# IT4Innovations 2022
# JK
# Taken from pr 16620
# write a patch for protobuf error (use existing 2.9.1 protobuf patch as template)

easyblock = 'PythonBundle'

name = 'TensorFlow'
version = '2.10.0'
versionsuffix = '-CUDA-%(cudaver)s'

homepage = 'https://www.tensorflow.org/'
description = "An open-source software library for Machine Intelligence"

toolchain = {'name': 'foss', 'version': '2022a'}
toolchainopts = {'pic': True}

builddependencies = [
    ('Bazel', '5.1.1'),
    ('protobuf', '3.19.4'),
    # git 2.x required, see also https://github.com/tensorflow/tensorflow/issues/29053
    ('git', '2.36.0', '-nodocs'),
    ('pybind11', '2.9.2'),
    ('UnZip', '6.0'),
    ('LLVM', '14.0.3'),  # for debugging with llvm-symbolizer, to be removed
]
dependencies = [
    ('CUDA', '11.7.0', '', SYSTEM),
    ('cuDNN', '8.4.1.50', versionsuffix, SYSTEM),
    ('NCCL', '2.12.12', versionsuffix),
    ('Python', '3.10.4'),
    ('h5py', '3.7.0'),
    ('cURL', '7.83.0'),
    ('double-conversion', '3.2.0'),
    ('flatbuffers', '2.0.0'),
    ('giflib', '5.2.1'),
    ('hwloc', '2.7.1'),
    ('ICU', '71.1'),
    ('JsonCpp', '1.9.5'),
    ('libjpeg-turbo', '2.1.3'),
    ('LMDB', '0.9.29'),
    ('NASM', '2.15.05'),
    ('nsync', '1.25.0'),
    ('SQLite', '3.38.3'),
    ('protobuf-python', '3.19.4'),
    ('flatbuffers-python', '2.0'),
    ('libpng', '1.6.37'),
    ('snappy', '1.1.9'),
    ('zlib', '1.2.12'),
    ('networkx', '2.8.4'),  # required for pythran
]

