| Name | fund-insight-engine JSON |
| Version |
0.8.4
JSON |
| download |
| home_page | None |
| Summary | A Python package providing utility functions for fund code management and analysis |
| upload_time | 2025-07-10 08:51:47 |
| maintainer | None |
| docs_url | None |
| author | June Young Park |
| requires_python | >=3.7 |
| license | None |
| keywords |
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
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| coveralls test coverage |
No coveralls.
|
# Fund Insight Engine
A Python package providing utility functions for fund code management and analysis. This package helps streamline the process of handling fund-related data and provides insights into fund operations.
## Features
- Fund code retrieval and validation
- Support for various fund types (equity, mixed, bond, etc.)
- Fund class categorization (mother fund, general, class fund)
- Division-based fund code management
- Integration with financial dataset preprocessing
- AWS S3 integration for data storage
## Installation
You can install the package using pip:
```bash
pip install fund-insight-engine
```
## Requirements
- financial_dataset_preprocessor>=0.3.7
- aws_s3_controller>=0.7.5
- mongodb_controller>=0.2.5
- universal_timeseries_transformer>=0.1.6
## Usage
```python
from fund_insight_engine import fund_codes_retriever
# Get fund codes by type
equity_funds = fund_codes_retriever.get_fund_codes_equity_type()
mixed_funds = fund_codes_retriever.get_fund_codes_equity_mixed_type()
# Get fund codes by class
mother_funds = fund_codes_retriever.get_fund_codes_mother()
class_funds = fund_codes_retriever.get_fund_codes_class()
# Get fund names mapping
fund_names = fund_codes_retriever.get_mapping_fund_names_main()
```
## Version History
### 0.8.1 (2025-07-03)
- Added additional market indices (Asia, ETC1) for benchmark comparison
- Added compound indices functionality
- Added trust fund codes module
- Updated dependencies to support enhanced index operations
### 0.8.0 (2025-06-26)
- Added fund_utils.py with enhanced fund data processing utilities
- Improved date reference handling in fund configuration modules
- Updated benchmark names in API utilities
- Enhanced timeseries data processing
### 0.7.9 (2025-06-23)
- Fixed date reference selection logic to use fund-specific data
- Updated benchmark names in API utilities
- Improved data retrieval efficiency
### 0.7.8 (2025-06-21)
- Fixed function naming in server_api module to prevent confusion
- Improved API function clarity
### 0.7.7 (2025-06-21)
- Added legacy web server API functions in server_api module
- Added utility functions for API data transformation
### 0.7.6 (2025-06-20)
- Fixed package installation issue by including requirements.txt in the package
- Same features as 0.7.5
### 0.7.5 (2025-06-20)
- Updated dependency version for universal_timeseries_transformer to 0.2.7
- Updated dependency version for timeseries_performance_calculator to 0.2.2
- Enhanced data output modules for future feature additions
### 0.7.4 (2025-06-01)
- Fixed critical issue with package structure
- Reverted unintended code additions
### 0.7.3 (2025-06-01)
- [DEPRECATED] This version contains errors and should not be used
### 0.7.2 (2025-05-30)
- Updated dependency version for universal_timeseries_transformer to 0.1.5
- Added columns_ref property to Fund class for convenient column reference
### 0.7.1 (2025-05-30)
- Enhanced timeseries functionality with price extension to previous date
- Added constants for fund price column name and initial default price
- Improved import structure for better code organization
### 0.7.0 (2025-05-30)
- Major architectural update with Fund class implementation
- Comprehensive API for accessing all fund-related data
- Streamlined data pipeline for efficient fund data retrieval
- Enhanced integration between different data sources
- Improved code structure and organization
### 0.6.3 (2025-05-28)
- Added market data retrieval functionality with Bloomberg tickers
- Implemented global currency, bond, and index data retrieval
- Reorganized benchmark retrieval into market_retriever module
### 0.6.2 (2025-05-27)
- Added portfolio snapshot retrieval functionality
- Implemented functions to get all fund portfolios at a specific date
### 0.6.1 (2025-05-27)
- Fixed portfolio customizer to preserve original DataFrame
- Corrected parameter naming in portfolio fetcher functions
### 0.6.0 (2025-05-27)
- Enhanced portfolio data retrieval with new data source (menu2206)
- Added stock portion retrieval functionality
- Improved portfolio customization capabilities
- Updated dependency requirements
### 0.5.10 (2025-05-26)
- Modified fund price retrieval to maintain string date format
