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Merge pull request #1 from graykode/0.1.0
JavaScript Language is supported!!
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18 changed files
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209 additions
and
30 deletions
... | @@ -2,12 +2,15 @@ language: python | ... | @@ -2,12 +2,15 @@ language: python |
2 | python: | 2 | python: |
3 | - "3.6" | 3 | - "3.6" |
4 | 4 | ||
5 | +env: | ||
6 | + - LANGUAGE="py" | ||
7 | + | ||
5 | services: | 8 | services: |
6 | - docker | 9 | - docker |
7 | 10 | ||
8 | before_install: | 11 | before_install: |
9 | - - docker pull graykode/commit-autosuggestions | 12 | + - docker pull graykode/commit-autosuggestions:${LANGUAGE} |
10 | - - docker run -it -d -p 5000:5000 --restart always graykode/commit-autosuggestions | 13 | + - docker run -it -d -p 5000:5000 --restart always graykode/commit-autosuggestions:${LANGUAGE} |
11 | 14 | ||
12 | # command to install dependencies | 15 | # command to install dependencies |
13 | install: | 16 | install: | ... | ... |
... | @@ -46,20 +46,18 @@ Recommended Commit Message : Remove unused imports | ... | @@ -46,20 +46,18 @@ Recommended Commit Message : Remove unused imports |
46 | To solve this problem, use a new embedding called [`patch_type_embeddings`](https://github.com/graykode/commit-autosuggestions/blob/master/commit/model/diff_roberta.py#L40) that can distinguish added and deleted, just as the XLM(Lample et al, 2019) used language embeddeding. (1 for added, 2 for deleted.) | 46 | To solve this problem, use a new embedding called [`patch_type_embeddings`](https://github.com/graykode/commit-autosuggestions/blob/master/commit/model/diff_roberta.py#L40) that can distinguish added and deleted, just as the XLM(Lample et al, 2019) used language embeddeding. (1 for added, 2 for deleted.) |
47 | 47 | ||
48 | ### Language support | 48 | ### Language support |
49 | -| Language | Added | Diff | | 49 | +| Language | Added | Diff | Data(Only Diff) | Weights | |
50 | -| :------------- | :---: | :---:| | 50 | +| :------------- | :---: | :---:| :---: | :---:| |
51 | -| Python | ✅ | ✅ | | 51 | +| Python | ✅ | ✅ | [423k](https://drive.google.com/drive/folders/1_8lQmzTH95Nc-4MKd1RP3x4BVc8tBA6W?usp=sharing) | [Link](https://drive.google.com/drive/folders/1OwM7_FiLiwVJAhAanBPWtPw3Hz3Dszbh?usp=sharing) | |
52 | -| JavaScript | ⬜ | ⬜ | | 52 | +| JavaScript | ✅ | ✅ | [514k](https://drive.google.com/drive/folders/1-Hv0VZWSAGqs-ewNT6NhLKEqDH2oa1az?usp=sharing) | [Link](https://drive.google.com/drive/folders/1Jw8vXfxUXsfElga_Gi6e7Uhfc_HlmOuD?usp=sharing) | |
53 | -| Go | ⬜ | ⬜ | | 53 | +| Go | ⬜ | ⬜ | ⬜ | ⬜ | |
54 | -| JAVA | ⬜ | ⬜ | | 54 | +| JAVA | ⬜ | ⬜ | ⬜ | ⬜ | |
55 | -| Ruby | ⬜ | ⬜ | | 55 | +| Ruby | ⬜ | ⬜ | ⬜ | ⬜ | |
56 | -| PHP | ⬜ | ⬜ | | 56 | +| PHP | ⬜ | ⬜ | ⬜ | ⬜ | |
57 | * ✅ — Supported | 57 | * ✅ — Supported |
58 | -* 🔶 — Partial support | ||
59 | -* 🚧 — Under development | ||
60 | * ⬜ - N/A ️ | 58 | * ⬜ - N/A ️ |
61 | 59 | ||
