bluesky / tiled

API to structured data
https://blueskyproject.io/tiled
BSD 3-Clause "New" or "Revised" License
56 stars 48 forks source link

Is conda-forge maintained? #785

Open dylanmcreynolds opened 1 week ago

dylanmcreynolds commented 1 week ago

The Tiled README has instructions for installing tiled from conda-forge. Someone here tried that today, and got tiled 0.1.0a117. The current release is v0.1.0b8. We noticed this because the old version of tiled has issues with numpy 2.x

I don't know if the fix is to update the readme and remove the conda-forge instruction or to fix the conda-forge release.

mrakitin commented 2 days ago

Did it happen when installing into an existing environment with some conflicting packages?

The latest version of https://anaconda.org/conda-forge/tiled-base/files (v0.1.0b8) has the following dependencies:

appdirs, awkward, click !=8.1.0, dask, httpx >=0.20.0, json-merge-patch, jsonpatch, jsonschema, lz4, msgpack-python >=1.0.0, ndindex, numpy, orjson, pandas, pyarrow, python >=3.8, python-blosc2, pyyaml, sparse >=0.13.0, typer, xarray, standard

image

padraic-shafer commented 2 days ago

Confirming that I get the same result from a fresh conda environment. I can work around it by specifying a minimum version, but I'm not sure why conda is prioritizing alpha over beta.

