra.css
@@ -0,0 +1,28 @@
+/* Selected rows/cells */
+table.dataTable tr.selected td, table.dataTable td.selected {
+ background-color: #b0bed9 !important;
+}
+/* In case of scrollX/Y or FixedHeader */
+.dataTables_scrollBody .dataTables_sizing {
+ visibility: hidden;
+}
+
+/* The datatables' theme CSS file doesn't define
+the color but with white background. It leads to an issue that
+when the HTML's body color is set to 'white', the user can't
+see the text since the background is white. One case happens in the
+RStudio's IDE when inline viewing the DT table inside an Rmd file,
+if the IDE theme is set to "Cobalt".
+
+See https://github.com/rstudio/DT/issues/447 for more info
+
+This fixes should have little side-effects because all the other elements
+of the default theme use the #333 font color.
+
+TODO: The upstream may use relative colors for both the table background
+and the color. It means the table can display well without this patch
+then. At that time, we need to remove the below CSS attributes.
+*/
+div.datatables {
+ color: #333;
+}
diff --git a/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/css/jquery.dataTables.min.css b/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/css/jquery.dataTables.min.css
new file mode 100644
index 0000000..ad59f84
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/css/jquery.dataTables.min.css
@@ -0,0 +1 @@
+:root{--dt-row-selected: 13, 110, 253;--dt-row-selected-text: 255, 255, 255;--dt-row-selected-link: 9, 10, 11;--dt-row-stripe: 0, 0, 0;--dt-row-hover: 0, 0, 0;--dt-column-ordering: 0, 0, 0;--dt-html-background: white}:root.dark{--dt-html-background: rgb(33, 37, 41)}table.dataTable td.dt-control{text-align:center;cursor:pointer}table.dataTable td.dt-control:before{display:inline-block;color:rgba(0, 0, 0, 0.5);content:"►"}table.dataTable tr.dt-hasChild td.dt-control:before{content:"▼"}html.dark table.dataTable td.dt-control:before{color:rgba(255, 255, 255, 0.5)}html.dark table.dataTable tr.dt-hasChild td.dt-control:before{color:rgba(255, 255, 255, 0.5)}table.dataTable thead>tr>th.sorting,table.dataTable thead>tr>th.sorting_asc,table.dataTable thead>tr>th.sorting_desc,table.dataTable thead>tr>th.sorting_asc_disabled,table.dataTable thead>tr>th.sorting_desc_disabled,table.dataTable thead>tr>td.sorting,table.dataTable thead>tr>td.sorting_asc,table.dataTable 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diff --git a/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/js/jquery.dataTables.min.js b/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/js/jquery.dataTables.min.js
new file mode 100644
index 0000000..f786b0d
--- /dev/null
+++ b/SSR/topics/ancova/ancova_files/libs/dt-core-1.13.6/js/jquery.dataTables.min.js
@@ -0,0 +1,4 @@
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