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zgi_R$a^gU)(-79Hgjj6iVJT?oVlxrxVy?LD6De*;13b9tsIum)(bCRAX6EAgwU}(R z>wnhY|3gXocZK;~ryyle*vQH3cbNhJ|5=OvUy)nEl-@3pYClgv<7~ zxj?M4{L?o!cJP1r!3Jr@{g1wEAdcT>lE00|#=-I*v0~>0K@gOGZ^sU)WsqX}x4!IP z7OsDe#}4NF58pW0Sh)Y$?srl9XY4uHxVZm0XAVdq_@`YkH|KxY1#@%%W?TMkeq1b^ z;6Lm-I~rNpm^uDF*Q!{#oBd8Jpt8NaGk_J+5db;8Ns( Pm5rSpk%~%8LHvIKR22B| literal 0 HcmV?d00001 diff --git a/README.md b/README.md index a7b40d2cc..3ef2c3927 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,18 @@ -# CourseProject +# Team +**Team name**: Hungry Panda + +**Team member**: +| Name | netid | +| ---- | ----- | +| Tingyu Zeng | tzeng11 | +| Sicheng Meng | meng29 | +| Yiwei Kuang | yiwei9 | +| Jiachun Tang | jiachun5 | +| Fangsheng Yang | fyang28 | + +# Folder structure +- Project proposal: [Proposal.pdf](Proposal.pdf) + +# Course Project Please fork this repository and paste the github link of your fork on Microsoft CMT. Detailed instructions are on Coursera under Week 1: Course Project Overview/Week 9 Activities. 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extension/popup.html | 15 +++++++++++++ extension/popup.js | 18 +++++++++++++++ extension/public/icon128.png | Bin 0 -> 13856 bytes extension/public/icon16.png | Bin 0 -> 1354 bytes extension/public/icon24.png | Bin 0 -> 2040 bytes extension/public/icon32.png | Bin 0 -> 2723 bytes extension/public/icon48.png | Bin 0 -> 4478 bytes manifest.json | 41 +++++++++++++++++++++++++++++++++++ 11 files changed, 75 insertions(+) create mode 100644 extension/background.js create mode 100644 extension/content.js create mode 100644 extension/popup.css create mode 100644 extension/popup.html create mode 100644 extension/popup.js create mode 100644 extension/public/icon128.png create mode 100644 extension/public/icon16.png create mode 100644 extension/public/icon24.png create mode 100644 extension/public/icon32.png create mode 100644 extension/public/icon48.png create mode 100644 manifest.json diff --git a/extension/background.js b/extension/background.js new file mode 100644 index 000000000..e69de29bb diff --git a/extension/content.js b/extension/content.js new file mode 100644 index 000000000..482b572cd --- /dev/null +++ b/extension/content.js @@ -0,0 +1 @@ +console.log('this is from content.js'); diff --git a/extension/popup.css b/extension/popup.css new file mode 100644 index 000000000..e69de29bb diff --git a/extension/popup.html b/extension/popup.html new file mode 100644 index 000000000..ca692acdb --- /dev/null +++ b/extension/popup.html @@ -0,0 +1,15 @@ + + + + + + + Document + + + +

Popup

+

+ + + diff --git a/extension/popup.js b/extension/popup.js new file mode 100644 index 000000000..94d1df063 --- /dev/null +++ b/extension/popup.js @@ -0,0 +1,18 @@ +const testH2 = document.querySelector('#testH2'); + +console.log('this is from popup.js'); + +async function testApi() { + fetch('http://127.0.0.1:5000/') + .then((res) => { + return res.json(); + }) + .then((data) => { + testH2.textContent = data.text; + }) + .catch((err) => { + console.error(err); + }); +} + +testApi(); diff --git a/extension/public/icon128.png b/extension/public/icon128.png new file mode 100644 index 0000000000000000000000000000000000000000..42ddc45713146574aa789f9dcdb46654b5b8a111 GIT binary patch literal 13856 zcmY+r2RvLs*9W|I7ppIV)mubobwTv#o#7x9REoHgggYE*$?KfCR83D?Cf0xJl@d!4?^IX|5waTL-jup zSKBu<+KMVv5)RJhRJ?3(HaLwiIu#X_kn?*B0X0df|A;?7y`iykb#)YAXLomZXLILb zb8xm~=Xm}4H9MS>os*OG8Nuq}Y42*{!D{b9`@c&5Up5n}&m{Qpy#|8432ls-3A7+r|{zuhK`PHec23IK5B$V!T7cp&}BK>Jal 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zCxoiT-z*hP*B_=hP)w>wBc9X3jf2q3LZ+8YM9d%)3ghFA>6#7AI4Pd5 zuwM+Sq@LaU{yd#0Q{eF>HHd_i^CbS2mKTaRdMhy+3RYwfm(YzIA$@x Date: Wed, 9 Nov 2022 22:49:02 +0800 Subject: [PATCH 04/16] chore: set up manifest.json --- extension/content.css | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 extension/content.css diff --git a/extension/content.css b/extension/content.css new file mode 100644 index 000000000..e69de29bb From 90ce46d6d63c4d29e7afea7da21f850895526934 Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Fri, 11 Nov 2022 11:29:49 +0800 Subject: [PATCH 05/16] backend setup --- .gitignore | 4 +++- backend/app.py | 26 ++++++++++++++++++++++++++ environment.yml | 39 +++++++++++++++++++++++++++++++++++++++ extension/popup.js | 12 ++++++++++++ runtime.txt | 1 + 5 files changed, 81 insertions(+), 1 deletion(-) create mode 100644 backend/app.py create mode 100644 environment.yml create mode 100644 runtime.txt diff --git a/.gitignore b/.gitignore index 6519e236b..37840a8ef 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,4 @@ .DS_Store -.DS_Store? \ No newline at end of file +.DS_Store? + +__pycache__/ diff --git a/backend/app.py b/backend/app.py new file mode 100644 index 000000000..63ba03f54 --- /dev/null +++ b/backend/app.py @@ -0,0 +1,26 @@ +from flask import Flask +from flask_cors import CORS, cross_origin + +app = Flask(__name__) +CORS(app) + + +@app.route("/") +@cross_origin() +def hello_world(): + return {"text": "hello world"} + + +mocked_data = [{"text": "relevant"}, {"text": "irrelevant"}] + + +@app.route("/analyse", methods=['POST']) +@cross_origin() +def analyse_text(): + data = test() + return data + + +def test(): + # do something NLP-related: only related comments are returned + return [mocked_data[0]] diff --git a/environment.yml b/environment.yml new file mode 100644 index 000000000..8da723180 --- /dev/null +++ b/environment.yml @@ -0,0 +1,39 @@ +name: hungryPanda +channels: + - defaults +dependencies: + - autopep8=1.6.0=pyhd3eb1b0_1 + - ca-certificates=2022.10.11=hecd8cb5_0 + - certifi=2022.9.24=py39hecd8cb5_0 + - libcxx=14.0.6=h9765a3e_0 + - libffi=3.3=hb1e8313_2 + - ncurses=6.3=hca72f7f_3 + - openssl=1.1.1s=hca72f7f_0 + - pip=22.2.2=py39hecd8cb5_0 + - pycodestyle=2.8.0=pyhd3eb1b0_0 + - python=3.9.13=hdfd78df_2 + - readline=8.2=hca72f7f_0 + - setuptools=65.5.0=py39hecd8cb5_0 + - sqlite=3.39.3=h707629a_0 + - tk=8.6.12=h5d9f67b_0 + - toml=0.10.2=pyhd3eb1b0_0 + - tzdata=2022f=h04d1e81_0 + - wheel=0.37.1=pyhd3eb1b0_0 + - xz=5.2.6=hca72f7f_0 + - zlib=1.2.13=h4dc903c_0 + - pip: + - click==8.1.3 + - flask==2.2.2 + - flask-cors==3.0.10 + - importlib-metadata==5.0.0 + - itsdangerous==2.1.2 + - jinja2==3.1.2 + - joblib==1.2.0 + - markupsafe==2.1.1 + - nltk==3.7 + - regex==2022.10.31 + - six==1.16.0 + - tqdm==4.64.1 + - werkzeug==2.2.2 + - zipp==3.10.0 +prefix: /Users/tingyu/opt/anaconda3/envs/hungryPanda diff --git a/extension/popup.js b/extension/popup.js index 94d1df063..2d8859468 100644 --- a/extension/popup.js +++ b/extension/popup.js @@ -1,5 +1,17 @@ const testH2 = document.querySelector('#testH2'); +const mocked_data = [ + { + text: 'chicken', + }, + { + text: 'beef', + }, + { + text: 'beef', + }, +]; + console.log('this is from popup.js'); async function testApi() { diff --git a/runtime.txt b/runtime.txt new file mode 100644 index 000000000..47c0b1090 --- /dev/null +++ b/runtime.txt @@ -0,0 +1 @@ +python-3.9.13 \ No newline at end of file From ab268d88c69d2c02fc5502ffb280a71573b4936c Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Fri, 11 Nov 2022 14:05:17 +0800 Subject: [PATCH 06/16] Add some instructions in README --- README.md | 24 ++++++++++++++++++++++++ requirements.txt | 21 +++++++++++++++++++++ 2 files changed, 45 insertions(+) create mode 100644 requirements.txt diff --git a/README.md b/README.md index 3ef2c3927..c77599cab 100644 --- a/README.md +++ b/README.md @@ -13,6 +13,30 @@ # Folder structure - Project proposal: [Proposal.pdf](Proposal.pdf) +# Install + +## Backend + +There are 2 ways of installing the current dependencies: + +1. \[ Recommended \]: if you have `conda` installed on your local machine, use `conda env create -f environment.yml` at the root directory. Activating the virtual environment can be done by `conda activate hungryPanda`. +2. Using `pip`: `pip install -r requirements.txt` (note that you may need to configure the virtual environment yourself and if the installation does not work, you may need to configure your Python version based on `runtime.txt`.) + +If you need to add a new dependency to the project, use the command: `pip install `, e.g, `pip install flask`. After the installation, update the txt file by `pip list --format=freeze > requirements.txt`. + +# Start developing + +## Frontend + +- [Loading the extension](https://developer.chrome.com/docs/extensions/mv3/getstarted/development-basics/) on Chrome +- [API references](https://developer.chrome.com/docs/extensions/reference/) + +## Backend + +- Make sure you installed all the dependencies. +- Starting the development server can be done by running this command in your terminal: `flask --app backend/app run --reload`. Then you can use [Postman](https://www.postman.com/) to interact with the endpoints. +- But you can also create an independent Python script that performs the desired action (say `nlp.py` under the `backend` folder), and develop further by running `python backend/nlp.py` in the root directory. In this way, you avoid the need of running the server during your development. + # Course Project Please fork this repository and paste the github link of your fork on Microsoft CMT. Detailed instructions are on Coursera under Week 1: Course Project Overview/Week 9 Activities. diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 000000000..b95b280c7 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,21 @@ +autopep8==1.6.0 +certifi==2022.9.24 +click==8.1.3 +Flask==2.2.2 +Flask-Cors==3.0.10 +importlib-metadata==5.0.0 +itsdangerous==2.1.2 +Jinja2==3.1.2 +joblib==1.2.0 +MarkupSafe==2.1.1 +nltk==3.7 +pip==22.2.2 +pycodestyle==2.8.0 +regex==2022.10.31 +setuptools==65.5.0 +six==1.16.0 +toml==0.10.2 +tqdm==4.64.1 +Werkzeug==2.2.2 +wheel==0.37.1 +zipp==3.10.0 From f17668cf7eedfe500cb86e257b90185f8c1e9f71 Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Sun, 13 Nov 2022 12:49:20 +0800 Subject: [PATCH 07/16] add progress report --- Progress_Report.pdf | Bin 0 -> 71539 bytes README.md | 1 + 2 files changed, 1 insertion(+) create mode 100644 Progress_Report.pdf diff --git a/Progress_Report.pdf b/Progress_Report.pdf 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[Progress_Report.pdf](Progress_Report.pdf) # Install From c385e7fcc9dbae5cd23a73f9982aae48d79700fd Mon Sep 17 00:00:00 2001 From: SiCheng Meng Date: Sat, 26 Nov 2022 21:58:04 -0500 Subject: [PATCH 08/16] get yelp data. --- extension/content.css | 0 extension/content.js | 23 ++++++++++++++++++++++- 2 files changed, 22 insertions(+), 1 deletion(-) delete mode 100644 extension/content.css diff --git