diff --git a/README.md b/README.md index daae5ea374f6ac3b19fc75c6f8f78cc13a74f42d..63bf679b2646c1e048859a39d9a0a4166d5773cf 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,8 @@ ---- -title: Assignment 1 JeffeuxMartin -emoji: 📉 -colorFrom: red -colorTo: red -sdk: streamlit -sdk_version: 1.10.0 -app_file: app.py -pinned: false ---- +# PTT 搜尋分析工具 ver 0.1 (modified from **`ckip-cwn-app`**) -Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference +[![Open in Visual Studio Code](https://classroom.github.com/assets/open-in-vscode-c66648af7eb3fe8bc4f294546bfd86ef473780cde1dea487d3c4ff354943c9ae.svg)](https://classroom.github.com/online_ide?assignment_repo_id=8767745&assignment_repo_type=AssignmentRepo) + +## Basic Information +* 學號：R09942097 +* 姓名：陳建成 +* Streamlit cloud link: https://jeffeuxmartin-assignment-1-jeffeuxmartin-twnlp-appsrcapp-8mil4y.streamlitapp.com/ diff --git a/crawler_jeff/jeff_crawler_ver1.py b/crawler_jeff/jeff_crawler_ver1.py new file mode 100644 index 0000000000000000000000000000000000000000..71ab70de7ef3dc0fbf67e1fae67a93bc03713124 --- /dev/null +++ b/crawler_jeff/jeff_crawler_ver1.py @@ -0,0 +1,99 @@ + +# -*- coding: utf-8 -*- +""" +Created on Fri May 29 00:38:13 2020 +@author: ASUS +""" + + +# 導入 模組(module) +import requests +# 導入 BeautifulSoup 模組(module)：解析HTML 語法工具 +import bs4 + +# 文章連結 +# URL = "https://www.ptt.cc/bbs/Gossiping/M.1590678355.A.246.html" +URL = """https://www.ptt.cc/bbs/Gossiping/index.html""" + + + +from urllib.parse import urlparse + +def get_host(URL): + parsed_uri = urlparse(URL) + result = "{uri.scheme}://{uri.netloc}/".format(uri=parsed_uri) + return result + + +def proc(ch, HOSTNAME): + try: + [title_a] = ch.select('.title' )[0].select('a') + except ValueError as err: + return + + return dict( + title= title_a.getText(), + link= HOSTNAME + '/' + title_a.attrs['href'], + author=ch.select('.author')[0].getText(), + date= ch.select('.date' )[0].getText(), + ) + + +def getall(URL): + HOSTNAME = get_host(URL) + + + # 設定Header與Cookie + # my_headers = {'cookie': 'over18=1;'} + cookies = { + 'over18': '1' +} + + # 發送get 請求 到 ptt 八卦版 + response = requests.get(URL, + # headers = my_headers + cookies=cookies + ) + + + # 把網頁程式碼(HTML) 丟入 bs4模組分析 + soup = bs4.BeautifulSoup(response.text,"html.parser") + + all_articles = soup.find("div", class_="r-list-container action-bar-margin bbs-screen") + mu = [] + for ch in all_articles.children: # .select('div'): + if isinstance(ch, bs4.element.Tag): + if ch.attrs['class'] == ['r-ent']: + output = proc(ch, HOSTNAME) + if output: + mu.append(output) + elif ch.attrs['class'] == ['r-list-sep']: + break + + + buttons = soup.select('a.btn.wide') + prev_page, next_page = None, None + for button in buttons: + if '上頁' in button.getText(): + if 'disabled' not in button.attrs['class']: + prev_page = HOSTNAME + '/' + button.attrs['href'] + else: + prev_page = None + if '下頁' in button.getText(): + if 'disabled' not in button.attrs['class']: + next_page = HOSTNAME + '/' + button.attrs['href'] + else: + next_page = None + + return mu, prev_page, next_page + + +URL = """https://www.ptt.cc/bbs/Gossiping/index.html""" +RR = [] +from tqdm import tqdm +for iiii in tqdm(range(100)): + res, prev_, next_ = getall(URL) + print(res[0]["date"], end='\t') + print(res[-1]["date"]) + URL = prev_ + RR.extend(res) \ No newline at end of file diff --git a/crawler_jeff/jeff_crawler_ver2.py b/crawler_jeff/jeff_crawler_ver2.py new file mode 100644 index 0000000000000000000000000000000000000000..8eff449e18017c76289319b6444691febd57d37a --- /dev/null +++ b/crawler_jeff/jeff_crawler_ver2.py @@ -0,0 +1,44 @@ +from PyPtt import PTT +ptt_bot = PTT.API() +ptt_bot.login('jeffchen111', 'ntuee111') + +def cc(RESRES): + def crawl_handler(post_info): + + if post_info.delete_status != PTT.data_type.post_delete_status.NOT_DELETED: + if post_info.delete_status == PTT.data_type.post_delete_status.MODERATOR: + # print(f"[板主刪除][{post_info.author}]") + pass + elif post_info.delete_status == PTT.data_type.post_delete_status.AUTHOR: + # print(f"[作者刪除][{post_info.author}]") + pass + elif post_info.delete_status == PTT.data_type.post_delete_status.UNKNOWN: + # print(f"[不明刪除]") + pass + return + + # print(f"[{post_info.aid}][{post_info.title}]") + # return post_info + PP = dict( + aid=post_info.aid, + index=post_info.index, + web_url=post_info.web_url, + title=post_info.title, + ) + RESRES.append(PP) + return crawl_handler + + +boardname = "Gossiping" +newest = ptt_bot.get_newest_index(PTT.data_type.index_type.BBS, boardname) +RESRES = [] +error_post_list, del_post_list = ptt_bot.crawl_board( + PTT.data_type.crawl_type.BBS, + # crawl_handler, + cc(RESRES), + boardname, + start_index=newest - 1000 * 2, + end_index=newest, # - 100 * 2, + # Optional + query=True, +) diff --git a/data/corpus.json b/data/corpus.json new file mode 100644 index 0000000000000000000000000000000000000000..9807ef6eaf3d587167adf5d3d130399370bb6d67 --- /dev/null +++ b/data/corpus.json @@ -0,0 +1,11624 @@ +[ + { + "aid": "1ZHHEmtg", + "index": 780347, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471408.A.DEA.html", + "title": "R: [新聞] 遭點名缺席立院會議 鄭運鵬：因選舉質詢" + }, + { + "aid": "1ZHHF1aj", + "index": 780348, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471425.A.92D.html", + "title": "[新聞] 快訊／國台辦回應蔡英文雙十演說：這篇" + }, + { + "aid": "1ZHHGYvu", + "index": 780349, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471522.A.E78.html", + "title": "R: [問卦] 為啥日男上班族做得到台男做不到" + }, + { + "aid": "1ZHHH8_g", + "index": 780350, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471560.A.FEA.html", + "title": "[問卦] 政治系最頂的薪水是多少？" + }, + { + "aid": "1ZHHIEOJ", + "index": 780351, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471630.A.613.html", + "title": "[問卦] 世紀帝國2好玩 但一場好久 怎辦？" + }, + { + "aid": "1ZHHJtgB", + "index": 780352, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471735.A.A8B.html", + "title": "[問卦] 研1一學期修18學分是不是天才" + }, + { + "aid": "1ZHHJuvC", + "index": 780353, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471736.A.E4C.html", + "title": "R: [問卦] 請問這真的是警政署的簡訊？" + }, + { + "aid": "1ZHHKb-e", + "index": 780354, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471781.A.FA8.html", + "title": "R: [問卦] 為啥日本橘高校做得到北一女做不到" + }, + { + "aid": "1ZHHKe9J", + "index": 780355, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665471784.A.253.html", + "title": "R: [問卦] 花粉裡竟吃到員工腳皮？" + }, + { + "aid": "1ZHHPQbz", + "index": 780356, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472090.A.97D.html", + "title": "R: [問卦] 台灣確定不升息？" + }, + { + "aid": "1ZHHPmUG", + "index": 780357, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472112.A.790.html", + "title": "[問卦] 假設美國爸爸真的要炸台積" + }, + { + "aid": "1ZHHQ7IX", + "index": 780358, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472135.A.4A1.html", + "title": "R: [問卦] 為什麼七年級,會這麼愛抱怨？" + }, + { + "aid": "1ZHHQvSA", + "index": 780359, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472185.A.70A.html", + "title": "R: [問卦] 為啥日男上班族做得到台男做不到" + }, + { + "aid": "1ZHHRfyQ", + "index": 780360, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472233.A.F1A.html", + "title": "[問卦] 一個晚上就瘦了1kg會太快嗎" + }, + { + "aid": "1ZHHS49e", + "index": 780361, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472260.A.268.html", + "title": "R: [新聞] 吸引百萬名「高端客」　日本旅宿：訂房免" + }, + { + "aid": "1ZHHSLik", + "index": 780362, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472277.A.B2E.html", + "title": "[問卦] 張大人說的獨創性與普遍性？" + }, + { + "aid": "1ZHHTPLW", + "index": 780363, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472345.A.560.html", + "title": "[問卦] 怒!! 日本機票什麼時候才會降價" + }, + { + "aid": "1ZHHVmtZ", + "index": 780364, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472496.A.DE3.html", + "title": "[問卦] 飛彈殺人效率也太差了吧?!" + }, + { + "aid": "1ZHHV-iI", + "index": 780365, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472510.A.B12.html", + "title": "R: [新聞] 遭點名缺席立院會議 鄭運鵬：因選舉質詢" + }, + { + "aid": "1ZHHWKHb", + "index": 780366, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472532.A.465.html", + "title": "[問卦] 祝八卦板的朋友 金城武49歲生日快樂？" + }, + { + "aid": "1ZHHWqft", + "index": 780368, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472564.A.A77.html", + "title": "[新聞] 男下屬與女經理婚外情怕錯頻 全叫「親愛" + }, + { + "aid": "1ZHHYdsh", + "index": 780369, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472679.A.DAB.html", + "title": "[問卦] Yuri、林襄、孟潔、河北 都幾勒正？" + }, + { + "aid": "1ZHHY_Fm", + "index": 780371, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472703.A.3F0.html", + "title": "R: [新聞] 遭點名缺席立院會議 鄭運鵬：因選舉" + }, + { + "aid": "1ZHHZCU_", + "index": 780372, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472716.A.7BF.html", + "title": "[問卦] 黃老師484大獲全勝了？" + }, + { + "aid": "1ZHHa2Hu", + "index": 780373, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472770.A.478.html", + "title": "[問卦] 館長真愛b17即將回歸八卦板？ （錢）" + }, + { + "aid": "1ZHHaZaB", + "index": 780374, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472803.A.90B.html", + "title": "R: [新聞] 黃珊珊動怒「怎不討論蔣孝嚴站台？」 蔣" + }, + { + "aid": "1ZHHbRwM", + "index": 780375, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665472859.A.E96.html", + "title": "R: [問卦] 怒!! 日本機票什麼時候才會降價" + }, + { + "aid": "1ZHHdok5", + "index": 780376, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473010.A.B85.html", + "title": "[問卦] 日本橘高校吹奏部JK大部分都留長髮？" + }, + { + "aid": "1ZHHdvVJ", + "index": 780377, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473017.A.7D3.html", + "title": "[問卦] ＝.＝ 機器人量產後低端人口要幹嘛？！" + }, + { + "aid": "1ZHHeFVN", + "index": 780378, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473039.A.7D7.html", + "title": "[問卦] 有沒有妹子香味到底是什麼味的八卦？" + }, + { + "aid": "1ZHHfL2v", + "index": 780379, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473109.A.0B9.html", + "title": "R: [新聞] 後備部隊前推守灘岸 將成炮灰" + }, + { + "aid": "1ZHHfNlz", + "index": 780380, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473111.A.BFD.html", + "title": "[問卦] 聽說樂器吹嘴都臭到靠北" + }, + { + "aid": "1ZHHfXtQ", + "index": 780381, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473121.A.DDA.html", + "title": "R: [新聞] 黃珊珊動怒「怎不討論蔣孝嚴站台？」 蔣" + }, + { + "aid": "1ZHHh9Ji", + "index": 780382, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473225.A.4EC.html", + "title": "R: [問卦] 台積電若被炸掉 台灣還剩什麼？" + }, + { + "aid": "1ZHHhPLg", + "index": 780383, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473241.A.56A.html", + "title": "[問卦] 嘉偉老蘇有買機器人嗎?" + }, + { + "aid": "1ZHHk-Be", + "index": 780385, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473470.A.2E8.html", + "title": "[問卦] 去醫院探病不戴口罩怎麼辦" + }, + { + "aid": "1ZHHl4nP", + "index": 780386, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473476.A.C59.html", + "title": "[問卦] 快受不了啦 美國收回多少刀了" + }, + { + "aid": "1ZHHlTGR", + "index": 780387, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473501.A.41B.html", + "title": "R: [問卦] 為什麼七年級,會這麼愛抱怨？" + }, + { + "aid": "1ZHHlgOP", + "index": 780388, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473514.A.619.html", + "title": "[問卦] 為什麼板上這麼多說北一女樂儀旗隊表現不" + }, + { + "aid": "1ZHHmx8_", + "index": 780389, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473595.A.23F.html", + "title": "[新聞] 總統喊和平解決兩岸問題　柯文哲嗆「平常" + }, + { + "aid": "1ZHHoM9m", + "index": 780390, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473686.A.270.html", + "title": "[問卦] 屏鵝公路如果不是到鵝鑾鼻而是鵝城 會怎樣" + }, + { + "aid": "1ZHHsTnj", + "index": 780391, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473949.A.C6D.html", + "title": "[問卦] 竹北現在是在塞幾點的？" + }, + { + "aid": "1ZHHsZqp", + "index": 780392, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473955.A.D33.html", + "title": "[問卦] LED燈管 VS LED燈泡，換哪個比較好？= =" + }, + { + "aid": "1ZHHsys0", + "index": 780393, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665473980.A.D80.html", + "title": "[問卦] 林襄又調皮開抖了 肥仔扛得住? 卦" + }, + { + "aid": "1ZHHtIuo", + "index": 780394, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665474002.A.E32.html", + "title": "[問卦] 日本在幹什麼！開放什麼觀光客！不怕死嗎" + }, + { + "aid": "1ZHHtbk6", + "index": 780395, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665474021.A.B86.html", + "title": "[新聞] 《台灣三部曲》受阻 魏德聖因一本書找" + }, + { + "aid": "1ZHHtmGS", + "index": 780396, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665474032.A.41C.html", + "title": "[問卦] 捷運站出口的乞丐" + }, + { + "aid": "1ZHHtx21", + "index": 780397, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665474043.A.081.html", + "title": "[問卦] 京都橘高校JK沒有到台灣的京都-台南一遊?" + }, + { + "aid": "1ZHHuO_K", + "index": 780398, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665474072.A.FD4.html", + "title": "[問卦] 隔壁每天都在喊大爆V?" + }, + { + "aid": "1ZHHuOED", + "index": 780399, + "web_url": 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"https://www.ptt.cc/bbs/Gossiping/M.1665596831.A.0BE.html", + "title": "[問卦] 大家開暖氣了嗎？" + }, + { + "aid": "1ZHlswiT", + "index": 782320, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665596858.A.B1D.html", + "title": "[問卦] 為啥台灣理組薪水高，文組和服務業低啊？" + }, + { + "aid": "1ZHlw0IQ", + "index": 782321, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665597056.A.49A.html", + "title": "[問卦] 最近一直夢到以前遇過的卑鄙小人" + }, + { + "aid": "1ZHlx5C5", + "index": 782322, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665597125.A.305.html", + "title": "[問卦] 還有公司在要求健康聲明書哦@@？" + }, + { + "aid": "1ZHm6_9F", + "index": 782323, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665597887.A.24F.html", + "title": "[新聞] 設計師創作翻轉字「柯文哲」成了粗話「你" + }, + { + "aid": "1ZHmChav", + "index": 782324, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665598251.A.939.html", + "title": "[問卦] 牙醫要多難約才不會踩到雷" + }, + { + "aid": "1ZHmCk-5", + "index": 782325, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665598254.A.F85.html", + "title": "[問卦] 蝦皮 賣的香水= =!!" + }, + { + "aid": "1ZHmDXuZ", + "index": 782326, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665598305.A.E23.html", + "title": "[問卦] 小叮噹科學遊樂園有小叮噹嗎？" + }, + { + "aid": "1ZHmHDd0", + "index": 782327, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665598541.A.9C0.html", + "title": "[新聞] 潘瑋柏瘦了穿搭更浮誇 LV花花裝絕配逾417" + }, + { + "aid": "1ZHmLq3I", + "index": 782328, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665598836.A.0D2.html", + "title": "R: [問卦] 牙醫要多難約才不會踩到雷" + }, + { + "aid": "1ZHmQYxI", + "index": 782329, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665599138.A.ED2.html", + "title": "[問卦] 朋友在秋葉原當女僕 怕！" + }, + { + "aid": "1ZHmQkWs", + "index": 782330, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665599150.A.836.html", + "title": "R: [問卦] 我爸說他小學訂便當30元還送養樂多？" + }, + { + "aid": "1ZHmZZOf", + "index": 782331, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665599715.A.629.html", + "title": "R: [問卦] 桂綸鎂 VS 曾愷玹 怎麼選" + }, + { + "aid": "1ZHmh8FR", + "index": 782332, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665600200.A.3DB.html", + "title": "R: [新聞] 被馬斯克言論惹毛！ 