데이터 시각화 도구 소개와 한글폰트 설정 에러
미해결
파이썬 증권 데이터 수집과 분석으로 신호와 소음 찾기
데이터 시각화 도구 소개와 한글폰트 설정 에러 위에 강좌를 실습 중에 에러가 발생합니다. 우분투, 주피터노트북 사용, 나눔바른고딕 폰트 있습니다. 도와주세요!!!! 1. 우분투에 나눔바른고딕 폰트 있음: 제가 실습하는 환경 (base) root@gd-virtual-machine:/usr/share/fonts/truetype/nanum# lsb_release -d Description: Ubuntu 20.04.4 LTS (base) root@gd-virtual-machine:/usr/share/fonts/truetype/nanum# (base) root@gd-virtual-machine:/usr/share/fonts/truetype/nanum# (base) root@gd-virtual-machine:/usr/share/fonts/truetype/nanum# ls NanumBarunGothic.ttf NanumBarunGothic.ttf (base) root@gd-virtual-machine:/usr/share/fonts/truetype/nanum# 2. 에러 발생(강의 코드) def get_font_family(): import platform system_name = platform.system() if system_name == "Darwin" : font_family = "AppleGothic" elif system_name == "Windows": font_family = "Malgun Gothic" else: import matplotlib.font_manager as fm fontpath = '/usr/share/fonts/truetype/nanum/NanumBarunGothic.ttf' font = fm.FontProperties(fname=fontpath, size=9) fm._rebuild() font_family = "NanumBarunGothic" return font_family AttributeError Traceback (most recent call last) /tmp/ipykernel_1662/385091406.py in <module> ----> 1 get_font_family() /tmp/ipykernel_1662/3056356644.py in get_font_family() 11 fontpath = '/usr/share/fonts/truetype/nanum/NanumBarunGothic.ttf' 12 font = fm.FontProperties(fname=fontpath, size=9) ---> 13 fm._rebuild() 14 font_family = "NanumBarunGothic" 15 return font_family AttributeError: module 'matplotlib.font_manager' has no attribute '_rebuild' 3. 에러 발생(수업자료 소스 코드) def get_font_family(): """ 시스템 환경에 따른 기본 폰트명을 반환하는 함수 """ import platform system_name = platform.system() if system_name == "Darwin" : font_family = "AppleGothic" elif system_name == "Windows": font_family = "Malgun Gothic" else: # Linux(colab) !apt-get install fonts-nanum -qq > /dev/null !fc-cache -fv import matplotlib as mpl mpl.font_manager._rebuild() findfont = mpl.font_manager.fontManager.findfont mpl.font_manager.findfont = findfont mpl.backends.backend_agg.findfont = findfont font_family = "NanumBarunGothic" return font_family /usr/share/fonts: caching, new cache contents: 0 fonts, 6 dirs /usr/share/fonts/X11: caching, new cache contents: 0 fonts, 4 dirs /usr/share/fonts/X11/Type1: caching, new cache contents: 8 fonts, 0 dirs /usr/share/fonts/X11/encodings: caching, new cache contents: 0 fonts, 1 dirs /usr/share/fonts/X11/encodings/large: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/X11/misc: caching, new cache contents: 89 fonts, 0 dirs /usr/share/fonts/X11/util: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/cMap: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/cmap: caching, new cache contents: 0 fonts, 5 dirs /usr/share/fonts/cmap/adobe-cns1: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/cmap/adobe-gb1: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/cmap/adobe-japan1: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/cmap/adobe-japan2: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/cmap/adobe-korea1: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/opentype: caching, new cache contents: 0 fonts, 3 dirs /usr/share/fonts/opentype/malayalam: caching, new cache contents: 7 fonts, 0 dirs /usr/share/fonts/opentype/noto: caching, new cache contents: 28 fonts, 0 dirs /usr/share/fonts/opentype/urw-base35: caching, new cache contents: 35 fonts, 0 dirs /usr/share/fonts/truetype: caching, new cache contents: 0 fonts, 50 dirs /usr/share/fonts/truetype/Gargi: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/Gubbi: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/Nakula: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/Navilu: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/Sahadeva: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/Sarai: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/abyssinica: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/arphic: caching, new cache contents: 0 fonts, 0 dirs /usr/share/fonts/truetype/dejavu: caching, new cache contents: 6 fonts, 0 dirs /usr/share/fonts/truetype/droid: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/fonts-beng-extra: caching, new cache contents: 6 fonts, 0 dirs /usr/share/fonts/truetype/fonts-deva-extra: caching, new cache contents: 3 fonts, 0 dirs /usr/share/fonts/truetype/fonts-gujr-extra: caching, new cache contents: 5 fonts, 0 dirs /usr/share/fonts/truetype/fonts-guru-extra: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/fonts-kalapi: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/fonts-orya-extra: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/fonts-telu-extra: caching, new cache contents: 2 fonts, 0 dirs /usr/share/fonts/truetype/fonts-yrsa-rasa: caching, new cache contents: 10 fonts, 0 dirs /usr/share/fonts/truetype/freefont: caching, new cache contents: 12 fonts, 0 dirs /usr/share/fonts/truetype/kacst: caching, new cache contents: 15 fonts, 0 dirs /usr/share/fonts/truetype/kacst-one: caching, new cache contents: 2 fonts, 0 dirs /usr/share/fonts/truetype/lao: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/liberation: caching, new cache contents: 16 fonts, 0 dirs /usr/share/fonts/truetype/liberation2: caching, new cache contents: 12 fonts, 0 dirs /usr/share/fonts/truetype/lohit-assamese: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-bengali: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-devanagari: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-gujarati: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-kannada: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-malayalam: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-oriya: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-punjabi: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-tamil: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-tamil-classical: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lohit-telugu: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/lyx: caching, new cache contents: 11 fonts, 0 dirs /usr/share/fonts/truetype/malayalam: caching, new cache contents: 10 fonts, 0 dirs /usr/share/fonts/truetype/nanum: caching, new cache contents: 31 fonts, 0 dirs /usr/share/fonts/truetype/noto: caching, new cache contents: 2 fonts, 0 dirs /usr/share/fonts/truetype/openoffice: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/padauk: caching, new cache contents: 4 fonts, 0 dirs /usr/share/fonts/truetype/pagul: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/samyak: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/samyak-fonts: caching, new cache contents: 3 fonts, 0 dirs /usr/share/fonts/truetype/sinhala: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/tibetan-machine: caching, new cache contents: 1 fonts, 0 dirs /usr/share/fonts/truetype/tlwg: caching, new cache contents: 58 fonts, 0 dirs /usr/share/fonts/truetype/ttf-bitstream-vera: caching, new cache contents: 10 fonts, 0 dirs /usr/share/fonts/truetype/ttf-khmeros-core: caching, new cache contents: 2 fonts, 0 dirs /usr/share/fonts/truetype/ubuntu: caching, new cache contents: 14 fonts, 0 dirs /usr/share/fonts/type1: caching, new cache contents: 0 fonts, 1 dirs /usr/share/fonts/type1/urw-base35: caching, new cache contents: 35 fonts, 0 dirs /root/anaconda3/fonts: skipping, no such directory /root/.local/share/fonts: skipping, no such directory /root/.fonts: skipping, no such directory /usr/share/fonts/X11: skipping, looped directory detected /usr/share/fonts/cMap: skipping, looped directory detected /usr/share/fonts/cmap: skipping, looped directory detected /usr/share/fonts/opentype: skipping, looped directory detected /usr/share/fonts/truetype: skipping, looped directory detected /usr/share/fonts/type1: skipping, looped directory detected /usr/share/fonts/X11/Type1: skipping, looped directory detected /usr/share/fonts/X11/encodings: skipping, looped directory detected /usr/share/fonts/X11/misc: skipping, looped directory detected /usr/share/fonts/X11/util: skipping, looped directory detected /usr/share/fonts/cmap/adobe-cns1: skipping, looped directory detected /usr/share/fonts/cmap/adobe-gb1: skipping, looped directory detected /usr/share/fonts/cmap/adobe-japan1: skipping, looped directory detected /usr/share/fonts/cmap/adobe-japan2: skipping, looped directory detected /usr/share/fonts/cmap/adobe-korea1: skipping, looped directory detected /usr/share/fonts/opentype/malayalam: skipping, looped directory detected /usr/share/fonts/opentype/noto: skipping, looped directory detected /usr/share/fonts/opentype/urw-base35: skipping, looped directory detected /usr/share/fonts/truetype/Gargi: skipping, looped directory detected /usr/share/fonts/truetype/Gubbi: skipping, looped directory detected /usr/share/fonts/truetype/Nakula: skipping, looped directory detected /usr/share/fonts/truetype/Navilu: skipping, looped directory detected /usr/share/fonts/truetype/Sahadeva: skipping, looped directory detected /usr/share/fonts/truetype/Sarai: skipping, looped directory detected /usr/share/fonts/truetype/abyssinica: skipping, looped directory detected /usr/share/fonts/truetype/arphic: skipping, looped directory detected /usr/share/fonts/truetype/dejavu: skipping, looped directory detected /usr/share/fonts/truetype/droid: skipping, looped directory detected /usr/share/fonts/truetype/fonts-beng-extra: skipping, looped directory detected /usr/share/fonts/truetype/fonts-deva-extra: skipping, looped directory detected /usr/share/fonts/truetype/fonts-gujr-extra: skipping, looped directory detected /usr/share/fonts/truetype/fonts-guru-extra: skipping, looped directory detected /usr/share/fonts/truetype/fonts-kalapi: skipping, looped directory detected /usr/share/fonts/truetype/fonts-orya-extra: skipping, looped directory detected /usr/share/fonts/truetype/fonts-telu-extra: skipping, looped directory detected /usr/share/fonts/truetype/fonts-yrsa-rasa: skipping, looped directory detected /usr/share/fonts/truetype/freefont: skipping, looped directory detected /usr/share/fonts/truetype/kacst: skipping, looped directory detected /usr/share/fonts/truetype/kacst-one: skipping, looped directory detected /usr/share/fonts/truetype/lao: skipping, looped directory detected /usr/share/fonts/truetype/liberation: skipping, looped directory detected /usr/share/fonts/truetype/liberation2: skipping, looped directory detected /usr/share/fonts/truetype/lohit-assamese: skipping, looped directory detected /usr/share/fonts/truetype/lohit-bengali: skipping, looped directory detected /usr/share/fonts/truetype/lohit-devanagari: skipping, looped directory detected /usr/share/fonts/truetype/lohit-gujarati: skipping, looped directory detected /usr/share/fonts/truetype/lohit-kannada: skipping, looped directory detected /usr/share/fonts/truetype/lohit-malayalam: skipping, looped directory detected /usr/share/fonts/truetype/lohit-oriya: skipping, looped directory detected /usr/share/fonts/truetype/lohit-punjabi: skipping, looped directory detected /usr/share/fonts/truetype/lohit-tamil: skipping, looped directory detected /usr/share/fonts/truetype/lohit-tamil-classical: skipping, looped directory detected /usr/share/fonts/truetype/lohit-telugu: skipping, looped directory detected /usr/share/fonts/truetype/lyx: skipping, looped directory detected /usr/share/fonts/truetype/malayalam: skipping, looped directory detected /usr/share/fonts/truetype/nanum: skipping, looped directory detected /usr/share/fonts/truetype/noto: skipping, looped directory detected /usr/share/fonts/truetype/openoffice: skipping, looped directory detected /usr/share/fonts/truetype/padauk: skipping, looped directory detected /usr/share/fonts/truetype/pagul: skipping, looped directory detected /usr/share/fonts/truetype/samyak: skipping, looped directory detected /usr/share/fonts/truetype/samyak-fonts: skipping, looped directory detected /usr/share/fonts/truetype/sinhala: skipping, looped directory detected /usr/share/fonts/truetype/tibetan-machine: skipping, looped directory detected /usr/share/fonts/truetype/tlwg: skipping, looped directory detected /usr/share/fonts/truetype/ttf-bitstream-vera: skipping, looped directory detected /usr/share/fonts/truetype/ttf-khmeros-core: skipping, looped directory detected /usr/share/fonts/truetype/ubuntu: skipping, looped directory detected /usr/share/fonts/type1/urw-base35: skipping, looped directory detected /usr/share/fonts/X11/encodings/large: skipping, looped directory detected /root/anaconda3/var/cache/fontconfig: cleaning cache directory /root/.cache/fontconfig: not cleaning non-existent cache directory /root/.fontconfig: not cleaning non-existent cache directory fc-cache: succeeded --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) /tmp/ipykernel_1662/385091406.py in <module> ----> 1 get_font_family() /tmp/ipykernel_1662/3296694249.py in get_font_family() 16 17 import matplotlib as mpl ---> 18 mpl.font_manager._rebuild() 19 findfont = mpl.font_manager.fontManager.findfont 20 mpl.font_manager.findfont = findfont AttributeError: module 'matplotlib.font_manager' has no attribute '_rebuild'
- 데이터시각화
- 한글폰트
- pandas
- 우분투
- python
- 웹-크롤링
- 파이썬
- numpy
- seaborn
- matplotlib
- 웹 스크래핑
- plotly