From 7c9964c78d9922d8fc52f02a863acf50698ff2c3 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Fri, 8 Aug 2025 16:45:38 +0000 Subject: [PATCH 1/7] Initial plan From 0fc445ced76a92915172d49db70b5db34ce30abb Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Fri, 8 Aug 2025 16:55:53 +0000 Subject: [PATCH 2/7] Implement column subsetting optimization for model objects Co-authored-by: ShixiangWang <25057508+ShixiangWang@users.noreply.github.com> --- R/02-pipeline.R | 10 ++- R/98-utils.R | 15 +++++ tests/testthat/Rplots.pdf | Bin 0 -> 138842 bytes tests/testthat/test-optimization.R | 103 +++++++++++++++++++++++++++++ 4 files changed, 125 insertions(+), 3 deletions(-) create mode 100644 tests/testthat/Rplots.pdf create mode 100644 tests/testthat/test-optimization.R diff --git a/R/02-pipeline.R b/R/02-pipeline.R index e7a350b..f277935 100644 --- a/R/02-pipeline.R +++ b/R/02-pipeline.R @@ -305,14 +305,14 @@ br_run <- function(obj, ..., group_by = NULL, run_parallel = 1L) { exponentiate <- dots[["exponentiate"]] if (is.null(group_by)) { - res <- runner(ms, obj@data, dots, obj@x, run_parallel) + res <- runner(ms, obj@data, dots, obj@y, obj@x, obj@x2, run_parallel) } else { obj@group_by <- group_by data_split <- obj@data |> named_group_split(obj@data[, group_by, drop = FALSE]) data_split[["All"]] <- obj@data res_list <- map(data_split, function(data) { - runner(ms, data, dots, obj@x, run_parallel) + runner(ms, data, dots, obj@y, obj@x, obj@x2, run_parallel, group_by) }) res <- list_transpose(res_list) res$models <- purrr::list_flatten(res$models) @@ -335,7 +335,11 @@ set_future_strategy <- function() { } } -runner <- function(ms, data, dots, x, run_parallel) { +runner <- function(ms, data, dots, y, x, x2, run_parallel, group_by = NULL) { + # Subset data to only necessary columns before model construction + necessary_cols <- get_necessary_columns(y, x, x2, group_by, colnames(data)) + data <- data[, necessary_cols, drop = FALSE] + log_n <- getOption("bregr.log_n", default = 100) assert_number_whole(log_n, min = 0, max = Inf, allow_infinite = TRUE) if (length(ms) >= log_n) { diff --git a/R/98-utils.R b/R/98-utils.R index ddd3871..435478d 100644 --- a/R/98-utils.R +++ b/R/98-utils.R @@ -24,6 +24,21 @@ get_vars <- function(text) { } } +get_necessary_columns <- function(y, x, x2, group_by, available_cols) { + # Get all variable names from y, x, x2, and group_by + necessary_vars <- merge_vars(y, x, x2, group_by) + + # Filter to only include columns that actually exist in the data + necessary_cols <- intersect(necessary_vars, available_cols) + + # Always include .row_names if it exists (added by tibble constructor) + if (".row_names" %in% available_cols) { + necessary_cols <- union(necessary_cols, ".row_names") + } + + return(necessary_cols) +} + merge_vars <- function(...) { vars_list <- list(...) rv <- NULL diff --git 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+ control1 = rnorm(n_rows) + ) + + # Add many unnecessary columns + extra_data <- replicate(n_extra_cols, rnorm(n_rows), simplify = FALSE) + names(extra_data) <- paste0("extra_col_", 1:n_extra_cols) + full_data <- cbind(base_data, extra_data) + + # Run modeling pipeline + result <- br_pipeline( + full_data, + y = "y", + x = c("x1", "x2"), + x2 = "control1", + method = "gaussian" + ) + + # Test that original data is preserved in breg object + expect_equal(ncol(result@data), ncol(full_data) + 1) # +1 for .row_names + + # Test that individual models only have necessary columns + model1 <- result@models[["x1"]] + model2 <- result@models[["x2"]] + + # Each