From 7369e3240ccda572283ab1fac7f901d09fd86d08 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Mon, 6 Sep 2021 12:44:36 +0200 Subject: [PATCH 01/66] Skeleton in Place + Build Correctly --- tensorflow_io/core/filesystems/BUILD | 1 + tensorflow_io/core/filesystems/dfs/BUILD | 22 +++++++++++++++++++ .../core/filesystems/dfs/dfs_filesystem.cc | 0 .../core/filesystems/filesystem_plugins.cc | 3 ++- .../core/filesystems/filesystem_plugins.h | 6 +++++ 5 files changed, 31 insertions(+), 1 deletion(-) create mode 100644 tensorflow_io/core/filesystems/dfs/BUILD create mode 100644 tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc diff --git a/tensorflow_io/core/filesystems/BUILD b/tensorflow_io/core/filesystems/BUILD index 780b6a2e4..5e612c605 100644 --- a/tensorflow_io/core/filesystems/BUILD +++ b/tensorflow_io/core/filesystems/BUILD @@ -39,6 +39,7 @@ cc_library( "//tensorflow_io/core/filesystems/hdfs", "//tensorflow_io/core/filesystems/http", "//tensorflow_io/core/filesystems/s3", + "//tensorflow_io/core/filesystems/dfs", ], alwayslink = 1, ) diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD new file mode 100644 index 000000000..99ee70e53 --- /dev/null +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -0,0 +1,22 @@ +licenses(["notice"]) # Apache 2.0 + +package(default_visibility = ["//visibility:public"]) + +load( + "//:tools/build/tensorflow_io.bzl", + "tf_io_copts", +) + +cc_library( + name = "dfs", + srcs = [ + "dfs_filesystem.cc", + ], + copts = tf_io_copts(), + linkstatic = True, + deps = [ + "//tensorflow_io/core/filesystems:filesystem_plugins_header", + "@com_google_absl//absl/strings", + ], + alwayslink = 1, +) \ No newline at end of file diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc new file mode 100644 index 000000000..e69de29bb diff --git a/tensorflow_io/core/filesystems/filesystem_plugins.cc b/tensorflow_io/core/filesystems/filesystem_plugins.cc index 5db773bf3..9631246bb 100644 --- a/tensorflow_io/core/filesystems/filesystem_plugins.cc +++ b/tensorflow_io/core/filesystems/filesystem_plugins.cc @@ -29,7 +29,7 @@ limitations under the License. TFIO_PLUGIN_EXPORT void TF_InitPlugin(TF_FilesystemPluginInfo* info) { info->plugin_memory_allocate = tensorflow::io::plugin_memory_allocate; info->plugin_memory_free = tensorflow::io::plugin_memory_free; - info->num_schemes = 7; + info->num_schemes = 8; info->ops = static_cast( tensorflow::io::plugin_memory_allocate(info->num_schemes * sizeof(info->ops[0]))); @@ -40,4 +40,5 @@ TFIO_PLUGIN_EXPORT void TF_InitPlugin(TF_FilesystemPluginInfo* info) { tensorflow::io::hdfs::ProvideFilesystemSupportFor(&info->ops[4], "hdfs"); tensorflow::io::hdfs::ProvideFilesystemSupportFor(&info->ops[5], "viewfs"); tensorflow::io::hdfs::ProvideFilesystemSupportFor(&info->ops[6], "har"); + tensorflow::io::dfs::ProvideFilesystemSupportFor(&info->ops[7], "dfs"); } diff --git a/tensorflow_io/core/filesystems/filesystem_plugins.h b/tensorflow_io/core/filesystems/filesystem_plugins.h index b3e708a37..3ec23cebd 100644 --- a/tensorflow_io/core/filesystems/filesystem_plugins.h +++ b/tensorflow_io/core/filesystems/filesystem_plugins.h @@ -50,6 +50,12 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri); } // namespace s3 +namespace dfs { + +void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri); + +} // namespace dfs + } // namespace io } // namespace tensorflow From 230aadda6b4403d21bc4810ec4dac431843b2a09 Mon Sep 17 00:00:00 2001 From: root Date: Fri, 10 Sep 2021 17:26:31 +0000 Subject: [PATCH 02/66] Parsing Function Added and Tested Separately --- .../core/filesystems/dfs/dfs_filesystem.cc | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index e69de29bb..b701f5af2 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -0,0 +1,13 @@ +#include + + +void ParseDFSPath(const std::string& path, std::string* pool_uuid, + std::string* cont_uuid, std::string* filename) { + //parse DFS path in the format of dfs://// + size_t pool_start = path.find("://") + 3; + size_t cont_start = path.find("/", pool_start) + 1; + size_t file_start = path.find("/", cont_start) + 1; + *pool_uuid = path.substr(pool_start, cont_start - pool_start - 1); + *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); + *filename = path.substr(file_start); +} From 17a21d7547cff7e4b778c1683069aeac777c2cf8 Mon Sep 17 00:00:00 2001 From: root Date: Sun, 12 Sep 2021 09:32:59 +0000 Subject: [PATCH 03/66] DAOS library installed as an http archive and linked --- WORKSPACE | 11 +++++++++++ tensorflow_io/core/filesystems/dfs/BUILD | 1 + tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc | 5 +++++ third_party/daos.BUILD | 8 ++++++++ 4 files changed, 25 insertions(+) create mode 100644 third_party/daos.BUILD diff --git a/WORKSPACE b/WORKSPACE index 6297d1ef4..f6a0b9d4c 100644 --- a/WORKSPACE +++ b/WORKSPACE @@ -275,6 +275,17 @@ http_archive( ], ) +http_archive( + name = "daos", + build_file = "//third_party:daos.BUILD", + sha256 = "81a946ab2b495912e4d97182af41a48982c40e9511ce50514a5a2d31ddc8faf2", + strip_prefix = "daos-1.3.102-tb", + urls = [ + "https://storage.googleapis.com/mirror.tensorflow.org/github.com/daos-stack/daos/archive/refs/tags/v1.3.102-tb.tar.gz", + "https://github.com/daos-stack/daos/archive/refs/tags/v1.3.102-tb.tar.gz", + ], +) + http_archive( name = "dav1d", build_file = "//third_party:dav1d.BUILD", diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index 99ee70e53..9bd72b14a 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -17,6 +17,7 @@ cc_library( deps = [ "//tensorflow_io/core/filesystems:filesystem_plugins_header", "@com_google_absl//absl/strings", + "@daos", ], alwayslink = 1, ) \ No newline at end of file diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index b701f5af2..8c46568dd 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -1,5 +1,9 @@ #include +extern "C" { +#include +} + void ParseDFSPath(const std::string& path, std::string* pool_uuid, std::string* cont_uuid, std::string* filename) { @@ -10,4 +14,5 @@ void ParseDFSPath(const std::string& path, std::string* pool_uuid, *pool_uuid = path.substr(pool_start, cont_start - pool_start - 1); *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); *filename = path.substr(file_start); + daos_init(); } diff --git a/third_party/daos.BUILD b/third_party/daos.BUILD new file mode 100644 index 000000000..80f3a30cc --- /dev/null +++ b/third_party/daos.BUILD @@ -0,0 +1,8 @@ +package(default_visibility = ["//visibility:public"]) + +cc_library( + name = "daos", + includes = ["src/include"], + copts = [], +) + From 20900e9f85fa5e0c7af75dab8d9d3f4f37e9bf43 Mon Sep 17 00:00:00 2001 From: root Date: Sun, 12 Sep 2021 10:07:41 +0000 Subject: [PATCH 04/66] Removed DAOS API call test --- tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc | 1 - 1 file changed, 1 deletion(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 8c46568dd..5105f4027 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -14,5 +14,4 @@ void ParseDFSPath(const std::string& path, std::string* pool_uuid, *pool_uuid = path.substr(pool_start, cont_start - pool_start - 1); *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); *filename = path.substr(file_start); - daos_init(); } From c1970e9dd16238c55482a1286f41b825490dc72b Mon Sep 17 00:00:00 2001 From: root Date: Sun, 12 Sep 2021 11:57:52 +0000 Subject: [PATCH 05/66] Linking DAOS Shared Libraries --- tensorflow_io/core/filesystems/dfs/BUILD | 1 + 1 file changed, 1 insertion(+) diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index 9bd72b14a..34e133d6b 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -19,5 +19,6 @@ cc_library( "@com_google_absl//absl/strings", "@daos", ], + linkopts = ["-ldaos"], alwayslink = 1, ) \ No newline at end of file From b1c0128eb1dad1ef6ae353c5779dce5c7cbef916 Mon Sep 17 00:00:00 2001 From: root Date: Wed, 15 Sep 2021 10:57:04 +0000 Subject: [PATCH 06/66] Added Skeleton + Connect/Disconnect Functionality --- tensorflow_io/core/filesystems/dfs/BUILD | 6 +- .../core/filesystems/dfs/dfs_filesystem.cc | 128 +++++++++++++++++- .../core/filesystems/dfs/dfs_filesystem.h | 59 ++++++++ 3 files changed, 188 insertions(+), 5 deletions(-) create mode 100644 tensorflow_io/core/filesystems/dfs/dfs_filesystem.h diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index 34e133d6b..aa5e1b1c3 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -11,14 +11,16 @@ cc_library( name = "dfs", srcs = [ "dfs_filesystem.cc", + "dfs_filesystem.h" ], copts = tf_io_copts(), linkstatic = True, deps = [ "//tensorflow_io/core/filesystems:filesystem_plugins_header", "@com_google_absl//absl/strings", + "@com_google_absl//absl/synchronization", "@daos", ], - linkopts = ["-ldaos"], + linkopts = ["-ldaos", "-luuid", "-ldfs"], alwayslink = 1, -) \ No newline at end of file +) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 5105f4027..5aca37a55 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -1,9 +1,15 @@ #include +#include "absl/synchronization/mutex.h" +#include "tensorflow/c/logging.h" +#include "tensorflow/c/tf_status.h" +#include "tensorflow_io/core/filesystems/filesystem_plugins.h" +#include "tensorflow_io/core/filesystems/dfs/dfs_filesystem.h" -extern "C" { -#include -} +namespace tensorflow { +namespace io { +namespace dfs { +dfs_t dfsFS; void ParseDFSPath(const std::string& path, std::string* pool_uuid, std::string* cont_uuid, std::string* filename) { @@ -15,3 +21,119 @@ void ParseDFSPath(const std::string& path, std::string* pool_uuid, *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); *filename = path.substr(file_start); } + +int ParseUUID(const std::string& str, uuid_t uuid) { + return uuid_parse(str.c_str(), uuid); +} + +int ConnectPool(uuid_t pool_uuid) { + return daos_pool_connect(pool_uuid, 0, DAOS_PC_RW, &dfsFS.poh, NULL, NULL); +} + +int ConnectContainer(uuid_t cont_uuid, int allow_creation) { + int rc = daos_cont_open(dfsFS.poh, cont_uuid, DAOS_COO_RW, &dfsFS.coh, NULL, NULL); + if(rc == -DER_NONEXIST) { + if(allow_creation) { + rc = dfs_cont_create(dfsFS.poh, cont_uuid, NULL, &dfsFS.coh, NULL); + } + } + return rc; +} + +int DisconnectPool() { + return daos_pool_disconnect(dfsFS.poh, NULL); +} + +int DisconnectContainer() { + return daos_cont_close(dfsFS.coh, 0); +} + +class LibDFS { + +}; + + +// SECTION 4. Implementation for `TF_Filesystem`, the actual filesystem +// ---------------------------------------------------------------------------- +namespace tf_dfs_filesystem { + + +typedef struct DAOSFileSystemImplementation { + LibDFS* libdfs; + DAOSFileSystemImplementation(TF_Status* status); + ~DAOSFileSystemImplementation() { + if (libdfs != nullptr) { + delete libdfs; + } + } +} DAOSFileSystemImplementation; + +void Connect(const std::string& path, int allow_cont_creation, TF_Status* status) { + int rc; + std::string pool,cont,file; + ParseDFSPath(path, &pool, &cont, &file); + uuid_t pool_uuid, cont_uuid; + ParseUUID(pool, pool_uuid); + if(pool_uuid == nullptr) { + TF_SetStatus(status, TF_INTERNAL, + "Error Parsing Pool UUID"); + return; + } + ParseUUID(cont, cont_uuid); + if(cont_uuid == nullptr) { + TF_SetStatus(status, TF_INTERNAL, + "Error Parsing Container UUID"); + return; + } + + rc = ConnectPool(pool_uuid); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Pool"); + return; + } + + rc = ConnectContainer(cont_uuid, allow_cont_creation); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Container"); + return; + } + +} + +void Disconnect(TF_Status* status) { + int rc; + rc = DisconnectContainer(); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Container"); + return; + } + + rc = DisconnectPool(); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Pool"); + return; + } + +} + + + +} // namespace tf_dfs_filesystem + + +void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { + TF_SetFilesystemVersionMetadata(ops); + ops->scheme = strdup(uri); + + + + +} + +} // namespace dfs +} // namespace io +} // namepsace tensorflow diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h new file mode 100644 index 000000000..7e18ff17e --- /dev/null +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -0,0 +1,59 @@ +#ifndef TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ +#define TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ + +#include +#include + +/** object struct that is instantiated for a DFS open object */ +struct dfs_obj { + /** DAOS object ID */ + daos_obj_id_t oid; + /** DAOS object open handle */ + daos_handle_t oh; + /** mode_t containing permissions & type */ + mode_t mode; + /** open access flags */ + int flags; + /** DAOS object ID of the parent of the object */ + daos_obj_id_t parent_oid; + /** entry name of the object in the parent */ + char name[DFS_MAX_PATH + 1]; + /** Symlink value if object is a symbolic link */ + char *value; +}; + +/** dfs struct that is instantiated for a mounted DFS namespace */ +struct dfs { + /** flag to indicate whether the dfs is mounted */ + bool mounted; + /** flag to indicate whether dfs is mounted with balanced mode (DTX) */ + bool use_dtx; + /** lock for threadsafety */ + pthread_mutex_t lock; + /** uid - inherited from container. */ + uid_t uid; + /** gid - inherited from container. */ + gid_t gid; + /** Access mode (RDONLY, RDWR) */ + int amode; + /** Open pool handle of the DFS */ + daos_handle_t poh; + /** Open container handle of the DFS */ + daos_handle_t coh; + /** Object ID reserved for this DFS (see oid_gen below) */ + daos_obj_id_t oid; + /** superblock object OID */ + daos_obj_id_t super_oid; + /** Open object handle of SB */ + daos_handle_t super_oh; + /** Root object info */ + dfs_obj_t root; + /** DFS container attributes (Default chunk size, oclass, etc.) */ + dfs_attr_t attr; + /** Optional prefix to account for when resolving an absolute path */ + char *prefix; + daos_size_t prefix_len; +}; + +#endif // TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ + From a45d6e43302571fe670cec94d5d57d0b5141d96d Mon Sep 17 00:00:00 2001 From: root Date: Wed, 15 Sep 2021 14:53:50 +0000 Subject: [PATCH 07/66] Init+Cleanup+Mount+Unmount --- .../core/filesystems/dfs/dfs_filesystem.cc | 176 ++++++++++-------- .../core/filesystems/dfs/dfs_filesystem.h | 1 + 2 files changed, 104 insertions(+), 73 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 5aca37a55..32db328ec 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -9,8 +9,6 @@ namespace tensorflow { namespace io { namespace dfs { -dfs_t dfsFS; - void ParseDFSPath(const std::string& path, std::string* pool_uuid, std::string* cont_uuid, std::string* filename) { //parse DFS path in the format of dfs://// @@ -26,98 +24,125 @@ int ParseUUID(const std::string& str, uuid_t uuid) { return uuid_parse(str.c_str(), uuid); } -int ConnectPool(uuid_t pool_uuid) { - return daos_pool_connect(pool_uuid, 0, DAOS_PC_RW, &dfsFS.poh, NULL, NULL); -} +class DFS { + public: + dfs_t* daos_fs; + daos_handle_t poh; + daos_handle_t coh; + + void Connect(const std::string& path, int allow_cont_creation, TF_Status* status) { + int rc; + std::string pool,cont,file; + ParseDFSPath(path, &pool, &cont, &file); + uuid_t pool_uuid, cont_uuid; + ParseUUID(pool, pool_uuid); + if(pool_uuid == nullptr) { + TF_SetStatus(status, TF_INTERNAL, + "Error Parsing Pool UUID"); + return; + } + ParseUUID(cont, cont_uuid); + if(cont_uuid == nullptr) { + TF_SetStatus(status, TF_INTERNAL, + "Error Parsing Container UUID"); + return; + } + + rc = ConnectPool(pool_uuid); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Pool"); + return; + } + + rc = ConnectContainer(cont_uuid, allow_cont_creation); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Container"); + return; + } -int ConnectContainer(uuid_t cont_uuid, int allow_creation) { - int rc = daos_cont_open(dfsFS.poh, cont_uuid, DAOS_COO_RW, &dfsFS.coh, NULL, NULL); - if(rc == -DER_NONEXIST) { - if(allow_creation) { - rc = dfs_cont_create(dfsFS.poh, cont_uuid, NULL, &dfsFS.coh, NULL); } - } - return rc; -} -int DisconnectPool() { - return daos_pool_disconnect(dfsFS.poh, NULL); -} + void Disconnect(TF_Status* status) { + int rc; + rc = DisconnectContainer(); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Container"); + return; + } + + rc = DisconnectPool(); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Pool"); + return; + } -int DisconnectContainer() { - return daos_cont_close(dfsFS.coh, 0); -} + } -class LibDFS { + int Mount() { + return dfs_mount(poh, coh, O_RDWR, &daos_fs); + } -}; + int Unmount() { + int rc = dfs_umount(daos_fs); + daos_fs = NULL; + return rc; + } + ~DFS() { + free(daos_fs); + } + private: + int ConnectPool(uuid_t pool_uuid) { + return daos_pool_connect(pool_uuid, 0, DAOS_PC_RW, &poh, NULL, NULL); + } -// SECTION 4. Implementation for `TF_Filesystem`, the actual filesystem -// ---------------------------------------------------------------------------- -namespace tf_dfs_filesystem { + int ConnectContainer(uuid_t cont_uuid, int allow_creation) { + int rc = daos_cont_open(poh, cont_uuid, DAOS_COO_RW, &coh, NULL, NULL); + if(rc == -DER_NONEXIST) { + if(allow_creation) { + rc = dfs_cont_create(poh, cont_uuid, NULL, &coh, NULL); + } + } + return rc; + } + int DisconnectPool() { + return daos_pool_disconnect(poh, NULL); + } -typedef struct DAOSFileSystemImplementation { - LibDFS* libdfs; - DAOSFileSystemImplementation(TF_Status* status); - ~DAOSFileSystemImplementation() { - if (libdfs != nullptr) { - delete libdfs; + int DisconnectContainer() { + return daos_cont_close(coh, 0); } - } -} DAOSFileSystemImplementation; - -void Connect(const std::string& path, int allow_cont_creation, TF_Status* status) { - int rc; - std::string pool,cont,file; - ParseDFSPath(path, &pool, &cont, &file); - uuid_t pool_uuid, cont_uuid; - ParseUUID(pool, pool_uuid); - if(pool_uuid == nullptr) { - TF_SetStatus(status, TF_INTERNAL, - "Error Parsing Pool UUID"); - return; - } - ParseUUID(cont, cont_uuid); - if(cont_uuid == nullptr) { - TF_SetStatus(status, TF_INTERNAL, - "Error Parsing Container UUID"); - return; - } - rc = ConnectPool(pool_uuid); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Connecting to Pool"); - return; - } - rc = ConnectContainer(cont_uuid, allow_cont_creation); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Connecting to Container"); - return; - } +}; -} -void Disconnect(TF_Status* status) { - int rc; - rc = DisconnectContainer(); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Disconnecting from Container"); - return; - } +// SECTION 4. Implementation for `TF_Filesystem`, the actual filesystem +// ---------------------------------------------------------------------------- +namespace tf_dfs_filesystem { - rc = DisconnectPool(); +void Init(TF_Filesystem* filesystem, TF_Status* status) { + filesystem->plugin_filesystem = new DFS(); + int rc = daos_init(); if(rc) { TF_SetStatus(status, TF_INTERNAL, - "Error Disconnecting from Pool"); + "Error Initializing DAOS API"); return; } + TF_SetStatus(status, TF_OK, ""); +} + +void Cleanup(TF_Filesystem* filesystem) { + daos_fini(); + auto daos_fs = + static_cast(filesystem->plugin_filesystem); + delete daos_fs; } @@ -129,6 +154,11 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { TF_SetFilesystemVersionMetadata(ops); ops->scheme = strdup(uri); + ops->filesystem_ops = static_cast( + plugin_memory_allocate(TF_FILESYSTEM_OPS_SIZE)); + ops->filesystem_ops->init = tf_dfs_filesystem::Init; + ops->filesystem_ops->cleanup = tf_dfs_filesystem::Cleanup; + diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 7e18ff17e..e554090f9 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -1,6 +1,7 @@ #ifndef TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ #define TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ +#include #include #include From 903b89fca86db0864438a273deabfc3df10f1aac Mon Sep 17 00:00:00 2001 From: root Date: Thu, 16 Sep 2021 12:22:06 +0000 Subject: [PATCH 08/66] Query + Moving Class and Helpers to header file --- .../core/filesystems/dfs/dfs_filesystem.cc | 113 --------- .../core/filesystems/dfs/dfs_filesystem.h | 220 ++++++++++++++---- 2 files changed, 172 insertions(+), 161 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 32db328ec..d53226cff 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -1,4 +1,3 @@ -#include #include "absl/synchronization/mutex.h" #include "tensorflow/c/logging.h" #include "tensorflow/c/tf_status.h" @@ -9,118 +8,6 @@ namespace tensorflow { namespace io { namespace dfs { -void ParseDFSPath(const std::string& path, std::string* pool_uuid, - std::string* cont_uuid, std::string* filename) { - //parse DFS path in the format of dfs://// - size_t pool_start = path.find("://") + 3; - size_t cont_start = path.find("/", pool_start) + 1; - size_t file_start = path.find("/", cont_start) + 1; - *pool_uuid = path.substr(pool_start, cont_start - pool_start - 1); - *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); - *filename = path.substr(file_start); -} - -int ParseUUID(const std::string& str, uuid_t uuid) { - return uuid_parse(str.c_str(), uuid); -} - -class DFS { - public: - dfs_t* daos_fs; - daos_handle_t poh; - daos_handle_t coh; - - void Connect(const std::string& path, int allow_cont_creation, TF_Status* status) { - int rc; - std::string pool,cont,file; - ParseDFSPath(path, &pool, &cont, &file); - uuid_t pool_uuid, cont_uuid; - ParseUUID(pool, pool_uuid); - if(pool_uuid == nullptr) { - TF_SetStatus(status, TF_INTERNAL, - "Error Parsing Pool UUID"); - return; - } - ParseUUID(cont, cont_uuid); - if(cont_uuid == nullptr) { - TF_SetStatus(status, TF_INTERNAL, - "Error Parsing Container UUID"); - return; - } - - rc = ConnectPool(pool_uuid); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Connecting to Pool"); - return; - } - - rc = ConnectContainer(cont_uuid, allow_cont_creation); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Connecting to Container"); - return; - } - - } - - void Disconnect(TF_Status* status) { - int rc; - rc = DisconnectContainer(); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Disconnecting from Container"); - return; - } - - rc = DisconnectPool(); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Disconnecting from Pool"); - return; - } - - } - - int Mount() { - return dfs_mount(poh, coh, O_RDWR, &daos_fs); - } - - int Unmount() { - int rc = dfs_umount(daos_fs); - daos_fs = NULL; - return rc; - } - - ~DFS() { - free(daos_fs); - } - private: - int ConnectPool(uuid_t pool_uuid) { - return daos_pool_connect(pool_uuid, 0, DAOS_PC_RW, &poh, NULL, NULL); - } - - int ConnectContainer(uuid_t cont_uuid, int allow_creation) { - int rc = daos_cont_open(poh, cont_uuid, DAOS_COO_RW, &coh, NULL, NULL); - if(rc == -DER_NONEXIST) { - if(allow_creation) { - rc = dfs_cont_create(poh, cont_uuid, NULL, &coh, NULL); - } - } - return rc; - } - - int DisconnectPool() { - return daos_pool_disconnect(poh, NULL); - } - - int DisconnectContainer() { - return daos_cont_close(coh, 0); - } - - -}; - // SECTION 4. Implementation for `TF_Filesystem`, the actual filesystem // ---------------------------------------------------------------------------- diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index e554090f9..7716f2977 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -1,59 +1,183 @@ #ifndef TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ #define TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ +#define KILO 1e3 +#define MEGA 1e6 +#define GEGA 1e9 +#define TERA 1e12 + #include #include #include +#include +#include + +std::string FormatStorageSize(uint64_t size) { + if(size < KILO) { + return std::to_string(size); + } + else if(size < MEGA) { + return std::to_string(size/KILO) + "K"; + } + else if(size < GEGA) { + return std::to_string(size/MEGA) + "M"; + } + else if(size < TERA) { + return std::to_string(size/GEGA) + "G"; + } + else { + return std::to_string(size/TERA) + "T"; + } +} + +void ParseDFSPath(const std::string& path, std::string* pool_uuid, + std::string* cont_uuid, std::string* filename) { + //parse DFS path in the format of dfs://// + size_t pool_start = path.find("://") + 3; + size_t cont_start = path.find("/", pool_start) + 1; + size_t file_start = path.find("/", cont_start) + 1; + *pool_uuid = path.substr(pool_start, cont_start - pool_start - 1); + *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); + *filename = path.substr(file_start); +} + +int ParseUUID(const std::string& str, uuid_t uuid) { + return uuid_parse(str.c_str(), uuid); +} + +class DFS { + public: + bool connected; + dfs_t* daos_fs; + daos_handle_t poh; + daos_handle_t coh; + + void Connect(const std::string& path, int allow_cont_creation, TF_Status* status) { + int rc; + std::string pool,cont,file; + ParseDFSPath(path, &pool, &cont, &file); + uuid_t pool_uuid, cont_uuid; + ParseUUID(pool, pool_uuid); + if(pool_uuid == nullptr) { + TF_SetStatus(status, TF_INTERNAL, + "Error Parsing Pool UUID"); + return; + } + ParseUUID(cont, cont_uuid); + if(cont_uuid == nullptr) { + TF_SetStatus(status, TF_INTERNAL, + "Error Parsing Container UUID"); + return; + } + + rc = ConnectPool(pool_uuid); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Pool"); + return; + } + + rc = ConnectContainer(cont_uuid, allow_cont_creation); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Container"); + return; + } + + connected = true; + + } + + void Disconnect(TF_Status* status) { + int rc; + rc = DisconnectContainer(); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Container"); + return; + } + + rc = DisconnectPool(); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Pool"); + return; + } + + connected = false; + + } + + int Mount() { + return dfs_mount(poh, coh, O_RDWR, &daos_fs); + } + + int Unmount() { + int rc = dfs_umount(daos_fs); + daos_fs = NULL; + return rc; + } + + int Query() { + int rc; + daos_pool_info_t pool_info; + daos_cont_info_t cont_info; + if(connected) { + memset(&pool_info, 'D', sizeof(daos_pool_info_t)); + pool_info.pi_bits = DPI_ALL; + rc = daos_pool_query(poh, NULL, &pool_info, NULL, NULL); + if(rc) return rc; + rc = daos_cont_query(coh,&cont_info, NULL, NULL); + if(rc) return rc; + char pool[37]; + char container[37]; + uuid_unparse(pool_info.pi_uuid, pool); + uuid_unparse(cont_info.ci_uuid, container); + std::cout << "Pool " << pool << " ntarget=" << pool_info.pi_ntargets << std::endl; + std::cout << "Pool space info:" << std::endl; + std::cout << "- Target(VOS) count:" << pool_info.pi_space.ps_ntargets << std::endl; + std::cout << "- SCM:" << std::endl; + std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[0]); + std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[0]) << std::endl; + std::cout << "- NVMe:" << std::endl; + std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[1]); + std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[1]) << std::endl; + std::cout << std::endl << "Connected Container: " << container << std::endl; + + return 0; + + } + + return -1; + } + + ~DFS() { + free(daos_fs); + } + private: + int ConnectPool(uuid_t pool_uuid) { + return daos_pool_connect(pool_uuid, 0, DAOS_PC_RW, &poh, NULL, NULL); + } + + int ConnectContainer(uuid_t cont_uuid, int allow_creation) { + int rc = daos_cont_open(poh, cont_uuid, DAOS_COO_RW, &coh, NULL, NULL); + if(rc == -DER_NONEXIST) { + if(allow_creation) { + rc = dfs_cont_create(poh, cont_uuid, NULL, &coh, NULL); + } + } + return rc; + } + + int DisconnectPool() { + return daos_pool_disconnect(poh, NULL); + } + + int DisconnectContainer() { + return daos_cont_close(coh, 0); + } -/** object struct that is instantiated for a DFS open object */ -struct dfs_obj { - /** DAOS object ID */ - daos_obj_id_t oid; - /** DAOS object open handle */ - daos_handle_t oh; - /** mode_t containing permissions & type */ - mode_t mode; - /** open access flags */ - int flags; - /** DAOS object ID of the parent of the object */ - daos_obj_id_t parent_oid; - /** entry name of the object in the parent */ - char name[DFS_MAX_PATH + 1]; - /** Symlink value if object is a symbolic link */ - char *value; -}; -/** dfs struct that is instantiated for a mounted DFS namespace */ -struct dfs { - /** flag to indicate whether the dfs is mounted */ - bool mounted; - /** flag to indicate whether dfs is mounted with balanced mode (DTX) */ - bool use_dtx; - /** lock for threadsafety */ - pthread_mutex_t lock; - /** uid - inherited from container. */ - uid_t uid; - /** gid - inherited from container. */ - gid_t gid; - /** Access mode (RDONLY, RDWR) */ - int amode; - /** Open pool handle of the DFS */ - daos_handle_t poh; - /** Open container handle of the DFS */ - daos_handle_t coh; - /** Object ID reserved for this DFS (see oid_gen below) */ - daos_obj_id_t oid; - /** superblock object OID */ - daos_obj_id_t super_oid; - /** Open object handle of SB */ - daos_handle_t super_oh; - /** Root object info */ - dfs_obj_t root; - /** DFS container attributes (Default chunk size, oclass, etc.) */ - dfs_attr_t attr; - /** Optional prefix to account for when resolving an absolute path */ - char *prefix; - daos_size_t prefix_len; }; #endif // TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ From 477e81af2658bfee3e5d3bea7d39f9f0cd3f4825 Mon Sep 17 00:00:00 2001 From: root Date: Mon, 20 Sep 2021 12:31:53 +0000 Subject: [PATCH 09/66] Added Path Lookup Functionality --- .../core/filesystems/dfs/dfs_filesystem.cc | 30 +++++++- .../core/filesystems/dfs/dfs_filesystem.h | 70 ++++++++++++++++++- 2 files changed, 97 insertions(+), 3 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index d53226cff..67437cfa2 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -27,9 +27,34 @@ void Init(TF_Filesystem* filesystem, TF_Status* status) { void Cleanup(TF_Filesystem* filesystem) { daos_fini(); - auto daos_fs = + auto daos = static_cast(filesystem->plugin_filesystem); - delete daos_fs; + delete daos; +} + +void PathExists(const TF_Filesystem* filesystem, const char* path, + TF_Status* status) { + int rc; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool,cont,file; + rc = ParseDFSPath(path, &pool, &cont, &file); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + daos->Connect(path,allow_cont_creation, status); + rc = daos->Mount(); + dfs_obj_t* obj = NULL; + file = "/" + file; + rc = dfs_lookup(daos->daos_fs,file.c_str(),O_RDONLY, &obj, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + } + else { + TF_SetStatus(status, TF_OK, ""); + } } @@ -45,6 +70,7 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { plugin_memory_allocate(TF_FILESYSTEM_OPS_SIZE)); ops->filesystem_ops->init = tf_dfs_filesystem::Init; ops->filesystem_ops->cleanup = tf_dfs_filesystem::Cleanup; + ops->filesystem_ops->path_exists = tf_dfs_filesystem::PathExists; diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 7716f2977..0d526430e 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -12,6 +12,65 @@ #include #include +/** object struct that is instantiated for a DFS open object */ +struct dfs_obj { + /** DAOS object ID */ + daos_obj_id_t oid; + /** DAOS object open handle */ + daos_handle_t oh; + /** mode_t containing permissions & type */ + mode_t mode; + /** open access flags */ + int flags; + /** DAOS object ID of the parent of the object */ + daos_obj_id_t parent_oid; + /** entry name of the object in the parent */ + char name[DFS_MAX_NAME + 1]; + union { + /** Symlink value if object is a symbolic link */ + char *value; + struct { + /** Default object class for all entries in dir */ + daos_oclass_id_t oclass; + /** Default chunk size for all entries in dir */ + daos_size_t chunk_size; + } d; + }; +}; + +/** dfs struct that is instantiated for a mounted DFS namespace */ +struct dfs { + /** flag to indicate whether the dfs is mounted */ + bool mounted; + /** flag to indicate whether dfs is mounted with balanced mode (DTX) */ + bool use_dtx; + /** lock for threadsafety */ + pthread_mutex_t lock; + /** uid - inherited from container. */ + uid_t uid; + /** gid - inherited from container. */ + gid_t gid; + /** Access mode (RDONLY, RDWR) */ + int amode; + /** Open pool handle of the DFS */ + daos_handle_t poh; + /** Open container handle of the DFS */ + daos_handle_t coh; + /** Object ID reserved for this DFS (see oid_gen below) */ + daos_obj_id_t oid; + /** superblock object OID */ + daos_obj_id_t super_oid; + /** Open object handle of SB */ + daos_handle_t super_oh; + /** Root object info */ + dfs_obj_t root; + /** DFS container attributes (Default chunk size, oclass, etc.) */ + dfs_attr_t attr; + /** Optional prefix to account for when resolving an absolute path */ + char *prefix; + daos_size_t prefix_len; +}; + std::string FormatStorageSize(uint64_t size) { if(size < KILO) { return std::to_string(size); @@ -30,15 +89,22 @@ std::string FormatStorageSize(uint64_t size) { } } -void ParseDFSPath(const std::string& path, std::string* pool_uuid, +int ParseDFSPath(const std::string& path, std::string* pool_uuid, std::string* cont_uuid, std::string* filename) { //parse DFS path in the format of dfs://// size_t pool_start = path.find("://") + 3; + if(pool_start != 6) + return -1; size_t cont_start = path.find("/", pool_start) + 1; + if(cont_start != 43) + return -1; size_t file_start = path.find("/", cont_start) + 1; + if(file_start != 80) + return -1; *pool_uuid = path.substr(pool_start, cont_start - pool_start - 1); *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); *filename = path.substr(file_start); + return 0; } int ParseUUID(const std::string& str, uuid_t uuid) { @@ -52,6 +118,8 @@ class DFS { daos_handle_t poh; daos_handle_t coh; + DFS() { daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); } + void Connect(const std::string& path, int allow_cont_creation, TF_Status* status) { int rc; std::string pool,cont,file; From ae6f84a762963a0d9007f16e7ce1be843205e15a Mon Sep 17 00:00:00 2001 From: root Date: Tue, 21 Sep 2021 08:28:46 +0000 Subject: [PATCH 10/66] Support for Multiple Connections --- .../core/filesystems/dfs/dfs_filesystem.cc | 8 + .../core/filesystems/dfs/dfs_filesystem.h | 168 +++++++++++++----- 2 files changed, 134 insertions(+), 42 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 67437cfa2..8c7ceddec 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -45,10 +45,18 @@ void PathExists(const TF_Filesystem* filesystem, const char* path, return; } daos->Connect(path,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } rc = daos->Mount(); + if(rc != 0) { + return; + } dfs_obj_t* obj = NULL; file = "/" + file; rc = dfs_lookup(daos->daos_fs,file.c_str(),O_RDONLY, &obj, NULL, NULL); + dfs_release(obj); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); } diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 0d526430e..8653c169e 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -11,6 +11,7 @@ #include #include #include +#include /** object struct that is instantiated for a DFS open object */ struct dfs_obj { @@ -71,6 +72,13 @@ struct dfs { daos_size_t prefix_len; }; +typedef struct pool_info { + daos_handle_t poh; + std::map* containers; +} pool_info_t; + +typedef std::pair id_handle_t; + std::string FormatStorageSize(uint64_t size) { if(size < KILO) { return std::to_string(size); @@ -115,37 +123,30 @@ class DFS { public: bool connected; dfs_t* daos_fs; - daos_handle_t poh; - daos_handle_t coh; + id_handle_t pool; + id_handle_t container; + std::map pools; - DFS() { daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); } + DFS() { + daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); + daos_fs->mounted = false; + } void Connect(const std::string& path, int allow_cont_creation, TF_Status* status) { int rc; - std::string pool,cont,file; - ParseDFSPath(path, &pool, &cont, &file); - uuid_t pool_uuid, cont_uuid; - ParseUUID(pool, pool_uuid); - if(pool_uuid == nullptr) { - TF_SetStatus(status, TF_INTERNAL, - "Error Parsing Pool UUID"); - return; - } - ParseUUID(cont, cont_uuid); - if(cont_uuid == nullptr) { - TF_SetStatus(status, TF_INTERNAL, - "Error Parsing Container UUID"); - return; - } + std::string pool_string,cont_string,file; + ParseDFSPath(path, &pool_string, &cont_string, &file); - rc = ConnectPool(pool_uuid); + rc = ConnectPool(pool_string, status); if(rc) { TF_SetStatus(status, TF_INTERNAL, "Error Connecting to Pool"); return; } - rc = ConnectContainer(cont_uuid, allow_cont_creation); + std::cout << "Pool Size " << pools.size() << std::endl; + + rc = ConnectContainer(cont_string, allow_cont_creation, status); if(rc) { TF_SetStatus(status, TF_INTERNAL, "Error Connecting to Container"); @@ -158,14 +159,14 @@ class DFS { void Disconnect(TF_Status* status) { int rc; - rc = DisconnectContainer(); + rc = DisconnectContainer(pool.first, container.first); if(rc) { TF_SetStatus(status, TF_INTERNAL, "Error Disconnecting from Container"); return; } - rc = DisconnectPool(); + rc = DisconnectPool(pool.first); if(rc) { TF_SetStatus(status, TF_INTERNAL, "Error Disconnecting from Pool"); @@ -177,12 +178,23 @@ class DFS { } int Mount() { - return dfs_mount(poh, coh, O_RDWR, &daos_fs); + int rc = 0; + if(daos_fs->mounted){ + if(daos_fs->poh.cookie == pool.second.cookie && daos_fs->coh.cookie == container.second.cookie){ + return rc; + } + rc = Unmount(); + if(rc) return rc; + } + return dfs_mount(pool.second, container.second, O_RDWR, &daos_fs); } int Unmount() { - int rc = dfs_umount(daos_fs); - daos_fs = NULL; + int rc; + if(!daos_fs->mounted) return 0; + rc = dfs_umount(daos_fs); + daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); + daos_fs->mounted = false; return rc; } @@ -193,15 +205,11 @@ class DFS { if(connected) { memset(&pool_info, 'D', sizeof(daos_pool_info_t)); pool_info.pi_bits = DPI_ALL; - rc = daos_pool_query(poh, NULL, &pool_info, NULL, NULL); + rc = daos_pool_query(pool.second, NULL, &pool_info, NULL, NULL); if(rc) return rc; - rc = daos_cont_query(coh,&cont_info, NULL, NULL); + rc = daos_cont_query(container.second,&cont_info, NULL, NULL); if(rc) return rc; - char pool[37]; - char container[37]; - uuid_unparse(pool_info.pi_uuid, pool); - uuid_unparse(cont_info.ci_uuid, container); - std::cout << "Pool " << pool << " ntarget=" << pool_info.pi_ntargets << std::endl; + std::cout << "Pool " << pool.first << " ntarget=" << pool_info.pi_ntargets << std::endl; std::cout << "Pool space info:" << std::endl; std::cout << "- Target(VOS) count:" << pool_info.pi_space.ps_ntargets << std::endl; std::cout << "- SCM:" << std::endl; @@ -210,7 +218,7 @@ class DFS { std::cout << "- NVMe:" << std::endl; std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[1]); std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[1]) << std::endl; - std::cout << std::endl << "Connected Container: " << container << std::endl; + std::cout << std::endl << "Connected Container: " << container.first << std::endl; return 0; @@ -219,30 +227,106 @@ class DFS { return -1; } + int ClearConnections() { + int rc; + rc = Unmount(); + if(rc) return rc; + for(auto pool_it = pools.cbegin(); pool_it != pools.cend();) { + for(auto cont_it = (*(*pool_it).second->containers).cbegin(); cont_it != (*(*pool_it).second->containers).cend();) { + rc = DisconnectContainer((*pool_it).first, (*cont_it++).first); + if(rc) return rc; + } + DisconnectPool((*pool_it++).first); + if(rc) return rc; + } + + return rc; + } + ~DFS() { free(daos_fs); } private: - int ConnectPool(uuid_t pool_uuid) { - return daos_pool_connect(pool_uuid, 0, DAOS_PC_RW, &poh, NULL, NULL); + int ConnectPool(std::string pool_string, TF_Status* status) { + uuid_t pool_uuid; + int rc = 0; + rc = ParseUUID(pool_string, pool_uuid); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Parsing Pool UUID"); + return rc; + } + + if(pools.find(pool_string) != pools.end()){ + pool.first = pool_string; + pool.second = pools[pool_string]->poh; + return rc; + } + + pool_info_t* po_inf = (pool_info_t*) malloc(sizeof(po_inf)); + po_inf->containers = new std::map(); + pools[pool_string] = po_inf; + rc = daos_pool_connect(pool_uuid, 0, DAOS_PC_RW, &(po_inf->poh), NULL, NULL); + if(rc == 0){ + pool.first = pool_string; + pool.second = po_inf->poh; + } + return rc; } - int ConnectContainer(uuid_t cont_uuid, int allow_creation) { - int rc = daos_cont_open(poh, cont_uuid, DAOS_COO_RW, &coh, NULL, NULL); + int ConnectContainer(std::string cont_string, int allow_creation, TF_Status* status) { + uuid_t cont_uuid; + int rc = 0; + rc = ParseUUID(cont_string, cont_uuid); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Parsing Container UUID"); + return rc; + } + + pool_info_t* po_inf = pools[pool.first]; + if(po_inf->containers->find(cont_string) != po_inf->containers->end()) { + container.first = cont_string; + container.second = (*po_inf->containers)[cont_string]; + return rc; + } + + daos_handle_t coh; + + rc = daos_cont_open(pool.second, cont_uuid, DAOS_COO_RW, &coh, NULL, NULL); if(rc == -DER_NONEXIST) { if(allow_creation) { - rc = dfs_cont_create(poh, cont_uuid, NULL, &coh, NULL); + rc = dfs_cont_create(pool.second, cont_uuid, NULL, &coh, NULL); } } + if(rc == 0){ + container.first = cont_string; + container.second = coh; + (*po_inf->containers)[cont_string] = coh; + } return rc; } - int DisconnectPool() { - return daos_pool_disconnect(poh, NULL); + int DisconnectPool(std:: string pool_string) { + int rc = 0; + daos_handle_t poh = pools[pool_string]->poh; + rc = daos_pool_disconnect(poh, NULL); + if(rc == 0){ + delete pools[pool_string]->containers; + free(pools[pool_string]); + pools.erase(pool_string); + } + return rc; } - int DisconnectContainer() { - return daos_cont_close(coh, 0); + int DisconnectContainer(std::string pool_string, std::string cont_string) { + int rc = 0; + daos_handle_t coh = (*pools[pool_string]->containers)[cont_string]; + rc = daos_cont_close(coh, 0); + if(rc == 0){ + pools[pool_string]->containers->erase(cont_string); + } + return rc; } From 9f29eeec136142cc0e7c535a12918736af9574bc Mon Sep 17 00:00:00 2001 From: root Date: Thu, 23 Sep 2021 13:43:47 +0000 Subject: [PATCH 11/66] Directory Checking + Creation & Deletion (Singl/Recursive) --- .../core/filesystems/dfs/dfs_filesystem.cc | 203 +++++++++++++++++- .../core/filesystems/dfs/dfs_filesystem.h | 21 +- 2 files changed, 215 insertions(+), 9 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 8c7ceddec..dd93487b0 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -44,13 +44,15 @@ void PathExists(const TF_Filesystem* filesystem, const char* path, TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); return; } - daos->Connect(path,allow_cont_creation, status); + daos->Connect(pool, cont,allow_cont_creation, status); if(TF_GetCode(status) != TF_OK) { TF_SetStatus(status, TF_NOT_FOUND, ""); return; } rc = daos->Mount(); if(rc != 0) { + TF_SetStatus(status, TF_INTERNAL, + "Error Mounting DFS"); return; } dfs_obj_t* obj = NULL; @@ -65,6 +67,200 @@ void PathExists(const TF_Filesystem* filesystem, const char* path, } } +void CreateDir(const TF_Filesystem* filesystem, const char* path, + TF_Status* status) { + int rc; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool,cont,dir_path; + rc = ParseDFSPath(path, &pool, &cont, &dir_path); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + daos->Connect(pool, cont,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + rc = daos->Mount(); + if(rc != 0) { + return; + } + dfs_obj_t* parent = NULL; + dir_path = "/" + dir_path; + rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &parent, NULL, NULL); + dfs_release(parent); + if(!rc) { + TF_SetStatus(status, TF_ALREADY_EXISTS, ""); + return; + } + + size_t dir_start = dir_path.rfind("/") + 1; + std::string dir = dir_path.substr(dir_start); + std::string parent_path = dir_path.substr(0, dir_start); + parent = NULL; + if(parent_path != "/") { + rc = dfs_lookup(daos->daos_fs,parent_path.c_str(),O_RDONLY, &parent, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + dfs_release(parent); + return; + } + } + + rc = dfs_mkdir(daos->daos_fs,parent,dir.c_str(),S_IWUSR | S_IRUSR,0); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Creating Directory"); + } + else { + TF_SetStatus(status, TF_OK, ""); + } + + dfs_release(parent); +} + +static void RecursivelyCreateDir(const TF_Filesystem* filesystem, + const char* path, TF_Status* status) { + int rc; + std::string pool,cont,dir_path; + rc = ParseDFSPath(path, &pool, &cont, &dir_path); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + size_t next_dir = PATH_START; + std::string dir_string; + std::string path_string(path); + do { + next_dir = path_string.find("/", next_dir); + dir_string = path_string.substr(0,next_dir); + if(next_dir != std::string::npos) next_dir++; + CreateDir(filesystem, dir_string.c_str(), status); + if((TF_GetCode(status) != TF_OK) && (TF_GetCode(status) != TF_ALREADY_EXISTS)) return; + TF_SetStatus(status, TF_OK, ""); + + } while(next_dir != std::string::npos); + + + +} + +void DeleteDir(const TF_Filesystem* filesystem, const char* path, + bool recursive, TF_Status* status) { + int rc; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool,cont,dir_path; + rc = ParseDFSPath(path, &pool, &cont, &dir_path); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + daos->Connect(pool, cont,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + rc = daos->Mount(); + if(rc != 0) { + return; + } + + dfs_obj_t* parent = NULL; + dir_path = "/" + dir_path; + rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &parent, NULL, NULL); + dfs_release(parent); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + + + size_t dir_start = dir_path.rfind("/") + 1; + std::string dir = dir_path.substr(dir_start); + std::string parent_path = dir_path.substr(0, dir_start); + parent = NULL; + if(parent_path != "/") { + dfs_lookup(daos->daos_fs,parent_path.c_str(),O_RDONLY, &parent, NULL, NULL); + } + + rc = dfs_remove(daos->daos_fs,parent,dir.c_str(),recursive,NULL); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Deleting Directory"); + } + else { + TF_SetStatus(status, TF_OK, ""); + } + +} + +void DeleteSingleDir(const TF_Filesystem* filesystem, const char* path, + TF_Status* status) { + bool recursive = false; + DeleteDir(filesystem, path, recursive, status); +} + +void RecursivelyDeleteDir(const TF_Filesystem* filesystem, const char* path, + uint64_t* undeleted_files, + uint64_t* undeleted_dirs, TF_Status* status) { + bool recursive = true; + DeleteDir(filesystem, path, recursive, status); + if(TF_GetCode(status) == TF_NOT_FOUND || TF_GetCode(status) == TF_FAILED_PRECONDITION){ + *undeleted_dirs = 1; + *undeleted_files = 0; + } + else { + *undeleted_dirs = 0; + *undeleted_files = 0; + } +} + +bool IsDir(const TF_Filesystem* filesystem, const char* path, + TF_Status* status) { + int rc; + bool is_dir = false; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool,cont,file; + rc = ParseDFSPath(path, &pool, &cont, &file); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return is_dir; + } + daos->Connect(pool, cont,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return is_dir; + } + rc = daos->Mount(); + if(rc != 0) { + TF_SetStatus(status, TF_INTERNAL, + "Error Mounting DFS"); + return is_dir; + } + dfs_obj_t* obj = NULL; + file = "/" + file; + rc = dfs_lookup(daos->daos_fs,file.c_str(),O_RDONLY, &obj, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + } + else { + is_dir = S_ISDIR(obj->mode); + TF_SetStatus(status, TF_OK, ""); + dfs_release(obj); + } + + return is_dir; + +} + + } // namespace tf_dfs_filesystem @@ -79,6 +275,11 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { ops->filesystem_ops->init = tf_dfs_filesystem::Init; ops->filesystem_ops->cleanup = tf_dfs_filesystem::Cleanup; ops->filesystem_ops->path_exists = tf_dfs_filesystem::PathExists; + ops->filesystem_ops->create_dir = tf_dfs_filesystem::CreateDir; + ops->filesystem_ops->delete_dir = tf_dfs_filesystem::DeleteSingleDir; + ops->filesystem_ops->recursively_create_dir = tf_dfs_filesystem::RecursivelyCreateDir; + ops->filesystem_ops->is_directory = tf_dfs_filesystem::IsDir; + ops->filesystem_ops->delete_recursively = tf_dfs_filesystem::RecursivelyDeleteDir; diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 8653c169e..e0aff7e54 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -5,7 +5,11 @@ #define MEGA 1e6 #define GEGA 1e9 #define TERA 1e12 +#define POOL_START 6 +#define CONT_START 43 +#define PATH_START 80 +#include #include #include #include @@ -101,13 +105,13 @@ int ParseDFSPath(const std::string& path, std::string* pool_uuid, std::string* cont_uuid, std::string* filename) { //parse DFS path in the format of dfs://// size_t pool_start = path.find("://") + 3; - if(pool_start != 6) + if(pool_start != POOL_START) return -1; size_t cont_start = path.find("/", pool_start) + 1; - if(cont_start != 43) + if(cont_start != CONT_START) return -1; size_t file_start = path.find("/", cont_start) + 1; - if(file_start != 80) + if(file_start != PATH_START) return -1; *pool_uuid = path.substr(pool_start, cont_start - pool_start - 1); *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); @@ -132,10 +136,9 @@ class DFS { daos_fs->mounted = false; } - void Connect(const std::string& path, int allow_cont_creation, TF_Status* status) { + void Connect(std::string& pool_string, std::string& cont_string, + int allow_cont_creation, TF_Status* status) { int rc; - std::string pool_string,cont_string,file; - ParseDFSPath(path, &pool_string, &cont_string, &file); rc = ConnectPool(pool_string, status); if(rc) { @@ -144,8 +147,6 @@ class DFS { return; } - std::cout << "Pool Size " << pools.size() << std::endl; - rc = ConnectContainer(cont_string, allow_cont_creation, status); if(rc) { TF_SetStatus(status, TF_INTERNAL, @@ -155,6 +156,8 @@ class DFS { connected = true; + TF_SetStatus(status, TF_OK, ""); + } void Disconnect(TF_Status* status) { @@ -175,6 +178,8 @@ class DFS { connected = false; + TF_SetStatus(status, TF_OK, ""); + } int Mount() { From 8dd9fbbf6ebbfdb4e81cf4e7893a33c16ea0d32d Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Thu, 23 Sep 2021 20:11:37 +0200 Subject: [PATCH 12/66] File Size Calculation --- .../core/filesystems/dfs/dfs_filesystem.cc | 44 +++++++++++++++++++ 1 file changed, 44 insertions(+) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index dd93487b0..275ff2287 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -259,6 +259,49 @@ bool IsDir(const TF_Filesystem* filesystem, const char* path, return is_dir; } + +int64_t GetFileSize(const TF_Filesystem* filesystem, const char* path, + TF_Status* status) { + int rc; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool,cont,file; + rc = ParseDFSPath(path, &pool, &cont, &file); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return -1; + } + daos->Connect(pool, cont,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return -1; + } + rc = daos->Mount(); + if(rc != 0) { + TF_SetStatus(status, TF_INTERNAL, + "Error Mounting DFS"); + return -1; + } + dfs_obj_t* obj = NULL; + file = "/" + file; + rc = dfs_lookup(daos->daos_fs,file.c_str(),O_RDONLY, &obj, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return -1; + } + else { + if(S_ISDIR(obj->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return -1; + } + TF_SetStatus(status, TF_OK, ""); + daos_size_t size; + dfs_get_size(daos->daos_fs, obj, &size); + dfs_release(obj); + return size; + } +} @@ -280,6 +323,7 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { ops->filesystem_ops->recursively_create_dir = tf_dfs_filesystem::RecursivelyCreateDir; ops->filesystem_ops->is_directory = tf_dfs_filesystem::IsDir; ops->filesystem_ops->delete_recursively = tf_dfs_filesystem::RecursivelyDeleteDir; + ops->filesystem_ops->get_file_size = tf_dfs_filesystem::GetFileSize; From c8e261a2fae961e363af8851c0ef69aaa57f963f Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Thu, 23 Sep 2021 20:31:50 +0200 Subject: [PATCH 13/66] File Deletion --- .../core/filesystems/dfs/dfs_filesystem.cc | 24 +++++++++++++++---- 1 file changed, 19 insertions(+), 5 deletions(-) mode change 100644 => 100755 tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc old mode 100644 new mode 100755 index 275ff2287..595c46ff3 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -148,8 +148,8 @@ static void RecursivelyCreateDir(const TF_Filesystem* filesystem, } -void DeleteDir(const TF_Filesystem* filesystem, const char* path, - bool recursive, TF_Status* status) { +void DeleteFileSystemEntry(const TF_Filesystem* filesystem, const char* path, + bool recursive, bool is_dir, TF_Status* status) { int rc; auto daos = static_cast(filesystem->plugin_filesystem); @@ -173,11 +173,15 @@ void DeleteDir(const TF_Filesystem* filesystem, const char* path, dfs_obj_t* parent = NULL; dir_path = "/" + dir_path; rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &parent, NULL, NULL); - dfs_release(parent); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); return; } + if(!is_dir && S_ISDIR(parent->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + dfs_release(parent); size_t dir_start = dir_path.rfind("/") + 1; @@ -202,14 +206,16 @@ void DeleteDir(const TF_Filesystem* filesystem, const char* path, void DeleteSingleDir(const TF_Filesystem* filesystem, const char* path, TF_Status* status) { bool recursive = false; - DeleteDir(filesystem, path, recursive, status); + bool is_dir = true; + DeleteFileSystemEntry(filesystem, path, recursive,is_dir, status); } void RecursivelyDeleteDir(const TF_Filesystem* filesystem, const char* path, uint64_t* undeleted_files, uint64_t* undeleted_dirs, TF_Status* status) { bool recursive = true; - DeleteDir(filesystem, path, recursive, status); + bool is_dir = true; + DeleteFileSystemEntry(filesystem, path, recursive, is_dir,status); if(TF_GetCode(status) == TF_NOT_FOUND || TF_GetCode(status) == TF_FAILED_PRECONDITION){ *undeleted_dirs = 1; *undeleted_files = 0; @@ -302,6 +308,13 @@ int64_t GetFileSize(const TF_Filesystem* filesystem, const char* path, return size; } } + +void DeleteFile(const TF_Filesystem* filesystem, const char* path, + TF_Status* status) { + bool recursive = false; + bool is_dir = false; + DeleteFileSystemEntry(filesystem, path, recursive, is_dir, status); +} @@ -324,6 +337,7 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { ops->filesystem_ops->is_directory = tf_dfs_filesystem::IsDir; ops->filesystem_ops->delete_recursively = tf_dfs_filesystem::RecursivelyDeleteDir; ops->filesystem_ops->get_file_size = tf_dfs_filesystem::GetFileSize; + ops->filesystem_ops->delete_file = tf_dfs_filesystem::DeleteFile; From 958b645b0d48a1ee8daaa898fc4fd5eb3eb29bc2 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Sat, 25 Sep 2021 17:09:37 +0200 Subject: [PATCH 14/66] Creation of Random Access + Writable + Appendable Operations --- .../core/filesystems/dfs/dfs_filesystem.cc | 134 +++++++++++++++++- .../core/filesystems/dfs/dfs_filesystem.h | 34 +++++ 2 files changed, 167 insertions(+), 1 deletion(-) mode change 100644 => 100755 tensorflow_io/core/filesystems/dfs/dfs_filesystem.h diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 595c46ff3..5c42c8470 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -9,6 +9,41 @@ namespace io { namespace dfs { +// SECTION 1. Implementation for `TF_RandomAccessFile` +// ---------------------------------------------------------------------------- +namespace tf_random_access_file { +typedef struct DFSRandomAccessFile { + std::string dfs_path; + dfs_t* daos_fs; + DAOS_FILE daos_file; + DFSRandomAccessFile(std::string dfs_path, dfs_t* file_system, dfs_obj_t* obj) + : dfs_path(std::move(dfs_path)) { + daos_fs = file_system; + daos_file.file = obj; + } +} DFSRandomAccessFile; + +} // tf_random_access_file + + + +// SECTION 2. Implementation for `TF_WritableFile` +// ---------------------------------------------------------------------------- +namespace tf_writable_file { +typedef struct DFSWritableFile { + std::string dfs_path; + dfs_t* daos_fs; + DAOS_FILE daos_file; + DFSWritableFile(std::string dfs_path, dfs_t* file_system, dfs_obj_t* obj) + : dfs_path(std::move(dfs_path)) { + daos_fs = file_system; + daos_file.file = obj; + } +} DFSWritableFile; + +} //tf_writable_file + + // SECTION 4. Implementation for `TF_Filesystem`, the actual filesystem // ---------------------------------------------------------------------------- namespace tf_dfs_filesystem { @@ -26,12 +61,105 @@ void Init(TF_Filesystem* filesystem, TF_Status* status) { void Cleanup(TF_Filesystem* filesystem) { - daos_fini(); auto daos = static_cast(filesystem->plugin_filesystem); delete