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fix tests for leiden
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gerbeldo committed Feb 14, 2023
1 parent b51f4f9 commit 24898dc
Showing 1 changed file with 9 additions and 4 deletions.
13 changes: 9 additions & 4 deletions pipeline-runner/tests/testthat/test-qc-7-embed_and_cluster.R
Original file line number Diff line number Diff line change
Expand Up @@ -276,7 +276,7 @@ test_that("runClusters does not crash with less than 10 dimensions available", {

# remove all pre-existing reductions and calculate low-PC PCA
scdata <- Seurat::DietSeurat(scdata, scale.data = T)
scdata <- Seurat::RunPCA(scdata, assay = "RNA", npcs = 2, verbose = F)
scdata <- suppressWarnings(Seurat::RunPCA(scdata, assay = "RNA", npcs = 2, verbose = F))

for (algo in algos) {
res <- runClusters(algo, resolution, scdata)
Expand All @@ -288,15 +288,20 @@ test_that("runClusters does not crash with less than 10 dimensions available", {
test_that("getClusters uses the default value of 10 if there are enough PCs available",{
algos <- c("louvain", "leiden")
scdata <- mock_scdata()
expected_keys <- c("cluster", "cell_ids")
resolution <- 0.8

# remove all pre-existing reductions and calculate low-PC PCA
scdata <- Seurat::DietSeurat(scdata, scale.data = T)
scdata <- Seurat::RunPCA(scdata, assay = "RNA", npcs = 20, verbose = F)
scdata@commands <- list()
scdata <- suppressWarnings(Seurat::RunPCA(scdata, assay = "RNA", npcs = 20, verbose = F))

for (algo in algos) {
clustered_scdata <- getClusters(algo, resolution, scdata)
expect_equal(clustered_scdata@commands$FindNeighbors.RNA.pca$dims, 1:10)
if (algo == "louvain") expect_equal(clustered_scdata@commands$FindNeighbors.RNA.pca$dims, 1:10)
# difficult to test in leiden, so test internal state as proxy
if (algo == "leiden") expect_true("seurat_clusters" %in% names(clustered_scdata@meta.data))
}
})



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