model should only have y + focal_variable + control variables + # For x1: y, x1, control1 (3 columns) + expect_equal(ncol(model1$model), 3) + expect_equal(sort(colnames(model1$model)), sort(c("y", "x1", "control1"))) + + # For x2: y, x2, control1 (3 columns) + expect_equal(ncol(model2$model), 3) + expect_equal(sort(colnames(model2$model)), sort(c("y", "x2", "control1"))) + + # Test that results are still correct + manual_model1 <- lm(y ~ x1 + control1, data = base_data) + expect_equal(coef(manual_model1), coef(model1), tolerance = 1e-10) + + manual_model2 <- lm(y ~ x2 + control1, data = base_data) + expect_equal(coef(manual_model2), coef(model2), tolerance = 1e-10) +}) + +test_that("necessary columns are identified correctly", { + # Test the utility function directly + y <- c("response") + x <- c("focal1", "focal2", "poly(focal3, 2)") + x2 <- c("control1", "I(control2^2)") + group_by <- c("group_var") + available_cols <- c("response", "focal1", "focal2", "focal3", "control1", "control2", + "group_var", "extra1", "extra2", ".row_names") + + necessary <- get_necessary_columns(y, x, x2, group_by, available_cols) + + # Should include all variables referenced in y, x, x2, group_by + expected <- c("response", "focal1", "focal2", "focal3", "control1", "control2", + "group_var", ".row_names") + expect_setequal(necessary, expected) + + # Should not include extra columns + expect_false("extra1" %in% necessary) + expect_false("extra2" %in% necessary) +}) + +test_that("optimization works with group_by", { + set.seed(456) + n_rows <- 40 + + # Create test data with group variable + test_data <- data.frame( + y = rnorm(n_rows), + x1 = rnorm(n_rows), + control1 = rnorm(n_rows), + group_var = rep(c("A", "B"), each = n_rows/2), + extra1 = rnorm(n_rows), + extra2 = rnorm(n_rows), + extra3 = rnorm(n_rows) + ) + + # Run with group_by directly in pipeline + result <- breg(test_data) |> + br_set_y("y") |> + br_set_x("x1") |> + br_set_x2("control1") |> + br_set_model("gaussian") |> + br_run(group_by = "group_var") + + # Check that models only contain necessary columns + # Should have y, x1, control1 (3 columns) - group_var is used for splitting, not in model + for (model in result@models) { + expect_equal(ncol(model$model), 3) + expect_setequal(colnames(model$model), c("y", "x1", "control1")) + } +}) \ No newline at end of file From e6fbf9302d41ed981244961dccc607829f2cfb5c Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Fri, 8 Aug 2025 16:57:18 +0000 Subject: [PATCH 3/7] Final validation and documentation of optimization feature Co-authored-by: ShixiangWang <25057508+ShixiangWang@users.noreply.github.com> --- tests/testthat/Rplots.pdf | Bin 138842 -> 138842 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/testthat/Rplots.pdf b/tests/testthat/Rplots.pdf index 3d8af20d01e6f1f36916e8904e4c2d0809ddb41d..2cdfcf6090974864d807c3b47a20ab2c63cb3387 100644 GIT binary patch delta 29 icmcb$hvU{BjtMr*W+s*s?Il4}V{~gYS=-?Il4}V{~gY Date: Sat, 9 Aug 2025 01:10:36 +0800 Subject: [PATCH 4/7] Delete Rplots.pdf --- tests/testthat/Rplots.pdf | Bin 138842 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 tests/testthat/Rplots.pdf diff --git a/tests/testthat/Rplots.pdf 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z{>w*j*|E>ye4NkV+Ai?H(!s@^Kt!Kg$NpvF;Ii4p!vR0QN8I9IXGd};x!Ax*c2k0a zBGK8w#nXeJszh}2BvVLEBs&V9tbzj3mP~OXd3ZPwi1zN*hv7r6wT&nGtZU=oZsX}} z=S1=*5Gf8$@L`tdY;EICb|DZCx|7g}aHX}44atSVN3?Z-t~?xIb0FjWz5P@U&qmH5#`K!L}3sLJ#n< zA7%ch9;7tMPPTuq8*g`#9iI$AR*6rB`-h;Us3@;Uup@Af$-zDf{UNw;kI5>*Bp828 zR$fs?9yTaH9g~%p`{kINBJ6a2I!