daos; + daos_fini(); } +void NewFile(const TF_Filesystem* filesystem, const char* path, + mode_t mode, int flags, dfs_obj_t** obj, TF_Status* status) { + int rc; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool,cont,file_path; + rc = ParseDFSPath(path, &pool, &cont, &file_path); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + daos->Connect(pool, cont,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + rc = daos->Mount(); + if(rc != 0) { + return; + } + + file_path = "/" + file_path; + + if(flags == O_RDONLY) { + dfs_obj_t* temp_obj = NULL; + rc = dfs_lookup(daos->daos_fs,file_path.c_str(),O_RDONLY, &temp_obj, NULL, NULL); + dfs_release(temp_obj); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + } + + dfs_obj_t* parent = NULL; + size_t file_start = file_path.rfind("/") + 1; + std::string file_name = file_path.substr(file_start); + std::string parent_path = file_path.substr(0, file_start); + if(parent_path != "/") { + rc = dfs_lookup(daos->daos_fs,parent_path.c_str(),O_RDONLY, &parent, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + dfs_release(parent); + return; + } + } + + rc = dfs_open(daos->daos_fs, parent, file_name.c_str(), mode, + flags, 0, 0, NULL, obj); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, "Error Creating Writable File"); + return; + } +} + +void NewWritableFile(const TF_Filesystem* filesystem, const char* path, + TF_WritableFile* file, TF_Status* status) { + + dfs_obj_t* obj = NULL; + NewFile(filesystem, path, S_IWUSR | S_IFREG, O_WRONLY | O_CREAT, &obj, status); + if(TF_GetCode(status) != TF_OK) return; + auto daos = + static_cast(filesystem->plugin_filesystem); + file->plugin_file = new tf_writable_file::DFSWritableFile(path,daos->daos_fs,obj); + TF_SetStatus(status, TF_OK, ""); +} + +void NewRandomAccessFile(const TF_Filesystem* filesystem, const char* path, + TF_RandomAccessFile* file, TF_Status* status) { + + dfs_obj_t* obj = NULL; + NewFile(filesystem, path, S_IRUSR | S_IFREG, O_RDONLY, &obj, status); + if(TF_GetCode(status) != TF_OK) return; + auto daos = + static_cast(filesystem->plugin_filesystem); + file->plugin_file = new tf_random_access_file::DFSRandomAccessFile(path,daos->daos_fs,obj); + TF_SetStatus(status, TF_OK, ""); +} + +void NewAppendableFile(const TF_Filesystem* filesystem, const char* path, + TF_WritableFile* file, TF_Status* status) { + + dfs_obj_t* obj = NULL; + NewFile(filesystem, path, S_IWUSR | S_IFREG, O_WRONLY | O_CREAT | O_APPEND, &obj, status); + if(TF_GetCode(status) != TF_OK) return; + auto daos = + static_cast(filesystem->plugin_filesystem); + file->plugin_file = new tf_writable_file::DFSWritableFile(path,daos->daos_fs,obj); + TF_SetStatus(status, TF_OK, ""); +} + + + void PathExists(const TF_Filesystem* filesystem, const char* path, TF_Status* status) { int rc; @@ -330,6 +458,9 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { plugin_memory_allocate(TF_FILESYSTEM_OPS_SIZE)); ops->filesystem_ops->init = tf_dfs_filesystem::Init; ops->filesystem_ops->cleanup = tf_dfs_filesystem::Cleanup; + ops->filesystem_ops->new_random_access_file = tf_dfs_filesystem::NewRandomAccessFile; + ops->filesystem_ops->new_writable_file = tf_dfs_filesystem::NewWritableFile; + ops->filesystem_ops->new_appendable_file = tf_dfs_filesystem::NewAppendableFile; ops->filesystem_ops->path_exists = tf_dfs_filesystem::PathExists; ops->filesystem_ops->create_dir = tf_dfs_filesystem::CreateDir; ops->filesystem_ops->delete_dir = tf_dfs_filesystem::DeleteSingleDir; @@ -347,3 +478,4 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { } // namespace dfs } // namespace io } // namepsace tensorflow + diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h old mode 100644 new mode 100755 index e0aff7e54..df2c9658c --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -76,6 +76,39 @@ struct dfs { daos_size_t prefix_len; }; +struct dfs_entry { + /** mode (permissions + entry type) */ + mode_t mode; + /** Object ID if not a symbolic link */ + daos_obj_id_t oid; + /* Time of last access */ + time_t atime; + /* Time of last modification */ + time_t mtime; + /* Time of last status change */ + time_t ctime; + /** chunk size of file */ + daos_size_t chunk_size; + /** Sym Link value */ + char *value; +}; + +typedef struct DAOS_FILE { + /** A daos object handle that will contain the file handle of the file + * to write and read */ + dfs_obj_t *file; + /** + * The offset which represents the number of bytes already written/read + * using default functions, + * Modified by seek directly. Incremented naturally by read_dfs_file, + * write_dfs_file functions. + * Won't be modified by read_dfs_file_with_offset, + * write_dfs_file_with_offset. + * A getter with get_daos_file_offset to obtain the offset. + */ + long offset; +} DAOS_FILE; + typedef struct pool_info { daos_handle_t poh; std::map* containers; @@ -249,6 +282,7 @@ class DFS { } ~DFS() { + ClearConnections(); free(daos_fs); } private: From 96647dad19b17846bf605f1ae848e7711193b3be Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Sun, 26 Sep 2021 14:50:38 +0200 Subject: [PATCH 15/66] Rename/Moving of File --- .../core/filesystems/dfs/dfs_filesystem.cc | 140 +++++++++++++++++- 1 file changed, 132 insertions(+), 8 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 5c42c8470..2962e99bf 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -91,14 +91,22 @@ void NewFile(const TF_Filesystem* filesystem, const char* path, file_path = "/" + file_path; - if(flags == O_RDONLY) { - dfs_obj_t* temp_obj = NULL; - rc = dfs_lookup(daos->daos_fs,file_path.c_str(),O_RDONLY, &temp_obj, NULL, NULL); + dfs_obj_t* temp_obj = NULL; + rc = dfs_lookup(daos->daos_fs,file_path.c_str(),O_RDONLY, &temp_obj, NULL, NULL); + if(rc && flags == O_RDONLY) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + dfs_release(temp_obj); + return; + } + + if(temp_obj != NULL && S_ISDIR(temp_obj->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + dfs_release(temp_obj); + return; + } + + if(temp_obj != NULL) { dfs_release(temp_obj); - if(rc) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return; - } } dfs_obj_t* parent = NULL; @@ -112,6 +120,10 @@ void NewFile(const TF_Filesystem* filesystem, const char* path, dfs_release(parent); return; } + if(!S_ISDIR(parent->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } } rc = dfs_open(daos->daos_fs, parent, file_name.c_str(), mode, @@ -443,6 +455,118 @@ void DeleteFile(const TF_Filesystem* filesystem, const char* path, bool is_dir = false; DeleteFileSystemEntry(filesystem, path, recursive, is_dir, status); } + +void RenameFile(const TF_Filesystem* filesystem, const char* src, + const char* dst, TF_Status* status) { + int rc; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool_src,cont_src,file_src; + rc = ParseDFSPath(src, &pool_src, &cont_src, &file_src); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + + std::string pool_dst,cont_dst,file_dst; + rc = ParseDFSPath(dst, &pool_dst, &cont_dst, &file_dst); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + + if(pool_src != pool_dst || cont_src != cont_dst) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, "Non-Matching Pool/Container"); + return; + } + + daos->Connect(pool_src, cont_src,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + + rc = daos->Mount(); + if(rc != 0) { + TF_SetStatus(status, TF_INTERNAL, + "Error Mounting DFS"); + return; + } + + file_src = "/" + file_src; + file_dst = "/" + file_dst; + + dfs_obj_t* temp_obj = NULL; + rc = dfs_lookup(daos->daos_fs,file_src.c_str(),O_RDONLY, &temp_obj, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + dfs_release(temp_obj); + return; + } + else if(S_ISDIR(temp_obj->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + dfs_release(temp_obj); + return; + } + + dfs_release(temp_obj); + temp_obj = NULL; + rc = dfs_lookup(daos->daos_fs,file_dst.c_str(),O_RDONLY, &temp_obj, NULL, NULL); + if(temp_obj != NULL && S_ISDIR(temp_obj->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + dfs_release(temp_obj); + return; + } + + dfs_release(temp_obj); + + dfs_obj_t* parent_src = NULL; + size_t src_start = file_src.rfind("/") + 1; + std::string src_name = file_src.substr(src_start); + std::string parent_path_src = file_src.substr(0, src_start); + rc = dfs_lookup(daos->daos_fs,parent_path_src.c_str(),O_RDONLY, &parent_src, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + dfs_release(parent_src); + return; + } + + dfs_obj_t* parent_dst = NULL; + size_t dst_start = file_dst.rfind("/") + 1; + std::string dst_name = file_dst.substr(dst_start); + std::string parent_path_dst = file_dst.substr(0, dst_start); + rc = dfs_lookup(daos->daos_fs,parent_path_dst.c_str(),O_RDONLY, &parent_dst, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + dfs_release(parent_dst); + return; + } + + if(!S_ISDIR(parent_dst->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + dfs_release(parent_dst); + return; + } + + char* name = (char*)malloc(src_name.size()); + strcpy(name, src_name.c_str()); + char* new_name = (char*)malloc(dst_name.size()); + strcpy(new_name, dst_name.c_str()); + + rc = dfs_move(daos->daos_fs, parent_src, name, parent_dst, new_name, NULL); + free(name); + free(new_name); + dfs_release(parent_src); + dfs_release(parent_dst); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, ""); + return; + } + + TF_SetStatus(status, TF_OK, ""); + +} @@ -469,6 +593,7 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { ops->filesystem_ops->delete_recursively = tf_dfs_filesystem::RecursivelyDeleteDir; ops->filesystem_ops->get_file_size = tf_dfs_filesystem::GetFileSize; ops->filesystem_ops->delete_file = tf_dfs_filesystem::DeleteFile; + ops->filesystem_ops->rename_file = tf_dfs_filesystem::RenameFile; @@ -478,4 +603,3 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { } // namespace dfs } // namespace io } // namepsace tensorflow - From 038dfcea5c6093cc52e71cb8d7559e0eb5251e0a Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Mon, 27 Sep 2021 15:03:02 +0200 Subject: [PATCH 16/66] Completed FileSystem Operations Table --- .../core/filesystems/dfs/dfs_filesystem.cc | 123 ++++++++++++++++++ .../core/filesystems/dfs/dfs_filesystem.h | 1 + 2 files changed, 124 insertions(+) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 2962e99bf..d14cfba65 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -567,6 +567,125 @@ void RenameFile(const TF_Filesystem* filesystem, const char* src, TF_SetStatus(status, TF_OK, ""); } + +void Stat(const TF_Filesystem* filesystem, const char* path, + TF_FileStatistics* stats, TF_Status* status) { + int rc; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool,cont,dir_path; + rc = ParseDFSPath(path, &pool, &cont, &dir_path); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + daos->Connect(pool, cont,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + rc = daos->Mount(); + if(rc != 0) { + return; + } + dfs_obj_t* obj = NULL; + dir_path = "/" + dir_path; + rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &obj, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + + if(S_ISDIR(obj->mode)) { + stats->is_directory = true; + stats->length = 0; + } + else { + stats->is_directory = false; + daos_size_t size; + dfs_get_size(daos->daos_fs, obj, &size); + stats->length = size; + } + + struct stat stbuf; + + dfs_ostat(daos->daos_fs, obj, &stbuf); + + stats->mtime_nsec = static_cast(stbuf.st_mtime) * 1e9; + + dfs_release(obj); + + TF_SetStatus(status, TF_OK, ""); + +} + +int GetChildren(const TF_Filesystem* filesystem, const char* path, + char*** entries, TF_Status* status) { + int rc; + auto daos = + static_cast(filesystem->plugin_filesystem); + int allow_cont_creation = 1; + std::string pool,cont,dir_path; + rc = ParseDFSPath(path, &pool, &cont, &dir_path); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return -1; + } + daos->Connect(pool, cont,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return -1; + } + rc = daos->Mount(); + if(rc != 0) { + return -1; + } + dfs_obj_t* obj = NULL; + dir_path = "/" + dir_path; + rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &obj, NULL, NULL); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return -1; + } + + if(!S_ISDIR(obj->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return -1; + } + + daos_anchor_t anchor = {0}; + uint32_t nr = STACK; + struct dirent* dirs = (struct dirent*) malloc(nr * sizeof(struct dirent)); + + rc = dfs_readdir(daos->daos_fs, obj, &anchor, &nr, dirs); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, ""); + return -1; + } + + *entries = static_cast( + plugin_memory_allocate(nr * sizeof((*entries)[0]))); + + for(uint32_t i = 0; i < nr; i++) { + (*entries)[i] = strdup(dirs[i].d_name); + } + + free(dirs); + TF_SetStatus(status, TF_OK, ""); + return nr; + +} + +static char* TranslateName(const TF_Filesystem* filesystem, const char* uri) { + return strdup(uri); +} + +void FlushCaches(const TF_Filesystem* filesystem) { + auto daos = + static_cast(filesystem->plugin_filesystem); + daos->ClearConnections(); +} @@ -594,6 +713,10 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { ops->filesystem_ops->get_file_size = tf_dfs_filesystem::GetFileSize; ops->filesystem_ops->delete_file = tf_dfs_filesystem::DeleteFile; ops->filesystem_ops->rename_file = tf_dfs_filesystem::RenameFile; + ops->filesystem_ops->stat = tf_dfs_filesystem::Stat; + ops->filesystem_ops->get_children = tf_dfs_filesystem::GetChildren; + ops->filesystem_ops->translate_name = tf_dfs_filesystem::TranslateName; + ops->filesystem_ops->flush_caches = tf_dfs_filesystem::FlushCaches; diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index df2c9658c..25f52fcb8 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -8,6 +8,7 @@ #define POOL_START 6 #define CONT_START 43 #define PATH_START 80 +#define STACK 24 #include #include From 5b2d86441273ddb0c005e3e8c6b3d1cb57452559 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Tue, 28 Sep 2021 20:43:27 +0200 Subject: [PATCH 17/66] Refactor --- .../core/filesystems/dfs/dfs_filesystem.cc | 345 +++++------------- .../core/filesystems/dfs/dfs_filesystem.h | 157 +++++++- 2 files changed, 224 insertions(+), 278 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index d14cfba65..2be545bfd 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -50,7 +50,9 @@ namespace tf_dfs_filesystem { void Init(TF_Filesystem* filesystem, TF_Status* status) { filesystem->plugin_filesystem = new DFS(); - int rc = daos_init(); + auto daos = + static_cast(filesystem->plugin_filesystem); + int rc = daos->dfsInit(); if(rc) { TF_SetStatus(status, TF_INTERNAL, "Error Initializing DAOS API"); @@ -63,8 +65,8 @@ void Init(TF_Filesystem* filesystem, TF_Status* status) { void Cleanup(TF_Filesystem* filesystem) { auto daos = static_cast(filesystem->plugin_filesystem); + daos->dfsCleanup(); delete daos; - daos_fini(); } void NewFile(const TF_Filesystem* filesystem, const char* path, @@ -72,66 +74,11 @@ void NewFile(const TF_Filesystem* filesystem, const char* path, int rc; auto daos = static_cast(filesystem->plugin_filesystem); - int allow_cont_creation = 1; std::string pool,cont,file_path; - rc = ParseDFSPath(path, &pool, &cont, &file_path); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return; - } - daos->Connect(pool, cont,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return; - } - rc = daos->Mount(); - if(rc != 0) { - return; - } - - file_path = "/" + file_path; - - dfs_obj_t* temp_obj = NULL; - rc = dfs_lookup(daos->daos_fs,file_path.c_str(),O_RDONLY, &temp_obj, NULL, NULL); - if(rc && flags == O_RDONLY) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - dfs_release(temp_obj); - return; - } - - if(temp_obj != NULL && S_ISDIR(temp_obj->mode)) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - dfs_release(temp_obj); - return; - } - - if(temp_obj != NULL) { - dfs_release(temp_obj); - } - - dfs_obj_t* parent = NULL; - size_t file_start = file_path.rfind("/") + 1; - std::string file_name = file_path.substr(file_start); - std::string parent_path = file_path.substr(0, file_start); - if(parent_path != "/") { - rc = dfs_lookup(daos->daos_fs,parent_path.c_str(),O_RDONLY, &parent, NULL, NULL); - if(rc) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - dfs_release(parent); - return; - } - if(!S_ISDIR(parent->mode)) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return; - } - } + rc = daos->Setup(path, pool, cont, file_path, status); + if(rc) return; - rc = dfs_open(daos->daos_fs, parent, file_name.c_str(), mode, - flags, 0, 0, NULL, obj); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, "Error Creating Writable File"); - return; - } + daos->dfsNewFile(file_path, mode, flags, obj, status); } void NewWritableFile(const TF_Filesystem* filesystem, const char* path, @@ -177,28 +124,10 @@ void PathExists(const TF_Filesystem* filesystem, const char* path, int rc; auto daos = static_cast(filesystem->plugin_filesystem); - int allow_cont_creation = 1; std::string pool,cont,file; - rc = ParseDFSPath(path, &pool, &cont, &file); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return; - } - daos->Connect(pool, cont,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return; - } - rc = daos->Mount(); - if(rc != 0) { - TF_SetStatus(status, TF_INTERNAL, - "Error Mounting DFS"); - return; - } - dfs_obj_t* obj = NULL; - file = "/" + file; - rc = dfs_lookup(daos->daos_fs,file.c_str(),O_RDONLY, &obj, NULL, NULL); - dfs_release(obj); + daos->Setup(path, pool, cont, file, status); + dfs_obj_t* obj; + rc = daos->dfsPathExists(file, &obj); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); } @@ -212,73 +141,31 @@ void CreateDir(const TF_Filesystem* filesystem, const char* path, int rc; auto daos = static_cast(filesystem->plugin_filesystem); - int allow_cont_creation = 1; std::string pool,cont,dir_path; - rc = ParseDFSPath(path, &pool, &cont, &dir_path); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return; - } - daos->Connect(pool, cont,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return; - } - rc = daos->Mount(); - if(rc != 0) { - return; - } - dfs_obj_t* parent = NULL; - dir_path = "/" + dir_path; - rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &parent, NULL, NULL); - dfs_release(parent); - if(!rc) { - TF_SetStatus(status, TF_ALREADY_EXISTS, ""); - return; - } + rc = daos->Setup(path, pool, cont, dir_path, status); + if(rc) return; - size_t dir_start = dir_path.rfind("/") + 1; - std::string dir = dir_path.substr(dir_start); - std::string parent_path = dir_path.substr(0, dir_start); - parent = NULL; - if(parent_path != "/") { - rc = dfs_lookup(daos->daos_fs,parent_path.c_str(),O_RDONLY, &parent, NULL, NULL); - if(rc) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - dfs_release(parent); - return; - } - } - - rc = dfs_mkdir(daos->daos_fs,parent,dir.c_str(),S_IWUSR | S_IRUSR,0); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Creating Directory"); - } - else { - TF_SetStatus(status, TF_OK, ""); - } - - dfs_release(parent); + daos->dfsCreateDir(dir_path, status); } static void RecursivelyCreateDir(const TF_Filesystem* filesystem, const char* path, TF_Status* status) { int rc; std::string pool,cont,dir_path; - rc = ParseDFSPath(path, &pool, &cont, &dir_path); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return; - } - size_t next_dir = PATH_START; + auto daos = + static_cast(filesystem->plugin_filesystem); + rc = daos->Setup(path, pool, cont, dir_path, status); + if(rc) return; + + + size_t next_dir = 0; std::string dir_string; - std::string path_string(path); + std::string path_string(dir_path); do { next_dir = path_string.find("/", next_dir); dir_string = path_string.substr(0,next_dir); if(next_dir != std::string::npos) next_dir++; - CreateDir(filesystem, dir_string.c_str(), status); + daos->dfsCreateDir(dir_string, status); if((TF_GetCode(status) != TF_OK) && (TF_GetCode(status) != TF_ALREADY_EXISTS)) return; TF_SetStatus(status, TF_OK, ""); @@ -289,48 +176,35 @@ static void RecursivelyCreateDir(const TF_Filesystem* filesystem, } void DeleteFileSystemEntry(const TF_Filesystem* filesystem, const char* path, - bool recursive, bool is_dir, TF_Status* status) { + bool recursive, bool is_dir, TF_Status* status) { int rc; + std::string pool,cont,dir_path; auto daos = static_cast(filesystem->plugin_filesystem); - int allow_cont_creation = 1; - std::string pool,cont,dir_path; - rc = ParseDFSPath(path, &pool, &cont, &dir_path); - if(rc) { + rc = daos->Setup(path, pool, cont, dir_path, status); + if(rc) return; + + dfs_obj_t* temp_obj; + rc = daos->dfsPathExists(dir_path, &temp_obj, 0); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + if(!is_dir && S_ISDIR(temp_obj->mode)) { TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); return; } - daos->Connect(pool, cont,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return; - } - rc = daos->Mount(); - if(rc != 0) { - return; - } - - dfs_obj_t* parent = NULL; - dir_path = "/" + dir_path; - rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &parent, NULL, NULL); - if(rc) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return; - } - if(!is_dir && S_ISDIR(parent->mode)) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return; - } - dfs_release(parent); + dfs_release(temp_obj); size_t dir_start = dir_path.rfind("/") + 1; - std::string dir = dir_path.substr(dir_start); - std::string parent_path = dir_path.substr(0, dir_start); - parent = NULL; - if(parent_path != "/") { - dfs_lookup(daos->daos_fs,parent_path.c_str(),O_RDONLY, &parent, NULL, NULL); - } + std::string dir = dir_path.substr(dir_start); + dfs_obj_t* parent; + rc = daos->dfsFindParent(dir_path, &parent); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } rc = dfs_remove(daos->daos_fs,parent,dir.c_str(),recursive,NULL); if(rc) { @@ -370,38 +244,25 @@ bool IsDir(const TF_Filesystem* filesystem, const char* path, TF_Status* status) { int rc; bool is_dir = false; + std::string pool, cont, file; auto daos = static_cast(filesystem->plugin_filesystem); - int allow_cont_creation = 1; - std::string pool,cont,file; - rc = ParseDFSPath(path, &pool, &cont, &file); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return is_dir; - } - daos->Connect(pool, cont,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return is_dir; - } - rc = daos->Mount(); - if(rc != 0) { - TF_SetStatus(status, TF_INTERNAL, - "Error Mounting DFS"); - return is_dir; - } - dfs_obj_t* obj = NULL; - file = "/" + file; - rc = dfs_lookup(daos->daos_fs,file.c_str(),O_RDONLY, &obj, NULL, NULL); + rc = daos->Setup(path, pool, cont, file, status); + if(rc) return is_dir; + + + dfs_obj_t* obj; + rc = daos->dfsPathExists(file, &obj, 0); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); } else { is_dir = S_ISDIR(obj->mode); TF_SetStatus(status, TF_OK, ""); - dfs_release(obj); } + dfs_release(obj); + return is_dir; } @@ -411,27 +272,13 @@ int64_t GetFileSize(const TF_Filesystem* filesystem, const char* path, int rc; auto daos = static_cast(filesystem->plugin_filesystem); - int allow_cont_creation = 1; - std::string pool,cont,file; - rc = ParseDFSPath(path, &pool, &cont, &file); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return -1; - } - daos->Connect(pool, cont,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return -1; - } - rc = daos->Mount(); - if(rc != 0) { - TF_SetStatus(status, TF_INTERNAL, - "Error Mounting DFS"); - return -1; - } - dfs_obj_t* obj = NULL; - file = "/" + file; - rc = dfs_lookup(daos->daos_fs,file.c_str(),O_RDONLY, &obj, NULL, NULL); + std::string pool, cont, file; + rc = daos->Setup(path, pool, cont, file, status); + if(rc) return -1; + + + dfs_obj_t* obj; + rc = daos->dfsPathExists(file, &obj, 0); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); return -1; @@ -463,14 +310,14 @@ void RenameFile(const TF_Filesystem* filesystem, const char* src, static_cast(filesystem->plugin_filesystem); int allow_cont_creation = 1; std::string pool_src,cont_src,file_src; - rc = ParseDFSPath(src, &pool_src, &cont_src, &file_src); + rc = ParseDFSPath(src, pool_src, cont_src, file_src); if(rc) { TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); return; } std::string pool_dst,cont_dst,file_dst; - rc = ParseDFSPath(dst, &pool_dst, &cont_dst, &file_dst); + rc = ParseDFSPath(dst, pool_dst, cont_dst, file_dst); if(rc) { TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); return; @@ -497,23 +344,23 @@ void RenameFile(const TF_Filesystem* filesystem, const char* src, file_src = "/" + file_src; file_dst = "/" + file_dst; - dfs_obj_t* temp_obj = NULL; - rc = dfs_lookup(daos->daos_fs,file_src.c_str(),O_RDONLY, &temp_obj, NULL, NULL); + dfs_obj_t* temp_obj; + rc = daos->dfsPathExists(file_src, &temp_obj, 0); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); - dfs_release(temp_obj); return; } - else if(S_ISDIR(temp_obj->mode)) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - dfs_release(temp_obj); - return; + else { + if(S_ISDIR(temp_obj->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + dfs_release(temp_obj); + return; + } } dfs_release(temp_obj); - temp_obj = NULL; - rc = dfs_lookup(daos->daos_fs,file_dst.c_str(),O_RDONLY, &temp_obj, NULL, NULL); - if(temp_obj != NULL && S_ISDIR(temp_obj->mode)) { + rc = daos->dfsPathExists(file_dst, &temp_obj, 0); + if(!rc && S_ISDIR(temp_obj->mode)) { TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); dfs_release(temp_obj); return; @@ -524,8 +371,7 @@ void RenameFile(const TF_Filesystem* filesystem, const char* src, dfs_obj_t* parent_src = NULL; size_t src_start = file_src.rfind("/") + 1; std::string src_name = file_src.substr(src_start); - std::string parent_path_src = file_src.substr(0, src_start); - rc = dfs_lookup(daos->daos_fs,parent_path_src.c_str(),O_RDONLY, &parent_src, NULL, NULL); + rc = daos->dfsFindParent(file_src, &parent_src); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); dfs_release(parent_src); @@ -535,8 +381,7 @@ void RenameFile(const TF_Filesystem* filesystem, const char* src, dfs_obj_t* parent_dst = NULL; size_t dst_start = file_dst.rfind("/") + 1; std::string dst_name = file_dst.substr(dst_start); - std::string parent_path_dst = file_dst.substr(0, dst_start); - rc = dfs_lookup(daos->daos_fs,parent_path_dst.c_str(),O_RDONLY, &parent_dst, NULL, NULL); + rc = daos->dfsFindParent(file_dst, &parent_dst); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); dfs_release(parent_dst); @@ -573,25 +418,12 @@ void Stat(const TF_Filesystem* filesystem, const char* path, int rc; auto daos = static_cast(filesystem->plugin_filesystem); - int allow_cont_creation = 1; std::string pool,cont,dir_path; - rc = ParseDFSPath(path, &pool, &cont, &dir_path); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return; - } - daos->Connect(pool, cont,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return; - } - rc = daos->Mount(); - if(rc != 0) { - return; - } - dfs_obj_t* obj = NULL; - dir_path = "/" + dir_path; - rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &obj, NULL, NULL); + rc = daos->Setup(path, pool, cont, dir_path, status); + if(rc) return; + + dfs_obj_t* obj; + rc = daos->dfsPathExists(dir_path, &obj, 0); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); return; @@ -625,25 +457,12 @@ int GetChildren(const TF_Filesystem* filesystem, const char* path, int rc; auto daos = static_cast(filesystem->plugin_filesystem); - int allow_cont_creation = 1; std::string pool,cont,dir_path; - rc = ParseDFSPath(path, &pool, &cont, &dir_path); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return -1; - } - daos->Connect(pool, cont,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return -1; - } - rc = daos->Mount(); - if(rc != 0) { - return -1; - } - dfs_obj_t* obj = NULL; - dir_path = "/" + dir_path; - rc = dfs_lookup(daos->daos_fs,dir_path.c_str(),O_RDONLY, &obj, NULL, NULL); + rc = daos->Setup(path, pool, cont, dir_path, status); + if(rc) return -1; + + dfs_obj_t* obj; + rc = daos->dfsPathExists(dir_path, &obj, 0); if(rc) { TF_SetStatus(status, TF_NOT_FOUND, ""); return -1; diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 25f52fcb8..1981a354d 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -135,8 +135,8 @@ std::string FormatStorageSize(uint64_t size) { } } -int ParseDFSPath(const