何志偉：特斯拉有竊" + }, + { + "aid": "1ZHmlIgh", + "index": 782334, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665600466.A.AAB.html", + "title": "R: [問卦] 為啥台灣理組薪水高，文組和服務業低啊？" + }, + { + "aid": "1ZHn1l7e", + "index": 782335, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665601647.A.1E8.html", + "title": "[問卦] 台灣有系統化發展文化嗎？" + }, + { + "aid": "1ZHnFqdi", + "index": 782336, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665602548.A.9EC.html", + "title": "[問卦] 沒人發現韓國比台灣差嗎！" + }, + { + "aid": "1ZHnH-A8", + "index": 782337, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665602686.A.288.html", + "title": "[問卦] 再見了可魯當年有多紅" + }, + { + "aid": "1ZHnVt9I", + "index": 782338, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665603575.A.252.html", + "title": "[問卦] 台灣的服務費之父是誰？" + }, + { + "aid": "1ZHnazhI", + "index": 782339, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665603901.A.AD2.html", + "title": "[問卦] 你袂了解 袂了解我的悲哀" + }, + { + "aid": "1ZHnbi9k", + "index": 782340, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665603948.A.26E.html", + "title": "[問卦] 被瘋狗亂告後不起訴 是否要反咬誣告?" + }, + { + "aid": "1ZHnuC_j", + "index": 782341, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665605132.A.FED.html", + "title": "[問卦] 若核聚變成功商轉，世界會長期和平嗎？" + }, + { + "aid": "1ZHnvMnn", + "index": 782342, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665605206.A.C71.html", + "title": "R: [新聞] 韓媒：韓國人均趕超日本 台灣已超越日韓" + }, + { + "aid": "1ZHn-S3v", + "index": 782343, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665605532.A.0F9.html", + "title": "[問卦] 台北女子圖鑑是不是看不下去了" + }, + { + "aid": "1ZHo6_ny", + "index": 782344, + "web_url": "https://www.ptt.cc/bbs/Gossiping/M.1665606079.A.C7C.html", + "title": "R: [問卦] 美國搞台積電，為何我國政府不譴責美國？" + }, + { + "aid": "1ZHoB9HV", + "index": 782345, + "web_url": 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+MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ +*.ipynb + +# sqlite3 database +*.db + +# tempCodeRunnerFile +tempCodeRunnerFile.py diff --git a/ptt-crawler/Dockerfile b/ptt-crawler/Dockerfile new file mode 100644 index 0000000000000000000000000000000000000000..c187a3e5ad8d81bef6ef53f7096bb017a3e53373 --- /dev/null +++ b/ptt-crawler/Dockerfile @@ -0,0 +1,16 @@ +FROM python:3.10-slim + +WORKDIR /app + +COPY ./Pipfile* ./ + +RUN pip install pipenv && \ + apt-get update && \ + apt-get install -y --no-install-recommends gcc python3-dev libssl-dev && \ + pipenv install --deploy --system && \ + apt-get remove -y gcc python3-dev libssl-dev && \ + apt-get autoremove -y && \ + pip uninstall pipenv -y + +COPY ./scrapy.cfg ./ +COPY ./scraptt ./scraptt \ No newline at end of file diff --git a/ptt-crawler/Pipfile b/ptt-crawler/Pipfile new file mode 100644 index 0000000000000000000000000000000000000000..2191afcb5dc6902f4e04105df65bacb430459e8f --- /dev/null +++ b/ptt-crawler/Pipfile @@ -0,0 +1,19 @@ +[[source]] +url = "https://pypi.org/simple" +verify_ssl = true +name = "pypi" + +[packages] +scrapy = "*" +pyquery = "*" +pydantic = "*" +requests = "*" +scrapy-user-agents = "*" +scrapy-fake-useragent = "*" +redis = "*" +python-dotenv = "*" + +[dev-packages] + +[requires] +python_version = "3.9" diff --git a/ptt-crawler/Pipfile.lock b/ptt-crawler/Pipfile.lock new file mode 100644 index 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0000000000000000000000000000000000000000..b4f368451a1bd9be20bae68b6bc2b22bf44721de --- /dev/null +++ b/ptt-crawler/README.md @@ -0,0 +1,113 @@ +# **批踢踢爬蟲 ptt-crawler** +### 學術研究用途，請勿不當使用。 + +This project scrapes the post details from the website [PTT](https://term.ptt.cc/), and writes the scraped items to csv files. + + +| author | alias |title | date | ip | city | country | ups | downs | comments | url | +|----|----|----|----|----|----|----|----|----|----|----| +| jason789780 | majiLove | \[請益\] google問題的精確與方向 | 2022-09-06 10:39:42 | 223.137.68.113 | Yilan | Taiwan | 9 | 0 | 29 | https://www.ptt.cc/bbs/Soft_Job/M.1662431984.A.A3F.html | +| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | + + + +## **說明** +### 1. Installation + +1. Python version + * `python >= 3.9` + +2. Clone repository + + ```bash + git clone git@github.com:lopentu/nlp_web.git + ``` + +3. Install Requirement + ```bash + cd nlp_web/assignments/ptt-crawler && pip install -r requirements.txt + ``` + + +### 2. 使用方式 + +1. Commands +``` +scrapy crawl ptt -a boards=BOARDS [-a scrap_all=BOOLEAN] + [-a index_from=NUMBER -a index_to=NUMBER] + [-a since=YEAR] [-a data_dir=PATH] + [-a ip_cache=BOOLEAN] + +positional arguments: +-a boards=BOARDS ptt board name (e.g. Soft_Job) +-a index_from=NUMBER -a index_to=NUMBER html index number from a ptt board +-a scrap_all=BOOLEAN scrap all posts if true +-a since=YEAR scrap all posts from a given year +-a data_dir=PATH output file path (default: ./data) +-a ip_cache=BOOLEAN enable redis service to cache ip if true +``` + +> If you enable `ip_cache`, please make sure you have Redis on your local machine. Otherwise, you can use `docker-compose` to run the crawler. + + +* Crawl all the posts of a board: + ```bash + scrapy crawl ptt -a boards=Soft_Job -a scrap_all=True + ``` + +* Crawl all the posts of a board from a year in the past: + ```bash + scrapy crawl ptt -a boards=Soft_Job -a since=2020 + ``` + +* Crawl the posts of a board based on html indexes: + ```bash + scrapy crawl ptt -a boards=Soft_Job -a index_from=1722 -a index_to=1723 + ``` + + > Please make sure the number of `index_from` is greater than `index_to`. + +* Crawl the posts of multiple boards. For example: + ```bash + scrapy crawl ptt -a boards=Soft_Job,Gossiping -a index_from=1722 -a index_to=1723 + ``` + + >Note: the comma in the argument `boards` cannot have spaces. It cannot be `boards=Soft_Job, Baseball` or `boards=["Soft_Job", "Baseball"]`. + + + +### 3. 使用 Docker +A Docker setup is provided for the crawler. + +To run the crawler, go to the `docker-compose.yml` file to edit the command: + +```yaml +version: "3" + +services: + scraptt: + build: . + environment: + - PYTHON_ENV=production + depends_on: + - redis + links: + - redis + + # define your crawler here! + command: bash -c "scrapy crawl ptt -a boards=Soft_Job,Gossiping -a index_from=1722 -a index_to=1723 -a ip_cache=True" +``` +> Feel free to change the command as long as it follows the command format as stated above. + +Now start the crawler: + +```bash +docker-compose up +``` + +We suggest setting the argument `ip_cache` to `true` when you run the crawler via Docker. The reason is that the crawler will connect to Redis container, and there is no need for you to have Redis on your local machine. Most importantly, the performance of the crawler will be increased! + + + +## Contact +If you have any suggestion or question, please do not hesitate to email us at shukai@gmail.com or philcoke35@gmail.com diff --git a/ptt-crawler/docker-compose.yml b/ptt-crawler/docker-compose.yml new file mode 100644 index 0000000000000000000000000000000000000000..1ef3887339821134fe5971fca7c0865acbf00ab1 --- /dev/null +++ b/ptt-crawler/docker-compose.yml @@ -0,0 +1,27 @@ +version: "3" + +services: + scraptt: + build: . + environment: + - PYTHON_ENV=production + depends_on: + - redis + links: + - redis + + # define your crawler here! + command: bash -c "scrapy crawl ptt -a boards=Soft_Job -a index_from=1500 -a index_to=1500 -a ip_cache=True" + + volumes: + - "./data:/app/data" + + redis: + image: redis:7 + restart: always + healthcheck: + test: "redis-cli ping" + interval: 3s + timeout: 3s + retries: 5 + start_period: 5s diff --git a/ptt-crawler/requirements.txt b/ptt-crawler/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..840c2aaadb51dfa44d0c4b4293ddfd2e4a63d970 --- /dev/null +++ b/ptt-crawler/requirements.txt @@ -0,0 +1,8 @@ +redis==4.3.4 +scrapy==2.6.2 +pyquery==1.4.3 +pydantic==1.10.2 +requests==2.28.1 +python-dotenv==0.21.0 +scrapy-user-agents==0.1.1 +scrapy-fake-useragent==1.4.4 \ No newline at end of file diff --git a/ptt-crawler/scraptt/__init__.py b/ptt-crawler/scraptt/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/ptt-crawler/scraptt/configs/__init__.py b/ptt-crawler/scraptt/configs/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..f29b4eb1ac631d3fbda0f7301001ec6964ec2098 --- /dev/null +++ b/ptt-crawler/scraptt/configs/__init__.py @@ -0,0 +1,4 @@ +from .configs import PTT, PTT_BOARD, COOKIES + + +__all__ = ["PTT", "PTT_BOARD", "COOKIES"] diff --git a/ptt-crawler/scraptt/configs/configs.py b/ptt-crawler/scraptt/configs/configs.py new file mode 100644 index 0000000000000000000000000000000000000000..b474fa8162f774608beed67f940558d5d7d472b9 --- /dev/null +++ b/ptt-crawler/scraptt/configs/configs.py @@ -0,0 +1,13 @@ +# -------------------------------------------------------------------- +# ptt urls + + +PTT = "https://www.ptt.cc/bbs" +PTT_BOARD = PTT + "/{}/index{}.html" # template string (board, html index) + + +# -------------------------------------------------------------------- +# cookies + + +COOKIES = {"over18": "1"} diff --git a/ptt-crawler/scraptt/items/__init__.py b/ptt-crawler/scraptt/items/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..ab2b53bbb5d52e29d0af7108d6805bf97ecb4c2a --- /dev/null +++ b/ptt-crawler/scraptt/items/__init__.py @@ -0,0 +1,4 @@ +from .items import ScrapttItem + + +__all__ = ["ScrapttItem"] diff --git a/ptt-crawler/scraptt/items/items.py b/ptt-crawler/scraptt/items/items.py new file mode 100644 index 0000000000000000000000000000000000000000..a535f6070432af044829a25235484aba9454ffa8 --- /dev/null +++ b/ptt-crawler/scraptt/items/items.py @@ -0,0 +1,21 @@ +from typing import Union +from pydantic import BaseModel + + +class ScrapttItem(BaseModel): + """ + The ScrapttItem object keeps track of an item in inventory. + """ + + board: str + author: str + alias: str + title: str + date: str + ip: str + city: Union[str, None] + country: Union[str, None] + ups: int + downs: int + comments: int + url: str diff --git a/ptt-crawler/scraptt/middlewares/__init__.py b/ptt-crawler/scraptt/middlewares/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..05e6bcdc923276742c813d7732e4e985d3c5617b --- /dev/null +++ b/ptt-crawler/scraptt/middlewares/__init__.py @@ -0,0 +1,4 @@ +from .pyquery import PyqueryMiddleware + + +__all__ = ["PyqueryMiddleware"] diff --git a/ptt-crawler/scraptt/middlewares/pyquery.py b/ptt-crawler/scraptt/middlewares/pyquery.py new file mode 100644 index 0000000000000000000000000000000000000000..99d8d961a0752eab6272bae5df9ac515bb157ae9 --- /dev/null +++ b/ptt-crawler/scraptt/middlewares/pyquery.py @@ -0,0 +1,13 @@ +from ..configs import PTT +from pyquery import PyQuery +from scrapy.http.response.html import HtmlResponse + + +class PyqueryMiddleware: + """ + The PyqueryMiddleware object injects PyQuery object into Scrapy `response`. + """ + + def process_response(self, request, response, spider) -> HtmlResponse: + response.dom = PyQuery(response.text).make_links_absolute(PTT) + return response diff --git a/ptt-crawler/scraptt/models/__init__.py b/ptt-crawler/scraptt/models/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..d616c67c9eb209fd09033a4ad4bb38e1b96bd5e7 --- /dev/null +++ b/ptt-crawler/scraptt/models/__init__.py @@ -0,0 +1,4 @@ +from .redis import redis_cli + + +__all__ = ["redis_cli"] diff --git a/ptt-crawler/scraptt/models/redis.py b/ptt-crawler/scraptt/models/redis.py new file mode 100644 index 0000000000000000000000000000000000000000..e5ad15569ff1a9666f02a86297529fadea92216b --- /dev/null +++ b/ptt-crawler/scraptt/models/redis.py @@ -0,0 +1,13 @@ +import os +import redis +from pathlib import Path +from dotenv import load_dotenv + +env_path = Path("__file__").resolve().parent / ".env" +load_dotenv(env_path) + +is_production = os.environ.get("PYTHON_ENV") == "production" +host = "redis" if is_production else "localhost" + +pool = redis.ConnectionPool(host=host, port=6379, decode_responses=True) +redis_cli = redis.Redis(connection_pool=pool) diff --git a/ptt-crawler/scraptt/pipelines/__init__.py b/ptt-crawler/scraptt/pipelines/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..70b066ddbc782d4c5fcc83d886555141fdfdfbea --- /dev/null +++ b/ptt-crawler/scraptt/pipelines/__init__.py @@ -0,0 +1,4 @@ +from .csv import CsvPipeline + + +__all__ = ["CsvPipeline"] diff --git a/ptt-crawler/scraptt/pipelines/csv.py b/ptt-crawler/scraptt/pipelines/csv.py new file mode 100644 index 0000000000000000000000000000000000000000..46c8d8c38b79e7750c9a6ea167e759bbd55cfabb --- /dev/null +++ b/ptt-crawler/scraptt/pipelines/csv.py @@ -0,0 +1,45 @@ +from pathlib import Path +from io import BufferedWriter +from datetime import datetime +from ..spiders import PttSpider +from typing import Any, Dict, Tuple +from scrapy.exporters import BaseItemExporter, CsvItemExporter + + +class CsvPipeline: + """ + The CsvPipeline object writes the scraped item to csv. + """ + + def open_spider(self, spider: PttSpider) -> None: + self.exporters_list: Dict[str, Tuple[BaseItemExporter, BufferedWriter]] = {} + + def _exporter_for_item( + self, item: Dict[str, Any], spider: PttSpider + ) -> CsvItemExporter: + data_dir = spider.data_dir + board = item.pop("board") + date = datetime.strptime(item["date"], "%Y-%m-%d %H:%M:%S") + year = date.year + month = date.month + dir_path = f"{data_dir}/{board}/{year}" + file_path = f"{dir_path}/{board}_{year}_{month}" + Path(dir_path).mkdir(parents=True, exist_ok=True) + + if