From f57bea1205a64002e14a8e3f0df16066dcda1e03 Mon Sep 17 00:00:00 2001
From: Anshul Singhvi <anshulsinghvi@gmail.com>
Date: Fri, 13 Sep 2024 17:05:26 -0700
Subject: [PATCH] Add more tests

---
 test/corrections.jl                   |  25 ++++++++++++
 test/{ => data}/its_live_catalog.json |   0
 test/data/mur_sst.json                |   1 +
 test/data/test.zarr/.zgroup           |   1 +
 test/data/test.zarr/ti/.zarray        |   1 +
 test/data/test.zarr/ti/.zattrs        |   1 +
 test/data/test.zarr/ti/0              | Bin 0 -> 104 bytes
 test/data/test.zarr/unnamed/.zarray   |   1 +
 test/data/test.zarr/unnamed/.zattrs   |   1 +
 test/data/test.zarr/unnamed/0.0.0     | Bin 0 -> 1518400 bytes
 test/data/test.zarr/x/.zarray         |   1 +
 test/data/test.zarr/x/.zattrs         |   1 +
 test/data/test.zarr/x/0               | Bin 0 -> 801 bytes
 test/data/test.zarr/y/.zarray         |   1 +
 test/data/test.zarr/y/.zattrs         |   1 +
 test/data/test.zarr/y/0               | Bin 0 -> 1169 bytes
 test/its_live_catalog.jl              |   5 +--
 test/python_local_kerchunk.jl         |  24 ++++++-----
 test/real_zarr.jl                     |  56 +++++++++++++++++++++++++-
 test/runtests.jl                      |  14 ++++++-
 20 files changed, 117 insertions(+), 17 deletions(-)
 create mode 100644 test/corrections.jl
 rename test/{ => data}/its_live_catalog.json (100%)
 create mode 100644 test/data/mur_sst.json
 create mode 100644 test/data/test.zarr/.zgroup
 create mode 100644 test/data/test.zarr/ti/.zarray
 create mode 100644 test/data/test.zarr/ti/.zattrs
 create mode 100644 test/data/test.zarr/ti/0
 create mode 100644 test/data/test.zarr/unnamed/.zarray
 create mode 100644 test/data/test.zarr/unnamed/.zattrs
 create mode 100644 test/data/test.zarr/unnamed/0.0.0
 create mode 100644 test/data/test.zarr/x/.zarray
 create mode 100644 test/data/test.zarr/x/.zattrs
 create mode 100644 test/data/test.zarr/x/0
 create mode 100644 test/data/test.zarr/y/.zarray
 create mode 100644 test/data/test.zarr/y/.zattrs
 create mode 100644 test/data/test.zarr/y/0

diff --git a/test/corrections.jl b/test/corrections.jl
new file mode 100644
index 0000000..5c66340
--- /dev/null
+++ b/test/corrections.jl
@@ -0,0 +1,25 @@
+using JSON3, Kerchunk, Test
+
+zarray_sst = "{\n    \"chunks\": [\n        226,\n        226\n    ],\n    \"compressor\": {\n        \"id\": \"zlib\",\n        \"level\": 1\n    },\n    \"dtype\": \"<i2\",\n    \"fill_value\": -1,\n    \"filters\": null,\n    \"order\": \"C\",\n    \"shape\": [\n        5424,\n        5424\n    ],\n    \"zarr_format\": 2\n}"
+
+zattrs_sst = "{\n    \"_ARRAY_DIMENSIONS\": [\n        \"y\",\n        \"x\"\n    ],\n    \"_FillValue\": -1,\n    \"_Netcdf4Dimid\": 0,\n    \"_Unsigned\": \"true\",\n    \"add_offset\": 180.0,\n    \"algorithm_type\": \"regression\",\n    \"ancillary_variables\": \"DQF\",\n    \"cell_methods\": \"retrieval_local_zenith_angle: point (good or degraded quality pixel produced) quantitative_local_zenith_angle: point (good quality pixel produced) retrieval_solar_zenith_angle: point (good quality pixel produced) t: point area: point\",\n    \"coordinates\": \"retrieval_local_zenith_angle quantitative_local_zenith_angle retrieval_solar_zenith_angle t y x\",\n    \"grid_mapping\": \"goes_imager_projection\",\n    \"long_name\": \"ABI L2+ Sea Surface (Skin) Temperature\",\n    \"resolution\": \"y: 0.000056 rad x: 0.000056 rad\",\n    \"scale_factor\": 0.0024416300002485514,\n    \"standard_name\": \"sea_surface_skin_temperature\",\n    \"units\": \"K\",\n    \"valid_range\": [\n        0,\n        -6\n    ]\n}"