{hT<*&!!c{$miu0_XGe?2Cz@>48uo`Mo=&Cs8* zm=)v|ei?^?g4|En%E~LN{@k9dyo%h<*TOM*dDv#+eNf!39h^w+*uHePgD(kkN+51? mu_F`Mn^2+=nM@%-@UUOR_FvZS6fFDD5JbTzDXDFs!}nh!%lJJ2 From 9bb83836596285667aa0b94ab32ae7625f344a42 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Fri, 8 Aug 2025 17:22:07 +0000 Subject: [PATCH 5/7] Fix variable extraction for complex terms in column optimization Fix issue in merge_vars() function where sapply() was returning a list instead of character vector when processing complex terms like "disp*hp". The issue occurred because sapply() returns a list when results have different lengths. Changed to call get_vars() on entire vector at once instead of element by element. Co-authored-by: ShixiangWang <25057508+ShixiangWang@users.noreply.github.com> --- R/98-utils.R | 7 +++++-- tests/testthat/Rplots.pdf | Bin 0 -> 138842 bytes 2 files changed, 5 insertions(+), 2 deletions(-) create mode 100644 tests/testthat/Rplots.pdf diff --git a/R/98-utils.R b/R/98-utils.R index 435478d..7529e08 100644 --- a/R/98-utils.R +++ b/R/98-utils.R @@ -43,8 +43,11 @@ merge_vars <- function(...) { vars_list <- list(...) rv <- NULL for (i in vars_list) { - v <- unique(sapply(i, get_vars)) - if (length(v) > 0) rv <- union(rv, v) + if (length(i) > 0) { + # Apply get_vars to the entire vector at once + v <- get_vars(i) + if (length(v) > 0) rv <- union(rv, v) + } } rv } diff --git a/tests/testthat/Rplots.pdf b/tests/testthat/Rplots.pdf new file mode 100644 index 0000000000000000000000000000000000000000..240ff4de7978c6f56332ff20c30ceb26a6a1107f GIT binary patch literal 138842 zcmdqJ30Tc-_diOb5=9ZBqCts@<~fB#qmVR8qed#42O%US(x^m=N*kqllr#^L(xfyi zY1qx=iDJLr3=Q=NG2s^6B#F 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zKg#@1JxFPiooxSJH{R|fJ3bkLtP-CL_YXlyQBhuzU`OB{lY@N}`a^Kx9+OpqNihDH zth}O(JZw;YIwmVG_scOkMcC>5be^1w%3qJc^K!C3U5k#X{(4Ma<)>KSJOw4#nxQ{q zF)PR`{4x#&1-YNDm6cak{kc6^c@?>zuZ3gs^03Xs`=Gd6J2;Wtv3==o2VWB8ltA3( nVn-&hH=#r$GMPev;9 Date: Sat, 9 Aug 2025 01:24:42 +0800 Subject: [PATCH 6/7] Revert "Fix variable extraction for complex terms in column optimization" This reverts commit 9bb83836596285667aa0b94ab32ae7625f344a42. --- R/98-utils.R | 7 ++----- tests/testthat/Rplots.pdf | Bin 138842 -> 0 bytes 2 files changed, 2 insertions(+), 5 deletions(-) delete mode 100644 tests/testthat/Rplots.pdf diff --git a/R/98-utils.R b/R/98-utils.R index 7529e08..435478d 100644 --- a/R/98-utils.R +++ b/R/98-utils.R @@ -43,11 +43,8 @@ merge_vars <- function(...) { vars_list <- list(...) rv <- NULL for (i in vars_list) { - if (length(i) > 0) { - # Apply get_vars to the entire vector at once - v <- get_vars(i) - if (length(v) > 0) rv <- union(rv, v) - } + v <- unique(sapply(i, get_vars)) + if (length(v) > 0) rv <- 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a/R/98-utils.R b/R/98-utils.R index 435478d..7bfdf4a 100644 --- a/R/98-utils.R +++ b/R/98-utils.R @@ -27,20 +27,20 @@ get_vars <- function(text) { get_necessary_columns <- function(y, x, x2, group_by, available_cols) { # Get all variable names from y, x, x2, and group_by necessary_vars <- merge_vars(y, x, x2, group_by) - + # Filter to only include columns that actually exist in the data necessary_cols <- intersect(necessary_vars, available_cols) - + # Always include .row_names if it exists (added by tibble constructor) if (".row_names" %in% available_cols) { necessary_cols <- union(necessary_cols, ".row_names") } - + return(necessary_cols) } merge_vars <- function(...) { - vars_list <- list(...) + vars_list <- list(...) |> unlist() rv <- NULL for (i in vars_list) { v <- unique(sapply(i, get_vars))