TidesDB C API Reference
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Overview
TidesDB is designed to provide a simple and intuitive C API for all your embedded storage needs. This document is complete reference for the C API covering database operations, transactions, column families, iterators and more.
Include
Choosing Between tidesdb.h and db.h
TidesDB provides two header files with different purposes:
tidesdb.h
Full C implementation header. Mainly use this for native C/C++ applications.
#include <tidesdb/tidesdb.h>db.h
db.h is mainly an FFI/Language binding interface with minimal dependencies and simpler ABI.
#include <tidesdb/db.h>Error Codes
TidesDB provides detailed error codes for production use.
| Code | Value | Description |
|---|---|---|
TDB_SUCCESS | 0 | Operation completed successfully |
TDB_ERR_MEMORY | -1 | Memory allocation failed |
TDB_ERR_INVALID_ARGS | -2 | Invalid arguments passed to function (NULL pointers, invalid sizes, etc.) |
TDB_ERR_NOT_FOUND | -3 | Key not found in column family |
TDB_ERR_IO | -4 | I/O operation failed (file read/write error) |
TDB_ERR_CORRUPTION | -5 | Data corruption detected (checksum failure, invalid format version, truncated data) |
TDB_ERR_EXISTS | -6 | Resource already exists (e.g., column family name collision) |
TDB_ERR_CONFLICT | -7 | Transaction conflict detected (write-write or read-write conflict in SERIALIZABLE/SNAPSHOT isolation) |
TDB_ERR_TOO_LARGE | -8 | Key or value size exceeds maximum allowed size |
TDB_ERR_MEMORY_LIMIT | -9 | Operation would exceed memory limits (safety check to prevent OOM) |
TDB_ERR_INVALID_DB | -10 | Database handle is invalid (e.g., after close) |
TDB_ERR_UNKNOWN | -11 | Unknown or unspecified error |
TDB_ERR_LOCKED | -12 | Database is locked by another process |
Error categories
TDB_ERR_CORRUPTIONindicates data integrity issues requiring immediate attentionTDB_ERR_CONFLICTindicates transaction conflicts (retry may succeed)TDB_ERR_MEMORY,TDB_ERR_MEMORY_LIMIT,TDB_ERR_TOO_LARGEindicate resource constraintsTDB_ERR_NOT_FOUND,TDB_ERR_EXISTSare normal operational conditions, not failures
Example Error Handling
int result = tidesdb_txn_put(txn, cf, key, key_size, value, value_size, -1);if (result != TDB_SUCCESS){ switch (result) { case TDB_ERR_MEMORY: fprintf(stderr, "out of memory\n"); break; case TDB_ERR_INVALID_ARGS: fprintf(stderr, "invalid arguments\n"); break; case TDB_ERR_CONFLICT: fprintf(stderr, "transaction conflict detected\n"); break; default: fprintf(stderr, "operation failed with error code: %d\n", result); break; } return -1;}Storage Engine Operations
Opening TidesDB
tidesdb_config_t config = { .db_path = "./mydb", .num_flush_threads = 2, /* Flush thread pool size (default: 2) */ .num_compaction_threads = 2, /* Compaction thread pool size (default: 2) */ .log_level = TDB_LOG_INFO, /* Log level: TDB_LOG_DEBUG, TDB_LOG_INFO, TDB_LOG_WARN, TDB_LOG_ERROR, TDB_LOG_FATAL, TDB_LOG_NONE */ .block_cache_size = 64 * 1024 * 1024, /* 64MB global block cache (default: 64MB) */ .max_open_sstables = 256, /* Max cached SSTable structures (default: 256) */ .log_to_file = 0, /* Write logs to file instead of stderr (default: 0) */ .log_truncation_at = 24 * (1024*1024), /* Log file truncation size (default: 24MB), 0 = no truncation */};
tidesdb_t *db = NULL;if (tidesdb_open(&config, &db) != 0){ return -1;}
if (tidesdb_close(db) != 0){ return -1;}Logging
TidesDB provides structured logging with multiple severity levels.