+
+
+@testset "CF scale/offset/mask" begin
+    zarray = Zarr.JSON.parse(zarray_sst)
+    zattrs = Zarr.JSON.parse(zattrs_sst)
+
+    old_fillvalue = zattrs["_FillValue"]
+    old_correct_fillvalue = reinterpret(UInt16, Int16(zattrs["_FillValue"]))
+    old_scalefactor = zattrs["scale_factor"]
+    old_offset = zattrs["add_offset"]
+
+    Kerchunk.add_scale_offset_filter_and_set_mask!(zarray, zattrs)
+
+    # test that FSO + Astype filters were added
+    @test "fixedscaleoffset" in getindex.(zarray["filters"], "id")
+    @test "astype" in getindex.(zarray["filters"], "id")
+
+    # test that the fill value was appropriately translated
+    @test zarray["fill_value"] == old_correct_fillvalue * old_scalefactor + old_offset
+end
diff --git a/test/its_live_catalog.json b/test/data/its_live_catalog.json
similarity index 100%
rename from test/its_live_catalog.json
rename to test/data/its_live_catalog.json
diff --git a/test/data/mur_sst.json b/test/data/mur_sst.json
new file mode 100644
index 0000000..720b4b4
--- /dev/null
+++ b/test/data/mur_sst.json
@@ -0,0 +1 @@
+{"version":1,"templates":{"u":"s3:\/\/noaa-goes16\/ABI-L2-SSTF\/2020\/210\/00\/OR_ABI-L2-SSTF-M6_G16_s20202100000205_e20202100059513_c20202100105456.nc"},"refs":{".zgroup":"{\n    \"zarr_format\": 2\n}",".zattrs":"{\n    \"Conventions\": \"CF-1.7\",\n    \"Metadata_Conventions\": \"Unidata Dataset Discovery v1.0\",\n    \"_FillValue\": -999.0,\n    \"cdm_data_type\": \"Image\",\n    \"cell_methods\": \"quantitative_local_zenith_angle: sum retrieval_solar_zenith_angle: sum t: sum area: standard_deviation (interval: 0.000056 rad comment: good quality pixels only) where sea\",\n    \"coordinates\": \"quantitative_local_zenith_angle retrieval_solar_zenith_angle SST_day_night_emissive_band_ids SST_day_night_emissive_wavelengths t y_image x_image\",\n    \"dataset_name\": \"OR_ABI-L2-SSTF-M6_G16_s20202100000205_e20202100059513_c20202100105456.nc\",\n    \"date_created\": \"2020-07-28T01:05:45.6Z\",\n    \"grid_mapping\": \"goes_imager_projection\",\n    \"id\": \"14a121c9-41b8-4552-9c28-69e6bcd4952f\",\n    \"institution\": \"DOC\/NOAA\/NESDIS > U.S. Department of Commerce, National Oceanic and Atmospheric Administration, National Environmental Satellite, Data, and Information Services\",\n    \"instrument_ID\": \"FM1\",\n    \"instrument_type\": \"GOES R Series Advanced Baseline Imager\",\n    \"iso_series_metadata_id\": \"d70be540-c38a-11e0-962b-0800200c9a66\",\n    \"keywords\": \"OCEANS > OCEAN TEMPERATURE > SEA SURFACE TEMPERATURE\",\n    \"keywords_vocabulary\": \"NASA Global Change Master Directory (GCMD) Earth Science Keywords, Version 7.0.0.0.0\",\n    \"license\": \"Unclassified data.  Access is restricted to approved users only.