- Optimized data processing for better compatibility with existing systems
- Removed unnecessary data transformation
### 0.5.9 (2025-05-26)
- Added fund price retrieval functionality
- Enhanced time series data processing with datetime conversion
- Added multi-fund price retrieval capability
### 0.5.8 (2025-05-26)
- Added benchmark retrieval functionality (KOSPI, KOSDAQ, KOSPI200)
- Restructured fund mapping modules for better organization
- Improved fund division constants and mapping structure
### 0.5.7 (2025-05-20)
- Enhanced fund mapping functionality with priority-based mappings
- Added new utility function for filtering mappings
- Improved mapping organization for better code maintainability
### 0.5.6 (2025-05-20)
- Refactored timeseries data transformation logic
- Improved code organization in timeseries_manager module
- Enhanced data processing efficiency
### 0.5.5 (2025-05-20)
- Fixed minor bugs in portfolio module
- Improved error handling in timeseries_manager
- Enhanced code stability and performance
### 0.5.4 (2025-05-19)
- Enhanced timeseries module with additional fund data fields
- Added dedicated timeseries_manager module for improved data management
- Expanded fund data analysis capabilities with more metrics
- Reorganized module structure for better maintainability
### 0.5.3 (2025-05-19)
- Restructured module organization for better extensibility
- Renamed modules to prevent potential naming conflicts
- Improved import paths for cleaner code structure
### 0.5.2 (2025-05-19)
- Added time series query class (timeseries module)
- Added Fund class (integrated time series and portfolio query)
### 0.5.1 (2025-05-16)
- Added `option_verbose` parameter to portfolio-related classes
- Improved logging functionality
### 0.5.0 (2025-05-16)
- Enhanced fund mapping functions (mapping_classes, mapping_types, mappings_divisions, etc.)
- Strengthened fund code and fund name mapping capabilities
- Improved fund mapping module structure
### 0.4.6 (2025-05-16)
- Renamed module: changed `all` module to `all_funds`
- Prevented name collision with Python standard library
### 0.4.5 (2025-05-16)
- Fixed portfolio data fetcher log output bug
- Changed default options for portfolio data loading
### 0.4.4 (2025-05-15)
- Added empty result handling logic to fund information retrieval functions
- Improved exception handling to return None when no data is found
### 0.4.3 (2025-05-15)
- Fixed MongoDB collection import path bug
- Improved stability of fund information retrieval features
### 0.4.2 (2025-05-15)
- Fixed module import bug (added fund_info module)
- Improved code stability
### 0.4.1 (2025-05-15)
- Added fund NAV, price, and AUM retrieval functions (get_fund_price, get_fund_nav, etc.)
- Improved code structure and module reorganization
- Optimized MongoDB data access
### 0.4.0 (2025-05-14)
- Added variable fund code search functionality (get_fund_codes_variable_main)
- Cleaned up code and removed unnecessary comments
- Optimized fund code classification by type
### 0.3.9 (2025-05-14)
- Added fund code classification functions by type (get_fund_codes_equity, get_fund_codes_equity_mixed, etc.)
- Added type-based fund code search functionality combined with main fund filtering
- Improved code structure and optimized inter-module dependencies
### 0.3.8 (2025-05-14)
- Improved fund name filtering functionality (added specific keyword exclusion)
- Enhanced fund code search accuracy
### 0.3.7 (2025-05-14)
- Enhanced fund code management functionality
- Improved code organization and documentation
- Optimized performance for fund code retrieval functions
### 0.3.4 (2025-05-13)
- Added practical unit conversion for AUM data (KRW trillion, USD billion)
- Enhanced firm_aum module with get_firm_aum_since_inception function
- Improved data presentation for financial reporting
### 0.3.3 (2025-05-13)
- Added firm_aum module for company AUM time series analysis
- Implemented currency conversion features (KRW to USD)
- Improved function naming for better code readability
- Enhanced time series data handling capabilities
### 0.3.2 (2025-04-24)
- Added portfolio retrieval functionality with MongoDB integration
- Implemented Portfolio class for easy fund portfolio management
- Enhanced data fetching capabilities for portfolio analysis
### 0.3.1 (2025-04-24)
- Added fund type classification functions for retrieving fund codes by investment type
- Improved code organization with dedicated constants modules
- Refactored class-based fund code functions for better consistency
### 0.3.0 (2025-04-24)
- Fixed critical bug in `get_df_funds_main` function that incorrectly filtered class funds