a/extension/content.css b/extension/content.css deleted file mode 100644 index e69de29bb..000000000 diff --git a/extension/content.js b/extension/content.js index 482b572cd..3b01b5126 100644 --- a/extension/content.js +++ b/extension/content.js @@ -1 +1,22 @@ -console.log('this is from content.js'); +let arr = [] + +let list = $('.css-79elbk .list__09f24__ynIEd').childNodes + +let len = $('.css-79elbk .list__09f24__ynIEd').childNodes.length + +for(let i = 0; i < len; i++) { + let info = list[i].querySelectorAll('.user-passport-info .css-1m051bw') + let s = list[i].querySelectorAll('.margin-t1__09f24__w96jn .five-stars__09f24__mBKym')[0].getAttribute('aria-label').split(' ')[0] + let dateil = list[i].querySelectorAll('.comment__09f24__gu0rG .raw__09f24__T4Ezm')[0].textContent + let location = list[i].querySelectorAll('.user-passport-info .responsive-hidden-small__09f24__qQFtj .css-qgunke')[0].textContent + + let obj = { + name: info[0].textContent, + star: s, + review: dateil, + location: location + } + arr.push(obj) +} + +console.log(arr) \ No newline at end of file From 69c07284b46000700a322299829326c366d1720c Mon Sep 17 00:00:00 2001 From: YourLord00 <75454768+YourLord00@users.noreply.github.com> Date: Sat, 26 Nov 2022 15:05:47 -0500 Subject: [PATCH 09/16] backend update --- backend/AFINN_EMOTION.txt | 2477 +++++++++++++++++++++ backend/Food_Dict.csv | 992 +++++++++ backend/app.py | 108 +- backend/yelp_academic_dataset_review.json | 18 + 4 files changed, 3588 insertions(+), 7 deletions(-) create mode 100644 backend/AFINN_EMOTION.txt create mode 100644 backend/Food_Dict.csv create mode 100644 backend/yelp_academic_dataset_review.json diff --git a/backend/AFINN_EMOTION.txt b/backend/AFINN_EMOTION.txt new file mode 100644 index 000000000..0f6fb8eba --- /dev/null +++ b/backend/AFINN_EMOTION.txt @@ -0,0 +1,2477 @@ +abandon -2 +abandoned -2 +abandons -2 +abducted -2 +abduction -2 +abductions -2 +abhor -3 +abhorred -3 +abhorrent -3 +abhors -3 +abilities 2 +ability 2 +aboard 1 +absentee -1 +absentees -1 +absolve 2 +absolved 2 +absolves 2 +absolving 2 +absorbed 1 +abuse -3 +abused -3 +abuses -3 +abusive -3 +accept 1 +accepted 1 +accepting 1 +accepts 1 +accident -2 +accidental -2 +accidentally -2 +accidents -2 +accomplish 2 +accomplished 2 +accomplishes 2 +accusation -2 +accusations -2 +accuse -2 +accused -2 +accuses -2 +accusing -2 +ache -2 +achievable 1 +aching -2 +acquit 2 +acquits 2 +acquitted 2 +acquitting 2 +acrimonious -3 +active 1 +adequate 1 +admire 3 +admired 3 +admires 3 +admiring 3 +admit -1 +admits -1 +admitted -1 +admonish -2 +admonished -2 +adopt 1 +adopts 1 +adorable 3 +adore 3 +adored 3 +adores 3 +advanced 1 +advantage 2 +advantages 2 +adventure 2 +adventures 2 +adventurous 2 +affected -1 +affection 3 +affectionate 3 +afflicted -1 +affronted -1 +afraid -2 +aggravate -2 +aggravated -2 +aggravates -2 +aggravating -2 +aggression -2 +aggressions -2 +aggressive -2 +aghast -2 +agog 2 +agonise -3 +agonised -3 +agonises -3 +agonising -3 +agonize -3 +agonized -3 +agonizes -3 +agonizing -3 +agree 1 +agreeable 2 +agreed 1 +agreement 1 +agrees 1 +alarm -2 +alarmed -2 +alarmist -2 +alarmists -2 +alas -1 +alert -1 +alienation -2 +alive 1 +allergic -2 +allow 1 +alone -2 +amaze 2 +amazed 2 +amazes 2 +amazing 4 +ambitious 2 +ambivalent -1 +amuse 3 +amused 3 +amusement 3 +amusements 3 +anger -3 +angers -3 +angry -3 +anguish -3 +anguished -3 +animosity -2 +annoy -2 +annoyance -2 +annoyed -2 +annoying -2 +annoys -2 +antagonistic -2 +anti -1 +anticipation 1 +anxiety -2 +anxious -2 +apathetic -3 +apathy -3 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3 +soothing 3 +sophisticated 2 +sore -1 +sorrow -2 +sorrowful -2 +sorry -1 +spam -2 +spammer -3 +spammers -3 +spamming -2 +spark 1 +sparkle 3 +sparkles 3 +sparkling 3 +speculative -2 +spirit 1 +spirited 2 +spiritless -2 +spiteful -2 +splendid 3 +sprightly 2 +squelched -1 +stab -2 +stabbed -2 +stable 2 +stabs -2 +stall -2 +stalled -2 +stalling -2 +stamina 2 +stampede -2 +startled -2 +starve -2 +starved -2 +starves -2 +starving -2 +steadfast 2 +steal -2 +steals -2 +stereotype -2 +stereotyped -2 +stifled -1 +stimulate 1 +stimulated 1 +stimulates 1 +stimulating 2 +stingy -2 +stolen -2 +stop -1 +stopped -1 +stopping -1 +stops -1 +stout 2 +straight 1 +strange -1 +strangely -1 +strangled -2 +strength 2 +strengthen 2 +strengthened 2 +strengthening 2 +strengthens 2 +stressed -2 +stressor -2 +stressors -2 +stricken -2 +strike -1 +strikers -2 +strikes -1 +strong 2 +stronger 2 +strongest 2 +struck -1 +struggle -2 +struggled -2 +struggles -2 +struggling -2 +stubborn -2 +stuck -2 +stunned -2 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2 +unethical -2 +unfair -2 +unfocused -2 +unfulfilled -2 +unhappy -2 +unhealthy -2 +unified 1 +unimpressed -2 +unintelligent -2 +united 1 +unjust -2 +unlovable -2 +unloved -2 +unmatched 1 +unmotivated -2 +unprofessional -2 +unresearched -2 +unsatisfied -2 +unsecured -2 +unsettled -1 +unsophisticated -2 +unstable -2 +unstoppable 2 +unsupported -2 +unsure -1 +untarnished 2 +unwanted -2 +unworthy -2 +upset -2 +upsets -2 +upsetting -2 +uptight -2 +urgent -1 +useful 2 +usefulness 2 +useless -2 +uselessness -2 +vague -2 +validate 1 +validated 1 +validates 1 +validating 1 +verdict -1 +verdicts -1 +vested 1 +vexation -2 +vexing -2 +vibrant 3 +vicious -2 +victim -3 +victimize -3 +victimized -3 +victimizes -3 +victimizing -3 +victims -3 +vigilant 3 +vile -3 +vindicate 2 +vindicated 2 +vindicates 2 +vindicating 2 +violate -2 +violated -2 +violates -2 +violating -2 +violence -3 +violent -3 +virtuous 2 +virulent -2 +vision 1 +visionary 3 +visioning 1 +visions 1 +vitality 3 +vitamin 1 +vitriolic -3 +vivacious 3 +vociferous -1 +vulnerability -2 +vulnerable -2 +walkout -2 +walkouts -2 +wanker -3 +want 1 +war -2 +warfare -2 +warm 1 +warmth 2 +warn -2 +warned -2 +warning -3 +warnings -3 +warns -2 +waste -1 +wasted -2 +wasting -2 +wavering -1 +weak -2 +weakness -2 +wealth 3 +wealthy 2 +weary -2 +weep -2 +weeping -2 +weird -2 +welcome 2 +welcomed 2 +welcomes 2 +whimsical 1 +whitewash -3 +whore -4 +wicked -2 +widowed -1 +willingness 2 +win 4 +winner 4 +winning 4 +wins 4 +winwin 3 +wish 1 +wishes 1 +wishing 1 +withdrawal -3 +woebegone -2 +woeful -3 +won 3 +wonderful 4 +woo 3 +woohoo 3 +wooo 4 +woow 4 +worn -1 +worried -3 +worry -3 +worrying -3 +worse -3 +worsen -3 +worsened -3 +worsening -3 +worsens -3 +worshiped 3 +worst -3 +worth 2 +worthless -2 +worthy 2 +wow 4 +wowow 4 +wowww 4 +wrathful -3 +wreck -2 +wrong -2 +wronged -2 +wtf -4 +yeah 1 +yearning 1 +yeees 2 +yes 1 +youthful 2 +yucky -2 +yummy 3 +zealot -2 +zealots -2 +zealous 2 \ No newline at end of file diff --git a/backend/Food_Dict.csv b/backend/Food_Dict.csv new file mode 100644 index 000000000..1f24200cc --- /dev/null +++ b/backend/Food_Dict.csv @@ -0,0 +1,992 @@ +Angelica +Savoy cabbage +Silver linden +Kiwi +Allium +Garden onion +Leek +Garlic +Chives +Lemon verbena +Cashew nut +Pineapple +Dill +Custard apple +Wild celery +Peanut +Burdock +Horseradish +Tarragon +Mugwort +Asparagus +Oat +Star fruit +Brazil nut +Common beet +Borage +Chinese mustard +Swede +Rape +Common cabbage +Cauliflower +Brussel sprouts +Kohlrabi +Broccoli +Chinese cabbage +Turnip +Pigeon pea +Tea +Capers +Pepper +Papaya +Safflower +Caraway +Pecan nut +Chestnut +Roman camomile +Chickpea +Endive +Chicory +Chinese cinnamon +Ceylon cinnamon +Watermelon +Lime +Lemon +Pummelo +"Mandarin orange (Clementine, Tangerine)" +Sweet orange +Coffee +Arabica coffee +Robusta coffee +Coriander +Common hazelnut +Saffron +Muskmelon +Cucumber +Cucurbita +Cumin +Turmeric +Quince +Lemon grass +Globe artichoke +Wild carrot +Japanese persimmon +Cardamom +Black crowberry +Loquat +Rocket salad (ssp.) +Wax apple +Common buckwheat +Tartary buckwheat +Fig +Fennel +Strawberry +Black huckleberry +Soy bean +Sunflower +Sea-buckthornberry +Barley +Hyssop +Star anise +Swamp cabbage +Sweet potato +Black walnut +Common walnut +Lettuce +Grass pea +Sweet bay +Lentils +Garden cress +Lovage +Flaxseed +Mexican oregano +Lichee +Lupine +Apple +Mango +German camomile +Lemon balm +Mentha +Orange mint +Cornmint +Spearmint +Peppermint +Medlar +Bitter gourd +Mulberry +Black mulberry +Nutmeg +Sweet basil +Evening primrose +Olive +Sweet marjoram +Pot marjoram +Common oregano +Rice +Millet +Poppy +Passion fruit +Parsnip +Avocado +Parsley +Scarlet bean +Lima bean +Common bean +Date +Black chokeberry +Anise +Pine nut +Pepper (Spice) +Pistachio +Common pea +Purslane +"Prunus (Cherry, Plum)" +Apricot +Sweet cherry +Sour cherry +European plum +Almond +Peach +Guava +Pomegranate +Pear +Radish +Garden rhubarb +Blackcurrant +Redcurrant +Gooseberry +Watercress +Rosemary +"Rubus (Blackberry, Raspberry)" +Cloudberry +Red raspberry +Black raspberry +Sorrel +Common sage +Black elderberry +Summer savory +Winter savory +Rye +Sesame +Garden tomato +Cherry tomato +Garden tomato (var.) +Eggplant +Potato +Rowanberry +Sorghum +Spinach +Cloves +Tamarind +Dandelion +Cocoa bean +Common thyme +Linden +Small-leaf linden +Fenugreek +Common wheat +"Vaccinium (Blueberry, Cranberry, Huckleberry)" +Lowbush blueberry +Sparkleberry +Highbush blueberry +American cranberry +Bilberry +Lingonberry +Vanilla +Common verbena +Broad bean +Adzuki bean +Gram bean +Mung bean +Climbing bean +Cowpea +Muscadine grape +Common grape +Corn +Ginger +Arctic blackberry +Banana +Bayberry +Elliott's blueberry +Canada blueberry +Bog bilberry +Buffalo currant +Celeriac +Celery stalks +Chinese chives +European cranberry +Deerberry +Ginseng +Cascade huckleberry +Oval-leaf huckleberry +Evergreen huckleberry +Red huckleberry +Longan +Macadamia nut (M. tetraphylla) +Garden onion (var.) +Summer grape +Fox grape +Nectarine +Peach (var.) +Pepper (C. baccatum) +Pepper (C. chinense) +Pepper (Capsicum) +Rambutan +Red rice +Annual wild rice +Swiss chard +Lemon thyme +Tronchuda cabbage +Japanese walnut +Welsh onion +Hard wheat +Shallot +Rocket salad +Carrot +Triticale +Black cabbage +Half-highbush blueberry +Celery leaves +Chicory leaves +Komatsuna +Pak choy +Napa cabbage +Chicory roots +Grapefruit/Pummelo hybrid +Grapefruit +Jostaberry +Kai-lan +Italian oregano +Oxheart cabbage +Daikon radish +Black radish +Radish (var.) +Red beetroot +Sweet rowanberry +Pineappple sage +Skunk currant +Beer +Other bread +Breakfast cereal +Other soy product +Other cereal product +Pasta +Biscuit +Sourdough +Spirit +Fortified wine +Other alcoholic beverage +Abalone +Abiyuch +Acerola +Acorn +Winter squash +Agar +Red king crab +Alfalfa +Allspice +Amaranth +Arrowhead +Arrowroot +Asian pear +Atlantic herring +Atlantic mackerel +Painted comber +Atlantic pollock +Atlantic