\",\n    \"long_name\": \"standard deviation of the difference of the observed and modeled brightness temperature (Joint Center for Satellite Data Assimilation Community Radiative Transfer Model using temporally interpolated NWP data as input) values for the day and night emissive band central wavelengths used in the generation of the sea surface temperature product\",\n    \"naming_authority\": \"gov.nesdis.noaa\",\n    \"orbital_slot\": \"GOES-East\",\n    \"platform_ID\": \"G16\",\n    \"processing_level\": \"National Aeronautics and Space Administration (NASA) L2\",\n    \"production_data_source\": \"Realtime\",\n    \"production_environment\": \"OE\",\n    \"production_site\": \"NSOF\",\n    \"project\": \"GOES\",\n    \"scene_id\": \"Full Disk\",\n    \"spatial_resolution\": \"2km at nadir\",\n    \"standard_name_vocabulary\": \"CF Standard Name Table (v35, 20 July 2016)\",\n    \"summary\": \"The ABI Sea Surface Temperature (SST) is calculated using a 4-band (8.44, 10.33, 11.19, and 12.27 um) non-linear SST (NLSST) regression equation with coefficients calculated using match-ups with in situ SSTs from drifting and tropical moored buoys. Hence on average, ABI SST is close to in situ (bulk) SST, but its spatial and temporal variations are representative of skin SST (to which ABI BTs are sensitive). One regression equation, and one set of regression coefficients are used across day and night, resulting in consistent and continuous SST diurnal cycle. Note that SST is reported over all water pixels, and only data with quality flag DQF=0 should be used to select clear-sky pixels.\",\n    \"time_coverage_end\": \"2020-07-28T00:59:51.3Z\",\n    \"time_coverage_start\": \"2020-07-28T00:00:20.5Z\",\n    \"timeline_id\": \"ABI Mode 6\",\n    \"title\": \"ABI L2 Sea Surface (Skin) Temperature\",\n    \"units\": \"K\"\n}","DQF\/.zarray":"{\n    \"chunks\": [\n        226,\n        226\n    ],\n    \"compressor\": {\n        \"id\": \"zlib\",\n        \"level\": 1\n    },\n    \"dtype\": \"|i1\",\n    \"fill_value\": -1,\n    \"filters\": null,\n    \"order\": \"C\",\n    \"shape\": [\n        5424,\n        5424\n    ],\n    \"zarr_format\": 2\n}","DQF\/.zattrs":"{\n    \"_ARRAY_DIMENSIONS\": [\n        \"y\",\n        \"x\"\n    ],\n    \"_FillValue\": -1,\n    \"_Netcdf4Dimid\": 0,\n    \"_Unsigned\": \"true\",\n    \"cell_methods\": \"retrieval_local_zenith_angle: point quantitative_local_zenith_angle: point retrieval_solar_zenith_angle: 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diff --git a/test/data/test.zarr/ti/.zarray b/test/data/test.zarr/ti/.zarray
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new file mode 100644
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new file mode 100644
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new file mode 100644
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diff --git a/test/data/test.zarr/x/.zarray b/test/data/test.zarr/x/.zarray
new file mode 100644
index 0000000..83dfeca
--- /dev/null
+++ b/test/data/test.zarr/x/.zarray
@@ -0,0 +1 @@
+{"chunks":[100],"compressor":null,"dtype":"<i8","fill_value":null,"filters":null,"order":"C","shape":[100],"zarr_format":2}
\ No newline at end of file
diff --git a/test/data/test.zarr/x/.zattrs b/test/data/test.zarr/x/.zattrs
new file mode 100644
index 0000000..49fa902
--- /dev/null
+++ b/test/data/test.zarr/x/.zattrs
@@ -0,0 +1 @@
+{"_ARRAY_DIMENSIONS":["x"],"axis":"X"}
\ No newline at end of file
diff --git a/test/data/test.zarr/x/0 b/test/data/test.zarr/x/0
new file mode 100644
index 0000000000000000000000000000000000000000..b20bcafe216d3e34f26925d276c3f0baa1a0e917
GIT binary patch
literal 801
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literal 0
HcmV?d00001

diff --git a/test/data/test.zarr/y/.zarray b/test/data/test.zarr/y/.zarray