file_path not in self.exporters_list: + file = open(f"{file_path}.csv", "wb") + exporter = CsvItemExporter(file) + exporter.start_exporting() + self.exporters_list[file_path] = (exporter, file) + + return self.exporters_list[file_path][0] + + def process_item(self, item: Dict[str, Any], spider: PttSpider) -> Dict[str, Any]: + exporter = self._exporter_for_item(item, spider) + exporter.export_item(item) + return item + + def close_spider(self, spider: PttSpider) -> None: + for exporter, csv_file in self.exporters_list.values(): + exporter.finish_exporting() + csv_file.close() diff --git a/ptt-crawler/scraptt/settings.py b/ptt-crawler/scraptt/settings.py new file mode 100644 index 0000000000000000000000000000000000000000..5c6c7ce841158184a80426776022e69ad6d0e032 --- /dev/null +++ b/ptt-crawler/scraptt/settings.py @@ -0,0 +1,96 @@ +# Scrapy settings for scraptt project +# +# For simplicity, this file contains only settings considered important or +# commonly used. You can find more settings consulting the documentation: +# +# https://docs.scrapy.org/en/latest/topics/settings.html +# https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +# https://docs.scrapy.org/en/latest/topics/spider-middleware.html + +BOT_NAME = "scraptt" + +SPIDER_MODULES = ["scraptt.spiders"] +NEWSPIDER_MODULE = "scraptt.spiders" + + +# Crawl responsibly by identifying yourself (and your website) on the user-agent +# USER_AGENT = 'scraptt (+http://www.yourdomain.com)' + +# Obey robots.txt rules +ROBOTSTXT_OBEY = False + +# Configure maximum concurrent requests performed by Scrapy (default: 16) +CONCURRENT_REQUESTS = 16 + +# Configure a delay for requests for the same website (default: 0) +# See https://docs.scrapy.org/en/latest/topics/settings.html#download-delay +# See also autothrottle settings and docs +DOWNLOAD_DELAY = 0.4 +# The download delay setting will honor only one of: +CONCURRENT_REQUESTS_PER_DOMAIN = 16 +CONCURRENT_REQUESTS_PER_IP = 16 + +# Disable cookies (enabled by default) +COOKIES_ENABLED = True + +# Disable Telnet Console (enabled by default) +TELNETCONSOLE_ENABLED = False + +# Override the default request headers: +# DEFAULT_REQUEST_HEADERS = { +# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', +# 'Accept-Language': 'en', +# } + +# Enable or disable spider middlewares +# See https://docs.scrapy.org/en/latest/topics/spider-middleware.html +# SPIDER_MIDDLEWARES = { +# 'scraptt.middlewares.ScrapttSpiderMiddleware': 543, +# } + +# Enable or disable downloader middlewares +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html +DOWNLOADER_MIDDLEWARES = { + # "scraptt.middlewares.ScrapttDownloaderMiddleware": 543, + "scraptt.middlewares.PyqueryMiddleware": 543, + "scrapy.downloadermiddlewares.useragent.UserAgentMiddleware": None, + "scrapy_user_agents.middlewares.RandomUserAgentMiddleware": 400, +} + +# Enable or disable extensions +# See https://docs.scrapy.org/en/latest/topics/extensions.html +EXTENSIONS = { + "scrapy.extensions.telnet.TelnetConsole": None, +} + +# Configure item pipelines +# See https://docs.scrapy.org/en/latest/topics/item-pipeline.html +ITEM_PIPELINES = { + 'scraptt.pipelines.CsvPipeline': 300, +} + +# Enable and configure the AutoThrottle extension (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/autothrottle.html +# AUTOTHROTTLE_ENABLED = True +# The initial download delay +# AUTOTHROTTLE_START_DELAY = 5 +# The maximum download delay to be set in case of high latencies +# AUTOTHROTTLE_MAX_DELAY = 60 +# The average number of requests Scrapy should be sending in parallel to +# each remote server +# AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0 +# Enable showing throttling stats for every response received: +# AUTOTHROTTLE_DEBUG = False + +# Enable and configure HTTP caching (disabled by default) +# See https://docs.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings +# HTTPCACHE_ENABLED = True +# HTTPCACHE_EXPIRATION_SECS = 0 +# HTTPCACHE_DIR = 'httpcache' +# HTTPCACHE_IGNORE_HTTP_CODES = [] +# HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage' + + +RETRY_ENABLED = True +RETRY_HTTP_CODES = [500, 502, 503, 504, 520, 521, 522, 524, 525, 408, 429] +RETRY_TIMES = 5 diff --git a/ptt-crawler/scraptt/spiders/__init__.py b/ptt-crawler/scraptt/spiders/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..d9dcde8d7f8a1620babc615afbc8c424d134e8ca --- /dev/null +++ b/ptt-crawler/scraptt/spiders/__init__.py @@ -0,0 +1,4 @@ +from .ptt import PttSpider + + +__all__ = ["PttSpider"] diff --git a/ptt-crawler/scraptt/spiders/base/__init__.py b/ptt-crawler/scraptt/spiders/base/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..9905999f7ad4d4a47d5d5cd0d9221840c112a0e3 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/base/__init__.py @@ -0,0 +1,4 @@ +from .base import BaseSpider + + +__all__ = ["BaseSpider"] diff --git a/ptt-crawler/scraptt/spiders/base/base.py b/ptt-crawler/scraptt/spiders/base/base.py new file mode 100644 index 0000000000000000000000000000000000000000..1b75e32e01d139c22d74b2ba611258f59ba527e0 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/base/base.py @@ -0,0 +1,63 @@ +from scrapy import Spider +from typing import Optional +from ..utils.parsers.html import ( + IndexParser, + LatestIndexParser, + YearBackwardIndexParser, + get_title_tags, +) +from abc import ABC, abstractmethod +from ..utils.requests import fetch_ptt_boards +from scrapy.http.response.html import HtmlResponse + + +class BaseSpider(Spider, ABC): + """ + The BasePostSpider object defines the behaviour for crawling and parsing ptt posts. + """ + + allowed_domains = ["ptt.cc"] + + def __init__( + self, + boards: str, + data_dir: str = "./data", + ip_cache: bool = False, + scrap_all: Optional[bool] = None, + index_from: Optional[int] = None, + index_to: Optional[int] = None, + since: Optional[int] = None, + *args, + **kwargs + ) -> None: + super().__init__(*args, **kwargs) + self.boards = boards.split(",") + self.data_dir = data_dir + self.ip_cache = ip_cache + self.scrap_all = scrap_all + self.index_from = index_from + self.index_to = index_to + self.since = since + + def start_requests(self): + return fetch_ptt_boards( + self.boards, self.parse_index, self.index_from, self.index_to + ) + + def parse_index(self, response: HtmlResponse): + title_tags = get_title_tags(response) + + if self.scrap_all: + return LatestIndexParser(self.logger).parse(response, self.parse_index) + elif self.since: + return YearBackwardIndexParser( + self.since, + title_tags, + self.logger, + ).parse(response, callback=self.parse, self_callback=self.parse_index) + else: + return IndexParser(title_tags).parse(self.parse) + + @abstractmethod + def parse(self, response: HtmlResponse, **kwargs): + pass diff --git a/ptt-crawler/scraptt/spiders/ptt.py b/ptt-crawler/scraptt/spiders/ptt.py new file mode 100644 index 0000000000000000000000000000000000000000..9e24985f701705194ba801b9c13bde483d1b0f54 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/ptt.py @@ -0,0 +1,46 @@ +import asyncio +from .base import BaseSpider +from ..items import ScrapttItem +from scrapy.http.response.html import HtmlResponse +from .utils.parsers.posts.meta import get_meta_data +from .utils.parsers.posts.ip import get_ip, get_ip_loc +from .utils.parsers.posts.comments import count_comments + + +async def get_post_data(response: HtmlResponse): + return await asyncio.gather( + *[get_meta_data(response), count_comments(response), get_ip(response)] + ) + + +class PttSpider(BaseSpider): + name = "ptt" + + def __init__(self, **kwargs) -> None: + super().__init__(**kwargs) + + def parse(self, response: HtmlResponse): + post_url = response.url + meta_data, comment_counter, ip = asyncio.run(get_post_data(response)) + author, alias, board, title, date = meta_data + ups = comment_counter["推"] + downs = comment_counter["噓"] + comments = comment_counter["→"] + city, country = get_ip_loc(ip, self.ip_cache) + + data = { + "board": board, + "author": author, + "alias": alias, + "title": title, + "date": date, + "ip": ip, + "city": city, + "country": country, + "ups": ups, + "downs": downs, + "comments": comments, + "url": post_url, + } + + yield ScrapttItem(**data).dict() diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/html/__init__.py b/ptt-crawler/scraptt/spiders/utils/parsers/html/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..b31c8062fbcafa6f97cddcdb4ae051bfdf1846e0 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/html/__init__.py @@ -0,0 +1,12 @@ +from .index import IndexParser +from .utils import get_title_tags +from .latest_index import LatestIndexParser +from .year_backward_index import YearBackwardIndexParser + + +__all__ = [ + "IndexParser", + "get_title_tags", + "LatestIndexParser", + "YearBackwardIndexParser", +] diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/html/base.py b/ptt-crawler/scraptt/spiders/utils/parsers/html/base.py new file mode 100644 index 0000000000000000000000000000000000000000..4647251bae12f89ea68fad8aba308853d8d46d74 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/html/base.py @@ -0,0 +1,15 @@ +from typing import Callable +from abc import ABC, abstractmethod +from scrapy.http.response.html import HtmlResponse + + +class Parser(ABC): + """ + The Parser object defines the behaviour for processing the response and + returning scraped data or more URLs to follow. + """ + + @abstractmethod + def parse(self, response: HtmlResponse, callback: Callable, **kwargs): + """The parse method initiates the parsing processes.""" + pass diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/html/index.py b/ptt-crawler/scraptt/spiders/utils/parsers/html/index.py new file mode 100644 index 0000000000000000000000000000000000000000..524b742fcabddd5937bc9187a2c842c7c837453f --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/html/index.py @@ -0,0 +1,21 @@ +from .base import Parser +from .....configs import COOKIES +from typing import Callable, List +from dataclasses import dataclass +from scrapy import Request, Selector + + +@dataclass +class IndexParser(Parser): + """ + The IndexParser object parses one of the index.html files. + """ + + title_tags: List[Selector] + + def parse(self, callback: Callable): + tag_lists = list(self.title_tags.items()) + + for title_tag in tag_lists: + url = title_tag.attr("href") + yield Request(url, cookies=COOKIES, callback=callback) diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/html/latest_index.py b/ptt-crawler/scraptt/spiders/utils/parsers/html/latest_index.py new file mode 100644 index 0000000000000000000000000000000000000000..b0b3d88f397c41bf4553d29bb244092c70c61d45 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/html/latest_index.py @@ -0,0 +1,36 @@ +import re +from .base import Parser +from scrapy import Request +from typing import Callable +from .....configs import COOKIES +from logging import LoggerAdapter +from dataclasses import dataclass +from scrapy.http.response.html import HtmlResponse + + +@dataclass +class LatestIndexParser(Parser): + """ + The LatestIndexParser objects parses the latest index.html file. + """ + + logger: LoggerAdapter + + def get_latest_index(self, prev_url: str): + return int(re.search(r"index(\d{1,6})\.html", prev_url).group(1)) + + def get_board(self, url: str): + return re.search(r"www\.ptt\.cc\/bbs\/([\w\d\-_]{1,30})\/", url).group(1) + + def parse(self, response: HtmlResponse, callback: Callable): + prev_url = response.css('.btn.wide:contains("上頁")::attr(href)').get() + self.logger.info(f"index link: {prev_url}") + + latest_index = self.get_latest_index(prev_url) + board = self.get_board(response.url) + + for index in range(1, latest_index + 1): + url = f"https://www.ptt.cc/bbs/{board}/index{index}.html" + self.logger.info(f"index link: {url}") + + yield Request(url, cookies=COOKIES, callback=callback) \ No newline at end of file diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/html/utils.py b/ptt-crawler/scraptt/spiders/utils/parsers/html/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..aa777a372adb33c6d94a2c4ae128251172b80cff --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/html/utils.py @@ -0,0 +1,18 @@ +from typing import List +from scrapy.selector import Selector +from scrapy.http.response.html import HtmlResponse + + +def get_title_tags(response: HtmlResponse) -> List[Selector]: + """The get_title_tags function gets the title tags DOM. + Args: + response (HtmlResponse): the scrapy HtmlResponse. + Returns: + a list of scrapy anchor tag selectors + """ + title_css = ".r-ent .title a" + + if response.url.endswith("index.html"): + return response.dom(".r-list-sep").prev_all(title_css) + + return response.dom(title_css) diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/html/year_backward_index.py b/ptt-crawler/scraptt/spiders/utils/parsers/html/year_backward_index.py new file mode 100644 index 0000000000000000000000000000000000000000..4d74282df2304f644b10ee356182ccbeb56a1ba1 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/html/year_backward_index.py @@ -0,0 +1,44 @@ +import re +from .base import Parser +from datetime import datetime +from .....configs import COOKIES +from logging import LoggerAdapter +from typing import Callable, List +from dataclasses import dataclass +from scrapy import Request, Selector +from scrapy.http.response.html import HtmlResponse + + +@dataclass +class YearBackwardIndexParser(Parser): + """ + The YearBackwardIndexParser object parses the index.html files from a year in the + past to the current one. + """ + + since: str + title_tags: List[Selector] + logger: LoggerAdapter + + def parse( + self, response: HtmlResponse, callback: Callable, self_callback: Callable + ): + for title_tag in reversed(list(self.title_tags.items())): + title = title_tag.text() + post_url = title_tag.attr("href") + timestamp = re.search(r"(\d{10})", post_url).group(1) + + if int(timestamp) < int(self.since): + return None + + self.logger.info( + f"+ {title}, {post_url}, {datetime.fromtimestamp(int(timestamp))}" + ) + + yield Request(post_url, cookies=COOKIES, callback=callback) + + prev_url = response.dom('.btn.wide:contains("上頁")').attr("href") + self.logger.info(f"index link: {prev_url}") + + if prev_url: + yield Request(prev_url, cookies=COOKIES, callback=self_callback) diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/posts/comments/__init__.py b/ptt-crawler/scraptt/spiders/utils/parsers/posts/comments/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..b615d37205f6082fe10899e8e7a2cc2f6da0e91d --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/posts/comments/__init__.py @@ -0,0 +1,4 @@ +from .counter import count_comments + + +__all__ = ["count_comments"] diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/posts/comments/counter.py b/ptt-crawler/scraptt/spiders/utils/parsers/posts/comments/counter.py new file mode 100644 index 0000000000000000000000000000000000000000..ad69d476b466cb6041b42a4ca9895b382c4a05bc --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/posts/comments/counter.py @@ -0,0 +1,17 @@ +from typing import List +from collections import Counter +from scrapy.http.response.html import HtmlResponse + + +async def count_comments(response: HtmlResponse) -> Counter: + """The count_comments function counts the total number of comments in a ptt post. + + Args: + response (HtmlResponse): the response to parse + Returns: + a Counter object. + """ + + push_tags: List[str] = response.css('span[class*="push-tag"]::text').getall() + total_comments = [push_tag.strip() for push_tag in push_tags] + return Counter(total_comments) diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/__init__.py b/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..5e3e520bc88073be046668080199cba1d1a87105 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/__init__.py @@ -0,0 +1,5 @@ +from .ip import get_ip +from .location import get_ip_loc + + +__all__ = ["get_ip", "get_ip_loc"] diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/ip.py b/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/ip.py new file mode 100644 index 0000000000000000000000000000000000000000..6c003f406cf4b39ed9e9de55ccf4ef784c974515 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/ip.py @@ -0,0 +1,33 @@ +import re +from scrapy.http.response.html import HtmlResponse + + +async def get_ip(response: HtmlResponse) -> str: + """The get_ip function gets the ip address from a ptt post. + + Args: + response (HtmlResponse): the response to parse + Returns: + a str + """ + f2_spans = response.dom(".f2") + old_ip_format = "([0-9.]*)$" + old_ip = re.search(old_ip_format, f"{f2_spans}").group(1) + + if old_ip: + return old_ip + + f2_spans_list = [f2_span.text() for f2_span in f2_spans.items()] + + try: + text = [ + f2_span + for f2_span in f2_spans_list + if re.match(r"※ 發信站: 批踢踢實業坊\(ptt\.cc\), 來自:", f2_span) + ][0] + return re.search(r"來自: ([0-9.]*)", text).group(1) + + except: + ip_match = r"\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}" + text = [span for span in f2_spans_list if re.findall(ip_match, span)][-1] + return re.findall(ip_match, text)[-1] diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/location.py b/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/location.py new file mode 100644 index 0000000000000000000000000000000000000000..1df567ee2ac0d4c5792e1ebe4477e360d27e20ab --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/posts/ip/location.py @@ -0,0 +1,51 @@ +import re +import requests +from typing import Tuple +from ......models import redis_cli +from requests.adapters import HTTPAdapter, Retry +from scrapy.http.response.html import HtmlResponse + + +def fetch_ip(ip: str) -> Tuple[str, str]: + session = requests.Session() + retries = Retry(total=5, backoff_factor=1, status_forcelist=[502, 503, 504]) + session.mount("http://", HTTPAdapter(max_retries=retries)) + + response = requests.get(f"http://www.geoplugin.net/json.gp?ip={ip}") + result = response.json() + city = result["geoplugin_city"] + country = result["geoplugin_countryName"] + return city, country + + +def fetch_ip_with_cache(ip) -> Tuple[str, str]: + ip_result = redis_cli.hgetall(ip) + + if ip_result: + city = ip_result["city"] + country = ip_result["country"] + return city, country + + city, country = fetch_ip(ip) + + ttl = 10 * 60 + redis_cli.hset(ip, mapping={"city": city, "country": country}) + redis_cli.expire(name=ip, time=ttl) + + return city, country + + +def get_ip_loc(ip: str, ip_cache: bool) -> Tuple[str, str]: + """The get_ip_loc function get info from an ip. + + Args: + ip (str): the ip from a ptt post. + ip_cache (bool): a boolean that is used to determine whether + to enable redis service to cache ip. + Returns: + a tuple, containing city and country + """ + if ip_cache: + return fetch_ip_with_cache(ip) + + return fetch_ip(ip) diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/__init__.py b/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..f2fc1b3a09b31114dc82325631bb5eaf235a7f69 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/__init__.py @@ -0,0 +1,3 @@ +from .post import get_meta_data + +__all__ = ['get_meta_data'] \ No newline at end of file diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/date.py b/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/date.py new file mode 100644 index 0000000000000000000000000000000000000000..f39cdb22538c8f22fd29e77d796ba475fb9af047 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/date.py @@ -0,0 +1,22 @@ +import re +from datetime import datetime + + +async def format_date(str_date: str) -> str: + """The format_date function formats dates and times of a ptt post. + + Args: + str_date (str): a string date from a ptt post + Returns: + a str + """ + str_format = "%Y-%m-%d %H:%M:%S" + + try: + return datetime.strptime(str_date, "%a %b %d %H:%M:%S %Y").strftime(str_format) + except: + # handle incomplete date + str_date = re.match(r"(.*\d{2}:\d{2}:\d{2}).*", str_date).group(1) + date = datetime.strptime(str_date, "%a %b %d %H:%M:%S") + date = date.replace(year=datetime.now().year) + return date.strftime(str_format) diff --git a/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/post.py b/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/post.py new file mode 100644 index 0000000000000000000000000000000000000000..20529049c702e95e4c1c7435641be1965fe4f886 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/post.py @@ -0,0 +1,29 @@ +import re +from typing import List +from .date import format_date +from scrapy.http.response.html import HtmlResponse + +meta_tag_selector = '//*[@id="main-content"]/div/span[@class="article-meta-tag"]' + + +async def get_meta_data(response: HtmlResponse) -> List[str]: + """The get_meta_data function gets the meta data from a ptt post. + + Args: + response (HtmlResponse): the response to parse + Returns: + a list of strings + """ + + meta_tag = response.xpath( + f"{meta_tag_selector}/following-sibling::*/text()" + ).getall() + + author_info = meta_tag[0] + author = re.search(r"([^(]*)", author_info).group(1).strip() + alias_match = re.search(r"\((.*)\)", author_info) + alias = alias_match.group(1) if alias_match else "" + meta_tag[0] = author + meta_tag[-1] = await format_date(meta_tag[-1]) + meta_tag.insert(1, alias) + return meta_tag diff --git a/ptt-crawler/scraptt/spiders/utils/requests/__init__.py b/ptt-crawler/scraptt/spiders/utils/requests/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..02d5781ae6d386f40a2eadccded15b1878ffd9b9 --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/requests/__init__.py @@ -0,0 +1,4 @@ +from .requests import fetch_ptt_boards + + +__all__ = ["fetch_ptt_boards"] diff --git a/ptt-crawler/scraptt/spiders/utils/requests/requests.py b/ptt-crawler/scraptt/spiders/utils/requests/requests.py new file mode 100644 index 0000000000000000000000000000000000000000..31153bd03bff3b2df1a8959649bf4ee94d950b1a --- /dev/null +++ b/ptt-crawler/scraptt/spiders/utils/requests/requests.py @@ -0,0 +1,35 @@ +from scrapy import Request +from ....configs import PTT_BOARD, COOKIES +from typing import Callable, List, Optional + + +def fetch_ptt_boards( + boards_list: List[str], + callback: Callable, + index_from: Optional[str] = None, + index_to: Optional[str] = None, +): + """The fetch_ptt_boards function fetches the ptt boards htm indexes. + + Args: + boards_list (list): a list of boards + callback (Callable): a scrapy parse function + index_from (str | None): the starting html index + index_to (str | None): the ending html index + Returns: + a scrapy Request. + """ + + for board in boards_list: + if index_from is not None and index_to is not None: + if int(index_from) > int(index_to): + raise ValueError( + "the value of `index_from` cannot be greater than `index_to`." + ) + + for index in range(int(index_from), int(index_to) + 1): + url = PTT_BOARD.format(board, index) + yield Request(url, cookies=COOKIES, callback=callback) + else: + url = PTT_BOARD.format(board, "") + yield Request(url, cookies=COOKIES, callback=callback) diff --git a/ptt-crawler/scrapy.cfg b/ptt-crawler/scrapy.cfg new file mode 100644 index 0000000000000000000000000000000000000000..b63b4d360864a952c58c25ecceceade65ebd5fef --- /dev/null +++ b/ptt-crawler/scrapy.cfg @@ -0,0 +1,11 @@ +# Automatically created by: scrapy startproject +# +# For more information about the [deploy] section see: +# https://scrapyd.readthedocs.io/en/latest/deploy.html + +[settings] +default = scraptt.settings + +[deploy] +#url = http://localhost:6800/ +project = scraptt diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..588ca183841a1bc9ed008a373bb4ade000b3ce2f --- /dev/null +++ b/requirements.txt @@ -0,0 +1,7 @@ +aiofiles==0.8.0 +cwngraph==0.4.0 +distiltag==0.2.2 +streamlit==1.12.2 +python-dotenv==0.20.0 +cwnsensetagger==0.1.6 +ckip-transformers==0.3.2 diff --git a/twNLP-app/Dockerfile b/twNLP-app/Dockerfile new file mode 100644 index 0000000000000000000000000000000000000000..13cf5037e7ad432722fee410382abd8dddd80f5c --- /dev/null +++ b/twNLP-app/Dockerfile @@ -0,0 +1,20 @@ +FROM python:3.7-slim + +WORKDIR /app + +COPY ./Pipfile* ./ + +RUN pip install pipenv && \ + apt-get update && \ + apt-get install -y --no-install-recommends gcc python3-dev libssl-dev && \ + pipenv install --deploy --system && \ + apt-get remove -y gcc python3-dev libssl-dev && \ + apt-get autoremove -y && \ + pip uninstall pipenv -y \ + && rm -rf /var/lib/apt/lists/* + +COPY ./.streamlit ./.streamlit + +COPY ./src ./src + +EXPOSE 8501 \ No newline at end of file diff --git a/twNLP-app/LICENSE b/twNLP-app/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..261eeb9e9f8b2b4b0d119366dda99c6fd7d35c64 --- /dev/null +++ b/twNLP-app/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/twNLP-app/Pipfile b/twNLP-app/Pipfile new file mode 100644 index 0000000000000000000000000000000000000000..95ce3549b10697b0880efd930f22c73ccdd8aa24 --- /dev/null +++ b/twNLP-app/Pipfile @@ -0,0 +1,18 @@ +[[source]] +url = "https://pypi.org/simple" +verify_ssl = true +name = "pypi" + +[packages] +streamlit = "*" +ckip-transformers = "*" +cwngraph = "*" +distiltag = "*" +cwnsensetagger = "*" +aiofiles = "*" +python-dotenv = "*" + +[dev-packages] + +[requires] +python_version = "3.7" diff --git a/twNLP-app/Pipfile.lock b/twNLP-app/Pipfile.lock new file mode 100644 index 0000000000000000000000000000000000000000..2bb7aa7470e837a178ca0d6ca29d7582fdd10c86 --- /dev/null +++ b/twNLP-app/Pipfile.lock @@ -0,0 +1,953 @@ +{ + "_meta": { + "hash": { + "sha256": "c3ccdc36761e5f63f4df701a2b449aae3db40ccf5b055b6fc06ba39e61001309" + }, + "pipfile-spec": 6, + "requires": { + "python_version": "3.7" + }, + "sources": [ + { + "name": "pypi", + "url": "https://pypi.org/simple", + "verify_ssl": true + } + ] + }, + "default": { + "aiofiles": { + "hashes": [ + "sha256:7a973fc22b29e9962d0897805ace5856e6a566ab1f0c8e5c91ff6c866519c937", + "sha256:8334f23235248a3b2e83b2c3a78a22674f39969b96397126cc93664d9a901e59" 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"zipp": { + "hashes": [ + "sha256:05b45f1ee8f807d0cc928485ca40a07cb491cf092ff587c0df9cb1fd154848d2", + "sha256:47c40d7fe183a6f21403a199b3e4192cca5774656965b0a4988ad2f8feb5f009" + ], + "markers": "python_version >= '3.7'", + "version": "==3.8.1" + } + }, + "develop": {} +} diff --git a/twNLP-app/README.md b/twNLP-app/README.md new file mode 100644 index 0000000000000000000000000000000000000000..3cff81332af61a70f536c4a8ceb5b9b2342325f7 --- /dev/null +++ b/twNLP-app/README.md @@ -0,0 +1 @@ +# **ckip-cwn-app** diff --git a/twNLP-app/deployment/nginx.conf b/twNLP-app/deployment/nginx.conf new file mode 100644 index 0000000000000000000000000000000000000000..fc238bcb6ba558803a3d32c2b82f3467492f26b6 --- /dev/null +++ b/twNLP-app/deployment/nginx.conf @@ -0,0 +1,30 @@ +worker_processes auto; + +events { + worker_connections 1024; + multi_accept on; +} + +http { + map $http_upgrade $connection_upgrade { + default upgrade; + '' close; + } + + upstream app { + server app:8501; + } + + server { + listen 80; + charset utf-8; + + location / { + proxy_pass http://app; + proxy_http_version 1.1; + proxy_set_header Upgrade $http_upgrade; + proxy_set_header Connection $connection_upgrade; + auth_basic off; + } + } +} \ No newline at end of file diff --git a/twNLP-app/docker-compose.yml b/twNLP-app/docker-compose.yml new file mode 100644 index 0000000000000000000000000000000000000000..ed07eb9ff9be3a928ebad287af264efd4a78a322 --- /dev/null +++ b/twNLP-app/docker-compose.yml @@ -0,0 +1,20 @@ +version: "3" + +services: + app: + build: ./ + ports: + - 8501:8501 + command: "streamlit run ./src/app.py" + + nginx: + image: "nginx:stable" + depends_on: + - app + links: + - app + restart: always + ports: + - 80:80 + volumes: + - "./deployment/nginx.conf:/etc/nginx/nginx.conf" \ No newline at end of file diff --git a/twNLP-app/requirements.txt b/twNLP-app/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..4735b8f3f21cca73aa06fae5507e520230fcaaed --- /dev/null +++ b/twNLP-app/requirements.txt @@ -0,0 +1,7 @@ +aiofiles==0.8.0 +cwngraph==0.4.0 +distiltag==0.2.2 +streamlit==1.12.2 +python-dotenv==0.20.0 +cwnsensetagger==0.1.6 +ckip-transformers==0.3.2 \ No newline at end of file diff --git a/twNLP-app/src/app.py b/twNLP-app/src/app.py new file mode 100644 index 0000000000000000000000000000000000000000..8ce871a83cdd2a5a92d8e5309ed174675aa0dc84 --- /dev/null +++ b/twNLP-app/src/app.py @@ -0,0 +1,67 @@ +#!