wolffish +Bamboo shoots +Striped bass +Beech nut +Beluga whale +Bison +Alaska blackfish +Blue crab +Blue mussel +Northern bluefin tuna +Bluefish +Wild boar +Bowhead whale +Breadfruit +Breadnut tree seed +Rapini +Buffalo +Burbot +Giant butterbur +American butterfish +Butternut +Butternut squash +Calabash +Cardoon +Natal plum +Carob +Common carp +Cassava +Channel catfish +Chayote +Cherimoya +Chervil +Chia +Chicken +Chinese broccoli +Chinese chestnut +Chinese water chestnut +Garland chrysanthemum +Cisco +Nuttall cockle +Coconut +Pacific cod +Atlantic cod +Common octopus +Corn salad +Cottonseed +Catjang pea +Malus (Crab apple) +Squashberry +Atlantic croaker +Cusk +Cuttlefish +Mule deer +Devilfish +Dock +Dolphin fish +Freshwater drum +Mallard duck +Dungeness crab +Durian +Eastern oyster +Freshwater eel +Elderberry +Elk +Emu +Oregon yampah +European anchovy +European chestnut +Turbot +Fireweed +Florida pompano +Ginkgo nuts +Greylag goose +Grape +Greenland halibut/turbot +Groundcherry +Grouper +Guinea hen +Haddock +Hippoglossus (Common halibut) +Hazelnut +Hickory nut +Horse +Horseradish tree +Alaska blueberry +Hyacinth bean +Irish moss +Pacific jack mackerel +Jackfruit +Japanese chestnut +Java plum +Jerusalem artichoke +Jujube +Jute +Kale +Kelp +King mackerel +Kumquat +Lambsquarters +Leather chiton +Wild leek +Common ling +Lingcod +American lobster +Loganberry +Lotus +Sacred lotus +White lupine +Malabar spinach +Mammee apple +Purple mangosteen +Alpine sweetvetch +Milkfish +Monkfish +Moth bean +Mountain yam +Striped mullet +White mustard +Mustard spinach +New Zealand spinach +Nopal +Ocean pout +North Pacific giant octopus +Ohelo berry +Okra +Tunicate +Ostrich +Spotted seal +Pacific herring +Pacific oyster +Pacific rockfish +Velvet duck +Pepper (C. frutescens) +Common persimmon +Pheasant +Northern pike +Pili nut +Colorado pinyon +Pitanga +Plains prickly pear +French plantain +American pokeweed +Opium poppy +Prairie turnip +Prickly pear +Quinoa +European rabbit +Rainbow smelt +Rainbow trout +Malabar plum +Rose hip +Roselle +Orange roughy +Sablefish +Pink salmon +Chum salmon +Coho salmon +Sockeye salmon +Chinook salmon +Atlantic salmon +Salmonberry +Common salsify +Sapodilla +Mamey sapote +Spanish mackerel +Pacific sardine +Scallop +Scup +Sea cucumber +Steller sea lion +Bearded seal +Ringed seal +Sea trout +Sesbania flower +American shad +Shark +Sheefish +"Sheep (Mutton, Lamb)" +Sheepshead +Hedge mustard +Skipjack tuna +Snapper +Soursop +Spelt +Spirulina +Squab +Strawberry guava +Greater sturgeon +White sucker +Sugar apple +Pumpkinseed sunfish +Swordfish +Taro +Teff +Tilefish +Mexican groundcherry +Towel gourd +"Salmonidae (Salmon, Trout)" +Turkey +"Cattle (Beef, Veal)" +Walleye +Alaska pollock +Wasabi +Wax gourd +Whelk +Coalfish pollock +Broad whitefish +Whitefish +Whiting +Wild rice +Tea leaf willow +Winged bean +Yam +Jicama +Yautia +Yellowfin tuna +Yellowtail amberjack +Pollock +Albacore tuna +Gadus (Common cod) +Atlantic halibut +Pacific halibut +Pacific salmon +Smelt +"Clupeinae (Herring, Sardine, Sprat)" +Spiny lobster +Snow crab +Black-eyed pea +Deer +Macadamia nut +Percoidei (Bass and others) +Perciformes +Rabbit +Domestic goat +Beefalo +"Bivalvia (Clam, Mussel, Oyster)" +Squid +Shrimp +Crayfish +Flatfish +Domestic pig +Walrus +Alaska wild rhubarb +Oriental wheat +Yardlong bean +Quail +Boysenberry +Persian lime +Feijoa +Rowal +Jew's ear +Common mushroom +Shiitake +Purple laver +Wakame +Enokitake +Epazote +Oyster mushroom +Cloud ear fungus +Maitake +Ostrich fern +Spot croaker +Sourdock +Tinda +Atlantic menhaden +Wheat +Common chokecherry +Agave +Narrowleaf cattail +Jellyfish +Anchovy +Blue whiting +Carp bream +Chanterelle +Sturgeon +Charr +Cinnamon +Crab +Common dab +Spiny dogfish +Anatidae +Anguilliformes +True frog +Garfish +Gadiformes +Mountain hare +Lake trout +Lemon sole +Clawed lobster +Lumpsucker +"Scombridae (Bonito, Mackerel, Tuna)" +Marine mussel +Norway haddock +Norway lobster +Norway pout +Oil palm +True oyster +Sago palm +Persimmon +Pikeperch +"Pleuronectidae (Dab, Halibut, Plaice)" +Rock ptarmigan +Pacific ocean perch +Black salsify +True seal +Red algae +Kombu +Snail +True sole +Catfish +Thistle +Thunnus +Walnut +"Cetacea (Dolphin, Porpoise, Whale)" +"Columbidae (Dove, Pigeon)" +Conch +Grape wine +Berry wine +Other wine +Apple cider +Liquor +Cheese +Milk (Cow) +Eggs +Yogurt +Bean +Vodka +Whisky +Ice cream +Gin +Honey +Liquorice +Vinegar +Rum +Port wine +Vermouth +Sherry +Madeira wine +Nougat +Toffee +Cake +Pizza +Ymer +Other snack food +Crisp bread +Pastry +Drag閼煎崘 +Chewing gum +Marzipan +Salad dressing +Sauce +Salt +Butter +Butter substitute +Cream +Sugar +Sausage +Meatball +Mustard +Pate +Sugar substitute +Meat bouillon +Whey +Casein +Fruit preserve +Leavening agent +Marshmallow +Gelatin +Water +Other fish product +Milk (Human) +Other beverage +Baby food +Dumpling +Soup +Other vegetable product +Unclassified food or beverage +Syrup +Tallow +Remoulade +Chocolate spread +Fruit gum +Curry powder +Other candy +Meringue +Lard +Other animal fat +Other cocoa product +Cocoa butter +Cocoa powder +Cocoa liquor +Chocolate +Hot chocolate +Dried milk +Milk (Other mammals) +Kefir +Buttermilk +Other fermented milk +Soy sauce +Miso +Tofu +Zwieback +Roe +Cichlidae (Tilapia) +Icing +Snack bar +Green turtle +Energy drink +Burrito +Hamburger +Baked beans +Chili +Taco +Tortilla +Nachos +Processed cheese +Salad +Cream substitute +Dulce de leche +Topping +Sweet custard +Egg roll +Heart of palm +Popcorn +Potato chip +Tortilla chip +Corn chip +Hibiscus tea +Stew +Gelatin dessert +Junket +Falafel +Frybread +Other frozen dessert +Lasagna +Morchella (Morel) +Pancake +Pectin +Pudding +Waffle +Soy milk +Meatloaf +Sake +Cocktail +Couscous +Bulgur +Coffee substitute +Coffee mocha +Chimichanga +Semolina +Tapioca pearl +Tostada +Quesadilla +Baked potato +Hot dog +Spread +Enchilada +Egg substitute +Nutritional drink +Other sandwich +Ketchup +Breakfast sandwich +Adobo +Macaroni and cheese +Butterfat +Horned melon +Hushpuppy +Fruit juice +Relish +Other fruit product +Fruit salad +Soy yogurt +Vegetarian food +Veggie burger +Cold cut +Mixed nuts +Canola +Babassu palm +Cupua閼剧惮 +Shea tree +Oil-seed Camellia +Ucuhuba +Phyllo dough +Cooking oil +Pie crust +Pie filling +Pie +Shortening +Soy cream +Ice cream cone +Molasses +Cracker +Nance +Naranjilla +Natto +Ravioli +Scrapple +Other pasta dish +Succotash +Tamale +Rice cake +Tree fern +Evaporated milk +Flour +Akutaq +Dough +Pita bread +Focaccia +Bagel +Other bread product +Piki bread +French toast +Wheat bread +Rye bread +Oat bread +Potato bread +Cornbread +Corn grits +Multigrain bread +Rice bread +Pan dulce +Raisin bread +Wonton wrapper +Trail mix +Greenthread tea +Fruit-flavor drink +Vegetable juice +Horchata +Soft drink +Frozen yogurt +Milkshake +Chocolate mousse +Dripping +Pupusa +Empanada +Arepa +Ascidians +Gefilte fish +Yellow pond-lily +Fish burger +Other dish +Pot pie +Stuffing +Edible shell +Fudge +Candy bar +Condensed milk +Margarine +Margarine-like spread +Hummus +Potato puffs +Potato gratin +Milk substitute +Pepper (C. pubescens) +Soft-necked garlic +Cabbage +Chinese bayberry +Mushrooms +Alcoholic beverages +Onion-family vegetables +Pomes +Brassicas +Cereals and cereal products +Citrus +Cocoa and cocoa products +Coffee and coffee products +Crustaceans +Milk and milk products +Fats and oils +Fishes +Herbs and Spices +Pulses +Mollusks +Nuts +Beverages +Fruits +Green vegetables +Root vegetables +Sunburst squash (pattypan squash) +Green zucchini +Yellow zucchini +Green bell pepper +Yellow bell pepper +Orange bell pepper +Red bell pepper +Italian sweet red pepper +Yellow wax bean +Green bean +Saskatoon berry +Nanking cherry +Japanese pumpkin +White cabbage +Romaine lettuce +"Cow milk, pasteurized, vitamin A + D added, 0% fat" +"Cow milk, pasteurized, vitamin A + D added, 1% fat" +"Cow milk, pasteurized, vitamin A + D added, 2% fat" +"Cow milk, pasteurized, vitamin D added, 3.25% fat" +Castanospermum australe +Gentiana lutea +Juniperus communis +Albizia gummifera +Mundu +Rabbiteye blueberry +Yali pear +Asparagus racemosus +Evergreen blackberry +Asparagus fern +Thornless blackberry +Tropical highland blackberry +Andean blackberry +Blackberry +Black tea +Green tea +Olive oil +Macroalgae +Red wine +linseed oil +Rapeseed oil +Soybean oil +Guarana +Mate +White wine +Sour orange +Egg yolk +Ros閼?wine +White mulberry +Canola oil +Dessert wine +Red champagne +Red tea +White champagne +Red grape juice +White grape juice +Crosne +Red clover +Partridge berry +Mikan +Mozzarella cheese +Plain cream cheese +Cheddar Cheese +Parmesan cheese +Almond milk +Coconut milk +Salted butter +Sunflower oil +Coconut oil +Peanut oil +Cottonseed oil +Corn oil +Avocado oil +Grapeseed oil +Sesame oil +Monterey Jack cheese +Swiss cheese +Cottage cheese +Blue cheese +Clam +Sour cream +Whole wheat bread +Jalapeno pepper +Greek feta cheese +Eddoe +Plantain +Clementine +Green apple +White onion +Red onion +Green onion +Green grape +Red grape +Black plum +Green cabbage +Black raisin +Cannellini bean +Green lentil +Cubanelle pepper +Acorn squash +Iceberg lettuce +Japanese sea bass +Pea shoots +Yau choy +Water spinach +Chineese plum +Green plum +Wampee +Pitaya +Goji +Monk fruit +Cantaloupe melon +Hawthorn +Lantern fruit +White bread +Cape gooseberry +Herbal tea +Fish oil +Taco shell +Tostada shell diff --git a/backend/app.py b/backend/app.py index 63ba03f54..368b12db6 100644 --- a/backend/app.py +++ b/backend/app.py @@ -1,10 +1,17 @@ from flask import Flask from flask_cors import CORS, cross_origin +import json +# import pandas as pd +import sys +import string +import re +import operator +from statistics import mean + app = Flask(__name__) CORS(app) - @app.route("/") @cross_origin() def hello_world(): @@ -16,11 +23,98 @@ def hello_world(): @app.route("/analyse", methods=['POST']) @cross_origin() -def analyse_text(): - data = test() - return data + +def analysea_text(): + data_file = open(r'C:\Users\75750\cs410\final_project\hungry-panda\backend\yelp_academic_dataset_review.json') + data = [] + with data_file as f: + for line in f: + data.append(json.loads(line)) + + print(data) + print(data[0]['text']) + + review = review_retrieval(data) + + + # creat the food dictionary + with open(r'C:\Users\75750\cs410\final_project\hungry-panda\backend\Food_Dict.csv') as f: + food_dictionary = [line.rstrip().lower() for line in f] + print(food_dictionary) + best_selling_food = {} + foodhere = set() + final_review = set() + rank = [] + + reviewlist4 = list(review) + reviewlist5 = [line.rstrip().lower() for line in