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stackstac.show gives empty map #96

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robintw opened this issue Dec 1, 2021 · 6 comments
Closed

stackstac.show gives empty map #96

robintw opened this issue Dec 1, 2021 · 6 comments

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@robintw
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robintw commented Dec 1, 2021

I'm running into a problem with stackstac.show. I've got a simple notebook that grabs some data from Planetary Computer, mosaics it, and then shows it on a map using stackstac.show. This works fine when I run it on Microsoft Planetary Computer, but when I run it locally, I don't get any data (or any checkerboard pattern) on the map - I just get the background OpenStreetMap data.

The key parts of the code are below, and the full ipynb file is available here.

search = stac_client.search(
        collections=["cop-dem-glo-30"],
        bbox=bounds)

items = list(search.get_items())

data = stackstac.stack([item.to_dict() for item in items], bounds_latlon=bounds)

mosaic = data.max(dim='time').squeeze()

mosaic = mosaic.persist()

stackstac.show(mosaic, checkerboard=True)

Am I doing something wrong here when running locally, or have I discovered a bug? When running the show call I can see various Dask jobs being run when looking at the Dask dashboard - which suggests that something is happening - but the result never seems to be displayed.

In case it is relevant, I'm running on Windows 10, with the following in my conda enviroment:

# packages in environment at C:\Users\rwilson3\Documents\mambaforge\envs\anglo:
#
# Name                    Version                   Build  Channel
abseil-cpp                20210324.2           h0e60522_0    conda-forge
affine                    2.3.0                      py_0    conda-forge
aiohttp                   3.8.1                    pypi_0    pypi
aiosignal                 1.2.0                    pypi_0    pypi
alabaster                 0.7.12                     py_0    conda-forge
alembic                   1.7.3                    pypi_0    pypi
altair                    4.1.0                    pypi_0    pypi
anyio                     3.3.2                    pypi_0    pypi
appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
argon2-cffi               20.1.0           py39hb82d6ee_2    conda-forge
arrow-cpp                 5.0.0           py39he0f88eb_8_cpu    conda-forge
asciitree                 0.3.3                      py_2    conda-forge
asgiref                   3.4.1                    pypi_0    pypi
astor                     0.8.1                    pypi_0    pypi
async-timeout             4.0.1                    pypi_0    pypi
async_generator           1.10                       py_0    conda-forge
asyncio                   3.4.3                    pypi_0    pypi
asyncpg                   0.22.0                   pypi_0    pypi
atomicwrites              1.4.0                    pypi_0    pypi
attrs                     21.2.0             pyhd8ed1ab_0    conda-forge
aws-c-cal                 0.5.11               he19cf47_0    conda-forge
aws-c-common              0.6.2                h8ffe710_0    conda-forge
aws-c-event-stream        0.2.7               h70e1b0c_13    conda-forge
aws-c-io                  0.10.5               h2fe331c_0    conda-forge
aws-checksums             0.1.11               h1e232aa_7    conda-forge
aws-sdk-cpp               1.8.186              hb0612c5_3    conda-forge
azure-core                1.20.1                   pypi_0    pypi
azure-storage-blob        12.9.0                   pypi_0    pypi
babel                     2.9.1              pyh44b312d_0    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                        py_2    conda-forge
backports-entry-points-selectable 1.1.0                    pypi_0    pypi
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
base58                    2.1.0                    pypi_0    pypi
basemap                   1.2.2            py39h381b4b0_3    conda-forge
beautifulsoup4            4.10.0                   pypi_0    pypi
black                     21.9b0                   pypi_0    pypi
blas                      2.111                       mkl    conda-forge
blas-devel                3.9.0              11_win64_mkl    conda-forge
bleach                    4.1.0              pyhd8ed1ab_0    conda-forge
blinker                   1.4                      pypi_0    pypi
blosc                     1.21.0               h0e60522_0    conda-forge
bokeh                     2.4.0            py39hcbf5309_0    conda-forge
boost-cpp                 1.74.0               h5b4e17d_4    conda-forge
boto3                     1.18.53                  pypi_0    pypi
botocore                  1.21.53                  pypi_0    pypi
braceexpand               0.1.7                    pypi_0    pypi
branca                    0.4.2              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                    pypi_0    pypi
