From af97ba4a7788e2d9d683a59e1091c308e96f4e5c Mon Sep 17 00:00:00 2001 From: ckczzj Date: Wed, 2 Jun 2021 16:52:40 +0800 Subject: [PATCH] [feat][assistant][I3J6VH] add new data operator SBU --- .../ccsrc/minddata/dataset/api/datasets.cc | 22 ++ .../engine/ir/datasetops/source/bindings.cc | 11 + .../engine/datasetops/source/CMakeLists.txt | 1 + .../engine/datasetops/source/sbu_op.cc | 234 ++++++++++++++ .../dataset/engine/datasetops/source/sbu_op.h | 125 ++++++++ .../engine/ir/datasetops/dataset_node.h | 1 + .../ir/datasetops/source/CMakeLists.txt | 1 + .../engine/ir/datasetops/source/sbu_node.cc | 123 +++++++ .../engine/ir/datasetops/source/sbu_node.h | 97 ++++++ .../dataset/include/dataset/datasets.h | 72 +++++ .../dataset/include/dataset/samplers.h | 1 + mindspore/dataset/engine/datasets.py | 117 ++++++- mindspore/dataset/engine/validators.py | 30 ++ tests/ut/cpp/dataset/CMakeLists.txt | 1 + .../ut/cpp/dataset/c_api_dataset_sbu_test.cc | 188 +++++++++++ .../SBU_captioned_photo_dataset_captions.txt | 10 + .../SBU_captioned_photo_dataset_urls.txt | 10 + .../sbu_images/3_123_123456789_123456781.jpg | Bin 0 -> 159109 bytes .../sbu_images/3_123_123456789_123456783.jpg | Bin 0 -> 176455 bytes .../sbu_images/3_123_123456789_123456785.jpg | Bin 0 -> 211653 bytes .../sbu_images/3_123_123456789_123456787.jpg | Bin 0 -> 64631 bytes .../sbu_images/3_123_123456789_123456789.jpg | Bin 0 -> 54214 bytes tests/ut/python/dataset/test_datasets_sbu.py | 303 ++++++++++++++++++ 23 files changed, 1346 insertions(+), 1 deletion(-) create mode 100644 mindspore/ccsrc/minddata/dataset/engine/datasetops/source/sbu_op.cc create mode 100644 mindspore/ccsrc/minddata/dataset/engine/datasetops/source/sbu_op.h create mode 100644 mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/sbu_node.cc create mode 100644 mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/sbu_node.h create mode 100644 tests/ut/cpp/dataset/c_api_dataset_sbu_test.cc create mode 100644 tests/ut/data/dataset/testSBUDataset/SBU_captioned_photo_dataset_captions.txt create mode 100644 tests/ut/data/dataset/testSBUDataset/SBU_captioned_photo_dataset_urls.txt create mode 100644 tests/ut/data/dataset/testSBUDataset/sbu_images/3_123_123456789_123456781.jpg create mode 100644 tests/ut/data/dataset/testSBUDataset/sbu_images/3_123_123456789_123456783.jpg create mode 100644 tests/ut/data/dataset/testSBUDataset/sbu_images/3_123_123456789_123456785.jpg create mode 100644 tests/ut/data/dataset/testSBUDataset/sbu_images/3_123_123456789_123456787.jpg create mode 100644 tests/ut/data/dataset/testSBUDataset/sbu_images/3_123_123456789_123456789.jpg create mode 100644 tests/ut/python/dataset/test_datasets_sbu.py diff --git a/mindspore/ccsrc/minddata/dataset/api/datasets.cc b/mindspore/ccsrc/minddata/dataset/api/datasets.cc index 6f23d501857..a0609594db0 100644 --- a/mindspore/ccsrc/minddata/dataset/api/datasets.cc +++ b/mindspore/ccsrc/minddata/dataset/api/datasets.cc @@ -102,6 +102,7 @@ #include "minddata/dataset/engine/ir/datasetops/source/text_file_node.h" #include "minddata/dataset/engine/ir/datasetops/source/manifest_node.h" #include "minddata/dataset/engine/ir/datasetops/source/minddata_node.h" +#include "minddata/dataset/engine/ir/datasetops/source/sbu_node.h" #include "minddata/dataset/engine/ir/datasetops/source/tf_record_node.h" #include "minddata/dataset/engine/ir/datasetops/source/usps_node.h" #include "minddata/dataset/engine/ir/datasetops/source/voc_node.h" @@ -1277,6 +1278,27 @@ RandomDataDataset::RandomDataDataset(const int32_t &total_rows, const std::vecto ir_node_ = std::static_pointer_cast(ds); } +SBUDataset::SBUDataset(const std::vector &dataset_dir, bool decode, const std::shared_ptr &sampler, + const std::shared_ptr &cache) { + auto sampler_obj = sampler ? sampler->Parse() : nullptr; + auto ds = std::make_shared(CharToString(dataset_dir), decode, sampler_obj, cache); + ir_node_ = std::static_pointer_cast(ds); +} + +SBUDataset::SBUDataset(const std::vector &dataset_dir, bool decode, const Sampler *sampler, + const std::shared_ptr &cache) { + auto sampler_obj = sampler ? sampler->Parse() : nullptr; + auto ds = std::make_shared(CharToString(dataset_dir), decode, sampler_obj, cache); + ir_node_ = std::static_pointer_cast(ds); +} + +SBUDataset::SBUDataset(const std::vector &dataset_dir, bool decode, const std::reference_wrapper sampler, + const std::shared_ptr &cache) { + auto sampler_obj = sampler.get().Parse(); + auto ds = std::make_shared(CharToString(dataset_dir), decode, sampler_obj, cache); + ir_node_ = std::static_pointer_cast(ds); +} + TFRecordDataset::TFRecordDataset(const std::vector> &dataset_files, const std::vector &schema, const std::vector> &columns_list, int64_t num_samples, ShuffleMode shuffle, int32_t num_shards, int32_t shard_id, bool shard_equal_rows, diff --git a/mindspore/ccsrc/minddata/dataset/api/python/bindings/dataset/engine/ir/datasetops/source/bindings.cc b/mindspore/ccsrc/minddata/dataset/api/python/bindings/dataset/engine/ir/datasetops/source/bindings.cc index c87f9d5e01a..d3cd755ac41 100644 --- a/mindspore/ccsrc/minddata/dataset/api/python/bindings/dataset/engine/ir/datasetops/source/bindings.cc +++ b/mindspore/ccsrc/minddata/dataset/api/python/bindings/dataset/engine/ir/datasetops/source/bindings.cc @@ -44,6 +44,7 @@ #ifndef ENABLE_ANDROID #include "minddata/dataset/engine/ir/datasetops/source/manifest_node.h" #include "minddata/dataset/engine/ir/datasetops/source/minddata_node.h" +#include "minddata/dataset/engine/ir/datasetops/source/sbu_node.h" #include "minddata/dataset/engine/ir/datasetops/source/tf_record_node.h" #include "minddata/dataset/engine/ir/datasetops/source/usps_node.h" #include "minddata/dataset/engine/ir/datasetops/source/voc_node.h" @@ -264,6 +265,16 @@ PYBIND_REGISTER(RandomNode, 2, ([](const py::module *m) { })); })); +PYBIND_REGISTER(SBUNode, 2, ([](const py::module *m) { + (void)py::class_>(*m, "SBUNode", + "to create an SBUNode") + .def(py::init([](std::string dataset_dir, bool decode, py::handle sampler) { + auto sbu = std::make_shared(dataset_dir, decode, toSamplerObj(sampler), nullptr); + THROW_IF_ERROR(sbu->ValidateParams()); + return sbu; + })); + })); + PYBIND_REGISTER(TextFileNode, 2, ([](const py::module *m) { (void)py::class_>(*m, "TextFileNode", "to create a TextFileNode") diff --git a/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/CMakeLists.txt b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/CMakeLists.txt index cfa1a688d1e..5bfc24eaf2f 100644 --- a/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/CMakeLists.txt +++ b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/CMakeLists.txt @@ -10,6 +10,7 @@ set(DATASET_ENGINE_DATASETOPS_SOURCE_SRC_FILES cifar_op.cc random_data_op.cc celeba_op.cc + sbu_op.cc text_file_op.cc clue_op.cc csv_op.cc diff --git a/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/sbu_op.cc b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/sbu_op.cc new file mode 100644 index 00000000000..9cb73b95916 --- /dev/null +++ b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/sbu_op.cc @@ -0,0 +1,234 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +#include "minddata/dataset/engine/datasetops/source/sbu_op.h" + +#include +#include +#include +#include +#include + +#include "debug/common.h" +#include "minddata/dataset/core/config_manager.h" +#include "minddata/dataset/core/tensor_shape.h" +#include "minddata/dataset/engine/datasetops/source/sampler/sequential_sampler.h" +#include "minddata/dataset/engine/db_connector.h" +#include "minddata/dataset/engine/execution_tree.h" +#include "utils/ms_utils.h" + +namespace mindspore { +namespace dataset { +SBUOp::SBUOp(const std::string &folder_path, bool decode, std::unique_ptr data_schema, + std::shared_ptr sampler, int32_t num_workers, int32_t queue_size) + : MappableLeafOp(num_workers, queue_size, std::move(sampler)), + folder_path_(folder_path), + decode_(decode), + url_path_(""), + caption_path_(""), + image_folder_(""), + data_schema_(std::move(data_schema)) { + io_block_queues_.Init(num_workers, queue_size); +} + +void SBUOp::Print(std::ostream &out, bool show_all) const { + if (!show_all) { + // Call the super class for displaying any common 1-liner info + ParallelOp::Print(out, show_all); + // Then show any custom derived-internal 1-liner info for this op + out << "\n"; + } else { + // Call the super class for displaying any common detailed info + ParallelOp::Print(out, show_all); + // Then show any custom derived-internal stuff + out << "\nNumber of rows: " << num_rows_ << "\nSBU directory: " << folder_path_ + << "\nDecode: " << (decode_ ? "yes" : "no") << "\n\n"; + } +} + +// Load 1 TensorRow (image, caption) using 1 SBUImageCaptionPair. +Status SBUOp::LoadTensorRow(row_id_type row_id, TensorRow *trow) { + RETURN_UNEXPECTED_IF_NULL(trow); + + SBUImageCaptionPair image_caption_pair = image_caption_pairs_[row_id]; + Path path = image_caption_pair.first; + + std::shared_ptr image, caption; + RETURN_IF_NOT_OK(ReadImageToTensor(path.ToString(), &image)); + RETURN_IF_NOT_OK(Tensor::CreateScalar(image_caption_pair.second, &caption)); + + (*trow) = TensorRow(row_id, {std::move(image), std::move(caption)}); + trow->setPath({path.ToString()}); + return Status::OK(); +} + +Status SBUOp::ReadImageToTensor(const std::string &path, std::shared_ptr *tensor) { + RETURN_IF_NOT_OK(Tensor::CreateFromFile(path, tensor)); + if (decode_ == true) { + Status rc = Decode(*tensor, tensor); + if (rc.IsError()) { + RETURN_STATUS_UNEXPECTED("Invalid data, failed to decode image: " + path); + } + } + return Status::OK(); +} + +Status SBUOp::ComputeColMap() { + // set the column name map (base class field) + if (column_name_id_map_.empty()) { + for (int32_t i = 0; i < data_schema_->NumColumns(); ++i) { + column_name_id_map_[data_schema_->Column(i).Name()] = i; + } + } else { + MS_LOG(WARNING) << "Column name map is already set!"; + } + return Status::OK(); +} + +Status SBUOp::CountTotalRows(const std::string &dir, int64_t *count) { + RETURN_UNEXPECTED_IF_NULL(count); + *count = 0; + + auto schema = std::make_unique(); + RETURN_IF_NOT_OK(schema->AddColumn(ColDescriptor("image", DataType(DataType::DE_UINT8), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK(schema->AddColumn(ColDescriptor("caption", DataType(DataType::DE_UINT8), TensorImpl::kFlexible, 1))); + + const int64_t num_samples = 0; + const int64_t start_index = 0; + auto sampler = std::make_shared(start_index, num_samples); + + std::shared_ptr cfg = GlobalContext::config_manager(); + int32_t num_workers = cfg->num_parallel_workers(); + int32_t op_connector_size = cfg->op_connector_size(); + + // compat does not affect the count result, so set it to true default. + auto op = std::make_shared(dir, true, std::move(schema), std::move(sampler), num_workers, op_connector_size); + + // the logic of counting the number of samples + RETURN_IF_NOT_OK(op->ParseSBUData()); + *count = op->image_caption_pairs_.size(); + + return Status::OK(); +} + +Status SBUOp::LaunchThreadsAndInitOp() { + if (tree_ == nullptr) { + RETURN_STATUS_UNEXPECTED("Pipeline init failed, Execution tree not set."); + } + RETURN_IF_NOT_OK(io_block_queues_.Register(tree_->AllTasks())); + RETURN_IF_NOT_OK(wait_for_workers_post_.Register(tree_->AllTasks())); + RETURN_IF_NOT_OK( + tree_->LaunchWorkers(num_workers_, std::bind(&SBUOp::WorkerEntry, this, std::placeholders::_1), "", id())); + TaskManager::FindMe()->Post(); + + RETURN_IF_NOT_OK(this->ParseSBUData()); + RETURN_IF_NOT_OK(this->InitSampler()); // handle shake with sampler + return Status::OK(); +} + +Status SBUOp::ParseSBUData() { + const Path url_file_name("SBU_captioned_photo_dataset_urls.txt"); + const Path caption_file_name("SBU_captioned_photo_dataset_captions.txt"); + const Path image_folder_name("sbu_images"); + auto real_folder_path = Common::GetRealPath(folder_path_); + CHECK_FAIL_RETURN_UNEXPECTED(real_folder_path.has_value(), "Get real path failed: " + folder_path_); + Path root_dir(real_folder_path.value()); + + url_path_ = root_dir / url_file_name; + CHECK_FAIL_RETURN_UNEXPECTED(url_path_.Exists() && !url_path_.IsDirectory(), + "Invalid file, failed to find SBU url file: " + url_path_.ToString()); + MS_LOG(INFO) << "SBU operator found url file " << url_path_.ToString() << "."; + + caption_path_ = root_dir / caption_file_name; + CHECK_FAIL_RETURN_UNEXPECTED(caption_path_.Exists() && !caption_path_.IsDirectory(), + "Invalid file, failed to find SBU caption file: " + caption_path_.ToString()); + MS_LOG(INFO) << "SBU operator found caption file " << caption_path_.ToString() << "."; + + image_folder_ = root_dir / image_folder_name; + CHECK_FAIL_RETURN_UNEXPECTED(image_folder_.Exists() && image_folder_.IsDirectory(), + "Invalid folder, failed to find SBU image folder: " + image_folder_.ToString()); + MS_LOG(INFO) << "SBU operator found image folder " << image_folder_.ToString() << "."; + + std::ifstream url_file_reader; + std::ifstream caption_file_reader; + + url_file_reader.open(url_path_.ToString(), std::ios::in); + caption_file_reader.open(caption_path_.ToString(), std::ios::in); + + CHECK_FAIL_RETURN_UNEXPECTED(url_file_reader.is_open(), + "Invalid file, failed to open SBU url file: " + url_path_.ToString()); + CHECK_FAIL_RETURN_UNEXPECTED(caption_file_reader.is_open(), + "Invalid file, failed to open SBU caption file: " + caption_path_.ToString()); + + Status rc = GetAvailablePairs(url_file_reader, caption_file_reader); + url_file_reader.close(); + caption_file_reader.close(); + if (rc.IsError()) { + return rc; + } + + return Status::OK(); +} + +Status SBUOp::GetAvailablePairs(std::ifstream &url_file_reader, std::ifstream &caption_file_reader) { + std::string url_line; + std::string caption_line; + int64_t line_num = 0; + + while (std::getline(url_file_reader, url_line) && std::getline(caption_file_reader, caption_line)) { + CHECK_FAIL_RETURN_UNEXPECTED( + (url_line.empty() && caption_line.empty()) || (!url_line.empty() && !caption_line.empty()), + "Invalid data, SBU url and caption file are mismatched: " + url_path_.ToString() + " and " + + caption_path_.ToString()); + if (!url_line.empty() && !caption_line.empty()) { + line_num++; + RETURN_IF_NOT_OK(this->ParsePair(url_line, caption_line)); + } + } + + image_caption_pairs_.shrink_to_fit(); + + CHECK_FAIL_RETURN_UNEXPECTED(image_caption_pairs_.size() > 0, "No valid images in " + image_folder_.ToString()); + + // base field of RandomAccessOp + num_rows_ = image_caption_pairs_.size(); + + return Status::OK(); +} + +Status SBUOp::ParsePair(const std::string &url, const std::string &caption) { + std::string image_name = url.substr(23, std::string::npos); + RETURN_IF_NOT_OK(this->ReplaceAll(&image_name, "/", "_")); + + Path image_path = image_folder_ / Path(image_name); + if (image_path.Exists() && !image_path.IsDirectory()) { + // rstrip caption + image_caption_pairs_.emplace_back(std::make_pair(image_path, caption.substr(0, caption.find_last_not_of(" ") + 1))); + } + + return Status::OK(); +} + +Status SBUOp::ReplaceAll(std::string *str, const std::string &from, const std::string &to) { + size_t pos = 0; + while ((pos = str->find(from, pos)) != std::string::npos) { + str->replace(pos, from.length(), to); + pos += to.length(); + } + return Status::OK(); +} + +} // namespace dataset +} // namespace mindspore diff --git a/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/sbu_op.h b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/sbu_op.h new file mode 100644 index 00000000000..4be92063b77 --- /dev/null +++ b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/sbu_op.h @@ -0,0 +1,125 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +#ifndef MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_DATASETOPS_SOURCE_SBU_OP_H_ +#define MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_DATASETOPS_SOURCE_SBU_OP_H_ + +#include +#include +#include +#include +#include +#include + +#include "minddata/dataset/core/tensor.h" +#include "minddata/dataset/engine/data_schema.h" +#include "minddata/dataset/engine/datasetops/parallel_op.h" +#include "minddata/dataset/engine/datasetops/source/mappable_leaf_op.h" +#include "minddata/dataset/engine/datasetops/source/sampler/sampler.h" +#include "minddata/dataset/util/path.h" +#include "minddata/dataset/util/queue.h" +#include "minddata/dataset/util/status.h" +#include "minddata/dataset/util/wait_post.h" + +namespace mindspore { +namespace dataset { + +using SBUImageCaptionPair = std::pair; + +class SBUOp : public MappableLeafOp { + public: + // Constructor. + // @param const std::string &folder_path - dir directory of SBU data file. + // @param bool decode - whether to decode images. + // @param std::unique_ptr data_schema - the schema of the SBU dataset. + // @param std::unique_ptr sampler - sampler tells SBUOp what to read. + // @param int32_t num_workers - number of workers reading images in parallel. + // @param int32_t queue_size - connector queue size. + SBUOp(const std::string &folder_path, bool decode, std::unique_ptr data_schema, + std::shared_ptr sampler, int32_t num_workers, int32_t queue_size); + + // Destructor. + ~SBUOp() = default; + + // Op name getter. + // @return std::string - Name of the current Op. + std::string Name() const override { return "SBUOp"; } + + // A print method typically used for debugging. + // @param std::ostream &out - out stream. + // @param bool show_all - whether to show all information. + void Print(std::ostream &out, bool show_all) const override; + + // Function to count the number of samples in the SBU dataset. + // @param const std::string &dir - path to the SBU directory. + // @param int64_t *count - output arg that will hold the minimum of the actual dataset size and numSamples. + // @return Status - The status code returned. + static Status CountTotalRows(const std::string &dir, int64_t *count); + + private: + // Load a tensor row according to a pair. + // @param row_id_type row_id - id for this tensor row. + // @param TensorRow row - image & label read into this tensor row. + // @return Status - The status code returned. + Status LoadTensorRow(row_id_type row_id, TensorRow *row) override; + + // Private function for computing the assignment of the column name map. + // @return Status - The status code returned. + Status ComputeColMap() override; + + // Called first when function is called. + // @return Status - The status code returned. + Status LaunchThreadsAndInitOp() override; + + // @param const std::string &path - path to the image file. + // @param std::shared_ptr tensor - tensor to store image. + // @return Status - The status code returned. + Status ReadImageToTensor(const std::string &path, std::shared_ptr *tensor); + + // Parse SBU data file. + // @return Status - The status code returned. + Status ParseSBUData(); + + // Get available image-caption pairs. + // @param std::ifstream &url_file_reader - url file reader. + // @param std::ifstream &caption_file_reader - caption file reader. + // @return Status - The status code returned. + Status GetAvailablePairs(std::ifstream &url_file_reader, std::ifstream &caption_file_reader); + + // Parse path-caption pair. + // @param const std::string &url - image url. + // @param const std::string &caption - caption. + // @return Status - The status code returned. + Status ParsePair(const std::string &url, const std::string &caption); + + // A util for string replace. + // @param std::string *str - string to be replaces. + // @param const std::string &from - string from. + // @param const std::string &to - string to. + // @return Status - The status code returned. + Status ReplaceAll(std::string *str, const std::string &from, const std::string &to); + + std::string folder_path_; // directory of data files + const bool decode_; + std::unique_ptr data_schema_; + + Path url_path_; + Path caption_path_; + Path image_folder_; + std::vector image_caption_pairs_; +}; +} // namespace dataset +} // namespace mindspore +#endif // MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_DATASETOPS_SOURCE_SBU_OP_H_ diff --git a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/dataset_node.h b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/dataset_node.h index c2f84be0819..60bece025d8 100644 --- a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/dataset_node.h +++ b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/dataset_node.h @@ -90,6 +90,7 @@ constexpr char kManifestNode[] = "ManifestDataset"; constexpr char kMindDataNode[] = "MindDataDataset"; constexpr char kMnistNode[] = "MnistDataset"; constexpr char kRandomNode[] = "RandomDataset"; +constexpr char kSBUNode[] = "SBUDataset"; constexpr char kTextFileNode[] = "TextFileDataset"; constexpr char kTFRecordNode[] = "TFRecordDataset"; constexpr char kUSPSNode[] = "USPSDataset"; diff --git a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/CMakeLists.txt b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/CMakeLists.txt index 23afdc1e20c..6f5b3b2209b 100644 --- a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/CMakeLists.txt +++ b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/CMakeLists.txt @@ -18,6 +18,7 @@ set(DATASET_ENGINE_IR_DATASETOPS_SOURCE_SRC_FILES minddata_node.cc mnist_node.cc random_node.cc + sbu_node.cc text_file_node.cc tf_record_node.cc usps_node.cc diff --git a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/sbu_node.cc b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/sbu_node.cc new file mode 100644 index 00000000000..397b5c41bb1 --- /dev/null +++ b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/sbu_node.cc @@ -0,0 +1,123 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "minddata/dataset/engine/ir/datasetops/source/sbu_node.h" + +#include +#include +#include +#include + +#include "minddata/dataset/engine/datasetops/source/sbu_op.h" +#include "minddata/dataset/util/status.h" + +namespace mindspore { +namespace dataset { + +SBUNode::SBUNode(const std::string &dataset_dir, bool decode, const std::shared_ptr &sampler, + const std::shared_ptr &cache) + : MappableSourceNode(std::move(cache)), dataset_dir_(dataset_dir), decode_(decode), sampler_(sampler) {} + +std::shared_ptr SBUNode::Copy() { + std::shared_ptr sampler = (sampler_ == nullptr) ? nullptr : sampler_->SamplerCopy(); + auto node = std::make_shared(dataset_dir_, decode_, sampler, cache_); + return node; +} + +void SBUNode::Print(std::ostream &out) const { + out << (Name() + "(dataset dir: " + dataset_dir_ + ", decode: " + (decode_ ? "true" : "false") + + ", cache: " + ((cache_ != nullptr) ? "true" : "false") + ")"); +} + +Status SBUNode::ValidateParams() { + RETURN_IF_NOT_OK(DatasetNode::ValidateParams()); + RETURN_IF_NOT_OK(ValidateDatasetDirParam("SBUNode", dataset_dir_)); + RETURN_IF_NOT_OK(ValidateDatasetSampler("SBUNode", sampler_)); + + Path root_dir(dataset_dir_); + + Path url_path = root_dir / Path("SBU_captioned_photo_dataset_urls.txt"); + Path caption_path = root_dir / Path("SBU_captioned_photo_dataset_captions.txt"); + Path image_path = root_dir / Path("sbu_images"); + + RETURN_IF_NOT_OK(ValidateDatasetFilesParam("SBUNode", {url_path.ToString()})); + RETURN_IF_NOT_OK(ValidateDatasetFilesParam("SBUNode", {caption_path.ToString()})); + RETURN_IF_NOT_OK(ValidateDatasetDirParam("SBUNode", {image_path.ToString()})); + + return Status::OK(); +} + +Status SBUNode::Build(std::vector> *const node_ops) { + // Do internal Schema generation. + auto schema = std::make_unique(); + RETURN_IF_NOT_OK(schema->AddColumn(ColDescriptor("image", DataType(DataType::DE_UINT8), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK(schema->AddColumn(ColDescriptor("caption", DataType(DataType::DE_UINT8), TensorImpl::kFlexible, 1))); + std::shared_ptr sampler_rt = nullptr; + RETURN_IF_NOT_OK(sampler_->SamplerBuild(&sampler_rt)); + + auto op = std::make_shared(dataset_dir_, decode_, std::move(schema), std::move(sampler_rt), num_workers_, + connector_que_size_); + op->set_total_repeats(GetTotalRepeats()); + op->set_num_repeats_per_epoch(GetNumRepeatsPerEpoch()); + node_ops->push_back(op); + + return Status::OK(); +} + +// Get the shard id of node +Status SBUNode::GetShardId(int32_t *shard_id) { + *shard_id = sampler_->ShardId(); + + return Status::OK(); +} + +// Get Dataset size +Status SBUNode::GetDatasetSize(const std::shared_ptr &size_getter, bool estimate, + int64_t *dataset_size) { + if (dataset_size_ > 0) { + *dataset_size = dataset_size_; + return Status::OK(); + } + int64_t num_rows, sample_size; + RETURN_IF_NOT_OK(SBUOp::CountTotalRows(dataset_dir_, &num_rows)); + std::shared_ptr sampler_rt = nullptr; + RETURN_IF_NOT_OK(sampler_->SamplerBuild(&sampler_rt)); + sample_size = sampler_rt->CalculateNumSamples(num_rows); + if (sample_size == -1) { + RETURN_IF_NOT_OK(size_getter->DryRun(shared_from_this(), &sample_size)); + } + *dataset_size = sample_size; + dataset_size_ = *dataset_size; + return Status::OK(); +} + +Status SBUNode::to_json(nlohmann::json *out_json) { + nlohmann::json args, sampler_args; + RETURN_IF_NOT_OK(sampler_->to_json(&sampler_args)); + args["sampler"] = sampler_args; + args["num_parallel_workers"] = num_workers_; + args["dataset_dir"] = dataset_dir_; + args["decode"] = decode_; + if (cache_ != nullptr) { + nlohmann::json cache_args; + RETURN_IF_NOT_OK(cache_->to_json(&cache_args)); + args["cache"] = cache_args; + } + *out_json = args; + return Status::OK(); +} +} // namespace dataset +} // namespace mindspore diff --git a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/sbu_node.h b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/sbu_node.h new file mode 100644 index 00000000000..76a23fbc709 --- /dev/null +++ b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/sbu_node.h @@ -0,0 +1,97 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#ifndef MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_IR_DATASETOPS_SOURCE_SBU_NODE_H_ +#define MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_IR_DATASETOPS_SOURCE_SBU_NODE_H_ + +#include +#include +#include + +#include "minddata/dataset/engine/ir/datasetops/dataset_node.h" + +namespace mindspore { +namespace dataset { + +class SBUNode : public MappableSourceNode { + public: + /// \brief Constructor. + SBUNode(const std::string &dataset_dir, bool decode, const std::shared_ptr &sampler, + const std::shared_ptr &cache); + + /// \brief Destructor. + ~SBUNode() = default; + + /// \brief Node name getter. + /// \return Name of the current node. + std::string Name() const override { return kSBUNode; } + + /// \brief Print the description. + /// \param out - The output stream to write output to. + void Print(std::ostream &out) const override; + + /// \brief Copy the node to a new object. + /// \return A shared pointer to the new copy. + std::shared_ptr Copy() override; + + /// \brief a base class override function to create the required runtime dataset op objects for this class. + /// \param node_ops - A vector containing shared pointer to the Dataset Ops that this object will create. + /// \return Status Status::OK() if build successfully. + Status Build(std::vector> *const node_ops) override; + + /// \brief Parameters validation. + /// \return Status Status::OK() if all the parameters are valid. + Status ValidateParams() override; + + /// \brief Get the shard id of node. + /// \param[in] shard_id The shard id. + /// \return Status Status::OK() if get shard id successfully. + Status GetShardId(int32_t *shard_id) override; + + /// \brief Base-class override for GetDatasetSize. + /// \param[in] size_getter Shared pointer to DatasetSizeGetter. + /// \param[in] estimate This is only supported by some of the ops and it's used to speed up the process of getting + /// dataset size at the expense of accuracy. + /// \param[out] dataset_size the size of the dataset. + /// \return Status of the function. + Status GetDatasetSize(const std::shared_ptr &size_getter, bool estimate, + int64_t *dataset_size) override; + + /// \brief Getter functions. + const std::string &DatasetDir() const { return dataset_dir_; } + bool Decode() const { return decode_; } + + /// \brief Get the arguments of node. + /// \param[out] out_json JSON string of all attributes. + /// \return Status of the function. + Status to_json(nlohmann::json *out_json) override; + + /// \brief Sampler getter. + /// \return SamplerObj of the current node. + std::shared_ptr Sampler() override { return sampler_; } + + /// \brief Sampler setter. + void SetSampler(std::shared_ptr sampler) override { sampler_ = sampler; } + + private: + std::string dataset_dir_; + bool decode_; + std::shared_ptr sampler_; +}; + +} // namespace dataset +} // namespace mindspore +#endif // MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_IR_DATASETOPS_SOURCE_SBU_NODE_H_ diff --git a/mindspore/ccsrc/minddata/dataset/include/dataset/datasets.h b/mindspore/ccsrc/minddata/dataset/include/dataset/datasets.h index 379bf48b68f..ccbc7bff6f7 