Add application file

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/

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)

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,
+)

ptt-crawler/.gitignore

@@ -0,0 +1,136 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+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

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

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"

ptt-crawler/Pipfile.lock

@@ -0,0 +1,742 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "bc8f4c10537b5ee8c35f567b92a02909bd396375759fc1998d92a19b8d7beccb"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.9"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "async-timeout": {
+            "hashes": [
+                "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15",
+                "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==4.0.2"
+        },
+        "attrs": {
+            "hashes": [
+                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
+                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==22.1.0"
+        },
+        "automat": {
+            "hashes": [
+                "sha256:7979803c74610e11ef0c0d68a2942b152df52da55336e0c9d58daf1831cbdf33",
+                "sha256:b6feb6455337df834f6c9962d6ccf771515b7d939bca142b29c20c2376bc6111"
+            ],
+            "version": "==20.2.0"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:43dadad18a7f168740e66944e4fa82c6611848ff9056ad910f8f7a3e46ab89e0",
+                "sha256:cffdcd380919da6137f76633531a5817e3a9f268575c128249fb637e4f9e73fb"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2022.6.15.1"
+        },
+        "cffi": {
+            "hashes": [
+                "sha256:00a9ed42e88df81ffae7a8ab6d9356b371399b91dbdf0c3cb1e84c03a13aceb5",
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+                "sha256:d61f4695e6c866a23a21acab0509af1cdfd2c013cf256bbf5b6b5e2695827162",
+                "sha256:db0fbb9c62743ce59a9ff687eb5f4afbe77e5e8403d6697f7446e5f609976f76",
+                "sha256:dd86c085fae2efd48ac91dd7ccffcfc0571387fe1193d33b6394db7ef31fe2a4",
+                "sha256:e00b098126fd45523dd056d2efba6c5a63b71ffe9f2bbe1a4fe1716e1d0c331e",
+                "sha256:e229a521186c75c8ad9490854fd8bbdd9a0c9aa3a524326b55be83b54d4e0ad9",
+                "sha256:e263d77ee3dd201c3a142934a086a4450861778baaeeb45db4591ef65550b0a6",
+                "sha256:ed9cb427ba5504c1dc15ede7d516b84757c3e3d7868ccc85121d9310d27eed0b",
+                "sha256:fa6693661a4c91757f4412306191b6dc88c1703f780c8234035eac011922bc01",
+                "sha256:fcd131dd944808b5bdb38e6f5b53013c5aa4f334c5cad0c72742f6eba4b73db0"
+            ],
+            "version": "==1.15.1"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:5a3d016c7c547f69d6f81fb0db9449ce888b418b5b9952cc5e6e66843e9dd845",
+                "sha256:83e9a75d1911279afd89352c68b45348559d1fc0506b054b346651b5e7fee29f"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2.1.1"
+        },
+        "constantly": {
+            "hashes": [
+                "sha256:586372eb92059873e29eba4f9dec8381541b4d3834660707faf8ba59146dfc35",
+                "sha256:dd2fa9d6b1a51a83f0d7dd76293d734046aa176e384bf6e33b7e44880eb37c5d"
+            ],
+            "version": "==15.1.0"
+        },
+        "cryptography": {
+            "hashes": [
+                "sha256:0297ffc478bdd237f5ca3a7dc96fc0d315670bfa099c04dc3a4a2172008a405a",
+                "sha256:10d1f29d6292fc95acb597bacefd5b9e812099d75a6469004fd38ba5471a977f",
+                "sha256:16fa61e7481f4b77ef53991075de29fc5bacb582a1244046d2e8b4bb72ef66d0",
+                "sha256:194044c6b89a2f9f169df475cc167f6157eb9151cc69af8a2a163481d45cc407",
+                "sha256:1db3d807a14931fa317f96435695d9ec386be7b84b618cc61cfa5d08b0ae33d7",
+                "sha256:3261725c0ef84e7592597606f6583385fed2a5ec3909f43bc475ade9729a41d6",
+                "sha256:3b72c360427889b40f36dc214630e688c2fe03e16c162ef0aa41da7ab1455153",
+                "sha256:3e3a2599e640927089f932295a9a247fc40a5bdf69b0484532f530471a382750",
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+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==1.14.1"
+        },
+        "zope.interface": {
+            "hashes": [
+                "sha256:08f9636e99a9d5410181ba0729e0408d3d8748026ea938f3b970a0249daa8192",
+                "sha256:0b465ae0962d49c68aa9733ba92a001b2a0933c317780435f00be7ecb959c702",
+                "sha256:0cba8477e300d64a11a9789ed40ee8932b59f9ee05f85276dbb4b59acee5dd09",