std::string& path, std::string* pool_uuid, - std::string* cont_uuid, std::string* filename) { +int ParseDFSPath(const std::string& path, std::string& pool_string, + std::string& cont_string, std::string& filename) { //parse DFS path in the format of dfs://// size_t pool_start = path.find("://") + 3; if(pool_start != POOL_START) @@ -147,9 +147,9 @@ int ParseDFSPath(const std::string& path, std::string* pool_uuid, size_t file_start = path.find("/", cont_start) + 1; if(file_start != PATH_START) return -1; - *pool_uuid = path.substr(pool_start, cont_start - pool_start - 1); - *cont_uuid = path.substr(cont_start, file_start - cont_start - 1); - *filename = path.substr(file_start); + pool_string = path.substr(pool_start, cont_start - pool_start - 1); + cont_string = path.substr(cont_start, file_start - cont_start - 1); + filename = path.substr(file_start); return 0; } @@ -170,6 +170,37 @@ class DFS { daos_fs->mounted = false; } + int dfsInit() { + return daos_init(); + } + + void dfsCleanup() { + Teardown(); + daos_fini(); + } + + int Setup(const std::string& path, std::string& pool_string, + std::string& cont_string, std::string& file_path, TF_Status* status) { + int allow_cont_creation = 1; + int rc; + rc = ParseDFSPath(path, pool_string, cont_string, file_path); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return rc; + } + Connect(pool_string, cont_string,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return rc; + } + return Mount(); + } + + void Teardown() { + Unmount(); + ClearConnections(); + } + void Connect(std::string& pool_string, std::string& cont_string, int allow_cont_creation, TF_Status* status) { int rc; @@ -267,23 +298,119 @@ class DFS { } int ClearConnections() { - int rc; - rc = Unmount(); + int rc; + rc = Unmount(); + if(rc) return rc; + for(auto pool_it = pools.cbegin(); pool_it != pools.cend();) { + for(auto cont_it = (*(*pool_it).second->containers).cbegin(); cont_it != (*(*pool_it).second->containers).cend();) { + rc = DisconnectContainer((*pool_it).first, (*cont_it++).first); + if(rc) return rc; + } + rc = DisconnectPool((*pool_it++).first); if(rc) return rc; - for(auto pool_it = pools.cbegin(); pool_it != pools.cend();) { - for(auto cont_it = (*(*pool_it).second->containers).cbegin(); cont_it != (*(*pool_it).second->containers).cend();) { - rc = DisconnectContainer((*pool_it).first, (*cont_it++).first); - if(rc) return rc; - } - DisconnectPool((*pool_it++).first); - if(rc) return rc; + } + + return rc; + } + + void dfsNewFile(std::string &file_path,mode_t mode, int flags, + dfs_obj_t** obj, TF_Status* status) { + int rc; + dfs_obj_t* temp_obj; + rc = dfsPathExists(file_path, &temp_obj, 0); + if(rc && flags == O_RDONLY) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; } + if(temp_obj != NULL && S_ISDIR(temp_obj->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + dfs_release(temp_obj); + return; + } + + if(temp_obj != NULL) { + dfs_release(temp_obj); + } + + dfs_obj_t* parent; + rc =dfsFindParent(file_path, &parent); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + dfs_release(parent); + return; + } + if(parent != NULL && !S_ISDIR(parent->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + + size_t file_start = file_path.rfind("/") + 1; + std::string file_name = file_path.substr(file_start); + + rc = dfs_open(daos_fs, parent, file_name.c_str(), mode, + flags, 0, 0, NULL, obj); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, "Error Creating Writable File"); + return; + } + } + + int dfsPathExists(std::string &file, dfs_obj_t **obj, int release_obj = 1) { + (*obj) = NULL; + int rc; + if(file.front() != '/') file = "/" + file; + rc = dfs_lookup(daos_fs,file.c_str(),O_RDONLY, obj, NULL, NULL); + if(release_obj) dfs_release(*obj); + return rc; + } + + int dfsFindParent(std::string &file, dfs_obj_t **parent) { + (*parent) = NULL; + size_t file_start = file.rfind("/") + 1; + std::string parent_path = file.substr(0, file_start); + if(parent_path != "/") { + return dfs_lookup(daos_fs,parent_path.c_str(),O_RDONLY, parent, NULL, NULL); + } + else { + (*parent) = NULL; + return 0; + } + } + + int dfsCreateDir(std::string &dir_path, TF_Status *status) { + dfs_obj_t* temp_obj; + int rc; + rc = dfsPathExists(dir_path, &temp_obj); + if(!rc) { + TF_SetStatus(status, TF_ALREADY_EXISTS, ""); + return rc; + } + + size_t dir_start = dir_path.rfind("/") + 1; + std::string dir = dir_path.substr(dir_start); + dfs_obj_t* parent; + rc = dfsFindParent(dir_path, &parent); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return rc; + } + + rc = dfs_mkdir(daos_fs,parent,dir.c_str(),S_IWUSR | S_IRUSR,0); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Creating Directory"); + } + else { + TF_SetStatus(status, TF_OK, ""); + } + + dfs_release(parent); + return rc; } ~DFS() { - ClearConnections(); free(daos_fs); } private: From 10b09de8cf9613b65cf2504c743e32fa13c2cc61 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Wed, 29 Sep 2021 15:18:53 +0200 Subject: [PATCH 18/66] Writable File Ops Done --- .../core/filesystems/dfs/dfs_filesystem.cc | 55 ++++++++++++++++++- 1 file changed, 54 insertions(+), 1 deletion(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 2be545bfd..3c4ef10f2 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -41,6 +41,52 @@ typedef struct DFSWritableFile { } } DFSWritableFile; +void Cleanup(TF_WritableFile* file) { + auto dfs_file = static_cast(file->plugin_file); + dfs_release(dfs_file->daos_file.file); + dfs_file->daos_fs = nullptr; + delete dfs_file; +} + +void Append(const TF_WritableFile* file, const char* buffer, size_t n, + TF_Status* status) { + d_sg_list_t wsgl; + d_iov_t iov; + int rc; + auto dfs_file = static_cast(file->plugin_file); + + d_iov_set(&iov, (void*)buffer, n); + wsgl.sg_nr = 1; + wsgl.sg_iovs = &iov; + + daos_size_t size; + dfs_get_size(dfs_file->daos_fs,dfs_file->daos_file.file, &size); + dfs_file->daos_file.offset = size; + + rc = dfs_write(dfs_file->daos_fs, dfs_file->daos_file.file, &wsgl, dfs_file->daos_file.offset, NULL); + if(rc) { + TF_SetStatus(status, TF_RESOURCE_EXHAUSTED, ""); + } + + TF_SetStatus(status, TF_OK, ""); +} + +int64_t Tell(const TF_WritableFile* file, TF_Status* status) { + auto dfs_file = static_cast(file->plugin_file); + + TF_SetStatus(status, TF_OK, ""); + + return dfs_file->daos_file.offset; +} + +void Close(const TF_WritableFile* file, TF_Status* status) { + auto dfs_file = static_cast(file->plugin_file); + dfs_release(dfs_file->daos_file.file); + dfs_file->daos_fs = nullptr; + TF_SetStatus(status, TF_OK, ""); +} + + } //tf_writable_file @@ -516,6 +562,13 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { TF_SetFilesystemVersionMetadata(ops); ops->scheme = strdup(uri); + ops->writable_file_ops = static_cast( + plugin_memory_allocate(TF_WRITABLE_FILE_OPS_SIZE)); + ops->writable_file_ops->cleanup = tf_writable_file::Cleanup; + ops->writable_file_ops->append = tf_writable_file::Append; + ops->writable_file_ops->tell = tf_writable_file::Tell; + ops->writable_file_ops->close = tf_writable_file::Close; + ops->filesystem_ops = static_cast( plugin_memory_allocate(TF_FILESYSTEM_OPS_SIZE)); ops->filesystem_ops->init = tf_dfs_filesystem::Init; @@ -544,4 +597,4 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { } // namespace dfs } // namespace io -} // namepsace tensorflow +} // namespace tensorflow From 83fd151afb4e8ad59ec7ae2a99b6a9fe48d7b1f5 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Wed, 29 Sep 2021 17:27:41 +0200 Subject: [PATCH 19/66] Random Access File Ops Done --- .../core/filesystems/dfs/dfs_filesystem.cc | 44 +++++++++++++++++++ 1 file changed, 44 insertions(+) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 3c4ef10f2..da2c05732 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -23,6 +23,45 @@ typedef struct DFSRandomAccessFile { } } DFSRandomAccessFile; +void Cleanup(TF_RandomAccessFile* file) { + auto dfs_file = static_cast(file->plugin_file); + dfs_release(dfs_file->daos_file.file); + dfs_file->daos_fs = nullptr; + delete dfs_file; +} + +int64_t Read(const TF_RandomAccessFile* file, uint64_t offset, size_t n, + char* buffer, TF_Status* status) { + + d_sg_list_t rsgl; + d_iov_t iov; + int rc; + auto dfs_file = static_cast(file->plugin_file); + + d_iov_set(&iov, (void*)buffer, n); + rsgl.sg_nr = 1; + rsgl.sg_iovs = &iov; + + daos_size_t read_size; + dfs_file->daos_file.offset = offset; + + rc = dfs_read(dfs_file->daos_fs, dfs_file->daos_file.file, &rsgl, + dfs_file->daos_file.offset, &read_size, NULL); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, ""); + return read_size; + } + + if(read_size != n) { + TF_SetStatus(status, TF_OUT_OF_RANGE, ""); + return read_size; + } + + TF_SetStatus(status, TF_OK, ""); + return read_size; + +} + } // tf_random_access_file @@ -562,6 +601,11 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { TF_SetFilesystemVersionMetadata(ops); ops->scheme = strdup(uri); + ops->random_access_file_ops = static_cast( + plugin_memory_allocate(TF_RANDOM_ACCESS_FILE_OPS_SIZE)); + ops->random_access_file_ops->cleanup = tf_random_access_file::Cleanup; + ops->random_access_file_ops->read = tf_random_access_file::Read; + ops->writable_file_ops = static_cast( plugin_memory_allocate(TF_WRITABLE_FILE_OPS_SIZE)); ops->writable_file_ops->cleanup = tf_writable_file::Cleanup; From ec328c1f046008cb7b49bc80911153765bd759d0 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Wed, 6 Oct 2021 15:19:30 +0200 Subject: [PATCH 20/66] Tests Added (Bug in isDirectory and Wildcard Matching) --- .../core/filesystems/dfs/dfs_filesystem.cc | 4 +- .../core/filesystems/dfs/dfs_filesystem.h | 11 +- tests/test_dfs.py | 155 ++++++++++++++++++ tests/test_dfs/dfs_test.sh | 8 + 4 files changed, 174 insertions(+), 4 deletions(-) create mode 100644 tests/test_dfs.py create mode 100755 tests/test_dfs/dfs_test.sh diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index da2c05732..8a116411e 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -122,6 +122,7 @@ void Close(const TF_WritableFile* file, TF_Status* status) { auto dfs_file = static_cast(file->plugin_file); dfs_release(dfs_file->daos_file.file); dfs_file->daos_fs = nullptr; + dfs_file->daos_file.file = nullptr; TF_SetStatus(status, TF_OK, ""); } @@ -299,6 +300,7 @@ void DeleteFileSystemEntry(const TF_Filesystem* filesystem, const char* path, else { TF_SetStatus(status, TF_OK, ""); } + dfs_release(parent); } @@ -641,4 +643,4 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { } // namespace dfs } // namespace io -} // namespace tensorflow +} // namespace tensorflow \ No newline at end of file diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 1981a354d..b55f00c58 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -145,11 +145,11 @@ int ParseDFSPath(const std::string& path, std::string& pool_string, if(cont_start != CONT_START) return -1; size_t file_start = path.find("/", cont_start) + 1; - if(file_start != PATH_START) + if(file_start != PATH_START && path.size() > PATH_START) return -1; pool_string = path.substr(pool_start, cont_start - pool_start - 1); cont_string = path.substr(cont_start, file_start - cont_start - 1); - filename = path.substr(file_start); + filename = (file_start == PATH_START)? path.substr(file_start) : ""; return 0; } @@ -358,7 +358,12 @@ class DFS { int dfsPathExists(std::string &file, dfs_obj_t **obj, int release_obj = 1) { (*obj) = NULL; - int rc; + int rc = 0; + if(file.empty()) { + (*obj) = (dfs_obj_t*)malloc(sizeof(dfs_obj_t)); + (*obj) = &(daos_fs->root); + return rc; + } if(file.front() != '/') file = "/" + file; rc = dfs_lookup(daos_fs,file.c_str(),O_RDONLY, obj, NULL, NULL); if(release_obj) dfs_release(*obj); diff --git a/tests/test_dfs.py b/tests/test_dfs.py new file mode 100644 index 000000000..796de015f --- /dev/null +++ b/tests/test_dfs.py @@ -0,0 +1,155 @@ +import os +import sys +import pytest + +import tensorflow as tf +import tensorflow_io as tfio +from tensorflow.python.lib.io import _pywrap_file_io +from tensorflow.python.util import compat + +if sys.platform in ["darwin", "win32"]: + pytest.skip("Incompatible", allow_module_level=True) + + +class DFSTest(tf.test.TestCase): + + def __init__(self, methodName="runTest"): # pylint: disable=invalid-name + + self.pool = os.environ["POOL_ID"] + self.container = os.environ["CONT_ID"] + self.path_root = "dfs://" + os.path.join(self.pool, self.container) + super().__init__(methodName) + + def _path_to(self, path): + return os.path.join(self.path_root, path) + + def _test_exists(self): + self.assertTrue(tf.io.gfile.isdir(self.path_root)) + + def test_create_file(self): + """Test create file.""" + # Setup and check preconditions. + file_name = self._path_to("testfile") + if tf.io.gfile.exists(file_name): + tf.io.gfile.remove(file_name) + # Create file. + with tf.io.gfile.GFile(file_name, "w") as w: + w.write("") + # Check that file was created. + self.assertTrue(tf.io.gfile.exists(file_name)) + + tf.io.gfile.remove(file_name) + def test_write_read_file(self): + """Test write/read file.""" + # Setup and check preconditions. + file_name = self._path_to("writereadfile") + if tf.io.gfile.exists(file_name): + tf.io.gfile.remove(file_name) + + # Write data. + with tf.io.gfile.GFile(file_name, "w") as w: + w.write("Hello\n, world!") + + # Read data. + with tf.io.gfile.GFile(file_name, "r") as r: + file_read = r.read() + self.assertEqual(file_read, "Hello\n, world!") + + def test_wildcard_matching(self): + """Test glob patterns""" + dir_name = self._path_to("wildcard") + tf.io.gfile.mkdir(dir_name) + for ext in [".txt", ".md"]: + for i in range(3): + file_path = self._path_to("wildcard/{}{}".format(i, ext)) + with tf.io.gfile.GFile(file_path, "w") as f: + f.write("") + + txt_files = tf.io.gfile.glob(self._path_to("wildcard/*.txt")) + self.assertEqual(3, len(txt_files)) + for i, name in enumerate(txt_files): + self.assertEqual(self._path_to("wildcard/{}.txt".format(i)), name) + tf.io.gfile.rmtree(self._path_to("wildcard")) + + def test_delete_recursively(self): + """Test delete recursively.""" + # Setup and check preconditions. + dir_name = self._path_to("recursive") + file_name = self._path_to("recursive/1") + + tf.io.gfile.mkdir(dir_name) + with tf.io.gfile.GFile(file_name, "w") as w: + w.write("") + + self.assertTrue(tf.io.gfile.isdir(dir_name)) + self.assertTrue(tf.io.gfile.exists(file_name)) + + # Delete directory recursively. + tf.io.gfile.rmtree(dir_name) + + # Check that directory was deleted. + self.assertFalse(tf.io.gfile.exists(dir_name)) + self.assertFalse(tf.io.gfile.exists(file_name)) + + def test_is_directory(self): + """Test is directory.""" + # Setup and check preconditions. + parent = self._path_to("isdir") + dir_name = self._path_to("isdir/1") + file_name = self._path_to("isdir/5.txt") + tf.io.gfile.mkdir(parent) + with tf.io.gfile.GFile(file_name, "w") as w: + w.write("123") + tf.io.gfile.mkdir(dir_name) + # Check that directory is a directory. + self.assertTrue(tf.io.gfile.isdir(dir_name)) + # Check that file is not a directory. + self.assertFalse(tf.io.gfile.isdir(file_name)) + + def test_list_directory(self): + """Test list directory.""" + # Setup and check preconditions. + dir_name = self._path_to("listdir") + tf.io.gfile.mkdir(dir_name) + file_names = [self._path_to("listdir/{}".format(i)) for i in range(1, 4)] + + for file_name in file_names: + with tf.io.gfile.GFile(file_name, "w") as w: + w.write("") + # Get list of files in directory. + ls_result = tf.io.gfile.listdir(dir_name) + # Check that list of files is correct. + self.assertEqual(len(file_names), len(ls_result)) + for e in ["1", "2", "3"]: + self.assertTrue(e in ls_result) + + def test_make_dirs(self): + """Test make dirs.""" + # Setup and check preconditions. + dir_name = self.path_root + # Make directory. + tf.io.gfile.mkdir(dir_name) + # Check that directory was created. + self.assertTrue(tf.io.gfile.isdir(dir_name)) + + parent = self._path_to("test") + dir_name = self._path_to("test/directory") + tf.io.gfile.mkdir(parent) + tf.io.gfile.makedirs(dir_name) + self.assertTrue(tf.io.gfile.isdir(dir_name)) + + def test_remove(self): + """Test remove.""" + # Setup and check preconditions. + file_name = self._path_to("file_to_be_removed") + self.assertFalse(tf.io.gfile.exists(file_name)) + with tf.io.gfile.GFile(file_name, "w") as w: + w.write("") + self.assertTrue(tf.io.gfile.exists(file_name)) + # Remove file. + tf.io.gfile.remove(file_name) + # Check that file was removed. + self.assertFalse(tf.io.gfile.exists(file_name)) + +if __name__ == "__main__": + tf.test.main() \ No newline at end of file diff --git a/tests/test_dfs/dfs_test.sh b/tests/test_dfs/dfs_test.sh new file mode 100755 index 000000000..001e57685 --- /dev/null +++ b/tests/test_dfs/dfs_test.sh @@ -0,0 +1,8 @@ +#!/usr/bin/env bash +OUTPUT=$(dmg -i pool create -s 2G) +echo "$OUTPUT" +export POOL_ID=`echo -e $OUTPUT | cut -d':' -f 3 | cut -d ' ' -f 2 | xargs` +echo "$POOL_ID" +OUTPUT=$(daos cont create --pool=$POOL_ID --type=POSIX) +export CONT_ID=`echo -e $OUTPUT | cut -d ' ' -f 4 | xargs` +echo "$CONT_ID" \ No newline at end of file From cadd6f6af3084657227364f5c492f0da0ccb45cc Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Sun, 10 Oct 2021 14:26:51 +0200 Subject: [PATCH 21/66] Tests completed & passed & wildcard matching to be checked --- .../core/filesystems/dfs/dfs_filesystem.cc | 14 ++++++++++++-- .../core/filesystems/dfs/dfs_filesystem.h | 8 +++++--- tests/test_dfs.py | 6 +++--- 3 files changed, 20 insertions(+), 8 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 8a116411e..5e99498cd 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -337,6 +337,10 @@ bool IsDir(const TF_Filesystem* filesystem, const char* path, rc = daos->Setup(path, pool, cont, file, status); if(rc) return is_dir; + if(daos->isRoot(file)){ + is_dir = true; + return is_dir; + } dfs_obj_t* obj; rc = daos->dfsPathExists(file, &obj, 0); @@ -345,11 +349,17 @@ bool IsDir(const TF_Filesystem* filesystem, const char* path, } else { is_dir = S_ISDIR(obj->mode); - TF_SetStatus(status, TF_OK, ""); } dfs_release(obj); + if(is_dir) { + TF_SetStatus(status, TF_OK, ""); + } + else { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + } + return is_dir; } @@ -643,4 +653,4 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { } // namespace dfs } // namespace io -} // namespace tensorflow \ No newline at end of file +} // namespace tensorflow diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index b55f00c58..898cd13b4 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -359,9 +359,7 @@ class DFS { int dfsPathExists(std::string &file, dfs_obj_t **obj, int release_obj = 1) { (*obj) = NULL; int rc = 0; - if(file.empty()) { - (*obj) = (dfs_obj_t*)malloc(sizeof(dfs_obj_t)); - (*obj) = &(daos_fs->root); + if(isRoot(file)) { return rc; } if(file.front() != '/') file = "/" + file; @@ -415,6 +413,10 @@ class DFS { return rc; } + bool isRoot(std::string& file_path) { + return file_path.empty(); + } + ~DFS() { free(daos_fs); } diff --git a/tests/test_dfs.py b/tests/test_dfs.py index 796de015f..4fc1d2351 100644 --- a/tests/test_dfs.py +++ b/tests/test_dfs.py @@ -23,7 +23,7 @@ def __init__(self, methodName="runTest"): # pylint: disable=invalid-name def _path_to(self, path): return os.path.join(self.path_root, path) - def _test_exists(self): + def test_exists(self): self.assertTrue(tf.io.gfile.isdir(self.path_root)) def test_create_file(self): @@ -96,10 +96,10 @@ def test_is_directory(self): # Setup and check preconditions. parent = self._path_to("isdir") dir_name = self._path_to("isdir/1") - file_name = self._path_to("isdir/5.txt") + file_name = self._path_to("7.txt") tf.io.gfile.mkdir(parent) with tf.io.gfile.GFile(file_name, "w") as w: - w.write("123") + w.write("") tf.io.gfile.mkdir(dir_name) # Check that directory is a directory. self.assertTrue(tf.io.gfile.isdir(dir_name)) From dc664ae721dcfbf90808fc3527235e82a8875887 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Thu, 14 Oct 2021 14:17:16 +0200 Subject: [PATCH 22/66] Added Tutorial --- docs/tutorials/daos.ipynb | 209 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 209 insertions(+) create mode 100644 docs/tutorials/daos.ipynb diff --git a/docs/tutorials/daos.ipynb b/docs/tutorials/daos.ipynb new file mode 100644 index 000000000..ddf0954cd --- /dev/null +++ b/docs/tutorials/daos.ipynb @@ -0,0 +1,209 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1f9e30da", + "metadata": {}, + "source": [ + "# DAOS Filesystem with Tensorflow" + ] + }, + { + "cell_type": "markdown", + "id": "22b37505", + "metadata": {}, + "source": [ + "## Overview\n", + "\n", + "This tutorial shows how to use read and write files on [DAOS Filesystem](https://docs.daos.io/) with TensorFlow, through TensorFlow IO's DAOS file system integration.\n", + "\n", + "A machine running DAOS natively or through a [docker emulator](https://github.com/daos-stack/daos/tree/master/utils/docker) is needed to run this tutorial and/or use the Tensorflow IO DAOS integration. The DAOS Pool and Container IDs should be provided through environmental variables:\n", + "```\n", + "os.environ['TF_POOL_ID'] = ''\n", + "os.environ['TF_CONT_ID'] = ''\n", + "```\n", + "\n", + "The pool and container id are part of the filename uri:\n", + "```\n", + "dfs:////\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "8a3ef6a9", + "metadata": {}, + "source": [ + "## Setup and usage" + ] + }, + { + "cell_type": "markdown", + "id": "1ad41a1a", + "metadata": {}, + "source": [ + "### Install required packages, and restart runtime" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5e35916b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Defaulting to user installation because normal site-packages is not writeable\n", + "Requirement already satisfied: tensorflow-io in /home/omar/.local/lib/python3.8/site-packages (0.20.0)\n", + "Requirement already satisfied: tensorflow<2.7.0,>=2.6.0 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow-io) (2.6.0)\n", + "Requirement already satisfied: tensorflow-io-gcs-filesystem==0.20.0 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow-io) (0.20.0)\n", + "Requirement already satisfied: keras-preprocessing~=1.1.2 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow<2.7.0,>=2.6.0->tensorflow-io) (1.1.2)\n", + "Requirement already satisfied: opt-einsum~=3.3.0 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow<2.7.0,>=2.6.0->tensorflow-io) (3.3.0)\n", + "Requirement already satisfied: tensorboard~=2.6 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow<2.7.0,>=2.6.0->tensorflow-io) (2.6.0)\n", + "Requirement already satisfied: tensorflow-estimator~=2.6 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow<2.7.0,>=2.6.0->tensorflow-io) (2.6.0)\n", + "Requirement already satisfied: keras~=2.6 in /home/omar/.local/lib/python3.8/site-packages (from 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in /usr/lib/python3/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (3.1.0)\n" + ] + } + ], + "source": [ + "try:\n", + " %tensorflow_version 2.x \n", + "except Exception:\n", + " pass\n", + "\n", + "!pip install tensorflow-io" + ] + }, + { + "cell_type": "markdown", + "id": "bf7de300", + "metadata": {}, + "source": [ + "### Create Pool and Container" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "79528fed", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "bash: line 2: dmg: command not found\n", + "bash: line 4: daos: command not found\n" + ] + } + ], + "source": [ + "%%bash\n", + "OUTPUT=$(dmg -i pool create -s 2G)\n", + "export TF_POOL_ID=`echo -e $OUTPUT | cut -d':' -f 3 | cut -d ' ' -f 2 | xargs`\n", + "OUTPUT=$(daos cont create --pool=$TF_POOL_ID --type=POSIX)\n", + "export TF_CONT_ID=`echo -e $OUTPUT | cut -d ' ' -f 4 | xargs`" + ] + }, + { + "cell_type": "markdown", + "id": "d860192c", + "metadata": {}, + "source": [ + "### Read and write files to DAOS with TensorFlow\n", + "\n", + "The following is an example of reading and writing files to DAOS with TensorFlow's API.\n", + "\n", + "It behaves the same way as other file systems (e.g., POSIX or GCS) in TensorFlow once `tensorflow-io` package is imported, as `tensorflow-io` will automatically register `dfs` scheme for use.\n", + "\n", + "The DAOS POOL ID and Container ID should be provided through `TF_POOL_ID` and `TF_CONT_ID` environmental variables." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "459ab7e3", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import tensorflow as tf\n", + "import tensorflow_io as tfio\n", + "\n", + "pool = os.environ['TF_POOL_ID']\n", + "cont = os.environ['TF_CONT_ID']" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f10b9d4a", + "metadata": {}, + "outputs": [], + "source": [ + "base = pool + \"/\" + cont\n", + "pathname = 'dfs://{}/dfstest'.format(base)\n", + "tf.io.gfile.mkdir(pathname)\n", + "\n", + "filename = pathname + '/hello.txt'\n", + "with tf.io.gfile.GFile(filename, mode='w') as w:\n", + " w.write(\"Hello, world!\")\n", + "\n", + "with tf.io.gfile.GFile(filename, mode='r') as r:\n", + " print(r.read())" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.8.10 64-bit", + "language": "python", + "name": "python3810jvsc74a57bd0e7370f93d1d0cde622a1f8e1c04877d8463912d04d973331ad4851f04de6915a" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 366d63cf62d282dc809c6c9bf90d9151374e0db7 Mon Sep 17 00:00:00 2001 From: root Date: Thu, 14 Oct 2021 17:39:14 +0200 Subject: [PATCH 23/66] Tutorial tested and configured --- docs/tutorials/daos.ipynb | 163 +++++++++++++++------------ tensorflow_io/core/filesystems/BUILD | 2 +- 2 files changed, 95 insertions(+), 70 deletions(-) diff --git a/docs/tutorials/daos.ipynb b/docs/tutorials/daos.ipynb index ddf0954cd..03c041ebc 100644 --- a/docs/tutorials/daos.ipynb +++ b/docs/tutorials/daos.ipynb @@ -17,11 +17,7 @@ "\n", "This tutorial shows how to use read and write files on [DAOS Filesystem](https://docs.daos.io/) with TensorFlow, through TensorFlow IO's DAOS file system integration.