Skip to content

Commit 80dbb5a

Browse files
ashwath007ashwath007
committed
The Phase Testing completed 1
1 parent 3628616 commit 80dbb5a

15 files changed

Lines changed: 4237 additions & 109 deletions

‎.gitignore‎

Lines changed: 46 additions & 109 deletions
Original file line numberDiff line numberDiff line change
@@ -1,145 +1,82 @@
1-
# Build artifacts and compiled files
1+
# Build artifacts
22
*.o
3+
*.a
34
*.so
45
*.dylib
56
*.dll
6-
*.a
7-
*.lib
87
*.exe
8+
build/
9+
dist/
10+
*.egg-info/
911

1012
# Python
1113
__pycache__/
1214
*.py[cod]
1315
*$py.class
14-
*.egg-info/
15-
dist/
16-
build/
17-
.eggs/
18-
*.egg
1916
.pytest_cache/
2017
.coverage
21-
htmlcov/
22-
.tox/
23-
.venv/
24-
venv/
18+
.Python
2519
env/
20+
venv/
2621
ENV/
22+
*.egg
2723

28-
# Rust (Cargo)
24+
# Rust
2925
target/
3026
Cargo.lock
27+
**/*.rs.bk
3128
*.pdb
3229

33-
# C/C++
34-
*.obj
35-
*.elf
36-
*.ilk
37-
*.map
38-
*.exp
39-
*.gch
40-
*.pch
41-
*.tmp
42-
*.tmp_proj
43-
*_wpftmp.csproj
44-
*.log
45-
*.vspscc
46-
*.vssscc
47-
.builds
48-
*.pidb
49-
*.svclog
50-
*.scc
51-
52-
# IDE and Editor files
30+
# IDE
5331
.vscode/
5432
.idea/
5533
*.swp
5634
*.swo
5735
*~
5836
.DS_Store
59-
Thumbs.db
60-
61-
# CMake
62-
CMakeCache.txt
63-
CMakeFiles/
64-
cmake_install.cmake
65-
Makefile
66-
*.cmake
67-
!CMakeLists.txt
68-
69-
# Generated files
70-
*.feather
71-
*.index
72-
*.bin
73-
*.dat
7437

75-
# OS specific
38+
# OS
7639
.DS_Store
77-
.DS_Store?
78-
._*
79-
.Spotlight-V100
80-
.Trashes
81-
ehthumbs.db
8240
Thumbs.db
41+
*.bak
42+
43+
# Test files and databases
44+
*.feather
45+
test_*.npy
46+
demo.feather
47+
example.feather
48+
semantic_search.feather
49+
large_dataset.feather
50+
products.feather
51+
documents.feather
52+
search.feather
53+
large.feather
54+
mydb.feather
55+
vectors.feather
56+
benchmark.feather
57+
knowledge.feather
58+
images.feather
59+
docs.feather
60+
db.feather
61+
my_db.feather
62+
my_vectors.feather
63+
sentences.feather
64+
65+
# Test data
66+
p-test/test-data/*.npy
67+
p-test/*.feather
68+
examples/*.feather
69+
*.npy
8370

8471
# Temporary files
8572
*.tmp
86-
*.temp
87-
*.bak
88-
*.backup
89-
*~
90-
91-
# Logs
9273
*.log
93-
logs/
94-
95-
# Test outputs
96-
test_output/
97-
test_results/
74+
*.cache
9875

9976
# Documentation build
10077
docs/_build/
101-
docs/build/
102-
103-
# Environment variables
104-
.env
105-
.env.local
106-
.env.*.local
107-
108-
# Package manager files
109-
node_modules/
110-
package-lock.json
111-
yarn.lock
112-
113-
# Jupyter Notebook
114-
.ipynb_checkpoints
115-
116-
# pyenv
117-
.python-version
118-
119-
# Pipenv
120-
Pipfile.lock
121-
122-
# PEP 582
123-
__pypackages__/
124-
125-
# Celery
126-
celerybeat-schedule
127-
celerybeat.pid
128-
129-
# SageMath parsed files
130-
*.sage.py
131-
132-
# Spyder project settings
133-
.spyderproject
134-
.spyproject
135-
136-
# Rope project settings
137-
.ropeproject
138-
139-
# mkdocs documentation
140-
/site
78+
site/
14179

142-
# mypy
143-
.mypy_cache/
144-
.dmypy.json
145-
dmypy.json
80+
# Package files
81+
*.whl
82+
*.tar.gz

‎CHANGELOG.md‎

Lines changed: 70 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,70 @@
1+
# Changelog
2+
3+
All notable changes to this project will be documented in this file.
4+
5+
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
6+
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
7+
8+
## [Unreleased]
9+
10+
## [0.1.0] - 2025-11-16
11+
12+
### Added
13+
- Initial release of Feather DB
14+
- Python API with NumPy integration and pybind11 bindings
15+
- C++ core implementation with HNSW algorithm
16+
- Rust CLI for command-line operations
17+
- Binary file format with magic number validation for persistence
18+
- Support for L2 (Euclidean) distance metric
19+
- SIMD optimizations (AVX512/AVX/SSE) for distance calculations
20+
- Comprehensive documentation:
21+
- HOW_TO_USE.md - Beginner-friendly guide
22+
- USAGE_GUIDE.md - Complete API reference
23+
- Architecture diagrams and internals documentation
24+
- Working examples for common use cases:
25+
- Basic Python usage
26+
- Semantic search implementation
27+
- Batch processing for large datasets
28+
- Batch processing capabilities with periodic saves
29+
- Configurable k parameter for search results
30+
- Automatic database save on destruction
31+
- Memory-efficient vector storage
32+
33+
### Features
34+
- **Fast Search**: Approximate nearest neighbor search using HNSW algorithm
35+
- **Multi-Language**: Python, C++, and Rust APIs
36+
- **Persistent Storage**: Custom binary format with header validation
37+
- **Scalable**: Supports up to 1 million vectors (configurable)
38+
- **Easy to Use**: Simple, intuitive APIs across all languages
39+
- **Production Ready**: Tested with comprehensive test suite
40+
41+
### Performance
42+
- Add rate: 2,000-5,000 vectors/second (depending on dimension)
43+
- Search time: 0.5-1.5ms per query (k=10)
44+
- Memory usage: ~4 bytes per dimension per vector + index overhead
45+
- Tested with up to 10,000 vectors
46+
47+
### Documentation
48+
- Complete usage guide with real-world examples
49+
- Beginner-friendly how-to guide
50+
- Architecture documentation with visual diagrams
51+
- Performance benchmarks and optimization tips
52+
- Troubleshooting guide
53+
- API reference for all three languages
54+
55+
### Testing
56+
- Automated test suite for Rust CLI
57+
- Test data generation scripts
58+
- Validation of search accuracy
59+
- Binary format verification
60+
- Memory leak testing
61+
62+
### Known Limitations
63+
- Maximum 1 million vectors (configurable in C++ code)
64+
- Only L2 distance metric supported
65+
- No vector deletion functionality
66+
- No metadata storage with vectors
67+
- Single-threaded operations
68+
69+
[Unreleased]: https://github.com/yourusername/feather-db/compare/v0.1.0...HEAD
70+
[0.1.0]: https://github.com/yourusername/feather-db/releases/tag/v0.1.0

0 commit comments

Comments
 (0)