forked from mindspore-Ecosystem/mindspore
!14822 Fix cache client status reset and final flush
From: @lixiachen Reviewed-by: @robingrosman,@mikef Signed-off-by: @robingrosman
This commit is contained in:
commit
f451625ea9
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@ -179,6 +179,10 @@ Status CacheClient::CreateCache(uint32_t tree_crc, bool generate_id) {
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return Status(StatusCode::kMDDuplicateKey, __LINE__, __FILE__,
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"Not an error and we should bypass the build phase");
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}
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if (async_buffer_stream_) {
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// Reset the async buffer stream to its initial state. Any stale status and data would get cleaned up.
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RETURN_IF_NOT_OK(async_buffer_stream_->Reset());
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}
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} else {
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cinfo_.set_crc(tree_crc); // It's really a new cache we're creating so save our crc in the client
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// Now execute the cache create request using this identifier and other configs
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@ -343,7 +347,7 @@ bool CacheClient::CacheMissKeys::KeyIsCacheMiss(row_id_type key) {
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}
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}
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CacheClient::AsyncBufferStream::AsyncBufferStream() : cc_(nullptr), offset_addr_(-1), cur_(0), next_addr_(0) {}
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CacheClient::AsyncBufferStream::AsyncBufferStream() : cc_(nullptr), offset_addr_(-1), cur_(0) {}
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CacheClient::AsyncBufferStream::~AsyncBufferStream() {
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(void)vg_.ServiceStop();
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@ -426,8 +430,16 @@ Status CacheClient::AsyncBufferStream::SyncFlush(AsyncFlushFlag flag) {
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// If we are asked to wait, say this is the final flush, just wait for its completion.
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bool blocking = (flag & AsyncFlushFlag::kFlushBlocking) == AsyncFlushFlag::kFlushBlocking;
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if (blocking) {
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flush_rc_ = asyncWriter->rq->Wait();
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asyncWriter->rq.reset();
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// Make sure we are done with all the buffers
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for (auto i = 0; i < kNumAsyncBuffer; ++i) {
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if (buf_arr_[i].rq) {
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Status rc = buf_arr_[i].rq->Wait();
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if (rc.IsError()) {
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flush_rc_ = rc;
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}
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buf_arr_[i].rq.reset();
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}
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}
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}
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// Prepare for the next buffer.
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cur_ = (cur_ + 1) % kNumAsyncBuffer;
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@ -458,5 +470,17 @@ Status CacheClient::AsyncBufferStream::AsyncWriter::Write(int64_t sz, const std:
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++num_ele_;
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return Status::OK();
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}
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Status CacheClient::AsyncBufferStream::Reset() {
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// Clean up previous running state to be prepared for a new run.
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cur_ = 0;
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flush_rc_ = Status::OK();
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for (auto i = 0; i < kNumAsyncBuffer; ++i) {
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buf_arr_[i].bytes_avail_ = kAsyncBufferSize;
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buf_arr_[i].num_ele_ = 0;
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buf_arr_[i].rq.reset();
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}
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return Status::OK();
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}
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} // namespace dataset
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} // namespace mindspore
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@ -338,6 +338,9 @@ class CacheClient {
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/// \brief Release the shared memory during shutdown
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/// /note but needs comm layer to be alive.