reviewlist4] + + # Upper Case + for i in range(50): + print(reviewlist4[i]) + # Lower Case + for i in range(50): + print(reviewlist5[i]) + + food_showing_in_review(reviewlist4,reviewlist5,food_dictionary) + + sorted_x = sorted(best_selling_food.items(), key=lambda x: x[1], reverse=True) + print(sorted_x) + + # Sentimental Analysis + reviewlist = list(final_review) # make a copy to modify + scores = sentimentScores() + yelpscores = [] + newWords = {} + len(reviewlist) + for i in range(len(reviewlist)): + reviewlist[i].lower + reviewlist[i] = re.compile("[^\w']|_").sub(" ", reviewlist[i]).split() + sentiment = 0 + for words in reviewlist[i]: + if words in scores: + sentiment += scores[words] + yelpscores.append(sentiment) + # for words not in the sentiment dictionary, assign them a sentiment value based on sentiments of the tweet(s) found in + print(yelpscores) + final_score = mean(yelpscores) + print(final_score) + + +def review_retrieval(data): + review = [] + for i in range(len(data)): + if "text" in data[i]: + review.append(data[i]["text"]) + + for i in range(50): + print(review[i]) + + return review + +def food_showing_in_review(reviewlist4,reviewlist5,food_dictionary): + best_selling_food = {} + foodhere = set() + final_review = set() + + for i in range(50): + for j in range(len(food_dictionary)): + x = reviewlist5[i].find(food_dictionary[j]) + + if (x != -1): + best_selling_food[food_dictionary[j]] = best_selling_food.setdefault(food_dictionary[j], 0) + 1 + foodhere.add(food_dictionary[j]) + + final_review.add(reviewlist4[i]) + + return best_selling_food,foodhere,final_review + -def test(): - # do something NLP-related: only related comments are returned - return [mocked_data[0]] +def sentimentScores(): + afinnfile = open(r"C:\Users\kyw11\Downloads\AFINN-111.txt") + scores = {} # initialize an empty dictionary + for line in afinnfile: + term, score = line.split("\t") # The file is tab-delimited. "\t" means "tab character" + scores[term] = int(score) # Convert the score to an integer. + return scores \ No newline at end of file diff --git a/backend/yelp_academic_dataset_review.json b/backend/yelp_academic_dataset_review.json new file mode 100644 index 000000000..c37940ce5 --- /dev/null +++ b/backend/yelp_academic_dataset_review.json @@ -0,0 +1,18 @@ +[{'review_id': 'KU_O5udG6zpxOg-VcAEodg', + 'user_id': 'mh_-eMZ6K5RLWhZyISBhwA', + 'business_id': 'XQfwVwDr-v0ZS3_CbbE5Xw', + 'stars': 3.0, + 'useful': 0, + 'funny': 0, + 'cool': 0, + 'text': "If you decide to eat here, just be aware it is going to take about 2 hours from beginning to end. We have tried it multiple times, because I want to like it! I have been to it's other locations in NJ and never had a bad experience. \n\nThe food is good, but it takes a very long time to come out. The waitstaff is very young, but usually pleasant. We have just had too many experiences where we spent way too long waiting. We usually opt for another diner or restaurant on the weekends, in order to be done quicker.", + 'date': '2018-07-07 22:09:11'}, + {'review_id': 'BiTunyQ73aT9WBnpR9DZGw', + 'user_id': 'OyoGAe7OKpv6SyGZT5g77Q', + 'business_id': '7ATYjTIgM3jUlt4UM3IypQ', + 'stars': 5.0, + 'useful': 1, + 'funny': 0, + 'cool': 1, + 'text': "I've taken a lot of spin classes over the years, and nothing compares to the classes at Body Cycle. From the nice, clean space and amazing bikes, to the welcoming and motivating instructors, every class is a top notch work out.\n\nFor anyone who struggles to fit workouts in, the online scheduling system makes it easy to plan ahead (and there's no need to line up way in advanced like many gyms make you do).\n\nThere is no way I can write this review without giving Russell, the owner of Body Cycle, a shout out. Russell's passion for fitness and cycling is so evident, as is his desire for all of his clients to succeed. He is always dropping in to classes to check in/provide encouragement, and is open to ideas and recommendations from anyone. Russell always wears a smile on his face, even when he's kicking your butt in class!", + 'date': '2012-01-03 15:28:18'},] \ No newline at end of file From 61350a525addaafc78dc14327ebc9812ad37bd5f Mon Sep 17 00:00:00 2001 From: Hulu2007 <49009136+Hulu2007@users.noreply.github.com> Date: Sat, 26 Nov 2022 21:24:58 -0600 Subject: [PATCH 10/16] Hulu FrontEnd --- extension/popup.html | 17 +++++++++++-- extension/popup.js | 59 +++++++++++++++++++++++++++++++++----------- 2 files changed, 60 insertions(+), 16 deletions(-) diff --git a/extension/popup.html b/extension/popup.html index ca692acdb..8988b8be4 100644 --- a/extension/popup.html +++ b/extension/popup.html @@ -6,10 +6,23 @@ Document + -

Popup

+ - + diff --git a/extension/popup.js b/extension/popup.js index 2d8859468..f78682ed7 100644 --- a/extension/popup.js +++ b/extension/popup.js @@ -10,21 +10,52 @@ const mocked_data = [ { text: 'beef', }, + { + text: 'pork', + }, + { + text: 'fish', + }, ]; -console.log('this is from popup.js'); - -async function testApi() { - fetch('http://127.0.0.1:5000/') - .then((res) => { - return res.json(); - }) - .then((data) => { - testH2.textContent = data.text; - }) - .catch((err) => { - console.error(err); - }); +/** + * + * @param {Array} arr + */ + function sortList (arr) { + const counter = new Map() + arr.forEach(item => { + const count = (counter.get(item.text)?.count || 0) + 1 + counter.set(item.text, {count, item}) + + }) + const mapArr = Array.from(counter.entries()) + mapArr.sort((a, b) => b[1].count - a[1].count) + return mapArr.map(mappedItem => mappedItem[1].item) } -testApi(); +const ulElement = document.createElement('ul') +const sortedMockedData = sortList(mocked_data) +sortedMockedData.forEach(dish => { + const li = document.createElement('li') + li.innerHTML = `${dish.text}` + ulElement.appendChild(li) +}) +document.body.appendChild(ulElement) + +// console.log('this is from popup.js'); + +// async function testApi() { +// fetch('http://127.0.0.1:5000/') +// .then((res) => { +// return res.json(); +// }) +// .then((data) => { +// testH2.textContent = data.text; +// }) +// .catch((err) => { +// console.error(err); +// }); +// } + +// testApi(); From d67b1df129226e346afe3d921523615576f4fc79 Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Sun, 4 Dec 2022 21:21:03 +0800 Subject: [PATCH 11/16] pass review between content and popup --- extension/content.js | 55 +++++++++++++++++++++++++++++++------------- extension/popup.js | 45 ++++++++++++++++++++---------------- jsconfig.json | 3 +++ manifest.json | 9 +------- 4 files changed, 68 insertions(+), 44 deletions(-) create mode 100644 jsconfig.json diff --git a/extension/content.js b/extension/content.js index 3b01b5126..da7377507 100644 --- a/extension/content.js +++ b/extension/content.js @@ -1,22 +1,45 @@ -let arr = [] +function getReviews() { + let arr = []; -let list = $('.css-79elbk .list__09f24__ynIEd').childNodes + const reviewSectionEl = document.querySelector( + 'section[aria-label="Recommended Reviews"]' + ); -let len = $('.css-79elbk .list__09f24__ynIEd').childNodes.length + const reviewUlEl = reviewSectionEl.querySelector( + 'ul:not([aria-label="Rating"]' + ); + + let list = reviewUlEl.childNodes; + + let len = reviewUlEl.childNodes.length; + + for (let i = 0; i < len; i++) { + let info = list[i].querySelectorAll('.user-passport-info .css-1m051bw'); + let s = list[i] + .querySelectorAll('.margin-t1__09f24__w96jn .five-stars__09f24__mBKym')[0] + .getAttribute('aria-label') + .split(' ')[0]; + let dateil = list[i].querySelectorAll( + '.comment__09f24__gu0rG .raw__09f24__T4Ezm' + )[0].textContent; + let location = list[i].querySelectorAll( + '.user-passport-info .responsive-hidden-small__09f24__qQFtj .css-qgunke' + )[0].textContent; -for(let i = 0; i < len; i++) { - let info = list[i].querySelectorAll('.user-passport-info .css-1m051bw') - let s = list[i].querySelectorAll('.margin-t1__09f24__w96jn .five-stars__09f24__mBKym')[0].getAttribute('aria-label').split(' ')[0] - let dateil = list[i].querySelectorAll('.comment__09f24__gu0rG .raw__09f24__T4Ezm')[0].textContent - let location = list[i].querySelectorAll('.user-passport-info .responsive-hidden-small__09f24__qQFtj .css-qgunke')[0].textContent - let obj = { - name: info[0].textContent, - star: s, - review: dateil, - location: location - } - arr.push(obj) + name: info[0].textContent, + star: s, + review: dateil, + location: location, + }; + arr.push(obj); + } + + return arr; } -console.log(arr) \ No newline at end of file +chrome.runtime.onMessage.addListener((message, _sender, sendResponse) => { + if (message.hungryPanda === 'START') { + sendResponse({ reviews: getReviews() }); + } +}); diff --git a/extension/popup.js b/extension/popup.js index f78682ed7..deb27aa17 100644 --- a/extension/popup.js +++ b/extension/popup.js @@ -1,3 +1,9 @@ +chrome.tabs.query({ active: true, lastFocusedWindow: true }, (tabs) => { + chrome.tabs.sendMessage(tabs[0].id, { hungryPanda: 'START' }, (res) => { + console.log(res.reviews); + }); +}); + const testH2 = document.querySelector('#testH2'); const mocked_data = [ @@ -19,29 +25,28 @@ const mocked_data = [ ]; /** - * - * @param {Array} arr + * + * @param {Array} arr */ - function sortList (arr) { - const counter = new Map() - arr.forEach(item => { - const count = (counter.get(item.text)?.count || 0) + 1 - counter.set(item.text, {count, item}) - - }) - const mapArr = Array.from(counter.entries()) - mapArr.sort((a, b) => b[1].count - a[1].count) - return mapArr.map(mappedItem => mappedItem[1].item) +function sortList(arr) { + const counter = new Map(); + arr.forEach((item) => { + const count = (counter.get(item.text)?.count || 0) + 1; + counter.set(item.text, { count, item }); + }); + const mapArr = Array.from(counter.entries()); + mapArr.sort((a, b) => b[1].count - a[1].count); + return mapArr.map((mappedItem) => mappedItem[1].item); } -const ulElement = document.createElement('ul') -const sortedMockedData = sortList(mocked_data) -sortedMockedData.forEach(dish => { - const li = document.createElement('li') - li.innerHTML = `${dish.text}` - ulElement.appendChild(li) -}) -document.body.appendChild(ulElement) +const ulElement = document.createElement('ul'); +const sortedMockedData = sortList(mocked_data); +sortedMockedData.forEach((dish) => { + const li = document.createElement('li'); + li.innerHTML = `${dish.text}`; + ulElement.appendChild(li); +}); +document.body.appendChild(ulElement); // console.log('this is from popup.js'); diff --git a/jsconfig.json b/jsconfig.json new file mode 100644 index 000000000..3cd2f317e --- /dev/null +++ b/jsconfig.json @@ -0,0 +1,3 @@ +{ + "typeAcquisition": { "include": ["chrome"] } +} diff --git a/manifest.json b/manifest.json index e8a6348ba..680b85279 100644 --- a/manifest.json +++ b/manifest.json @@ -25,17 +25,10 @@ "content_scripts": [ { "matches": ["https://*.yelp.com/*"], - "css": ["extension/content.css"], "js": ["extension/content.js"] } ], - "permissions": [ - "tabs", - "activeTab", - "background", - "storage", - "https://*.yelp.com/" - ], + "permissions": ["tabs", "activeTab", "background", "storage"], "short_name": "HP", "version_name": "appetizer" } From 036970b590c9ad0efb0b10aae986c8e3061ac13b Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Wed, 7 Dec 2022 00:14:10 +0800 Subject: [PATCH 12/16] final work --- backend/app.py | 122 ++++++++-------------- backend/yelp_academic_dataset_review.json | 18 ---- extension/bootstrap.bundle.min.js | 7 ++ extension/bootstrap.min.css | 7 ++ extension/content.js | 2 +- extension/popup.css | 8 ++ extension/popup.html | 118 ++++++++++++++++++--- extension/popup.js | 115 ++++++++++---------- 8 files changed, 229 insertions(+), 168 deletions(-) delete mode 100644 backend/yelp_academic_dataset_review.json create mode 100644 extension/bootstrap.bundle.min.js create mode 100644 extension/bootstrap.min.css diff --git a/backend/app.py b/backend/app.py index 368b12db6..5b8383265 100644 --- a/backend/app.py +++ b/backend/app.py @@ -1,84 +1,65 @@ -from flask import Flask +from flask import Flask, request from flask_cors import CORS, cross_origin - -import json -# import pandas as pd -import sys -import string import re -import operator +import os from statistics import mean app = Flask(__name__) CORS(app) -@app.route("/") -@cross_origin() -def hello_world(): - return {"text": "hello world"} +currentDir = os.path.dirname(os.path.abspath(__file__)) +with open(os.path.join(currentDir, 'Food_Dict.csv')) as f: + food_dictionary = [line.rstrip().lower() for line in f] -mocked_data = [{"text": "relevant"}, {"text": "irrelevant"}] +with open(os.path.join(currentDir, 'AFINN_EMOTION.txt')) as afinnfile: + scores = {} # initialize an empty dictionary + for line in afinnfile: + # The file is tab-delimited. "\t" means "tab character" + term, score = line.split("\t") + scores[term] = int(score) # Convert the score to an integer. -@app.route("/analyse", methods=['POST']) +@app.route("/", methods=["POST"]) @cross_origin() +def review(): + # data received from frontend + data = request.json -def analysea_text(): - data_file = open(r'C:\Users\75750\cs410\final_project\hungry-panda\backend\yelp_academic_dataset_review.json') - data = [] - with data_file as f: - for line in f: - data.append(json.loads(line)) - - print(data) - print(data[0]['text']) - - review = review_retrieval(data) + # list containing only reviews + review = list(review_retrieval(data)) + # list containing only reviews (small) + review_s = [line.rstrip().lower() for line in review] - # creat the food dictionary - with open(r'C:\Users\75750\cs410\final_project\hungry-panda\backend\Food_Dict.csv') as f: - food_dictionary = [line.rstrip().lower() for line in f] - print(food_dictionary) - best_selling_food = {} - foodhere = set() - final_review = set() - rank = [] + best_selling_food, foodhere, final_review = food_showing_in_review( + review, review_s, food_dictionary) - reviewlist4 = list(review) - reviewlist5 = [line.rstrip().lower() for line in reviewlist4] - - # Upper Case - for i in range(50): - print(reviewlist4[i]) - # Lower Case - for i in range(50): - print(reviewlist5[i]) - - food_showing_in_review(reviewlist4,reviewlist5,food_dictionary) - - sorted_x = sorted(best_selling_food.items(), key=lambda x: x[1], reverse=True) - print(sorted_x) + sorted_food = sorted(best_selling_food.items(), + key=lambda x: x[1], reverse=True) # Sentimental Analysis reviewlist = list(final_review) # make a copy to modify - scores = sentimentScores() - yelpscores = [] - newWords = {} - len(reviewlist) + sentiment_scores = [] + for i in range(len(reviewlist)): - reviewlist[i].lower + tmpReview = [] + tmpReview.append(reviewlist[i]) reviewlist[i] = re.compile("[^\w']|_").sub(" ", reviewlist[i]).split() sentiment = 0 for words in reviewlist[i]: if words in scores: sentiment += scores[words] - yelpscores.append(sentiment) - # for words not in the sentiment dictionary, assign them a sentiment value based on sentiments of the tweet(s) found in - print(yelpscores) - final_score = mean(yelpscores) - print(final_score) + tmpReview.append(sentiment) + sentiment_scores.append(tmpReview) + + final_score = mean([x[1] for x in sentiment_scores]) + + # sorted_food: [ [dishNname, count], [dishNname, count], ... ] + # final_score: sentiment review score for this restaurant + # sentiment_scores: [ [review, score], [review, score], ... ] + + return {"sorted_food": sorted_food, "final_score": final_score, "sentiment_scores": sentiment_scores} def review_retrieval(data): @@ -86,35 +67,24 @@ def review_retrieval(data): for i in range(len(data)): if "text" in data[i]: review.append(data[i]["text"]) - - for i in range(50): - print(review[i]) - return review -def food_showing_in_review(reviewlist4,reviewlist5,food_dictionary): + +def food_showing_in_review(review, review_s, food_dictionary): best_selling_food = {} foodhere = set() final_review = set() - for i in range(50): + for i in range(len(review)): for j in range(len(food_dictionary)): - x = reviewlist5[i].find(food_dictionary[j]) + # Only select reviews that mention food + x = review_s[i].find(food_dictionary[j]) if (x != -1): - best_selling_food[food_dictionary[j]] = best_selling_food.setdefault(food_dictionary[j], 0) + 1 + best_selling_food[food_dictionary[j]] = best_selling_food.setdefault( + food_dictionary[j], 0) + 1 foodhere.add(food_dictionary[j]) - final_review.add(reviewlist4[i]) + final_review.add(review[i]) - return best_selling_food,foodhere,final_review - - - -def sentimentScores(): - afinnfile = open(r"C:\Users\kyw11\Downloads\AFINN-111.txt") - scores = {} # initialize an empty dictionary - for line in afinnfile: - term, score = line.split("\t") # The file is tab-delimited. "\t" means "tab character" - scores[term] = int(score) # Convert the score to an integer. - return scores \ No newline at end of file + return best_selling_food, foodhere, final_review diff --git a/backend/yelp_academic_dataset_review.json b/backend/yelp_academic_dataset_review.json deleted file mode 100644 index c37940ce5..000000000 --- a/backend/yelp_academic_dataset_review.json +++ /dev/null @@ -1,18 +0,0 @@ -[{'review_id': 'KU_O5udG6zpxOg-VcAEodg', - 'user_id': 'mh_-eMZ6K5RLWhZyISBhwA', - 'business_id': 'XQfwVwDr-v0ZS3_CbbE5Xw', - 'stars': 3.0, - 'useful': 0, - 'funny': 0, - 'cool': 0, - 'text': "If you decide to eat here, just be aware it is going to take about 2 hours from beginning to end. We have tried it multiple times, because I want to like it! I have been to it's other locations in NJ and never had a bad experience. \n\nThe food is good, but it takes a very long time to come out. The waitstaff is very young, but usually pleasant. We have just had too many experiences where we spent way too long waiting. We usually opt for another diner or restaurant on the weekends, in order to be done quicker.", - 'date': '2018-07-07 22:09:11'}, - {'review_id': 'BiTunyQ73aT9WBnpR9DZGw', - 'user_id': 'OyoGAe7OKpv6SyGZT5g77Q', - 'business_id': '7ATYjTIgM3jUlt4UM3IypQ', - 'stars': 5.0, - 'useful': 1, - 'funny': 0, - 'cool': 1, - 'text': "I've taken a lot of spin classes over the years, and nothing compares to the classes at Body Cycle. From the nice, clean space and amazing bikes, to the welcoming and motivating instructors, every class is a top notch work out.\n\nFor anyone who struggles to fit workouts in, the online scheduling system makes it easy to plan ahead (and there's no need to line up way in advanced like many gyms make you do).\n\nThere is no way I can write this review without giving Russell, the owner of Body Cycle, a shout out. Russell's passion for fitness and cycling is so evident, as is his desire for all of his clients to succeed. He is always dropping in to classes to check in/provide encouragement, and is open to ideas and recommendations from anyone. Russell always wears a smile on his face, even when he's kicking your butt in class!", - 'date': '2012-01-03 15:28:18'},] \ No newline at end of file diff --git a/extension/bootstrap.bundle.min.js b/extension/bootstrap.bundle.min.js new file mode 100644 index 000000000..819659b4e --- /dev/null +++ b/extension/bootstrap.bundle.min.js @@ -0,0 +1,7 @@ +/*! + * Bootstrap v5.2.3 (https://getbootstrap.com/) + * Copyright 2011-2022 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) + * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) + */ +!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).bootstrap=e()}(this,(function(){"use strict";const t="transitionend",e=t=>{let e=t.getAttribute("data-bs-target");if(!e||"#"===e){let i=t.getAttribute("href");if(!i||!i.includes("#")&&!i.startsWith("."))return 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J,Z="x"===y?gt:bt,tt="x"===y?mt:_t,et=A[w],it="y"===w?"height":"width",nt=et+m[Z],st=et-m[tt],ot=-1!==[gt,bt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=ae(t,e,i);return n>i?i:n}(at,et,lt):ae(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function $e(t,e,i){void 0===i&&(i=!1);var n,s,o=zt(e),r=zt(e)&&function(t){var e=t.getBoundingClientRect(),i=Xt(e.width)/t.offsetWidth||1,n=Xt(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=ie(e),l=Gt(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==Wt(e)||Ee(a))&&(c=(n=e)!==Bt(n)&&zt(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:we(n)),zt(e)?((h=Gt(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ae(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function We(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var Be={placement:"bottom",modifiers:[],strategy:"absolute"};function Fe(){for(var t=arguments.length,e=new Array(t),i=0;iNumber.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(B.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=Q.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ye,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=hi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=Q.find(ti);for(const i of e){const e=hi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Xe,Ye].