sparkplus

GIS package for sparkplus


Keywords
spark, geo
License
MIT
Install
pip install sparkplus==1.3.0

Documentation

SparkPlus

Spark+๋Š” H3, ์œ„/๊ฒฝ๋„ ์ขŒํ‘œ ๋“ฑ์˜ ๊ณต๊ฐ„ ์ •๋ณด๋ฅผ ๊ตญ๋‚ด ์ฃผ์†Œ์ฒด๊ณ„(์‹ ์ฃผ์†Œ/๊ตฌ์ฃผ์†Œ)์™€ ํ•จ๊ป˜ ์ฒ˜๋ฆฌํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•˜๋Š” Package์ž…๋‹ˆ๋‹ค.

Spark+ ์ „์ฒด ์•„ํ‚คํ…์ฒ˜

Setup

๊ฐœ๋ฐœ์ž ๊ฐ€์ด๋“œ ์ฐธ๊ณ 

  • Spark+๋Š” PyPI์— ๋ฐฐํฌ๋˜์–ด ์žˆ์œผ๋ฉฐ, ๋‹ค์Œ ์ปค๋งจ๋“œ๋กœ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
$ pip install sparkplus
  • ์„ค์น˜ ํ›„์— importํ•˜์—ฌ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
from sparkplus.core import CoordDataFrame, RoadnameDataFrame, NumAddrDataFrame

Class

CoordDataFrame

์œ„์น˜ ์ขŒํ‘œ๋ฅผ ํฌํ•จํ•˜๋Š” ๋ฐ์ดํ„ฐํ”„๋ ˆ์ž„์„ ์ฃผ์†Œ์ฒด๊ณ„ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์™€ ์—ฐ๋™ํ•˜์—ฌ pnu์ฝ”๋“œ, h3, ์šฐํŽธ๋ฒˆํ˜ธ, ๋ฒ•์ •๋™์ฝ”๋“œ, ๋„๋กœ๋ช…์ฃผ์†Œ(์‹œ๋„/์‹œ๊ตฐ๊ตฌ/์๋ฉด๋™/๋ฒ•์ •๋ฆฌ/๋„๋กœ๋ช…/์ง€ํ•˜์—ฌ๋ถ€/๊ฑด๋ฌผ ๋ณธ๋ฒˆ/๊ฑด๋ฌผ ๋ถ€๋ฒˆ), ๋„๋กœ๋ช…์ฃผ์†Œ(์ „์ฒด), ์ง€๋ฒˆ์ฃผ์†Œ(์‹œ๋„/์‹œ๊ตฐ๊ตฌ/์๋ฉด๋™/๋ฒ•์ •๋ฆฌ/์ง€๋ฒˆ ๋ณธ๋ฒˆ/์ง€๋ฒˆ ๋ถ„๋ฒˆ) ๋“ฑ์˜ ์ปฌ๋Ÿผ์„ ์ถ”๊ฐ€ํ•ฉ๋‹ˆ๋‹ค.

coord_df = CoordDataFrame(source_df, geo_df, table_df, x_colname, y_colname)
์œ„๋„ ๊ฒฝ๋„ PNU manage_number roadname_code zipcode sido sigungu eupmyeondong bupjungli roadname is_basement building_primary_number building_secondary_number jibun_primary_number jibun_secondary_number bupjungdong_code
35.86341579 128.6024286 2711010600101990000 27110106001000300... 271103007017 41940 ๋Œ€๊ตฌ๊ด‘์—ญ์‹œ ์ค‘๊ตฌ ์‚ผ๋•๋™2๊ฐ€ ๊ณตํ‰๋กœ 0 46 0 3 4 2711010600
35.86516734 128.6105401 2711010700103790000 27110107001003100... 271104223055 41945 ๋Œ€๊ตฌ๊ด‘์—ญ์‹œ ์ค‘๊ตฌ ์‚ผ๋•๋™3๊ฐ€ ๋‹ฌ๊ตฌ๋ฒŒ๋Œ€๋กœ443๊ธธ 0 62 16 31 2 2711010700
35.86927185 128.5937782 2711011700101200003 27110115001008500... 271102007001 41909 ๋Œ€๊ตฌ๊ด‘์—ญ์‹œ ์ค‘๊ตฌ ๋‚จ์ผ๋™ ์ค‘์•™๋Œ€๋กœ 1 424 0 143 1 2711011700

RoadnameDataFrame

๋น„์ •ํ˜• ๋„๋กœ๋ช…์ฃผ์†Œ๋ฅผ ํฌํ•จํ•˜๋Š” ๋ฐ์ดํ„ฐํ”„๋ ˆ์ž„์„ ์ฃผ์†Œ์ฒด๊ณ„ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค์™€ ์—ฐ๋™ํ•˜์—ฌ ๋ถ„์„ ๋ฐ ์‹œ๊ฐํ™”ํ•  ์ˆ˜ ์žˆ๋Š” ํ˜•ํƒœ๋กœ ์ „์ฒ˜๋ฆฌํ•œ ์‹œ๋„, ์‹œ๊ตฐ๊ตฌ, ์๋ฉด๋™, ๋„๋กœ๋ช…, ๊ฑด๋ฌผ ๋ณธ๋ฒˆ, ๋ฒ•์ •๋™์ฝ”๋“œ ๋“ฑ์˜ ์ปฌ๋Ÿผ์„ ์ถ”๊ฐ€ํ•ฉ๋‹ˆ๋‹ค.

roadname_df = RoadnameDataFrame(source_df)
target sido sigungu roadname building_primary_number bupjungdong_code
๊ฒฝ๊ธฐ๋„ ์•ˆ์‚ฐ์‹œ ๋‹จ์›๊ตฌ ํ•ด๋ด‰๋กœ 137 ๊ฒฝ๊ธฐ๋„ ์•ˆ์‚ฐ์‹œ ๋‹จ์›๊ตฌ ํ•ด๋ด‰๋กœ 137 4128112400
๊ฒฝ๊ธฐ๋„ ์ˆ˜์›์‹œ ์žฅ์•ˆ๊ตฌ ๊ฒฝ์ˆ˜๋Œ€๋กœ 1079 ๊ฒฝ๊ธฐ๋„ ์ˆ˜์›์‹œ ์žฅ์•ˆ๊ตฌ ๊ฒฝ์ˆ˜๋Œ€๋กœ 1079 4128111800
๊ฒฝ๊ธฐ๋„ ์•ˆ์‚ฐ์‹œ ์ƒ๋ก๊ตฌ ์–‘๋‹ฌ๋ง๊ธธ 93-7 ๊ฒฝ๊ธฐ๋„ ์•ˆ์‚ฐ์‹œ ์ƒ๋ก๊ตฌ ์–‘๋‹ฌ๋ง๊ธธ 93 4128101100

LICENSE

MIT