100644 --- a/mindspore/ccsrc/minddata/dataset/include/dataset/datasets.h +++ b/mindspore/ccsrc/minddata/dataset/include/dataset/datasets.h @@ -2332,6 +2332,78 @@ std::shared_ptr RandomData(const int32_t &total_rows = 0, con return ds; } +/// \class SBUDataset +/// \brief A source dataset that reads and parses SBU dataset. +class SBUDataset : public Dataset { + public: + /// \brief Constructor of SBUDataset. + /// \param[in] dataset_dir Path to the root directory that contains the dataset. + /// \param[in] decode Decode the images after reading. + /// \param[in] sampler Shared pointer to a sampler object used to choose samples from the dataset. If sampler is not + /// given, a `RandomSampler` will be used to randomly iterate the entire dataset. + /// \param[in] cache Tensor cache to use. + explicit SBUDataset(const std::vector &dataset_dir, bool decode, const std::shared_ptr &sampler, + const std::shared_ptr &cache); + + /// \brief Constructor of SBUDataset. + /// \param[in] dataset_dir Path to the root directory that contains the dataset. + /// \param[in] decode Decode the images after reading. + /// \param[in] sampler Raw pointer to a sampler object used to choose samples from the dataset. + /// \param[in] cache Tensor cache to use. + explicit SBUDataset(const std::vector &dataset_dir, bool decode, const Sampler *sampler, + const std::shared_ptr &cache); + + /// \brief Constructor of SBUDataset. + /// \param[in] dataset_dir Path to the root directory that contains the dataset. + /// \param[in] decode Decode the images after reading. + /// \param[in] sampler Sampler object used to choose samples from the dataset. + /// \param[in] cache Tensor cache to use. + explicit SBUDataset(const std::vector &dataset_dir, bool decode, const std::reference_wrapper sampler, + const std::shared_ptr &cache); + + /// Destructor of SBUDataset. + ~SBUDataset() = default; +}; + +/// \brief Function to create a SBUDataset. +/// \notes The generated dataset has two columns ["image", "caption"]. +/// \param[in] dataset_dir Path to the root directory that contains the dataset. +/// \param[in] decode Decode the images after reading (default=false). +/// \param[in] sampler Shared pointer to a sampler object used to choose samples from the dataset. If sampler is not +/// given, a `RandomSampler` will be used to randomly iterate the entire dataset (default = RandomSampler()). +/// \param[in] cache Tensor cache to use (default=nullptr which means no cache is used). +/// \return Shared pointer to the current SBUDataset. +inline std::shared_ptr SBU(const std::string &dataset_dir, bool decode = false, + const std::shared_ptr &sampler = std::make_shared(), + const std::shared_ptr &cache = nullptr) { + return std::make_shared(StringToChar(dataset_dir), decode, sampler, cache); +} + +/// \brief Function to create a SBUDataset. +/// \notes The generated dataset has two columns ["image", "caption"]. +/// \param[in] dataset_dir Path to the root directory that contains the dataset. +/// \param[in] decode Decode the images after reading. +/// \param[in] sampler Raw pointer to a sampler object used to choose samples from the dataset. +/// \param[in] cache Tensor cache to use (default=nullptr which means no cache is used). +/// \return Shared pointer to the current SBUDataset. +inline std::shared_ptr SBU(const std::string &dataset_dir, bool decode, const Sampler *sampler, + const std::shared_ptr &cache = nullptr) { + return std::make_shared(StringToChar(dataset_dir), decode, sampler, cache); +} + +/// \brief Function to create a SBUDataset. +/// \notes The generated dataset has two columns ["image", "caption"]. +/// \param[in] dataset_dir Path to the root directory that contains the dataset. +/// \param[in] decode Decode the images after reading. +/// \param[in] sampler Sampler object used to choose samples from the dataset. +/// \param[in] cache Tensor cache to use (default=nullptr which means no cache is used). +/// \return Shared pointer to the current SBUDataset. +inline std::shared_ptr SBU(const std::string &dataset_dir, bool decode, + const std::reference_wrapper sampler, + const std::shared_ptr &cache = nullptr) { + return std::make_shared(StringToChar(dataset_dir), decode, sampler, cache); +} + /// \class TextFileDataset /// \brief A source dataset that reads and parses datasets stored on disk in text format. class TextFileDataset : public Dataset { diff --git a/mindspore/ccsrc/minddata/dataset/include/dataset/samplers.h b/mindspore/ccsrc/minddata/dataset/include/dataset/samplers.h index 39aca11f7a3..59898d4d4f2 100644 --- a/mindspore/ccsrc/minddata/dataset/include/dataset/samplers.h +++ b/mindspore/ccsrc/minddata/dataset/include/dataset/samplers.h @@ -45,6 +45,7 @@ class Sampler : std::enable_shared_from_this { friend class MindDataDataset; friend class MnistDataset; friend class RandomDataDataset; + friend class SBUDataset; friend class TextFileDataset; friend class TFRecordDataset; friend class USPSDataset; diff --git a/mindspore/dataset/engine/datasets.py b/mindspore/dataset/engine/datasets.py index 1d91a69da9b..19fff61997f 100644 --- a/mindspore/dataset/engine/datasets.py +++ b/mindspore/dataset/engine/datasets.py @@ -64,7 +64,8 @@ from .validators import check_batch, check_shuffle, check_map, check_filter, che check_add_column, check_textfiledataset, check_concat, check_random_dataset, check_split, \ check_bucket_batch_by_length, check_cluedataset, check_save, check_csvdataset, check_paddeddataset, \ check_tuple_iterator, check_dict_iterator, check_schema, check_to_device_send, check_flickr_dataset, \ - check_sb_dataset, check_flowers102dataset, check_cityscapes_dataset, check_usps_dataset, check_div2k_dataset + check_sb_dataset, check_flowers102dataset, check_cityscapes_dataset, check_usps_dataset, check_div2k_dataset, \ + check_sbu_dataset from ..core.config import get_callback_timeout, _init_device_info, get_enable_shared_mem, get_num_parallel_workers, \ get_prefetch_size from ..core.datatypes import mstype_to_detype, mstypelist_to_detypelist @@ -5612,6 +5613,120 @@ class CSVDataset(SourceDataset): self.num_samples, self.shuffle_flag, self.num_shards, self.shard_id) +class SBUDataset(MappableDataset): + """ + A source dataset for reading and parsing the SBU dataset. + + The generated dataset has two columns :py:obj:`[image, caption]`. + The tensor of column :py:obj:`image` is of the uint8 type. + The tensor of column :py:obj:`caption` is of the string type. + + Args: + dataset_dir (str): Path to the root directory that contains the dataset. + decode (bool, optional): Decode the images after reading (default=False). + num_samples (int, optional): The number of images to be included in the dataset + (default=None, will read all images). + num_parallel_workers (int, optional): Number of workers to read the data + (default=None, will use value set in the config). + shuffle (bool, optional): Whether or not to perform shuffle on the dataset + (default=None, expected order behavior shown in the table). + sampler (Sampler, optional): Object used to choose samples from the + dataset (default=None, expected order behavior shown in the table). + num_shards (int, optional): Number of shards that the dataset will be divided into (default=None). + When this argument is specified, `num_samples` reflects the max sample number of per shard. + shard_id (int, optional): The shard ID within `num_shards` (default=None). This + argument can only be specified when `num_shards` is also specified. + cache (DatasetCache, optional): Use tensor caching service to speed up dataset processing. + (default=None, which means no cache is used). + + Raises: + RuntimeError: If dataset_dir does not contain data files. + RuntimeError: If num_parallel_workers exceeds the max thread numbers. + RuntimeError: If sampler and shuffle are specified at the same time. + RuntimeError: If sampler and sharding are specified at the same time. + RuntimeError: If num_shards is specified but shard_id is None. + RuntimeError: If shard_id is specified but num_shards is None. + ValueError: If shard_id is invalid (< 0 or >= num_shards). + + Note: + - This dataset can take in a sampler. 