Log Levels
TDB_LOG_DEBUG· Detailed diagnostic informationTDB_LOG_INFO· General informational messages (default)TDB_LOG_WARN· Warning messages for potential issuesTDB_LOG_ERROR· Error messages for failuresTDB_LOG_FATAL· Critical errors that may cause shutdownTDB_LOG_NONE· Disable all logging
Configure at startup
tidesdb_config_t config = { .db_path = "./mydb", .log_level = TDB_LOG_DEBUG /* Enable debug logging */};
tidesdb_t *db = NULL;tidesdb_open(&config, &db);Production configuration
tidesdb_config_t config = { .db_path = "./mydb", .log_level = TDB_LOG_WARN /* Only warnings and errors */};Output format Logs are written to stderr by default with timestamps:
[HH:MM:SS.mmm] [LEVEL] filename:line: messageExample output
[22:58:00.454] [INFO] tidesdb.c:9322: Opening TidesDB with path=./mydb[22:58:00.456] [INFO] tidesdb.c:9478: Block clock cache created with max_bytes=64.00 MBLog to file
Enable log_to_file to write logs to a LOG file in the database directory instead of stderr:
tidesdb_config_t config = { .db_path = "./mydb", .log_level = TDB_LOG_DEBUG, .log_to_file = 1 /* Write to ./mydb/LOG instead of stderr */};
tidesdb_t *db = NULL;tidesdb_open(&config, &db);/* Logs are now written to ./mydb/LOG */The log file is opened in append mode and uses line buffering for real-time logging. If the log file cannot be opened, logging falls back to default.
Redirect stderr to file (alternative)
./your_program 2> tidesdb.log # Redirect std output to fileBackup
tidesdb_backup creates an on-disk snapshot of an open database without blocking normal reads/writes.
int tidesdb_backup(tidesdb_t *db, char *dir);Usage
tidesdb_t *db = NULL;tidesdb_open(&config, &db);
if (tidesdb_backup(db, "./mydb_backup") != 0){ fprintf(stderr, "Backup failed\n");}Behavior
- Requires
dirto be a non-existent directory or an empty directory; returnsTDB_ERR_EXISTSif not empty. - Does not copy the
LOCKfile, so the backup can be opened normally. - Two-phase copy approach:
- Copies immutable files first (SSTables listed in the manifest plus metadata/config files) and skips WALs.
- Forces memtable flushes, waits for flush/compaction queues to drain, then copies any remaining files (including WALs and updated manifests). Existing SSTables already copied are not recopied.
- Database stays open and usable during backup; no exclusive lock is taken on the source directory.
Notes
- The backup represents the database state after the final flush/compaction drain.
- If you need a quiesced backup window, you can pause writes at the application level before calling this API.
Column Family Operations
Creating a Column Family
Column families are isolated key-value stores. Use the config struct for customization or use defaults.
/* Create with default configuration */tidesdb_column_family_config_t cf_config = tidesdb_default_column_family_config();
if (tidesdb_create_column_family(db, "my_cf", &cf_config) != 0){ return -1;}Custom configuration example
tidesdb_column_family_config_t cf_config = { .write_buffer_size = 128 * 1024 * 1024, /* 128MB memtable flush threshold */ .level_size_ratio = 10, /* Level size multiplier (default: 10) */ .min_levels = 5, /* Minimum LSM levels (default: 5) */ .dividing_level_offset = 2, /* Compaction dividing level offset (default: 2) */ .skip_list_max_level = 12, /* Skip list max level */ .skip_list_probability = 0.25f, /* Skip list probability */ .compression_algorithm = TDB_COMPRESS_LZ4, /* TDB_COMPRESS_LZ4, TDB_COMPRESS_LZ4_FAST, TDB_COMPRESS_ZSTD, TDB_COMPRESS_SNAPPY, or TDB_COMPRESS_NONE */ .enable_bloom_filter = 1, /* Enable bloom filters */ .bloom_fpr = 0.01, /* 1% false positive rate */ .enable_block_indexes = 1, /* Enable compact block indexes */ .index_sample_ratio = 1, /* Sample every block for index (default: 1) */ .block_index_prefix_len = 16, /* Block index prefix length (default: 16) */ .sync_mode = TDB_SYNC_FULL, /* TDB_SYNC_NONE, TDB_SYNC_INTERVAL, or TDB_SYNC_FULL */ .sync_interval_us = 1000000, /* Sync interval in microseconds (1 second, only for TDB_SYNC_INTERVAL) */ .comparator_name = {0}, /* Empty = use default "memcmp" */ .klog_value_threshold = 512, /* Values > 512 bytes go to vlog (default: 512) */ .min_disk_space = 100 * 1024 * 1024, /* Minimum disk space required (default: 100MB) */ .default_isolation_level = TDB_ISOLATION_READ_COMMITTED, /* Default transaction isolation */ .l1_file_count_trigger = 4, /* L1 file count trigger for compaction (default: 4) */ .l0_queue_stall_threshold = 20 /* L0 queue stall threshold (default: 20) */};
if (tidesdb_create_column_family(db, "my_cf", &cf_config) != 0){ return -1;}Using custom comparator
/* Register comparator after opening database but before creating CF */tidesdb_register_comparator(db, "reverse", my_reverse_compare, NULL, NULL);
tidesdb_column_family_config_t cf_config = tidesdb_default_column_family_config();strncpy(cf_config.comparator_name, "reverse", TDB_MAX_COMPARATOR_NAME - 1);cf_config.comparator_name[TDB_MAX_COMPARATOR_NAME - 1] = '\0';
if (tidesdb_create_column_family(db, "sorted_cf", &cf_config) != 0){ return -1;}Dropping a Column Family
if (tidesdb_drop_column_family(db, "my_cf") != 0){ return -1;}Renaming a Column Family
Atomically rename a column family and its underlying directory. The operation waits for any in-progress flush or compaction to complete before renaming.