\n", "\n", - "A machine running DAOS natively or through a [docker emulator](https://github.com/daos-stack/daos/tree/master/utils/docker) is needed to run this tutorial and/or use the Tensorflow IO DAOS integration. The DAOS Pool and Container IDs should be provided through environmental variables:\n", - "```\n", - "os.environ['TF_POOL_ID'] = ''\n", - "os.environ['TF_CONT_ID'] = ''\n", - "```\n", + "A machine running DAOS natively or through a [docker emulator](https://github.com/daos-stack/daos/tree/master/utils/docker) is needed to run this tutorial and/or use the Tensorflow IO DAOS integration. The DAOS Pool and Container used for this tutorial will be created and deleted within this tutorial:\n", "\n", "The pool and container id are part of the filename uri:\n", "```\n", @@ -55,44 +51,52 @@ "name": "stdout", "output_type": "stream", "text": [ - "Defaulting to user installation because normal site-packages is not writeable\n", - "Requirement already satisfied: tensorflow-io in /home/omar/.local/lib/python3.8/site-packages (0.20.0)\n", - "Requirement already satisfied: tensorflow<2.7.0,>=2.6.0 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow-io) (2.6.0)\n", - "Requirement already satisfied: tensorflow-io-gcs-filesystem==0.20.0 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow-io) (0.20.0)\n", - "Requirement already satisfied: keras-preprocessing~=1.1.2 in /home/omar/.local/lib/python3.8/site-packages (from tensorflow<2.7.0,>=2.6.0->tensorflow-io) (1.1.2)\n", - "Requirement already satisfied: opt-einsum~=3.3.0 in 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tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (2.24.0)\n", + "Requirement already satisfied: setuptools>=41.0.0 in /usr/local/lib/python3.6/site-packages (from tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (58.2.0)\n", + "Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /usr/local/lib/python3.6/site-packages (from tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (1.8.0)\n", + "Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /usr/local/lib/python3.6/site-packages (from tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (0.4.6)\n", + "Requirement already satisfied: google-auth<2,>=1.6.3 in /usr/local/lib/python3.6/site-packages (from tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (1.35.0)\n", + "Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.6/site-packages (from google-auth<2,>=1.6.3->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (4.7.2)\n", + "Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.6/site-packages (from google-auth<2,>=1.6.3->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (0.2.8)\n", + "Requirement already satisfied: cachetools<5.0,>=2.0.0 in /usr/local/lib/python3.6/site-packages (from google-auth<2,>=1.6.3->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (4.2.4)\n", + "Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/lib/python3.6/site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (1.0.0)\n", + "Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.6/site-packages (from markdown>=2.6.8->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (4.8.1)\n", + "Requirement already satisfied: idna<3,>=2.5 in /usr/lib/python3.6/site-packages (from requests<3,>=2.21.0->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (2.5)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/site-packages (from requests<3,>=2.21.0->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (2021.10.8)\n", + "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/lib/python3.6/site-packages (from requests<3,>=2.21.0->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (3.0.4)\n", + "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/lib/python3.6/site-packages (from requests<3,>=2.21.0->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (1.24.2)\n", + "Requirement already satisfied: dataclasses in /usr/local/lib/python3.6/site-packages (from werkzeug>=0.11.15->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (0.8)\n", + "Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /usr/local/lib/python3.6/site-packages (from pyasn1-modules>=0.2.1->google-auth<2,>=1.6.3->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (0.4.8)\n", + "Requirement already satisfied: oauthlib>=0.6.2 in /usr/lib/python3.6/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (2.1.0)\n", + "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.6/site-packages (from importlib-metadata->markdown>=2.6.8->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (3.6.0)\n", + "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\n" ] } ], @@ -118,22 +122,12 @@ "execution_count": 2, "id": "79528fed", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "bash: line 2: dmg: command not found\n", - "bash: line 4: daos: command not found\n" - ] - } - ], + "outputs": [], "source": [ - "%%bash\n", - "OUTPUT=$(dmg -i pool create -s 2G)\n", - "export TF_POOL_ID=`echo -e $OUTPUT | cut -d':' -f 3 | cut -d ' ' -f 2 | xargs`\n", - "OUTPUT=$(daos cont create --pool=$TF_POOL_ID --type=POSIX)\n", - "export TF_CONT_ID=`echo -e $OUTPUT | cut -d ' ' -f 4 | xargs`" + "pool = !echo -e $(dmg -i pool create -s 2G) | cut -d':' -f 3 | cut -d ' ' -f 2 | xargs\n", + "pool = pool[0]\n", + "cont = !echo -e $(daos cont create --pool=$pool --type=POSIX) | cut -d ' ' -f 4 | xargs\n", + "cont = cont[0]" ] }, { @@ -147,22 +141,35 @@ "\n", "It behaves the same way as other file systems (e.g., POSIX or GCS) in TensorFlow once `tensorflow-io` package is imported, as `tensorflow-io` will automatically register `dfs` scheme for use.\n", "\n", - "The DAOS POOL ID and Container ID should be provided through `TF_POOL_ID` and `TF_CONT_ID` environmental variables." + "The DAOS POOL ID and Container ID should be provided through `pool` and `cont` variables." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "459ab7e3", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Name: tensorflow-io\r\n", + "Version: 0.21.0\r\n", + "Summary: TensorFlow IO\r\n", + "Home-page: https://github.com/tensorflow/io\r\n", + "Author: Google Inc.\r\n", + "Author-email: opensource@google.com\r\n", + "License: UNKNOWN\r\n", + "Location: /usr/local/lib64/python3.6/site-packages\r\n", + "Requires: tensorflow, tensorflow-io-gcs-filesystem\r\n", + "Required-by: \r\n" + ] + } + ], "source": [ - "import os\n", "import tensorflow as tf\n", - "import tensorflow_io as tfio\n", - "\n", - "pool = os.environ['TF_POOL_ID']\n", - "cont = os.environ['TF_CONT_ID']" + "import tensorflow_io as tfio" ] }, { @@ -183,13 +190,31 @@ "with tf.io.gfile.GFile(filename, mode='r') as r:\n", " print(r.read())" ] + }, + { + "cell_type": "markdown", + "id": "7b316950", + "metadata": {}, + "source": [ + "### Cleanup" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a1050d4", + "metadata": {}, + "outputs": [], + "source": [ + "!dmg -i pool destroy -f --pool $pool" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3.8.10 64-bit", + "display_name": "Python 3", "language": "python", - "name": "python3810jvsc74a57bd0e7370f93d1d0cde622a1f8e1c04877d8463912d04d973331ad4851f04de6915a" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -201,7 +226,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.6.8" } }, "nbformat": 4, diff --git a/tensorflow_io/core/filesystems/BUILD b/tensorflow_io/core/filesystems/BUILD index 5e612c605..11c4f9dac 100644 --- a/tensorflow_io/core/filesystems/BUILD +++ b/tensorflow_io/core/filesystems/BUILD @@ -39,7 +39,7 @@ cc_library( "//tensorflow_io/core/filesystems/hdfs", "//tensorflow_io/core/filesystems/http", "//tensorflow_io/core/filesystems/s3", - "//tensorflow_io/core/filesystems/dfs", + "//tensorflow_io/core/filesystems/dfs", ], alwayslink = 1, ) From 8a8cabf7d3ab98f37baffd1016a0fcc4baa526b8 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Tue, 19 Oct 2021 12:46:17 +0200 Subject: [PATCH 24/66] Implementation of Wildcard Matching --- .../core/filesystems/dfs/dfs_filesystem.cc | 140 ++++++++++++++++-- .../core/filesystems/dfs/dfs_filesystem.h | 128 ++++++++++++++++ tests/test_dfs.py | 2 +- 3 files changed, 258 insertions(+), 12 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 5e99498cd..c807a2484 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -570,24 +570,17 @@ int GetChildren(const TF_Filesystem* filesystem, const char* path, return -1; } - daos_anchor_t anchor = {0}; - uint32_t nr = STACK; - struct dirent* dirs = (struct dirent*) malloc(nr * sizeof(struct dirent)); - - rc = dfs_readdir(daos->daos_fs, obj, &anchor, &nr, dirs); + std::vector children; + rc = daos->dfsReadDir(obj, children); if(rc) { TF_SetStatus(status, TF_INTERNAL, ""); return -1; } - *entries = static_cast( - plugin_memory_allocate(nr * sizeof((*entries)[0]))); + uint32_t nr = children.size(); - for(uint32_t i = 0; i < nr; i++) { - (*entries)[i] = strdup(dirs[i].d_name); - } + CopyEntries(entries, children); - free(dirs); TF_SetStatus(status, TF_OK, ""); return nr; @@ -602,6 +595,130 @@ void FlushCaches(const TF_Filesystem* filesystem) { static_cast(filesystem->plugin_filesystem); daos->ClearConnections(); } + +int GetMatchingPaths(const TF_Filesystem* filesystem, const char* path, + char*** entries, TF_Status* status) { + int rc = 0; + auto daos = + static_cast(filesystem->plugin_filesystem); + std::vector results; + dfs_obj_t* obj; + + std::string pool,cont,glob; + rc = daos->Setup(path, pool, cont, glob, status); + if(rc) return -1; + + if(glob.empty()) { + TF_SetStatus(status, TF_OK, ""); + return results.size(); + } + + std::vector dirs = tensorflow::internal::AllDirectoryPrefixes(glob); + + int matching_index = tensorflow::internal::GetFirstGlobbingEntry(dirs); + + if (matching_index == (int)dirs.size()) { + if (daos->dfsPathExists(glob, &obj, 1) == 0) { + results.emplace_back(glob); + } + + TF_SetStatus(status, TF_OK, ""); + CopyEntries(entries, results); + return results.size(); + } + + std::deque> expand_queue; + std::deque> next_expand_queue; + expand_queue.emplace_back(dirs[matching_index - 1], matching_index - 1); + + mutex result_mutex; + mutex queue_mutex; + + while (!expand_queue.empty()) { + auto handle_level = [&daos, &results, &dirs, &expand_queue, + &next_expand_queue, &result_mutex, + &queue_mutex, &status](int i) { + + const auto& queue_item = expand_queue.at(i); + const std::string& parent = queue_item.first; + const int index = queue_item.second + 1; + const std::string& match_pattern = dirs[index]; + int rc; + + dfs_obj_t* obj; + std::string parent_string(parent); + rc = daos->dfsPathExists(parent_string, &obj, 0); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + + std::vector children; + rc = daos->dfsReadDir(obj, children); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, ""); + return; + } + + dfs_release(obj); + + if (children.empty()) { + return; + } + + std::vector children_status(children.size()); + + auto handle_children = [&daos, &match_pattern, &parent, &children, + &children_status](int j) { + + const std::string path = io::JoinPath(parent, children[j]); + if(!Match(path, match_pattern)) { + children_status[j] = NON_MATCHING; + } + else { + dfs_obj_t* obj; + std::string path_string(path); + daos->dfsPathExists(path_string, &obj, 0); + if(S_ISDIR(obj->mode)) { + children_status[j] = MATCHING_DIR; + } + else { + children_status[j] = OK; + } + + dfs_release(obj); + } + }; + + tensorflow::internal::ForEach(0, children.size(), handle_children); + + for (size_t j = 0; j < children.size(); j++) { + if (children_status[j] == NON_MATCHING) { + continue; + } + + const std::string path = io::JoinPath(parent, children[j]); + if (index == (int)dirs.size() - 1) { + mutex_lock l(result_mutex); + results.emplace_back(path); + } else if (children_status[j] == MATCHING_DIR) { + mutex_lock l(queue_mutex); + next_expand_queue.emplace_back(path, index); + } + } + + }; + + tensorflow::internal::ForEach(0, expand_queue.size(), handle_level); + + std::swap(expand_queue, next_expand_queue); + } + + TF_SetStatus(status, TF_OK, ""); + CopyEntries(entries, results); + + return results.size(); +} @@ -645,6 +762,7 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { ops->filesystem_ops->get_children = tf_dfs_filesystem::GetChildren; ops->filesystem_ops->translate_name = tf_dfs_filesystem::TranslateName; ops->filesystem_ops->flush_caches = tf_dfs_filesystem::FlushCaches; + ops->filesystem_ops->get_matching_paths = tf_dfs_filesystem::GetMatchingPaths; diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 898cd13b4..232885a56 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -12,11 +12,23 @@ #include #include +#include #include #include #include #include #include +#include + +#include "tensorflow/core/platform/cpu_info.h" +#include "tensorflow/core/platform/env.h" +#include "tensorflow/core/platform/file_system.h" +#include "tensorflow/core/platform/mutex.h" +#include "tensorflow/core/platform/path.h" +#include "tensorflow/core/platform/platform.h" +#include "tensorflow/core/platform/status.h" +#include "tensorflow/core/platform/str_util.h" +#include "tensorflow/core/platform/threadpool.h" /** object struct that is instantiated for a DFS open object */ struct dfs_obj { @@ -417,6 +429,26 @@ class DFS { return file_path.empty(); } + int dfsReadDir(dfs_obj_t* obj, std::vector& children) { + int rc = 0; + daos_anchor_t anchor = {0}; + uint32_t nr = STACK; + struct dirent* dirs = (struct dirent*) malloc(nr * sizeof(struct dirent)); + + rc = dfs_readdir(daos_fs, obj, &anchor, &nr, dirs); + if(rc) { + return rc; + } + + for(uint32_t i = 0; i < nr; i++) { + children.push_back(dirs[i].d_name); + } + + free(dirs); + return rc; + + } + ~DFS() { free(daos_fs); } @@ -506,5 +538,101 @@ class DFS { }; +void CopyEntries(char*** entries, std::vector& results) { + *entries = static_cast( + tensorflow::io::plugin_memory_allocate(results.size() * sizeof((*entries)[0]))); + + for(uint32_t i = 0; i < results.size(); i++) { + (*entries)[i] = static_cast( + tensorflow::io::plugin_memory_allocate(results[i].size() * sizeof(char))); + if(results[i][0] == '/') results[i].erase(0,1); + strcpy((*entries)[i], results[i].c_str()); + } +} + +bool Match(const std::string& filename, const std::string& pattern) { + return fnmatch(pattern.c_str(), filename.c_str(), FNM_PATHNAME) == 0; +} + +enum Children_Status{NON_MATCHING, MATCHING_DIR, OK}; + + +namespace tensorflow { +namespace internal { + + const int kNumThreads = port::NumSchedulableCPUs(); + // A globbing pattern can only start with these characters: + static const char kGlobbingChars[] = "*?[\\"; + + // Make sure that the first entry in `dirs` during glob expansion does not + // contain a glob pattern. This is to prevent a corner-case bug where + // `` would be treated differently than `./`. + static std::string PatchPattern(const std::string& pattern) { + const std::string fixed_prefix = + pattern.substr(0, pattern.find_first_of(kGlobbingChars)); + + // Patching is needed when there is no directory part in `prefix` + if (io::Dirname(fixed_prefix).empty()) { + return io::JoinPath(".", pattern); + } + + // No patching needed + return pattern; + } + + static std::vector AllDirectoryPrefixes(const std::string& d) { + std::vector dirs; + const std::string patched = PatchPattern(d); + StringPiece dir(patched); + + // If the pattern ends with a `/` (or `\\` on Windows), we need to strip it + // otherwise we would have one additional matching step and the result set + // would be empty. + bool is_directory = d[d.size() - 1] == '/'; + if (is_directory) { + dir = io::Dirname(dir); + } + + while (!dir.empty()) { + dirs.emplace_back(dir); + StringPiece new_dir(io::Dirname(dir)); + // io::Dirname("/") returns "/" so we need to break the loop. + // On Windows, io::Dirname("C:\\") would return "C:\\", so we check for + // identity of the result instead of checking for dir[0] == `/`. + if (dir == new_dir) break; + dir = new_dir; + } + + // Order the array from parent to ancestor (reverse order). + std::reverse(dirs.begin(), dirs.end()); + + return dirs; + } + + static inline bool IsGlobbingPattern(const std::string& pattern) { + return (pattern.find_first_of(kGlobbingChars) != std::string::npos); + } + + static inline int GetFirstGlobbingEntry(const std::vector& dirs) { + int i = 0; + for (const auto& d : dirs) { + if (IsGlobbingPattern(d)) { + break; + } + i++; + } + return i; + } + + void ForEach(int first, int last, const std::function& f) { + int num_threads = std::min(kNumThreads, last - first); + thread::ThreadPool threads(Env::Default(), "ForEach", num_threads); + for (int i = first; i < last; i++) { + threads.Schedule([f, i] { f(i); }); + } + } +} +} + #endif // TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ diff --git a/tests/test_dfs.py b/tests/test_dfs.py index 4fc1d2351..aae2ab743 100644 --- a/tests/test_dfs.py +++ b/tests/test_dfs.py @@ -68,7 +68,7 @@ def test_wildcard_matching(self): txt_files = tf.io.gfile.glob(self._path_to("wildcard/*.txt")) self.assertEqual(3, len(txt_files)) for i, name in enumerate(txt_files): - self.assertEqual(self._path_to("wildcard/{}.txt".format(i)), name) + self.assertEqual(self._path_to("wildcard/{}.txt".format(i)), self._path_to(name)) tf.io.gfile.rmtree(self._path_to("wildcard")) def test_delete_recursively(self): From 6ee86d06f6befbc4359b9316350554eca75e170e Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Wed, 27 Oct 2021 11:22:55 +0200 Subject: [PATCH 25/66] Added Dummy ROM-Region --- .../core/filesystems/dfs/dfs_filesystem.cc | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index c807a2484..f530b91bf 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -130,6 +130,18 @@ void Close(const TF_WritableFile* file, TF_Status* status) { } //tf_writable_file +// SECTION 3. Implementation for `TF_ReadOnlyMemoryRegion` +// ---------------------------------------------------------------------------- +namespace tf_read_only_memory_region { +void Cleanup(TF_ReadOnlyMemoryRegion* region) {} + +const void* Data(const TF_ReadOnlyMemoryRegion* region) { return nullptr; } + +uint64_t Length(const TF_ReadOnlyMemoryRegion* region) { return 0; } + +} // namespace tf_read_only_memory_region + + // SECTION 4. Implementation for `TF_Filesystem`, the actual filesystem // ---------------------------------------------------------------------------- namespace tf_dfs_filesystem { @@ -742,6 +754,13 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { ops->writable_file_ops->tell = tf_writable_file::Tell; ops->writable_file_ops->close = tf_writable_file::Close; + ops->read_only_memory_region_ops = static_cast( + plugin_memory_allocate(TF_READ_ONLY_MEMORY_REGION_OPS_SIZE)); + ops->read_only_memory_region_ops->cleanup = + tf_read_only_memory_region::Cleanup; + ops->read_only_memory_region_ops->data = tf_read_only_memory_region::Data; + ops->read_only_memory_region_ops->length = tf_read_only_memory_region::Length; + ops->filesystem_ops = static_cast( plugin_memory_allocate(TF_FILESYSTEM_OPS_SIZE)); ops->filesystem_ops->init = tf_dfs_filesystem::Init; From c0ba4c4e537d8029b10230a8d3f8a307d852e6f1 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Sun, 5 Dec 2021 16:27:18 +0200 Subject: [PATCH 26/66] Update to DAOS1.3.106 + Decoupling of DAOS API init + Handling Pool and Container Labels --- WORKSPACE | 8 +- tensorflow_io/core/filesystems/dfs/BUILD | 2 - .../core/filesystems/dfs/dfs_filesystem.cc | 104 +++++++++++++----- .../core/filesystems/dfs/dfs_filesystem.h | 53 ++++----- tests/test_dfs.py | 4 +- tests/test_dfs/dfs_test.sh | 9 +- 6 files changed, 113 insertions(+), 67 deletions(-) diff --git a/WORKSPACE b/WORKSPACE index f6a0b9d4c..b33a8c405 100644 --- a/WORKSPACE +++ b/WORKSPACE @@ -278,11 +278,11 @@ http_archive( http_archive( name = "daos", build_file = "//third_party:daos.BUILD", - sha256 = "81a946ab2b495912e4d97182af41a48982c40e9511ce50514a5a2d31ddc8faf2", - strip_prefix = "daos-1.3.102-tb", + sha256 = "6fb24cf72a1d07d9f9efcd738bba210e927b25526a5f01763ad39d0aabee5f76", + strip_prefix = "daos-1.3.106-tb", urls = [ - "https://storage.googleapis.com/mirror.tensorflow.org/github.com/daos-stack/daos/archive/refs/tags/v1.3.102-tb.tar.gz", - "https://github.com/daos-stack/daos/archive/refs/tags/v1.3.102-tb.tar.gz", + "https://storage.googleapis.com/mirror.tensorflow.org/github.com/daos-stack/daos/archive/refs/tags/v1.3.106-tb.tar.gz", + "https://github.com/daos-stack/daos/archive/refs/tags/v1.3.106-tb.tar.gz", ], ) diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index aa5e1b1c3..a4fe9c11d 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -17,8 +17,6 @@ cc_library( linkstatic = True, deps = [ "//tensorflow_io/core/filesystems:filesystem_plugins_header", - "@com_google_absl//absl/strings", - "@com_google_absl//absl/synchronization", "@daos", ], linkopts = ["-ldaos", "-luuid", "-ldfs"], diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index f530b91bf..181ca95de 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -1,4 +1,3 @@ -#include "absl/synchronization/mutex.h" #include "tensorflow/c/logging.h" #include "tensorflow/c/tf_status.h" #include "tensorflow_io/core/filesystems/filesystem_plugins.h" @@ -141,21 +140,12 @@ uint64_t Length(const TF_ReadOnlyMemoryRegion* region) { return 0; } } // namespace tf_read_only_memory_region - // SECTION 4. Implementation for `TF_Filesystem`, the actual filesystem // ---------------------------------------------------------------------------- namespace tf_dfs_filesystem { void Init(TF_Filesystem* filesystem, TF_Status* status) { filesystem->plugin_filesystem = new DFS(); - auto daos = - static_cast(filesystem->plugin_filesystem); - int rc = daos->dfsInit(); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Initializing DAOS API"); - return; - } TF_SetStatus(status, TF_OK, ""); } @@ -171,7 +161,11 @@ void NewFile(const TF_Filesystem* filesystem, const char* path, mode_t mode, int flags, dfs_obj_t** obj, TF_Status* status) { int rc; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } std::string pool,cont,file_path; rc = daos->Setup(path, pool, cont, file_path, status); if(rc) return; @@ -186,7 +180,11 @@ void NewWritableFile(const TF_Filesystem* filesystem, const char* path, NewFile(filesystem, path, S_IWUSR | S_IFREG, O_WRONLY | O_CREAT, &obj, status); if(TF_GetCode(status) != TF_OK) return; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } file->plugin_file = new tf_writable_file::DFSWritableFile(path,daos->daos_fs,obj); TF_SetStatus(status, TF_OK, ""); } @@ -198,7 +196,11 @@ void NewRandomAccessFile(const TF_Filesystem* filesystem, const char* path, NewFile(filesystem, path, S_IRUSR | S_IFREG, O_RDONLY, &obj, status); if(TF_GetCode(status) != TF_OK) return; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } file->plugin_file = new tf_random_access_file::DFSRandomAccessFile(path,daos->daos_fs,obj); TF_SetStatus(status, TF_OK, ""); } @@ -210,7 +212,11 @@ void NewAppendableFile(const TF_Filesystem* filesystem, const char* path, NewFile(filesystem, path, S_IWUSR | S_IFREG, O_WRONLY | O_CREAT | O_APPEND, &obj, status); if(TF_GetCode(status) != TF_OK) return; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } file->plugin_file = new tf_writable_file::DFSWritableFile(path,daos->daos_fs,obj); TF_SetStatus(status, TF_OK, ""); } @@ -221,7 +227,11 @@ void PathExists(const TF_Filesystem* filesystem, const char* path, TF_Status* status) { int rc; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } std::string pool,cont,file; daos->Setup(path, pool, cont, file, status); dfs_obj_t* obj; @@ -238,7 +248,11 @@ void CreateDir(const TF_Filesystem* filesystem, const char* path, TF_Status* status) { int rc; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } std::string pool,cont,dir_path; rc = daos->Setup(path, pool, cont, dir_path, status); if(rc) return; @@ -251,7 +265,11 @@ static void RecursivelyCreateDir(const TF_Filesystem* filesystem, int rc; std::string pool,cont,dir_path; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } rc = daos->Setup(path, pool, cont, dir_path, status); if(rc) return; @@ -278,7 +296,11 @@ void DeleteFileSystemEntry(const TF_Filesystem* filesystem, const char* path, int rc; std::string pool,cont,dir_path; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } rc = daos->Setup(path, pool, cont, dir_path, status); if(rc) return; @@ -345,10 +367,15 @@ bool IsDir(const TF_Filesystem* filesystem, const char* path, bool is_dir = false; std::string pool, cont, file; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return is_dir; + } rc = daos->Setup(path, pool, cont, file, status); if(rc) return is_dir; + if(daos->isRoot(file)){ is_dir = true; return is_dir; @@ -380,7 +407,11 @@ int64_t GetFileSize(const TF_Filesystem* filesystem, const char* path, TF_Status* status) { int rc; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return -1; + } std::string pool, cont, file; rc = daos->Setup(path, pool, cont, file, status); if(rc) return -1; @@ -416,7 +447,11 @@ void RenameFile(const TF_Filesystem* filesystem, const char* src, const char* dst, TF_Status* status) { int rc; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } int allow_cont_creation = 1; std::string pool_src,cont_src,file_src; rc = ParseDFSPath(src, pool_src, cont_src, file_src); @@ -526,7 +561,11 @@ void Stat(const TF_Filesystem* filesystem, const char* path, TF_FileStatistics* stats, TF_Status* status) { int rc; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return; + } std::string pool,cont,dir_path; rc = daos->Setup(path, pool, cont, dir_path, status); if(rc) return; @@ -565,7 +604,11 @@ int GetChildren(const TF_Filesystem* filesystem, const char* path, char*** entries, TF_Status* status) { int rc; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return -1; + } std::string pool,cont,dir_path; rc = daos->Setup(path, pool, cont, dir_path, status); if(rc) return -1; @@ -603,8 +646,11 @@ static char* TranslateName(const TF_Filesystem* filesystem, const char* uri) { } void FlushCaches(const TF_Filesystem* filesystem) { - auto daos = - static_cast(filesystem->plugin_filesystem); + auto daos = + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + return; + } daos->ClearConnections(); } @@ -612,7 +658,11 @@ int GetMatchingPaths(const TF_Filesystem* filesystem, const char* path, char*** entries, TF_Status* status) { int rc = 0; auto daos = - static_cast(filesystem->plugin_filesystem); + static_cast(filesystem->plugin_filesystem)->Load(); + if(!daos) { + TF_SetStatus(status, TF_INTERNAL, "Error initializng DAOS API"); + return -1; + } std::vector results; dfs_obj_t* obj; @@ -790,4 +840,4 @@ void ProvideFilesystemSupportFor(TF_FilesystemPluginOps* ops, const char* uri) { } // namespace dfs } // namespace io -} // namespace tensorflow +} // namespace tensorflow \ No newline at end of file diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 232885a56..33b7d31df 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -154,14 +154,10 @@ int ParseDFSPath(const std::string& path, std::string& pool_string, if(pool_start != POOL_START) return -1; size_t cont_start = path.find("/", pool_start) + 1; - if(cont_start != CONT_START) - return -1; size_t file_start = path.find("/", cont_start) + 1; - if(file_start != PATH_START && path.size() > PATH_START) - return -1; pool_string = path.substr(pool_start, cont_start - pool_start - 1); cont_string = path.substr(cont_start, file_start - cont_start - 1); - filename = (file_start == PATH_START)? path.substr(file_start) : ""; + filename = file_start < cont_start ? "" : path.substr(file_start); return 0; } @@ -175,11 +171,23 @@ class DFS { dfs_t* daos_fs; id_handle_t pool; id_handle_t container; - std::map pools; + std::map pools; DFS() { daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); daos_fs->mounted = false; + is_initialized = false; + } + + DFS* Load() { + if(!is_initialized) { + int rc = dfsInit(); + if(rc) { + return nullptr; + } + is_initialized = true; + } + return this; } int dfsInit() { @@ -188,7 +196,10 @@ class DFS { void dfsCleanup() { Teardown(); - daos_fini(); + if(is_initialized){ + daos_fini(); + is_initialized = false; + } } int Setup(const std::string& path, std::string& pool_string, @@ -453,15 +464,9 @@ class DFS { free(daos_fs); } private: + bool is_initialized; int ConnectPool(std::string pool_string, TF_Status* status) { - uuid_t pool_uuid; int rc = 0; - rc = ParseUUID(pool_string, pool_uuid); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Parsing Pool UUID"); - return rc; - } if(pools.find(pool_string) != pools.end()){ pool.first = pool_string; @@ -472,7 +477,7 @@ class DFS { pool_info_t* po_inf = (pool_info_t*) malloc(sizeof(po_inf)); po_inf->containers = new std::map(); pools[pool_string] = po_inf; - rc = daos_pool_connect(pool_uuid, 0, DAOS_PC_RW, &(po_inf->poh), NULL, NULL); + rc = daos_pool_connect(pool_string.c_str(), NULL, DAOS_PC_RW, &(po_inf->poh), NULL, NULL); if(rc == 0){ pool.first = pool_string; pool.second = po_inf->poh; @@ -481,14 +486,7 @@ class DFS { } int ConnectContainer(std::string cont_string, int allow_creation, TF_Status* status) { - uuid_t cont_uuid; int rc = 0; - rc = ParseUUID(cont_string, cont_uuid); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Parsing Container UUID"); - return rc; - } pool_info_t* po_inf = pools[pool.first]; if(po_inf->containers->find(cont_string) != po_inf->containers->end()) { @@ -499,10 +497,11 @@ class DFS { daos_handle_t coh; - rc = daos_cont_open(pool.second, cont_uuid, DAOS_COO_RW, &coh, NULL, NULL); + rc = daos_cont_open(pool.second, cont_string.c_str(), DAOS_COO_RW, &coh, NULL, NULL); if(rc == -DER_NONEXIST) { if(allow_creation) { - rc = dfs_cont_create(pool.second, cont_uuid, NULL, &coh, NULL); + rc = dfs_cont_create_with_label(pool.second, cont_string.c_str(), NULL, NULL, + &coh, NULL); } } if(rc == 0){ @@ -556,10 +555,10 @@ bool Match(const std::string& filename, const std::string& pattern) { enum Children_Status{NON_MATCHING, MATCHING_DIR, OK}; - namespace tensorflow { namespace internal { + const int kNumThreads = port::NumSchedulableCPUs(); // A globbing pattern can only start with these characters: static const char kGlobbingChars[] = "*?