Roadmap

This roadmap is automatically generated from GitHub Issues.

Last updated: 2026-09-24 09:39 UTC

v1.1.0

5/5 completed

• [x] Implement bulk insert operations (#52)
• [x] Implement bulk update operations (#53)
• [x] Implement bulk delete operations (#54)
• [x] Implement batch loading functionality (#55)
• [x] Add afind keys support for key-based search (#56)

v1.2.0

7/7 completed

• [x] Implement usage-based TTL updates (#64)
• [x] Add configurable TTL postponement per model (#65)
• [x] Optimize TTL update performance (#67)
• [x] Implement attempt field loading (#86)
• [x] Ensure type safety for lazy fields (#90)
• [x] Optimize performance for lazy field loading (#91)
• [x] Add configuration for default value optimization (#95)

v1.3.0

15/15 completed

• [x] Implement delete with filters (#58)
• [x] Create TTL refresh strategy options (#66)
• [x] Set up CodSpeed benchmarking infrastructure (#73)
• [x] Add full cascade TTL (model + all relations) (#116)
• [x] Design special field infrastructure for data structures (Set, Priority Queue, etc.) (#172)
• [x] Recover from no script error for async actions (#190)
• [x] Create a special type for rapyer keys (#194)
• [x] Support asave with apipeline for batched saves (#195)
• [x] Fix assign fields in apipeline for inherited model fields (#196)
• [x] Implement afind_one function for single-result filter queries (#200)
• [x] Support RapyerKey as a field type in models (#205)
• [x] Fix: pipeline uses set instead of incrby, and set instead of update operators (#211)
• [x] Add use_existing flag to apipeline (#216)
• [x] Add asynchronous exists function for Redis models (#219)
• [x] Migrate BaseRedisType actions to mark_actions v2 (decoration-time specialization) (#234)

v1.4.0

14/36 completed

• [ ] Add afind keywords support (field='text' syntax) (#57)
• [ ] Create additional filters (contains, TAG support) (#59)
• [ ] Implement nested field access with dot notation (#60)
• [ ] Add dynamic field extraction (#61)
• [ ] Ensure type safety for nested field access (#62)
• [ ] Optimize performance for nested field operations (#63)
• [ ] Add TTL refresh interval and grace period configuration (#68)
• [ ] Implement if_true() and else() methods for conditional pipelines (#69)
• [ ] Add loop operations in pipelines (#70)
• [ ] Support nested conditions in pipelines (#71)
• [ ] Maintain pipeline context through conditional blocks (#72)
• [ ] Implement RedisCounter data structure (#80)
• [ ] Implement RedisBloomFilter data structure (#81)
• [ ] Implement RedisRateLimiter data structure (#82)
• [ ] Implement RedisCircularBuffer data structure (#83)
• [ ] Create type registry system for custom data structures (#84)
• [ ] Add safe loading mechanism for corrupted data (#87)
• [ ] Implement error deferral for field access (#88)
• [ ] Add configurable fallback strategies for failed field loading (#89)
• [ ] Add selective storage (skip default values) (#93)
• [ ] Ensure backward compatibility for optimized storage (#96)
• [ ] Create function stop_ttl_refresh (#158)
• [x] Create benchmark suite for core operations (#74)
• [x] Add benchmarks for pipeline operations (#75)
• [x] Add benchmarks for bulk operations (#76)
• [x] Set up CI/CD integration for performance tracking (#77)
• [x] Create performance regression detection (#78)
• [x] Implement RedisPriorityQueue data structure (#79)
• [x] Move mark_actions runtime checks to decoration time (#231)
• [x] Restrict TTL setting to first creation only — skip refresh from asave and other creation paths (#233)
• [x] Implement RedisSet data structure as a special field type (#236)
• [x] Implement atomic aget_or_create classmethod on AtomicRedisModel (#242)
• [x] afind/afind_one raise IndexError on missing keys under fakeredis (#245)
• [x] Stop using dynamic types in rapyer (#247)
• [x] Runtime CPU optimizations: lazy _pk, single-item container fast-path, cheaper setattr checks (#261)
• [x] Fix init_rapyer leaving models pinned to localhost after Redis init failure (#275)

v1.5.0

1/41 completed

• [ ] Create ForeignKey field type for model references (#97)
• [ ] Implement relationship metadata (one-to-one, one-to-many, many-to-many) (#98)
• [ ] Add lazy loading support for foreign key models (#99)
• [ ] Add eager loading with prefetch optimization (#100)
• [ ] Add single-level loading (depth=1) (#102)
• [ ] Add multi-level loading (depth=N) (#103)
• [ ] Add full graph loading (depth=-1) (#104)
• [ ] Implement selective loading with include parameter (#105)
• [ ] Add batch extraction for multiple models with relations (#106)
• [ ] Add circular reference detection (#107)
• [ ] Implement configurable max circular iterations (#108)
• [ ] Implement simple duplicate (model only) (#109)
• [ ] Add full cascade duplicate (with all relations) (#110)
• [ ] Add selective duplicate (specified relations) (#111)
• [ ] Implement duplicate with relation remapping (#112)
• [ ] Add duplicate ID generation strategy (#113)
• [ ] Ensure transaction safety for duplication (#114)
• [ ] Implement single model TTL extension (#115)
• [ ] Add selective TTL extension (#117)
• [ ] Support variable TTL values for different relations (#118)
• [ ] Implement TTL inheritance from parent models (#119)
• [ ] Add TTL update events (#120)
• [ ] Implement hard delete (remove all) (#121)
• [ ] Add soft delete/nullify (set FK to None) (#122)
• [ ] Add restrict delete (prevent if relations exist) (#123)
• [ ] Support mixed strategy delete (#124)
• [ ] Add orphan cleanup after deletion (#125)
• [ ] Ensure transaction safety for deletion (#126)
• [ ] Add validation for foreign key relationships (#127)
• [ ] Add cleanup for broken foreign key references (#128)
• [ ] Implement bulk operations with relationships (#129)
• [ ] Add cascading update operations (#130)
• [ ] Create comprehensive FK documentation (#131)
• [ ] Add migration guides for FK changes (#132)
• [ ] Optimize performance for FK operations (#133)
• [ ] Add caching strategies for loaded relations (#134)
• [ ] Implement event system for FK changes (#135)
• [ ] Add query optimization with joins (#136)
• [ ] Extend ttl fails (#156)
• [ ] Raise error when registering a model with a FK to a non-existent model (#249)
• [x] Implement basic FK loading (ID only) (#101)

v2.0.0

0/13 completed

• [ ] Use redis sync client (#137)
• [ ] Add sync model operations (sync_get, sync_save, etc.) (#138)
• [ ] Implement sync pipeline support (#139)
• [ ] Add sync field operations for all Redis types (#140)
• [ ] Update configuration for sync/async client support (#141)
• [ ] Create comprehensive test suite for sync operations (#142)
• [ ] Update documentation with sync usage patterns (#143)
• [ ] Implement environment configuration system (#144)
• [ ] Add global environment management (#145)
• [ ] Create context manager for environment switching (#146)
• [ ] Add decorator support for function-level environments (#147)
• [ ] Implement cross-environment search (#148)
• [ ] Ensure thread-safe environment stack (#149)