if (tidesdb_rename_column_family(db, "old_name", "new_name") != 0){ return -1;}Behavior
- Waits for any in-progress flush or compaction to complete
- Atomically renames the column family directory on disk
- Updates all internal paths (SSTables, manifest, config)
- Thread-safe with proper locking
Return values
TDB_SUCCESS· Rename completed successfullyTDB_ERR_NOT_FOUND· Column family withold_namedoesn’t existTDB_ERR_EXISTS· Column family withnew_namealready existsTDB_ERR_IO· Failed to rename directory on disk
Getting a Column Family
Retrieve a column family pointer to use in operations.
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (cf == NULL){ /* Column family not found */ return -1;}Listing Column Families
Get all column family names on the TidesDB instance.
char **names = NULL;int count = 0;
if (tidesdb_list_column_families(db, &names, &count) == 0){ printf("Found %d column families:\n", count); for (int i = 0; i < count; i++) { printf(" - %s\n", names[i]); free(names[i]); } free(names);}Column Family Statistics
Get detailed statistics about a column family.
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_stats_t *stats = NULL;if (tidesdb_get_stats(cf, &stats) == 0){ printf("Memtable Size: %zu bytes\n", stats->memtable_size); printf("Number of Levels: %d\n", stats->num_levels);
for (int i = 0; i < stats->num_levels; i++) { printf("Level %d: %d SSTables, %zu bytes\n", i + 1, stats->level_num_sstables[i], stats->level_sizes[i]); }
/* Access configuration */ printf("Write Buffer Size: %zu\n", stats->config->write_buffer_size); printf("Compression: %d\n", stats->config->compression_algorithm); printf("Bloom Filter: %s\n", stats->config->enable_bloom_filter ? "enabled" : "disabled");
tidesdb_free_stats(stats);}Statistics include
- Memtable size in bytes
- Number of LSM levels
- Per-level SSTable count and total size
- Full column family configuration (via
stats->config)
Block Cache Statistics
Get statistics for the global block cache (shared across all column families).
tidesdb_cache_stats_t cache_stats;if (tidesdb_get_cache_stats(db, &cache_stats) == 0){ if (cache_stats.enabled) { printf("Cache enabled: yes\n"); printf("Total entries: %zu\n", cache_stats.total_entries); printf("Total bytes: %.2f MB\n", cache_stats.total_bytes / (1024.0 * 1024.0)); printf("Hits: %lu\n", cache_stats.hits); printf("Misses: %lu\n", cache_stats.misses); printf("Hit rate: %.1f%%\n", cache_stats.hit_rate * 100.0); printf("Partitions: %zu\n", cache_stats.num_partitions); } else { printf("Cache enabled: no (block_cache_size = 0)\n"); }}Cache statistics include
enabled· Whether block cache is active (0 ifblock_cache_sizewas set to 0)total_entries· Number of cached blockstotal_bytes· Total memory used by cached blockshits· Number of cache hits (blocks served from memory)misses· Number of cache misses (blocks read from disk)hit_rate· Hit rate as a decimal (0.0 to 1.0)num_partitions· Number of cache partitions (scales with CPU cores)
Compression Algorithms
TidesDB supports multiple compression algorithms to reduce storage footprint and I/O bandwidth. Compression is applied to both klog (key-log) and vlog (value-log) blocks before writing to disk.
