import cython from libcpp.string cimport string from libcpp.deque cimport deque from libcpp.vector cimport vector from cpython cimport bool as py_bool from libcpp cimport bool as cpp_bool from libc.stdint cimport uint32_t from cython.operator cimport dereference as deref from cpython.bytes cimport PyBytes_AsString from cpython.bytes cimport PyBytes_Size from cpython.bytes cimport PyBytes_FromString from cpython.bytes cimport PyBytes_FromStringAndSize from cpython.unicode cimport PyUnicode_Decode from std_memory cimport shared_ptr cimport options cimport merge_operator cimport filter_policy cimport comparator cimport slice_transform cimport cache cimport logger cimport snapshot cimport db cimport iterator cimport backup cimport env cimport table_factory cimport memtablerep cimport universal_compaction # Enums are the only exception for direct imports # Their name als already unique enough from universal_compaction cimport kCompactionStopStyleSimilarSize from universal_compaction cimport kCompactionStopStyleTotalSize from options cimport kCompactionStyleLevel from options cimport kCompactionStyleUniversal from options cimport kCompactionStyleFIFO from options cimport kCompactionStyleNone from slice_ cimport Slice from status cimport Status import sys from interfaces import MergeOperator as IMergeOperator from interfaces import AssociativeMergeOperator as IAssociativeMergeOperator from interfaces import FilterPolicy as IFilterPolicy from interfaces import Comparator as IComparator from interfaces import SliceTransform as ISliceTransform import traceback import errors ctypedef const filter_policy.FilterPolicy ConstFilterPolicy cdef extern from "cpp/utils.hpp" namespace "py_rocks": cdef const Slice* vector_data(vector[Slice]&) # Prepare python for threaded usage. # Python callbacks (merge, comparator) # could be executed in a rocksdb background thread (eg. compaction). cdef extern from "Python.h": void PyEval_InitThreads() PyEval_InitThreads() ## Here comes the stuff to wrap the status to exception cdef check_status(const Status& st): if st.ok(): return if st.IsNotFound(): raise errors.NotFound(st.ToString()) if st.IsCorruption(): raise errors.Corruption(st.ToString()) if st.IsNotSupported(): raise errors.NotSupported(st.ToString()) if st.IsInvalidArgument(): raise errors.InvalidArgument(st.ToString()) if st.IsIOError(): raise errors.RocksIOError(st.ToString()) if st.IsMergeInProgress(): raise errors.MergeInProgress(st.ToString()) if st.IsIncomplete(): raise errors.Incomplete(st.ToString()) raise Exception("Unknown error: %s" % st.ToString()) ###################################################### cdef string bytes_to_string(path) except *: return string(PyBytes_AsString(path), PyBytes_Size(path)) cdef string_to_bytes(string ob): return PyBytes_FromStringAndSize(ob.c_str(), ob.size()) cdef Slice bytes_to_slice(ob) except *: return Slice(PyBytes_AsString(ob), PyBytes_Size(ob)) cdef slice_to_bytes(Slice sl): return PyBytes_FromStringAndSize(sl.data(), sl.size()) ## only for filsystem paths cdef string path_to_string(object path) except *: if isinstance(path, bytes): return bytes_to_string(path) if isinstance(path, unicode): path = path.encode(sys.getfilesystemencoding()) return bytes_to_string(path) else: raise TypeError("Wrong type for path: %s" % path) cdef object string_to_path(string path): fs_encoding = sys.getfilesystemencoding().encode('ascii') return PyUnicode_Decode(path.c_str(), path.size(), fs_encoding, "replace") ## Here comes the stuff for the comparator @cython.internal cdef class PyComparator(object): cdef object get_ob(self): return None cdef const comparator.Comparator* get_comparator(self): return NULL cdef set_info_log(self, shared_ptr[logger.Logger] info_log): pass @cython.internal cdef class PyGenericComparator(PyComparator): cdef comparator.ComparatorWrapper* comparator_ptr cdef object ob def __cinit__(self, object ob): self.comparator_ptr = NULL if not isinstance(ob, IComparator): raise TypeError("%s is not of type %s" % (ob, IComparator)) self.ob = ob self.comparator_ptr = new comparator.ComparatorWrapper( bytes_to_string(ob.name()), ob, compare_callback) def __dealloc__(self): if not self.comparator_ptr == NULL: del self.comparator_ptr cdef object get_ob(self): return self.ob cdef const comparator.Comparator* get_comparator(self): return self.comparator_ptr cdef set_info_log(self, shared_ptr[logger.Logger] info_log): self.comparator_ptr.set_info_log(info_log) @cython.internal cdef class PyBytewiseComparator(PyComparator): cdef const comparator.Comparator* comparator_ptr def __cinit__(self): self.comparator_ptr = comparator.BytewiseComparator() def name(self): return PyBytes_FromString(self.comparator_ptr.Name()) def compare(self, a, b): return self.comparator_ptr.Compare( bytes_to_slice(a), bytes_to_slice(b)) cdef object get_ob(self): return self cdef const comparator.Comparator* get_comparator(self): return self.comparator_ptr cdef int compare_callback( void* ctx, logger.Logger* log, string& error_msg, const Slice& a, const Slice& b) with gil: try: return (ctx).compare(slice_to_bytes(a), slice_to_bytes(b)) except BaseException as error: tb = traceback.format_exc() logger.Log(log, "Error in compare callback: %s", tb) error_msg.assign(str(error)) BytewiseComparator = PyBytewiseComparator ######################################### ## Here comes the stuff for the filter policy @cython.internal cdef class PyFilterPolicy(object): cdef object get_ob(self): return None cdef shared_ptr[ConstFilterPolicy] get_policy(self): return shared_ptr[ConstFilterPolicy]() cdef set_info_log(self, shared_ptr[logger.Logger] info_log): pass @cython.internal cdef class PyGenericFilterPolicy(PyFilterPolicy): cdef shared_ptr[filter_policy.FilterPolicyWrapper] policy cdef object ob def __cinit__(self, object ob): if not isinstance(ob, IFilterPolicy): raise TypeError("%s is not of type %s" % (ob, IFilterPolicy)) self.ob = ob self.policy.reset(new filter_policy.FilterPolicyWrapper( bytes_to_string(ob.name()), ob, create_filter_callback, key_may_match_callback)) cdef object get_ob(self): return self.ob cdef shared_ptr[ConstFilterPolicy] get_policy(self): return (self.policy) cdef