/usr/bin/env python3 # 學號：R09942097、姓名：陳建成、streamlit cloud link: https://jeffeuxmartin-assignment-1-jeffeuxmartin-twnlp-appsrcapp-8mil4y.streamlitapp.com/ + +import streamlit as st, pandas as pd, re, time +from views.components.spinner import dowload_ckip_package, download_cwn_drivers + +def load_corpus(path): + full_df = pd.read_json(path) + full_df.sort_values('index', ascending=False) + df = full_df[['title', 'web_url']] + return df, full_df + +def make_clickable(url, text): + # Ref.: https://discuss.streamlit.io/t/display-urls-in-dataframe-column-as-a-clickable-hyperlink/743/7 + return f'{text}' + +def run_app(path, ckip_nlp_models, cwn_upgrade) -> None: + # need to download first because CWN packages will first check whether + # there is .cwn_graph folder in the root directory. + download_cwn_drivers(cwn_upgrade) + dowload_ckip_package(ckip_nlp_models) + + from views.components.sidebar import visualize_side_bar + from views.containers import display_cwn, display_ckip, display_data_form + + st.title("PTT 語料庫搜尋分析工具 (ver. 0.1)") + input_data = display_data_form() + max_articles = st.slider('最多標題數：', min_value=0, max_value=30, step=1, value=3) + model, pipeline, active_visualizers = visualize_side_bar(ckip_nlp_models) + display_factories = { + "CKIP": display_ckip, + "CWN": display_cwn, + } + df, full_df = load_corpus(path) + if "input_data" in st.session_state: + queries = st.session_state["input_data"] + for query in queries: + df = df[df["title"].str.contains(query)] + df = df.iloc[:max_articles] + + if len(df) > 0: + st.markdown("#### 搜尋文章標題結果 ####") + st.markdown('\n'.join( + f"1. [{it.title}]({it.web_url})" + for it in df.itertuples()) + ) + + _cleaned_titles = [ + re.sub('^\[[^]]*\] *', '', + re.sub('^R\: *', '', title)) + for title in df['title']] + cleaned_titles = [] + for t in _cleaned_titles: + if t not in cleaned_titles: + cleaned_titles.append(t) + + display_factories[pipeline]( + model, active_visualizers, + cleaned_titles, + ) + else: + st.markdown("## No results match! Q_Q... ##") + + +if __name__ == "__main__": + ckip_nlp_models = ["bert-base", "albert-tiny", "bert-tiny", "albert-base"] + run_app('../data/corpus.json', ckip_nlp_models, cwn_upgrade=False) + diff --git a/twNLP-app/src/configs/__init__.py b/twNLP-app/src/configs/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..ebd2cc2210f3793e424c9630ce14e0456fb7c998 --- /dev/null +++ b/twNLP-app/src/configs/__init__.py @@ -0,0 +1,10 @@ +from .ckip import ckip_path, download_ckip_drivers +from .cwn import cwn_model_path, download_cwn_models + + +__all__ = [ + "ckip_path", + "download_ckip_drivers", + "cwn_model_path", + "download_cwn_models", +] diff --git a/twNLP-app/src/configs/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/configs/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..ae2f77c376cc6d2d592b239a2cc066e31768745e Binary files /dev/null and b/twNLP-app/src/configs/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/configs/__pycache__/ckip.cpython-38.pyc b/twNLP-app/src/configs/__pycache__/ckip.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..1c6eee87b9fb57c9d355f30000c8f3d2a31f082e Binary files /dev/null and b/twNLP-app/src/configs/__pycache__/ckip.cpython-38.pyc differ diff --git a/twNLP-app/src/configs/__pycache__/cwn.cpython-38.pyc b/twNLP-app/src/configs/__pycache__/cwn.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..884b5d2f05eddca0ee41cf0f05be0f1d3c31a4b8 Binary files /dev/null and b/twNLP-app/src/configs/__pycache__/cwn.cpython-38.pyc differ diff --git a/twNLP-app/src/configs/ckip.py b/twNLP-app/src/configs/ckip.py new file mode 100644 index 0000000000000000000000000000000000000000..8a4d19944ea3208a1ca85d2ccdbbc25c5e41e6ee --- /dev/null +++ b/twNLP-app/src/configs/ckip.py @@ -0,0 +1,45 @@ +import pickle +import asyncio +import aiofiles +from pathlib import Path + + +pkg_path = Path("__file__").resolve().parent / "src" +print('pkg_path = {}'.format(pkg_path)) +ckip_path = pkg_path / "models" / "ckip" +print('ckip_path = {}'.format(ckip_path)) +pkg_path.parent.mkdir(parents=True, exist_ok=True) +ckip_path.parent.mkdir(parents=True, exist_ok=True) +ckip_path.mkdir(parents=True, exist_ok=True) +permission_tester = ckip_path / f"drivers_permission_tester.txt" +with open(permission_tester, 'w') as f_test: pass # check permission + + +async def write_drivers(nlp_model: str) -> None: + """The write drivers function writes the ckip drivers to pickle files asynchronously. + Args: + nlp_model (str): the nlp model name + """ + driver_path = ckip_path / f"{nlp_model}_drivers.pickle" + with open(driver_path, 'w') as f_test: pass # check permission + from ckip_transformers.nlp import ( + CkipWordSegmenter, + CkipPosTagger, + CkipNerChunker, + ) + + drivers = ( + CkipWordSegmenter(model=nlp_model), + CkipPosTagger(model=nlp_model), + CkipNerChunker(model=nlp_model), + ) + + driver_path = ckip_path / f"{nlp_model}_drivers.pickle" + async with aiofiles.open(driver_path, mode="wb") as file: + result = pickle.dumps(drivers) + await file.write(result) + print(f"{nlp_model}_drivers.pickle done!") + + +async def download_ckip_drivers(ckip_nlp_models): + await asyncio.gather(*list(map(write_drivers, ckip_nlp_models))) diff --git a/twNLP-app/src/configs/cwn.py b/twNLP-app/src/configs/cwn.py new file mode 100644 index 0000000000000000000000000000000000000000..514d57ca6a54fbff856d5762eb5c2a60c694a85f --- /dev/null +++ b/twNLP-app/src/configs/cwn.py @@ -0,0 +1,14 @@ +from pathlib import Path +from typing import Optional + + +cwn_model_path = Path.home().resolve() / ".cwn_graph" + + +def download_cwn_models(upgrade: Optional[bool] = False): + import CwnSenseTagger, DistilTag + from CwnGraph import CwnImage + + DistilTag.download(upgrade=upgrade) + CwnSenseTagger.download(upgrade=upgrade) + CwnImage.latest() diff --git a/twNLP-app/src/context/__init__.py b/twNLP-app/src/context/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..6933961beaccfbd1281371dad3cb43dca0c05a7a --- /dev/null +++ b/twNLP-app/src/context/__init__.py @@ -0,0 +1,5 @@ +from .wsg import use_WSG +from .actions import WSGKind + + +__all__ = ["use_WSG", "WSGKind"] diff --git a/twNLP-app/src/context/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/context/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..3e2858a7ceb0b480873fe6abebf5ac2b13c64cef Binary files /dev/null and b/twNLP-app/src/context/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/context/__pycache__/actions.cpython-38.pyc b/twNLP-app/src/context/__pycache__/actions.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..27dfeee1a32abaa90387f50abfe986f0ed41a1da Binary files /dev/null and b/twNLP-app/src/context/__pycache__/actions.cpython-38.pyc differ diff --git a/twNLP-app/src/context/__pycache__/reducer.cpython-38.pyc b/twNLP-app/src/context/__pycache__/reducer.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..9101aa0b5814c066a5e2afdca45289d368a1dd67 Binary files /dev/null and b/twNLP-app/src/context/__pycache__/reducer.cpython-38.pyc differ diff --git a/twNLP-app/src/context/__pycache__/wsg.cpython-38.pyc b/twNLP-app/src/context/__pycache__/wsg.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..aa42b52973dbdf0637e7e5349cc1000c0d7362ab Binary files /dev/null and b/twNLP-app/src/context/__pycache__/wsg.cpython-38.pyc differ diff --git a/twNLP-app/src/context/actions.py b/twNLP-app/src/context/actions.py new file mode 100644 index 0000000000000000000000000000000000000000..58a31ef8717a5485d65c75370acbf696d3261702 --- /dev/null +++ b/twNLP-app/src/context/actions.py @@ -0,0 +1,30 @@ +from typing import Any +from enum import Enum, auto +from types import SimpleNamespace +from dataclasses import dataclass, FrozenInstanceError + + +class WSGKind(Enum): + ADD_WSG = auto() + RESET = auto() + + +class FrozenSimpleNamespace(SimpleNamespace): + def __init__(self, **kwargs): + super().__init__(**kwargs) + + def __setattr__(self, name: str, value: Any) -> None: + raise FrozenInstanceError(f"cannot assign to field '{name}'") + + +@dataclass(frozen=True) +class Action: + """ + The Action object contains the payload of information. + """ + + kind: WSGKind + payload: dict + + def __post_init__(self): + super().__setattr__("payload", FrozenSimpleNamespace(**self.payload)) diff --git a/twNLP-app/src/context/reducer.py b/twNLP-app/src/context/reducer.py new file mode 100644 index 0000000000000000000000000000000000000000..ea1afe70685eee6c7a4a041494ffb79e0aa56025 --- /dev/null +++ b/twNLP-app/src/context/reducer.py @@ -0,0 +1,13 @@ +from typing import Any, Union +from .actions import WSGKind, Action + + +def reducer(state, action: Action) -> Union[str, Any]: + """The reducer function generates new states.""" + + initial_state = (state != None) if state else "" + + if action["kind"] == WSGKind.ADD_WSG: + return action["payload"] + + return initial_state diff --git a/twNLP-app/src/context/wsg.py b/twNLP-app/src/context/wsg.py new file mode 100644 index 0000000000000000000000000000000000000000..774649a019b536ce6f30b0a73b5ca6fbf8cfa85a --- /dev/null +++ b/twNLP-app/src/context/wsg.py @@ -0,0 +1,19 @@ +from .reducer import reducer +from utils.stores import Store +from typing import Callable, List, Union + +wsg_store = None + + +def return_value(): + return wsg_store.get_state() + + +wsg_store = Store(reducer) + +wsg_store.add_listener(return_value) + + +def use_WSG() -> List[Union[str, Callable]]: + """The use_WSG function contains wsg result and and wsg dispatcher.""" + return [wsg_store.get_state(), wsg_store.dispatch] diff --git a/twNLP-app/src/controllers/ckip/__init__.py b/twNLP-app/src/controllers/ckip/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..22de1fcd971004bd4c8e15f13e64d080386b2860 --- /dev/null +++ b/twNLP-app/src/controllers/ckip/__init__.py @@ -0,0 +1,6 @@ +from .ner import handle_create_ner +from .pos import handle_create_pos +from .wsg import handle_create_wsg + + +__all__ = ["handle_create_ner", "handle_create_pos", "handle_create_wsg"] diff --git a/twNLP-app/src/controllers/ckip/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/controllers/ckip/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..394021eb4eee839689a4236bc110411a02aede2d Binary files /dev/null and b/twNLP-app/src/controllers/ckip/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/controllers/ckip/__pycache__/ner.cpython-38.pyc b/twNLP-app/src/controllers/ckip/__pycache__/ner.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..d721dfe48ca83813cf088fc1e0ec3ab4a262a202 Binary files /dev/null and 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b/twNLP-app/src/controllers/ckip/ner.py @@ -0,0 +1,34 @@ +import asyncio +from typing import List, Union +from models import connect_ckip_drivers +from ckip_transformers.nlp.util import NerToken +from utils.ckip.ner import chunk_multiple_entities + + +def is_list_of_empty_list(ner_token_list: List[Union[NerToken, None]]) -> bool: + """The is_list_of_empty_list function checks whether a list is full of empty lists. + Args: + ner_token_list (list): the result of the ner driver + Returns: + a bool + """ + return all(map(lambda value: not value, ner_token_list)) + + +def handle_create_ner(nlp_model: str, sentence_list: List[str]) -> List[str]: + """The handle_create_ner function handles the request that deals with NER. + Args: + nlp_model (str): the nlp model name + sentence_list (list): a list of sentences + Returns: + a list of strings + """ + ner_driver = connect_ckip_drivers(nlp_model)[2] + ner_token_list = ner_driver(sentence_list) + + if is_list_of_empty_list(ner_token_list): + return sentence_list + + returned = asyncio.run(chunk_multiple_entities(zip(sentence_list, ner_token_list))) + return returned + \ No newline at end of file diff --git a/twNLP-app/src/controllers/ckip/pos.py b/twNLP-app/src/controllers/ckip/pos.py new file mode 100644 index 0000000000000000000000000000000000000000..9ecbc0652958156a3b4df1807fb1b395a6da3904 --- /dev/null +++ b/twNLP-app/src/controllers/ckip/pos.py @@ -0,0 +1,18 @@ +import asyncio +from typing import List +from context import use_WSG +from utils.ckip.pos import PosTagging +from utils.text import add_multiple_textsubscripts + + +def handle_create_pos(nlp_model: str, sentence_list: List[str]): + """The handle_create_pos function handles the request that deals with pos-tagging. + Args: + sentence_list (list): a list of sentences + Returns: + a list of strings + """ + + ws_result = use_WSG()[0] + segmented_result = PosTagging(nlp_model, ws_result).tag() + return asyncio.run(add_multiple_textsubscripts("pos", segmented_result)) diff --git a/twNLP-app/src/controllers/ckip/wsg.py b/twNLP-app/src/controllers/ckip/wsg.py new file mode 100644 index 0000000000000000000000000000000000000000..308f3eb58bc290c05f163bbc03b341a6e40e3234 --- /dev/null +++ b/twNLP-app/src/controllers/ckip/wsg.py @@ -0,0 +1,20 @@ +import asyncio +from typing import List +from context import use_WSG, WSGKind +from utils.ckip.wsg import WordSegmentation +from utils.text import add_multiple_textsubscripts + + +def handle_create_wsg(nlp_model: str, sentence_list: List[str]) -> List[str]: + """The handle_create_wsg function handles the request that deals with word + segmentation. + Args: + sentence_list (list): a list of sentences + Returns: + a list of strings + """ + + ws_result = WordSegmentation(nlp_model, sentence_list).segment() + dispatch = use_WSG()[1] + dispatch({"kind": WSGKind.ADD_WSG, "payload": ws_result}) + return asyncio.run(add_multiple_textsubscripts("ws", ws_result)) \ No newline at end of file diff --git a/twNLP-app/src/controllers/cwn/__init__.py b/twNLP-app/src/controllers/cwn/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..6436dc0c0370170b9b74ad047bf9f8872543345c --- /dev/null +++ b/twNLP-app/src/controllers/cwn/__init__.py @@ -0,0 +1,4 @@ +from .cwn_sense_tag import handle_create_cwn_tags + + +__all__ = ["handle_cwn_sense_tag"] diff --git a/twNLP-app/src/controllers/cwn/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/controllers/cwn/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..14fa00d5ddd72053af5bdc320f78dd4e8b719da8 Binary files /dev/null and b/twNLP-app/src/controllers/cwn/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/controllers/cwn/__pycache__/cwn_sense_tag.cpython-38.pyc b/twNLP-app/src/controllers/cwn/__pycache__/cwn_sense_tag.