Available Algorithms
-
TDB_COMPRESS_NONE· No compression (value: 0)- Raw data written directly to disk
- Use case · Pre-compressed data, maximum write throughput, CPU-constrained environments
-
TDB_COMPRESS_LZ4· LZ4 standard compression (value: 2, default)- Fast compression and decompression with good compression ratios
- Use case · General purpose, balanced performance and compression
- Performance · ~500 MB/s compression, ~2000 MB/s decompression (typical)
-
TDB_COMPRESS_LZ4_FAST· LZ4 fast mode (value: 4)- Faster compression than standard LZ4 with slightly lower compression ratio
- Uses acceleration factor of 2
- Use case · Write-heavy workloads prioritizing speed over compression ratio
- Performance · Higher compression throughput than standard LZ4
-
TDB_COMPRESS_ZSTD· Zstandard compression (value: 3)- Best compression ratio with moderate speed (compression level 1)
- Use case · Storage-constrained environments, archival data, read-heavy workloads
- Performance · ~400 MB/s compression, ~1000 MB/s decompression (typical)
-
TDB_COMPRESS_SNAPPY· Snappy compression (value: 1)- Fast compression with moderate compression ratios
- Availability · Not available on SunOS/Illumos/OmniOS platforms
- Use case · Legacy compatibility, platforms where Snappy is preferred
Configuration Example
tidesdb_column_family_config_t cf_config = tidesdb_default_column_family_config();
/* Use LZ4 compression (default) */cf_config.compression_algorithm = TDB_COMPRESS_LZ4;
/* Use Zstandard for better compression ratio */cf_config.compression_algorithm = TDB_COMPRESS_ZSTD;
/* Use LZ4 fast mode for maximum write throughput */cf_config.compression_algorithm = TDB_COMPRESS_LZ4_FAST;
/* Disable compression */cf_config.compression_algorithm = TDB_COMPRESS_NONE;
tidesdb_create_column_family(db, "my_cf", &cf_config);Important Notes
- Compression algorithm cannot be changed after column family creation without corrupting existing SSTables
- Compression is applied at the block level (both klog and vlog blocks)
- Decompression happens automatically during reads
- Block cache stores decompressed blocks to avoid repeated decompression overhead
- Different column families can use different compression algorithms
Choosing a Compression Algorithm
| Workload | Recommended Algorithm | Rationale |
|---|---|---|
| General purpose | TDB_COMPRESS_LZ4 | Best balance of speed and compression |
| Write-heavy | TDB_COMPRESS_LZ4_FAST | Minimize CPU overhead on writes |
| Storage-constrained | TDB_COMPRESS_ZSTD | Maximum compression ratio |
| Read-heavy | TDB_COMPRESS_ZSTD | Reduce I/O bandwidth, decompression is fast |
| Pre-compressed data | TDB_COMPRESS_NONE | Avoid double compression overhead |
| CPU-constrained | TDB_COMPRESS_NONE or TDB_COMPRESS_LZ4_FAST | Minimize CPU usage |
Updating Column Family Configuration
Update runtime-safe configuration settings. Configuration changes are applied to new operations only.
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_column_family_config_t new_config = tidesdb_default_column_family_config();new_config.write_buffer_size = 256 * 1024 * 1024; /* 256MB */new_config.skip_list_max_level = 16;new_config.skip_list_probability = 0.25f;new_config.bloom_fpr = 0.001; /* 0.1% false positive rate */new_config.index_sample_ratio = 8; /* sample 1 in 8 keys */
int persist_to_disk = 1; /* save to config.ini */if (tidesdb_cf_update_runtime_config(cf, &new_config, persist_to_disk) == 0){ printf("Configuration updated successfully\n");}Updatable settings (safe to change at runtime):
write_buffer_size· Memtable flush thresholdskip_list_max_level· Skip list level for new memtablesskip_list_probability· Skip list probability for new memtablesbloom_fpr· False positive rate for new SSTablesindex_sample_ratio· Index sampling ratio for new SSTablessync_mode· Durability mode (TDB_SYNC_NONE, TDB_SYNC_INTERVAL, or TDB_SYNC_FULL)sync_interval_us· Sync interval in microseconds (only used when sync_mode is TDB_SYNC_INTERVAL)
Non-updatable settings (would corrupt existing data):
compression_algorithm· Cannot change on existing SSTablesenable_block_indexes· Cannot change index structureenable_bloom_filter· Cannot change bloom filter presencecomparator_name· Cannot change sort orderlevel_size_ratio· Cannot change LSM level sizingklog_value_threshold· Cannot change klog/vlog separationmin_levels· Cannot change minimum LSM levelsdividing_level_offset· Cannot change compaction strategyblock_index_prefix_len· Cannot change block index structurel1_file_count_trigger· Cannot change compaction triggerl0_queue_stall_threshold· Cannot change backpressure threshold
Configuration persistence
If persist_to_disk = 1, changes are saved to config.ini in the column family directory. On restart, the configuration is loaded from this file.
/* Save configuration to custom INI file */tidesdb_cf_config_save_to_ini("custom_config.ini", "my_cf", &new_config);Transactions
All operations in TidesDB are done through transactions for ACID guarantees per column family.