Fresh installation (Click to expand) ```shell % conda create -n test -c conda-forge tiled Retrieving notices: ...working... done Collecting package metadata (current_repodata.json): done Solving environment: unsuccessful attempt using repodata from current_repodata.json, retrying with next repodata source. Collecting package metadata (repodata.json): done Solving environment: done ==> WARNING: A newer version of conda exists. <== current version: 23.7.3 latest version: 24.7.1 Please update conda by running $ conda update -n base -c defaults conda Or to minimize the number of packages updated during conda update use conda install conda=24.7.1 ## Package Plan ## environment location: ~/miniconda3/envs/test added / updated specs: - tiled The following packages will be downloaded: package | build ---------------------------|----------------- aiofiles-24.1.0 | pyhd8ed1ab_0 19 KB conda-forge alembic-1.13.2 | pyhd8ed1ab_0 155 KB conda-forge annotated-types-0.7.0 | pyhd8ed1ab_0 18 KB conda-forge anyio-4.4.0 | pyhd8ed1ab_0 102 KB conda-forge aom-3.9.1 | h7bae524_0 2.1 MB conda-forge asgi-correlation-id-4.3.3 | pyhd8ed1ab_0 19 KB conda-forge attrs-24.2.0 | pyh71513ae_0 55 KB conda-forge aws-c-auth-0.7.31 | hc27b277_0 91 KB conda-forge aws-c-cal-0.7.4 | h41dd001_1 39 KB conda-forge aws-c-common-0.9.28 | hd74edd7_0 216 KB conda-forge aws-c-compression-0.2.19 | h41dd001_1 18 KB conda-forge aws-c-event-stream-0.4.3 | h40a8fc1_2 46 KB conda-forge aws-c-http-0.8.10 | hf5a2c8c_0 149 KB conda-forge aws-c-io-0.14.18 | hc3cb426_9 135 KB conda-forge aws-c-mqtt-0.10.5 | h3acc7b9_1 130 KB conda-forge aws-c-s3-0.6.5 | hd16c091_7 94 KB conda-forge aws-c-sdkutils-0.1.19 | h41dd001_3 49 KB conda-forge aws-checksums-0.1.20 | h41dd001_0 68 KB conda-forge aws-crt-cpp-0.28.3 | hfd2b498_3 225 KB conda-forge aws-sdk-cpp-1.11.407 | h0455a66_0 2.6 MB conda-forge azure-core-cpp-1.13.0 | hd01fc5c_0 281 KB conda-forge azure-identity-cpp-1.8.0 | h13ea094_2 139 KB conda-forge azure-storage-blobs-cpp-12.12.0| hfde595f_0 410 KB conda-forge azure-storage-common-cpp-12.7.0| hcf3b6fd_1 117 KB conda-forge azure-storage-files-datalake-cpp-12.11.0| h082e32e_1 185 KB conda-forge blosc-1.21.6 | h5499902_0 32 KB conda-forge bokeh-3.5.2 | pyhd8ed1ab_0 4.6 MB conda-forge brotli-1.1.0 | hd74edd7_2 19 KB 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conda-forge libsqlite-3.46.1 | hc14010f_0 810 KB conda-forge libthrift-0.20.0 | h64651cc_1 308 KB conda-forge libtiff-4.6.0 | hf8409c0_4 233 KB conda-forge libwebp-base-1.4.0 | h93a5062_0 281 KB conda-forge libxcb-1.16 | hc9fafa5_1 318 KB conda-forge libxml2-2.12.7 | h01dff8b_4 575 KB conda-forge libzlib-1.3.1 | hfb2fe0b_1 46 KB conda-forge llvmlite-0.43.0 | py312ha9ca408_1 361 KB conda-forge lz4-4.3.3 | py312h11d1bbd_1 106 KB conda-forge mako-1.3.5 | pyhd8ed1ab_0 66 KB conda-forge markdown-it-py-3.0.0 | pyhd8ed1ab_0 63 KB conda-forge markupsafe-2.1.5 | py312h024a12e_1 25 KB conda-forge mdurl-0.1.2 | pyhd8ed1ab_0 14 KB conda-forge mpc-1.3.1 | h8f1351a_1 102 KB conda-forge mpfr-4.2.1 | hb693164_3 337 KB conda-forge msgpack-python-1.1.0 | py312h6142ec9_0 89 KB conda-forge ncurses-6.5 | h7bae524_1 784 KB conda-forge ndindex-1.8 | pyhd8ed1ab_1 69 KB conda-forge numba-0.60.0 | py312h41cea2d_0 5.4 MB conda-forge numpy-2.0.2 | py312h801f5e3_0 6.0 