brotli-asgi               1.1.0                    pypi_0    pypi
brotli-bin                1.0.9                h8ffe710_5    conda-forge
brotlipy                  0.7.0           py39hb82d6ee_1001    conda-forge
bs4                       0.0.1                    pypi_0    pypi
buildpg                   0.3                      pypi_0    pypi
bzip2                     1.0.8                h8ffe710_4    conda-forge
c-ares                    1.17.2               h8ffe710_0    conda-forge
ca-certificates           2021.10.8            h5b45459_0    conda-forge
cachetools                4.2.4              pyhd8ed1ab_0    conda-forge
cachey                    0.2.1              pyh9f0ad1d_0    conda-forge
cairo                     1.16.0            hb19e0ff_1008    conda-forge
cartopy                   0.20.0           py39h381b4b0_0    conda-forge
certifi                   2021.10.8        py39hcbf5309_1    conda-forge
cffi                      1.14.6           py39h0878f49_1    conda-forge
cfgv                      3.3.1                    pypi_0    pypi
cfitsio                   3.470                h0af3d06_7    conda-forge
cftime                    1.5.1            py39h5d4886f_0    conda-forge
chardet                   4.0.0            py39hcbf5309_1    conda-forge
charls                    2.2.0                h39d44d4_0    conda-forge
charset-normalizer        2.0.6                    pypi_0    pypi
click                     7.1.2              pyh9f0ad1d_0    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.6.0              pyh9f0ad1d_0    conda-forge
cloudpickle               2.0.0              pyhd8ed1ab_0    conda-forge
cogeo-mosaic              3.0.2                    pypi_0    pypi
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
colorcet                  2.0.6              pyhd8ed1ab_0    conda-forge
colorlog                  6.6.0                    pypi_0    pypi
coverage                  6.0.2                    pypi_0    pypi
cramjam                   2.4.0                    pypi_0    pypi
cryptography              3.4.7            py39hd8d06c1_0    conda-forge
cudatoolkit               10.2.89              hb195166_9    conda-forge
curl                      7.79.1               h789b8ee_1    conda-forge
cycler                    0.10.0                     py_2    conda-forge
cython                    0.29.24                  pypi_0    pypi
cytoolz                   0.11.0           py39hb82d6ee_3    conda-forge
dask                      2021.9.1           pyhd8ed1ab_0    conda-forge
dask-core                 2021.9.1           pyhd8ed1ab_0    conda-forge
dask-image                0.6.0                    pypi_0    pypi
datacube                  1.8.6              pyhd8ed1ab_0    conda-forge
datashader                0.13.0             pyh6c4a22f_0    conda-forge
datashape                 0.5.4                      py_1    conda-forge
debugpy                   1.4.1            py39h415ef7b_0    conda-forge
decorator                 5.1.0              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
distlib                   0.3.3                    pypi_0    pypi
distributed               2021.9.1         py39hcbf5309_0    conda-forge
docstring-parser          0.7.3                    pypi_0    pypi
docstring_parser          0.12               pyhd8ed1ab_0    conda-forge
docutils                  0.17.1           py39hcbf5309_0    conda-forge
easyprocess               0.3                      pypi_0    pypi
entrypoint2               0.2.4                    pypi_0    pypi
entrypoints               0.3             py39hde42818_1002    conda-forge
expat                     2.4.1                h39d44d4_0    conda-forge
falcon                    2.0.0                    pypi_0    pypi
fastapi                   0.67.0                   pypi_0    pypi
fastapi-utils             0.2.1                    pypi_0    pypi
fasteners                 0.16               pyhd8ed1ab_0    conda-forge
filelock                  3.3.0                    pypi_0    pypi
fiona                     1.8.20           py39hea8b339_1    conda-forge
folium                    0.12.1                   pypi_0    pypi
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.13.1            h1989441_1005    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
freetype                  2.10.4               h546665d_1    conda-forge
freetype-py               2.2.0              pyh9f0ad1d_0    conda-forge
freexl                    1.0.6                ha8e266a_0    conda-forge
frozenlist                1.2.0                    pypi_0    pypi
fsspec                    2021.10.0          pyhd8ed1ab_0    conda-forge
gdal                      3.3.2            py39h7c9a9b1_2    conda-forge
geoalchemy2               0.7.0                    pypi_0    pypi
geojson-pydantic          0.3.1                    pypi_0    pypi
geopandas                 0.10.0             pyhd8ed1ab_0    conda-forge