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Status ReleaseBuffer();
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/// \brief Reset the AsyncBufferStream into its initial state
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/// \return Status object
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Status Reset();
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private:
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Status flush_rc_;
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@ -347,7 +350,6 @@ class CacheClient {
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int64_t offset_addr_;
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AsyncWriter buf_arr_[kNumAsyncBuffer];
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int32_t cur_;
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std::atomic<int64_t> next_addr_;
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};
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std::shared_ptr<AsyncBufferStream> async_buffer_stream_;
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};
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@ -127,6 +127,16 @@ HandleRcExit $? 0 0
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PytestCmd "test_cache_map.py" "test_cache_map_nested_repeat"
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HandleRcExit $? 0 0
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GetSession
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HandleRcExit $? 1 1
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export SESSION_ID=$session_id
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PytestCmd "test_cache_map.py" "test_cache_map_interrupt_and_rerun"
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HandleRcExit $? 0 0
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DestroySession $session_id
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HandleRcExit $? 1 1
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# Run two parallel pipelines (sharing cache)
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for i in $(seq 1 2)
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do
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@ -321,6 +331,26 @@ HandleRcExit $? 0 0
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PytestCmd "test_cache_nomap.py" "test_cache_nomap_pyfunc" 1
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HandleRcExit $? 0 0
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GetSession
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HandleRcExit $? 1 1
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export SESSION_ID=$session_id
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PytestCmd "test_cache_nomap.py" "test_cache_nomap_all_rows_cached"
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HandleRcExit $? 0 0
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DestroySession $session_id
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HandleRcExit $? 1 1
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GetSession
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HandleRcExit $? 1 1
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export SESSION_ID=$session_id
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PytestCmd "test_cache_nomap.py" "test_cache_nomap_interrupt_and_rerun"
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HandleRcExit $? 0 0
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DestroySession $session_id
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HandleRcExit $? 1 1
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for i in $(seq 1 3)
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do
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test_name="test_cache_nomap_multiple_cache${i}"
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@ -760,11 +760,11 @@ def test_cache_map_parameter_check():
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with pytest.raises(TypeError) as info:
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ds.DatasetCache(session_id="1", size=0)
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assert "Argument session_id with value 1 is not of type [<class 'int'>]" in str(info.value)
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assert "Argument session_id with value 1 is not of type" in str(info.value)
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with pytest.raises(TypeError) as info:
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ds.DatasetCache(session_id=None, size=0)
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assert "Argument session_id with value None is not of type [<class 'int'>]" in str(info.value)
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assert "Argument session_id with value None is not of type" in str(info.value)
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with pytest.raises(ValueError) as info:
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ds.DatasetCache(session_id=1, size=-1)
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@ -772,19 +772,19 @@ def test_cache_map_parameter_check():
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with pytest.raises(TypeError) as info:
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ds.DatasetCache(session_id=1, size="1")
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assert "Argument size with value 1 is not of type [<class 'int'>]" in str(info.value)
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assert "Argument size with value 1 is not of type" in str(info.value)
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with pytest.raises(TypeError) as info:
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ds.DatasetCache(session_id=1, size=None)
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assert "Argument size with value None is not of type [<class 'int'>]" in str(info.value)
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assert "Argument size with value None is not of type" in str(info.value)
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with pytest.raises(TypeError) as info:
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ds.DatasetCache(session_id=1, size=0, spilling="illegal")
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assert "Argument spilling with value illegal is not of type [<class 'bool'>]" in str(info.value)
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assert "Argument spilling with value illegal is not of type" in str(info.value)
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with pytest.raises(TypeError) as err:
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ds.DatasetCache(session_id=1, size=0, hostname=50052)
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assert "Argument hostname with value 50052 is not of type [<class 'str'>]" in str(err.value)
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assert "Argument hostname with value 50052 is not of type" in str(err.value)
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with pytest.raises(RuntimeError) as err:
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ds.DatasetCache(session_id=1, size=0, hostname="illegal")
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@ -796,11 +796,11 @@ def test_cache_map_parameter_check():
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with pytest.raises(TypeError) as info:
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ds.DatasetCache(session_id=1, size=0, port="illegal")
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assert "Argument port with value illegal is not of type [<class 'int'>]" in str(info.value)
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assert "Argument port with value illegal is not of type" in str(info.value)
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with pytest.raises(TypeError) as info:
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ds.DatasetCache(session_id=1, size=0, port="50052")
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assert "Argument port with value 50052 is not of type [<class 'int'>]" in str(info.value)
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assert "Argument port with value 50052 is not of type" in str(info.value)
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with pytest.raises(ValueError) as err:
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ds.DatasetCache(session_id=1, size=0, port=0)
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@ -2110,6 +2110,52 @@ def test_cache_map_nested_repeat():
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logger.info('test_cache_map_nested_repeat Ended.\n')
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@pytest.mark.skipif(os.environ.get('RUN_CACHE_TEST') != 'TRUE', reason="Require to bring up cache server")
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def test_cache_map_interrupt_and_rerun():
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"""
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Test interrupt a running pipeline and then re-use the same cache to run another pipeline
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cache
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Cifar10
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"""
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logger.info("Test cache map interrupt and rerun")
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if "SESSION_ID" in os.environ:
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session_id = int(os.environ['SESSION_ID'])
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else:
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raise RuntimeError("Testcase requires SESSION_ID environment variable")