MB conda-forge openjpeg-2.5.2 | h9f1df11_0 309 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py312h024a12e_0 3.3 MB conda-forge starlette-0.38.5 | pyhd8ed1ab_0 56 KB conda-forge svt-av1-2.2.1 | ha39b806_0 1.3 MB conda-forge tblib-3.0.0 | pyhd8ed1ab_0 17 KB conda-forge tifffile-2024.8.30 | pyhd8ed1ab_0 176 KB conda-forge tiled-0.1.0a117 | hd8ed1ab_0 8 KB conda-forge tiled-base-0.1.0a117 | pyhd8ed1ab_0 1.3 MB conda-forge tiled-client-0.1.0a117 | hd8ed1ab_0 8 KB conda-forge tiled-formats-0.1.0a117 | hd8ed1ab_0 7 KB conda-forge tiled-server-0.1.0a117 | hd8ed1ab_0 8 KB conda-forge tk-8.6.13 | h5083fa2_1 3.0 MB conda-forge toolz-0.12.1 | pyhd8ed1ab_0 51 KB conda-forge tornado-6.4.1 | py312h024a12e_1 822 KB conda-forge typer-0.12.5 | pyhd8ed1ab_0 52 KB conda-forge typer-slim-0.12.5 | pyhd8ed1ab_0 45 KB conda-forge typer-slim-standard-0.12.5 | hd8ed1ab_0 46 KB conda-forge typing-extensions-4.12.2 | hd8ed1ab_0 10 KB conda-forge typing_extensions-4.12.2 | pyha770c72_0 39 KB conda-forge tzdata-2024a | h8827d51_1 121 KB conda-forge urllib3-2.2.3 | pyhd8ed1ab_0 96 KB conda-forge uvicorn-0.30.6 | py312h81bd7bf_0 130 KB conda-forge watchgod-0.7 | pyhd8ed1ab_0 14 KB conda-forge wheel-0.44.0 | pyhd8ed1ab_0 57 KB conda-forge xarray-2024.9.0 | pyhd8ed1ab_0 784 KB conda-forge xyzservices-2024.9.0 | pyhd8ed1ab_0 46 KB conda-forge zfp-1.0.1 | ha84d530_1 192 KB conda-forge zict-3.0.0 | pyhd8ed1ab_0 35 KB conda-forge zipp-3.20.2 | pyhd8ed1ab_0 21 KB conda-forge zlib-ng-2.2.2 | hf9b8971_0 85 KB conda-forge zstandard-0.23.0 | py312h15fbf35_1 323 KB conda-forge zstd-1.5.6 | hb46c0d2_0 396 KB conda-forge ------------------------------------------------------------ Total: 200.0 MB The following NEW packages will be INSTALLED: aiofiles conda-forge/noarch::aiofiles-24.1.0-pyhd8ed1ab_0 alembic conda-forge/noarch::alembic-1.13.2-pyhd8ed1ab_0 annotated-types conda-forge/noarch::annotated-types-0.7.0-pyhd8ed1ab_0 anyio conda-forge/noarch::anyio-4.4.0-pyhd8ed1ab_0 aom conda-forge/osx-arm64::aom-3.9.1-h7bae524_0 appdirs conda-forge/noarch::appdirs-1.4.4-pyh9f0ad1d_0 asgi-correlation-~ conda-forge/noarch::asgi-correlation-id-4.3.3-pyhd8ed1ab_0 attrs conda-forge/noarch::attrs-24.2.0-pyh71513ae_0 aws-c-auth conda-forge/osx-arm64::aws-c-auth-0.7.31-hc27b277_0 aws-c-cal conda-forge/osx-arm64::aws-c-cal-0.7.4-h41dd001_1 aws-c-common conda-forge/osx-arm64::aws-c-common-0.9.28-hd74edd7_0 aws-c-compression conda-forge/osx-arm64::aws-c-compression-0.2.19-h41dd001_1 aws-c-event-stream conda-forge/osx-arm64::aws-c-event-stream-0.4.3-h40a8fc1_2 aws-c-http conda-forge/osx-arm64::aws-c-http-0.8.10-hf5a2c8c_0 aws-c-io conda-forge/osx-arm64::aws-c-io-0.14.18-hc3cb426_9 aws-c-mqtt conda-forge/osx-arm64::aws-c-mqtt-0.10.5-h3acc7b9_1 aws-c-s3 conda-forge/osx-arm64::aws-c-s3-0.6.5-hd16c091_7 aws-c-sdkutils conda-forge/osx-arm64::aws-c-sdkutils-0.1.19-h41dd001_3 aws-checksums conda-forge/osx-arm64::aws-checksums-0.1.20-h41dd001_0 aws-crt-cpp conda-forge/osx-arm64::aws-crt-cpp-0.28.3-hfd2b498_3 aws-sdk-cpp conda-forge/osx-arm64::aws-sdk-cpp-1.11.407-h0455a66_0 azure-core-cpp conda-forge/osx-arm64::azure-core-cpp-1.13.0-hd01fc5c_0 azure-identity-cpp conda-forge/osx-arm64::azure-identity-cpp-1.8.0-h13ea094_2 azure-storage-blo~ conda-forge/osx-arm64::azure-storage-blobs-cpp-12.12.0-hfde595f_0 