geopandas-base            0.10.0             pyha770c72_0    conda-forge
geos                      3.9.1                h39d44d4_2    conda-forge
geotiff                   1.7.0                ha8a8a2d_0    conda-forge
gettext                   0.19.8.1          ha2e2712_1008    conda-forge
gflags                    2.2.2             ha925a31_1004    conda-forge
ghp-import                2.0.2                    pypi_0    pypi
giflib                    5.2.1                h8d14728_2    conda-forge
gitdb                     4.0.7                    pypi_0    pypi
gitpython                 3.1.24                   pypi_0    pypi
glog                      0.5.0                h4797de2_0    conda-forge
greenlet                  1.1.2            py39h415ef7b_0    conda-forge
grpc-cpp                  1.40.0               h2431d41_2    conda-forge
h11                       0.12.0                   pypi_0    pypi
hdf4                      4.2.15               h0e5069d_3    conda-forge
hdf5                      1.12.1          nompi_h2a0e4a3_100    conda-forge
heapdict                  1.0.1                      py_0    conda-forge
holoviews                 1.14.6             pyhd8ed1ab_0    conda-forge
hsluv                     5.0.2              pyh44b312d_0    conda-forge
httpcore                  0.13.7                   pypi_0    pypi
httpx                     0.20.0                   pypi_0    pypi
hug                       2.6.1                    pypi_0    pypi
hvplot                    0.7.3              pyh6c4a22f_0    conda-forge
icu                       68.1                 h0e60522_0    conda-forge
identify                  2.3.0                    pypi_0    pypi
idna                      3.2                      pypi_0    pypi
imagecodecs               2021.6.8         py39h166567b_0    conda-forge
imageio                   2.9.0                      py_0    conda-forge
imagesize                 1.2.0                      py_0    conda-forge
importlib-metadata        4.8.1            py39hcbf5309_0    conda-forge
importlib_metadata        4.8.1                hd8ed1ab_0    conda-forge
iniconfig                 1.1.1                    pypi_0    pypi
intel-openmp              2021.3.0          h57928b3_3372    conda-forge
ipykernel                 6.4.1            py39h832f523_0    conda-forge
ipyleaflet                0.13.6                   pypi_0    pypi
ipyspin                   0.1.5                    pypi_0    pypi
ipython                   7.28.0           py39h832f523_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipyurl                    0.1.2                    pypi_0    pypi
ipywidgets                7.6.5              pyhd8ed1ab_0    conda-forge
iso-639                   0.4.5                    pypi_0    pypi
iso3166                   2.0.2                    pypi_0    pypi
isodate                   0.6.0                    pypi_0    pypi
jbig                      2.1               h8d14728_2003    conda-forge
jedi                      0.18.0           py39hcbf5309_2    conda-forge
jinja2                    2.11.3                   pypi_0    pypi
jmespath                  0.10.0             pyh9f0ad1d_0    conda-forge
joblib                    1.0.1              pyhd8ed1ab_0    conda-forge
jpeg                      9d                   h8ffe710_0    conda-forge
json5                     0.9.6                    pypi_0    pypi
jsonschema                4.0.1              pyhd8ed1ab_0    conda-forge
jupyter                   1.0.0            py39hcbf5309_6    conda-forge
jupyter-server            1.11.1                   pypi_0    pypi
jupyter_client            6.1.12             pyhd8ed1ab_0    conda-forge
jupyter_console           6.4.0              pyhd8ed1ab_1    conda-forge
jupyter_core              4.8.1            py39hcbf5309_0    conda-forge
jupyterlab                3.1.17                   pypi_0    pypi
jupyterlab-server         2.8.2                    pypi_0    pypi
jupyterlab_pygments       0.1.2              pyh9f0ad1d_0    conda-forge
jupyterlab_widgets        1.0.2              pyhd8ed1ab_0    conda-forge
jxrlib                    1.1                  h8ffe710_2    conda-forge
kealib                    1.4.14               h8995ca9_3    conda-forge
kiwisolver                1.3.2            py39h2e07f2f_0    conda-forge
krb5                      1.19.2               hbae68bd_2    conda-forge
lark-parser               0.12.0             pyhd8ed1ab_0    conda-forge
lcms2                     2.12                 h2a16943_0    conda-forge
lerc                      2.2.1                h0e60522_0    conda-forge
libaec                    1.0.6                h39d44d4_0    conda-forge
libblas                   3.9.0              11_win64_mkl    conda-forge
libbrotlicommon           1.0.9                h8ffe710_5    conda-forge
libbrotlidec              1.0.9                h8ffe710_5    conda-forge
libbrotlienc              1.0.9                h8ffe710_5    conda-forge
libcblas                  3.9.0              11_win64_mkl    conda-forge