Basic Transaction
/* Get column family pointer first */tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;if (tidesdb_txn_begin(db, &txn) != 0){ return -1;}
const uint8_t *key = (uint8_t *)"mykey";const uint8_t *value = (uint8_t *)"myvalue";
if (tidesdb_txn_put(txn, cf, key, 5, value, 7, -1) != 0){ tidesdb_txn_free(txn); return -1;}
if (tidesdb_txn_commit(txn) != 0){ tidesdb_txn_free(txn); return -1;}
tidesdb_txn_free(txn);With TTL (Time-to-Live)
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
const uint8_t *key = (uint8_t *)"temp_key";const uint8_t *value = (uint8_t *)"temp_value";
/* TTL is Unix timestamp (seconds since epoch) -- absolute expiration time */time_t ttl = time(NULL) + 60; /* Expires 60 seconds from now */
/* Use -1 for no expiration */tidesdb_txn_put(txn, cf, key, 8, value, 10, ttl);tidesdb_txn_commit(txn);tidesdb_txn_free(txn);Getting a Key-Value Pair
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
const uint8_t *key = (uint8_t *)"mykey";uint8_t *value = NULL;size_t value_size = 0;
if (tidesdb_txn_get(txn, cf, key, 5, &value, &value_size) == 0){ /* Use value */ printf("Value: %.*s\n", (int)value_size, value); free(value);}
tidesdb_txn_free(txn);Deleting a Key-Value Pair
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
const uint8_t *key = (uint8_t *)"mykey";tidesdb_txn_delete(txn, cf, key, 5);
tidesdb_txn_commit(txn);tidesdb_txn_free(txn);Multi-Operation Transaction
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
/* Multiple operations in one transaction */tidesdb_txn_put(txn, cf, (uint8_t *)"key1", 4, (uint8_t *)"value1", 6, -1);tidesdb_txn_put(txn, cf, (uint8_t *)"key2", 4, (uint8_t *)"value2", 6, -1);tidesdb_txn_delete(txn, cf, (uint8_t *)"old_key", 7);
/* Commit atomically -- all or nothing */if (tidesdb_txn_commit(txn) != 0){ /* On error, transaction is automatically rolled back */ tidesdb_txn_free(txn); return -1;}
tidesdb_txn_free(txn);Transaction Rollback
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
tidesdb_txn_put(txn, cf, (uint8_t *)"key", 3, (uint8_t *)"value", 5, -1);
/* Decide to rollback instead of commit */tidesdb_txn_rollback(txn);tidesdb_txn_free(txn);/* No changes were applied */Savepoints
Savepoints allow partial rollback within a transaction. You can create named savepoints and rollback to them without aborting the entire transaction.
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
/* First operation */tidesdb_txn_put(txn, cf, (uint8_t *)"key1", 4, (uint8_t *)"value1", 6, -1);
/* Create savepoint */if (tidesdb_txn_savepoint(txn, "sp1") != 0){ tidesdb_txn_rollback(txn); tidesdb_txn_free(txn); return -1;}
/* Second operation */tidesdb_txn_put(txn, cf, (uint8_t *)"key2", 4, (uint8_t *)"value2", 6, -1);
/* Rollback to savepoint - key2 is discarded, key1 remains */if (tidesdb_txn_rollback_to_savepoint(txn, "sp1") != 0){ tidesdb_txn_rollback(txn); tidesdb_txn_free(txn); return -1;}
/* Add different operation after rollback */tidesdb_txn_put(txn, cf, (uint8_t *)"key3", 4, (uint8_t *)"value3", 6, -1);
/* Commit transaction - only key1 and key3 are written */if (tidesdb_txn_commit(txn) != 0){ tidesdb_txn_free(txn); return -1;}
tidesdb_txn_free(txn);Savepoint API
tidesdb_txn_savepoint(txn, "name")· Create a savepointtidesdb_txn_rollback_to_savepoint(txn, "name")· Rollback to savepointtidesdb_txn_release_savepoint(txn, "name")· Release savepoint without rolling back
Savepoint behavior
- Savepoints capture the transaction state at a specific point
- Rolling back to a savepoint discards all operations after that savepoint
- Releasing a savepoint frees its resources without rolling back
- Multiple savepoints can be created with different names
- Creating a savepoint with an existing name updates that savepoint
- Savepoints are automatically freed when the transaction commits or rolls back
- Returns
TDB_ERR_NOT_FOUNDif the savepoint name doesn’t exist
Multi-Column-Family Transactions
TidesDB supports atomic transactions across multiple column families with true all-or-nothing semantics.
tidesdb_column_family_t *users_cf = tidesdb_get_column_family(db, "users");tidesdb_column_family_t *orders_cf = tidesdb_get_column_family(db, "orders");if (!users_cf || !orders_cf) return -1;
tidesdb_txn_t *txn = NULL;if (tidesdb_txn_begin(db, &txn) != 0){ return -1;}
/* Write to users CF */tidesdb_txn_put(txn, users_cf, (uint8_t *)"user:1000", 9, (uint8_t *)"John Doe", 8, -1);
/* Write to orders CF */tidesdb_txn_put(txn, orders_cf, (uint8_t *)"order:5000", 10, (uint8_t *)"user:1000|product:A", 19, -1);
/* Atomic commit across both CFs */if (tidesdb_txn_commit(txn) != 0){ tidesdb_txn_free(txn); return -1;}
tidesdb_txn_free(txn);Multi-CF guarantees
- Either all CFs commit or none do (atomic)
- Automatically detected when operations span multiple CFs
- Uses global sequence numbers for atomic ordering
- Each CF’s WAL receives operations with the same commit sequence number
- No two-phase commit or coordinator overhead
Isolation Levels
TidesDB supports five MVCC isolation levels for fine-grained concurrency control.