[\\"; @@ -631,8 +630,12 @@ namespace internal { threads.Schedule([f, i] { f(i); }); } } + } } + + + #endif // TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ diff --git a/tests/test_dfs.py b/tests/test_dfs.py index aae2ab743..5e15af669 100644 --- a/tests/test_dfs.py +++ b/tests/test_dfs.py @@ -15,8 +15,8 @@ class DFSTest(tf.test.TestCase): def __init__(self, methodName="runTest"): # pylint: disable=invalid-name - self.pool = os.environ["POOL_ID"] - self.container = os.environ["CONT_ID"] + self.pool = "TEST_POOL" + self.container = "TEST_CONT" self.path_root = "dfs://" + os.path.join(self.pool, self.container) super().__init__(methodName) diff --git a/tests/test_dfs/dfs_test.sh b/tests/test_dfs/dfs_test.sh index 001e57685..0a4a78371 100755 --- a/tests/test_dfs/dfs_test.sh +++ b/tests/test_dfs/dfs_test.sh @@ -1,8 +1,3 @@ #!/usr/bin/env bash -OUTPUT=$(dmg -i pool create -s 2G) -echo "$OUTPUT" -export POOL_ID=`echo -e $OUTPUT | cut -d':' -f 3 | cut -d ' ' -f 2 | xargs` -echo "$POOL_ID" -OUTPUT=$(daos cont create --pool=$POOL_ID --type=POSIX) -export CONT_ID=`echo -e $OUTPUT | cut -d ' ' -f 4 | xargs` -echo "$CONT_ID" \ No newline at end of file +dmg -i pool create -s 2G TEST_POOL +daos cont create --pool=TEST_POOL --type=POSIX TEST_CONT \ No newline at end of file From a764fdfcd6067d9473741875266e97829a7e6f18 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Sun, 5 Dec 2021 23:58:40 +0200 Subject: [PATCH 27/66] Adjusted Example + Added Build Documentation + Fixed Indentation --- docs/tutorials/daos.ipynb | 10 +- .../core/filesystems/dfs/daos_tf_docs.md | 23 +++ .../core/filesystems/dfs/dfs_filesystem.h | 162 +++++++++--------- 3 files changed, 109 insertions(+), 86 deletions(-) create mode 100644 tensorflow_io/core/filesystems/dfs/daos_tf_docs.md diff --git a/docs/tutorials/daos.ipynb b/docs/tutorials/daos.ipynb index 03c041ebc..f2219b87f 100644 --- a/docs/tutorials/daos.ipynb +++ b/docs/tutorials/daos.ipynb @@ -124,10 +124,10 @@ "metadata": {}, "outputs": [], "source": [ - "pool = !echo -e $(dmg -i pool create -s 2G) | cut -d':' -f 3 | cut -d ' ' -f 2 | xargs\n", - "pool = pool[0]\n", - "cont = !echo -e $(daos cont create --pool=$pool --type=POSIX) | cut -d ' ' -f 4 | xargs\n", - "cont = cont[0]" + "!dmg -i pool create -s 2G TEST_POOL\n", + "!daos cont create --pool=TEST_POOL --type=POSIX TEST_CONT\n", + "cont = \"TEST_CONT\"\n", + "pool = \"TEST_POOL\"" ] }, { @@ -206,7 +206,7 @@ "metadata": {}, "outputs": [], "source": [ - "!dmg -i pool destroy -f --pool $pool" + "!dmg -i pool destroy -f TEST_POOL" ] } ], diff --git a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md b/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md new file mode 100644 index 000000000..53c1e3874 --- /dev/null +++ b/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md @@ -0,0 +1,23 @@ +## DAOS-TF BUILD GUIDE + + + +* Before building, make sure to install latest versions of the following dependencies by running “**yum install -y python3 python3-devel gcc gcc-c++ git unzip which make**” (assuming Centos 8) or “**sudo apt-get -y -qq update**” and “**sudo apt-get -y -qq install gcc g++ git unzip curl python3-pip**” for Ubuntu 20.04 + +* Run “**curl -sSOL https://github.com/bazelbuild/bazel/releases/download/$(cat .bazelversion)/bazel-$(cat .bazelversion)-installer-linux-x86_64.sh**” to download the Bazel installer + +* Run the installed bash script to install Bazel itself “**bash -x -e bazel-$(cat .bazelversion)-installer-linux-x86_64.sh**” + +* Make sure pip is upgraded “**python3 -m pip install -U pip**” + +* Run the configuration script “**./configure.sh**” to configure and install tensorflow (the current version should be tensorflow2.6.2) + +* Alias the python3 “**ln -s /usr/bin/python3 /usr/bin/python**” + +* At this point, all libraries and dependencies should be installed. Make sure the environment variable“$LD_LIBRARY_PATH” includes the paths to all the daos libraries ( should be at /opt/daos/lib and /opt/daos/lib64) and the tensorflow framework (usually at /usr/local/lib or /usr/local/lib64/python3.6/site-packages). If not, find the required libraries and add their paths to the variable “**export LD_LIBRARY_PATH=<path-to-lib>:$LD_LIBARY_PATH**” + +* Build the tensorflow io project “**bazel build -s --verbose_failures //tensorflow_io/… //tensorflow_io_gcs_filesystem/...” **. This should take a few minutes. (P.S Sandboxing may result in build failures when using Docker Containers for DAOS due to mounting issues, if that’s the case, add **--spawn_strategy=standalone **to the above build command to bypass sandboxing. + +* If the build is completed successfully, you can run the serialization test located under the tests directory to make sure everything is working fine. “**python3 -m pip install pytest**” and then “**TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_serialization.py**” . Note that any tests need to be run with the TFIO_DATAPATH flag to specify the location of the binaries + +* To run the dfs tests, first run the bash script in “**tests/test_dfs/dfs_test.sh” **to create the required pool and container, then similarly to the serialization tests, please run “**TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_dfs.py”** \ No newline at end of file diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h index 33b7d31df..0620475d7 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h @@ -224,101 +224,101 @@ class DFS { ClearConnections(); } - void Connect(std::string& pool_string, std::string& cont_string, - int allow_cont_creation, TF_Status* status) { - int rc; - - rc = ConnectPool(pool_string, status); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Connecting to Pool"); - return; - } + void Connect(std::string& pool_string, std::string& cont_string, + int allow_cont_creation, TF_Status* status) { + int rc; - rc = ConnectContainer(cont_string, allow_cont_creation, status); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Connecting to Container"); - return; - } + rc = ConnectPool(pool_string, status); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Pool"); + return; + } - connected = true; + rc = ConnectContainer(cont_string, allow_cont_creation, status); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Container"); + return; + } - TF_SetStatus(status, TF_OK, ""); + connected = true; - } + TF_SetStatus(status, TF_OK, ""); - void Disconnect(TF_Status* status) { - int rc; - rc = DisconnectContainer(pool.first, container.first); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Disconnecting from Container"); - return; - } + } - rc = DisconnectPool(pool.first); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Disconnecting from Pool"); - return; - } + void Disconnect(TF_Status* status) { + int rc; + rc = DisconnectContainer(pool.first, container.first); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Container"); + return; + } - connected = false; + rc = DisconnectPool(pool.first); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Pool"); + return; + } - TF_SetStatus(status, TF_OK, ""); + connected = false; - } + TF_SetStatus(status, TF_OK, ""); - int Mount() { - int rc = 0; - if(daos_fs->mounted){ - if(daos_fs->poh.cookie == pool.second.cookie && daos_fs->coh.cookie == container.second.cookie){ - return rc; - } - rc = Unmount(); - if(rc) return rc; - } - return dfs_mount(pool.second, container.second, O_RDWR, &daos_fs); - } + } - int Unmount() { - int rc; - if(!daos_fs->mounted) return 0; - rc = dfs_umount(daos_fs); - daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); - daos_fs->mounted = false; - return rc; - } + int Mount() { + int rc = 0; + if(daos_fs->mounted){ + if(daos_fs->poh.cookie == pool.second.cookie && daos_fs->coh.cookie == container.second.cookie){ + return rc; + } + rc = Unmount(); + if(rc) return rc; + } + return dfs_mount(pool.second, container.second, O_RDWR, &daos_fs); + } + + int Unmount() { + int rc; + if(!daos_fs->mounted) return 0; + rc = dfs_umount(daos_fs); + daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); + daos_fs->mounted = false; + return rc; + } - int Query() { - int rc; - daos_pool_info_t pool_info; - daos_cont_info_t cont_info; - if(connected) { - memset(&pool_info, 'D', sizeof(daos_pool_info_t)); - pool_info.pi_bits = DPI_ALL; - rc = daos_pool_query(pool.second, NULL, &pool_info, NULL, NULL); - if(rc) return rc; - rc = daos_cont_query(container.second,&cont_info, NULL, NULL); - if(rc) return rc; - std::cout << "Pool " << pool.first << " ntarget=" << pool_info.pi_ntargets << std::endl; - std::cout << "Pool space info:" << std::endl; - std::cout << "- Target(VOS) count:" << pool_info.pi_space.ps_ntargets << std::endl; - std::cout << "- SCM:" << std::endl; - std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[0]); - std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[0]) << std::endl; - std::cout << "- NVMe:" << std::endl; - std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[1]); - std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[1]) << std::endl; - std::cout << std::endl << "Connected Container: " << container.first << std::endl; - - return 0; + int Query() { + int rc; + daos_pool_info_t pool_info; + daos_cont_info_t cont_info; + if(connected) { + memset(&pool_info, 'D', sizeof(daos_pool_info_t)); + pool_info.pi_bits = DPI_ALL; + rc = daos_pool_query(pool.second, NULL, &pool_info, NULL, NULL); + if(rc) return rc; + rc = daos_cont_query(container.second,&cont_info, NULL, NULL); + if(rc) return rc; + std::cout << "Pool " << pool.first << " ntarget=" << pool_info.pi_ntargets << std::endl; + std::cout << "Pool space info:" << std::endl; + std::cout << "- Target(VOS) count:" << pool_info.pi_space.ps_ntargets << std::endl; + std::cout << "- SCM:" << std::endl; + std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[0]); + std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[0]) << std::endl; + std::cout << "- NVMe:" << std::endl; + std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[1]); + std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[1]) << std::endl; + std::cout << std::endl << "Connected Container: " << container.first << std::endl; + + return 0; - } + } - return -1; - } + return -1; + } int ClearConnections() { int rc; From d5016e58050c28bd1d5f6dc8f914bee672bcad90 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Mon, 6 Dec 2021 12:44:17 +0200 Subject: [PATCH 28/66] Refactor + Update Tests + Update Docs --- tensorflow_io/core/filesystems/dfs/BUILD | 3 +- .../core/filesystems/dfs/daos_tf_docs.md | 24 +- .../core/filesystems/dfs/dfs_filesystem.cc | 5 +- .../core/filesystems/dfs/dfs_filesystem.h | 641 ------------------ .../core/filesystems/dfs/dfs_utils.cc | 422 ++++++++++++ .../core/filesystems/dfs/dfs_utils.h | 289 ++++++++ tests/test_dfs.py | 26 +- tests/test_dfs/dfs_cleanup.sh | 2 + tests/test_dfs/dfs_init.sh | 12 + tests/test_dfs/dfs_test.sh | 3 - 10 files changed, 766 insertions(+), 661 deletions(-) delete mode 100755 tensorflow_io/core/filesystems/dfs/dfs_filesystem.h create mode 100644 tensorflow_io/core/filesystems/dfs/dfs_utils.cc create mode 100755 tensorflow_io/core/filesystems/dfs/dfs_utils.h create mode 100755 tests/test_dfs/dfs_cleanup.sh create mode 100755 tests/test_dfs/dfs_init.sh delete mode 100755 tests/test_dfs/dfs_test.sh diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index a4fe9c11d..c3bfeadf8 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -11,7 +11,8 @@ cc_library( name = "dfs", srcs = [ "dfs_filesystem.cc", - "dfs_filesystem.h" + "dfs_utils.h", + "dfs_utils.cc" ], copts = tf_io_copts(), linkstatic = True, diff --git a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md b/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md index 53c1e3874..0a98517ee 100644 --- a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md +++ b/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md @@ -1,23 +1,27 @@ ## DAOS-TF BUILD GUIDE +This assumes a running DAOS engine v1.3.106 (to be updated to 2.x). Please follow the following steps with the specified order, to build the tensorflow-io project and run the tests written for the DFS Plugin -* Before building, make sure to install latest versions of the following dependencies by running “**yum install -y python3 python3-devel gcc gcc-c++ git unzip which make**” (assuming Centos 8) or “**sudo apt-get -y -qq update**” and “**sudo apt-get -y -qq install gcc g++ git unzip curl python3-pip**” for Ubuntu 20.04 -* Run “**curl -sSOL https://github.com/bazelbuild/bazel/releases/download/$(cat .bazelversion)/bazel-$(cat .bazelversion)-installer-linux-x86_64.sh**” to download the Bazel installer +* Install latest versions of the following dependencies by running “**yum install -y python3 python3-devel gcc gcc-c++ git unzip which make**” (assuming Centos 8) or “**sudo apt-get -y -qq update**” and “**sudo apt-get -y -qq install gcc g++ git unzip curl python3-pip**” for Ubuntu 20.04 -* Run the installed bash script to install Bazel itself “**bash -x -e bazel-$(cat .bazelversion)-installer-linux-x86_64.sh**” +* **“curl -sSOL https://github.com/bazelbuild/bazel/releases/download/\$(cat .bazelversion)/bazel-\$(cat .bazelversion)-installer-linux-x86_64.sh”** to download the Bazel installer -* Make sure pip is upgraded “**python3 -m pip install -U pip**” +* “**bash -x -e bazel-$(cat .bazelversion)-installer-linux-x86_64.sh**” to install Bazel itself -* Run the configuration script “**./configure.sh**” to configure and install tensorflow (the current version should be tensorflow2.6.2) +* “**python3 -m pip install -U pip**” -* Alias the python3 “**ln -s /usr/bin/python3 /usr/bin/python**” +* “**./configure.sh**” to configure and install tensorflow (the current version should be tensorflow2.6.2) -* At this point, all libraries and dependencies should be installed. Make sure the environment variable“$LD_LIBRARY_PATH” includes the paths to all the daos libraries ( should be at /opt/daos/lib and /opt/daos/lib64) and the tensorflow framework (usually at /usr/local/lib or /usr/local/lib64/python3.6/site-packages). If not, find the required libraries and add their paths to the variable “**export LD_LIBRARY_PATH=<path-to-lib>:$LD_LIBARY_PATH**” +* “**ln -s /usr/bin/python3 /usr/bin/python**” -* Build the tensorflow io project “**bazel build -s --verbose_failures //tensorflow_io/… //tensorflow_io_gcs_filesystem/...” **. This should take a few minutes. (P.S Sandboxing may result in build failures when using Docker Containers for DAOS due to mounting issues, if that’s the case, add **--spawn_strategy=standalone **to the above build command to bypass sandboxing. +* At this point, all libraries and dependencies should be installed. Make sure the environment variable“$LD_LIBRARY_PATH” includes the paths to all the daos libraries ( should be at /opt/daos/lib and /opt/daos/lib64) and the tensorflow framework (libtensorflow and libtensorflow_framework)(usually at /usr/local/lib or /usr/local/lib64/python3.6/site-packages). If not, find the required libraries and add their paths to the variable “**export LD_LIBRARY_PATH=<path-to-lib>:$LD_LIBARY_PATH**” -* If the build is completed successfully, you can run the serialization test located under the tests directory to make sure everything is working fine. “**python3 -m pip install pytest**” and then “**TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_serialization.py**” . Note that any tests need to be run with the TFIO_DATAPATH flag to specify the location of the binaries +* **“bazel build -s --verbose_failures //tensorflow_io/... //tensorflow_io_gcs_filesystem/...”**. This should take a few minutes. (P.S Sandboxing may result in build failures when using Docker Containers for DAOS due to mounting issues, if that’s the case, add **--spawn_strategy=standalone** to the above build command to bypass sandboxing. -* To run the dfs tests, first run the bash script in “**tests/test_dfs/dfs_test.sh” **to create the required pool and container, then similarly to the serialization tests, please run “**TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_dfs.py”** \ No newline at end of file +* “**python3 -m pip install pytest**” and then “**TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_serialization.py**” . If the build is completed successfully, you can run the serialization test located under the tests directory to make sure everything is working fine. Note that any tests need to be run with the TFIO_DATAPATH flag to specify the location of the binaries + +* **“source tests/test_dfs/dfs_init.sh”** to create the required pool and container and export required env variables for the dfs tests. + +* “**TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_dfs.py”** to run dfs tests. For Cleanup, run the script labelled “**tests/test_dfs/dfs_cleanup.sh”** \ No newline at end of file diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc index 181ca95de..1a0504551 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.cc @@ -1,7 +1,4 @@ -#include "tensorflow/c/logging.h" -#include "tensorflow/c/tf_status.h" -#include "tensorflow_io/core/filesystems/filesystem_plugins.h" -#include "tensorflow_io/core/filesystems/dfs/dfs_filesystem.h" +#include "tensorflow_io/core/filesystems/dfs/dfs_utils.h" namespace tensorflow { namespace io { diff --git a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h b/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h deleted file mode 100755 index 0620475d7..000000000 --- a/tensorflow_io/core/filesystems/dfs/dfs_filesystem.h +++ /dev/null @@ -1,641 +0,0 @@ -#ifndef TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ -#define TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ - -#define KILO 1e3 -#define MEGA 1e6 -#define GEGA 1e9 -#define TERA 1e12 -#define POOL_START 6 -#define CONT_START 43 -#define PATH_START 80 -#define STACK 24 - -#include -#include -#include -#include -#include -#include -#include -#include -#include - -#include "tensorflow/core/platform/cpu_info.h" -#include "tensorflow/core/platform/env.h" -#include "tensorflow/core/platform/file_system.h" -#include "tensorflow/core/platform/mutex.h" -#include "tensorflow/core/platform/path.h" -#include "tensorflow/core/platform/platform.h" -#include "tensorflow/core/platform/status.h" -#include "tensorflow/core/platform/str_util.h" -#include "tensorflow/core/platform/threadpool.h" - -/** object struct that is instantiated for a DFS open object */ -struct dfs_obj { - /** DAOS object ID */ - daos_obj_id_t oid; - /** DAOS object open handle */ - daos_handle_t oh; - /** mode_t containing permissions & type */ - mode_t mode; - /** open access flags */ - int flags; - /** DAOS object ID of the parent of the object */ - daos_obj_id_t parent_oid; - /** entry name of the object in the parent */ - char name[DFS_MAX_NAME + 1]; - union { - /** Symlink value if object is a symbolic link */ - char *value; - struct { - /** Default object class for all entries in dir */ - daos_oclass_id_t oclass; - /** Default chunk size for all entries in dir */ - daos_size_t chunk_size; - } d; - }; -}; - -/** dfs struct that is instantiated for a mounted DFS namespace */ -struct dfs { - /** flag to indicate whether the dfs is mounted */ - bool mounted; - /** flag to indicate whether dfs is mounted with balanced mode (DTX) */ - bool use_dtx; - /** lock for threadsafety */ - pthread_mutex_t lock; - /** uid - inherited from container. */ - uid_t uid; - /** gid - inherited from container. */ - gid_t gid; - /** Access mode (RDONLY, RDWR) */ - int amode; - /** Open pool handle of the DFS */ - daos_handle_t poh; - /** Open container handle of the DFS */ - daos_handle_t coh; - /** Object ID reserved for this DFS (see oid_gen below) */ - daos_obj_id_t oid; - /** superblock object OID */ - daos_obj_id_t super_oid; - /** Open object handle of SB */ - daos_handle_t super_oh; - /** Root object info */ - dfs_obj_t root; - /** DFS container attributes (Default chunk size, oclass, etc.) */ - dfs_attr_t attr; - /** Optional prefix to account for when resolving an absolute path */ - char *prefix; - daos_size_t prefix_len; -}; - -struct dfs_entry { - /** mode (permissions + entry type) */ - mode_t mode; - /** Object ID if not a symbolic link */ - daos_obj_id_t oid; - /* Time of last access */ - time_t atime; - /* Time of last modification */ - time_t mtime; - /* Time of last status change */ - time_t ctime; - /** chunk size of file */ - daos_size_t chunk_size; - /** Sym Link value */ - char *value; -}; - -typedef struct DAOS_FILE { - /** A daos object handle that will contain the file handle of the file - * to write and read */ - dfs_obj_t *file; - /** - * The offset which represents the number of bytes already written/read - * using default functions, - * Modified by seek directly. Incremented naturally by read_dfs_file, - * write_dfs_file functions. - * Won't be modified by read_dfs_file_with_offset, - * write_dfs_file_with_offset. - * A getter with get_daos_file_offset to obtain the offset. - */ - long offset; -} DAOS_FILE; - -typedef struct pool_info { - daos_handle_t poh; - std::map* containers; -} pool_info_t; - -typedef std::pair id_handle_t; - -std::string FormatStorageSize(uint64_t size) { - if(size < KILO) { - return std::to_string(size); - } - else if(size < MEGA) { - return std::to_string(size/KILO) + "K"; - } - else if(size < GEGA) { - return std::to_string(size/MEGA) + "M"; - } - else if(size < TERA) { - return std::to_string(size/GEGA) + "G"; - } - else { - return std::to_string(size/TERA) + "T"; - } -} - -int ParseDFSPath(const std::string& path, std::string& pool_string, - std::string& cont_string, std::string& filename) { - //parse DFS path in the format of dfs://// - size_t pool_start = path.find("://") + 3; - if(pool_start != POOL_START) - return -1; - size_t cont_start = path.find("/", pool_start) + 1; - size_t file_start = path.find("/", cont_start) + 1; - pool_string = path.substr(pool_start, cont_start - pool_start - 1); - cont_string = path.substr(cont_start, file_start - cont_start - 1); - filename = file_start < cont_start ? "" : path.substr(file_start); - return 0; -} - -int ParseUUID(const std::string& str, uuid_t uuid) { - return uuid_parse(str.c_str(), uuid); -} - -class DFS { - public: - bool connected; - dfs_t* daos_fs; - id_handle_t pool; - id_handle_t container; - std::map pools; - - DFS() { - daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); - daos_fs->mounted = false; - is_initialized = false; - } - - DFS* Load() { - if(!is_initialized) { - int rc = dfsInit(); - if(rc) { - return nullptr; - } - is_initialized = true; - } - return this; - } - - int dfsInit() { - return daos_init(); - } - - void dfsCleanup() { - Teardown(); - if(is_initialized){ - daos_fini(); - is_initialized = false; - } - } - - int Setup(const std::string& path, std::string& pool_string, - std::string& cont_string, std::string& file_path, TF_Status* status) { - int allow_cont_creation = 1; - int rc; - rc = ParseDFSPath(path, pool_string, cont_string, file_path); - if(rc) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return rc; - } - Connect(pool_string, cont_string,allow_cont_creation, status); - if(TF_GetCode(status) != TF_OK) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return rc; - } - return Mount(); - } - - void Teardown() { - Unmount(); - ClearConnections(); - } - - void Connect(std::string& pool_string, std::string& cont_string, - int allow_cont_creation, TF_Status* status) { - int rc; - - rc = ConnectPool(pool_string, status); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Connecting to Pool"); - return; - } - - rc = ConnectContainer(cont_string, allow_cont_creation, status); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Connecting to Container"); - return; - } - - connected = true; - - TF_SetStatus(status, TF_OK, ""); - - } - - void Disconnect(TF_Status* status) { - int rc; - rc = DisconnectContainer(pool.first, container.first); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Disconnecting from Container"); - return; - } - - rc = DisconnectPool(pool.first); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Disconnecting from Pool"); - return; - } - - connected = false; - - TF_SetStatus(status, TF_OK, ""); - - } - - int Mount() { - int rc = 0; - if(daos_fs->mounted){ - if(daos_fs->poh.cookie == pool.second.cookie && daos_fs->coh.cookie == container.second.cookie){ - return rc; - } - rc = Unmount(); - if(rc) return rc; - } - return dfs_mount(pool.second, container.second, O_RDWR, &daos_fs); - } - - int Unmount() { - int rc; - if(!daos_fs->mounted) return 0; - rc = dfs_umount(daos_fs); - daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); - daos_fs->mounted = false; - return rc; - } - - int Query() { - int rc; - daos_pool_info_t pool_info; - daos_cont_info_t cont_info; - if(connected) { - memset(&pool_info, 'D', sizeof(daos_pool_info_t)); - pool_info.pi_bits = DPI_ALL; - rc = daos_pool_query(pool.second, NULL, &pool_info, NULL, NULL); - if(rc) return rc; - rc = daos_cont_query(container.second,&cont_info, NULL, NULL); - if(rc) return rc; - std::cout << "Pool " << pool.first << " ntarget=" << pool_info.pi_ntargets << std::endl; - std::cout << "Pool space info:" << std::endl; - std::cout << "- Target(VOS) count:" << pool_info.pi_space.ps_ntargets << std::endl; - std::cout << "- SCM:" << std::endl; - std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[0]); - std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[0]) << std::endl; - std::cout << "- NVMe:" << std::endl; - std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[1]); - std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[1]) << std::endl; - std::cout << std::endl << "Connected Container: " << container.first << std::endl; - - return 0; - - } - - return -1; - } - - int ClearConnections() { - int rc; - rc = Unmount(); - if(rc) return rc; - for(auto pool_it = pools.cbegin(); pool_it != pools.cend();) { - for(auto cont_it = (*(*pool_it).second->containers).cbegin(); cont_it != (*(*pool_it).second->containers).cend();) { - rc = DisconnectContainer((*pool_it).first, (*cont_it++).first); - if(rc) return rc; - } - rc = DisconnectPool((*pool_it++).first); - if(rc) return rc; - } - - return rc; - } - - void dfsNewFile(std::string &file_path,mode_t mode, int flags, - dfs_obj_t** obj, TF_Status* status) { - int rc; - dfs_obj_t* temp_obj; - rc = dfsPathExists(file_path, &temp_obj, 0); - if(rc && flags == O_RDONLY) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return; - } - - if(temp_obj != NULL && S_ISDIR(temp_obj->mode)) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - dfs_release(temp_obj); - return; - } - - if(temp_obj != NULL) { - dfs_release(temp_obj); - } - - dfs_obj_t* parent; - rc =dfsFindParent(file_path, &parent); - if(rc) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - dfs_release(parent); - return; - } - if(parent != NULL && !S_ISDIR(parent->mode)) { - TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); - return; - } - - size_t file_start = file_path.rfind("/") + 1; - std::string file_name = file_path.substr(file_start); - - rc = dfs_open(daos_fs, parent, file_name.c_str(), mode, - flags, 0, 0, NULL, obj); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, "Error Creating Writable File"); - return; - } - } - - int dfsPathExists(std::string &file, dfs_obj_t **obj, int release_obj = 1) { - (*obj) = NULL; - int rc = 0; - if(isRoot(file)) { - return rc; - } - if(file.front() != '/') file = "/" + file; - rc = dfs_lookup(daos_fs,file.c_str(),O_RDONLY, obj, NULL, NULL); - if(release_obj) dfs_release(*obj); - return rc; - } - - int dfsFindParent(std::string &file, dfs_obj_t **parent) { - (*parent) = NULL; - size_t file_start = file.rfind("/") + 1; - std::string parent_path = file.substr(0, file_start); - if(parent_path != "/") { - return dfs_lookup(daos_fs,parent_path.c_str(),O_RDONLY, parent, NULL, NULL); - } - else { - (*parent) = NULL; - return 0; - } - } - - int dfsCreateDir(std::string &dir_path, TF_Status *status) { - dfs_obj_t* temp_obj; - int rc; - rc = dfsPathExists(dir_path, &temp_obj); - if(!rc) { - TF_SetStatus(status, TF_ALREADY_EXISTS, ""); - return rc; - } - - size_t dir_start = dir_path.rfind("/") + 1; - std::string dir = dir_path.substr(dir_start); - dfs_obj_t* parent; - rc = dfsFindParent(dir_path, &parent); - if(rc) { - TF_SetStatus(status, TF_NOT_FOUND, ""); - return rc; - } - - rc = dfs_mkdir(daos_fs,parent,dir.c_str(),S_IWUSR | S_IRUSR,0); - if(rc) { - TF_SetStatus(status, TF_INTERNAL, - "Error Creating Directory"); - } - else { - TF_SetStatus(status, TF_OK, ""); - } - - dfs_release(parent); - - return rc; - } - - bool isRoot(std::string& file_path) { - return file_path.empty(); - } - - int dfsReadDir(dfs_obj_t* obj, std::vector& children) { - int rc = 0; - daos_anchor_t anchor = {0}; - uint32_t nr = STACK; - struct dirent* dirs = (struct dirent*) malloc(nr * sizeof(struct dirent)); - - rc = dfs_readdir(daos_fs, obj, &anchor, &nr, dirs); - if(rc) { - return rc; - } - - for(uint32_t i = 0; i < nr; i++) { - children.push_back(dirs[i].d_name); - } - - free(dirs); - return rc; - - } - - ~DFS() { - free(daos_fs); - } - private: - bool is_initialized; - int ConnectPool(std::string pool_string, TF_Status* status) { - int rc = 0; - - if(pools.find(pool_string) != pools.end()){ - pool.first = pool_string; - pool.second = pools[pool_string]->poh; - return rc; - } - - pool_info_t* po_inf = (pool_info_t*) malloc(sizeof(po_inf)); - po_inf->containers = new std::map(); - pools[pool_string] = po_inf; - rc = daos_pool_connect(pool_string.c_str(), NULL, DAOS_PC_RW, &(po_inf->poh), NULL, NULL); - if(rc == 0){ - pool.first = pool_string; - pool.second = po_inf->poh; - } - return rc; - } - - int ConnectContainer(std::string cont_string, int allow_creation, TF_Status* status) { - int rc = 0; - - pool_info_t* po_inf = pools[pool.first]; - if(po_inf->containers->find(cont_string) != po_inf->containers->end()) { - container.first = cont_string; - container.second = (*po_inf->containers)[cont_string]; - return rc; - } - - daos_handle_t coh; - - rc = daos_cont_open(pool.second, cont_string.c_str(), DAOS_COO_RW, &coh, NULL, NULL); - if(rc == -DER_NONEXIST) { - if(allow_creation) { - rc = dfs_cont_create_with_label(pool.second, cont_string.c_str(), NULL, NULL, - &coh, NULL); - } - } - if(rc == 0){ - container.first = cont_string; - container.second = coh; - (*po_inf->containers)[cont_string] = coh; - } - return rc; - } - - int DisconnectPool(std:: string pool_string) { - int rc = 0; - daos_handle_t poh = pools[pool_string]->poh; - rc = daos_pool_disconnect(poh, NULL); - if(rc == 0){ - delete pools[pool_string]->containers; - free(pools[pool_string]); - pools.erase(pool_string); - } - return rc; - } - - int DisconnectContainer(std::string pool_string, std::string cont_string) { - int rc = 0; - daos_handle_t coh = (*pools[pool_string]->containers)[cont_string]; - rc = daos_cont_close(coh, 0); - if(rc == 0){ - pools[pool_string]->containers->erase(cont_string); - } - return rc; - } - - -}; - -void CopyEntries(char*** entries, std::vector& results) { - *entries = static_cast( - tensorflow::io::plugin_memory_allocate(results.size() * sizeof((*entries)[0]))); - - for(uint32_t i = 0; i < results.size(); i++) { - (*entries)[i] = static_cast( - tensorflow::io::plugin_memory_allocate(results[i].size() * sizeof(char))); - if(results[i][0] == '/') results[i].erase(0,1); - strcpy((*entries)[i], results[i].c_str()); - } -} - -bool Match(const std::string& filename, const std::string& pattern) { - return fnmatch(pattern.c_str(), filename.c_str(), FNM_PATHNAME) == 0; -} - -enum Children_Status{NON_MATCHING, MATCHING_DIR, OK}; - -namespace tensorflow { -namespace internal { - - - const int kNumThreads = port::NumSchedulableCPUs(); - // A globbing pattern can only start with these characters: - static const char kGlobbingChars[] = "*?