libclang                  11.1.0          default_h5c34c98_1    conda-forge
libcurl                   7.79.1               h789b8ee_1    conda-forge
libdeflate                1.7                  h8ffe710_5    conda-forge
libffi                    3.4.2                h0e60522_4    conda-forge
libgdal                   3.3.2                hfb14b67_2    conda-forge
libglib                   2.68.4               h3be07f2_1    conda-forge
libiconv                  1.16                 he774522_0    conda-forge
libkml                    1.3.0             h9859afa_1014    conda-forge
liblapack                 3.9.0              11_win64_mkl    conda-forge
liblapacke                3.9.0              11_win64_mkl    conda-forge
libnetcdf                 4.8.1           nompi_h1cc8e9d_101    conda-forge
libpng                    1.6.37               h1d00b33_2    conda-forge
libpq                     13.3                 hfcc5ef8_0    conda-forge
libprotobuf               3.18.1               h7755175_0    conda-forge
librttopo                 1.1.0                hb340de5_6    conda-forge
libsodium                 1.0.18               h8d14728_1    conda-forge
libspatialindex           1.9.3                h39d44d4_4    conda-forge
libspatialite             5.0.1                h762a7f4_6    conda-forge
libssh2                   1.10.0               h680486a_2    conda-forge
libthrift                 0.15.0               h636ae23_1    conda-forge
libtiff                   4.3.0                h0c97f57_1    conda-forge
libutf8proc               2.6.1                hcb41399_0    conda-forge
libuv                     1.42.0               h8ffe710_0    conda-forge
libwebp-base              1.2.1                h8ffe710_0    conda-forge
libxml2                   2.9.12               hf5bbc77_0    conda-forge
libzip                    1.8.0                hfed4ece_1    conda-forge
libzlib                   1.2.11            h8ffe710_1013    conda-forge
libzopfli                 1.0.3                h0e60522_0    conda-forge
llvmlite                  0.37.0           py39ha0cd8c8_0    conda-forge
locket                    0.2.0                      py_2    conda-forge
loguru                    0.5.3                    pypi_0    pypi
lxml                      4.6.4                    pypi_0    pypi
lz4-c                     1.9.3                h8ffe710_1    conda-forge
m2w64-gcc-libgfortran     5.3.0                         6    conda-forge
m2w64-gcc-libs            5.3.0                         7    conda-forge
m2w64-gcc-libs-core       5.3.0                         7    conda-forge
m2w64-gmp                 6.1.0                         2    conda-forge
m2w64-libwinpthread-git   5.0.0.4634.697f757               2    conda-forge
magicgui                  0.3.2              pyhd8ed1ab_0    conda-forge
mako                      1.1.5                    pypi_0    pypi
mapclassify               2.4.3              pyhd8ed1ab_0    conda-forge
markdown                  3.3.4              pyhd8ed1ab_0    conda-forge
markupsafe                2.0.1            py39hb82d6ee_0    conda-forge
matplotlib-base           3.4.3            py39h581301d_1    conda-forge
matplotlib-inline         0.1.3              pyhd8ed1ab_0    conda-forge
mercantile                1.2.1                    pypi_0    pypi
mergedeep                 1.3.4                    pypi_0    pypi
mistune                   0.8.4           py39hb82d6ee_1004    conda-forge
mkdocs                    1.2.2                    pypi_0    pypi
mkdocs-material           7.3.2                    pypi_0    pypi
mkdocs-material-extensions 1.0.3                    pypi_0    pypi
mkl                       2021.3.0           hb70f87d_564    conda-forge
mkl-devel                 2021.3.0           h57928b3_565    conda-forge
mkl-include               2021.3.0           hb70f87d_564    conda-forge
monotonic                 1.5                        py_0    conda-forge
morecantile               2.1.4                    pypi_0    pypi
msgpack-python            1.0.2            py39h2e07f2f_1    conda-forge
msrest                    0.6.21                   pypi_0    pypi
mss                       6.1.0                    pypi_0    pypi
msys2-conda-epoch         20160418                      1    conda-forge
multidict                 5.2.0                    pypi_0    pypi
multipledispatch          0.6.0                      py_0    conda-forge
munch                     2.5.0                      py_0    conda-forge
mutagen                   1.45.1                   pypi_0    pypi
mypy-extensions           0.4.3                    pypi_0    pypi
napari                    0.4.12             pyhd8ed1ab_0    conda-forge
napari-console            0.0.4              pyhd8ed1ab_0    conda-forge
napari-plugin-engine      0.2.0            py39hcbf5309_0    conda-forge
napari-svg                0.1.5              pyhd8ed1ab_0    conda-forge
nbclassic                 0.3.2                    pypi_0    pypi