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..9f36f75761c84da7fbb423ac9070ff4c2a1d8ec2 Binary files /dev/null and b/twNLP-app/src/controllers/cwn/__pycache__/cwn_sense_tag.cpython-38.pyc differ diff --git a/twNLP-app/src/controllers/cwn/cwn_sense_tag.py b/twNLP-app/src/controllers/cwn/cwn_sense_tag.py new file mode 100644 index 0000000000000000000000000000000000000000..9682dd9481ac1537f51750e661e2f5a3ba19f9ac --- /dev/null +++ b/twNLP-app/src/controllers/cwn/cwn_sense_tag.py @@ -0,0 +1,25 @@ +import asyncio +from typing import List +from utils.text import add_multiple_textsubscripts +from utils.cwn import disambiguate_word_sense, create_cwn_sense_tags + + +async def create_tags(segmented_result: List[str]): + """The create_tags function runs two asynchronous operations (i.e. + `add_multiple_textsubscripts` and `create_cwn_sense_tags`). + Args: + segmented_result (list) + """ + + return await asyncio.gather( + *[ + add_multiple_textsubscripts("cwn", segmented_result), + create_cwn_sense_tags(segmented_result), + ] + ) + + +def handle_create_cwn_tags(sentence_list: List[str]) -> List[str]: + segmented_result = asyncio.run(disambiguate_word_sense(sentence_list)) + span_tags, cwn_tags = asyncio.run(create_tags(segmented_result)) + return span_tags, cwn_tags \ No newline at end of file diff --git a/twNLP-app/src/models/__init__.py b/twNLP-app/src/models/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..067648579f79ee55e314ea4cddfc8d5028abedd0 --- /dev/null +++ b/twNLP-app/src/models/__init__.py @@ -0,0 +1,4 @@ +from .ckip import connect_ckip_drivers + + +__all__ = ["connect_ckip_drivers"] diff --git a/twNLP-app/src/models/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/models/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..bd406bb234e1e548fc6d864683b8d4fb8123c5a6 Binary files /dev/null and b/twNLP-app/src/models/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/models/ckip/__init__.py b/twNLP-app/src/models/ckip/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..067648579f79ee55e314ea4cddfc8d5028abedd0 --- /dev/null +++ b/twNLP-app/src/models/ckip/__init__.py @@ -0,0 +1,4 @@ +from .ckip import connect_ckip_drivers + + +__all__ = ["connect_ckip_drivers"] diff --git a/twNLP-app/src/models/ckip/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/models/ckip/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..f9a4551588d81f3eddffbf03209030883b3467c8 Binary files /dev/null and b/twNLP-app/src/models/ckip/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/models/ckip/__pycache__/ckip.cpython-38.pyc b/twNLP-app/src/models/ckip/__pycache__/ckip.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..a82a8f5e89973d2af1ca7d08911761556beb6c35 Binary files /dev/null and b/twNLP-app/src/models/ckip/__pycache__/ckip.cpython-38.pyc differ diff --git a/twNLP-app/src/models/ckip/ckip.py b/twNLP-app/src/models/ckip/ckip.py new file mode 100644 index 0000000000000000000000000000000000000000..4022005b1950e36979d570c493d45cb452cc5ffb --- /dev/null +++ b/twNLP-app/src/models/ckip/ckip.py @@ -0,0 +1,17 @@ +import pickle +from configs import ckip_path + + +def connect_ckip_drivers(nlp_model: str) -> tuple: + """The connect_ckip_drivers function connects to the ckip drivers. + + Args: + nlp_model (str): the nlp model name + Returns: + a tuple, containing CkipWordSegmenter, CkipPosTagger and CkipNerChunker. + """ + + driver_path = ckip_path / f"{nlp_model}_drivers.pickle" + + with open(driver_path, "rb") as file: + return pickle.load(file) \ No newline at end of file diff --git a/twNLP-app/src/utils/ckip/ner/__init__.py b/twNLP-app/src/utils/ckip/ner/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..98ce5dbe4915da8d795b5d31cbb7599cec841962 --- /dev/null +++ b/twNLP-app/src/utils/ckip/ner/__init__.py @@ -0,0 +1,4 @@ +from .chunker import chunk_entities, chunk_multiple_entities + + +__all__ = ["chunk_entities", "chunk_multiple_entities"] diff --git a/twNLP-app/src/utils/ckip/ner/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/utils/ckip/ner/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..db389720c25e66d254fb6cf0c3ef2844cb01564f Binary files /dev/null and b/twNLP-app/src/utils/ckip/ner/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/ckip/ner/__pycache__/chunker.cpython-38.pyc b/twNLP-app/src/utils/ckip/ner/__pycache__/chunker.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..bac96f0b2432df2974e53ea0151248acca186efb Binary files /dev/null and b/twNLP-app/src/utils/ckip/ner/__pycache__/chunker.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/ckip/ner/__pycache__/ner.cpython-38.pyc b/twNLP-app/src/utils/ckip/ner/__pycache__/ner.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..10aebf19cffe86b2e1d90fbad34d78cc56a67aee Binary files /dev/null and b/twNLP-app/src/utils/ckip/ner/__pycache__/ner.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/ckip/ner/chunker.py b/twNLP-app/src/utils/ckip/ner/chunker.py new file mode 100644 index 0000000000000000000000000000000000000000..45e2f75f4145b795fc30baf771d2b52dbe2352f1 --- /dev/null +++ b/twNLP-app/src/utils/ckip/ner/chunker.py @@ -0,0 +1,13 @@ +import asyncio +from .ner import create_ner +from typing import List, Tuple, Union +from ckip_transformers.nlp.util import NerToken + + +async def chunk_entities(zip_value: Tuple[Union[str, NerToken]]) -> str: + sentence, ner_token_list = zip_value + return create_ner(sentence, ner_token_list) + + +async def chunk_multiple_entities(data: zip) -> List[str]: + return await asyncio.gather(*list(map(chunk_entities, data))) \ No newline at end of file diff --git a/twNLP-app/src/utils/ckip/ner/ner.py b/twNLP-app/src/utils/ckip/ner/ner.py new file mode 100644 index 0000000000000000000000000000000000000000..a9b8a686b7a7bbeb3bb50cd63e17c421297e360f --- /dev/null +++ b/twNLP-app/src/utils/ckip/ner/ner.py @@ -0,0 +1,70 @@ +from functools import lru_cache +from ...text import create_entity_color +from typing import List, Tuple, Optional +from ckip_transformers.nlp.util import NerToken + + +def add_textsubscript(ner_token_list: List[NerToken]) -> Tuple[Tuple[str]]: + """The add_textsubscript function combines the token word and the + NER-tag, and specifies the NER-tag to be displayed as subscript. + Args: + ner_token_list (NerToken): a list of NerToken + Returns: + a tuple: ( + ("傅達仁PERSON", (0, 3)) + ... + ) + """ + + combine = lambda value: ( + f"{value.word}{value.ner}", + value.idx, + ) + return tuple(map(combine, ner_token_list)) + + +@lru_cache(maxsize=None) +def modify_sentence( + span_tuple: Tuple[Tuple[str]], sentence: str, increased_len: Optional[int] = 0 +) -> str: + if len(list(span_tuple)) == 1: + span_list = list(span_tuple) + modified_word, index = span_list[0] + start_index, end_index = index + start_index += increased_len + end_index += increased_len + return "".join((sentence[:start_index], modified_word, sentence[end_index:])) + + span_list = list(span_tuple) + if len(span_list) == 0: + return sentence # JEFF + modified_word, index = span_list.pop(0) + span_tuple = tuple(span_list) + + start_index, end_index = index + + if increased_len: + start_index += increased_len + end_index += increased_len + + original_word = sentence[start_index:end_index] + modified_sentence = "".join( + (sentence[:start_index], modified_word, sentence[end_index:]) + ) + + index_gap = len(modified_word) - len(original_word) + return modify_sentence(span_tuple, modified_sentence, increased_len + index_gap) + + +def create_ner(sentence: str, ner_token_list: List[NerToken]) -> str: + """The replace_entities function replaces words that are recognized + as the token words with opening and closing span tags. + Args: + sentence (str): the orignal sentence + ner_token_list (NerToken): a list of NerToken + Returns: + a str + """ + modified_ner_token_list = add_textsubscript(ner_token_list) + returned = modify_sentence(modified_ner_token_list, sentence) + return returned diff --git a/twNLP-app/src/utils/ckip/pos/__init__.py b/twNLP-app/src/utils/ckip/pos/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..30b5eea7788730079ad11214080a2d31b7d8f7b2 --- /dev/null +++ b/twNLP-app/src/utils/ckip/pos/__init__.py @@ -0,0 +1,4 @@ +from .pos import PosTagging + + +__all__ = ["PosTagging"] diff --git a/twNLP-app/src/utils/ckip/pos/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/utils/ckip/pos/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..8108c492095e942e0a71a54b1c25778f14f7b811 Binary files /dev/null and b/twNLP-app/src/utils/ckip/pos/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/ckip/pos/__pycache__/pos.cpython-38.pyc b/twNLP-app/src/utils/ckip/pos/__pycache__/pos.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..779f8241d03d23c9450ad35ad92146c970816455 Binary files /dev/null and b/twNLP-app/src/utils/ckip/pos/__pycache__/pos.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/ckip/pos/pos.py b/twNLP-app/src/utils/ckip/pos/pos.py new file mode 100644 index 0000000000000000000000000000000000000000..6ba114d14f9a5e0fd65ef55c935bce6058171ac1 --- /dev/null +++ b/twNLP-app/src/utils/ckip/pos/pos.py @@ -0,0 +1,38 @@ +from typing import List, Union +from dataclasses import dataclass +from models import connect_ckip_drivers + + +@dataclass +class PosTagging: + """ + The PosTagging object marks a word in `ws_result` as corresponding to a particular part of speech. + """ + + nlp_model: str + ws_result: List[Union[List[None], List[str]]] + + def __post_init__(self) -> None: + self.pos_driver = connect_ckip_drivers(self.nlp_model)[1] + + def pack_ws_pos_sentece(self, ws_pos_pair: tuple) -> List[tuple]: + """The pack_ws_pos_sentece method packs both words and thier part-of-speech to a pair. + Args: + ws_pos_pair (tuple): the pair of a word and its corresponding part-of-speech + Returns: + a list of tuples: [ + ('我', 'Nh'), + ('喜歡', 'VK'), + ('程式', 'Na') + ] + """ + + sentence_ws, sentence_pos = ws_pos_pair + assert len(sentence_ws) == len(sentence_pos) + return list( + map(lambda word_pos_pair: word_pos_pair, zip(sentence_ws, sentence_pos)) + ) + + def tag(self): + pos_pipeline = self.pos_driver(self.ws_result, use_delim=True) + return list(map(self.pack_ws_pos_sentece, zip(self.ws_result, pos_pipeline))) diff --git a/twNLP-app/src/utils/ckip/wsg/__init__.py b/twNLP-app/src/utils/ckip/wsg/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..1eb6a36f81b396e0f3d1ea5ca67907f49256a825 --- /dev/null +++ b/twNLP-app/src/utils/ckip/wsg/__init__.py @@ -0,0 +1,4 @@ +from .wsg import WordSegmentation + + +__all__ = ["WordSegmentation"] diff --git a/twNLP-app/src/utils/ckip/wsg/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/utils/ckip/wsg/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..44e1c15a559fbfbc7f8972769e91b50cd5bf3bf6 Binary files /dev/null and b/twNLP-app/src/utils/ckip/wsg/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/ckip/wsg/__pycache__/wsg.cpython-38.pyc b/twNLP-app/src/utils/ckip/wsg/__pycache__/wsg.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..a5dc72c3944d7378ccba3c0a0d6ce65f668959a3 Binary files /dev/null and b/twNLP-app/src/utils/ckip/wsg/__pycache__/wsg.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/ckip/wsg/wsg.py b/twNLP-app/src/utils/ckip/wsg/wsg.py new file mode 100644 index 0000000000000000000000000000000000000000..09973f9783613cc1509eb6c27fb03ed45644e17c --- /dev/null +++ b/twNLP-app/src/utils/ckip/wsg/wsg.py @@ -0,0 +1,40 @@ +from typing import List, Union +from dataclasses import dataclass +from models import connect_ckip_drivers + + +@dataclass +class WordSegmentation: + """ + The WordSegmentation object divides written text in `sentence_lists` into meaningful units. + """ + + nlp_model: str + sentence_list: List[str] + + def __post_init__(self) -> None: + self.ws_driver = connect_ckip_drivers(self.nlp_model)[0] + + def remove_empty_string(self, sentence_list: List[str]) -> List[str]: + """The remove_empty_string method removes empty string in `sentence_list`. + Args: + sentence_list (list) + Returns: + a list + """ + return list(filter(lambda value: value != "", sentence_list)) + + def segment(self) -> List[Union[List[None], List[List[str]]]]: + """The segment method divides written text in `sentence_lists` into meaningful units. + Returns: + a list of splitting text, an empty list otherwise. + """ + invalid_list = not self.sentence_list or all( + [value == "" for value in self.sentence_list] + ) + + if invalid_list: + return self.sentence_list + + filtered_list = self.remove_empty_string(self.sentence_list) + return self.ws_driver(filtered_list, use_delim=True) diff --git a/twNLP-app/src/utils/cwn/__init__.py b/twNLP-app/src/utils/cwn/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..5316e51e18da6e2d6b09433d66a5ac3f956d4d1a --- /dev/null +++ b/twNLP-app/src/utils/cwn/__init__.py @@ -0,0 +1,4 @@ +from .tagger import disambiguate_word_sense, create_cwn_sense_tags + + +__all__ = ["disambiguate_word_sense", "create_cwn_sense_tags"] diff --git a/twNLP-app/src/utils/cwn/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/utils/cwn/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..872ae5979884a3a02381580d8291c35577cc4723 Binary files /dev/null and b/twNLP-app/src/utils/cwn/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/cwn/__pycache__/tagger.cpython-38.pyc b/twNLP-app/src/utils/cwn/__pycache__/tagger.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..b73517bbf5f18a690f6bb0ed632493dfa72b5b6d Binary files /dev/null and b/twNLP-app/src/utils/cwn/__pycache__/tagger.