- Improved stability and reliability of fund classification functions
- Major version bump for API stability
### 0.2.9 (2025-04-24)
- Restructured fund code classification into dedicated submodules
- Added division-based fund code retrieval functions
- Improved organization with constants separation for better maintainability
### 0.2.8 (2025-04-24)
- Added new `fund_data_retriever` module with fund code classification functions
- Enhanced MongoDB utilities with snapshot data retrieval functions
- Added fund code application utilities for better fund classification
### 0.2.7 (2025-04-19)
- Added `get_mapping_fund_names` to top-level imports for easier access
- Improved method accessibility for common mapping functions
### 0.2.6 (2025-04-19)
- requirements.txt is now automatically reflected in setup.py's install_requires (single-source dependency management)
- Expanded transform_data_to_df with new options and flexibility
- Various module enhancements and bug fixes
### 0.1.3
- Added MongoDB integration
- Added `mongodb_retriever` module for MongoDB data access
- Added fund name mapping from MongoDB data source
- Added `menu2205_retriever` module for specific fund data retrieval
- Added dependency on `mongodb_controller` and `shining_pebbles` packages
### 0.1.2
- Added `get_mapping_fund_names` to top-level imports for easier access
### 0.1.1
- Enhanced fund code utilities
- Added mapping functions by fund type, class, and division
- Added FUND_CLASSES and FUND_TYPES constants
- Added pseudo_consts.py for future use
- Fixed date_ref parameter handling in division mapping functions
- Improved code organization and type hints
### 0.1.0 (Initial Release)
- Basic fund code management functionality
- Fund type-based retrieval
- Fund class-based retrieval
- Division-based management
- AWS S3 integration
- Financial dataset preprocessing integration
## License
This project is licensed under the MIT License.
## Author
**June Young Park**
AI Management Development Team Lead & Quant Strategist at LIFE Asset Management
LIFE Asset Management is a hedge fund management firm that integrates value investing and engagement strategies with quantitative approaches and financial technology, headquartered in Seoul, South Korea.
## Contact
- Email: juneyoungpaak@gmail.com
- Location: TWO IFC, Yeouido, Seoul
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"description": "# Fund Insight Engine\n\nA Python package providing utility functions for fund code management and analysis. This package helps streamline the process of handling fund-related data and provides insights into fund operations.\n\n## Features\n\n- Fund code retrieval and validation\n - Support for various fund types (equity, mixed, bond, etc.)\n - Fund class categorization (mother fund, general, class fund)\n - Division-based fund code management\n- Integration with financial dataset preprocessing\n- AWS S3 integration for data storage\n\n## Installation\n\nYou can install the package using pip:\n\n```bash\npip install fund-insight-engine\n```\n\n## Requirements\n\n- financial_dataset_preprocessor>=0.3.7\n- aws_s3_controller>=0.7.5\n- mongodb_controller>=0.2.5\n- universal_timeseries_transformer>=0.1.6\n\n## Usage\n\n```python\nfrom fund_insight_engine import fund_codes_retriever\n\n# Get fund codes by type\nequity_funds = fund_codes_retriever.get_fund_codes_equity_type()\nmixed_funds = fund_codes_retriever.get_fund_codes_equity_mixed_type()\n\n# Get fund codes by class\nmother_funds = fund_codes_retriever.get_fund_codes_mother()\nclass_funds = fund_codes_retriever.get_fund_codes_class()\n\n# Get fund names mapping\nfund_names = fund_codes_retriever.get_mapping_fund_names_main()\n```\n\n## Version History\n\n### 0.8.1 (2025-07-03)\n\n- Added additional market indices (Asia, ETC1) for benchmark comparison\n- Added compound indices functionality\n- Added trust fund codes module\n- Updated dependencies to support enhanced index operations\n\n### 0.8.0 (2025-06-26)\n\n- Added fund_utils.py with enhanced fund data processing utilities\n- Improved date reference handling in fund configuration modules\n- Updated benchmark names in API utilities\n- Enhanced timeseries data processing\n\n### 0.7.9 (2025-06-23)\n\n- Fixed date reference selection logic to use fund-specific data\n- Updated benchmark names in API utilities\n- Improved data retrieval efficiency\n\n### 0.7.8 (2025-06-21)\n\n- Fixed function naming in server_api module to prevent confusion\n- Improved API function clarity\n\n### 0.7.7 (2025-06-21)\n\n- Added legacy web server API functions in server_api module\n- Added utility functions for API data transformation\n\n### 0.7.6 (2025-06-20)\n\n- Fixed package installation issue by including