azure-storage-com~ conda-forge/osx-arm64::azure-storage-common-cpp-12.7.0-hcf3b6fd_1 azure-storage-fil~ conda-forge/osx-arm64::azure-storage-files-datalake-cpp-12.11.0-h082e32e_1 blosc conda-forge/osx-arm64::blosc-1.21.6-h5499902_0 bokeh conda-forge/noarch::bokeh-3.5.2-pyhd8ed1ab_0 brotli conda-forge/osx-arm64::brotli-1.1.0-hd74edd7_2 brotli-bin conda-forge/osx-arm64::brotli-bin-1.1.0-hd74edd7_2 brotli-python conda-forge/osx-arm64::brotli-python-1.1.0-py312hde4cb15_2 brunsli conda-forge/osx-arm64::brunsli-0.1-h9f76cd9_0 bzip2 conda-forge/osx-arm64::bzip2-1.0.8-h99b78c6_7 c-ares conda-forge/osx-arm64::c-ares-1.33.1-hd74edd7_0 c-blosc2 conda-forge/osx-arm64::c-blosc2-2.15.1-h5063078_0 ca-certificates conda-forge/osx-arm64::ca-certificates-2024.8.30-hf0a4a13_0 cached-property conda-forge/noarch::cached-property-1.5.2-hd8ed1ab_1 cached_property conda-forge/noarch::cached_property-1.5.2-pyha770c72_1 cachetools conda-forge/noarch::cachetools-5.5.0-pyhd8ed1ab_0 cachey conda-forge/noarch::cachey-0.2.1-pyh9f0ad1d_0 certifi conda-forge/noarch::certifi-2024.8.30-pyhd8ed1ab_0 cffi conda-forge/osx-arm64::cffi-1.17.1-py312h0fad829_0 charls conda-forge/osx-arm64::charls-2.4.2-h13dd4ca_0 click conda-forge/noarch::click-8.1.7-unix_pyh707e725_0 cloudpickle conda-forge/noarch::cloudpickle-3.0.0-pyhd8ed1ab_0 contourpy conda-forge/osx-arm64::contourpy-1.3.0-py312h6142ec9_1 cryptography conda-forge/osx-arm64::cryptography-43.0.1-py312h3ddc590_0 cytoolz conda-forge/osx-arm64::cytoolz-0.12.3-py312he37b823_0 dask conda-forge/noarch::dask-2024.9.0-pyhd8ed1ab_0 dask-core conda-forge/noarch::dask-core-2024.9.0-pyhd8ed1ab_0 dask-expr conda-forge/noarch::dask-expr-1.1.14-pyhd8ed1ab_0 dav1d conda-forge/osx-arm64::dav1d-1.2.1-hb547adb_0 distributed conda-forge/noarch::distributed-2024.9.0-pyhd8ed1ab_0 dnspython conda-forge/noarch::dnspython-2.6.1-pyhd8ed1ab_1 ecdsa conda-forge/noarch::ecdsa-0.19.0-pyhd8ed1ab_0 email-validator conda-forge/noarch::email-validator-2.2.0-pyhd8ed1ab_0 email_validator conda-forge/noarch::email_validator-2.2.0-hd8ed1ab_0 entrypoints conda-forge/noarch::entrypoints-0.4-pyhd8ed1ab_0 et_xmlfile conda-forge/noarch::et_xmlfile-1.1.0-pyhd8ed1ab_0 exceptiongroup conda-forge/noarch::exceptiongroup-1.2.2-pyhd8ed1ab_0 fastapi conda-forge/noarch::fastapi-0.115.0-pyhd8ed1ab_0 fastapi-cli conda-forge/noarch::fastapi-cli-0.0.5-pyhd8ed1ab_0 freetype conda-forge/osx-arm64::freetype-2.12.1-hadb7bae_2 fsspec conda-forge/noarch::fsspec-2024.9.0-pyhff2d567_0 gflags conda-forge/osx-arm64::gflags-2.2.2-hf9b8971_1005 giflib conda-forge/osx-arm64::giflib-5.2.2-h93a5062_0 glog conda-forge/osx-arm64::glog-0.7.1-heb240a5_0 gmp conda-forge/osx-arm64::gmp-6.3.0-h7bae524_2 gmpy2 conda-forge/osx-arm64::gmpy2-2.1.5-py312h87fada9_2 greenlet conda-forge/osx-arm64::greenlet-3.1.0-py312hde4cb15_2 h11 conda-forge/noarch::h11-0.14.0-pyhd8ed1ab_0 h2 conda-forge/noarch::h2-4.1.0-pyhd8ed1ab_0 h5netcdf conda-forge/noarch::h5netcdf-1.3.0-pyhd8ed1ab_0 h5py conda-forge/osx-arm64::h5py-3.11.0-nompi_py312h903599c_102 hdf5 conda-forge/osx-arm64::hdf5-1.14.3-nompi_hec07895_105 heapdict conda-forge/noarch::heapdict-1.0.1-pyhd8ed1ab_1 hpack conda-forge/noarch::hpack-4.0.0-pyh9f0ad1d_0 httpcore conda-forge/noarch::httpcore-1.0.5-pyhd8ed1ab_0 httpx conda-forge/noarch::httpx-0.27.2-pyhd8ed1ab_0 