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/cwn/tagger.py b/twNLP-app/src/utils/cwn/tagger.py new file mode 100644 index 0000000000000000000000000000000000000000..cb1ea997701f85b93f722293f6c6f27961acf6ba --- /dev/null +++ b/twNLP-app/src/utils/cwn/tagger.py @@ -0,0 +1,39 @@ +import asyncio +from typing import List, Tuple +from DistilTag import DistilTag +from CwnSenseTagger import senseTag + + +# -------------------------------------------------------------------- +# distil tag + +tagger = DistilTag() + + +async def tag_values(value): + """The tag_values function makes `tagger.tag` function an asynchronous function.""" + return tagger.tag(value) + + +async def disambiguate_word_sense(sentence_list: List[str]) -> List[Tuple[str]]: + """The disambiguate_word_sense function disambiuates the word sense. + Args: + sentence_list (list): a list of sentences + Returns: + a list of tuples. + """ + + return await asyncio.gather(*list(map(tag_values, sentence_list))) + + +# -------------------------------------------------------------------- +# CWN sense tag + + +async def sense_value(value): + """The sense_value function makes `senseTag` function an asynchronous function.""" + return senseTag(value) + + +async def create_cwn_sense_tags(disambiguated_list: List[List[List[tuple]]]): + return await asyncio.gather(*list(map(sense_value, disambiguated_list))) diff --git a/twNLP-app/src/utils/stores/__init__.py b/twNLP-app/src/utils/stores/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..d7e0771446ebd27c4e2ea12ab57e0664fe045b38 --- /dev/null +++ b/twNLP-app/src/utils/stores/__init__.py @@ -0,0 +1,4 @@ +from .store import Store + + +__all__ = ["Store"] diff --git a/twNLP-app/src/utils/stores/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/utils/stores/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..3e9ceec85034b74135131b72e0afbb435622e27f Binary files /dev/null and b/twNLP-app/src/utils/stores/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/stores/__pycache__/store.cpython-38.pyc b/twNLP-app/src/utils/stores/__pycache__/store.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..571b3989b9795c6d727f3f5ebe5687d383d3f65b Binary files /dev/null and b/twNLP-app/src/utils/stores/__pycache__/store.cpython-38.pyc differ diff --git a/twNLP-app/src/utils/stores/store.py b/twNLP-app/src/utils/stores/store.py new file mode 100644 index 0000000000000000000000000000000000000000..581e3b9bd16d5954706af642bbe92e4dbf9a8da5 --- /dev/null +++ b/twNLP-app/src/utils/stores/store.py @@ -0,0 +1,48 @@ +from dataclasses import dataclass +from typing import Any, Callable, Dict + + +@dataclass +class Store: + """ + The Store object keeps tracks of changes and generates new states via a reducer. + """ + + reducer: Callable + + def __post_init__(self): + if callable(self.reducer) != True: + raise ValueError("Expecting a callable reducer function") + + self.__states = None + self.__listeners = list() + self.__reducer = self.reducer + + def dispatch(self, action: Dict[str, Any]): + if type(action) != dict: + raise ValueError("Expecting action to be of type dictionary") + + has_kind = "kind" in action + + if not has_kind: + raise ValueError("Action is expected to have an attribute 'kind'") + + currentStates = None + + if type(self.__states) == dict: + currentStates = self.__states.copy() + + self.__states = self.__reducer(currentStates, action) + self.__emitListeners() + pass + + def __emitListeners(self): + for listener in self.__listeners: + listener() + + def add_listener(self, callback): + if callable(callback): + self.__listeners.append(callback) + + def get_state(self): + return self.__states diff --git a/twNLP-app/src/utils/text/__init__.py b/twNLP-app/src/utils/text/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e51294f35aae1b9909ce64ea069b63ccf88b32ab --- /dev/null +++ b/twNLP-app/src/utils/text/__init__.py @@ -0,0 +1,5 @@ +from .textsubscript import add_multiple_textsubscripts +from .text_color import create_entity_color, create_pos_color + + +__all__ = ["add_multiple_textsubscripts", "create_entity_color", "create_pos_color"] diff --git a/twNLP-app/src/utils/text/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/utils/text/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..5799b53c96c5afacb11604803377ca047c017c74 Binary files /dev/null and b/twNLP-app/src/utils/text/__pycache__/__init__.cpython-38.pyc differ diff --git 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create_pos_color(pos: str) -> str: + """The create_color function creats a text color base on the `pos` type. + Args: + pos (str): part of speech + Returns: + a str (e.g. 'rgb(255,0,0)' or '#ff0000') + """ + + if len(pos) >= 4: + return "rgb(102, 102, 102)" + + pos_color_factories = { + "A": "rgb(21, 170, 191)", + "C": "rgb(231, 41, 138)", + "D": "rgb(117, 112, 179)", + "I": "rgb(102, 166, 30)", + "N": "rgb(27, 158, 119)", + "P": "rgb(102, 166, 30)", + "S": "rgb(166, 118, 29)", + "T": "rgb(102, 166, 30)", + "V": "rgb(217, 95, 2)", + "F": "rgb(230, 171, 2)", + } + + return pos_color_factories[pos[0]] + + +def create_entity_color(entity: str): + """The create_color function creats a text color base on the `entity` type. + Args: + entity (str): an entity type from the result of NER + Returns: + a str (e.g. 'rgb(255,0,0)' or '#ff0000') + """ + + entity_color_factories = { + "GPE": "rgb(102, 166, 30)", + "PERSON": "rgb(166, 118, 29)", + "DATE": "rgb(217, 95, 2)", + "ORG": "rgb(102, 166, 30)", + "CARDINAL": "rgb(27, 158, 119)", + "ORDINAL": "rgb(231, 41, 138)", + "NORP": "rgb(117, 112, 179)", + "LOC": "rgb(27, 158, 119)", + "TIME": "rgb(117, 112, 179)", + "FAC": "rgb(231, 41, 138)", + "MONEY": "rgb(217, 95, 2)", + "ORDINAL": "rgb(231, 41, 138)", + "EVENT": "rgb(117, 112, 179)", + "WORK_OF_ART": "rgb(231, 41, 138)", + "QUANTITY": "rgb(217, 95, 2)", + "PERCENT": "rgb(230, 171, 2)", + "LANGUAGE": "rgb(230, 171, 2)", + "PRODUCT": "rgb(27, 158, 119)", + "LAW": "rgb(166, 118, 29)", + } + return entity_color_factories[entity] diff --git a/twNLP-app/src/utils/text/textsubscript.py b/twNLP-app/src/utils/text/textsubscript.py new file mode 100644 index 0000000000000000000000000000000000000000..b4fa094aade2e0bf43876cee8695fab279abdd87 --- /dev/null +++ b/twNLP-app/src/utils/text/textsubscript.py @@ -0,0 +1,39 @@ +import asyncio +from itertools import chain +from typing import List, Union +from .text_color import create_pos_color + + +async def add_pos_textsubscript(data_list: List[str]) -> str: + + create = ( + lambda value: f"""{value[0]}({value[1]})""" + ) + return "".join(list(map(create, data_list))) + + +async def add_ws_textsubscript(data_list: List[str]) -> str: + create = lambda value: f"{value}" + return "".join(list(map(create, data_list))) + + +async def add_cwn_textsubscript(segmented_list) -> str: + create = ( + lambda value: f"{value[0]}{value[1]}" + ) + return "".join(list(map(create, chain(*segmented_list)))) + + +async def add_multiple_textsubscripts( + target: str, list_of_lists: List[List[Union[str, tuple]]] +) -> List[str]: + + textsubscript_factories = { + "ws": add_ws_textsubscript, + "pos": add_pos_textsubscript, + "cwn": add_cwn_textsubscript, + } + + return await asyncio.gather( + *list(map(textsubscript_factories[target], list_of_lists)) + ) diff --git a/twNLP-app/src/views/__init__.py b/twNLP-app/src/views/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff 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form_factories = { + "text-area": add_text_area, + "select-box": add_selectbox, + "multi-select": add_multiselect, + } + + return form_factories[control](**kwargs) diff --git a/twNLP-app/src/views/components/form/form_components/__init__.py b/twNLP-app/src/views/components/form/form_components/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..1cde5b6c4a3aa49a2f72d2b32809b2677e8f3a9f --- /dev/null +++ b/twNLP-app/src/views/components/form/form_components/__init__.py @@ -0,0 +1,6 @@ +from .text_area import add_text_area +from .select_box import add_selectbox +from .multi_select import add_multiselect + + +__all__ = ["add_text_area", "add_selectbox", "add_multiselect"] diff --git a/twNLP-app/src/views/components/form/form_components/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/views/components/form/form_components/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 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title: str, + options: List[str], + key: Optional[str] = None, + on_change: Optional[Callable] = None, + format_func: Optional[Callable] = None +): + return sidebar.multiselect( + title, + options=options, + default=list(options), + key=key, + on_change=on_change, + format_func=format_func + ) diff --git a/twNLP-app/src/views/components/form/form_components/select_box.py b/twNLP-app/src/views/components/form/form_components/select_box.py new file mode 100644 index 0000000000000000000000000000000000000000..aa0a0b3ebdd73bc7c33e42fd6c96615b288a25d0 --- /dev/null +++ b/twNLP-app/src/views/components/form/form_components/select_box.py @@ -0,0 +1,11 @@ +from streamlit import selectbox +from typing import Callable, Optional, Tuple + + +def add_selectbox( + title: str, + options: Tuple[str], + key: Optional[str] = None, + on_change: Optional[Callable] = None, +): + return selectbox(title, options=options, key=key, on_change=on_change) diff --git a/twNLP-app/src/views/components/form/form_components/text_area.py b/twNLP-app/src/views/components/form/form_components/text_area.py new file mode 100644 index 0000000000000000000000000000000000000000..c9134b19d4e39db9b7e337358a56bd86f3b8ec2f --- /dev/null +++ b/twNLP-app/src/views/components/form/form_components/text_area.py @@ -0,0 +1,11 @@ +from typing import Optional +from streamlit import text_area + + +def add_text_area( + title: str, + placeholder: Optional[str] = "", + height: Optional[int] = None, + key: Optional[str] = None, +): + return text_area(title, placeholder=placeholder, height=height, key=key) diff --git a/twNLP-app/src/views/components/sidebar/__init__.py b/twNLP-app/src/views/components/sidebar/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..070436e9db4005c8755981b3053a9970a249236b --- /dev/null +++ b/twNLP-app/src/views/components/sidebar/__init__.py @@ -0,0 +1,4 @@ +from .sidebar import visualize_side_bar + + +__all__ = ["visualize_side_bar"] diff --git a/twNLP-app/src/views/components/sidebar/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/views/components/sidebar/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..5b539b1c433faf2f32f9b9e689a3b47c1af308d1 Binary files /dev/null and b/twNLP-app/src/views/components/sidebar/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/views/components/sidebar/__pycache__/options.cpython-38.pyc b/twNLP-app/src/views/components/sidebar/__pycache__/options.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..e226ff034727e88ba8c068d938a7286ad5d1c3ff Binary files /dev/null and b/twNLP-app/src/views/components/sidebar/__pycache__/options.cpython-38.pyc differ diff --git a/twNLP-app/src/views/components/sidebar/__pycache__/sidebar.cpython-38.pyc b/twNLP-app/src/views/components/sidebar/__pycache__/sidebar.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..d4d16c74c8752ddf3e71aabc3945cd466f2e0301 Binary files /dev/null and b/twNLP-app/src/views/components/sidebar/__pycache__/sidebar.cpython-38.pyc differ diff --git a/twNLP-app/src/views/components/sidebar/options.py b/twNLP-app/src/views/components/sidebar/options.py new file mode 100644 index 0000000000000000000000000000000000000000..d189723b405e8ff01918d10a26dd30175953641f --- /dev/null +++ b/twNLP-app/src/views/components/sidebar/options.py @@ -0,0 +1,6 @@ +PIPELINE_OPTIONS = ("CKIP", "CWN", +# "Jeff" +) +CWN_VISUALIZERS = ["DistilTag", "CwnSenseTag"] +CKIP_VISUALIZERS = [{"wsg": "斷詞系統"}, {"pos": "詞類標記"}, {"ner": "實體辨識"}] +# JEFF_VISUALIZERS = [{"abc": "我超強"}, "WHo are you?"] \ No newline at end of file diff --git a/twNLP-app/src/views/components/sidebar/sidebar.py b/twNLP-app/src/views/components/sidebar/sidebar.py new file mode 100644 index 0000000000000000000000000000000000000000..03511932328a594991564c5e9ce8b74fc862ef64 --- /dev/null +++ b/twNLP-app/src/views/components/sidebar/sidebar.py @@ -0,0 +1,79 @@ +import streamlit as st +from ..form import form_controller +from typing import Dict, List, Union +from .options import PIPELINE_OPTIONS, CKIP_VISUALIZERS, CWN_VISUALIZERS +# from .options import JEFF_VISUALIZERS + + +def remove_input_data(): + if "input_data" in st.session_state: + del st.session_state["input_data"] + + +def format_option(option: Union[str, Dict[str, str]]) -> str: + """The format_options function formats each option in a list of options. + If `option` is a dict, the function will extract the value from the dict. + + Args: + option (str or dict) + Returns: + a str + """ + + if isinstance(option, dict): + return list(option.values())[0] + + return option + + +def visualize_side_bar(ckip_nlp_models: List[str]): + with st.sidebar: + cols = st.columns(1) + cols[0].image(image=[ + "https://avatars.githubusercontent.com/u/21136511?s=200&v=4", + "https://ckip.iis.sinica.edu.tw/files/ckip_logo.png", + "https://cool.ntu.edu.tw/images/thumbnails/1026478/4b4hIhKX9yZPOlnar6J5c3LItwwDlj9FhCw1kRzc", + ], + width=100, + ) + + pipeline_options = form_controller( + control="select-box", + title="中文 NLP 管線處理：", + options=PIPELINE_OPTIONS, + on_change=remove_input_data, + ) + + model_options = None + + if pipeline_options == "CKIP": + model_options = form_controller( + control="select-box", + title="NLP 模型：", + options=ckip_nlp_models, + key="model", + ) + + visualizers = { + "CKIP": CKIP_VISUALIZERS, + "CWN": CWN_VISUALIZERS, + # "JEFF": JEFF_VISUALIZERS, + } + + active_visualizers = form_controller( + control="multi-select", + title="功能：", + options=visualizers[pipeline_options], + format_func=format_option, + ) + + st.markdown( + "## 📝 TODO 😢 ##"'\n' + "1. [ ] 自動爬文章 "'\n' + " （自動更新，登入問題？）"'\n' + "2. [ ] 分析不同語意並 cluster"'\n' + "3. [ ] 新的 NLP pipeline （用別的套件）"'\n' + "4. [ ] 語音和多模態"'\n' + ) + + return model_options, pipeline_options, active_visualizers diff --git a/twNLP-app/src/views/components/spinner/__init__.py b/twNLP-app/src/views/components/spinner/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..5ee6a819550c9c1bd582ab81d7fc9cd0df0a91ca --- /dev/null +++ b/twNLP-app/src/views/components/spinner/__init__.py @@ -0,0 +1,5 @@ +from .cwn import download_cwn_drivers +from .ckip import dowload_ckip_package + + +__all__ = ["download_cwn_drivers", "dowload_ckip_package"] diff --git a/twNLP-app/src/views/components/spinner/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/views/components/spinner/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..38349b1e41fc91239697247b0e6dcb51ce21b051 Binary files /dev/null and b/twNLP-app/src/views/components/spinner/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/views/components/spinner/__pycache__/ckip.cpython-38.pyc b/twNLP-app/src/views/components/spinner/__pycache__/ckip.