requirements.txt in the package\n- Same features as 0.7.5\n\n### 0.7.5 (2025-06-20)\n\n- Updated dependency version for universal_timeseries_transformer to 0.2.7\n- Updated dependency version for timeseries_performance_calculator to 0.2.2\n- Enhanced data output modules for future feature additions\n\n### 0.7.4 (2025-06-01)\n\n- Fixed critical issue with package structure\n- Reverted unintended code additions\n\n### 0.7.3 (2025-06-01)\n\n- [DEPRECATED] This version contains errors and should not be used\n\n### 0.7.2 (2025-05-30)\n\n- Updated dependency version for universal_timeseries_transformer to 0.1.5\n- Added columns_ref property to Fund class for convenient column reference\n\n### 0.7.1 (2025-05-30)\n\n- Enhanced timeseries functionality with price extension to previous date\n- Added constants for fund price column name and initial default price\n- Improved import structure for better code organization\n\n### 0.7.0 (2025-05-30)\n\n- Major architectural update with Fund class implementation\n- Comprehensive API for accessing all fund-related data\n- Streamlined data pipeline for efficient fund data retrieval\n- Enhanced integration between different data sources\n- Improved code structure and organization\n\n### 0.6.3 (2025-05-28)\n\n- Added market data retrieval functionality with Bloomberg tickers\n- Implemented global currency, bond, and index data retrieval\n- Reorganized benchmark retrieval into market_retriever module\n\n### 0.6.2 (2025-05-27)\n\n- Added portfolio snapshot retrieval functionality\n- Implemented functions to get all fund portfolios at a specific date\n\n### 0.6.1 (2025-05-27)\n\n- Fixed portfolio customizer to preserve original DataFrame\n- Corrected parameter naming in portfolio fetcher functions\n\n### 0.6.0 (2025-05-27)\n\n- Enhanced portfolio data retrieval with new data source (menu2206)\n- Added stock portion retrieval functionality\n- Improved portfolio customization capabilities\n- Updated dependency requirements\n\n### 0.5.10 (2025-05-26)\n\n- Modified fund price retrieval to maintain string date format\n- Optimized data processing for better compatibility with existing systems\n- Removed unnecessary data transformation\n\n### 0.5.9 (2025-05-26)\n\n- Added fund price retrieval functionality\n- Enhanced time series data processing with datetime conversion\n- Added multi-fund price retrieval capability\n\n### 0.5.8 (2025-05-26)\n\n- Added benchmark retrieval functionality (KOSPI, KOSDAQ, KOSPI200)\n- Restructured fund mapping modules for better organization\n- Improved fund division constants and mapping structure\n\n### 0.5.7 (2025-05-20)\n\n- Enhanced fund mapping functionality with priority-based mappings\n- Added new utility function for filtering mappings\n- Improved mapping organization for better code maintainability\n\n### 0.5.6 (2025-05-20)\n\n- Refactored timeseries data transformation logic\n- Improved code organization in timeseries_manager module\n- Enhanced data processing efficiency\n\n### 0.5.5 (2025-05-20)\n\n- Fixed minor bugs in portfolio module\n- Improved error handling in timeseries_manager\n- Enhanced code stability and performance\n\n### 0.5.4 (2025-05-19)\n\n- Enhanced timeseries module with additional fund data fields\n- Added dedicated timeseries_manager module for improved data management\n- Expanded fund data analysis capabilities with more metrics\n- Reorganized module structure for better maintainability\n\n### 0.5.3 (2025-05-19)\n\n- Restructured module organization for better extensibility\n- Renamed modules to prevent potential naming conflicts\n- Improved import paths for cleaner code structure\n\n### 0.5.2 (2025-05-19)\n\n- Added time series query class (timeseries module)\n- Added Fund class (integrated time series and portfolio query)\n\n### 0.5.1 (2025-05-16)\n\n- Added `option_verbose` parameter to portfolio-related classes\n- Improved logging functionality\n\n### 0.5.0 (2025-05-16)\n\n- Enhanced fund mapping functions (mapping_classes, mapping_types, mappings_divisions, etc.)\n- Strengthened fund code and fund name mapping capabilities\n- Improved fund mapping module structure\n\n### 0.4.6 (2025-05-16)\n\n- Renamed module: changed `all` module to `all_funds`\n- Prevented name collision with Python standard library\n\n### 0.4.5 (2025-05-16)\n\n- Fixed portfolio data fetcher log output bug\n- Changed default options for portfolio data loading\n\n### 0.4.4 (2025-05-15)\n\n- Added empty result handling logic to fund information retrieval functions\n- Improved exception handling to return None when no data is found\n\n### 0.4.3 (2025-05-15)\n\n- Fixed MongoDB collection import path bug\n- Improved stability of fund information retrieval features\n\n### 0.4.2 (2025-05-15)\n\n- Fixed module import bug (added fund_info module)\n- Improved code stability\n\n### 0.4.1 (2025-05-15)\n\n- Added fund NAV, price, and AUM retrieval functions (get_fund_price, get_fund_nav, etc.)