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add a roundtrip test for an empty anndata (#208)
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skip_if_no_anndata() | ||
skip_if_not_installed("reticulate") | ||
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library(reticulate) | ||
testthat::skip_if_not( | ||
reticulate::py_module_available("dummy_anndata"), | ||
message = "Python dummy_anndata module not available for testing" | ||
) | ||
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ad <- reticulate::import("anndata", convert = FALSE) | ||
bi <- reticulate::import_builtins() | ||
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known_issues <- read_known_issues() | ||
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# first generate a python h5ad | ||
adata_py <- ad$AnnData() | ||
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name <- "empty" | ||
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# create a couple of paths | ||
file_py <- withr::local_file(tempfile(paste0("anndata_py_", name), fileext = ".h5ad")) | ||
file_r <- withr::local_file(tempfile(paste0("anndata_r_", name), fileext = ".h5ad")) | ||
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# write to file | ||
adata_py$write_h5ad(file_py) | ||
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test_that(paste0("Reading an AnnData with layer '", name, "' works"), { | ||
msg <- message_if_known( | ||
backend = "HDF5AnnData", | ||
slot = c("none"), | ||
dtype = name, | ||
process = "read", | ||
known_issues = known_issues | ||
) | ||
skip_if(!is.null(msg), message = msg) | ||
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adata_r <- read_h5ad(file_py, to = "HDF5AnnData") | ||
expect_equal( | ||
adata_r$shape(), | ||
unlist(reticulate::py_to_r(adata_py$shape)) | ||
) | ||
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# check that the print output is the same | ||
str_r <- capture.output(print(adata_r)) | ||
str_py <- capture.output(print(adata_py)) | ||
expect_equal(str_r, str_py) | ||
}) | ||
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test_that(paste0("Writing an AnnData with layer '", name, "' works"), { | ||
msg <- message_if_known( | ||
backend = "HDF5AnnData", | ||
slot = c("none"), | ||
dtype = name, | ||
process = c("read", "write"), | ||
known_issues = known_issues | ||
) | ||
skip_if(!is.null(msg), message = msg) | ||
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adata_r <- read_h5ad(file_py, to = "InMemoryAnnData") | ||
write_h5ad(adata_r, file_r) | ||
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# read from file | ||
adata_py2 <- ad$read_h5ad(file_r) | ||
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# check that the print output is the same | ||
expect_equal( | ||
unlist(reticulate::py_to_r(adata_py2$shape)), | ||
unlist(reticulate::py_to_r(adata_py$shape)) | ||
) | ||
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# check that the print output is the same | ||
str_py2 <- capture.output(print(adata_py2)) | ||
str_py <- capture.output(print(adata_py)) | ||
expect_equal(str_py2, str_py) | ||
}) |