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some_cache = ds.DatasetCache(session_id=session_id, size=0)
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ds1 = ds.Cifar10Dataset(CIFAR10_DATA_DIR, cache=some_cache)
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iter1 = ds1.create_dict_iterator()
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num_iter = 0
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with pytest.raises(AttributeError) as e:
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for _ in iter1:
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num_iter += 1
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if num_iter == 10:
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iter1.stop()
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assert "'DictIterator' object has no attribute '_runtime_context'" in str(e.value)
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num_epoch = 2
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iter2 = ds1.create_dict_iterator(num_epochs=num_epoch)
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epoch_count = 0
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for _ in range(num_epoch):
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num_iter = 0
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for _ in iter2:
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num_iter += 1
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logger.info("Number of data in ds1: {} ".format(num_iter))
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assert num_iter == 10000
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epoch_count += 1
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cache_stat = some_cache.GetStat()
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assert cache_stat.num_mem_cached == 10000
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logger.info("test_cache_map_interrupt_and_rerun Ended.\n")
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if __name__ == '__main__':
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# This is just a list of tests, don't try to run these tests with 'python test_cache_map.py'
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# since cache server is required to be brought up first
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@ -1193,6 +1193,58 @@ def test_cache_nomap_server_stop():
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logger.info("test_cache_nomap_server_stop Ended.\n")
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@pytest.mark.skipif(os.environ.get('RUN_CACHE_TEST') != 'TRUE', reason="Require to bring up cache server")
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def test_cache_nomap_interrupt_and_rerun():
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"""
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Test interrupt a running pipeline and then re-use the same cache to run another pipeline
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Cache
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RandomDataset
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"""
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logger.info("Test cache nomap interrupt and rerun")
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if "SESSION_ID" in os.environ:
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session_id = int(os.environ['SESSION_ID'])
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else:
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raise RuntimeError("Testcase requires SESSION_ID environment variable")
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schema = ds.Schema()
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schema.add_column('image', de_type=mstype.uint8,
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shape=[640, 480, 3]) # 921600 bytes (a bit less than 1 MB per image)
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schema.add_column('label', de_type=mstype.uint8, shape=[1])
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some_cache = ds.DatasetCache(session_id=session_id, size=0)
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# User-created sampler here
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ds1 = ds.RandomDataset(schema=schema, total_rows=10000, num_parallel_workers=4, cache=some_cache)
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iter1 = ds1.create_dict_iterator()
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num_iter = 0
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with pytest.raises(AttributeError) as e:
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for _ in iter1:
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num_iter += 1
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if num_iter == 10:
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iter1.stop()
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assert "'DictIterator' object has no attribute '_runtime_context'" in str(e.value)
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num_epoch = 2
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iter2 = ds1.create_dict_iterator(num_epochs=num_epoch)
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epoch_count = 0
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for _ in range(num_epoch):
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num_iter = 0
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for _ in iter2:
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num_iter += 1
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logger.info("Number of data in ds1: {} ".format(num_iter))
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assert num_iter == 10000
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epoch_count += 1
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cache_stat = some_cache.GetStat()
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assert cache_stat.num_mem_cached == 10000
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logger.info("test_cache_nomap_interrupt_and_rerun Ended.\n")
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@pytest.mark.skipif(os.environ.get('RUN_CACHE_TEST') != 'TRUE', reason="Require to bring up cache server")
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def test_cache_nomap_epoch_ctrl1():
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"""
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@ -2262,6 +2314,47 @@ def test_cache_nomap_pyfunc_function():
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logger.info("test_cache_nomap_pyfunc_function Ended.\n")
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@pytest.mark.skipif(os.environ.get('RUN_CACHE_TEST') != 'TRUE', reason="Require to bring up cache server")
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def test_cache_nomap_all_rows_cached():
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"""
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Make sure all rows are cached before we switch to the fetching phase
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Cache
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RandomDataset
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"""
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logger.info("Test cache nomap all rows cached")
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if "SESSION_ID" in os.environ:
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session_id = int(os.environ['SESSION_ID'])
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else:
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raise RuntimeError("Testcase requires SESSION_ID environment variable")
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schema = ds.Schema()
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schema.add_column('image', de_type=mstype.uint8,
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shape=[450, 450, 3])
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schema.add_column('label', de_type=mstype.uint8, shape=[1])
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some_cache = ds.DatasetCache(session_id=session_id, size=0)
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# easier to reproduce the problem with 271 total rows
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num_total_rows = 271
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# User-created sampler here
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ds1 = ds.RandomDataset(schema=schema, total_rows=num_total_rows, num_parallel_workers=4, cache=some_cache)
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iter1 = ds1.create_dict_iterator()
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num_iter = 0
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for _ in iter1:
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num_iter += 1
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logger.info("Number of data in ds1: {} ".format(num_iter))
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assert num_iter == num_total_rows
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cache_stat = some_cache.GetStat()
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assert cache_stat.num_mem_cached == num_total_rows
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logger.info("test_cache_nomap_all_rows_cached Ended.\n")
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if __name__ == '__main__':
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# This is just a list of tests, don't try to run these tests with 'python test_cache_nomap.py'
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# since cache server is required to be brought up first
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