hyperframe conda-forge/noarch::hyperframe-6.0.1-pyhd8ed1ab_0 icu conda-forge/osx-arm64::icu-75.1-hfee45f7_0 idna conda-forge/noarch::idna-3.10-pyhd8ed1ab_0 imagecodecs conda-forge/osx-arm64::imagecodecs-2024.6.1-py312hd96b8b9_3 importlib-metadata conda-forge/noarch::importlib-metadata-8.5.0-pyha770c72_0 importlib_metadata conda-forge/noarch::importlib_metadata-8.5.0-hd8ed1ab_0 importlib_resourc~ conda-forge/noarch::importlib_resources-6.4.5-pyhd8ed1ab_0 jinja2 conda-forge/noarch::jinja2-3.1.4-pyhd8ed1ab_0 jmespath conda-forge/noarch::jmespath-1.0.1-pyhd8ed1ab_0 jsonschema conda-forge/noarch::jsonschema-4.23.0-pyhd8ed1ab_0 jsonschema-specif~ conda-forge/noarch::jsonschema-specifications-2023.12.1-pyhd8ed1ab_0 jxrlib conda-forge/osx-arm64::jxrlib-1.1-h93a5062_3 krb5 conda-forge/osx-arm64::krb5-1.21.3-h237132a_0 lcms2 conda-forge/osx-arm64::lcms2-2.16-ha0e7c42_0 lerc conda-forge/osx-arm64::lerc-4.0.0-h9a09cb3_0 libabseil conda-forge/osx-arm64::libabseil-20240116.2-cxx17_h00cdb27_1 libaec conda-forge/osx-arm64::libaec-1.1.3-hebf3989_0 libarrow conda-forge/osx-arm64::libarrow-17.0.0-hc6a7651_16_cpu libarrow-acero conda-forge/osx-arm64::libarrow-acero-17.0.0-hf9b8971_16_cpu libarrow-dataset conda-forge/osx-arm64::libarrow-dataset-17.0.0-hf9b8971_16_cpu libarrow-substrait conda-forge/osx-arm64::libarrow-substrait-17.0.0-hbf8b706_16_cpu libavif16 conda-forge/osx-arm64::libavif16-1.1.1-ha4d98b1_1 libblas conda-forge/osx-arm64::libblas-3.9.0-24_osxarm64_openblas libbrotlicommon conda-forge/osx-arm64::libbrotlicommon-1.1.0-hd74edd7_2 libbrotlidec conda-forge/osx-arm64::libbrotlidec-1.1.0-hd74edd7_2 libbrotlienc conda-forge/osx-arm64::libbrotlienc-1.1.0-hd74edd7_2 libcblas conda-forge/osx-arm64::libcblas-3.9.0-24_osxarm64_openblas libcrc32c conda-forge/osx-arm64::libcrc32c-1.1.2-hbdafb3b_0 libcurl conda-forge/osx-arm64::libcurl-8.10.1-h13a7ad3_0 libcxx conda-forge/osx-arm64::libcxx-18.1.8-h3ed4263_7 libdeflate conda-forge/osx-arm64::libdeflate-1.21-h99b78c6_0 libedit conda-forge/osx-arm64::libedit-3.1.20191231-hc8eb9b7_2 libev conda-forge/osx-arm64::libev-4.33-h93a5062_2 libevent conda-forge/osx-arm64::libevent-2.1.12-h2757513_1 libexpat conda-forge/osx-arm64::libexpat-2.6.3-hf9b8971_0 libffi conda-forge/osx-arm64::libffi-3.4.2-h3422bc3_5 libgfortran conda-forge/osx-arm64::libgfortran-5.0.0-13_2_0_hd922786_3 libgfortran5 conda-forge/osx-arm64::libgfortran5-13.2.0-hf226fd6_3 libgoogle-cloud conda-forge/osx-arm64::libgoogle-cloud-2.29.0-hfa33a2f_0 libgoogle-cloud-s~ conda-forge/osx-arm64::libgoogle-cloud-storage-2.29.0-h90fd6fa_0 libgrpc conda-forge/osx-arm64::libgrpc-1.62.2-h9c18a4f_0 libhwy conda-forge/osx-arm64::libhwy-1.1.0-h2ffa867_0 libiconv conda-forge/osx-arm64::libiconv-1.17-h0d3ecfb_2 libjpeg-turbo conda-forge/osx-arm64::libjpeg-turbo-3.0.0-hb547adb_1 libjxl conda-forge/osx-arm64::libjxl-0.10.3-h44ef4fb_0 liblapack conda-forge/osx-arm64::liblapack-3.9.0-24_osxarm64_openblas libllvm14 conda-forge/osx-arm64::libllvm14-14.0.6-hd1a9a77_4 libnghttp2 conda-forge/osx-arm64::libnghttp2-1.58.0-ha4dd798_1 libopenblas conda-forge/osx-arm64::libopenblas-0.3.27-openmp_h517c56d_1 libparquet conda-forge/osx-arm64::libparquet-17.0.0-hf0ba9ef_16_cpu libpng conda-forge/osx-arm64::libpng-1.6.44-hc14010f_0 libprotobuf conda-forge/osx-arm64::libprotobuf-4.25.3-hbfab5d5_0 