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..f34bed6eadf18a8fad9837ebf6d280f6bde022d4 Binary files /dev/null and b/twNLP-app/src/views/components/spinner/__pycache__/ckip.cpython-38.pyc differ diff --git a/twNLP-app/src/views/components/spinner/__pycache__/cwn.cpython-38.pyc b/twNLP-app/src/views/components/spinner/__pycache__/cwn.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..98926885480625fa979e0bb2b40a0557c6f7ed64 Binary files /dev/null and b/twNLP-app/src/views/components/spinner/__pycache__/cwn.cpython-38.pyc differ diff --git a/twNLP-app/src/views/components/spinner/ckip.py b/twNLP-app/src/views/components/spinner/ckip.py new file mode 100644 index 0000000000000000000000000000000000000000..e3a92ba4eae35a80cb7ec38bff7817ccce8dd991 --- /dev/null +++ b/twNLP-app/src/views/components/spinner/ckip.py @@ -0,0 +1,17 @@ +import asyncio +import streamlit as st +from pathlib import Path +from configs import ckip_path, download_ckip_drivers + + +def dowload_ckip_package(ckip_nlp_models): + drivers = list( + map(lambda model: ckip_path / f"{model}_drivers.pickle", ckip_nlp_models) + ) + + while not all(list(map(lambda path: Path(path).exists(), drivers))): + with st.spinner("Downloading CKIP models ..."): + asyncio.run(download_ckip_drivers(ckip_nlp_models)) + + if all(list(map(lambda path: Path(path).exists(), drivers))): + break diff --git a/twNLP-app/src/views/components/spinner/cwn.py b/twNLP-app/src/views/components/spinner/cwn.py new file mode 100644 index 0000000000000000000000000000000000000000..e908594f2350eaaef23417e1f9b72be6a9d80c15 --- /dev/null +++ b/twNLP-app/src/views/components/spinner/cwn.py @@ -0,0 +1,19 @@ +import streamlit as st +from pathlib import Path +from configs import download_cwn_models, cwn_model_path + + +def download_cwn_drivers(upgrade): + cwn_drivers = [ + cwn_model_path / "cwn-graph-v.2022.08.01.pyobj", + cwn_model_path / "manifest.json", + cwn_model_path / "cwn-wsd-model", + cwn_model_path / "tagmodel", + ] + + while not all(list(map(lambda path: Path(path).exists(), cwn_drivers))): + with st.spinner("Downloading CWN models ..."): + download_cwn_models(upgrade) + + if all(list(map(lambda path: Path(path).exists(), cwn_drivers))): + break diff --git a/twNLP-app/src/views/containers/__init__.py b/twNLP-app/src/views/containers/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..ad951114ec4af29c4ccb88a0ac4cbb2f7f68dd88 --- /dev/null +++ b/twNLP-app/src/views/containers/__init__.py @@ -0,0 +1,7 @@ +from .cwn import display_cwn +from .ckip import display_ckip +from .data_form import display_data_form + + + +__all__ = ["display_data_form", "display_cwn", "display_ckip"] diff --git a/twNLP-app/src/views/containers/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/views/containers/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..08325e7edff9551049f82d144dc9408d2c051305 Binary files /dev/null and b/twNLP-app/src/views/containers/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/views/containers/ckip/__init__.py b/twNLP-app/src/views/containers/ckip/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..6ae5aa3191b65aad8bfbd3902913facd6dbd55b7 --- /dev/null +++ b/twNLP-app/src/views/containers/ckip/__init__.py @@ -0,0 +1,4 @@ +from .ckip import display_ckip + + +__all__ = ["display_ckip"] diff --git a/twNLP-app/src/views/containers/ckip/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/views/containers/ckip/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..39d247ab86d488c796712f5c6b79cea67744c846 Binary files /dev/null and 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" + + +def create_expander(nlp_model: str, visualizer: str, sentence_list: List[str]): + fetch_method = list(visualizer.keys())[0] + title = visualizer[fetch_method] + html_tags = request(fetch_method, nlp_model, sentence_list) + html_string = divider_tag.join(html_tags) + + with st.expander(title, expanded=True): + st.markdown(html_string, unsafe_allow_html=True) + + +def display_ckip(nlp_model: str, visualizers: List[str], sentence_list: List[str]): + for visualizer in visualizers: + create_expander(nlp_model, visualizer, sentence_list) diff --git a/twNLP-app/src/views/containers/cwn/__init__.py b/twNLP-app/src/views/containers/cwn/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e1eb4cdc131f2d3618d6c8ce19570e673120e048 --- /dev/null +++ b/twNLP-app/src/views/containers/cwn/__init__.py @@ -0,0 +1,4 @@ +from .cwn import display_cwn + + +__all__ = ["display_cwn"] diff --git a/twNLP-app/src/views/containers/cwn/__pycache__/__init__.cpython-38.pyc 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DistilTagBlock +from .cwn_sense_tag import CWNSenseTagBlock + + +__all__ = ["DistilTagBlock", "CWNSenseTagBlock"] diff --git a/twNLP-app/src/views/containers/cwn/blocks/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/views/containers/cwn/blocks/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..c01e8e2c7501a6f3a72cab8771f731c83c7ae9b4 Binary files /dev/null and b/twNLP-app/src/views/containers/cwn/blocks/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/views/containers/cwn/blocks/__pycache__/base.cpython-38.pyc b/twNLP-app/src/views/containers/cwn/blocks/__pycache__/base.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..9eda8b52e8acebbeaebc7c9ff3beb19947564e0c Binary files /dev/null and b/twNLP-app/src/views/containers/cwn/blocks/__pycache__/base.cpython-38.pyc differ diff --git a/twNLP-app/src/views/containers/cwn/blocks/__pycache__/cwn_sense_tag.cpython-38.pyc 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b/twNLP-app/src/views/containers/cwn/blocks/base.py @@ -0,0 +1,12 @@ +from abc import ABC, abstractmethod + + +class Block(ABC): + """ + The Block object defines the behaviour for creating a display block. + """ + + @abstractmethod + def visualize(self): + """The visualize method visualizes the streamlit component.""" + pass diff --git a/twNLP-app/src/views/containers/cwn/blocks/cwn_sense_tag.py b/twNLP-app/src/views/containers/cwn/blocks/cwn_sense_tag.py new file mode 100644 index 0000000000000000000000000000000000000000..a3d56306262c816be43039bec16295a71ccc43fc --- /dev/null +++ b/twNLP-app/src/views/containers/cwn/blocks/cwn_sense_tag.py @@ -0,0 +1,39 @@ +import asyncio +import pandas as pd +import streamlit as st +from .base import Block +from typing import List +from dataclasses import dataclass + + +@dataclass +class CWNSenseTagBlock(Block): + """ + The CWNSenseTagBlock object visualizes the cwn sense tags. + """ + + title: str + sentence_list: List[str] + cwn_tags: List[List[List[tuple]]] + + def create_data_frame(self, value): + df = pd.DataFrame(value) + df = df.drop([2], axis=1) + df = df.rename({0: "詞彙", 1: "詞類", 3: "釋義"}, axis=1) + return df + + async def create_multiple_dfs(self, data: List[tuple]): + return list(map(self.create_data_frame, data)) + + async def gather_multiple_dfs(self, cwn_tags: List[List[List[tuple]]]): + return await asyncio.gather(*list(map(self.create_multiple_dfs, cwn_tags))) + + def visualize(self) -> None: + st.subheader(self.title) + data_frames = asyncio.run(self.gather_multiple_dfs(self.cwn_tags)) + table_result = zip(self.sentence_list, data_frames) + + for sentence, tables in table_result: + with st.expander(sentence, expanded=True): + for table in tables: + st.table(table) diff --git a/twNLP-app/src/views/containers/cwn/blocks/distil_tag.py b/twNLP-app/src/views/containers/cwn/blocks/distil_tag.py new file mode 100644 index 0000000000000000000000000000000000000000..00cf691b9e3973cab30cd92e114b82aca32e302b --- /dev/null +++ b/twNLP-app/src/views/containers/cwn/blocks/distil_tag.py @@ -0,0 +1,33 @@ +import streamlit as st +from .base import Block +from typing import List +from dataclasses import dataclass + +divider_tag = "
" + + +@dataclass +class DistilTagBlock(Block): + """ + The DistilTagBlock object visualizes the distil tags. + """ + + title: str + distil_tags: List[str] + + def render_horizontal_line(self, distil_tags: List[str]) -> str: + """The render_horizontal_line method inserts the `divider_tag` in between each item + in `distil_tags`. + Args: + distil_tags (List[str]): a list of span tags that are the result of word sense disambiguation. + Returns: + a str + """ + return divider_tag.join(distil_tags) + + def visualize(self) -> None: + html_code = self.render_horizontal_line(self.distil_tags) + + st.subheader(self.title) + with st.expander(self.title, expanded=True): + st.markdown(html_code, unsafe_allow_html=True) diff --git a/twNLP-app/src/views/containers/cwn/cwn.py b/twNLP-app/src/views/containers/cwn/cwn.py new file mode 100644 index 0000000000000000000000000000000000000000..828db4e327e78f0d4e9b37302ada5d5091480053 --- /dev/null +++ b/twNLP-app/src/views/containers/cwn/cwn.py @@ -0,0 +1,19 @@ +from typing import List +from ...services import request +from .blocks import DistilTagBlock, CWNSenseTagBlock + + +def create_block(visualizer, sentence_list): + distil_tags, cwn_tags = request("cwn", sentence_list) + + visualizer_factories = { + "DistilTag": DistilTagBlock(visualizer, distil_tags).visualize, + "CwnSenseTag": CWNSenseTagBlock(visualizer, sentence_list, cwn_tags).visualize, + } + + return visualizer_factories[visualizer]() + + +def display_cwn(nlp_model: str, visualizers: str, sentence_list: List[str]): + for visualizer in visualizers: + create_block(visualizer, sentence_list) diff --git a/twNLP-app/src/views/containers/data_form/__init__.py b/twNLP-app/src/views/containers/data_form/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..2f02f89449df92e0cb764bf3d992bff86f09c15f --- /dev/null +++ b/twNLP-app/src/views/containers/data_form/__init__.py @@ -0,0 +1,4 @@ +from .data_form import display_data_form + + +__all__ = 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0000000000000000000000000000000000000000..73900a2ebac288f408358fae05d0ec6c59646b4f Binary files /dev/null and b/twNLP-app/src/views/containers/data_form/__pycache__/utils.cpython-38.pyc differ diff --git a/twNLP-app/src/views/containers/data_form/data_form.py b/twNLP-app/src/views/containers/data_form/data_form.py new file mode 100644 index 0000000000000000000000000000000000000000..03e46ac326df54c0bd9cfcdf2c27026c03f23f51 --- /dev/null +++ b/twNLP-app/src/views/containers/data_form/data_form.py @@ -0,0 +1,24 @@ +import streamlit as st +from .utils import clean_data +from ...components.form import form_controller + + +def display_data_form(): + with st.form("my_form"): + input_data: str = form_controller( + "text-area", + title="請輸入搜尋關鍵字：", + height=10, + placeholder="可輸入多個關鍵字（會找到包含全部的標題）", + ) + submitted = st.form_submit_button("確定") + + if submitted: + cleaned_data = clean_data(input_data.strip()) + + if not cleaned_data: + st.error("請輸入文字！") + return False + + st.session_state["input_data"] = cleaned_data + return cleaned_data diff --git a/twNLP-app/src/views/containers/data_form/utils.py b/twNLP-app/src/views/containers/data_form/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..697cc61265de67b6f4acf6b27582dc35efcc6cf3 --- /dev/null +++ b/twNLP-app/src/views/containers/data_form/utils.py @@ -0,0 +1,25 @@ +from typing import List, Union + + +def clean_data(data: str) -> Union[str, List[str]]: + """The clean_data function cleans the `data`. + + Args: + data (str): the input data + Returns: + a list of strings if the data is not None or an empty string, an + empty string otherwise. + """ + + if (not data) or (data == ""): + return "" + + data_list = data.split("\n") + + is_empty_list = all(map(lambda value: value == "", data_list)) + + if is_empty_list: + return "" + + filtered_list = filter(None, data_list) + return list(map(lambda value: value.strip(), filtered_list)) diff --git a/twNLP-app/src/views/services/__init__.py b/twNLP-app/src/views/services/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..77c7c60d367c938eadea1c546c2f1366f42c43db --- /dev/null +++ b/twNLP-app/src/views/services/__init__.py @@ -0,0 +1,4 @@ +from .request import request + + +__all__ = ["request"] diff --git a/twNLP-app/src/views/services/__pycache__/__init__.cpython-38.pyc b/twNLP-app/src/views/services/__pycache__/__init__.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..7d1803887c3aefcdf134730651cbf68fca192afd Binary files /dev/null and b/twNLP-app/src/views/services/__pycache__/__init__.cpython-38.pyc differ diff --git a/twNLP-app/src/views/services/__pycache__/request.cpython-38.pyc b/twNLP-app/src/views/services/__pycache__/request.cpython-38.pyc new file mode 100644 index 0000000000000000000000000000000000000000..89954b0bce0edd3e93f1bd41c644c033e91df90a Binary files /dev/null and b/twNLP-app/src/views/services/__pycache__/request.cpython-38.pyc differ diff --git a/twNLP-app/src/views/services/request.py b/twNLP-app/src/views/services/request.py new file mode 100644 index 0000000000000000000000000000000000000000..5978d3cb44d96de307de3b11afa85fb609766301 --- /dev/null +++ b/twNLP-app/src/views/services/request.py @@ -0,0 +1,27 @@ +import streamlit as st +from typing import Callable +from controllers.cwn import handle_create_cwn_tags +from controllers.ckip import handle_create_ner, handle_create_pos, handle_create_wsg + + +TEN_MINUTES = 60 * 10 + + +@st.cache(ttl=TEN_MINUTES, show_spinner=True) +def request(method: str, *args, **kwargs) -> Callable: + """The request function fetches the data based on the `method`. + + Args: + method (str): the request method + Returns: + a controller function + """ + + methods = { + "ner": handle_create_ner, + "pos": handle_create_pos, + "wsg": handle_create_wsg, + "cwn": handle_create_cwn_tags, + } + + return methods[method](*args, **kwargs)