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ze)?this:Q.prev(this,Ze)[0]||Q.next(this,Ze)[0]||Q.findOne(Ze,t.delegateTarget.parentNode),o=hi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}P.on(document,Ge,Ze,hi.dataApiKeydownHandler),P.on(document,Ge,ei,hi.dataApiKeydownHandler),P.on(document,Ue,hi.clearMenus),P.on(document,"keyup.bs.dropdown.data-api",hi.clearMenus),P.on(document,Ue,Ze,(function(t){t.preventDefault(),hi.getOrCreateInstance(this).toggle()})),g(hi);const di=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",ui=".sticky-top",fi="padding-right",pi="margin-right";class gi{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,fi,(e=>e+t)),this._setElementAttributes(di,fi,(e=>e+t)),this._setElementAttributes(ui,pi,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,fi),this._resetElementAttributes(di,fi),this._resetElementAttributes(ui,pi)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&B.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=B.getDataAttribute(t,e);null!==i?(B.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of Q.find(t,this._element))e(i)}}const mi="show",_i="mousedown.bs.backdrop",bi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},vi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class yi extends F{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return bi}static get DefaultType(){return vi}static get NAME(){return"backdrop"}show(t){if(!this._config.isVisible)return void m(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(mi),this._emulateAnimation((()=>{m(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(mi),this._emulateAnimation((()=>{this.dispose(),m(t)}))):m(t)}dispose(){this._isAppended&&(P.off(this._element,_i),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),P.on(t,_i,(()=>{m(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const wi=".bs.focustrap",Ai="backward",Ei={autofocus:!0,trapElement:null},Ti={autofocus:"boolean",trapElement:"element"};class Ci extends F{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return Ei}static get DefaultType(){return Ti}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),P.off(document,wi),P.on(document,"focusin.bs.focustrap",(t=>this._handleFocusin(t))),P.on(document,"keydown.tab.bs.focustrap",(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,P.off(document,wi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=Q.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===Ai?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?Ai:"forward")}}const Oi="hidden.bs.modal",xi="show.bs.modal",ki="modal-open",Li="show",Di="modal-static",Si={backdrop:!0,focus:!0,keyboard:!0},Ii={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class Ni extends z{constructor(t,e){super(t,e),this._dialog=Q.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new gi,this._addEventListeners()}static get Default(){return Si}static get DefaultType(){return Ii}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||P.trigger(this._element,xi,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(ki),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(P.trigger(this._element,"hide.bs.modal").defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(Li),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){for(const t of[window,this._dialog])P.off(t,".bs.modal");this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new yi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new Ci({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=Q.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(Li),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,P.trigger(this._element,"shown.bs.modal",{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.modal",(t=>{if("Escape"===t.key)return this._config.keyboard?(t.preventDefault(),void this.hide()):void this._triggerBackdropTransition()})),P.on(window,"resize.bs.modal",(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),P.on(this._element,"mousedown.dismiss.bs.modal",(t=>{P.one(this._element,"click.dismiss.bs.modal",(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(ki),this._resetAdjustments(),this._scrollBar.reset(),P.trigger(this._element,Oi)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(P.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Di)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Di),this._queueCallback((()=>{this._element.classList.remove(Di),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Ni.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}P.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',(function(t){const e=n(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),P.one(e,xi,(t=>{t.defaultPrevented||P.one(e,Oi,(()=>{a(this)&&this.focus()}))}));const i=Q.findOne(".modal.show");i&&Ni.getInstance(i).hide(),Ni.getOrCreateInstance(e).toggle(this)})),q(Ni),g(Ni);const Pi="show",ji="showing",Mi="hiding",Hi=".offcanvas.show",$i="hidePrevented.bs.offcanvas",Wi="hidden.bs.offcanvas",Bi={backdrop:!0,keyboard:!0,scroll:!1},Fi={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class zi extends z{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Bi}static get DefaultType(){return Fi}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||P.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new gi).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(ji),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Pi),this._element.classList.remove(ji),P.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(P.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(Mi),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Pi,Mi),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new gi).reset(),P.trigger(this._element,Wi)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new yi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():P.trigger(this._element,$i)}:null})}_initializeFocusTrap(){return new Ci({trapElement:this._element})}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.offcanvas",(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():P.trigger(this._element,$i))}))}static jQueryInterface(t){return this.each((function(){const e=zi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}P.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',(function(t){const e=n(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;P.one(e,Wi,(()=>{a(this)&&this.focus()}));const i=Q.findOne(Hi);i&&i!==e&&zi.getInstance(i).hide(),zi.getOrCreateInstance(e).toggle(this)})),P.on(window,"load.bs.offcanvas.data-api",(()=>{for(const t of Q.find(Hi))zi.getOrCreateInstance(t).show()})),P.on(window,"resize.bs.offcanvas",(()=>{for(const t of Q.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&zi.getOrCreateInstance(t).hide()})),q(zi),g(zi);const qi=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Ri=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,Vi=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,Ki=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!qi.has(i)||Boolean(Ri.test(t.nodeValue)||Vi.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Qi={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Xi={allowList:Qi,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Yi={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Ui={entry:"(string|element|function|null)",selector:"(string|element)"};class Gi extends F{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Ui)}_setContent(t,e,i){const n=Q.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Ki(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return"function"==typeof t?t(this):t}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Ji=new Set(["sanitize","allowList","sanitizeFn"]),Zi="fade",tn="show",en=".modal",nn="hide.bs.modal",sn="hover",on="focus",rn={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},an={allowList:Qi,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,0],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover 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NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),P.off(this._element.closest(en),nn,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=P.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),P.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(tn),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.on(t,"mouseover",h);this._queueCallback((()=>{P.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!P.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(tn),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),P.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(Zi,tn),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(Zi),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Gi({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(Zi)}_isShown(){return this.tip&&this.tip.classList.contains(tn)}_createPopper(t){const e="function"==typeof 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t=this._config.trigger.split(" ");for(const e of t)if("click"===e)P.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===sn?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===sn?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");P.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?on:sn]=!0,e._enter()})),P.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?on:sn]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},P.on(this._element.closest(en),nn,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=B.getDataAttributes(this._element);for(const t of Object.keys(e))Ji.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const e in this._config)this.constructor.Default[e]!==this._config[e]&&(t[e]=this._config[e]);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}g(cn);const hn={...cn.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},dn={...cn.DefaultType,content:"(null|string|element|function)"};class un extends cn{static get Default(){return hn}static get DefaultType(){return dn}static get 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e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=Q.find(gn,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=Q.findOne(e.hash,this._element);a(t)&&(this._targetLinks.set(e.hash,e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(pn),this._activateParents(t),P.trigger(this._element,"activate.bs.scrollspy",{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))Q.