libre2-11 conda-forge/osx-arm64::libre2-11-2023.09.01-h7b2c953_2 libsqlite conda-forge/osx-arm64::libsqlite-3.46.1-hc14010f_0 libssh2 conda-forge/osx-arm64::libssh2-1.11.0-h7a5bd25_0 libthrift conda-forge/osx-arm64::libthrift-0.20.0-h64651cc_1 libtiff conda-forge/osx-arm64::libtiff-4.6.0-hf8409c0_4 libutf8proc conda-forge/osx-arm64::libutf8proc-2.8.0-h1a8c8d9_0 libwebp-base conda-forge/osx-arm64::libwebp-base-1.4.0-h93a5062_0 libxcb conda-forge/osx-arm64::libxcb-1.16-hc9fafa5_1 libxml2 conda-forge/osx-arm64::libxml2-2.12.7-h01dff8b_4 libzlib conda-forge/osx-arm64::libzlib-1.3.1-hfb2fe0b_1 libzopfli conda-forge/osx-arm64::libzopfli-1.0.3-h9f76cd9_0 llvm-openmp conda-forge/osx-arm64::llvm-openmp-18.1.8-hde57baf_1 llvmlite conda-forge/osx-arm64::llvmlite-0.43.0-py312ha9ca408_1 locket conda-forge/noarch::locket-1.0.0-pyhd8ed1ab_0 lz4 conda-forge/osx-arm64::lz4-4.3.3-py312h11d1bbd_1 lz4-c conda-forge/osx-arm64::lz4-c-1.9.4-hb7217d7_0 mako conda-forge/noarch::mako-1.3.5-pyhd8ed1ab_0 markdown-it-py conda-forge/noarch::markdown-it-py-3.0.0-pyhd8ed1ab_0 markupsafe conda-forge/osx-arm64::markupsafe-2.1.5-py312h024a12e_1 mdurl conda-forge/noarch::mdurl-0.1.2-pyhd8ed1ab_0 mpc conda-forge/osx-arm64::mpc-1.3.1-h8f1351a_1 mpfr conda-forge/osx-arm64::mpfr-4.2.1-hb693164_3 msgpack-python conda-forge/osx-arm64::msgpack-python-1.1.0-py312h6142ec9_0 ncurses conda-forge/osx-arm64::ncurses-6.5-h7bae524_1 ndindex conda-forge/noarch::ndindex-1.8-pyhd8ed1ab_1 numba conda-forge/osx-arm64::numba-0.60.0-py312h41cea2d_0 numpy conda-forge/osx-arm64::numpy-2.0.2-py312h801f5e3_0 openjpeg conda-forge/osx-arm64::openjpeg-2.5.2-h9f1df11_0 openpyxl conda-forge/osx-arm64::openpyxl-3.1.5-py312hf6e0af7_1 openssl conda-forge/osx-arm64::openssl-3.3.2-h8359307_0 orc conda-forge/osx-arm64::orc-2.0.2-h75dedd0_0 orjson conda-forge/osx-arm64::orjson-3.10.7-py312h552d48e_0 packaging conda-forge/noarch::packaging-24.1-pyhd8ed1ab_0 pandas conda-forge/osx-arm64::pandas-2.2.2-py312h8ae5369_1 partd conda-forge/noarch::partd-1.4.2-pyhd8ed1ab_0 pillow conda-forge/osx-arm64::pillow-10.4.0-py312h8609ca0_1 pip conda-forge/noarch::pip-24.2-pyh8b19718_1 pkgutil-resolve-n~ conda-forge/noarch::pkgutil-resolve-name-1.3.10-pyhd8ed1ab_1 prometheus_client conda-forge/noarch::prometheus_client-0.20.0-pyhd8ed1ab_0 psutil conda-forge/osx-arm64::psutil-6.0.0-py312h024a12e_1 pthread-stubs conda-forge/osx-arm64::pthread-stubs-0.4-h27ca646_1001 pyarrow conda-forge/osx-arm64::pyarrow-17.0.0-py312ha814d7c_1 pyarrow-core conda-forge/osx-arm64::pyarrow-core-17.0.0-py312he20ac61_1_cpu pyarrow-hotfix conda-forge/noarch::pyarrow-hotfix-0.6-pyhd8ed1ab_0 pyasn1 conda-forge/noarch::pyasn1-0.6.1-pyhd8ed1ab_0 pycparser conda-forge/noarch::pycparser-2.22-pyhd8ed1ab_0 pydantic conda-forge/noarch::pydantic-2.9.2-pyhd8ed1ab_0 pydantic-core conda-forge/osx-arm64::pydantic-core-2.23.4-py312he431725_0 pydantic-settings conda-forge/noarch::pydantic-settings-2.5.2-pyhd8ed1ab_0 pygments conda-forge/noarch::pygments-2.18.0-pyhd8ed1ab_0 pysocks conda-forge/noarch::pysocks-1.7.1-pyha2e5f31_6 python conda-forge/osx-arm64::python-3.12.6-h739c21a_0_cpython python-dateutil conda-forge/noarch::python-dateutil-2.9.0-pyhd8ed1ab_0 python-dotenv conda-forge/noarch::python-dotenv-1.0.1-pyhd8ed1ab_0 python-jose