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;
/* READ UNCOMMITTED - sees all data including uncommitted changes */tidesdb_txn_begin_with_isolation(db, TDB_ISOLATION_READ_UNCOMMITTED, &txn);
/* READ COMMITTED - sees only committed data (default) */tidesdb_txn_begin_with_isolation(db, TDB_ISOLATION_READ_COMMITTED, &txn);
/* REPEATABLE READ - consistent snapshot, phantom reads possible */tidesdb_txn_begin_with_isolation(db, TDB_ISOLATION_REPEATABLE_READ, &txn);
/* SNAPSHOT ISOLATION - write-write conflict detection */tidesdb_txn_begin_with_isolation(db, TDB_ISOLATION_SNAPSHOT, &txn);
/* SERIALIZABLE - full read-write conflict detection (SSI) */tidesdb_txn_begin_with_isolation(db, TDB_ISOLATION_SERIALIZABLE, &txn);
/* Use transaction with operations */tidesdb_txn_put(txn, cf, (uint8_t *)"key", 3, (uint8_t *)"value", 5, -1);
int result = tidesdb_txn_commit(txn);if (result == TDB_ERR_CONFLICT){ /* Conflict detected - retry transaction */ tidesdb_txn_free(txn); return -1;}
tidesdb_txn_free(txn);Isolation level characteristics
- READ UNCOMMITTED · Maximum concurrency, minimal consistency
- READ COMMITTED · Balanced for OLTP workloads (default)
- REPEATABLE READ · Strong point read consistency
- SNAPSHOT · Prevents lost updates with write-write conflict detection
- SERIALIZABLE · Strongest guarantees with full SSI, higher abort rates
Iterators
Iterators provide efficient forward and backward traversal over key-value pairs.
Forward Iteration
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
tidesdb_iter_t *iter = NULL;if (tidesdb_iter_new(txn, cf, &iter) != 0){ tidesdb_txn_free(txn); return -1;}
/* Seek to first entry */tidesdb_iter_seek_to_first(iter);
while (tidesdb_iter_valid(iter)){ uint8_t *key = NULL; size_t key_size = 0; uint8_t *value = NULL; size_t value_size = 0;
if (tidesdb_iter_key(iter, &key, &key_size) == 0 && tidesdb_iter_value(iter, &value, &value_size) == 0) { printf("Key: %.*s, Value: %.*s\n", (int)key_size, key, (int)value_size, value); }
tidesdb_iter_next(iter);}
tidesdb_iter_free(iter);tidesdb_txn_free(txn);Backward Iteration
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
tidesdb_iter_t *iter = NULL;tidesdb_iter_new(txn, cf, &iter);
tidesdb_iter_seek_to_last(iter);
while (tidesdb_iter_valid(iter)){ /* Process entries in reverse order */ tidesdb_iter_prev(iter);}
tidesdb_iter_free(iter);tidesdb_txn_free(txn);Iterator Seek Operations
TidesDB provides seek operations that allow you to position an iterator at a specific key or key range without scanning from the beginning.
How Seek Works
With Block Indexes Enabled (enable_block_indexes = 1):
- Uses compact block index with parallel arrays (min/max key prefixes and file positions)
- Binary search through sampled keys at configurable ratio (default 1:1 via
index_sample_ratio, meaning every block is indexed) - Jumps directly to the target block using the file position
- Scans forward from that block to find the exact key
- Performance · O(log n) binary search + O(k) entries per block scan
Block indexes provide dramatic speedup for large SSTables at the cost of ~2-5% storage overhead for the compact index structure (parallel arrays with delta-encoded file positions).