use_pip = True
sanity_pip_check = True

# Dependencies created and updated using findPythonDeps.sh:
# https://gist.github.com/Flamefire/49426e502cd8983757bd01a08a10ae0d
exts_list = [
    ('wrapt', '1.14.1', {
        'checksums': ['380a85cf89e0e69b7cfbe2ea9f765f004ff419f34194018a6827ac0e3edfed4d'],
    }),
    ('termcolor', '1.1.0', {
        'checksums': ['1d6d69ce66211143803fbc56652b41d73b4a400a2891d7bf7a1cdf4c02de613b'],
    }),
    ('tensorflow-estimator', '2.9.0', {
        'source_tmpl': 'tensorflow_estimator-2.9.0-py2.py3-none-any.whl',
        'checksums': ['e9762bb302f51bc1eb2f35d19f0190a6a2d809d754d5def788c4328fe3746744'],
    }),
    ('Werkzeug', '2.2.2', {
        'checksums': ['7ea2d48322cc7c0f8b3a215ed73eabd7b5d75d0b50e31ab006286ccff9e00b8f'],
    }),
    ('tensorboard-plugin-wit', '1.8.1', {
        'source_tmpl': 'tensorboard_plugin_wit-1.8.1-py3-none-any.whl',
        'checksums': ['ff26bdd583d155aa951ee3b152b3d0cffae8005dc697f72b44a8e8c2a77a8cbe'],
    }),
    ('tensorboard-data-server', '0.6.1', {
        'source_tmpl': 'tensorboard_data_server-0.6.1-py3-none-manylinux2010_x86_64.whl',
        'checksums': ['d8237580755e58eff68d1f3abefb5b1e39ae5c8b127cc40920f9c4fb33f4b98a'],
    }),
    ('Markdown', '3.4.1', {
        'checksums': ['3b809086bb6efad416156e00a0da66fe47618a5d6918dd688f53f40c8e4cfeff'],
    }),
    ('grpcio', '1.47.0', {
        'modulename': 'grpc',
        'preinstallopts': "export GRPC_PYTHON_BUILD_EXT_COMPILER_JOBS=%(parallel)s && ",
        'checksums': ['5dbba95fab9b35957b4977b8904fc1fa56b302f9051eff4d7716ebb0c087f801'],
    }),
    ('oauthlib', '3.2.0', {
        'checksums': ['23a8208d75b902797ea29fd31fa80a15ed9dc2c6c16fe73f5d346f83f6fa27a2'],
    }),
    ('requests-oauthlib', '1.3.1', {
        'checksums': ['75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a'],
    }),
    ('rsa', '4.9', {
        'checksums': ['e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21'],
    }),
    ('pyasn1-modules', '0.2.8', {
        'checksums': ['905f84c712230b2c592c19470d3ca8d552de726050d1d1716282a1f6146be65e'],
    }),
    ('cachetools', '5.2.0', {
        'checksums': ['6a94c6402995a99c3970cc7e4884bb60b4a8639938157eeed436098bf9831757'],
    }),
    ('google-auth', version, {
        'modulename': 'google.auth',
        'checksums': ['7904dbd44b745c7323fef29565adee2fe7ff48473e2d94443aced40b0404a395'],
    }),
    ('google-auth-oauthlib', '0.4.6', {
        'checksums': ['a90a072f6993f2c327067bf65270046384cda5a8ecb20b94ea9a687f1f233a7a'],
    }),
    ('absl-py', '1.2.0', {
        'modulename': 'absl',
        'checksums': ['f568809938c49abbda89826223c992b630afd23c638160ad7840cfe347710d97'],
    }),
    ('tensorboard', version, {
        'source_tmpl': 'tensorboard-2.9.1-py3-none-any.whl',
        'checksums': ['baa727f791776f9e5841d347127720ceed4bbd59c36b40604b95fb2ae6029276'],
    }),
    ('opt-einsum', '3.3.0', {
        'source_tmpl': 'opt_einsum-3.3.0-py3-none-any.whl',
        'checksums': ['2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147'],
    }),
    ('libclang', '14.0.6', {
        'modulename': 'clang',
        'checksums': ['9052a8284d8846984f6fa826b1d7460a66d3b23a486d782633b42b6e3b418789'],
    }),
    ('Keras-Preprocessing', '1.1.2', {
        'source_tmpl': 'Keras_Preprocessing-1.1.2-py2.py3-none-any.whl',
        'checksums': ['7b82029b130ff61cc99b55f3bd27427df4838576838c5b2f65940e4fcec99a7b'],
    }),
    ('keras', '2.9.0', {
        'source_tmpl': 'keras-2.9.0-py2.py3-none-any.whl',
        'checksums': ['55911256f89cfc9343c9fbe4b61ec45a2d33d89729cbe1ab9dcacf8b07b8b6ab'],
    }),
    ('google-pasta', '0.2.0', {
        'modulename': 'pasta',
        'checksums': ['c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e'],
    }),
    ('astor', '0.8.1', {
        'checksums': ['6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e'],
    }),
    ('astunparse', '1.6.3', {
        'checksums': ['5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872'],
    }),
    ('gast', '0.4.0', {
        'checksums': ['40feb7b8b8434785585ab224d1568b857edb18297e5a3047f1ba012bc83b42c1'],
    }),
    ('pythran', '0.9.11', {
        'checksums': ['a317f91e2aade9f6550dc3bf40b5caeb45b7e012daf27e2b3e4ad928edb01667'],
    }),
    ('beniget', '0.3.0', {
        'checksums': ['062c893be9cdf87c3144fb15041cce4d81c67107c1591952cd45fdce789a0ff1'],
    }),
    ('dill', '0.3.6', {
        'checksums': ['e5db55f3687856d8fbdab002ed78544e1c4559a130302693d839dfe8f93f2373'],
    }),
    ('portpicker', '1.5.2', {
        'checksums': ['c55683ad725f5c00a41bc7db0225223e8be024b1fa564d039ed3390e4fd48fb3'],
    }),
    ('tblib', '1.7.0', {
        'checksums': ['059bd77306ea7b419d4f76016aef6d7027cc8a0785579b5aad198803435f882c'],
    }),
    (name, version, {
        'patches': [
