##############################################################################################
### [2025-07-30]

## Small fixes of logic;
## Changed format of manual_matching_issues document;

## MATCH SCORE:
# "total_cm_match_count_percent": 85.73,
# "equal_cm_match_count_percent": 63.35,
# "partial_cm_match_count_percent": 22.38,

# "total_match_count_percent": 29.6,
# "equal_match_count_percent": 21.87,
# "partial_match_count_percent": 7.73,

# "only_auto_match_count": 260016,
# "only_auto_match_percent": 65.12,

# "only_manual_match_count": 786,
# "only_manual_match_percent": 0.2,

##############################################################################################
### [2025-07-28]

## Implemented scores calculation logic;
## Added functionality for verifying manual matching;

## MATCH SCORE:
# "total_cm_match_count_percent": 85.57,
# "equal_cm_match_count_percent": 63.13,
# "partial_cm_match_count_percent": 22.44,

# "total_match_count_percent": 29.54,
# "equal_match_count_percent": 21.79,
# "partial_match_count_percent": 7.75,

# "only_auto_match_count": 260010,
# "only_auto_match_percent": 65.12,

# "only_manual_match_count": 794,
# "only_manual_match_percent": 0.2,

##############################################################################################
### [2025-06-26]

## Improved attributes extraction and matching for gift boxes, years, sours and colors;
## Implemented multiline items names extraction and matching;
## Improved brand matching;
## Added more alternative products to matching result;

## MATCH SCORE:
# "total_cm_match_count_percent": 71.91,
# "equal_cm_match_count_percent": 43.58,
# "partial_cm_match_count_percent": 28.33,

# "total_match_count_percent": 24.82,
# "equal_match_count_percent": 15.04,
# "partial_match_count_percent": 9.78,

# "only_auto_match_count": 246676,
# "only_auto_match_percent": 61.78,

# "only_manual_match_count": 5026,
# "only_manual_match_percent": 1.26,

##############################################################################################
### [2025-06-11]

## Implemeted changes in items names and brands matching logic;
## Integrated using of alternative product name while comparison;
## Implemented logic of using alternative brands while comparison;
## Implemeted multiprocessed parallel matching;

## MATCH SCORE:
# "total_cm_match_count_percent": 65.76,
# "equal_cm_match_count_percent": 42.59,
# "partial_cm_match_count_percent": 23.17,

# "total_match_count_percent": 22.7,
# "equal_match_count_percent": 14.7,
# "partial_match_count_percent": 8.0,

# "only_auto_match_count": 245385,
# "only_auto_match_percent": 61.46,

# "only_manual_match_count": 7106,
# "only_manual_match_percent": 1.78,

##############################################################################################
### [2025-05-30]

## Implemeted changes in items names and brands matching logic;
## Changed logic of brands unwrapping;
## Improved logic of names parsing;

## MATCH SCORE:
# "total_cm_match_count_percent": 56.29,
# "equal_cm_match_count_percent": 40.1,
# "partial_cm_match_count_percent": 16.19,

# "total_match_count_percent": 19.43,
# "equal_match_count_percent": 13.84,
# "partial_match_count_percent": 5.59,

# "only_auto_match_count": 261425,
# "only_auto_match_percent": 65.48,

# "only_manual_match_count": 2,
# "only_manual_match_percent": 0.0,

##############################################################################################
### [2025-05-26]

## Implemented changes in product type matching;
## Improved brands matching;
## Improved names parsing and matching;
## Added match scores "total_cm_match_count_percent", "equal_cm_match_count_percent" and "partial_cm_match_count_percent" 

## MATCH SCORE:
# "total_cm_match_count_percent": 49.1,
# "equal_cm_match_count_percent": 35.5,
# "partial_cm_match_count_percent": 13.6,

# "total_match_count_percent": 16.96,
# "equal_match_count_percent": 12.26,
# "partial_match_count_percent": 4.7,

# "only_auto_match_count": 209662,
# "only_auto_match_count_percent": 52.51, 

# "only_manual_match_count": 31175,
# "only_manual_match_count_percent": 7.8


##############################################################################################
### [2025-05-20]

## Added support of SoundEx for brands matching;
## Added matching score funtionality (improved version of previous match judge function);
## Added "match_score" function to API that allows to perform match scoring using API request;

## MATCH SCORE:
# "total_match_count_percent": 14.76
# "equal_match_count_percent": 10.86
# "partial_match_count_percent": 3.9
# "only_auto_match_count_percent": 41.3
# "only_manual_match_count": 9.3


##############################################################################################
### [2025-05-18]

## Initial commit;

## MATCH SCORE:
# "total_match_count_percent": 14.46
# "equal_match_count_percent": 10.84
# "partial_match_count_percent": 3.62
# "only_auto_match_count_percent": 41.17
# "only_manual_match_count": 9.6