set_info_log(self, shared_ptr[logger.Logger] info_log): self.policy.get().set_info_log(info_log) cdef void create_filter_callback( void* ctx, logger.Logger* log, string& error_msg, const Slice* keys, int n, string* dst) with gil: try: ret = (ctx).create_filter( [slice_to_bytes(keys[i]) for i in range(n)]) dst.append(bytes_to_string(ret)) except BaseException as error: tb = traceback.format_exc() logger.Log(log, "Error in create filter callback: %s", tb) error_msg.assign(str(error)) cdef cpp_bool key_may_match_callback( void* ctx, logger.Logger* log, string& error_msg, const Slice& key, const Slice& filt) with gil: try: return (ctx).key_may_match( slice_to_bytes(key), slice_to_bytes(filt)) except BaseException as error: tb = traceback.format_exc() logger.Log(log, "Error in key_mach_match callback: %s", tb) error_msg.assign(str(error)) @cython.internal cdef class PyBloomFilterPolicy(PyFilterPolicy): cdef shared_ptr[ConstFilterPolicy] policy def __cinit__(self, int bits_per_key): self.policy.reset(filter_policy.NewBloomFilterPolicy(bits_per_key)) def name(self): return PyBytes_FromString(self.policy.get().Name()) def create_filter(self, keys): cdef string dst cdef vector[Slice] c_keys for key in keys: c_keys.push_back(bytes_to_slice(key)) self.policy.get().CreateFilter( vector_data(c_keys), c_keys.size(), cython.address(dst)) return string_to_bytes(dst) def key_may_match(self, key, filter_): return self.policy.get().KeyMayMatch( bytes_to_slice(key), bytes_to_slice(filter_)) cdef object get_ob(self): return self cdef shared_ptr[ConstFilterPolicy] get_policy(self): return self.policy BloomFilterPolicy = PyBloomFilterPolicy ############################################# ## Here comes the stuff for the merge operator @cython.internal cdef class PyMergeOperator(object): cdef shared_ptr[merge_operator.MergeOperator] merge_op cdef object ob def __cinit__(self, object ob): self.ob = ob if isinstance(ob, IAssociativeMergeOperator): self.merge_op.reset( new merge_operator.AssociativeMergeOperatorWrapper( bytes_to_string(ob.name()), (ob), merge_callback)) elif isinstance(ob, IMergeOperator): self.merge_op.reset( new merge_operator.MergeOperatorWrapper( bytes_to_string(ob.name()), ob, ob, full_merge_callback, partial_merge_callback)) # elif isinstance(ob, str): # if ob == "put": # self.merge_op = merge_operator.MergeOperators.CreatePutOperator() # elif ob == "put_v1": # self.merge_op = merge_operator.MergeOperators.CreateDeprecatedPutOperator() # elif ob == "uint64add": # self.merge_op = merge_operator.MergeOperators.CreateUInt64AddOperator() # elif ob == "stringappend": # self.merge_op = merge_operator.MergeOperators.CreateStringAppendOperator() # #TODO: necessary? # # elif ob == "stringappendtest": # # self.merge_op = merge_operator.MergeOperators.CreateStringAppendTESTOperator() # elif ob == "max": # self.merge_op = merge_operator.MergeOperators.CreateMaxOperator() # else: # msg = "{0} is not the default type".format(ob) # raise TypeError(msg) else: msg = "%s is not of this types %s" msg %= (ob, (IAssociativeMergeOperator, IMergeOperator)) raise TypeError(msg) cdef object get_ob(self): return self.ob cdef shared_ptr[merge_operator.MergeOperator] get_operator(self): return self.merge_op cdef cpp_bool merge_callback( void* ctx, const Slice& key, const Slice* existing_value, const Slice& value, string* new_value, logger.Logger* log) with gil: if existing_value == NULL: py_existing_value = None else: py_existing_value = slice_to_bytes(deref(existing_value)) try: ret = (ctx).merge( slice_to_bytes(key), py_existing_value, slice_to_bytes(value)) if ret[0]: new_value.assign(bytes_to_string(ret[1])) return True return False except: tb = traceback.format_exc() logger.Log(log, "Error in merge_callback: %s", tb) return False cdef cpp_bool full_merge_callback( void* ctx, const Slice& key, const Slice* existing_value, const deque[string]& op_list, string* new_value, logger.Logger* log) with gil: if existing_value == NULL: py_existing_value = None else: py_existing_value = slice_to_bytes(deref(existing_value)) try: ret = (ctx).full_merge( slice_to_bytes(key), py_existing_value, [string_to_bytes(op_list[i]) for i in range(op_list.size())]) if ret[0]: new_value.assign(bytes_to_string(ret[1])) return True return False except: tb = traceback.format_exc() logger.Log(log, "Error in full_merge_callback: %s", tb) return False cdef cpp_bool partial_merge_callback( void* ctx, const Slice& key, const Slice& left_op, const Slice& right_op, string* new_value, logger.Logger* log) with gil: try: ret = (ctx).partial_merge( slice_to_bytes(key), slice_to_bytes(left_op), slice_to_bytes(right_op)) if ret[0]: new_value.assign(bytes_to_string(ret[1])) return True return False except: tb = traceback.format_exc() logger.Log(log, "Error in partial_merge_callback: %s", tb) return False ############################################## #### Here comes the Cache stuff @cython.internal cdef class PyCache(object): cdef shared_ptr[cache.Cache] get_cache(self): return shared_ptr[cache.Cache]() @cython.internal cdef class PyLRUCache(PyCache): cdef shared_ptr[cache.Cache] cache_ob def __cinit__(self, capacity, shard_bits=None): if shard_bits is not None: self.cache_ob = cache.NewLRUCache(capacity, shard_bits) else: self.cache_ob = cache.NewLRUCache(capacity) cdef shared_ptr[cache.Cache] get_cache(self): return self.cache_ob LRUCache = PyLRUCache ############################### ### Here comes the stuff for SliceTransform @cython.internal cdef class PySliceTransform(object): cdef shared_ptr[slice_transform.SliceTransform] transfomer cdef object ob def __cinit__(self, object ob): if not isinstance(ob, ISliceTransform): raise TypeError("%s is not of type %s" % (ob, ISliceTransform)) self.ob = ob self.transfomer.reset( new slice_transform.SliceTransformWrapper( bytes_to_string(ob.name()), ob, slice_transform_callback, slice_in_domain_callback, slice_in_range_callback)) cdef object get_ob(self): return self.ob cdef shared_ptr[slice_transform.SliceTransform] get_transformer(self): return self.transfomer cdef set_info_log(self, shared_ptr[logger.Logger] info_log): cdef slice_transform.SliceTransformWrapper* ptr ptr = self.transfomer.get() ptr.set_info_log(info_log) cdef Slice