conda-forge/noarch::python-jose-3.3.0-pyh6c4a22f_1 python-multipart conda-forge/noarch::python-multipart-0.0.9-pyhd8ed1ab_0 python-tzdata conda-forge/noarch::python-tzdata-2024.1-pyhd8ed1ab_0 python_abi conda-forge/osx-arm64::python_abi-3.12-5_cp312 pytz conda-forge/noarch::pytz-2024.2-pyhd8ed1ab_0 pyyaml conda-forge/osx-arm64::pyyaml-6.0.2-py312h024a12e_1 rav1e conda-forge/osx-arm64::rav1e-0.6.6-h69fbcac_2 re2 conda-forge/osx-arm64::re2-2023.09.01-h4cba328_2 readline conda-forge/osx-arm64::readline-8.2-h92ec313_1 referencing conda-forge/noarch::referencing-0.35.1-pyhd8ed1ab_0 rich conda-forge/noarch::rich-13.8.1-pyhd8ed1ab_0 rpds-py conda-forge/osx-arm64::rpds-py-0.20.0-py312he431725_1 rsa conda-forge/noarch::rsa-4.9-pyhd8ed1ab_0 scipy conda-forge/osx-arm64::scipy-1.14.1-py312heb3a901_0 setuptools conda-forge/noarch::setuptools-73.0.1-pyhd8ed1ab_0 shellingham conda-forge/noarch::shellingham-1.5.4-pyhd8ed1ab_0 six conda-forge/noarch::six-1.16.0-pyh6c4a22f_0 snappy conda-forge/osx-arm64::snappy-1.2.1-hd02b534_0 sniffio conda-forge/noarch::sniffio-1.3.1-pyhd8ed1ab_0 sortedcontainers conda-forge/noarch::sortedcontainers-2.4.0-pyhd8ed1ab_0 sparse conda-forge/noarch::sparse-0.15.4-pyhd8ed1ab_0 sqlalchemy conda-forge/osx-arm64::sqlalchemy-2.0.35-py312h024a12e_0 starlette conda-forge/noarch::starlette-0.38.5-pyhd8ed1ab_0 svt-av1 conda-forge/osx-arm64::svt-av1-2.2.1-ha39b806_0 tblib conda-forge/noarch::tblib-3.0.0-pyhd8ed1ab_0 tifffile conda-forge/noarch::tifffile-2024.8.30-pyhd8ed1ab_0 tiled conda-forge/noarch::tiled-0.1.0a117-hd8ed1ab_0 tiled-base conda-forge/noarch::tiled-base-0.1.0a117-pyhd8ed1ab_0 tiled-client conda-forge/noarch::tiled-client-0.1.0a117-hd8ed1ab_0 tiled-formats conda-forge/noarch::tiled-formats-0.1.0a117-hd8ed1ab_0 tiled-server conda-forge/noarch::tiled-server-0.1.0a117-hd8ed1ab_0 tk conda-forge/osx-arm64::tk-8.6.13-h5083fa2_1 toolz conda-forge/noarch::toolz-0.12.1-pyhd8ed1ab_0 tornado conda-forge/osx-arm64::tornado-6.4.1-py312h024a12e_1 typer conda-forge/noarch::typer-0.12.5-pyhd8ed1ab_0 typer-slim conda-forge/noarch::typer-slim-0.12.5-pyhd8ed1ab_0 typer-slim-standa~ conda-forge/noarch::typer-slim-standard-0.12.5-hd8ed1ab_0 typing-extensions conda-forge/noarch::typing-extensions-4.12.2-hd8ed1ab_0 typing_extensions conda-forge/noarch::typing_extensions-4.12.2-pyha770c72_0 tzdata conda-forge/noarch::tzdata-2024a-h8827d51_1 urllib3 conda-forge/noarch::urllib3-2.2.3-pyhd8ed1ab_0 uvicorn conda-forge/osx-arm64::uvicorn-0.30.6-py312h81bd7bf_0 watchgod conda-forge/noarch::watchgod-0.7-pyhd8ed1ab_0 wheel conda-forge/noarch::wheel-0.44.0-pyhd8ed1ab_0 xarray conda-forge/noarch::xarray-2024.9.0-pyhd8ed1ab_0 xorg-libxau conda-forge/osx-arm64::xorg-libxau-1.0.11-hb547adb_0 xorg-libxdmcp conda-forge/osx-arm64::xorg-libxdmcp-1.1.3-h27ca646_0 xyzservices conda-forge/noarch::xyzservices-2024.9.0-pyhd8ed1ab_0 xz conda-forge/osx-arm64::xz-5.2.6-h57fd34a_0 yaml conda-forge/osx-arm64::yaml-0.2.5-h3422bc3_2 zfp conda-forge/osx-arm64::zfp-1.0.1-ha84d530_1 zict conda-forge/noarch::zict-3.0.0-pyhd8ed1ab_0 zipp conda-forge/noarch::zipp-3.20.2-pyhd8ed1ab_0 zlib-ng conda-forge/osx-arm64::zlib-ng-2.2.2-hf9b8971_0 zstandard conda-forge/osx-arm64::zstandard-0.23.0-py312h15fbf35_1 zstd conda-forge/osx-arm64::zstd-1.5.6-hb46c0d2_0 Proceed ([y]/n)? n CondaSystemExit: Exiting. ```