new file mode 100644
index 0000000..9a8226a
--- /dev/null
+++ b/test/data/test.zarr/y/.zarray
@@ -0,0 +1 @@
+{"chunks":[146],"compressor":null,"dtype":"<i8","fill_value":null,"filters":null,"order":"C","shape":[146],"zarr_format":2}
\ No newline at end of file
diff --git a/test/data/test.zarr/y/.zattrs b/test/data/test.zarr/y/.zattrs
new file mode 100644
index 0000000..cec8931
--- /dev/null
+++ b/test/data/test.zarr/y/.zattrs
@@ -0,0 +1 @@
+{"_ARRAY_DIMENSIONS":["y"],"axis":"Y"}
\ No newline at end of file
diff --git a/test/data/test.zarr/y/0 b/test/data/test.zarr/y/0
new file mode 100644
index 0000000000000000000000000000000000000000..afe5b0209f601575f8859c65d77d58c13b02a412
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/test/its_live_catalog.jl b/test/its_live_catalog.jl
index 1cf7a85..1c6e86f 100644
--- a/test/its_live_catalog.jl
+++ b/test/its_live_catalog.jl
@@ -2,12 +2,9 @@ using JSON3, Kerchunk, Zarr, YAXArrays
 using Test
 
 @testset "ITS_LIVE catalog" begin
-    catalog_json = JSON3.read(open(joinpath(dirname(dirname(pathof(Kerchunk))), "test", "its_live_catalog.json"))) 
+    catalog_json = JSON3.read(open(joinpath(dirname(dirname(pathof(Kerchunk))), "test", "data", "its_live_catalog.json"))) 
     arbitrary_choice_dictionary = catalog_json[first(keys(catalog_json))]
     st = Kerchunk.ReferenceStore(arbitrary_choice_dictionary)
     za = Zarr.zopen(st)
     @test_nowarn za["vx"][1, 1] # test that reading works
 end
-
-# test ICESAT2 data
-# p"s3://mymdtemp/icesat2-4.01.json"
\ No newline at end of file
diff --git a/test/python_local_kerchunk.jl b/test/python_local_kerchunk.jl
index 5962813..70bfcc6 100644
--- a/test/python_local_kerchunk.jl
+++ b/test/python_local_kerchunk.jl
@@ -24,34 +24,36 @@ using Test
     CondaPkg.withenv() do
         run(```
 $(CondaPkg.which("python")) -c "
+import kerchunk
 import kerchunk.hdf as hdf; import os; import ujson
 h5chunks = hdf.SingleHdf5ToZarr('test.nc', inline_threshold=300)
 with open('test.json', 'w') as f:
     f.write(ujson.dumps(h5chunks.translate())) 
 "
-        ```) # strange indenting because I had weird Python indentation issues when there were spaces...
+```) # strange indenting because I had weird Python indentation issues when there were spaces...
     end
 
     py_kerchunk_catalog = JSON3.read(read("test.json", String))
 
-    st  = Kerchunk.ReferenceStore("test.json")
-    st2 = Kerchunk.ReferenceStore(py_kerchunk_catalog)
-
-    #=
-    # explore why fsspec might be causing problems
-    fs, = fsspec.core.url_to_fs("s3://its-live-data/datacubes/v2/N00E020/ITS_LIVE_vel_EPSG32735_G0120_X750000_Y10050000.zarr")
-    fs2, = fsspec.core.url_to_fs("reference://"; fo = py_kerchunk_catalog)
-    st.mapper.dirfs.ls("/")
-    =#
+    st1  = Kerchunk.ReferenceStore("test.json") # read from the kerchunk
+    st2 = Kerchunk.ReferenceStore(py_kerchunk_catalog) # in-memory
 
     # ds = xr.open_dataset("reference://", engine="zarr", backend_kwargs={"consolidated": False, "storage_options": {"fo" : h5chunks.translate()}})
 
-    ds = Zarr.zopen(st; consolidated = false)
+    ds = Zarr.zopen(st1; consolidated = false)
 
     ya = YAXArrays.open_dataset(ds)
 
     @test all(map(==, ya["unnamed"] |> collect, ras |> collect)) # if not, this goes to YAXArrays 
 
+    # Mutate the store by translating some CF standards to Zarr
+    Kerchunk.apply_cf_corrections!(st1)
+    # Now, try again.
