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b/tests/testthat/test-clustering.R |
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test_that("spatial", { |
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# get data |
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data("xenium_data") |
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# profile neighbors, kNN |
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xenium_data <- getProfileNeighbors(xenium_data, method = "kNN", k = 10, data.type = "pca") |
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graphs <- vrGraph(xenium_data, graph.type = "kNN") |
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expect_true(inherits(graphs,"igraph")) |
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expect_true(length(igraph::E(graphs)) > 0) |
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xenium_data <- getClusters(xenium_data, graph = "kNN", label = "cluster_knn") |
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expect_true(is.numeric(unique(xenium_data$cluster_knn))) |
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# profile neighbors, SNN |
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xenium_data <- getProfileNeighbors(xenium_data, method = "SNN", k = 10, data.type = "pca") |
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graphs <- vrGraph(xenium_data, graph.type = "SNN") |
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expect_true(inherits(graphs,"igraph")) |
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expect_true(length(igraph::E(graphs)) > 0) |
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xenium_data <- getClusters(xenium_data, graph = "SNN", label = "cluster_SNN") |
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expect_true(is.numeric(unique(xenium_data$cluster_SNN))) |
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# check parameters |
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expect_error(xenium_data <- getClusters(xenium_data, graph = "SNN", label = "cluster_SNN", resolution = 0)) |
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expect_error(xenium_data <- getClusters(xenium_data, graph = "SNN", label = "cluster_SNN", resolution = c(0,1))) |
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expect_error(xenium_data <- getClusters(xenium_data, graph = "SNN", label = "cluster_SNN", resolution = -0.5)) |
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expect_error(xenium_data <- getClusters(xenium_data, graph = "SNN", label = "cluster_SNN", resolution = 1, abundance_limit = 0)) |
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expect_error(xenium_data <- getClusters(xenium_data, graph = "SNN", label = "cluster_SNN", resolution = 1, abundance_limit = 1.1)) |
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# return |
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expect_equal(1,1L) |
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}) |