nbclient                  0.5.4              pyhd8ed1ab_0    conda-forge
nbconvert                 6.2.0            py39hcbf5309_0    conda-forge
nbformat                  5.1.3              pyhd8ed1ab_0    conda-forge
nest-asyncio              1.5.1              pyhd8ed1ab_0    conda-forge
netcdf4                   1.5.7           nompi_py39hf113b1f_103    conda-forge
networkx                  2.5                        py_0    conda-forge
nodeenv                   1.6.0                    pypi_0    pypi
notebook                  6.4.4              pyha770c72_0    conda-forge
numba                     0.54.0           py39hb8cd55e_0    conda-forge
numcodecs                 0.9.1            py39h415ef7b_1    conda-forge
numexpr                   2.7.3                    pypi_0    pypi
numpy                     1.20.0           py39h6635163_0    conda-forge
numpydoc                  1.1.0                      py_1    conda-forge
oauthlib                  3.1.1                    pypi_0    pypi
odc-algo                  0.2.0a4                  pypi_0    pypi
odc-io                    0.2.0a1                  pypi_0    pypi
odc-stac                  0.2.0a8                  pypi_0    pypi
olefile                   0.46               pyh9f0ad1d_1    conda-forge
opencv-python             4.5.4.58                 pypi_0    pypi
openjpeg                  2.4.0                hb211442_1    conda-forge
openssl                   1.1.1l               h8ffe710_0    conda-forge
orjson                    3.6.4                    pypi_0    pypi
packaging                 21.0               pyhd8ed1ab_0    conda-forge
pafy                      0.5.5                    pypi_0    pypi
pandas                    1.2.5                    pypi_0    pypi
pandoc                    2.14.2               h8ffe710_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
panel                     0.12.4             pyhd8ed1ab_0    conda-forge
param                     1.11.1             pyh6c4a22f_0    conda-forge
parquet-cpp               1.5.1                         1    conda-forge
parso                     0.8.2              pyhd8ed1ab_0    conda-forge
partd                     1.2.0              pyhd8ed1ab_0    conda-forge
pathspec                  0.9.0                    pypi_0    pypi
pcre                      8.45                 h0e60522_0    conda-forge
pdocs                     1.1.1                    pypi_0    pypi
pickleshare               0.7.5           py39hde42818_1002    conda-forge
pillow                    8.3.2            py39h916092e_0    conda-forge
pims                      0.5                      pypi_0    pypi
pint                      0.18               pyhd8ed1ab_0    conda-forge
pip                       21.2.4             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h8ffe710_0    conda-forge
platformdirs              2.4.0                    pypi_0    pypi
plotext                   2.3.1                    pypi_0    pypi
pluggy                    1.0.0                    pypi_0    pypi
pooch                     1.5.2              pyhd8ed1ab_0    conda-forge
poppler                   21.09.0              h24fffdf_3    conda-forge
poppler-data              0.4.11               hd8ed1ab_0    conda-forge
postgresql                13.3                 h1c22c4f_0    conda-forge
pre-commit                2.15.0                   pypi_0    pypi
proj                      8.0.1                h1cfcee9_0    conda-forge
prometheus_client         0.11.0             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.20             pyha770c72_0    conda-forge
prompt_toolkit            3.0.20               hd8ed1ab_0    conda-forge
protobuf                  3.18.1                   pypi_0    pypi
psutil                    5.8.0            py39hb82d6ee_1    conda-forge
psycopg2                  2.9.1            py39h0878f49_0    conda-forge
psycopg2-binary           2.9.1                    pypi_0    pypi
psygnal                   0.1.4            py39h2e07f2f_0    conda-forge
py                        1.10.0                   pypi_0    pypi
pyarrow                   5.0.0           py39hf9247be_8_cpu    conda-forge
pycparser                 2.20               pyh9f0ad1d_2    conda-forge
pycryptodome              3.11.0                   pypi_0    pypi
pycryptodomex             3.11.0                   pypi_0    pypi
pyct                      0.4.6                      py_0    conda-forge
pyct-core                 0.4.6                      py_0    conda-forge
pydantic                  1.8.2            py39hb82d6ee_0    conda-forge
pydeck                    0.7.0                    pypi_0    pypi
pyee                      8.2.2                    pypi_0    pypi
pygeos                    0.10.2                   pypi_0    pypi
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@gjoseph92
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We'll, I'm excited to hear anyone's even using show! A couple questions first:

  • Are you using JupyterLab locally (and not, say, vscode)?
  • If you run stackstac.server_stats, does the widget indicate there are any computations or HTTP requests active? Does it show anything completing?
  • If you open the web browser's network inspector before you add things to the map, once you run show, do you see requests for PNGs not from openstreetmap, to a URL on the Jupyter server? I expect they'd all be pending.
  • If you browse the map somewhere far away from where the data is, do you get checkerboards? If you can't get checkerboards anywhere, then it's an issue communicating with the local webserver serving the tiles. If just the areas that would contain data are blank, it's probably an issue communicating with dask.

FWIW, yesterday I was debugging an issue with show where it can be extremely slow, many minutes for tiles to show up. It appears there's a bug in the Dask client where it'll wait many minutes before sending more messages to the scheduler, which I'm trying to track down. One anecdotal thing to try is skipping the persist.

@robintw
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robintw commented Dec 3, 2021

Thanks for the quick response.

I've been using show a lot on Planetary Computer as a great way to interactively visualise what I'm working on. I've also combined it with some IPython widget interaction functionality to make some simple interactive apps that use planetary computer data in the background, being processed by Dask in (near) real-time. It's great!

Responses to questions below:

Are you using JupyterLab locally (and not, say, vscode)?

I realised when you asked this that I was using the traditional Jupyter Notebook interface on my local machine, whereas on Planetary Computer I was using JupyterLab. I've just tried with JupyterLab locally and I'm still running into the same problems.

If you run stackstac.server_stats, does the widget indicate there are any computations or HTTP requests active? Does it show anything completing?

If display the widget and then run show and move the map a bit, the 'computing' bar fills up and empties again fairly quickly (and I can see some computations taking place on the Dask dashboard), but the 'HTTP requests' bar stays at zero.

If you open the web browser's network inspector before you add things to the map, once you run show, do you see requests for PNGs not from openstreetmap, to a URL on the Jupyter server? I expect they'd all be pending.

I'm seeing various PNGs that are coming from a HTTP request to a Jupyter URL, and they are all coming back with 404 errors:

image

If you browse the map somewhere far away from where the data is, do you get checkerboards? If you can't get checkerboards anywhere, then it's an issue communicating with the local webserver serving the tiles. If just the areas that would contain data are blank, it's probably an issue communicating with dask.

No, there are no checkerboards displayed anywhere, even if I scroll a long way away from where the data should be.

I've had a few intermittent problems on Planetary Computer with the actual data not displaying, but the checkboards always appeared. In these cases, restarting the kernel or restarting the Dask cluster seems to fix it - but that seems to be a different problem to the problem I'm experiencing locally.

@gjoseph92
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@robintw this might actually be really simple: you don't have jupyter-server-proxy installed, and I forgot to add it as a required dependency for viz 🤦. Try installing that and see if it fixes things?

@robintw
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robintw commented Dec 3, 2021

Unfortunately that's already installed (I'm using one of the Planetary Computer docker images: the one here).

I'll do some more detailed debugging next week, but looking in the developer tools, I think the requests for the tiles were giving a HTTP 500 Error. Is there any way to get more insight into what the tile server is doing behind the scenes, and what is causing the 500 error?

@gjoseph92
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Ok, in the screenshot you posted I saw 404s, meaning the URL requested didn't exist, which is exactly what would happen if the proxy wasn't running. And the conda environment listed doesn't have it, so I would think that was your original problem locally.

500s indicate something different. Getting error messages is extremely hard, because JupyterLab appears determined to swallow all the errors coming from coroutines no matter what logging level you set. I'd recommend opening the web inspector and looking at the contents of the 500 response, that may be the best clue you can get. There are also some code changes I can make to try to capture the errors and make them more easily visible.

@robintw
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robintw commented Dec 3, 2021

Sorry, I think I commented on the wrong PR and confused things.

The issue with the empty map with no checkboards is the one I raised in this issue. This occurred when running on my local machine, which does not have jupyter-server-proxy installed. I've just tried installing it, and it completely fixes the issue: both the checkerboard and the data itself now appear on the map. Thanks!

Next week I'll continue debugging the problem I'm having when running within docker on my machine, using one of the planetary computer docker images. That's the one that's giving me a 500 error. I'll create a separate issue for that.

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