slice_transform_callback( void* ctx, logger.Logger* log, string& error_msg, const Slice& src) with gil: cdef size_t offset cdef size_t size try: ret = (ctx).transform(slice_to_bytes(src)) offset = ret[0] size = ret[1] if (offset + size) > src.size(): msg = "offset(%i) + size(%i) is bigger than slice(%i)" raise Exception(msg % (offset, size, src.size())) return Slice(src.data() + offset, size) except BaseException as error: tb = traceback.format_exc() logger.Log(log, "Error in slice transfrom callback: %s", tb) error_msg.assign(str(error)) cdef cpp_bool slice_in_domain_callback( void* ctx, logger.Logger* log, string& error_msg, const Slice& src) with gil: try: return (ctx).in_domain(slice_to_bytes(src)) except BaseException as error: tb = traceback.format_exc() logger.Log(log, "Error in slice transfrom callback: %s", tb) error_msg.assign(str(error)) cdef cpp_bool slice_in_range_callback( void* ctx, logger.Logger* log, string& error_msg, const Slice& src) with gil: try: return (ctx).in_range(slice_to_bytes(src)) except BaseException as error: tb = traceback.format_exc() logger.Log(log, "Error in slice transfrom callback: %s", tb) error_msg.assign(str(error)) ########################################### ## Here are the TableFactories @cython.internal cdef class PyTableFactory(object): cdef shared_ptr[table_factory.TableFactory] factory cdef shared_ptr[table_factory.TableFactory] get_table_factory(self): return self.factory cdef set_info_log(self, shared_ptr[logger.Logger] info_log): pass cdef class BlockBasedTableFactory(PyTableFactory): cdef PyFilterPolicy py_filter_policy def __init__(self, index_type='binary_search', py_bool hash_index_allow_collision=True, checksum='crc32', PyCache block_cache=None, PyCache block_cache_compressed=None, filter_policy=None, no_block_cache=False, block_size=None, block_size_deviation=None, block_restart_interval=None, whole_key_filtering=None): cdef table_factory.BlockBasedTableOptions table_options if index_type == 'binary_search': table_options.index_type = table_factory.kBinarySearch elif index_type == 'hash_search': table_options.index_type = table_factory.kHashSearch else: raise ValueError("Unknown index_type: %s" % index_type) if hash_index_allow_collision: table_options.hash_index_allow_collision = True else: table_options.hash_index_allow_collision = False if checksum == 'crc32': table_options.checksum = table_factory.kCRC32c elif checksum == 'xxhash': table_options.checksum = table_factory.kxxHash else: raise ValueError("Unknown checksum: %s" % checksum) if no_block_cache: table_options.no_block_cache = True else: table_options.no_block_cache = False # If the following options are None use the rocksdb default. if block_size is not None: table_options.block_size = block_size if block_size_deviation is not None: table_options.block_size_deviation = block_size_deviation if block_restart_interval is not None: table_options.block_restart_interval = block_restart_interval if whole_key_filtering is not None: if whole_key_filtering: table_options.whole_key_filtering = True else: table_options.whole_key_filtering = False if block_cache is not None: table_options.block_cache = block_cache.get_cache() if block_cache_compressed is not None: table_options.block_cache_compressed = block_cache_compressed.get_cache() # Set the filter_policy self.py_filter_policy = None if filter_policy is not None: if isinstance(filter_policy, PyFilterPolicy): if (filter_policy).get_policy().get() == NULL: raise Exception("Cannot set filter policy: %s" % filter_policy) self.py_filter_policy = filter_policy else: self.py_filter_policy = PyGenericFilterPolicy(filter_policy) table_options.filter_policy = self.py_filter_policy.get_policy() self.factory.reset(table_factory.NewBlockBasedTableFactory(table_options)) cdef set_info_log(self, shared_ptr[logger.Logger] info_log): if self.py_filter_policy is not None: self.py_filter_policy.set_info_log(info_log) cdef class PlainTableFactory(PyTableFactory): def __init__( self, user_key_len=0, bloom_bits_per_key=10, hash_table_ratio=0.75, index_sparseness=10, huge_page_tlb_size=0, encoding_type='plain', py_bool full_scan_mode=False, py_bool store_index_in_file=False): cdef table_factory.PlainTableOptions table_options table_options.user_key_len = user_key_len table_options.bloom_bits_per_key = bloom_bits_per_key table_options.hash_table_ratio = hash_table_ratio table_options.index_sparseness = index_sparseness table_options.huge_page_tlb_size = huge_page_tlb_size if encoding_type == 'plain': table_options.encoding_type = table_factory.kPlain elif encoding_type == 'prefix': table_options.encoding_type = table_factory.kPrefix else: raise ValueError("Unknown encoding_type: %s" % encoding_type) table_options.full_scan_mode = full_scan_mode table_options.store_index_in_file = store_index_in_file self.factory.reset( table_factory.NewPlainTableFactory(table_options)) ############################################# ### Here are the MemtableFactories @cython.internal cdef class PyMemtableFactory(object): cdef shared_ptr[memtablerep.MemTableRepFactory] factory cdef shared_ptr[memtablerep.MemTableRepFactory] get_memtable_factory(self): return self.factory cdef class SkipListMemtableFactory(PyMemtableFactory): def __init__(self): self.factory.reset(memtablerep.NewSkipListFactory()) cdef class VectorMemtableFactory(PyMemtableFactory): def __init__(self, count=0): self.factory.reset(memtablerep.NewVectorRepFactory(count)) cdef class HashSkipListMemtableFactory(PyMemtableFactory): def __init__( self, bucket_count=1000000, skiplist_height=4, skiplist_branching_factor=4): self.factory.reset( memtablerep.NewHashSkipListRepFactory( bucket_count, skiplist_height, skiplist_branching_factor)) cdef class HashLinkListMemtableFactory(PyMemtableFactory): def __init__(self, bucket_count=50000): self.factory.reset(memtablerep.NewHashLinkListRepFactory(bucket_count)) ################################## cdef class CompressionType(object): no_compression = u'no_compression' snappy_compression = u'snappy_compression' zlib_compression = u'zlib_compression' bzip2_compression = u'bzip2_compression' lz4_compression = u'lz4_compression' lz4hc_compression = u'lz4hc_compression' xpress_compression = u'xpress_compression' zstd_compression = u'zstd_compression' zstdnotfinal_compression = u'zstdnotfinal_compression' disable_compression = u'disable_compression' cdef class CompactionPri(object): by_compensated_size = u'by_compensated_size' oldest_largest_seq_first = u'oldest_largest_seq_first' oldest_smallest_seq_first = u'oldest_smallest_seq_first' min_overlapping_ratio = u'min_overlapping_ratio' cdef class Options(object): cdef options.Options* opts cdef PyComparator py_comparator cdef PyMergeOperator py_merge_operator cdef PySliceTransform py_prefix_extractor cdef PyTableFactory py_table_factory cdef PyMemtableFactory py_memtable_factory cdef PyCache py_row_cache # Used to protect sharing of Options with many DB-objects cdef cpp_bool in_use def __cinit__(self): self.opts = NULL self.opts = new options.Options() self.in_use = False def __dealloc__(self): if not self.opts == NULL: del self.opts def __init__(self, **kwargs): self.py_comparator = BytewiseComparator() self.py_merge_operator = None self.py_prefix_extractor = None self.py_table_factory = None self.py_memtable_factory = None self.py_row_cache = None for key, value in kwargs.items(): setattr(self, key, value) property create_if_missing: def __get__(self): return self.opts.create_if_missing def __set__(self, value): self.opts.create_if_missing = value property error_if_exists: def __get__(self): return self.opts.error_if_exists def __set__(self, value): self.opts.error_if_exists = value property paranoid_checks: def __get__(self): return self.opts.paranoid_checks def __set__(self, value): self.opts.paranoid_checks = value property write_buffer_size: def __get__(self): return self.opts.write_buffer_size def __set__(self, value): self.opts.write_buffer_size = value property max_write_buffer_number: def __get__(self): return self.opts.max_write_buffer_number def __set__(self, value): self.opts.max_write_buffer_number = value property max_compaction_bytes: def __get__(self): return self.opts.max_compaction_bytes def __set__(self, value): self.opts.max_compaction_bytes = value property min_write_buffer_number_to_merge: def __get__(self): return self.opts.min_write_buffer_number_to_merge def __set__(self, value): self.opts.min_write_buffer_number_to_merge = value property max_open_files: def __get__(self): return self.opts.max_open_files def __set__(self, value): self.opts.max_open_files = value property compression_opts: def __get__(self): cdef dict ret_ob = {} ret_ob['window_bits'] = self.opts.compression_opts.window_bits ret_ob['level'] = self.opts.compression_opts.level ret_ob['strategy'] = self.opts.compression_opts.strategy ret_ob['max_dict_bytes'] = self.opts.compression_opts.max_dict_bytes return ret_ob def __set__(self, dict value): cdef options.CompressionOptions* copts copts = cython.address(self.opts.compression_opts) # CompressionOptions(int wbits, int _lev, int _strategy, int _max_dict_bytes) if 'window_bits' in value: copts.window_bits = value['window_bits'] if 'level' in value: copts.level = value['level'] if 'strategy' in value: copts.strategy = value['strategy'] if 'max_dict_bytes' in value: copts.max_dict_bytes = value['max_dict_bytes'] property compaction_pri: def __get__(self): if self.opts.compaction_pri == options.kByCompensatedSize: return CompactionPri.by_compensated_size if self.opts.compaction_pri == options.kOldestLargestSeqFirst: return CompactionPri.oldest_largest_seq_first if self.opts.compaction_pri == options.kOldestSmallestSeqFirst: return CompactionPri.oldest_smallest_seq_first if self.opts.compaction_pri == options.kMinOverlappingRatio: return CompactionPri.min_overlapping_ratio def __set__(self, value): if value == CompactionPri.by_compensated_size: self.opts.compaction_pri = options.kByCompensatedSize elif value == CompactionPri.oldest_largest_seq_first: self.opts.compaction_pri = options.kOldestLargestSeqFirst elif value == CompactionPri.oldest_smallest_seq_first: self.opts.compaction_pri = options.kOldestSmallestSeqFirst elif value == CompactionPri.min_overlapping_ratio: self.opts.compaction_pri = options.kMinOverlappingRatio else: raise TypeError("Unknown compaction pri: %s" % value) property compression: def __get__(self): if self.opts.compression == options.kNoCompression: return CompressionType.no_compression elif self.opts.compression == options.kSnappyCompression: return CompressionType.snappy_compression elif self.opts.compression == options.kZlibCompression: return CompressionType.zlib_compression elif self.opts.compression == options.kBZip2Compression: return CompressionType.bzip2_compression elif self.opts.compression == options.kLZ4Compression: return CompressionType.lz4_compression elif self.opts.compression == options.kLZ4HCCompression: return CompressionType.lz4hc_compression elif self.opts.compression == options.kXpressCompression: return CompressionType.xpress_compression elif self.opts.compression == options.kZSTD: return CompressionType.zstd_compression elif self.opts.compression == options.kZSTDNotFinalCompression: return CompressionType.zstdnotfinal_compression elif self.opts.compression == options.kDisableCompressionOption: return CompressionType.disable_compression else: raise Exception("Unknonw type: %s" % self.opts.compression) def __set__(self, value): if value == CompressionType.no_compression: self.opts.compression = options.kNoCompression elif value == CompressionType.snappy_compression: self.opts.compression = options.kSnappyCompression elif value == CompressionType.zlib_compression: self.opts.compression = options.kZlibCompression elif value == CompressionType.bzip2_compression: self.opts.compression = options.kBZip2Compression elif value == CompressionType.lz4_compression: self.opts.compression = options.kLZ4Compression elif value == CompressionType.lz4hc_compression: self.opts.compression = options.kLZ4HCCompression elif value == CompressionType.zstd_compression: self.opts.compression = options.kZSTD elif value == CompressionType.zstdnotfinal_compression: self.opts.compression = options.kZSTDNotFinalCompression elif value == CompressionType.disable_compression: self.opts.compression = options.kDisableCompressionOption else: raise TypeError("Unknown