+                "sha256:0cee5187b60ed26d56eb2960136288ce91bcf61e2a9405660d271d1f122a69a4",
+                "sha256:0ea1d73b7c9dcbc5080bb8aaffb776f1c68e807767069b9ccdd06f27a161914a",
+                "sha256:0f91b5b948686659a8e28b728ff5e74b1be6bf40cb04704453617e5f1e945ef3",
+                "sha256:15e7d1f7a6ee16572e21e3576d2012b2778cbacf75eb4b7400be37455f5ca8bf",
+                "sha256:17776ecd3a1fdd2b2cd5373e5ef8b307162f581c693575ec62e7c5399d80794c",
+                "sha256:194d0bcb1374ac3e1e023961610dc8f2c78a0f5f634d0c737691e215569e640d",
+                "sha256:1c0e316c9add0db48a5b703833881351444398b04111188069a26a61cfb4df78",
+                "sha256:205e40ccde0f37496904572035deea747390a8b7dc65146d30b96e2dd1359a83",
+                "sha256:273f158fabc5ea33cbc936da0ab3d4ba80ede5351babc4f577d768e057651531",
+                "sha256:2876246527c91e101184f63ccd1d716ec9c46519cc5f3d5375a3351c46467c46",
+                "sha256:2c98384b254b37ce50eddd55db8d381a5c53b4c10ee66e1e7fe749824f894021",
+                "sha256:2e5a26f16503be6c826abca904e45f1a44ff275fdb7e9d1b75c10671c26f8b94",
+                "sha256:334701327f37c47fa628fc8b8d28c7d7730ce7daaf4bda1efb741679c2b087fc",
+                "sha256:3748fac0d0f6a304e674955ab1365d515993b3a0a865e16a11ec9d86fb307f63",
+                "sha256:3c02411a3b62668200910090a0dff17c0b25aaa36145082a5a6adf08fa281e54",
+                "sha256:3dd4952748521205697bc2802e4afac5ed4b02909bb799ba1fe239f77fd4e117",
+                "sha256:3f24df7124c323fceb53ff6168da70dbfbae1442b4f3da439cd441681f54fe25",
+                "sha256:469e2407e0fe9880ac690a3666f03eb4c3c444411a5a5fddfdabc5d184a79f05",
+                "sha256:4de4bc9b6d35c5af65b454d3e9bc98c50eb3960d5a3762c9438df57427134b8e",
+                "sha256:5208ebd5152e040640518a77827bdfcc73773a15a33d6644015b763b9c9febc1",
+                "sha256:52de7fc6c21b419078008f697fd4103dbc763288b1406b4562554bd47514c004",
+                "sha256:5bb3489b4558e49ad2c5118137cfeaf59434f9737fa9c5deefc72d22c23822e2",
+                "sha256:5dba5f530fec3f0988d83b78cc591b58c0b6eb8431a85edd1569a0539a8a5a0e",
+                "sha256:5dd9ca406499444f4c8299f803d4a14edf7890ecc595c8b1c7115c2342cadc5f",
+                "sha256:5f931a1c21dfa7a9c573ec1f50a31135ccce84e32507c54e1ea404894c5eb96f",
+                "sha256:63b82bb63de7c821428d513607e84c6d97d58afd1fe2eb645030bdc185440120",
+                "sha256:66c0061c91b3b9cf542131148ef7ecbecb2690d48d1612ec386de9d36766058f",
+                "sha256:6f0c02cbb9691b7c91d5009108f975f8ffeab5dff8f26d62e21c493060eff2a1",
+                "sha256:71aace0c42d53abe6fc7f726c5d3b60d90f3c5c055a447950ad6ea9cec2e37d9",
+                "sha256:7d97a4306898b05404a0dcdc32d9709b7d8832c0c542b861d9a826301719794e",
+                "sha256:7df1e1c05304f26faa49fa752a8c690126cf98b40b91d54e6e9cc3b7d6ffe8b7",
+                "sha256:8270252effc60b9642b423189a2fe90eb6b59e87cbee54549db3f5562ff8d1b8",
+                "sha256:867a5ad16892bf20e6c4ea2aab1971f45645ff3102ad29bd84c86027fa99997b",
+                "sha256:877473e675fdcc113c138813a5dd440da0769a2d81f4d86614e5d62b69497155",
+                "sha256:8892f89999ffd992208754851e5a052f6b5db70a1e3f7d54b17c5211e37a98c7",
+                "sha256:9a9845c4c6bb56e508651f005c4aeb0404e518c6f000d5a1123ab077ab769f5c",
+                "sha256:a1e6e96217a0f72e2b8629e271e1b280c6fa3fe6e59fa8f6701bec14e3354325",
+                "sha256:a8156e6a7f5e2a0ff0c5b21d6bcb45145efece1909efcbbbf48c56f8da68221d",
+                "sha256:a9506a7e80bcf6eacfff7f804c0ad5350c8c95b9010e4356a4b36f5322f09abb",
+                "sha256:af310ec8335016b5e52cae60cda4a4f2a60a788cbb949a4fbea13d441aa5a09e",
+                "sha256:b0297b1e05fd128d26cc2460c810d42e205d16d76799526dfa8c8ccd50e74959",
+                "sha256:bf68f4b2b6683e52bec69273562df15af352e5ed25d1b6641e7efddc5951d1a7",
+                "sha256:d0c1bc2fa9a7285719e5678584f6b92572a5b639d0e471bb8d4b650a1a910920",
+                "sha256:d4d9d6c1a455d4babd320203b918ccc7fcbefe308615c521062bc2ba1aa4d26e",
+                "sha256:db1fa631737dab9fa0b37f3979d8d2631e348c3b4e8325d6873c2541d0ae5a48",
+                "sha256:dd93ea5c0c7f3e25335ab7d22a507b1dc43976e1345508f845efc573d3d779d8",
+                "sha256:f44e517131a98f7a76696a7b21b164bcb85291cee106a23beccce454e1f433a4",
+                "sha256:f7ee479e96f7ee350db1cf24afa5685a5899e2b34992fb99e1f7c1b0b758d263"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==5.4.0"
+        }
+    },
+    "develop": {}
+}