+    ds = Zarr.zopen(st1; consolidated = false)
+
+    @test all(map(==, ds["unnamed"] |> collect, ras |> collect)) # if not, this goes to YAXArrays 
+
+
     ds = Zarr.zopen(st2; consolidated = false)
 
     ya = YAXArrays.open_dataset(ds)
diff --git a/test/real_zarr.jl b/test/real_zarr.jl
index 8e8f6a6..f865c57 100644
--- a/test/real_zarr.jl
+++ b/test/real_zarr.jl
@@ -7,6 +7,7 @@
 
 using Zarr, Kerchunk
 
+#=
 # Use the ITS_LIVE data as an example.  Get each of its subkeys using S3,
 # and create a JSON file that looks like a Kerchunk catalog.
 
@@ -23,4 +24,57 @@ function _mockup_kerchunk(file_location, bucket, path_prefix)
         end
         println(f, "}")
     end
-end
\ No newline at end of file
+end
+=#
+
+struct DirectoryDict{PathType} <: AbstractDict{String, Tuple{String}}
+    directory::PathType
+end
+
+function Base.keys(d::DirectoryDict)
+    return Iterators.map(walkdir(d.directory)) do (rootpath, dirs, files)
+        if rootpath == d.directory
+            return files
+        else
+            return joinpath.((normpath(relpath(rootpath, d.directory)),), files)
+        end
+    end |> Iterators.flatten |> collect     
+end
+
+function Base.values(d::DirectoryDict)
+    return getindex.((d,), keys(d))
+end
+
+function Base.pairs(d::DirectoryDict)
+    ks = keys(d)
+    return [k => d[k] for k in ks]
+end
+
+function Base.filter(f, d::DirectoryDict)
+    ks = keys(d)
+    return Dict(Iterators.filter(f, (k => d[k] for k in ks)))
+end
+
+function Base.haskey(d::DirectoryDict, k::String)
+    return Base.isfile(joinpath(d.directory, k))
+end
+
+function Base.getindex(d::DirectoryDict, k::String)
+    return (joinpath(d.directory, k),)
+end
+
+function Base.length(d::DirectoryDict)
+    return sum(Iterators.map(x -> length(last(x)), walkdir(d.directory)))
+end
+
+
+dd = DirectoryDict(joinpath(pathof(Kerchunk) |> dirname |> dirname, "test", "data", "test.zarr"))
+st = ReferenceStore(Dict("version" => "1", "refs" => dd))
+@test_nowarn Zarr.zopen(st)
+zg = Zarr.zopen(st)
+@test isempty(setdiff(keys(zg.arrays), ("unnamed", "ti", "x", "y")))
+@test_nowarn collect(zg["unnamed"])
+@test_nowarn collect(zg["ti"])
+# TODO: these are broken?!
+@test_broken collect(zg["x"])
+@test_broken collect(zg["y"])
\ No newline at end of file
diff --git a/test/runtests.jl b/test/runtests.jl
index ea8c25e..bd52d90 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -12,5 +12,17 @@ using Test
     @static if !(Sys.iswindows())
         include("python_local_kerchunk.jl")
     end
-    include("its_live_catalog.jl")
+    if ( false ) # an ode to GEMB :P
+        # In all seriousness, this will only be possible to test when:
+        # - HTTPPaths are a thing
+        # - we update this catalog to switch all URLs from the s3 protocol to the new ITS_LIVE HTTP
+        # protocol
+        # The bucket you are attempting to access must be addressed using the specified endpoint. 
+        # Please send all future requests to this endpoint.
+        # `its-live-data.s3-us-west-2.amazonaws.com`
+        include("its_live_catalog.jl")
+    end
+    include("corrections.jl")
+    include("real_zarr.jl")
+    end
 end