compression: %s" % value) property num_levels: def __get__(self): return self.opts.num_levels def __set__(self, value): self.opts.num_levels = value property level0_file_num_compaction_trigger: def __get__(self): return self.opts.level0_file_num_compaction_trigger def __set__(self, value): self.opts.level0_file_num_compaction_trigger = value property level0_slowdown_writes_trigger: def __get__(self): return self.opts.level0_slowdown_writes_trigger def __set__(self, value): self.opts.level0_slowdown_writes_trigger = value property level0_stop_writes_trigger: def __get__(self): return self.opts.level0_stop_writes_trigger def __set__(self, value): self.opts.level0_stop_writes_trigger = value property max_mem_compaction_level: def __get__(self): return self.opts.max_mem_compaction_level def __set__(self, value): self.opts.max_mem_compaction_level = value property target_file_size_base: def __get__(self): return self.opts.target_file_size_base def __set__(self, value): self.opts.target_file_size_base = value property target_file_size_multiplier: def __get__(self): return self.opts.target_file_size_multiplier def __set__(self, value): self.opts.target_file_size_multiplier = value property max_bytes_for_level_base: def __get__(self): return self.opts.max_bytes_for_level_base def __set__(self, value): self.opts.max_bytes_for_level_base = value property max_bytes_for_level_multiplier: def __get__(self): return self.opts.max_bytes_for_level_multiplier def __set__(self, value): self.opts.max_bytes_for_level_multiplier = value property max_bytes_for_level_multiplier_additional: def __get__(self): return self.opts.max_bytes_for_level_multiplier_additional def __set__(self, value): self.opts.max_bytes_for_level_multiplier_additional = value property use_fsync: def __get__(self): return self.opts.use_fsync def __set__(self, value): self.opts.use_fsync = value property db_log_dir: def __get__(self): return string_to_path(self.opts.db_log_dir) def __set__(self, value): self.opts.db_log_dir = path_to_string(value) property wal_dir: def __get__(self): return string_to_path(self.opts.wal_dir) def __set__(self, value): self.opts.wal_dir = path_to_string(value) property delete_obsolete_files_period_micros: def __get__(self): return self.opts.delete_obsolete_files_period_micros def __set__(self, value): self.opts.delete_obsolete_files_period_micros = value property max_background_compactions: def __get__(self): return self.opts.max_background_compactions def __set__(self, value): self.opts.max_background_compactions = value property max_background_flushes: def __get__(self): return self.opts.max_background_flushes def __set__(self, value): self.opts.max_background_flushes = value property max_log_file_size: def __get__(self): return self.opts.max_log_file_size def __set__(self, value): self.opts.max_log_file_size = value property log_file_time_to_roll: def __get__(self): return self.opts.log_file_time_to_roll def __set__(self, value): self.opts.log_file_time_to_roll = value property keep_log_file_num: def __get__(self): return self.opts.keep_log_file_num def __set__(self, value): self.opts.keep_log_file_num = value property soft_rate_limit: def __get__(self): return self.opts.soft_rate_limit def __set__(self, value): self.opts.soft_rate_limit = value property hard_rate_limit: def __get__(self): return self.opts.hard_rate_limit def __set__(self, value): self.opts.hard_rate_limit = value property rate_limit_delay_max_milliseconds: def __get__(self): return self.opts.rate_limit_delay_max_milliseconds def __set__(self, value): self.opts.rate_limit_delay_max_milliseconds = value property max_manifest_file_size: def __get__(self): return self.opts.max_manifest_file_size def __set__(self, value): self.opts.max_manifest_file_size = value property table_cache_numshardbits: def __get__(self): return self.opts.table_cache_numshardbits def __set__(self, value): self.opts.table_cache_numshardbits = value property arena_block_size: def __get__(self): return self.opts.arena_block_size def __set__(self, value): self.opts.arena_block_size = value property disable_auto_compactions: def __get__(self): return self.opts.disable_auto_compactions def __set__(self, value): self.opts.disable_auto_compactions = value property wal_ttl_seconds: def __get__(self): return self.opts.WAL_ttl_seconds def __set__(self, value): self.opts.WAL_ttl_seconds = value property wal_size_limit_mb: def __get__(self): return self.opts.WAL_size_limit_MB def __set__(self, value): self.opts.WAL_size_limit_MB = value property manifest_preallocation_size: def __get__(self): return self.opts.manifest_preallocation_size def __set__(self, value): self.opts.manifest_preallocation_size = value property purge_redundant_kvs_while_flush: def __get__(self): return self.opts.purge_redundant_kvs_while_flush def __set__(self, value): self.opts.purge_redundant_kvs_while_flush = value # FIXME: remove to util/options_helper.h # property allow_os_buffer: # def __get__(self): # return self.opts.allow_os_buffer # def __set__(self, value): # self.opts.allow_os_buffer = value property enable_write_thread_adaptive_yield: def __get__(self): return self.opts.enable_write_thread_adaptive_yield def __set__(self, value): self.opts.enable_write_thread_adaptive_yield = value property allow_concurrent_memtable_write: def __get__(self): return self.opts.allow_concurrent_memtable_write def __set__(self, value): self.opts.allow_concurrent_memtable_write = value property allow_mmap_reads: def __get__(self): return self.opts.allow_mmap_reads def __set__(self, value): self.opts.allow_mmap_reads = value property allow_mmap_writes: def __get__(self): return self.opts.allow_mmap_writes def __set__(self, value): self.opts.allow_mmap_writes = value property is_fd_close_on_exec: def __get__(self): return self.opts.is_fd_close_on_exec def __set__(self, value): self.opts.is_fd_close_on_exec = value property skip_log_error_on_recovery: def __get__(self): return self.opts.skip_log_error_on_recovery def __set__(self, value): self.opts.skip_log_error_on_recovery = value property stats_dump_period_sec: def __get__(self): return self.opts.stats_dump_period_sec def __set__(self, value): self.opts.stats_dump_period_sec = value property advise_random_on_open: def __get__(self): return self.opts.advise_random_on_open def __set__(self, value): self.opts.advise_random_on_open = value property use_adaptive_mutex: def __get__(self): return self.opts.use_adaptive_mutex def __set__(self, value): self.opts.use_adaptive_mutex = value property bytes_per_sync: def __get__(self): return self.opts.bytes_per_sync def __set__(self, value): self.opts.bytes_per_sync = value property compaction_style: def __get__(self): if self.opts.compaction_style == kCompactionStyleLevel: return 'level' if self.opts.compaction_style == kCompactionStyleUniversal: return 'universal' if self.opts.compaction_style == kCompactionStyleFIFO: return 'fifo' if self.opts.compaction_style == kCompactionStyleNone: return 'none' raise Exception("Unknown compaction_style") def __set__(self, str value): if value == 'level': self.opts.compaction_style = kCompactionStyleLevel elif value == 'universal': self.opts.compaction_style = kCompactionStyleUniversal elif value == 'fifo': self.opts.compaction_style = kCompactionStyleFIFO elif value == 'none': self.opts.compaction_style = kCompactionStyleNone else: raise Exception("Unknown compaction style") property compaction_options_universal: def __get__(self): cdef universal_compaction.CompactionOptionsUniversal uopts cdef dict ret_ob = {} uopts = self.opts.compaction_options_universal ret_ob['size_ratio'] = uopts.size_ratio ret_ob['min_merge_width'] = uopts.min_merge_width ret_ob['max_merge_width'] = uopts.max_merge_width ret_ob['max_size_amplification_percent'] = uopts.max_size_amplification_percent ret_ob['compression_size_percent'] = uopts.compression_size_percent if uopts.stop_style == kCompactionStopStyleSimilarSize: ret_ob['stop_style'] = 'similar_size' elif uopts.stop_style == kCompactionStopStyleTotalSize: ret_ob['stop_style'] = 'total_size' else: raise Exception("Unknown compaction style") return ret_ob def __set__(self, dict value): cdef universal_compaction.CompactionOptionsUniversal* uopts uopts = cython.address(self.opts.compaction_options_universal) if 'size_ratio' in value: uopts.size_ratio = value['size_ratio'] if 'min_merge_width' in value: uopts.min_merge_width = value['min_merge_width'] if 'max_merge_width' in value: uopts.max_merge_width = value['max_merge_width'] if 'max_size_amplification_percent' in value: uopts.max_size_amplification_percent = value['max_size_amplification_percent'] if 'compression_size_percent' in value: uopts.compression_size_percent = value['compression_size_percent'] if 'stop_style' in value: if value['stop_style'] == 'similar_size': uopts.stop_style = kCompactionStopStyleSimilarSize elif value['stop_style'] == 'total_size': uopts.stop_style = kCompactionStopStyleTotalSize else: raise Exception("Unknown compaction style") # Deprecate # property filter_deletes: # def __get__(self): # return self.opts.filter_deletes # def __set__(self, value): # self.opts.filter_deletes = value property max_sequential_skip_in_iterations: def __get__(self): return self.opts.max_sequential_skip_in_iterations def __set__(self, value): self.opts.max_sequential_skip_in_iterations = value property inplace_update_support: def __get__(self): return self.opts.inplace_update_support def __set__(self, value): self.opts.inplace_update_support = value property table_factory: def __get__(self): return self.py_table_factory def __set__(self, PyTableFactory value): self.py_table_factory = value self.opts.table_factory = value.get_table_factory() property memtable_factory: def __get__(self): return self.py_memtable_factory def __set__(self, PyMemtableFactory value): self.py_memtable_factory = value self.opts.memtable_factory = value.get_memtable_factory() property inplace_update_num_locks: def __get__(self): return self.opts.inplace_update_num_locks def __set__(self, value): self.opts.inplace_update_num_locks = value property comparator: def __get__(self): return self.py_comparator.get_ob() def __set__(self, value): if isinstance(value, PyComparator): if (value).get_comparator() == NULL: raise Exception("Cannot set %s as comparator" % value) else: self.py_comparator = value else: self.py_comparator = PyGenericComparator(value) self.opts.comparator = self.py_comparator.get_comparator() property merge_operator: def __get__(self): if self.py_merge_operator is None: return None return self.py_merge_operator.get_ob() def __set__(self, value): self.py_merge_operator = PyMergeOperator(value) self.opts.merge_operator = self.py_merge_operator.get_operator() property prefix_extractor: def __get__(self): if self.py_prefix_extractor is None: return None return self.py_prefix_extractor.get_ob() def __set__(self, value): self.py_prefix_extractor = PySliceTransform(value) self.opts.prefix_extractor = self.py_prefix_extractor.get_transformer() property row_cache: def __get__(self): return self.py_row_cache def __set__(self, value): if value is None: self.py_row_cache = None self.opts.row_cache.reset() elif not isinstance(value, PyCache): raise Exception("row_cache must be a Cache object") else: self.py_row_cache = value self.opts.row_cache = self.py_row_cache.get_cache() # Forward declaration cdef class Snapshot cdef class KeysIterator cdef class ValuesIterator cdef class ItemsIterator cdef class ReversedIterator # Forward declaration cdef class WriteBatchIterator cdef class WriteBatch(object): cdef db.WriteBatch* batch def __cinit__(self, data=None): self.batch = NULL if data is not None: self.batch = new db.WriteBatch(bytes_to_string(data)) else: self.batch = new db.WriteBatch() def __dealloc__(self): if not self.batch == NULL: del self.batch def put(self, key, value): self.batch.Put(bytes_to_slice(key), bytes_to_slice(value)) def merge(self, key, value): self.batch.Merge(bytes_to_slice(key), bytes_to_slice(value)) def delete(self, key): self.batch.Delete(bytes_to_slice(key)) def clear(self): self.batch.Clear() def data(self): return string_to_bytes(self.batch.Data()) def count(self): return self.batch.Count() def __iter__(self): return WriteBatchIterator(self) @cython.internal cdef class WriteBatchIterator(object): # Need a reference to the WriteBatch. # The BatchItems are only pointers to the