Seek to Specific Key
tidesdb_iter_seek(iter, key, key_size) · Positions iterator at the first key >= target key
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
tidesdb_txn_t *txn = NULL;tidesdb_txn_begin(db, &txn);
tidesdb_iter_t *iter = NULL;tidesdb_iter_new(txn, cf, &iter);
/* Seek to specific key */const char *target = "user:1000";if (tidesdb_iter_seek(iter, (uint8_t *)target, strlen(target)) == 0){ /* Iterator is now positioned at "user:1000" or the next key after it */ if (tidesdb_iter_valid(iter)) { uint8_t *key = NULL; size_t key_size = 0; tidesdb_iter_key(iter, &key, &key_size); printf("Found: %.*s\n", (int)key_size, key); }}
tidesdb_iter_free(iter);tidesdb_txn_free(txn);tidesdb_iter_seek_for_prev(iter, key, key_size) · Positions iterator at the last key <= target key
/* Seek for reverse iteration */const char *target = "user:2000";if (tidesdb_iter_seek_for_prev(iter, (uint8_t *)target, strlen(target)) == 0){ /* Iterator is now positioned at "user:2000" or the previous key before it */ while (tidesdb_iter_valid(iter)) { /* Iterate backwards from this point */ tidesdb_iter_prev(iter); }}Prefix Seeking
Since tidesdb_iter_seek positions the iterator at the first key >= target, you can use a prefix as the seek target to efficiently scan all keys sharing that prefix:
/* Seek to prefix and iterate all matching keys */const char *prefix = "user:";if (tidesdb_iter_seek(iter, (uint8_t *)prefix, strlen(prefix) + 1) == 0){ while (tidesdb_iter_valid(iter)) { uint8_t *key = NULL; size_t key_size = 0; tidesdb_iter_key(iter, &key, &key_size);
/* Stop when keys no longer match prefix */ if (strncmp((char *)key, prefix, strlen(prefix)) != 0) break;
/* Process key */ printf("Found: %.*s\n", (int)key_size, key);
if (tidesdb_iter_next(iter) != TDB_SUCCESS) break; }}This pattern works across both memtables and SSTables. When block indexes are enabled, the seek operation uses binary search to jump directly to the relevant block, making prefix scans efficient even on large datasets.
Custom Comparators
TidesDB uses comparators to determine the sort order of keys throughout the entire system: memtables, SSTables, block indexes, and iterators all use the same comparison logic. Once a comparator is set for a column family, it cannot be changed without corrupting data.
Built-in Comparators
TidesDB provides six built-in comparators that are automatically registered on database open:
"memcmp" (default) · Binary byte-by-byte comparison
- Compares min(key1_size, key2_size) bytes using
memcmp() - If bytes are equal, shorter key sorts first
- Use case · Binary keys, raw byte data, general purpose
"lexicographic" · Null-terminated string comparison
- Uses
strcmp()for lexicographic ordering - Ignores key_size parameters (assumes null-terminated)
- Use case · C strings, text keys
- Warning · Keys must be null-terminated or behavior is undefined
"uint64" · Unsigned 64-bit integer comparison
- Interprets 8-byte keys as uint64_t values
- Falls back to memcmp if key_size != 8
- Use case · Numeric IDs, timestamps, counters
- Example ·
uint64_t id = 1000; tidesdb_txn_put(txn, cf, (uint8_t*)&id, 8, ...)
"int64" · Signed 64-bit integer comparison
- Interprets 8-byte keys as int64_t values
- Falls back to memcmp if key_size != 8
- Use case · Signed numeric keys, relative timestamps
- Example ·
int64_t offset = -500; tidesdb_txn_put(txn, cf, (uint8_t*)&offset, 8, ...)
"reverse" · Reverse binary comparison
- Negates the result of memcmp comparator
- Sorts keys in descending order
- Use case · Reverse chronological order, descending IDs
"case_insensitive" · Case-insensitive ASCII comparison
- Converts A-Z to a-z during comparison
- Compares min(key1_size, key2_size) bytes
- If bytes are equal (ignoring case), shorter key sorts first
- Use case · Case-insensitive text keys, usernames, email addresses
Custom Comparator Registration
/* Define your comparison function */int my_timestamp_compare(const uint8_t *key1, size_t key1_size, const uint8_t *key2, size_t key2_size, void *ctx){ (void)ctx; /* unused */
if (key1_size != 8 || key2_size != 8) { /* fallback for invalid sizes */ return memcmp(key1, key2, key1_size < key2_size ? key1_size : key2_size); }
uint64_t ts1, ts2; memcpy(&ts1, key1, 8); memcpy(&ts2, key2, 8);
/* reverse order for newest-first */ if (ts1 > ts2) return -1; if (ts1 < ts2) return 1; return 0;}
/* Register before creating column families */tidesdb_register_comparator(db, "timestamp_desc", my_timestamp_compare, NULL, NULL);
/* Use in column family */tidesdb_column_family_config_t cf_config = tidesdb_default_column_family_config();strncpy(cf_config.comparator_name, "timestamp_desc", TDB_MAX_COMPARATOR_NAME - 1);cf_config.comparator_name[TDB_MAX_COMPARATOR_NAME - 1] = '\0';tidesdb_create_column_family(db, "events", &cf_config);Comparator function signature
int (*comparator_fn)(const uint8_t *key1, size_t key1_size, const uint8_t *key2, size_t key2_size, void *ctx);Return values
< 0if key1 < key20if key1 == key2> 0if key1 > key2
Important notes
- Comparators must be registered before creating column families that use them
- Once set, a comparator cannot be changed for a column family
- The same comparator is used across memtables, SSTables, block indexes, and iterators
- Custom comparators can use the
ctxparameter for runtime configuration
Sync Modes
Control durability vs performance tradeoff with three sync modes.