'sampler' and 'shuffle' are mutually exclusive. + The table below shows what input arguments are allowed and their expected behavior. + + .. list-table:: Expected Order Behavior of Using 'sampler' and 'shuffle' + :widths: 25 25 50 + :header-rows: 1 + + * - Parameter 'sampler' + - Parameter 'shuffle' + - Expected Order Behavior + * - None + - None + - random order + * - None + - True + - random order + * - None + - False + - sequential order + * - Sampler object + - None + - order defined by sampler + * - Sampler object + - True + - not allowed + * - Sampler object + - False + - not allowed + + Examples: + >>> sbu_dataset_dir = "/path/to/sbu_dataset_directory" + >>> # Read 3 samples from SBU dataset + >>> dataset = ds.SBUDataset(dataset_dir=sbu_dataset_dir, num_samples=3) + + About SBU dataset: + + SBU dataset is a large captioned photo collection. + It contains one million images with associated visually relevant captions. + + You should manually download the images using official download.m by replacing 'urls{i}(24, end)' with + 'urls{i}(24:1:end)' and keep the directory as below. + + .. code-block:: + + . + └─ dataset_dir + ├── SBU_captioned_photo_dataset_captions.txt + ├── SBU_captioned_photo_dataset_urls.txt + └── sbu_images + ├── m_3326_3596303505_3ce4c20529.jpg + ├── ...... + └── m_2522_4182181099_c3c23ab1cc.jpg + + Citation: + + .. code-block:: + + @inproceedings{Ordonez:2011:im2text, + Author = {Vicente Ordonez and Girish Kulkarni and Tamara L. Berg}, + Title = {Im2Text: Describing Images Using 1 Million Captioned Photographs}, + Booktitle = {Neural Information Processing Systems ({NIPS})}, + Year = {2011}, + } + """ + + @check_sbu_dataset + def __init__(self, dataset_dir, num_samples=None, num_parallel_workers=None, shuffle=None, decode=False, + sampler=None, num_shards=None, shard_id=None, cache=None): + super().__init__(num_parallel_workers=num_parallel_workers, sampler=sampler, num_samples=num_samples, + shuffle=shuffle, num_shards=num_shards, shard_id=shard_id, cache=cache) + + self.dataset_dir = dataset_dir + self.decode = replace_none(decode, False) + + def parse(self, children=None): + return cde.SBUNode(self.dataset_dir, self.decode, self.sampler) + + class _Flowers102Dataset: """ Mainly for loading Flowers102 Dataset, and return one row each time. diff --git a/mindspore/dataset/engine/validators.py b/mindspore/dataset/engine/validators.py index b9be31d0bf6..20714edbf32 100644 --- a/mindspore/dataset/engine/validators.py +++ b/mindspore/dataset/engine/validators.py @@ -122,6 +122,36 @@ def check_manifestdataset(method): return new_method +def check_sbu_dataset(method): + """A wrapper that wraps a parameter checker around the original Dataset(SBUDataset).""" + + @wraps(method) + def new_method(self, *args, **kwargs): + _, param_dict = parse_user_args(method, *args, **kwargs) + + nreq_param_int = ['num_samples', 'num_parallel_workers', 'num_shards', 'shard_id'] + nreq_param_bool = ['shuffle', 'decode'] + + dataset_dir = param_dict.get('dataset_dir') + check_dir(dataset_dir) + + check_file(os.path.join(dataset_dir, "SBU_captioned_photo_dataset_urls.txt")) + check_file(os.path.join(dataset_dir, "SBU_captioned_photo_dataset_captions.txt")) + check_dir(os.path.join(dataset_dir, "sbu_images")) + + validate_dataset_param_value(nreq_param_int, param_dict, int) + validate_dataset_param_value(nreq_param_bool, param_dict, bool) + + check_sampler_shuffle_shard_options(param_dict) + + cache = param_dict.get('cache') + check_cache_option(cache) + + return method(self, *args, **kwargs) + + return new_method + + def check_tfrecorddataset(method): """A wrapper that wraps a parameter checker around the original Dataset(TFRecordDataset).""" diff --git a/tests/ut/cpp/dataset/CMakeLists.txt b/tests/ut/cpp/dataset/CMakeLists.txt index e5c28d2d1f3..be6bf54ab35 100644 --- a/tests/ut/cpp/dataset/CMakeLists.txt +++ b/tests/ut/cpp/dataset/CMakeLists.txt @@ -30,6 +30,7 @@ SET(DE_UT_SRCS c_api_dataset_ops_test.cc c_api_dataset_randomdata_test.cc c_api_dataset_save.cc + c_api_dataset_sbu_test.cc c_api_dataset_textfile_test.cc c_api_dataset_tfrecord_test.cc c_api_dataset_usps_test.cc diff --git a/tests/ut/cpp/dataset/c_api_dataset_sbu_test.cc b/tests/ut/cpp/dataset/c_api_dataset_sbu_test.cc new file mode 100644 index 00000000000..ec87a4209dc --- /dev/null +++ b/tests/ut/cpp/dataset/c_api_dataset_sbu_test.cc @@ -0,0 +1,188 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +#include "common/common.h" + +#include "minddata/dataset/include/dataset/datasets.h" + +using namespace mindspore::dataset; +using mindspore::dataset::DataType; +using mindspore::dataset::Tensor; +using mindspore::dataset::TensorShape; + +class MindDataTestPipeline : public UT::DatasetOpTesting { + protected: +}; + +TEST_F(MindDataTestPipeline, TestSBUDataset) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestSBUDataset."; + + // Create a SBU Dataset + std::string folder_path = datasets_root_path_ + "/testSBUDataset/"; + std::shared_ptr ds = SBU(folder_path, true, std::make_shared(false, 5)); + EXPECT_NE(ds, nullptr); + + // Create an iterator over the result of the above dataset + // This will trigger the creation of the Execution Tree and launch it. + std::shared_ptr iter = ds->CreateIterator(); + EXPECT_NE(iter, nullptr); + + // Iterate the dataset and get each row + std::unordered_map row; + ASSERT_OK(iter->GetNextRow(&row)); + + EXPECT_NE(row.find("image"), row.end()); + EXPECT_NE(row.find("caption"), row.end()); + + uint64_t i = 0; + while (row.size() != 0) { + i++; + auto image = row["image"]; + MS_LOG(INFO) << "Tensor image shape: " << image.Shape(); + ASSERT_OK(iter->GetNextRow(&row)); + } + + EXPECT_EQ(i, 5); + + // Manually terminate the pipeline + iter->Stop(); +} + +TEST_F(MindDataTestPipeline, TestSBUDatasetWithPipeline) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestSBUDatasetWithPipeline."; + + // Create two SBU Dataset + std::string folder_path = datasets_root_path_ + "/testSBUDataset/"; + std::shared_ptr ds1 = SBU(folder_path, true, std::make_shared(false, 5)); + std::shared_ptr ds2 = SBU(folder_path, true, std::make_shared(false, 5)); + EXPECT_NE(ds1, nullptr); + EXPECT_NE(ds2, nullptr); + + // Create two Repeat operation on ds + int32_t repeat_num = 1; + ds1 = ds1->Repeat(repeat_num); + EXPECT_NE(ds1, nullptr); + repeat_num = 1; + ds2 = ds2->Repeat(repeat_num); + EXPECT_NE(ds2, nullptr); + + // Create two Project operation on ds + std::vector column_project = {"image", "caption"}; + ds1 = ds1->Project(column_project); + EXPECT_NE(ds1, nullptr); + ds2 = ds2->Project(column_project); + EXPECT_NE(ds2, nullptr); + + // Create a Concat operation on the ds + ds1 = ds1->Concat({ds2}); + EXPECT_NE(ds1, nullptr); + + // Create an iterator over the result of the above dataset + // This will trigger the creation of the Execution Tree and launch it. + std::shared_ptr iter = ds1->CreateIterator(); + EXPECT_NE(iter, nullptr); + + // Iterate the dataset and get each row + std::unordered_map row; + ASSERT_OK(iter->GetNextRow(&row)); + + EXPECT_NE(row.find("image"), row.end()); + EXPECT_NE(row.find("caption"), row.end()); + + uint64_t i = 0; + while (row.size() != 0) { + i++; + auto image = row["image"]; + MS_LOG(INFO) << "Tensor image shape: " << image.Shape(); + ASSERT_OK(iter->GetNextRow(&row)); + } + + EXPECT_EQ(i, 10); + + // Manually terminate the pipeline + iter->Stop(); +} + +TEST_F(MindDataTestPipeline, TestGetSBUDatasetSize) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestGetSBUDatasetSize."; + + // Create a SBU Dataset + std::string folder_path = datasets_root_path_ + "/testSBUDataset/"; + std::shared_ptr ds = SBU(folder_path, true); + EXPECT_NE(ds, nullptr); + + EXPECT_EQ(ds->GetDatasetSize(), 5); +} + +TEST_F(MindDataTestPipeline, TestSBUDatasetGetters) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestSBUDatasetGetters."; + + // Create a SBU Dataset + std::string folder_path = datasets_root_path_ + "/testSBUDataset/"; + std::shared_ptr ds = SBU(folder_path, true); + EXPECT_NE(ds, nullptr); + + EXPECT_EQ(ds->GetDatasetSize(), 5); + std::vector types = ToDETypes(ds->GetOutputTypes()); + std::vector shapes = ToTensorShapeVec(ds->GetOutputShapes()); + std::vector column_names = {"image", "caption"}; + EXPECT_EQ(types.size(), 2); + EXPECT_EQ(types[0].ToString(), "uint8"); + EXPECT_EQ(types[1].ToString(), "string"); + + EXPECT_EQ(ds->GetBatchSize(), 1); + EXPECT_EQ(ds->GetRepeatCount(), 1); + + EXPECT_EQ(ds->GetDatasetSize(), 5); + EXPECT_EQ(ToDETypes(ds->GetOutputTypes()), types); + EXPECT_EQ(ToTensorShapeVec(ds->GetOutputShapes()), shapes); + EXPECT_EQ(ds->GetNumClasses(), -1); + + EXPECT_EQ(ds->GetColumnNames(), column_names); + EXPECT_EQ(ds->GetDatasetSize(), 5); + EXPECT_EQ(ToDETypes(ds->GetOutputTypes()), types); + EXPECT_EQ(ToTensorShapeVec(ds->GetOutputShapes()), shapes); + EXPECT_EQ(ds->GetBatchSize(), 1); + EXPECT_EQ(ds->GetRepeatCount(), 1); + EXPECT_EQ(ds->GetNumClasses(), -1); + EXPECT_EQ(ds->GetDatasetSize(), 5); +} + +TEST_F(MindDataTestPipeline, TestSBUDatasetFail) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestSBUDatasetFail."; + + // Create a SBU Dataset + std::shared_ptr ds = SBU("", true, std::make_shared(false, 10)); + EXPECT_NE(ds, nullptr); + + // Create an iterator over the result of the above dataset + std::shared_ptr iter = ds->CreateIterator(); + // Expect failure: invalid SBU input + EXPECT_EQ(iter, nullptr); +} + +TEST_F(MindDataTestPipeline, TestSBUDatasetWithNullSamplerFail) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestSBUDatasetWithNullSamplerFail."; + + // Create a SBU Dataset + std::string folder_path = datasets_root_path_ + "/testSBUDataset/"; + std::shared_ptr ds = SBU(folder_path, true, nullptr); + EXPECT_NE(ds, nullptr); + + // Create an iterator over the result of the above dataset + std::shared_ptr iter = ds->CreateIterator(); + // Expect failure: invalid SBU input, sampler cannot be nullptr + EXPECT_EQ(iter, nullptr); +} diff --git a/tests/ut/data/dataset/testSBUDataset/SBU_captioned_photo_dataset_captions.txt b/tests/ut/data/dataset/testSBUDataset/SBU_captioned_photo_dataset_captions.txt new file mode 100644 index 00000000000..6b6f9b36cbe --- /dev/null +++ b/tests/ut/data/dataset/testSBUDataset/SBU_captioned_photo_dataset_captions.txt @@ -0,0 +1,10 @@ + This is 0 + This is 1. + This is 2 + This is 3. + This is 4 + This is 5. + This is 6 + This is 7. + This is 8 + This is 9. \ No newline at end of file diff --git a/tests/ut/data/dataset/testSBUDataset/SBU_captioned_photo_dataset_urls.txt b/tests/ut/data/dataset/testSBUDataset/SBU_captioned_photo_dataset_urls.txt new file mode 100644 index 00000000000..b1de26072a9 --- /dev/null +++ b/tests/ut/data/dataset/testSBUDataset/SBU_captioned_photo_dataset_urls.txt @@ -0,0 +1,10 @@ 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z{6pzQ6pY7@x@lXeqKc)kp2Vy7X-|46p#vP1G5fSpR!D?!Dn$FDiYNhF?;3aU3Mi^V z6m>N8`>ph%ie&T_KGgol=|vO(&i??7JawXqvPUI5*XczRAQ1Hw@+hL12s_h~iYfI0 z$El{jYAB(IM(S!q(uyb$v2`@{>L{Xt3D|vU(e(UiqJ{&9M*35f@|00X2f6u;6j4Y= F|JkTVMF{`^ literal 0 HcmV?d00001 diff --git a/tests/ut/python/dataset/test_datasets_sbu.py b/tests/ut/python/dataset/test_datasets_sbu.py new file mode 100644 index 00000000000..b3601f5e540 --- /dev/null +++ b/tests/ut/python/dataset/test_datasets_sbu.py @@ -0,0 +1,303 @@ +# Copyright 2021 Huawei Technologies Co., Ltd +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== +""" +Test USPS dataset operators +""" +import os + +import matplotlib.pyplot as plt +import numpy as np +import pytest +from PIL import Image + +import mindspore.dataset as ds +import mindspore.dataset.vision.c_transforms as vision +from mindspore import log as logger + +DATA_DIR = "../data/dataset/testSBUDataset" +WRONG_DIR = "../data/dataset/testMnistData" + + +def load_sbu(path): + """ + load SBU data + """ + images = [] + captions = [] + + file1 = os.path.realpath(os.path.join(path, 'SBU_captioned_photo_dataset_urls.txt')) + file2 = os.path.realpath(os.path.join(path, 'SBU_captioned_photo_dataset_captions.txt')) + + for line1, line2 in zip(open(file1), open(file2)): + url = line1.rstrip() + image = url[23:].replace("/", "_") + filename = os.path.join(path, 'sbu_images', image) + if os.path.exists(filename): + caption = line2.rstrip() + images.append(np.asarray(Image.open(filename).convert('RGB')).astype(np.uint8)) + captions.append(caption) + return images, captions + + +def visualize_dataset(images, captions): + """ + Helper function to visualize the dataset samples + """ + num_samples = len(images) + for i in range(num_samples): + plt.subplot(1, num_samples, i + 1) + plt.imshow(images[i].squeeze()) + plt.title(captions[i]) + plt.show() + + +def test_sbu_content_check(): + """ + Validate SBUDataset image readings + """ + logger.info("Test SBUDataset Op with content check") + dataset = ds.SBUDataset(DATA_DIR, decode=True, num_samples=50, shuffle=False) + images, captions = load_sbu(DATA_DIR) + num_iter = 0 + # in this example, each dictionary has keys "image" and "caption" + for i, data in enumerate(dataset.create_dict_iterator(num_epochs=1, output_numpy=True)): + assert data["image"].shape == images[i].shape + assert data["caption"].item().decode("utf8") == captions[i] + num_iter += 1 + assert num_iter == 5 + + +def test_sbu_case(): + """ + Validate SBUDataset cases + """ + dataset = ds.SBUDataset(DATA_DIR, decode=True) + + dataset = dataset.map(operations=[vision.Resize((224, 224))], input_columns=["image"]) + repeat_num = 4 + dataset = dataset.repeat(repeat_num) + batch_size = 2 + dataset = dataset.batch(batch_size, drop_remainder=True, pad_info={}) + + num = 0 + for _ in dataset.create_dict_iterator(num_epochs=1, output_numpy=True): + num += 1 + # 4 x 5 / 2 + assert num == 10 + + dataset = ds.SBUDataset(DATA_DIR, decode=False) + + dataset = dataset.map(operations=[vision.Decode(rgb=True), vision.Resize((224, 224))], input_columns=["image"]) + repeat_num = 4 + dataset = dataset.repeat(repeat_num) + batch_size = 2 + dataset = dataset.batch(batch_size, drop_remainder=True, pad_info={}) + + num = 0 + for _ in dataset.create_dict_iterator(num_epochs=1, output_numpy=True): + num += 1 + # 4 x 5 / 2 + assert num == 10 + + +def test_sbu_basic(): + """ + Validate SBUDataset + """ + logger.info("Test SBUDataset Op") + + # case 1: test loading whole dataset + dataset = ds.SBUDataset(DATA_DIR, decode=True) + num_iter = 0 + for _ in dataset.