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(pn);else for(const e of Q.parents(t,".nav, .list-group"))for(const t of Q.prev(e,".nav-link, .nav-item > .nav-link, .list-group-item"))t.classList.add(pn)}_clearActiveClass(t){t.classList.remove(pn);const e=Q.find("[href].active",t);for(const t of e)t.classList.remove(pn)}static jQueryInterface(t){return this.each((function(){const e=bn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}P.on(window,"load.bs.scrollspy.data-api",(()=>{for(const t of Q.find('[data-bs-spy="scroll"]'))bn.getOrCreateInstance(t)})),g(bn);const vn="ArrowLeft",yn="ArrowRight",wn="ArrowUp",An="ArrowDown",En="active",Tn="fade",Cn="show",On='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',xn=`.nav-link:not(.dropdown-toggle), .list-group-item:not(.dropdown-toggle), [role="tab"]:not(.dropdown-toggle), ${On}`;class kn extends z{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),P.on(this._element,"keydown.bs.tab",(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?P.trigger(e,"hide.bs.tab",{relatedTarget:t}):null;P.trigger(t,"show.bs.tab",{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(En),this._activate(n(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),P.trigger(t,"shown.bs.tab",{relatedTarget:e})):t.classList.add(Cn)}),t,t.classList.contains(Tn)))}_deactivate(t,e){t&&(t.classList.remove(En),t.blur(),this._deactivate(n(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),P.trigger(t,"hidden.bs.tab",{relatedTarget:e})):t.classList.remove(Cn)}),t,t.classList.contains(Tn)))}_keydown(t){if(![vn,yn,wn,An].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=[yn,An].includes(t.key),i=b(this._getChildren().filter((t=>!l(t))),t.target,e,!0);i&&(i.focus({preventScroll:!0}),kn.getOrCreateInstance(i).show())}_getChildren(){return Q.find(xn,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=n(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`#${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=Q.findOne(t,i);s&&s.classList.toggle(n,e)};n(".dropdown-toggle",En),n(".dropdown-menu",Cn),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(En)}_getInnerElement(t){return t.matches(xn)?t:Q.findOne(xn,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=kn.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}P.on(document,"click.bs.tab",On,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this)||kn.getOrCreateInstance(this).show()})),P.on(window,"load.bs.tab",(()=>{for(const t of Q.find('.active[data-bs-toggle="tab"], .active[data-bs-toggle="pill"], .active[data-bs-toggle="list"]'))kn.getOrCreateInstance(t)})),g(kn);const Ln="hide",Dn="show",Sn="showing",In={animation:"boolean",autohide:"boolean",delay:"number"},Nn={animation:!0,autohide:!0,delay:5e3};class Pn extends z{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return Nn}static get DefaultType(){return In}static get NAME(){return"toast"}show(){P.trigger(this._element,"show.bs.toast").defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(Ln),d(this._element),this._element.classList.add(Dn,Sn),this._queueCallback((()=>{this._element.classList.remove(Sn),P.trigger(this._element,"shown.bs.toast"),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(P.trigger(this._element,"hide.bs.toast").defaultPrevented||(this._element.classList.add(Sn),this._queueCallback((()=>{this._element.classList.add(Ln),this._element.classList.remove(Sn,Dn),P.trigger(this._element,"hidden.bs.toast")}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(Dn),super.dispose()}isShown(){return this._element.classList.contains(Dn)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){P.on(this._element,"mouseover.bs.toast",(t=>this._onInteraction(t,!0))),P.on(this._element,"mouseout.bs.toast",(t=>this._onInteraction(t,!1))),P.on(this._element,"focusin.bs.toast",(t=>this._onInteraction(t,!0))),P.on(this._element,"focusout.bs.toast",(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=Pn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 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.nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xl .navbar-nav-scroll{overflow:visible}.navbar-expand-xl .navbar-collapse{display:flex!important;flex-basis:auto}.navbar-expand-xl .navbar-toggler{display:none}.navbar-expand-xl .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto!important;height:auto!important;visibility:visible!important;background-color:transparent!important;border:0!important;transform:none!important;transition:none}.navbar-expand-xl .offcanvas .offcanvas-header{display:none}.navbar-expand-xl .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}@media (min-width:1400px){.navbar-expand-xxl{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand-xxl .navbar-nav{flex-direction:row}.navbar-expand-xxl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xxl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xxl .navbar-nav-scroll{overflow:visible}.navbar-expand-xxl .navbar-collapse{display:flex!important;flex-basis:auto}.navbar-expand-xxl .navbar-toggler{display:none}.navbar-expand-xxl .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto!important;height:auto!important;visibility:visible!important;background-color:transparent!important;border:0!important;transform:none!important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav 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var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom,.card-img-top{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media (min-width:576px){.card-group{display:flex;flex-flow:row wrap}.card-group>.card{flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-header,.card-group>.card:not(:last-child) 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1px);--bs-accordion-btn-padding-x:1.25rem;--bs-accordion-btn-padding-y:1rem;--bs-accordion-btn-color:#212529;--bs-accordion-btn-bg:var(--bs-accordion-bg);--bs-accordion-btn-icon:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width:1.25rem;--bs-accordion-btn-icon-transform:rotate(-180deg);--bs-accordion-btn-icon-transition:transform 0.2s ease-in-out;--bs-accordion-btn-active-icon:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%230c63e4'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color:#86b7fe;--bs-accordion-btn-focus-box-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-accordion-body-padding-x:1.25rem;--bs-accordion-body-padding-y:1rem;--bs-accordion-active-color:#0c63e4;--bs-accordion-active-bg:#e7f1ff}.accordion-button{position:relative;display:flex;align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media (prefers-reduced-motion:reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1 * var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media (prefers-reduced-motion:reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}.breadcrumb{--bs-breadcrumb-padding-x:0;--bs-breadcrumb-padding-y:0;--bs-breadcrumb-margin-bottom:1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color:#6c757d;--bs-breadcrumb-item-padding-x:0.5rem;--bs-breadcrumb-item-active-color:#6c757d;display:flex;flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/")}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x:0.75rem;--bs-pagination-padding-y:0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color:var(--bs-link-color);--bs-pagination-bg:#fff;--bs-pagination-border-width:1px;--bs-pagination-border-color:#dee2e6;--bs-pagination-border-radius:0.375rem;--bs-pagination-hover-color:var(--bs-link-hover-color);--bs-pagination-hover-bg:#e9ecef;--bs-pagination-hover-border-color:#dee2e6;--bs-pagination-focus-color:var(--bs-link-hover-color);--bs-pagination-focus-bg:#e9ecef;--bs-pagination-focus-box-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color:#fff;--bs-pagination-active-bg:#0d6efd;--bs-pagination-active-border-color:#0d6efd;--bs-pagination-disabled-color:#6c757d;--bs-pagination-disabled-bg:#fff;--bs-pagination-disabled-border-color:#dee2e6;display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media (prefers-reduced-motion:reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.active>.page-link,.page-link.active{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.disabled>.page-link,.page-link.disabled{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:-1px}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x:1.5rem;--bs-pagination-padding-y:0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius:0.5rem}.pagination-sm{--bs-pagination-padding-x:0.5rem;--bs-pagination-padding-y:0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius:0.25rem}.badge{--bs-badge-padding-x:0.65em;--bs-badge-padding-y:0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight:700;--bs-badge-color:#fff;--bs-badge-border-radius:0.375rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg:transparent;--bs-alert-padding-x:1rem;--bs-alert-padding-y:1rem;--bs-alert-margin-bottom:1rem;--bs-alert-color:inherit;--bs-alert-border-color:transparent;--bs-alert-border:1px solid var(--bs-alert-border-color);--bs-alert-border-radius:0.375rem;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-primary{--bs-alert-color:#084298;--bs-alert-bg:#cfe2ff;--bs-alert-border-color:#b6d4fe}.alert-primary .alert-link{color:#06357a}.alert-secondary{--bs-alert-color:#41464b;--bs-alert-bg:#e2e3e5;--bs-alert-border-color:#d3d6d8}.alert-secondary .alert-link{color:#34383c}.alert-success{--bs-alert-color:#0f5132;--bs-alert-bg:#d1e7dd;--bs-alert-border-color:#badbcc}.alert-success .alert-link{color:#0c4128}.alert-info{--bs-alert-color:#055160;--bs-alert-bg:#cff4fc;--bs-alert-border-color:#b6effb}.alert-info .alert-link{color:#04414d}.alert-warning{--bs-alert-color:#664d03;--bs-alert-bg:#fff3cd;--bs-alert-border-color:#ffecb5}.alert-warning .alert-link{color:#523e02}.alert-danger{--bs-alert-color:#842029;--bs-alert-bg:#f8d7da;--bs-alert-border-color:#f5c2c7}.alert-danger .alert-link{color:#6a1a21}.alert-light{--bs-alert-color:#636464;--bs-alert-bg:#fefefe;--bs-alert-border-color:#fdfdfe}.alert-light 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(min-width:1200px){.fs-1{font-size:2.5rem!important}.fs-2{font-size:2rem!important}.fs-3{font-size:1.75rem!important}.fs-4{font-size:1.5rem!important}}@media print{.d-print-inline{display:inline!important}.d-print-inline-block{display:inline-block!important}.d-print-block{display:block!important}.d-print-grid{display:grid!important}.d-print-table{display:table!important}.d-print-table-row{display:table-row!important}.d-print-table-cell{display:table-cell!important}.d-print-flex{display:flex!important}.d-print-inline-flex{display:inline-flex!important}.d-print-none{display:none!important}} +/*# sourceMappingURL=bootstrap.min.css.map */ \ No newline at end of file diff --git a/extension/content.js b/extension/content.js index da7377507..a029face0 100644 --- a/extension/content.js +++ b/extension/content.js @@ -29,7 +29,7 @@ function getReviews() { let obj = { name: info[0].textContent, star: s, - review: dateil, + text: dateil, location: location, }; arr.push(obj); diff --git a/extension/popup.css b/extension/popup.css index e69de29bb..2baac37c5 100644 --- a/extension/popup.css +++ b/extension/popup.css @@ -0,0 +1,8 @@ +.hungry-panda { + width: 420px; +} + +.review-card { + height: 120px; + overflow-y: scroll; +} diff --git a/extension/popup.html b/extension/popup.html index 8988b8be4..24c3af237 100644 --- a/extension/popup.html +++ b/extension/popup.html @@ -5,24 +5,112 @@ Document + - + -