[\\"; - - // Make sure that the first entry in `dirs` during glob expansion does not - // contain a glob pattern. This is to prevent a corner-case bug where - // `` would be treated differently than `./`. - static std::string PatchPattern(const std::string& pattern) { - const std::string fixed_prefix = - pattern.substr(0, pattern.find_first_of(kGlobbingChars)); - - // Patching is needed when there is no directory part in `prefix` - if (io::Dirname(fixed_prefix).empty()) { - return io::JoinPath(".", pattern); - } - - // No patching needed - return pattern; - } - - static std::vector AllDirectoryPrefixes(const std::string& d) { - std::vector dirs; - const std::string patched = PatchPattern(d); - StringPiece dir(patched); - - // If the pattern ends with a `/` (or `\\` on Windows), we need to strip it - // otherwise we would have one additional matching step and the result set - // would be empty. - bool is_directory = d[d.size() - 1] == '/'; - if (is_directory) { - dir = io::Dirname(dir); - } - - while (!dir.empty()) { - dirs.emplace_back(dir); - StringPiece new_dir(io::Dirname(dir)); - // io::Dirname("/") returns "/" so we need to break the loop. - // On Windows, io::Dirname("C:\\") would return "C:\\", so we check for - // identity of the result instead of checking for dir[0] == `/`. - if (dir == new_dir) break; - dir = new_dir; - } - - // Order the array from parent to ancestor (reverse order). - std::reverse(dirs.begin(), dirs.end()); - - return dirs; - } - - static inline bool IsGlobbingPattern(const std::string& pattern) { - return (pattern.find_first_of(kGlobbingChars) != std::string::npos); - } - - static inline int GetFirstGlobbingEntry(const std::vector& dirs) { - int i = 0; - for (const auto& d : dirs) { - if (IsGlobbingPattern(d)) { - break; - } - i++; - } - return i; - } - - void ForEach(int first, int last, const std::function& f) { - int num_threads = std::min(kNumThreads, last - first); - thread::ThreadPool threads(Env::Default(), "ForEach", num_threads); - for (int i = first; i < last; i++) { - threads.Schedule([f, i] { f(i); }); - } - } - -} -} - - - - -#endif // TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ - diff --git a/tensorflow_io/core/filesystems/dfs/dfs_utils.cc b/tensorflow_io/core/filesystems/dfs/dfs_utils.cc new file mode 100644 index 000000000..e13b59b42 --- /dev/null +++ b/tensorflow_io/core/filesystems/dfs/dfs_utils.cc @@ -0,0 +1,422 @@ +#include "tensorflow_io/core/filesystems/dfs/dfs_utils.h" + +std::string FormatStorageSize(uint64_t size) { + if(size < KILO) { + return std::to_string(size); + } + else if(size < MEGA) { + return std::to_string(size/KILO) + "K"; + } + else if(size < GEGA) { + return std::to_string(size/MEGA) + "M"; + } + else if(size < TERA) { + return std::to_string(size/GEGA) + "G"; + } + else { + return std::to_string(size/TERA) + "T"; + } +} + +int ParseDFSPath(const std::string& path, std::string& pool_string, + std::string& cont_string, std::string& filename) { + size_t pool_start = path.find("://") + 3; + if(pool_start != POOL_START) + return -1; + size_t cont_start = path.find("/", pool_start) + 1; + size_t file_start = path.find("/", cont_start) + 1; + pool_string = path.substr(pool_start, cont_start - pool_start - 1); + cont_string = path.substr(cont_start, file_start - cont_start - 1); + filename = file_start < cont_start ? "" : path.substr(file_start); + return 0; +} + +int ParseUUID(const std::string& str, uuid_t uuid) { + return uuid_parse(str.c_str(), uuid); +} + +void CopyEntries(char*** entries, std::vector& results) { + *entries = static_cast( + tensorflow::io::plugin_memory_allocate(results.size() * sizeof((*entries)[0]))); + + for(uint32_t i = 0; i < results.size(); i++) { + (*entries)[i] = static_cast( + tensorflow::io::plugin_memory_allocate(results[i].size() * sizeof(char))); + if(results[i][0] == '/') results[i].erase(0,1); + strcpy((*entries)[i], results[i].c_str()); + } +} + +bool Match(const std::string& filename, const std::string& pattern) { + return fnmatch(pattern.c_str(), filename.c_str(), FNM_PATHNAME) == 0; +} + + +DFS::DFS() { + daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); + daos_fs->mounted = false; + is_initialized = false; +} + +DFS::~DFS() { + free(daos_fs); +} + +DFS* DFS::Load() { + if(!is_initialized) { + int rc = dfsInit(); + if(rc) { + return nullptr; + } + is_initialized = true; + } + return this; +} + +int DFS::dfsInit() { + return daos_init(); +} + +void DFS::dfsCleanup() { + Teardown(); + if(is_initialized){ + daos_fini(); + is_initialized = false; + } +} + +int DFS::Setup(const std::string& path, std::string& pool_string, + std::string& cont_string, std::string& file_path, TF_Status* status) { + int allow_cont_creation = 1; + int rc; + rc = ParseDFSPath(path, pool_string, cont_string, file_path); + if(rc) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return rc; + } + Connect(pool_string, cont_string,allow_cont_creation, status); + if(TF_GetCode(status) != TF_OK) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return rc; + } + return Mount(); +} + +void DFS::Teardown() { + Unmount(); + ClearConnections(); +} + +void DFS::Connect(std::string& pool_string, std::string& cont_string, + int allow_cont_creation, TF_Status* status) { + int rc; + + rc = ConnectPool(pool_string, status); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Pool"); + return; + } + + rc = ConnectContainer(cont_string, allow_cont_creation, status); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Connecting to Container"); + return; + } + + connected = true; + +TF_SetStatus(status, TF_OK, ""); + +} + +void DFS::Disconnect(TF_Status* status) { + int rc; + rc = DisconnectContainer(pool.first, container.first); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Container"); + return; + } + + rc = DisconnectPool(pool.first); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Disconnecting from Pool"); + return; + } + + connected = false; + +TF_SetStatus(status, TF_OK, ""); + +} + +int DFS::Mount() { +int rc = 0; +if(daos_fs->mounted){ + if(daos_fs->poh.cookie == pool.second.cookie && daos_fs->coh.cookie == container.second.cookie){ + return rc; + } + rc = Unmount(); + if(rc) return rc; +} + return dfs_mount(pool.second, container.second, O_RDWR, &daos_fs); +} + +int DFS::Unmount() { +int rc; +if(!daos_fs->mounted) return 0; + rc = dfs_umount(daos_fs); +daos_fs = (dfs_t*)malloc(sizeof(dfs_t)); +daos_fs->mounted = false; + return rc; +} + +int DFS::Query() { + int rc; + daos_pool_info_t pool_info; + daos_cont_info_t cont_info; + if(connected) { + memset(&pool_info, 'D', sizeof(daos_pool_info_t)); + pool_info.pi_bits = DPI_ALL; + rc = daos_pool_query(pool.second, NULL, &pool_info, NULL, NULL); + if(rc) return rc; + rc = daos_cont_query(container.second,&cont_info, NULL, NULL); + if(rc) return rc; + std::cout << "Pool " << pool.first << " ntarget=" << pool_info.pi_ntargets << std::endl; + std::cout << "Pool space info:" << std::endl; + std::cout << "- Target(VOS) count:" << pool_info.pi_space.ps_ntargets << std::endl; + std::cout << "- SCM:" << std::endl; + std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[0]); + std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[0]) << std::endl; + std::cout << "- NVMe:" << std::endl; + std::cout << " Total size: " << FormatStorageSize(pool_info.pi_space.ps_space.s_total[1]); + std::cout << " Free: " << FormatStorageSize(pool_info.pi_space.ps_space.s_free[1]) << std::endl; + std::cout << std::endl << "Connected Container: " << container.first << std::endl; + + return 0; + + } + + return -1; +} + +int DFS::ClearConnections() { + int rc; + rc = Unmount(); + if(rc) return rc; + for(auto pool_it = pools.cbegin(); pool_it != pools.cend();) { + for(auto cont_it = (*(*pool_it).second->containers).cbegin(); cont_it != (*(*pool_it).second->containers).cend();) { + rc = DisconnectContainer((*pool_it).first, (*cont_it++).first); + if(rc) return rc; + } + rc = DisconnectPool((*pool_it++).first); + if(rc) return rc; + } + + return rc; +} + +void DFS::dfsNewFile(std::string &file_path,mode_t mode, int flags, + dfs_obj_t** obj, TF_Status* status) { + int rc; + dfs_obj_t* temp_obj; + rc = dfsPathExists(file_path, &temp_obj, 0); + if(rc && flags == O_RDONLY) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return; + } + + if(temp_obj != NULL && S_ISDIR(temp_obj->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + dfs_release(temp_obj); + return; + } + + if(temp_obj != NULL) { + dfs_release(temp_obj); + } + + dfs_obj_t* parent; + rc =dfsFindParent(file_path, &parent); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + dfs_release(parent); + return; + } + if(parent != NULL && !S_ISDIR(parent->mode)) { + TF_SetStatus(status, TF_FAILED_PRECONDITION, ""); + return; + } + + size_t file_start = file_path.rfind("/") + 1; + std::string file_name = file_path.substr(file_start); + + rc = dfs_open(daos_fs, parent, file_name.c_str(), mode, + flags, 0, 0, NULL, obj); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, "Error Creating Writable File"); + return; + } +} + +int DFS::dfsPathExists(std::string &file, dfs_obj_t **obj, int release_obj) { + (*obj) = NULL; + int rc = 0; + if(isRoot(file)) { + return rc; + } + if(file.front() != '/') file = "/" + file; + rc = dfs_lookup(daos_fs,file.c_str(),O_RDONLY, obj, NULL, NULL); + if(release_obj) dfs_release(*obj); + return rc; +} + +int DFS::dfsFindParent(std::string &file, dfs_obj_t **parent) { + (*parent) = NULL; + size_t file_start = file.rfind("/") + 1; + std::string parent_path = file.substr(0, file_start); + if(parent_path != "/") { + return dfs_lookup(daos_fs,parent_path.c_str(),O_RDONLY, parent, NULL, NULL); + } + else { + (*parent) = NULL; + return 0; + } +} + +int DFS::dfsCreateDir(std::string &dir_path, TF_Status *status) { + dfs_obj_t* temp_obj; + int rc; + rc = dfsPathExists(dir_path, &temp_obj); + if(!rc) { + TF_SetStatus(status, TF_ALREADY_EXISTS, ""); + return rc; + } + + size_t dir_start = dir_path.rfind("/") + 1; + std::string dir = dir_path.substr(dir_start); + dfs_obj_t* parent; + rc = dfsFindParent(dir_path, &parent); + if(rc) { + TF_SetStatus(status, TF_NOT_FOUND, ""); + return rc; + } + + rc = dfs_mkdir(daos_fs,parent,dir.c_str(),S_IWUSR | S_IRUSR,0); + if(rc) { + TF_SetStatus(status, TF_INTERNAL, + "Error Creating Directory"); + } + else { + TF_SetStatus(status, TF_OK, ""); + } + + dfs_release(parent); + + return rc; +} + +bool DFS::isRoot(std::string& file_path) { + return file_path.empty(); +} + +int DFS::dfsReadDir(dfs_obj_t* obj, std::vector& children) { + int rc = 0; + daos_anchor_t anchor = {0}; + uint32_t nr = STACK; + struct dirent* dirs = (struct dirent*) malloc(nr * sizeof(struct dirent)); + + rc = dfs_readdir(daos_fs, obj, &anchor, &nr, dirs); + if(rc) { + return rc; + } + + for(uint32_t i = 0; i < nr; i++) { + children.push_back(dirs[i].d_name); + } + + free(dirs); + return rc; + +} + + +int DFS::ConnectPool(std::string pool_string, TF_Status* status) { + int rc = 0; + + if(pools.find(pool_string) != pools.end()){ + pool.first = pool_string; + pool.second = pools[pool_string]->poh; + return rc; + } + + pool_info_t* po_inf = (pool_info_t*) malloc(sizeof(po_inf)); + po_inf->containers = new std::map(); + pools[pool_string] = po_inf; + rc = daos_pool_connect(pool_string.c_str(), NULL, DAOS_PC_RW, &(po_inf->poh), NULL, NULL); + if(rc == 0){ + pool.first = pool_string; + pool.second = po_inf->poh; + } + return rc; +} + +int DFS::ConnectContainer(std::string cont_string, int allow_creation, TF_Status* status) { + int rc = 0; + + pool_info_t* po_inf = pools[pool.first]; + if(po_inf->containers->find(cont_string) != po_inf->containers->end()) { + container.first = cont_string; + container.second = (*po_inf->containers)[cont_string]; + return rc; + } + + daos_handle_t coh; + + rc = daos_cont_open(pool.second, cont_string.c_str(), DAOS_COO_RW, &coh, NULL, NULL); + if(rc == -DER_NONEXIST) { + if(allow_creation) { + rc = dfs_cont_create_with_label(pool.second, cont_string.c_str(), NULL, NULL, + &coh, NULL); + } + } + if(rc == 0){ + container.first = cont_string; + container.second = coh; + (*po_inf->containers)[cont_string] = coh; + } + return rc; +} + +int DFS::DisconnectPool(std:: string pool_string) { + int rc = 0; + daos_handle_t poh = pools[pool_string]->poh; + rc = daos_pool_disconnect(poh, NULL); + if(rc == 0){ + delete pools[pool_string]->containers; + free(pools[pool_string]); + pools.erase(pool_string); + } + return rc; +} + +int DFS::DisconnectContainer(std::string pool_string, std::string cont_string) { + int rc = 0; + daos_handle_t coh = (*pools[pool_string]->containers)[cont_string]; + rc = daos_cont_close(coh, 0); + if(rc == 0){ + pools[pool_string]->containers->erase(cont_string); + } + return rc; +} + +void tensorflow::internal::ForEach(int first, int last, const std::function& f) { + int num_threads = std::min(kNumThreads, last - first); + thread::ThreadPool threads(Env::Default(), "ForEach", num_threads); + for (int i = first; i < last; i++) { + threads.Schedule([f, i] { f(i); }); + } +} \ No newline at end of file diff --git a/tensorflow_io/core/filesystems/dfs/dfs_utils.h b/tensorflow_io/core/filesystems/dfs/dfs_utils.h new file mode 100755 index 000000000..6316e5659 --- /dev/null +++ b/tensorflow_io/core/filesystems/dfs/dfs_utils.h @@ -0,0 +1,289 @@ +#ifndef TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ +#define TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ + +#define KILO 1e3 +#define MEGA 1e6 +#define GEGA 1e9 +#define TERA 1e12 +#define POOL_START 6 +#define CONT_START 43 +#define PATH_START 80 +#define STACK 24 + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "tensorflow/c/logging.h" +#include "tensorflow/c/tf_status.h" +#include "tensorflow/core/platform/cpu_info.h" +#include "tensorflow/core/platform/env.h" +#include "tensorflow/core/platform/file_system.h" +#include "tensorflow/core/platform/mutex.h" +#include "tensorflow/core/platform/path.h" +#include "tensorflow/core/platform/platform.h" +#include "tensorflow/core/platform/status.h" +#include "tensorflow/core/platform/str_util.h" +#include "tensorflow/core/platform/threadpool.h" +#include "tensorflow_io/core/filesystems/filesystem_plugins.h" + +/** object struct that is instantiated for a DFS open object */ +struct dfs_obj { + /** DAOS object ID */ + daos_obj_id_t oid; + /** DAOS object open handle */ + daos_handle_t oh; + /** mode_t containing permissions & type */ + mode_t mode; + /** open access flags */ + int flags; + /** DAOS object ID of the parent of the object */ + daos_obj_id_t parent_oid; + /** entry name of the object in the parent */ + char name[DFS_MAX_NAME + 1]; + union { + /** Symlink value if object is a symbolic link */ + char *value; + struct { + /** Default object class for all entries in dir */ + daos_oclass_id_t oclass; + /** Default chunk size for all entries in dir */ + daos_size_t chunk_size; + } d; + }; +}; + +/** dfs struct that is instantiated for a mounted DFS namespace */ +struct dfs { + /** flag to indicate whether the dfs is mounted */ + bool mounted; + /** flag to indicate whether dfs is mounted with balanced mode (DTX) */ + bool use_dtx; + /** lock for threadsafety */ + pthread_mutex_t lock; + /** uid - inherited from container. */ + uid_t uid; + /** gid - inherited from container. */ + gid_t gid; + /** Access mode (RDONLY, RDWR) */ + int amode; + /** Open pool handle of the DFS */ + daos_handle_t poh; + /** Open container handle of the DFS */ + daos_handle_t coh; + /** Object ID reserved for this DFS (see oid_gen below) */ + daos_obj_id_t oid; + /** superblock object OID */ + daos_obj_id_t super_oid; + /** Open object handle of SB */ + daos_handle_t super_oh; + /** Root object info */ + dfs_obj_t root; + /** DFS container attributes (Default chunk size, oclass, etc.) */ + dfs_attr_t attr; + /** Optional prefix to account for when resolving an absolute path */ + char *prefix; + daos_size_t prefix_len; +}; + +struct dfs_entry { + /** mode (permissions + entry type) */ + mode_t mode; + /** Object ID if not a symbolic link */ + daos_obj_id_t oid; + /* Time of last access */ + time_t atime; + /* Time of last modification */ + time_t mtime; + /* Time of last status change */ + time_t ctime; + /** chunk size of file */ + daos_size_t chunk_size; + /** Sym Link value */ + char *value; +}; + +typedef struct DAOS_FILE { + /** A daos object handle that will contain the file handle of the file + * to write and read */ + dfs_obj_t *file; + /** + * The offset which represents the number of bytes already written/read + * using default functions, + * Modified by seek directly. Incremented naturally by read_dfs_file, + * write_dfs_file functions. + * Won't be modified by read_dfs_file_with_offset, + * write_dfs_file_with_offset. + * A getter with get_daos_file_offset to obtain the offset. + */ + long offset; +} DAOS_FILE; + +typedef struct pool_info { + daos_handle_t poh; + std::map* containers; +} pool_info_t; + +typedef std::pair id_handle_t; + +//enum used while wildcard matching +enum Children_Status{NON_MATCHING, MATCHING_DIR, OK}; + +std::string FormatStorageSize(uint64_t size); + +//parse DFS path in the format of dfs://// +int ParseDFSPath(const std::string& path, std::string& pool_string, + std::string& cont_string, std::string& filename); + +int ParseUUID(const std::string& str, uuid_t uuid); + +class DFS { + public: + bool connected; + dfs_t* daos_fs; + id_handle_t pool; + id_handle_t container; + std::map pools; + + DFS(); + + DFS* Load(); + + int dfsInit(); + + void dfsCleanup(); + + int Setup(const std::string& path, std::string& pool_string, + std::string& cont_string, std::string& file_path, TF_Status* status); + + void Teardown(); + + void Connect(std::string& pool_string, std::string& cont_string, + int allow_cont_creation, TF_Status* status); + + void Disconnect(TF_Status* status); + + int Mount(); + + int Unmount(); + + int Query(); + + int ClearConnections(); + + void dfsNewFile(std::string &file_path,mode_t mode, int flags, + dfs_obj_t** obj, TF_Status* status); + + int dfsPathExists(std::string &file, dfs_obj_t **obj, int release_obj = 1); + + int dfsFindParent(std::string &file, dfs_obj_t **parent); + + int dfsCreateDir(std::string &dir_path, TF_Status *status); + + bool isRoot(std::string& file_path); + + int dfsReadDir(dfs_obj_t* obj, std::vector& children); + + ~DFS(); + + + private: + bool is_initialized; + int ConnectPool(std::string pool_string, TF_Status* status); + + int ConnectContainer(std::string cont_string, int allow_creation, TF_Status* status); + + int DisconnectPool(std:: string pool_string); + + int DisconnectContainer(std::string pool_string, std::string cont_string); +}; + +void CopyEntries(char*** entries, std::vector& results); + +bool Match(const std::string& filename, const std::string& pattern); + +namespace tensorflow { +namespace internal { + + + const int kNumThreads = port::NumSchedulableCPUs(); + // A globbing pattern can only start with these characters: + static const char kGlobbingChars[] = "*?[\\"; + + // Make sure that the first entry in `dirs` during glob expansion does not + // contain a glob pattern. This is to prevent a corner-case bug where + // `` would be treated differently than `./`. + static std::string PatchPattern(const std::string& pattern) { + const std::string fixed_prefix = + pattern.substr(0, pattern.find_first_of(kGlobbingChars)); + + // Patching is needed when there is no directory part in `prefix` + if (io::Dirname(fixed_prefix).empty()) { + return io::JoinPath(".", pattern); + } + + // No patching needed + return pattern; + } + + static inline bool IsGlobbingPattern(const std::string& pattern) { + return (pattern.find_first_of(kGlobbingChars) != std::string::npos); + } + + static inline int GetFirstGlobbingEntry(const std::vector& dirs) { + int i = 0; + for (const auto& d : dirs) { + if (IsGlobbingPattern(d)) { + break; + } + i++; + } + return i; + } + + static std::vector AllDirectoryPrefixes(const std::string& d) { + std::vector dirs; + const std::string patched = PatchPattern(d); + StringPiece dir(patched); + + // If the pattern ends with a `/` (or `\\` on Windows), we need to strip it + // otherwise we would have one additional matching step and the result set + // would be empty. + bool is_directory = d[d.size() - 1] == '/'; + if (is_directory) { + dir = io::Dirname(dir); + } + + while (!dir.empty()) { + dirs.emplace_back(dir); + StringPiece new_dir(io::Dirname(dir)); + // io::Dirname("/") returns "/" so we need to break the loop. + // On Windows, io::Dirname("C:\\") would return "C:\\", so we check for + // identity of the result instead of checking for dir[0] == `/`. + if (dir == new_dir) break; + dir = new_dir; + } + + // Order the array from parent to ancestor (reverse order). + std::reverse(dirs.begin(), dirs.end()); + + return dirs; +} + + + void ForEach(int first, int last, const std::function& f); + +} +} + + + + +#endif // TENSORFLOW_IO_CORE_FILESYSTEMS_DFS_DFS_FILESYSTEM_H_ + diff --git a/tests/test_dfs.py b/tests/test_dfs.py index 5e15af669..9c596a64f 100644 --- a/tests/test_dfs.py +++ b/tests/test_dfs.py @@ -15,14 +15,20 @@ class DFSTest(tf.test.TestCase): def __init__(self, methodName="runTest"): # pylint: disable=invalid-name - self.pool = "TEST_POOL" - self.container = "TEST_CONT" + self.pool = os.environ["POOL_LABEL"] + self.pool_uuid = os.environ["POOL_UUID"] + self.container = os.environ["CONT_LABEL"] + self.container_uuid = os.environ["CONT_UUID"] self.path_root = "dfs://" + os.path.join(self.pool, self.container) + self.path_root_with_uuid = "dfs://" + os.path.join(self.pool_uuid, self.container_uuid) super().__init__(methodName) def _path_to(self, path): return os.path.join(self.path_root, path) + def _uuid_path_to(self, path): + return os.path.join(self.path_root_with_uuid, path) + def test_exists(self): self.assertTrue(tf.io.gfile.isdir(self.path_root)) @@ -55,6 +61,22 @@ def test_write_read_file(self): file_read = r.read() self.assertEqual(file_read, "Hello\n, world!") + def test_write_read_file_uuid(self): + """Test write/read file.""" + # Setup and check preconditions. + file_name = self._uuid_path_to("writereadfile") + if tf.io.gfile.exists(file_name): + tf.io.gfile.remove(file_name) + + # Write data. + with tf.io.gfile.GFile(file_name, "w") as w: + w.write("Hello\n, world!") + + # Read data. + with tf.io.gfile.GFile(file_name, "r") as r: + file_read = r.read() + self.assertEqual(file_read, "Hello\n, world!") + def test_wildcard_matching(self): """Test glob patterns""" dir_name = self._path_to("wildcard") diff --git a/tests/test_dfs/dfs_cleanup.sh b/tests/test_dfs/dfs_cleanup.sh new file mode 100755 index 000000000..b025bb499 --- /dev/null +++ b/tests/test_dfs/dfs_cleanup.sh @@ -0,0 +1,2 @@ +#!/usr/bin/env bash +dmg -i pool destroy -f TEST_POOL \ No newline at end of file diff --git a/tests/test_dfs/dfs_init.sh b/tests/test_dfs/dfs_init.sh new file mode 100755 index 000000000..f440804ed --- /dev/null +++ b/tests/test_dfs/dfs_init.sh @@ -0,0 +1,12 @@ +#!/usr/bin/env bash +OUTPUT=$(dmg -i pool create -s 2G TEST_POOL) +export POOL_UUID=`echo -e $OUTPUT | cut -d':' -f 3 | cut -d ' ' -f 2 | xargs` +echo "$POOL_UUID" +export POOL_LABEL='TEST_POOL' +echo "$POOL_LABEL" +OUTPUT=$(daos cont create --pool=TEST_POOL --type=POSIX TEST_CONT) +export CONT_UUID=`echo -e $OUTPUT | cut -d ' ' -f 4 | xargs` +echo "$CONT_UUID" +export CONT_LABEL='TEST_CONT' +echo "$CONT_LABEL" + diff --git a/tests/test_dfs/dfs_test.sh b/tests/test_dfs/dfs_test.sh deleted file mode 100755 index 0a4a78371..000000000 --- a/tests/test_dfs/dfs_test.sh +++ /dev/null @@ -1,3 +0,0 @@ -#!