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + assert num_iter == 5 + + + # case 2: test num_samples + dataset = ds.SBUDataset(DATA_DIR, decode=True, num_samples=5) + num_iter = 0 + for _ in dataset.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + assert num_iter == 5 + + # case 3: test repeat + dataset = ds.SBUDataset(DATA_DIR, decode=True, num_samples=5) + dataset = dataset.repeat(5) + num_iter = 0 + for _ in dataset.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + assert num_iter == 25 + + # case 4: test batch + dataset = ds.SBUDataset(DATA_DIR, decode=True, num_samples=5) + assert dataset.get_dataset_size() == 5 + assert dataset.get_batch_size() == 1 + + num_iter = 0 + for _ in dataset.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + assert num_iter == 5 + + # case 5: test get_class_indexing + dataset = ds.SBUDataset(DATA_DIR, decode=True, num_samples=5) + assert dataset.get_class_indexing() == {} + + # case 6: test get_col_names + dataset = ds.SBUDataset(DATA_DIR, decode=True, num_samples=5) + assert dataset.get_col_names() == ["image", "caption"] + + +def test_sbu_sequential_sampler(): + """ + Test SBUDataset with SequentialSampler + """ + logger.info("Test SBUDataset Op with SequentialSampler") + num_samples = 5 + sampler = ds.SequentialSampler(num_samples=num_samples) + dataset_1 = ds.SBUDataset(DATA_DIR, decode=True, sampler=sampler) + dataset_2 = ds.SBUDataset(DATA_DIR, decode=True, shuffle=False, num_samples=num_samples) + + num_iter = 0 + for item1, item2 in zip(dataset_1.create_dict_iterator(num_epochs=1, output_numpy=True), + dataset_2.create_dict_iterator(num_epochs=1, output_numpy=True)): + np.testing.assert_array_equal(item1["caption"], item2["caption"]) + num_iter += 1 + assert num_iter == num_samples + + +def test_sbu_exception(): + """ + Test error cases for SBUDataset + """ + logger.info("Test error cases for SBUDataset") + error_msg_1 = "sampler and shuffle cannot be specified at the same time" + with pytest.raises(RuntimeError, match=error_msg_1): + ds.SBUDataset(DATA_DIR, decode=True, shuffle=False, sampler=ds.SequentialSampler()) + + error_msg_2 = "sampler and sharding cannot be specified at the same time" + with pytest.raises(RuntimeError, match=error_msg_2): + ds.SBUDataset(DATA_DIR, decode=True, sampler=ds.SequentialSampler(), num_shards=2, shard_id=0) + + error_msg_3 = "num_shards is specified and currently requires shard_id as well" + with pytest.raises(RuntimeError, match=error_msg_3): + ds.SBUDataset(DATA_DIR, decode=True, num_shards=10) + + error_msg_4 = "shard_id is specified but num_shards is not" + with pytest.raises(RuntimeError, match=error_msg_4): + ds.SBUDataset(DATA_DIR, decode=True, shard_id=0) + + error_msg_5 = "Input shard_id is not within the required interval" + with pytest.raises(ValueError, match=error_msg_5): + ds.SBUDataset(DATA_DIR, decode=True, num_shards=5, shard_id=-1) + with pytest.raises(ValueError, match=error_msg_5): + ds.SBUDataset(DATA_DIR, decode=True, num_shards=5, shard_id=5) + with pytest.raises(ValueError, match=error_msg_5): + ds.SBUDataset(DATA_DIR, decode=True, num_shards=2, shard_id=5) + + error_msg_6 = "num_parallel_workers exceeds" + with pytest.raises(ValueError, match=error_msg_6): + ds.SBUDataset(DATA_DIR, decode=True, shuffle=False, num_parallel_workers=0) + with pytest.raises(ValueError, match=error_msg_6): + ds.SBUDataset(DATA_DIR, decode=True, shuffle=False, num_parallel_workers=256) + with pytest.raises(ValueError, match=error_msg_6): + ds.SBUDataset(DATA_DIR, decode=True, shuffle=False, num_parallel_workers=-2) + + error_msg_7 = "Argument shard_id" + with pytest.raises(TypeError, match=error_msg_7): + ds.SBUDataset(DATA_DIR, decode=True, num_shards=2, shard_id="0") + + def exception_func(item): + raise Exception("Error occur!") + + error_msg_8 = "The corresponding data files" + with pytest.raises(RuntimeError, match=error_msg_8): + dataset = ds.SBUDataset(DATA_DIR, decode=True) + dataset = dataset.map(operations=exception_func, input_columns=["image"], num_parallel_workers=1) + for _ in dataset.__iter__(): + pass + + with pytest.raises(RuntimeError, match=error_msg_8): + dataset = ds.SBUDataset(DATA_DIR, decode=True) + dataset = dataset.map(operations=vision.Decode(), input_columns=["image"], num_parallel_workers=1) + for _ in dataset.__iter__(): + pass + + error_msg_9 = "does not exist or permission denied" + with pytest.raises(ValueError, match=error_msg_9): + dataset = ds.SBUDataset(WRONG_DIR, decode=True) + for _ in dataset.__iter__(): + pass + + error_msg_10 = "Argument decode with value" + with pytest.raises(TypeError, match=error_msg_10): + dataset = ds.SBUDataset(DATA_DIR, decode="not_bool") + for _ in dataset.__iter__(): + pass + + +def test_sbu_visualize(plot=False): + """ + Visualize SBUDataset results + """ + logger.info("Test SBUDataset visualization") + + dataset = ds.SBUDataset(DATA_DIR, decode=True, num_samples=10, shuffle=False) + num_iter = 0 + image_list, caption_list = [], [] + for item in dataset.create_dict_iterator(num_epochs=1, output_numpy=True): + image = item["image"] + caption = item["caption"].item().decode("utf8") + image_list.append(image) + caption_list.append("caption {}".format(caption)) + assert isinstance(image, np.ndarray) + + assert image.dtype == np.uint8 + assert isinstance(caption, str) + num_iter += 1 + assert num_iter == 5 + if plot: + visualize_dataset(image_list, caption_list) + + +def test_sbu_decode(): + """ + Validate SBUDataset image readings + """ + logger.info("Test SBUDataset decode flag") + + sampler = ds.SequentialSampler(num_samples=50) + dataset = ds.SBUDataset(dataset_dir=DATA_DIR, decode=False, sampler=sampler) + dataset_1 = dataset.map(operations=[vision.Decode(rgb=True)], input_columns=["image"]) + + dataset_2 = ds.SBUDataset(dataset_dir=DATA_DIR, decode=True, sampler=sampler) + + num_iter = 0 + for item1, item2 in zip(dataset_1.create_dict_iterator(num_epochs=1, output_numpy=True), + dataset_2.create_dict_iterator(num_epochs=1, output_numpy=True)): + np.testing.assert_array_equal(item1["caption"], item2["caption"]) + num_iter += 1 + + assert num_iter == 5 + + +if __name__ == '__main__': + test_sbu_content_check() + test_sbu_basic() + test_sbu_case() + test_sbu_sequential_sampler() + test_sbu_exception() + test_sbu_visualize(plot=True) + test_sbu_decode()