Conda can see all of the available versions, including beta versions.

Available version of tiled (Click to expand) ```shell % conda search -c conda-forge tiled Loading channels: done # Name Version Build Channel tiled 0.1.0a65 hd8ed1ab_0 conda-forge tiled 0.1.0a65 hd8ed1ab_1 conda-forge tiled 0.1.0a66 hd8ed1ab_0 conda-forge tiled 0.1.0a67 hd8ed1ab_0 conda-forge tiled 0.1.0a70 hd8ed1ab_0 conda-forge tiled 0.1.0a71 hd8ed1ab_0 conda-forge tiled 0.1.0a72 hd8ed1ab_0 conda-forge tiled 0.1.0a73 hd8ed1ab_0 conda-forge tiled 0.1.0a74 hd8ed1ab_0 conda-forge tiled 0.1.0a75 hd8ed1ab_0 conda-forge tiled 0.1.0a77 hd8ed1ab_0 conda-forge tiled 0.1.0a79 hd8ed1ab_0 conda-forge tiled 0.1.0a80 hd8ed1ab_0 conda-forge tiled 0.1.0a83 hd8ed1ab_0 conda-forge tiled 0.1.0a84 hd8ed1ab_0 conda-forge tiled 0.1.0a85 hd8ed1ab_0 conda-forge tiled 0.1.0a86 hd8ed1ab_0 conda-forge tiled 0.1.0a87 hd8ed1ab_0 conda-forge tiled 0.1.0a88 hd8ed1ab_0 conda-forge tiled 0.1.0a89 hd8ed1ab_0 conda-forge tiled 0.1.0a90 hd8ed1ab_0 conda-forge tiled 0.1.0a91 hd8ed1ab_0 conda-forge tiled 0.1.0a92 hd8ed1ab_0 conda-forge tiled 0.1.0a93 hd8ed1ab_0 conda-forge tiled 0.1.0a94 hd8ed1ab_0 conda-forge tiled 0.1.0a96 hd8ed1ab_0 conda-forge tiled 0.1.0a106 hd8ed1ab_0 conda-forge tiled 0.1.0a107 hd8ed1ab_0 conda-forge tiled 0.1.0a108 hd8ed1ab_0 conda-forge tiled 0.1.0a109 hd8ed1ab_0 conda-forge tiled 0.1.0a110 hd8ed1ab_0 conda-forge tiled 0.1.0a112 hd8ed1ab_0 conda-forge tiled 0.1.0a113 hd8ed1ab_0 conda-forge tiled 0.1.0a114 hd8ed1ab_0 conda-forge tiled 0.1.0a115 hd8ed1ab_0 conda-forge tiled 0.1.0a116 hd8ed1ab_0 conda-forge tiled 0.1.0a117 hd8ed1ab_0 conda-forge tiled 0.1.0a118 hd8ed1ab_0 conda-forge tiled 0.1.0a119 hd8ed1ab_0 conda-forge tiled 0.1.0a120 hd8ed1ab_0 conda-forge tiled 0.1.0a121 hd8ed1ab_0 conda-forge tiled 0.1.0a122 hd8ed1ab_0 conda-forge tiled 0.1.0b1 hd8ed1ab_0 conda-forge tiled 0.1.0b2 hd8ed1ab_0 conda-forge tiled 0.1.0b4 hd8ed1ab_0 conda-forge tiled 0.1.0b5 hd8ed1ab_0 conda-forge tiled 0.1.0b6 hd8ed1ab_0 conda-forge tiled 0.1.0b7 hd8ed1ab_0 conda-forge tiled 0.1.0b8 hd8ed1ab_0 conda-forge ```

Can limit to just the beta versions.

% conda search -c conda-forge 'tiled>=0.1.0b'
Loading channels: done
# Name                       Version           Build  Channel             
tiled                        0.1.0b1      hd8ed1ab_0  conda-forge         
tiled                        0.1.0b2      hd8ed1ab_0  conda-forge         
tiled                        0.1.0b4      hd8ed1ab_0  conda-forge         
tiled                        0.1.0b5      hd8ed1ab_0  conda-forge         
tiled                        0.1.0b6      hd8ed1ab_0  conda-forge         
tiled                        0.1.0b7      hd8ed1ab_0  conda-forge         
tiled                        0.1.0b8      hd8ed1ab_0  conda-forge