/usr/bin/env bash -dmg -i pool create -s 2G TEST_POOL -daos cont create --pool=TEST_POOL --type=POSIX TEST_CONT \ No newline at end of file From eebe0afa43a0b28fb55a32214341f51bfb4fd049 Mon Sep 17 00:00:00 2001 From: Mirna Moawad Date: Mon, 6 Dec 2021 14:06:47 +0200 Subject: [PATCH 29/66] Markdown updated --- .../core/filesystems/dfs/daos_tf_docs.md | 98 ++++++++++++++++--- 1 file changed, 85 insertions(+), 13 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md b/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md index 0a98517ee..c4259be31 100644 --- a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md +++ b/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md @@ -1,27 +1,99 @@ -## DAOS-TF BUILD GUIDE +# DAOS-TensorFlow IO GUIDE -This assumes a running DAOS engine v1.3.106 (to be updated to 2.x). Please follow the following steps with the specified order, to build the tensorflow-io project and run the tests written for the DFS Plugin +## Table Of Content +- [Features](#features) +- [Prerequisites](#prerequisites) +- [Environment Setup](#environment-setup) +- [Building](#building) +- [Testing](#testing) +- [Example](#example) +## Features -* Install latest versions of the following dependencies by running “**yum install -y python3 python3-devel gcc gcc-c++ git unzip which make**” (assuming Centos 8) or “**sudo apt-get -y -qq update**” and “**sudo apt-get -y -qq install gcc g++ git unzip curl python3-pip**” for Ubuntu 20.04 +* Providing a plugin utilizing the DAOS DFS layer to provide efficient utilization for Intel's filesystem. -* **“curl -sSOL https://github.com/bazelbuild/bazel/releases/download/\$(cat .bazelversion)/bazel-\$(cat .bazelversion)-installer-linux-x86_64.sh”** to download the Bazel installer +## Prerequisites -* “**bash -x -e bazel-$(cat .bazelversion)-installer-linux-x86_64.sh**” to install Bazel itself +* A valid DAOS installation, currently based on [version v1.3.106](https://github.com/daos-stack/daos/releases/tag/v1.3.106-tb) + * An installation guide and steps can be accessed from [here](https://docs.daos.io/admin/installation/) -* “**python3 -m pip install -U pip**” +## Environment Setup -* “**./configure.sh**” to configure and install tensorflow (the current version should be tensorflow2.6.2) +Assuming you are in a terminal in the repository root directory: -* “**ln -s /usr/bin/python3 /usr/bin/python**” +* Install latest versions of the following dependencies by running + * Centos 8 + ``` + $ yum install -y python3 python3-devel gcc gcc-c++ git unzip which make + ``` + * Ubuntu 20.04 + ``` + $ sudo apt-get -y -qq update + $ sudo apt-get -y -qq install gcc g++ git unzip curl python3-pip + ``` +* Download the Bazel installer + ``` + $ curl -sSOL https://github.com/bazelbuild/bazel/releases/download/\$(cat .bazelversion)/bazel-\$(cat .bazelversion)-installer-linux-x86_64.sh + ``` +* Install Bazel + ``` + $ bash -x -e bazel-$(cat .bazelversion)-installer-linux-x86_64.sh + ``` +* Update Pip and install pytest + ``` + $ python3 -m pip install -U pip + $ python3 -m pip install pytest + ``` + +## Building -* At this point, all libraries and dependencies should be installed. Make sure the environment variable“$LD_LIBRARY_PATH” includes the paths to all the daos libraries ( should be at /opt/daos/lib and /opt/daos/lib64) and the tensorflow framework (libtensorflow and libtensorflow_framework)(usually at /usr/local/lib or /usr/local/lib64/python3.6/site-packages). If not, find the required libraries and add their paths to the variable “**export LD_LIBRARY_PATH=<path-to-lib>:$LD_LIBARY_PATH**” +Assuming you are in a terminal in the repository root directory: -* **“bazel build -s --verbose_failures //tensorflow_io/... //tensorflow_io_gcs_filesystem/...”**. This should take a few minutes. (P.S Sandboxing may result in build failures when using Docker Containers for DAOS due to mounting issues, if that’s the case, add **--spawn_strategy=standalone** to the above build command to bypass sandboxing. +* Configure and install tensorflow (the current version should be tensorflow2.6.2) + ``` + $ ./configure.sh + ## Set python3 as default. + $ ln -s /usr/bin/python3 /usr/bin/python + ``` -* “**python3 -m pip install pytest**” and then “**TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_serialization.py**” . If the build is completed successfully, you can run the serialization test located under the tests directory to make sure everything is working fine. Note that any tests need to be run with the TFIO_DATAPATH flag to specify the location of the binaries +* At this point, all libraries and dependencies should be installed. + * Make sure the environment variable **LD_LIBRARY_PATH** includes the paths to: + * All daos libraries + * The tensorflow framework (libtensorflow and libtensorflow_framework) + * If not, find the required libraries and add their paths to the environment variable + ``` + export LD_LIBRARY_PATH=":$LD_LIBARY_PATH" + ``` -* **“source tests/test_dfs/dfs_init.sh”** to create the required pool and container and export required env variables for the dfs tests. +* Build the project using bazel + ``` + bazel build -s --verbose_failures //tensorflow_io/... //tensorflow_io_gcs_filesystem/... + ``` + This should take a few minutes. Note that sandboxing may result in build failures when using Docker Containers for DAOS due to mounting issues, if that’s the case, add **--spawn_strategy=standalone** to the above build command to bypass sandboxing. + + + +## Testing +Assuming you are in a terminal in the repository root directory: + +* Run the following command for the simple serial test to validate building. Note that any tests need to be run with the TFIO_DATAPATH flag to specify the location of the binaries. + ``` + $ TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_serialization.py + + ``` + +* Run the following commands to run the dfs plugin test: + ``` + # To create the required pool and container and export required env variables for the dfs tests. + $ source tests/test_dfs/dfs_init.sh + # To run dfs tests + $ TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_dfs.py + # For Cleanup, deletes pools and containers created for test. + $ bash ./tests/test_dfs/dfs_cleanup.sh + ``` + +## Example + +Please refer to [the DAOS notebook example in the tutorials folder in docs folder.](./../../../../docs/tutorials/daos.ipynb) -* “**TFIO_DATAPATH=bazel-bin python3 -m pytest -s -v tests/test_dfs.py”** to run dfs tests. For Cleanup, run the script labelled “**tests/test_dfs/dfs_cleanup.sh”** \ No newline at end of file From 9b3baf0988354b38fcbd86b8ebee153635bda685 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Mon, 6 Dec 2021 18:44:11 +0200 Subject: [PATCH 30/66] UNS NO_CHECK_PATH --- tensorflow_io/core/filesystems/dfs/BUILD | 2 +- .../core/filesystems/dfs/dfs_utils.cc | 21 ++++++++++++------- .../core/filesystems/dfs/dfs_utils.h | 1 + tests/test_dfs.py | 1 + 4 files changed, 16 insertions(+), 9 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index c3bfeadf8..27638cb21 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -20,6 +20,6 @@ cc_library( "//tensorflow_io/core/filesystems:filesystem_plugins_header", "@daos", ], - linkopts = ["-ldaos", "-luuid", "-ldfs"], + linkopts = ["-ldaos", "-luuid", "-ldfs", "-lduns"], alwayslink = 1, ) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_utils.cc b/tensorflow_io/core/filesystems/dfs/dfs_utils.cc index e13b59b42..5a3abf1b8 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_utils.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_utils.cc @@ -19,15 +19,20 @@ std::string FormatStorageSize(uint64_t size) { } int ParseDFSPath(const std::string& path, std::string& pool_string, - std::string& cont_string, std::string& filename) { + std::string& cont_string, std::string& filename) { size_t pool_start = path.find("://") + 3; - if(pool_start != POOL_START) - return -1; - size_t cont_start = path.find("/", pool_start) + 1; - size_t file_start = path.find("/", cont_start) + 1; - pool_string = path.substr(pool_start, cont_start - pool_start - 1); - cont_string = path.substr(cont_start, file_start - cont_start - 1); - filename = file_start < cont_start ? "" : path.substr(file_start); + struct duns_attr_t* attr = (struct duns_attr_t*)malloc(sizeof(struct duns_attr_t)); + attr->da_flags = DUNS_NO_PREFIX | DUNS_NO_CHECK_PATH; + attr->da_no_prefix = true; + attr->da_rel_path = NULL; + std::string direct_path = path.substr(pool_start-1); + int rc = duns_resolve_path(direct_path.c_str(), attr); + if(rc) { + return rc; + } + pool_string = attr->da_pool; + cont_string = attr->da_cont; + filename = attr->da_rel_path == NULL ? "" : attr->da_rel_path; return 0; } diff --git a/tensorflow_io/core/filesystems/dfs/dfs_utils.h b/tensorflow_io/core/filesystems/dfs/dfs_utils.h index 6316e5659..851f37692 100755 --- a/tensorflow_io/core/filesystems/dfs/dfs_utils.h +++ b/tensorflow_io/core/filesystems/dfs/dfs_utils.h @@ -15,6 +15,7 @@ #include #include #include +#include #include #include #include diff --git a/tests/test_dfs.py b/tests/test_dfs.py index 9c596a64f..8cb6dd0fb 100644 --- a/tests/test_dfs.py +++ b/tests/test_dfs.py @@ -45,6 +45,7 @@ def test_create_file(self): self.assertTrue(tf.io.gfile.exists(file_name)) tf.io.gfile.remove(file_name) + def test_write_read_file(self): """Test write/read file.""" # Setup and check preconditions. From 7035255acc4808dd50a096e102b1ad948be3740c Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Tue, 7 Dec 2021 14:13:02 +0200 Subject: [PATCH 31/66] Linking DAOS --- tensorflow_io/core/filesystems/dfs/BUILD | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index 27638cb21..ba4563514 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -20,6 +20,6 @@ cc_library( "//tensorflow_io/core/filesystems:filesystem_plugins_header", "@daos", ], - linkopts = ["-ldaos", "-luuid", "-ldfs", "-lduns"], + linkopts = ["-L/opt/daos/lib64 -ldaos", "-luuid", "-ldfs", "-lduns"], alwayslink = 1, ) From 7c1c73661cbd93901de37ea1f46573137ca438d1 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Tue, 7 Dec 2021 14:29:55 +0200 Subject: [PATCH 32/66] Linking DAOS libraries --- tensorflow_io/core/filesystems/dfs/BUILD | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index c3bfeadf8..ae5bea607 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -20,6 +20,6 @@ cc_library( "//tensorflow_io/core/filesystems:filesystem_plugins_header", "@daos", ], - linkopts = ["-ldaos", "-luuid", "-ldfs"], + linkopts = ["-L/opt/daos/lib64", "-ldaos", "-luuid", "-ldfs"], alwayslink = 1, ) From 9d72efd6ef8744cc0049d3a4343b33bc500cfa77 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Wed, 8 Dec 2021 07:05:57 +0200 Subject: [PATCH 33/66] Updated Docs --- tensorflow_io/core/filesystems/dfs/daos_tf_docs.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md b/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md index c4259be31..52527cd61 100644 --- a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md +++ b/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md @@ -65,6 +65,13 @@ Assuming you are in a terminal in the repository root directory: ``` export LD_LIBRARY_PATH=":$LD_LIBARY_PATH" ``` + * Make sure the environment variable **CPLUS_INCLUDE_PATH** and **C_INCLUDE_PATH** includes the paths to: + * The tensorflow headers (usually in /usr/local/lib64/python3.6/site-packages/tensorflow/include) + * If not, find the required headers and add their paths to the environment variable + ``` + export CPLUS_INCLUDE_PATH=":$CPLUS_INCLUDE_PATH" + export C_INCLUDE_PATH=$CPLUS_INCLUDE_PATH:$C_INCLUDE_PATH + ``` * Build the project using bazel ``` From a2cc29ee49d1cdaa8877a74b10c29b7de749e4b0 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Wed, 8 Dec 2021 08:36:51 +0200 Subject: [PATCH 34/66] Updating Docs and moving them to docs/ --- {tensorflow_io/core/filesystems/dfs => docs}/daos_tf_docs.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) rename {tensorflow_io/core/filesystems/dfs => docs}/daos_tf_docs.md (90%) diff --git a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md b/docs/daos_tf_docs.md similarity index 90% rename from tensorflow_io/core/filesystems/dfs/daos_tf_docs.md rename to docs/daos_tf_docs.md index 52527cd61..6b98c0062 100644 --- a/tensorflow_io/core/filesystems/dfs/daos_tf_docs.md +++ b/docs/daos_tf_docs.md @@ -77,7 +77,7 @@ Assuming you are in a terminal in the repository root directory: ``` bazel build -s --verbose_failures //tensorflow_io/... //tensorflow_io_gcs_filesystem/... ``` - This should take a few minutes. Note that sandboxing may result in build failures when using Docker Containers for DAOS due to mounting issues, if that’s the case, add **--spawn_strategy=standalone** to the above build command to bypass sandboxing. + This should take a few minutes. Note that sandboxing may result in build failures when using Docker Containers for DAOS due to mounting issues, if that’s the case, add **--spawn_strategy=standalone** to the above build command to bypass sandboxing. (When disabling sandbox, an error may be thrown for an undefined type z_crc_t due to a conflict in header files. Please find the crypt.h file in the bazel cache in subdirectory /external/zlib/contrib/minizip/crypt.h and add the following line to the file **typedef unsigned long z_crc_t;** then re-build) @@ -102,5 +102,5 @@ Assuming you are in a terminal in the repository root directory: ## Example -Please refer to [the DAOS notebook example in the tutorials folder in docs folder.](./../../../../docs/tutorials/daos.ipynb) +Please refer to [the DAOS notebook example in the tutorials folder in docs folder.](tutorials/daos.ipynb) From 4a8b3ec5e80ac2fb2cef3a14c2b75f3cdbd51ff7 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Fri, 10 Dec 2021 14:52:31 +0200 Subject: [PATCH 35/66] Updated Docs --- docs/daos_tf_docs.md | 5 +++-- tensorflow_io/core/filesystems/dfs/BUILD | 2 +- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/docs/daos_tf_docs.md b/docs/daos_tf_docs.md index 6b98c0062..c37bb7e2d 100644 --- a/docs/daos_tf_docs.md +++ b/docs/daos_tf_docs.md @@ -57,7 +57,8 @@ Assuming you are in a terminal in the repository root directory: $ ln -s /usr/bin/python3 /usr/bin/python ``` -* At this point, all libraries and dependencies should be installed. +* At this point, all libraries and dependencies should be installed. + * Make sure the environment variable **LIBRARY_PATH** includes the paths to all daos libraries * Make sure the environment variable **LD_LIBRARY_PATH** includes the paths to: * All daos libraries * The tensorflow framework (libtensorflow and libtensorflow_framework) @@ -75,7 +76,7 @@ Assuming you are in a terminal in the repository root directory: * Build the project using bazel ``` - bazel build -s --verbose_failures //tensorflow_io/... //tensorflow_io_gcs_filesystem/... + bazel build --action_env=LIBRARY_PATH=$LIBRARY_PATH -s --verbose_failures --spawn_strategy=standalone //tensorflow_io/... //tensorflow_io_gcs_filesystem/... ``` This should take a few minutes. Note that sandboxing may result in build failures when using Docker Containers for DAOS due to mounting issues, if that’s the case, add **--spawn_strategy=standalone** to the above build command to bypass sandboxing. (When disabling sandbox, an error may be thrown for an undefined type z_crc_t due to a conflict in header files. Please find the crypt.h file in the bazel cache in subdirectory /external/zlib/contrib/minizip/crypt.h and add the following line to the file **typedef unsigned long z_crc_t;** then re-build) diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index ae5bea607..c3bfeadf8 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -20,6 +20,6 @@ cc_library( "//tensorflow_io/core/filesystems:filesystem_plugins_header", "@daos", ], - linkopts = ["-L/opt/daos/lib64", "-ldaos", "-luuid", "-ldfs"], + linkopts = ["-ldaos", "-luuid", "-ldfs"], alwayslink = 1, ) From ea94561e1bf37b85c19e0ac652b40f9088114bfb Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Sun, 12 Dec 2021 16:35:54 +0200 Subject: [PATCH 36/66] UNS Supports UID and Label --- tensorflow_io/core/filesystems/dfs/BUILD | 2 +- tensorflow_io/core/filesystems/dfs/dfs_utils.cc | 9 +++++---- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/tensorflow_io/core/filesystems/dfs/BUILD b/tensorflow_io/core/filesystems/dfs/BUILD index ba4563514..27638cb21 100644 --- a/tensorflow_io/core/filesystems/dfs/BUILD +++ b/tensorflow_io/core/filesystems/dfs/BUILD @@ -20,6 +20,6 @@ cc_library( "//tensorflow_io/core/filesystems:filesystem_plugins_header", "@daos", ], - linkopts = ["-L/opt/daos/lib64 -ldaos", "-luuid", "-ldfs", "-lduns"], + linkopts = ["-ldaos", "-luuid", "-ldfs", "-lduns"], alwayslink = 1, ) diff --git a/tensorflow_io/core/filesystems/dfs/dfs_utils.cc b/tensorflow_io/core/filesystems/dfs/dfs_utils.cc index 5a3abf1b8..e9bbbd5a0 100644 --- a/tensorflow_io/core/filesystems/dfs/dfs_utils.cc +++ b/tensorflow_io/core/filesystems/dfs/dfs_utils.cc @@ -22,17 +22,18 @@ int ParseDFSPath(const std::string& path, std::string& pool_string, std::string& cont_string, std::string& filename) { size_t pool_start = path.find("://") + 3; struct duns_attr_t* attr = (struct duns_attr_t*)malloc(sizeof(struct duns_attr_t)); - attr->da_flags = DUNS_NO_PREFIX | DUNS_NO_CHECK_PATH; - attr->da_no_prefix = true; attr->da_rel_path = NULL; - std::string direct_path = path.substr(pool_start-1); + attr->da_flags = 0; + attr->da_no_prefix = false; + std::string direct_path = "daos://" + path.substr(pool_start); int rc = duns_resolve_path(direct_path.c_str(), attr); if(rc) { return rc; } pool_string = attr->da_pool; cont_string = attr->da_cont; - filename = attr->da_rel_path == NULL ? "" : attr->da_rel_path; + filename = attr->da_rel_path == NULL? "" : attr->da_rel_path; + duns_destroy_attr(attr); return 0; } From efbb408c6e459e9c56f2ee63a1e380eb5ded7cc9 Mon Sep 17 00:00:00 2001 From: Omar Marzouk Date: Wed, 15 Dec 2021 16:19:54 +0200 Subject: [PATCH 37/66] Updated Tutorial + Documentation --- docs/daos_tf_docs.md | 2 +- docs/tutorials/daos.ipynb | 368 +++++++++++++++++++++++---------- tests/test_dfs/test.gz | Bin 0 -> 1648877 bytes tests/test_dfs/test_labels.gz | Bin 0 -> 4542 bytes tests/test_dfs/train.gz | Bin 0 -> 9912422 bytes tests/test_dfs/train_labels.gz | Bin 0 -> 28881 bytes 6 files changed, 264 insertions(+), 106 deletions(-) create mode 100644 tests/test_dfs/test.gz create mode 100644 tests/test_dfs/test_labels.gz create mode 100644 tests/test_dfs/train.gz create mode 100644 tests/test_dfs/train_labels.gz diff --git a/docs/daos_tf_docs.md b/docs/daos_tf_docs.md index c37bb7e2d..c57632146 100644 --- a/docs/daos_tf_docs.md +++ b/docs/daos_tf_docs.md @@ -11,7 +11,7 @@ ## Features -* Providing a plugin utilizing the DAOS DFS layer to provide efficient utilization for Intel's filesystem. +* Providing a plugin utilizing the DAOS DFS layer to provide efficient utilization for Intel's filesystem. The Read-Only Memory Region remains unsupported. ## Prerequisites diff --git a/docs/tutorials/daos.ipynb b/docs/tutorials/daos.ipynb index f2219b87f..9b370a7ce 100644 --- a/docs/tutorials/daos.ipynb +++ b/docs/tutorials/daos.ipynb @@ -5,7 +5,7 @@ "id": "1f9e30da", "metadata": {}, "source": [ - "# DAOS Filesystem with Tensorflow" + "# DAOS Filesystem with Tensorflow (Using MNIST)" ] }, { @@ -17,11 +17,12 @@ "\n", "This tutorial shows how to use read and write files on [DAOS Filesystem](https://docs.daos.io/) with TensorFlow, through TensorFlow IO's DAOS file system integration.\n", "\n", - "A machine running DAOS natively or through a [docker emulator](https://github.com/daos-stack/daos/tree/master/utils/docker) is needed to run this tutorial and/or use the Tensorflow IO DAOS integration. The DAOS Pool and Container used for this tutorial will be created and deleted within this tutorial:\n", + "A machine running DAOS natively or through a [docker emulator](https://github.com/daos-stack/daos/tree/master/utils/docker) is needed to run this tutorial and/or use the Tensorflow IO DAOS integration. The DAOS Pool and Container used for this tutorial will be created within this tutorial, where we will be training and testing a simple Neural Network on the MNIST Dataset loaded from the DAOS File System Plugin.\n", "\n", - "The pool and container id are part of the filename uri:\n", + "The pool and container id or label are part of the filename uri:\n", "```\n", "dfs:////\n", + "dfs:///cont-label/\n", "```" ] }, @@ -43,63 +44,10 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "5e35916b", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: tensorflow-io in /usr/local/lib64/python3.6/site-packages (0.21.0)\n", - "Requirement already satisfied: tensorflow-io-gcs-filesystem==0.21.0 in /usr/local/lib64/python3.6/site-packages (from tensorflow-io) (0.21.0)\n", - "Requirement already satisfied: tensorflow<2.7.0,>=2.6.0 in /usr/local/lib64/python3.6/site-packages (from tensorflow-io) (2.6.0)\n", - 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"Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /usr/local/lib/python3.6/site-packages (from pyasn1-modules>=0.2.1->google-auth<2,>=1.6.3->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (0.4.8)\n", - "Requirement already satisfied: oauthlib>=0.6.2 in /usr/lib/python3.6/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (2.1.0)\n", - "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.6/site-packages (from importlib-metadata->markdown>=2.6.8->tensorboard~=2.6->tensorflow<2.7.0,>=2.6.0->tensorflow-io) (3.6.0)\n", - "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\n" - ] - } - ], + "outputs": [], "source": [ "try:\n", " %tensorflow_version 2.x \n", @@ -119,81 +67,291 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "79528fed", "metadata": {}, "outputs": [], "source": [ - "!dmg -i pool create -s 2G TEST_POOL\n", - "!daos cont create --pool=TEST_POOL --type=POSIX TEST_CONT\n", - "cont = \"TEST_CONT\"\n", - "pool = \"TEST_POOL\"" + "!dmg -i pool create -s 500M TEST_POOL\n", + "!daos cont create --pool=TEST_POOL --type=POSIX TEST_CONT" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Importing the needed libraries" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "import tensorflow_io as tfio" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Initializing our dfs path" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "dfs_url = \"dfs://TEST_POOL/TEST_CONT/\" # This the path we'll be using to load and access the dataset\n", + "pwd = !pwd\n", + "posix_url = pwd[0] + \"/tests/test_dfs/\"" ] }, { "cell_type": "markdown", - "id": "d860192c", "metadata": {}, "source": [ - "### Read and write files to DAOS with TensorFlow\n", + "Copying the Data from the POSIX Filesystem to the DAOS Filesystem under the pool and container we just created" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "file_names = [\"train.gz\", \"test.gz\", \"train_labels.gz\", \"test_labels.gz\"]\n", + "for file in file_names:\n", + " tf.io.gfile.copy(posix_url + file, dfs_url + file, True)\n", + " \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Checking Our Training Images and Training Labels Exist under the specified pool and container" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "images = dfs_url + \"train.gz\"\n", + "labels = dfs_url + \"train_labels.gz\"\n", + "if tf.io.gfile.exists(images) and tf.io.gfile.exists(labels):\n", + " print(\"True\")\n", + "else:\n", + " print(\"False\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Loading MNIST Data from the DFS using tensorflow-io's built in MNIST loading functionality" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "\n", - "The following is an example of reading and writing files to DAOS with TensorFlow's API.\n", + "d_train = tfio.IODataset.from_mnist(\n", + " images,\n", + " labels,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Pre-processing and Building a simple Keras Model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Shuffle the elements of the dataset.\n", + "d_train = d_train.shuffle(buffer_size=1024)\n", + "\n", + "# By default image data is uint8, so convert to float32 using map().\n", + "d_train = d_train.map(lambda x, y: (tf.image.convert_image_dtype(x, tf.float32), y))\n", + "\n", + "# prepare batches the data just like any other tf.data.Dataset\n", + "d_train = d_train.batch(32)\n", "\n", - "It behaves the same way as other file systems (e.g., POSIX or GCS) in TensorFlow once `tensorflow-io` package is imported, as `tensorflow-io` will automatically register `dfs` scheme for use.\n", + "# Build the model.\n", + "model = tf.keras.models.Sequential(\n", + " [\n", + " tf.keras.layers.Flatten(input_shape=(28, 28)),\n", + " tf.keras.layers.Dense(512, activation=tf.nn.relu),\n", + " tf.keras.layers.Dropout(0.2),\n", + " tf.keras.layers.Dense(10, activation=tf.nn.softmax),\n", + " ]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compiling the model we just built" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model.compile(\n", + " optimizer=\"adam\", loss=\"sparse_categorical_crossentropy\", metrics=[\"accuracy\"]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And finally, training on the dataset for 5 epochs" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "history = model.fit(d_train, epochs=15, steps_per_epoch=100)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot of Loss vs Epoch during Training" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", "\n", - "The DAOS POOL ID and Container ID should be provided through `pool` and `cont` variables." + "plt.plot(history.history['loss'])\n", + "plt.title('model loss')\n", + "plt.ylabel('loss')\n", + "plt.xlabel('epoch')\n", + "plt.legend(['train'], loc='upper left')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check Test Data is available" ] }, { "cell_type": "code", - "execution_count": 3, - "id": "459ab7e3", + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Name: tensorflow-io\r\n", - "Version: 0.21.0\r\n", - "Summary: TensorFlow IO\r\n", - "Home-page: https://github.com/tensorflow/io\r\n", - "Author: Google Inc.\r\n", - "Author-email: opensource@google.com\r\n", - "License: UNKNOWN\r\n", - "Location: /usr/local/lib64/python3.6/site-packages\r\n", - "Requires: tensorflow, tensorflow-io-gcs-filesystem\r\n", - "Required-by: \r\n" - ] - } - ], + "outputs": [], "source": [ - "import tensorflow as tf\n", - "import tensorflow_io as tfio" + "test_images = dfs_url + \"test.gz\"\n", + "test_labels = dfs_url + \"test_labels.gz\"\n", + "if tf.io.gfile.exists(test_images) and tf.io.gfile.exists(test_labels):\n", + " print(\"True\")\n", + "else:\n", + " print(\"False\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Apply same pre-processing and batching on test data" ] }, { "cell_type": "code", "execution_count": null, - "id": "f10b9d4a", "metadata": {}, "outputs": [], "source": [ - "base = pool + \"/\" + cont\n", - "pathname = 'dfs://{}/dfstest'.format(base)\n", - "tf.io.gfile.mkdir(pathname)\n", + "d_test = tfio.IODataset.from_mnist(\n", + " test_images,\n", + " test_labels,\n", + ")\n", + "\n", + "# Shuffle the elements of the dataset.\n", + "d_test = d_test.shuffle(buffer_size=1024)\n", "\n", - "filename = pathname + '/hello.txt'\n", - "with tf.io.gfile.GFile(filename, mode='w') as w:\n", - " w.write(\"Hello, world!\")\n", + "# By default image data is uint8, so convert to float32 using map().\n", + "d_test = d_test.map(lambda x, y: (tf.image.convert_image_dtype(x, tf.float32), y))\n", "\n", - "with tf.io.gfile.GFile(filename, mode='r') as r:\n", - " print(r.read())" + "# prepare batches the data just like any other tf.data.Dataset\n", + "d_test = d_test.batch(32)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Evaluate our model on both test and train data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "_, train_acc = model.evaluate(d_train, verbose=0)\n", + "_, test_acc = model.evaluate(d_test, verbose=0)\n", + "print('Train: %.3f, Test: %.3f' % (train_acc, test_acc))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Prediction Example" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "iterator = iter(d_test)\n", + "elem = iterator.get_next()[0][0]\n", + "plt.imshow(elem)\n", + "prediction = model.predict(np.array([elem]))\n", + "result = np.where(prediction[0] == np.amax(prediction[0]))\n", + "print(\"Predicted Value is\" ,result[0][0])" ] }, { "cell_type": "markdown", - "id": "7b316950", "metadata": {}, "source": [ "### Cleanup" @@ -202,7 +360,6 @@ { "cell_type": "code", "execution_count": null, - "id": "2a1050d4", "metadata": {}, "outputs": [], "source": [ @@ -212,9 +369,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 DAOS TF Environment", "language": "python", - "name": "python3" + "name": "python3_my_env" }, "language_info": { "codemirror_mode": { @@ -227,8 +384,9 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.8" - } + }, + "orig_nbformat": 4 }, "nbformat": 4, - "nbformat_minor": 5 + "nbformat_minor": 2 } diff --git a/tests/test_dfs/test.gz b/tests/test_dfs/test.gz new file mode 100644 index 0000000000000000000000000000000000000000..5ace8ea93f8d2a3741f4d267954e2ad37e1b3a39 GIT binary 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