memory in WriteBatch. cdef WriteBatch batch cdef vector[db.BatchItem] items cdef size_t pos def __init__(self, WriteBatch batch): cdef Status st self.batch = batch self.pos = 0 st = db.get_batch_items(batch.batch, cython.address(self.items)) check_status(st) def __iter__(self): return self def __next__(self): if self.pos == self.items.size(): raise StopIteration() cdef str op if self.items[self.pos].op == db.BatchItemOpPut: op = "Put" elif self.items[self.pos].op == db.BatchItemOpMerge: op = "Merge" elif self.items[self.pos].op == db.BatchItemOpDelte: op = "Delete" ret = ( op, slice_to_bytes(self.items[self.pos].key), slice_to_bytes(self.items[self.pos].value)) self.pos += 1 return ret @cython.no_gc_clear cdef class DB(object): cdef Options opts cdef db.DB* db def __cinit__(self, db_name, Options opts, read_only=False): cdef Status st cdef string db_path self.db = NULL self.opts = None if opts.in_use: raise Exception("Options object is already used by another DB") db_path = path_to_string(db_name) if read_only: with nogil: st = db.DB_OpenForReadOnly( deref(opts.opts), db_path, cython.address(self.db), False) else: with nogil: st = db.DB_Open( deref(opts.opts), db_path, cython.address(self.db)) check_status(st) # Inject the loggers into the python callbacks cdef shared_ptr[logger.Logger] info_log = self.db.GetOptions().info_log if opts.py_comparator is not None: opts.py_comparator.set_info_log(info_log) if opts.py_table_factory is not None: opts.py_table_factory.set_info_log(info_log) if opts.prefix_extractor is not None: opts.py_prefix_extractor.set_info_log(info_log) self.opts = opts self.opts.in_use = True def __dealloc__(self): if not self.db == NULL: with nogil: del self.db if self.opts is not None: self.opts.in_use = False def put(self, key, value, sync=False, disable_wal=False): cdef Status st cdef options.WriteOptions opts opts.sync = sync opts.disableWAL = disable_wal cdef Slice c_key = bytes_to_slice(key) cdef Slice c_value = bytes_to_slice(value) with nogil: st = self.db.Put(opts, c_key, c_value) check_status(st) def delete(self, key, sync=False, disable_wal=False): cdef Status st cdef options.WriteOptions opts opts.sync = sync opts.disableWAL = disable_wal cdef Slice c_key = bytes_to_slice(key) with nogil: st = self.db.Delete(opts, c_key) check_status(st) def merge(self, key, value, sync=False, disable_wal=False): cdef Status st cdef options.WriteOptions opts opts.sync = sync opts.disableWAL = disable_wal cdef Slice c_key = bytes_to_slice(key) cdef Slice c_value = bytes_to_slice(value) with nogil: st = self.db.Merge(opts, c_key, c_value) check_status(st) def write(self, WriteBatch batch, sync=False, disable_wal=False): cdef Status st cdef options.WriteOptions opts opts.sync = sync opts.disableWAL = disable_wal with nogil: st = self.db.Write(opts, batch.batch) check_status(st) def get(self, key, *args, **kwargs): cdef string res cdef Status st cdef options.ReadOptions opts opts = self.build_read_opts(self.__parse_read_opts(*args, **kwargs)) cdef Slice c_key = bytes_to_slice(key) with nogil: st = self.db.Get(opts, c_key, cython.address(res)) if st.ok(): return string_to_bytes(res) elif st.IsNotFound(): return None else: check_status(st) def multi_get(self, keys, *args, **kwargs): cdef vector[string] values values.resize(len(keys)) cdef vector[Slice] c_keys for key in keys: c_keys.push_back(bytes_to_slice(key)) cdef options.ReadOptions opts opts = self.build_read_opts(self.__parse_read_opts(*args, **kwargs)) cdef vector[Status] res with nogil: res = self.db.MultiGet( opts, c_keys, cython.address(values)) cdef dict ret_dict = {} for index in range(len(keys)): if res[index].ok(): ret_dict[keys[index]] = string_to_bytes(values[index]) elif res[index].IsNotFound(): ret_dict[keys[index]] = None else: check_status(res[index]) return ret_dict def key_may_exist(self, key, fetch=False, *args, **kwargs): cdef string value cdef cpp_bool value_found cdef cpp_bool exists cdef options.ReadOptions opts cdef Slice c_key opts = self.build_read_opts(self.__parse_read_opts(*args, **kwargs)) c_key = bytes_to_slice(key) exists = False if fetch: value_found = False with nogil: exists = self.db.KeyMayExist( opts, c_key, cython.address(value), cython.address(value_found)) if exists: if value_found: return (True, string_to_bytes(value)) else: return (True, None) else: return (False, None) else: with nogil: exists = self.db.KeyMayExist( opts, c_key, cython.address(value)) return (exists, None) def iterkeys(self, *args, **kwargs): cdef options.ReadOptions opts cdef KeysIterator it opts = self.build_read_opts(self.__parse_read_opts(*args, **kwargs)) it = KeysIterator(self) with nogil: it.ptr = self.db.NewIterator(opts) return it def itervalues(self, *args, **kwargs): cdef options.ReadOptions opts cdef ValuesIterator it opts = self.build_read_opts(self.__parse_read_opts(*args, **kwargs)) it = ValuesIterator(self) with nogil: it.ptr = self.db.NewIterator(opts) return it def iteritems(self, *args, **kwargs): cdef options.ReadOptions opts cdef ItemsIterator it opts = self.build_read_opts(self.__parse_read_opts(*args, **kwargs)) it = ItemsIterator(self) with nogil: it.ptr = self.db.NewIterator(opts) return it def snapshot(self): return Snapshot(self) def get_property(self, prop): cdef string value cdef Slice c_prop = bytes_to_slice(prop) cdef cpp_bool ret = False with nogil: ret = self.db.GetProperty(c_prop, cython.address(value)) if ret: return string_to_bytes(value) else: return None def get_live_files_metadata(self): cdef vector[db.LiveFileMetaData] metadata with nogil: self.db.GetLiveFilesMetaData(cython.address(metadata)) ret = [] for ob in metadata: t = {} t['name'] = string_to_path(ob.name) t['level'] = ob.level t['size'] = ob.size t['smallestkey'] = string_to_bytes(ob.smallestkey) t['largestkey'] = string_to_bytes(ob.largestkey) t['smallest_seqno'] = ob.smallest_seqno t['largest_seqno'] = ob.largest_seqno ret.append(t) return ret def compact_range(self, begin=None, end=None, **py_options): cdef options.CompactRangeOptions c_options c_options.change_level = py_options.get('change_level', False) c_options.target_level = py_options.get('target_level', -1) blc = py_options.get('bottommost_level_compaction', 