+
+

+ Our score for this shop + + ? + + ... +

+ +
+
+

+ +

+
+
+
    +
    +
    +
    +
    +

    + +

    +
    +
    + + + +
    +
    +
    +
    +
    + - diff --git a/extension/popup.js b/extension/popup.js index deb27aa17..ef1435bde 100644 --- a/extension/popup.js +++ b/extension/popup.js @@ -1,66 +1,65 @@ +const finalScoreEl = document.getElementById('final-score'); +const dishesUlEl = document.getElementById('dish-frequency'); +const reviewsUlEl = document.getElementById('sentiment-scores'); + +const popoverTriggerList = document.querySelectorAll( + '[data-bs-toggle="popover"]' +); +const popoverList = [...popoverTriggerList].map( + (popoverTriggerEl) => new bootstrap.Popover(popoverTriggerEl) +); + chrome.tabs.query({ active: true, lastFocusedWindow: true }, (tabs) => { chrome.tabs.sendMessage(tabs[0].id, { hungryPanda: 'START' }, (res) => { - console.log(res.reviews); + fetchData(res.reviews); }); }); -const testH2 = document.querySelector('#testH2'); +async function fetchData(reviews) { + return fetch('http://127.0.0.1:5000', { + method: 'POST', + body: JSON.stringify(reviews), + headers: { 'Content-Type': 'application/json' }, + }) + .then((res) => { + return res.json(); + }) + .then((data) => { + // Display final sentiment score + finalScoreEl.innerText = data['final_score']; -const mocked_data = [ - { - text: 'chicken', - }, - { - text: 'beef', - }, - { - text: 'beef', - }, - { - text: 'pork', - }, - { - text: 'fish', - }, -]; + // Display sorted dish name + count + const sortedFood = data['sorted_food']; + sortedFood.forEach(([dishName, count]) => { + const li = document.createElement('li'); + li.classList.add( + 'list-group-item', + 'd-flex', + 'justify-content-between', + 'align-items-start' + ); + li.innerHTML = `${dishName}${count}`; + dishesUlEl.appendChild(li); + }); -/** - * - * @param {Array} arr - */ -function sortList(arr) { - const counter = new Map(); - arr.forEach((item) => { - const count = (counter.get(item.text)?.count || 0) + 1; - counter.set(item.text, { count, item }); - }); - const mapArr = Array.from(counter.entries()); - mapArr.sort((a, b) => b[1].count - a[1].count); - return mapArr.map((mappedItem) => mappedItem[1].item); + // Display review + sentiment score + const sentimentScores = data['sentiment_scores']; + sentimentScores.forEach(([reviewStr, sentimentScore], idx) => { + const div = document.createElement('div'); + div.classList.add('carousel-item'); + if (idx === 0) div.classList.add('active'); + div.innerHTML = ` +
    +
    +
    Sentimental score: ${sentimentScore}
    +

    ${reviewStr}

    +
    +
    + `; + reviewsUlEl.appendChild(div); + }); + }) + .catch((err) => { + console.error(err); + }); } - -const ulElement = document.createElement('ul'); -const sortedMockedData = sortList(mocked_data); -sortedMockedData.forEach((dish) => { - const li = document.createElement('li'); - li.innerHTML = `${dish.text}`; - ulElement.appendChild(li); -}); -document.body.appendChild(ulElement); - -// console.log('this is from popup.js'); - -// async function testApi() { -// fetch('http://127.0.0.1:5000/') -// .then((res) => { -// return res.json(); -// }) -// .then((data) => { -// testH2.textContent = data.text; -// }) -// .catch((err) => { -// console.error(err); -// }); -// } - -// testApi(); From 83073c6b1c359dc8b2e6db87bc6cfd2472c631d6 Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Wed, 7 Dec 2022 09:51:32 +0800 Subject: [PATCH 13/16] refine getting elements --- extension/content.js | 27 ++++++++++++++++++--------- 1 file changed, 18 insertions(+), 9 deletions(-) diff --git a/extension/content.js b/extension/content.js index a029face0..a76d1b9e3 100644 --- a/extension/content.js +++ b/extension/content.js @@ -1,16 +1,25 @@ -function getReviews() { - let arr = []; +let reviewSectionEl, reviewUlEl; - const reviewSectionEl = document.querySelector( - 'section[aria-label="Recommended Reviews"]' - ); +window.addEventListener('load', getElements); - const reviewUlEl = reviewSectionEl.querySelector( - 'ul:not([aria-label="Rating"]' - ); +function getElements(maxTimes = 5) { + if (reviewSectionEl && reviewUlEl) return; - let list = reviewUlEl.childNodes; + let times = 0; + while ((!reviewSectionEl || !reviewUlEl) && times < maxTimes) { + reviewSectionEl = document.querySelector( + 'section[aria-label="Recommended Reviews"]' + ); + reviewUlEl = reviewSectionEl?.querySelector('ul:not([aria-label="Rating"]'); + times++; + } +} +function getReviews() { + let arr = []; + + getElements(); + let list = reviewUlEl.childNodes; let len = reviewUlEl.childNodes.length; for (let i = 0; i < len; i++) { From 8d752a1acae2f274aca8f6e3d78734e90e0fabb5 Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Wed, 7 Dec 2022 10:16:10 +0800 Subject: [PATCH 14/16] modified readme with how to run --- README.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/README.md b/README.md index 2a5336ee0..baf9dc685 100644 --- a/README.md +++ b/README.md @@ -16,6 +16,13 @@ # Install +## Frontend + +1. Clone the repository, +2. Go to the Extensions page by entering chrome://extensions in a new tab. (By design chrome:// URLs are not linkable.) +3. Enable Developer Mode by clicking the toggle switch next to Developer mode. +4. Click the Load unpacked button and select the extension directory. + ## Backend There are 2 ways of installing the current dependencies: @@ -38,6 +45,11 @@ If you need to add a new dependency to the project, use the command: `pip instal - Starting the development server can be done by running this command in your terminal: `flask --app backend/app run --reload`. Then you can use [Postman](https://www.postman.com/) to interact with the endpoints. - But you can also create an independent Python script that performs the desired action (say `nlp.py` under the `backend` folder), and develop further by running `python backend/nlp.py` in the root directory. In this way, you avoid the need of running the server during your development. +# How to run + +1. Run the backend via `flask --app backend/app run --reload`. +2. Go to a Yelp website in Chrome and click on the extension icon. + # Course Project Please fork this repository and paste the github link of your fork on Microsoft CMT. Detailed instructions are on Coursera under Week 1: Course Project Overview/Week 9 Activities. From d3469a6e5556094129a9c131c58b609691382515 Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Wed, 7 Dec 2022 11:00:08 +0800 Subject: [PATCH 15/16] change score digit --- extension/popup.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/extension/popup.js b/extension/popup.js index ef1435bde..24618da1d 100644 --- a/extension/popup.js +++ b/extension/popup.js @@ -26,7 +26,7 @@ async function fetchData(reviews) { }) .then((data) => { // Display final sentiment score - finalScoreEl.innerText = data['final_score']; + finalScoreEl.innerText = Number(data['final_score']).toFixed(1); // Display sorted dish name + count const sortedFood = data['sorted_food']; From dcd7515bba40815e548bcddaa1003f7389db48b4 Mon Sep 17 00:00:00 2001 From: Tingyu Zeng <75454664+tienuur@users.noreply.github.com> Date: Thu, 8 Dec 2022 10:13:24 +0800 Subject: [PATCH 16/16] add video link --- Documentation.pdf | Bin 0 -> 110367 bytes README.md | 35 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zRqy|fobeCM^j~r_;CuahfSa+m-G6IwClbMk4h(`L=l~?opBD&;K)?_nBhdeAdyC$? zK$d@M5Ev2-uvqqKU@!!HFb)oc0c4JSaR>|y0MzW)PzWdtc)sk51MassS^G2y3s zYjB_e4#vR|h+paq;G7@_ec?#V9-U=hZU{7N4;gbnLjY`|gBk{Nus0CE!}_3xf`h@o zYEZ<%{XoId;DdEWAz-M3z8En2R}BJz9PBj=1i3d<`|`j*AprDfp9TS=;Rk&I4S8^X z0d1eJ9SLV@K_KnnjZ{rt2zz6B{jQaj9S8~}yGOT@vox{-0cJl(*wzk5vimu}KraG} MB|2VSX=Ryz0V7VpE&u=k literal 0 HcmV?d00001 diff --git a/README.md b/README.md index baf9dc685..3dc39bc61 100644 --- a/README.md +++ b/README.md @@ -2,17 +2,34 @@ **Team name**: Hungry Panda **Team member**: -| Name | netid | -| ---- | ----- | -| Tingyu Zeng | tzeng11 | -| Sicheng Meng | meng29 | -| Yiwei Kuang | yiwei9 | -| Jiachun Tang | jiachun5 | -| Fangsheng Yang | fyang28 | +| Name | Netid | Contribution | +| ---- | ----- | ------------ | +| Tingyu Zeng | tzeng11 | Architecture | +| Sicheng Meng | meng29 | Extension: data crawling | +| Yiwei Kuang | yiwei9 | Backend: info retrieval and sentiment analysis | +| Jiachun Tang | jiachun5 | Backend: info retrieval and sentiment analysis | +| Fangsheng Yang | fyang28 | Extension: data presentation | # Folder structure + - Project proposal: [Proposal.pdf](Proposal.pdf) - Progress report: [Progress_Report.pdf](Progress_Report.pdf) +- Documentation: [Documentation.pdf](Documentation.pdf) + +# 🎥 Presentation video + +**The presentation video** can be accessed via [this link](https://youtu.be/mS6M2M5O2r8) (YouTube). + +# Overview + +When Yelp users rate a restaurant, they tend to give the rating based not only on taste and quality of the food, but also other factors such as service, prices, comfort, atmosphere, parking, and location, etc. + +As a group of Chinese students, our favorite dim sum restaurants usually don’t have a high rating on Yelp, partly because traditional dim sum places focus on taste of food, but many of them don’t focus on service, known as “cantonese hospitality”. You have to read each review if you want to know how good the food is. + +We don't want to let bad service overshadow good food. Through text retrieval and mining techniques, we think it would be a great idea to analyze reviews that focus on food only. + +With that interest, we created a Chrome-based extension to give an overview of what kind of food are frequently mentioned in the reviews and based on the review content what should be the sentimental score for this restaurant. + # Install @@ -50,6 +67,10 @@ If you need to add a new dependency to the project, use the command: `pip instal 1. Run the backend via `flask --app backend/app run --reload`. 2. Go to a Yelp website in Chrome and click on the extension icon. +# Implementation Details + +See Documentation.pdf or code comments. + # Course Project Please fork this repository and paste the github link of your fork on Microsoft CMT. Detailed instructions are on Coursera under Week 1: Course Project Overview/Week 9 Activities.