tidesdb_column_family_config_t cf_config = tidesdb_default_column_family_config();
/* TDB_SYNC_NONE - Fastest, least durable (OS handles flushing) */cf_config.sync_mode = TDB_SYNC_NONE;
/* TDB_SYNC_INTERVAL - Balanced performance with periodic background syncing */cf_config.sync_mode = TDB_SYNC_INTERVAL;cf_config.sync_interval_us = 128000; /* Sync every 128ms (default) */
/* TDB_SYNC_FULL - Most durable (fsync on every write) */cf_config.sync_mode = TDB_SYNC_FULL;
tidesdb_create_column_family(db, "my_cf", &cf_config);Compaction
TidesDB performs automatic background compaction when L1 reaches the configured file count trigger (default: 4 SSTables). However, you can manually trigger compaction for specific scenarios.
Checking Flush/Compaction Status
Check if a column family currently has flush or compaction operations in progress.
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
/* Check if flushing is in progress */if (tidesdb_is_flushing(cf)){ printf("Flush in progress\n");}
/* Check if compaction is in progress */if (tidesdb_is_compacting(cf)){ printf("Compaction in progress\n");}Use cases
- Graceful shutdown · Wait for background operations to complete before closing
- Maintenance windows · Check if operations are running before triggering manual compaction
- Monitoring · Track background operation status for observability
- Testing · Verify flush/compaction behavior in unit tests
Return values
1· Operation is in progress0· No operation in progress (or invalid column family)
Manual Compaction
tidesdb_column_family_t *cf = tidesdb_get_column_family(db, "my_cf");if (!cf) return -1;
/* Trigger compaction manually */if (tidesdb_compact(cf) != 0){ fprintf(stderr, "Failed to trigger compaction\n"); return -1;}When to use manual compaction
- After bulk deletes · Reclaim disk space by removing tombstones and obsolete versions
- After bulk updates · Consolidate multiple versions of keys into single entries
- Before read-heavy workloads · Optimize read performance by reducing the number of levels to search
- During maintenance windows · Proactively compact during low-traffic periods to avoid compaction during peak load
- After TTL expiration · Remove expired entries to reclaim storage
- Space optimization · Force compaction to reduce space amplification when storage is constrained
Behavior
- Enqueues compaction work in the global compaction thread pool
- Returns immediately (non-blocking) - compaction runs asynchronously in background threads
- If compaction is already running for the column family, the call succeeds but doesn’t queue duplicate work
- Compaction merges SSTables across levels, removes tombstones, expired TTL entries, and obsolete versions
- Thread-safe - can be called concurrently from multiple threads
Performance considerations
- Manual compaction uses the same thread pool as automatic background compaction
- Configure thread pool size via
config.num_compaction_threads(default: 2) - Compaction is I/O intensive - avoid triggering during peak write workloads
- Multiple column families can compact in parallel up to the thread pool limit
See How does TidesDB work? for details on compaction algorithms, merge strategies, and parallel compaction.
Thread Pools
TidesDB uses separate thread pools for flush and compaction operations. Understanding the parallelism model is important for optimal configuration.
Parallelism semantics:
- Cross-CF parallelism · Multiple flush/compaction workers CAN process different column families in parallel
- Within-CF serialization · A single column family can only have one flush and one compaction running at any time (enforced by atomic
is_flushingandis_compactingflags) - No intra-CF memtable parallelism · Even if a CF has multiple immutable memtables queued, they are flushed sequentially
Thread pool sizing guidance:
- Single column family · Set
num_flush_threads = 1andnum_compaction_threads = 1. Additional threads provide no benefit since only one operation per CF can run at a time - extra threads will simply wait idle. - Multiple column families · Set thread counts up to the number of column families for maximum parallelism. With N column families and M workers (where M ≤ N), throughput scales linearly.
Configuration
tidesdb_config_t config = { .db_path = "./mydb", .num_flush_threads = 2, /* Flush thread pool size (default: 2) */ .num_compaction_threads = 2, /* Compaction thread pool size (default: 2) */ .log_level = TDB_LOG_INFO, .block_cache_size = 64 * 1024 * 1024, /* 64MB global block cache (default: 64MB) */ .max_open_sstables = 256, /* LRU cache for SSTable objects (default: 256, each has 2 FDs) */};
tidesdb_t *db = NULL;tidesdb_open(&config, &db);max_open_sstables is a storage-engine-level configuration, not a column family configuration. It controls the LRU cache size for SSTable structures. Each SSTable uses 2 file descriptors (klog + vlog), so 256 SSTables = 512 file descriptors.
See How does TidesDB work? for details on thread pool architecture and work distribution.