'if_compaction_filter') if blc == 'skip': c_options.bottommost_level_compaction = options.blc_skip elif blc == 'if_compaction_filter': c_options.bottommost_level_compaction = options.blc_is_filter elif blc == 'force': c_options.bottommost_level_compaction = options.blc_force else: raise ValueError("bottommost_level_compaction is not valid") cdef Status st cdef Slice begin_val cdef Slice end_val cdef Slice* begin_ptr cdef Slice* end_ptr begin_ptr = NULL end_ptr = NULL if begin is not None: begin_val = bytes_to_slice(begin) begin_ptr = cython.address(begin_val) if end is not None: end_val = bytes_to_slice(end) end_ptr = cython.address(end_val) st = self.db.CompactRange(c_options, begin_ptr, end_ptr) check_status(st) @staticmethod def __parse_read_opts( verify_checksums=False, fill_cache=True, snapshot=None, read_tier="all"): # TODO: Is this really effiencet ? return locals() cdef options.ReadOptions build_read_opts(self, dict py_opts): cdef options.ReadOptions opts opts.verify_checksums = py_opts['verify_checksums'] opts.fill_cache = py_opts['fill_cache'] if py_opts['snapshot'] is not None: opts.snapshot = ((py_opts['snapshot'])).ptr if py_opts['read_tier'] == "all": opts.read_tier = options.kReadAllTier elif py_opts['read_tier'] == 'cache': opts.read_tier = options.kBlockCacheTier else: raise ValueError("Invalid read_tier") return opts property options: def __get__(self): return self.opts def repair_db(db_name, Options opts): cdef Status st cdef string db_path db_path = path_to_string(db_name) st = db.RepairDB(db_path, deref(opts.opts)) check_status(st) @cython.no_gc_clear @cython.internal cdef class Snapshot(object): cdef const snapshot.Snapshot* ptr cdef DB db def __cinit__(self, DB db): self.db = db self.ptr = NULL with nogil: self.ptr = db.db.GetSnapshot() def __dealloc__(self): if not self.ptr == NULL: with nogil: self.db.db.ReleaseSnapshot(self.ptr) @cython.internal cdef class BaseIterator(object): cdef iterator.Iterator* ptr cdef DB db def __cinit__(self, DB db): self.db = db self.ptr = NULL def __dealloc__(self): if not self.ptr == NULL: del self.ptr def __iter__(self): return self def __next__(self): if not self.ptr.Valid(): raise StopIteration() cdef object ret = self.get_ob() with nogil: self.ptr.Next() check_status(self.ptr.status()) return ret def get(self): cdef object ret = self.get_ob() return ret def __reversed__(self): return ReversedIterator(self) cpdef seek_to_first(self): with nogil: self.ptr.SeekToFirst() check_status(self.ptr.status()) cpdef seek_to_last(self): with nogil: self.ptr.SeekToLast() check_status(self.ptr.status()) cpdef seek(self, key): cdef Slice c_key = bytes_to_slice(key) with nogil: self.ptr.Seek(c_key) check_status(self.ptr.status()) cpdef seek_for_prev(self, key): cdef Slice c_key = bytes_to_slice(key) with nogil: self.ptr.SeekForPrev(c_key) check_status(self.ptr.status()) cdef object get_ob(self): return None @cython.internal cdef class KeysIterator(BaseIterator): cdef object get_ob(self): cdef Slice c_key with nogil: c_key = self.ptr.key() check_status(self.ptr.status()) return slice_to_bytes(c_key) @cython.internal cdef class ValuesIterator(BaseIterator): cdef object get_ob(self): cdef Slice c_value with nogil: c_value = self.ptr.value() check_status(self.ptr.status()) return slice_to_bytes(c_value) @cython.internal cdef class ItemsIterator(BaseIterator): cdef object get_ob(self): cdef Slice c_key cdef Slice c_value with nogil: c_key = self.ptr.key() c_value = self.ptr.value() check_status(self.ptr.status()) return (slice_to_bytes(c_key), slice_to_bytes(c_value)) @cython.internal cdef class ReversedIterator(object): cdef BaseIterator it def __cinit__(self, BaseIterator it): self.it = it def seek_to_first(self): self.it.seek_to_first() def seek_to_last(self): self.it.seek_to_last() def seek(self, key): self.it.seek(key) def seek_for_prev(self, key): self.it.seek_for_prev(key) def get(self): return self.it.get() def __iter__(self): return self def __reversed__(self): return self.it def __next__(self): if not self.it.ptr.Valid(): raise StopIteration() cdef object ret = self.it.get_ob() with nogil: self.it.ptr.Prev() check_status(self.it.ptr.status()) return ret cdef class BackupEngine(object): cdef backup.BackupEngine* engine def __cinit__(self, backup_dir): cdef Status st cdef string c_backup_dir self.engine = NULL c_backup_dir = path_to_string(backup_dir) st = backup.BackupEngine_Open( env.Env_Default(), backup.BackupableDBOptions(c_backup_dir), cython.address(self.engine)) check_status(st) def __dealloc__(self): if not self.engine == NULL: with nogil: del self.engine def create_backup(self, DB db, flush_before_backup=False): cdef Status st cdef cpp_bool c_flush_before_backup c_flush_before_backup = flush_before_backup with nogil: st = self.engine.CreateNewBackup(db.db, c_flush_before_backup) check_status(st) def restore_backup(self, backup_id, db_dir, wal_dir): cdef Status st cdef backup.BackupID c_backup_id cdef string c_db_dir cdef string c_wal_dir c_backup_id = backup_id c_db_dir = path_to_string(db_dir) c_wal_dir = path_to_string(wal_dir) with nogil: st = self.engine.RestoreDBFromBackup( c_backup_id, c_db_dir, c_wal_dir) check_status(st) def restore_latest_backup(self, db_dir, wal_dir): cdef Status st cdef string c_db_dir cdef string c_wal_dir c_db_dir = path_to_string(db_dir) c_wal_dir = path_to_string(wal_dir) with nogil: st = self.engine.RestoreDBFromLatestBackup(c_db_dir, c_wal_dir) check_status(st) def stop_backup(self): with nogil: self.engine.StopBackup() def purge_old_backups(self, num_backups_to_keep): cdef Status st cdef uint32_t c_num_backups_to_keep c_num_backups_to_keep = num_backups_to_keep with nogil: st = self.engine.PurgeOldBackups(c_num_backups_to_keep) check_status(st) def delete_backup(self, backup_id): cdef Status st cdef backup.BackupID c_backup_id c_backup_id = backup_id with nogil: st = self.engine.DeleteBackup(c_backup_id) check_status(st) def get_backup_info(self): cdef vector[backup.BackupInfo] backup_info with nogil: self.engine.GetBackupInfo(cython.address(backup_info)) ret = [] for ob in backup_info: t = {} t['backup_id'] = ob.backup_id t['timestamp'] = ob.timestamp t['size'] = ob.size ret.append(t) return ret