\n- Improved code structure and module reorganization\n- Optimized MongoDB data access\n\n### 0.4.0 (2025-05-14)\n\n- Added variable fund code search functionality (get_fund_codes_variable_main)\n- Cleaned up code and removed unnecessary comments\n- Optimized fund code classification by type\n\n### 0.3.9 (2025-05-14)\n\n- Added fund code classification functions by type (get_fund_codes_equity, get_fund_codes_equity_mixed, etc.)\n- Added type-based fund code search functionality combined with main fund filtering\n- Improved code structure and optimized inter-module dependencies\n\n### 0.3.8 (2025-05-14)\n\n- Improved fund name filtering functionality (added specific keyword exclusion)\n- Enhanced fund code search accuracy\n\n### 0.3.7 (2025-05-14)\n\n- Enhanced fund code management functionality\n- Improved code organization and documentation\n- Optimized performance for fund code retrieval functions\n\n### 0.3.4 (2025-05-13)\n\n- Added practical unit conversion for AUM data (KRW trillion, USD billion)\n- Enhanced firm_aum module with get_firm_aum_since_inception function\n- Improved data presentation for financial reporting\n\n### 0.3.3 (2025-05-13)\n\n- Added firm_aum module for company AUM time series analysis\n- Implemented currency conversion features (KRW to USD)\n- Improved function naming for better code readability\n- Enhanced time series data handling capabilities\n\n### 0.3.2 (2025-04-24)\n\n- Added portfolio retrieval functionality with MongoDB integration\n- Implemented Portfolio class for easy fund portfolio management\n- Enhanced data fetching capabilities for portfolio analysis\n\n### 0.3.1 (2025-04-24)\n\n- Added fund type classification functions for retrieving fund codes by investment type\n- Improved code organization with dedicated constants modules\n- Refactored class-based fund code functions for better consistency\n\n### 0.3.0 (2025-04-24)\n\n- Fixed critical bug in `get_df_funds_main` function that incorrectly filtered class funds\n- Improved stability and reliability of fund classification functions\n- Major version bump for API stability\n\n### 0.2.9 (2025-04-24)\n\n- Restructured fund code classification into dedicated submodules\n- Added division-based fund code retrieval functions\n- Improved organization with constants separation for better maintainability\n\n### 0.2.8 (2025-04-24)\n\n- Added new `fund_data_retriever` module with fund code classification functions\n- Enhanced MongoDB utilities with snapshot data retrieval functions\n- Added fund code application utilities for better fund classification\n\n### 0.2.7 (2025-04-19)\n\n- Added `get_mapping_fund_names` to top-level imports for easier access\n- Improved method accessibility for common mapping functions\n\n### 0.2.6 (2025-04-19)\n\n- requirements.txt is now automatically reflected in setup.py's install_requires (single-source dependency management)\n- Expanded transform_data_to_df with new options and flexibility\n- Various module enhancements and bug fixes\n\n### 0.1.3\n\n- Added MongoDB integration\n - Added `mongodb_retriever` module for MongoDB data access\n - Added fund name mapping from MongoDB data source\n - Added `menu2205_retriever` module for specific fund data retrieval\n - Added dependency on `mongodb_controller` and `shining_pebbles` packages\n\n### 0.1.2\n\n- Added `get_mapping_fund_names` to top-level imports for easier access\n\n### 0.1.1\n\n- Enhanced fund code utilities\n - Added mapping functions by fund type, class, and division\n - Added FUND_CLASSES and FUND_TYPES constants\n - Added pseudo_consts.py for future use\n - Fixed date_ref parameter handling in division mapping functions\n - Improved code organization and type hints\n\n### 0.1.0 (Initial Release)\n\n- Basic fund code management functionality\n - Fund type-based retrieval\n - Fund class-based retrieval\n - Division-based management\n- AWS S3 integration\n- Financial dataset preprocessing integration\n\n## License\n\nThis project is licensed under the MIT License.\n\n## Author\n\n**June Young Park**\nAI Management Development Team Lead & Quant Strategist at LIFE Asset Management\n\nLIFE Asset Management is a hedge fund management firm that integrates value investing and engagement strategies with quantitative approaches and financial technology, headquartered in Seoul, South Korea.\n\n## Contact\n\n- Email: juneyoungpaak@gmail.com\n- Location: TWO IFC, Yeouido, Seoul\n",
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