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 [email protected]: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  [email protected] or [email protected]

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

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

ptt-crawler/scraptt/configs/__init__.py

@@ -0,0 +1,4 @@
+from .configs import PTT, PTT_BOARD, COOKIES
+
+
+__all__ = ["PTT", "PTT_BOARD", "COOKIES"]

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"}

ptt-crawler/scraptt/items/__init__.py

@@ -0,0 +1,4 @@
+from .items import ScrapttItem
+
+
+__all__ = ["ScrapttItem"]

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

ptt-crawler/scraptt/middlewares/__init__.py

@@ -0,0 +1,4 @@
+from .pyquery import PyqueryMiddleware
+
+
+__all__ = ["PyqueryMiddleware"]

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

ptt-crawler/scraptt/models/__init__.py

@@ -0,0 +1,4 @@
+from .redis import redis_cli
+
+
+__all__ = ["redis_cli"]

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)

ptt-crawler/scraptt/pipelines/__init__.py

@@ -0,0 +1,4 @@
+from .csv import CsvPipeline
+
+
+__all__ = ["CsvPipeline"]

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()

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

ptt-crawler/scraptt/spiders/__init__.py

@@ -0,0 +1,4 @@
+from .ptt import PttSpider
+
+
+__all__ = ["PttSpider"]

ptt-crawler/scraptt/spiders/base/__init__.py

@@ -0,0 +1,4 @@
+from .base import BaseSpider
+
+
+__all__ = ["BaseSpider"]

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

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()

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",
+]

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

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)

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)

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)

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)

ptt-crawler/scraptt/spiders/utils/parsers/posts/comments/__init__.py

@@ -0,0 +1,4 @@
+from .counter import count_comments
+
+
+__all__ = ["count_comments"]