            'TensorFlow-2.1.0_fix-cuda-build.patch',
            'TensorFlow-2.4.0_add-ldl.patch',
            'TensorFlow-2.4.0_dont-use-var-lock.patch',
            'TensorFlow-2.5.0_add-support-for-large-core-systems.patch',
            'TensorFlow-2.5.0_disable-avx512-extensions.patch',
            'TensorFlow-2.5.0-fix-alias-violation-in-absl.patch',
            'TensorFlow-2.5.0_fix-crash-on-shutdown.patch',
            #'TensorFlow-2.7.1_remove-io-gcs-dependency.patch',
            'TensorFlow-2.7.1_fix_cpu_count.patch',
            #'TensorFlow-2.9.1_fix-protobuf-include-def.patch',
        ],
        'source_tmpl': 'v%(version)s.tar.gz',
        'source_urls': ['https://github.com/tensorflow/tensorflow/archive/'],
        'test_script': 'TensorFlow-2.x_mnist-test.py',
        'test_tag_filters_cpu': '-gpu,-tpu,-no_cuda_on_cpu_tap,-no_pip,-no_oss,-oss_serial,-benchmark-test,-v1only',
        'test_tag_filters_gpu': 'gpu,-no_gpu,-nogpu,-gpu_cupti,-no_cuda11,-no_pip,-no_oss,-oss_serial,-benchmark-test,-v1only',
        'test_targets': [
            '//tensorflow/core/...',
            '-//tensorflow/core:example_java_proto',
            '-//tensorflow/core/example:example_protos_closure',
            '//tensorflow/cc/...',
            '//tensorflow/c/...',
            '//tensorflow/python/...',
            '-//tensorflow/c/eager:c_api_test_gpu',
            '-//tensorflow/c/eager:c_api_distributed_test',
            '-//tensorflow/c/eager:c_api_distributed_test_gpu',
            '-//tensorflow/c/eager:c_api_cluster_test_gpu',
            '-//tensorflow/c/eager:c_api_remote_function_test_gpu',
            '-//tensorflow/c/eager:c_api_remote_test_gpu',
            '-//tensorflow/core/common_runtime:collective_param_resolver_local_test',
            '-//tensorflow/core/common_runtime:mkl_layout_pass_test',
            '-//tensorflow/core/kernels/mkl:mkl_fused_ops_test',
            '-//tensorflow/core/kernels/mkl:mkl_fused_batch_norm_op_test',
            '-//tensorflow/core/ir/importexport/tests/roundtrip/...',
        ],
        'testopts': "--test_timeout=3600 --test_size_filters=small",
        'testopts_gpu': "--test_timeout=3600 --test_size_filters=small --run_under=//tensorflow/tools/ci_build/gpu_build:parallel_gpu_execute",
        'with_xla': True,
        'checksums': [
            {'v2.10.0.tar.gz': 'b5a1bb04c84b6fe1538377e5a1f649bb5d5f0b2e3625a3c526ff3a8af88633e8'},
            {'TensorFlow-2.1.0_fix-cuda-build.patch':
             '78c20aeaa7784b8ceb46238a81e8c2461137d28e0b576deeba8357d23fbe1f5a'},
            {'TensorFlow-2.4.0_add-ldl.patch': '917ee7282e782e48673596d8917c3207e60e0851bb9acf230a2a439b067af2e3'},
            {'TensorFlow-2.4.0_dont-use-var-lock.patch':
             'b14f2493fd2edf79abd1c4f2dde6c98a3e7d5cb9c25ab9386df874d5f072d6b5'},
            {'TensorFlow-2.5.0_add-support-for-large-core-systems.patch':
             '915f3477d6407fafd48269fe1e684a05ce361d9b9b85e58686682df87760f636'},
            {'TensorFlow-2.5.0_disable-avx512-extensions.patch':
             '3655ce24c97569ac9738c07cac85347ba6f5c815ada95b19b606ffa46d4dda03'},
            {'TensorFlow-2.5.0-fix-alias-violation-in-absl.patch':
             '12454fda3330fb45cd380377e283f04488b40e0b8ae7378e786ddf731a581f75'},
            {'TensorFlow-2.5.0_fix-crash-on-shutdown.patch':
             '578c7493221ebd3dc25ca43d63a72cbb28fdf4112b1e2baa7390f25781bd78fd'},
            #{'TensorFlow-2.7.1_remove-io-gcs-dependency.patch':
            # '01c439749938f9fc23fe8de17592460aa46e201575a3f9465bfb6b39ca50ef20'},
            {'TensorFlow-2.7.1_fix_cpu_count.patch':
             '5427a4cff0afc2fe5b24776ae9ca3616c56a79c1fde0025b37bec24837bb0698'},
            #{'TensorFlow-2.9.1_fix-protobuf-include-def.patch':
            # '97ce554516857e6f94415bdd8a8cb201abb34e9297a4946f91143587f110eb6d'},
        ],
    }),
    ('promise', '2.3', {
        'checksums': ['dfd18337c523ba4b6a58801c164c1904a9d4d1b1747c7d5dbf45b693a49d93d0'],
    }),
    #('googleapis-common-protos', '1.56.4', {
    #    'modulename': 'google',
    #    'checksums': ['c25873c47279387cfdcbdafa36149887901d36202cb645a0e4f29686bf6e4417'],
    #}),
    ('tensorflow_metadata', '1.10.0', {
        'source_tmpl': '%(name)s-%(version)s-py3-none-any.whl',
        'checksums': ['e3ff528496105c0d73b2a402877525b1695635378fbe5c1b47ac7b3780816bb3'],
    }),
    ('etils', '0.8.0', {
        'checksums': ['d1d5af7bd9c784a273c4e1eccfaa8feaca5e0481a08717b5313fa231da22a903'],
    }),
    ('tensorflow-datasets', '4.7.0', {
        'source_tmpl': 'v%(version)s.tar.gz',
        'source_urls': ['https://github.com/tensorflow/datasets/archive'],
        'checksums': ['ed7c3b959d10ba762137e18b93631ab42f4ed0915bc3d9ce98ee66eef9c61418'],
    }),
]

cuda_compute_capabilities = ['8.0']

moduleclass = 'lib'