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)

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"]

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]

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)

ptt-crawler/scraptt/spiders/utils/parsers/posts/meta/__init__.py

@@ -0,0 +1,3 @@
+from .post import get_meta_data
+
+__all__ = ['get_meta_data']

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)

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

ptt-crawler/scraptt/spiders/utils/requests/__init__.py

@@ -0,0 +1,4 @@
+from .requests import fetch_ptt_boards
+
+
+__all__ = ["fetch_ptt_boards"]

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)

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

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

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

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
+
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+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
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+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
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+   you may not use this file except in compliance with the License.
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+
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+   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.

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"

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"
+            ],
+            "index": "pypi",
+            "version": "==0.8.0"
+        },
+        "altair": {
+            "hashes": [
+                "sha256:0c724848ae53410c13fa28be2b3b9a9dcb7b5caa1a70f7f217bd663bb419935a",
+                "sha256:d87d9372e63b48cd96b2a6415f0cf9457f50162ab79dc7a31cd7e024dd840026"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.2.0"
+        },
+        "attrs": {
+            "hashes": [
+                "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6",
+                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==22.1.0"
+        },
+        "backports.zoneinfo": {
+            "hashes": [
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+                "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328",
+                "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546",
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+                "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570",
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+                "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc",
+                "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b",
+                "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1",
+                "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08",
+                "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac",
+                "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"
+            ],
+            "markers": "python_version < '3.9'",
+            "version": "==0.2.1"
+        },
+        "beautifulsoup4": {
+            "hashes": [
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+                "sha256:ad9aa55b65ef2808eb405f46cf74df7fcb7044d5cbc26487f96eb2ef2e436693"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==4.11.1"
+        },
+        "blinker": {
+            "hashes": [
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+                "sha256:923e5e2f69c155f2cc42dafbbd70e16e3fde24d2d4aa2ab72fbe386238892462"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==1.5"
+        },
+        "cachetools": {
+            "hashes": [
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+                "sha256:f9f17d2aec496a9aa6b76f53e3b614c965223c061982d434d160f930c698a9db"
+            ],
+            "markers": "python_version ~= '3.7'",
+            "version": "==5.2.0"
+        },
+        "certifi": {
+            "hashes": [
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+            ],
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+            "version": "==2022.6.15"
+        },
+        "charset-normalizer": {
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+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2.1.1"
+        },
+        "ckip-transformers": {
+            "hashes": [
+                "sha256:48affb723a40e535ccbcc0b4bbb14a86695373167218786eb00b06531cebb22e",
+                "sha256:a13c8ec21e209d3854601dae623f91046d2ee2c7f3fcb693752bfd57e896c776"
+            ],
+            "index": "pypi",
+            "version": "==0.3.2"
+        },
+        "click": {
+            "hashes": [
+                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
+                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.3"
+        },
+        "commonmark": {
+            "hashes": [
+                "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
+                "sha256:da2f38c92590f83de410ba1a3cbceafbc74fee9def35f9251ba9a971d6d66fd9"
+            ],
+            "version": "==0.9.1"
+        },
+        "cwngraph": {
+            "hashes": [
+                "sha256:20acb3e9b6ac86e724537718d729c0fc81c7634932213bef42d8c03c94ae9236",
+                "sha256:bb88150cfa088db51b19094794de156d1214539cb67928f35c424e81ab39c392"
+            ],
+            "index": "pypi",
+            "version": "==0.4.0"
+        },
+        "cwnsensetagger": {
+            "hashes": [
+                "sha256:00727031fa61585d8b21465630b134b35be37138b6edbad7b7f43c76769a1ca0",
+                "sha256:f3a7a720ab81c452cf87294f84bd9e62357000127db39c32526da19fdeddafa0"
+            ],
+            "index": "pypi",
+            "version": "==0.1.6"
+        },
+        "decorator": {
+            "hashes": [
+                "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330",
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+            ],
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+            "version": "==5.1.1"
+        },
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+            "version": "==0.2.2"
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+        },
+        "filelock": {
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+    },
+    "develop": {}
+}

twNLP-app/README.md

@@ -0,0 +1 @@
+# **ckip-cwn-app**