62 | -We plan to slowly conquer languages that are not currently supported. However, I also need to use expensive GPU instances of AWS or GCP to train about the above languages. Please do a simple sponsor for this! | 60 | +We plan to slowly conquer languages that are not currently supported. However, I also need to use expensive GPU instances of AWS or GCP to train about the above languages. Please do a simple sponsor for this! Add data is [CodeSearchNet dataset](https://drive.google.com/uc?id=1rd2Tc6oUWBo7JouwexW3ksQ0PaOhUr6h). |
63 | 61 | ||
64 | ### Quick Start | 62 | ### Quick Start |
65 | To run this project, you need a flask-based inference server (GPU) and a client (commit module). If you don't have a GPU, don't worry, you can use it through Google Colab. | 63 | To run this project, you need a flask-based inference server (GPU) and a client (commit module). If you don't have a GPU, don't worry, you can use it through Google Colab. |
... | @@ -68,9 +66,18 @@ To run this project, you need a flask-based inference server (GPU) and a client | ... | @@ -68,9 +66,18 @@ To run this project, you need a flask-based inference server (GPU) and a client |
68 | Prepare Docker and Nvidia-docker before running the server. | 66 | Prepare Docker and Nvidia-docker before running the server. |
69 | 67 | ||
70 | ##### 1-a. If you have GPU machine. | 68 | ##### 1-a. If you have GPU machine. |
71 | -Serve flask server with Nvidia Docker | 69 | +Serve flask server with Nvidia Docker. Check the docker tag for programming language in [here](https://hub.docker.com/repository/registry-1.docker.io/graykode/commit-autosuggestions/tags). |
70 | +| Language | Tag | | ||
71 | +| :------------- | :---: | | ||
72 | +| Python | py | | ||
73 | +| JavaScript | js | | ||
74 | +| Go | go | | ||
75 | +| JAVA | java | | ||
76 | +| Ruby | ruby | | ||
77 | +| PHP | php | | ||
78 | + | ||
72 | ```shell script | 79 | ```shell script |
73 | -$ docker run -it --gpus 0 -p 5000:5000 commit-autosuggestions:0.1-gpu | 80 | +$ docker run -it -d --gpus 0 -p 5000:5000 graykode/commit-autosuggestions:{language} |
74 | ``` | 81 | ``` |
75 | 82 | ||
76 | ##### 1-b. If you don't have GPU machine. | 83 | ##### 1-b. If you don't have GPU machine. | ... | ... |
... | @@ -146,7 +146,7 @@ def main(args): | ... | @@ -146,7 +146,7 @@ def main(args): |
146 | 146 | ||
147 | if __name__ == '__main__': | 147 | if __name__ == '__main__': |
148 | parser = argparse.ArgumentParser(description="") | 148 | parser = argparse.ArgumentParser(description="") |
149 | - parser.add_argument("--load_model_path", default='weight', type=str, | 149 | + parser.add_argument("--load_model_path", type=str, required=True, |
150 | help="Path to trained model: Should contain the .bin files") | 150 | help="Path to trained model: Should contain the .bin files") |
151 | 151 | ||
152 | parser.add_argument("--model_type", default='roberta', type=str, | 152 | parser.add_argument("--model_type", default='roberta', type=str, | ... | ... |
change_logs/v0.1.0.md
0 → 100644
1 | +# Change Log | ||
2 | +version : v0.1.0 | ||
3 | + | ||
4 | +## change things | ||
5 | + | ||
6 | +### Bug Fixes | ||
7 | +- Modify the weight path in the Dockerfile. | ||
8 | + | ||
9 | +### New Features | ||
10 | +- JavaScript Language Support. | ||
11 | +- Detach multiple settings (Unittest, Dockerfile) for Language support. | ||
12 | + | ||
13 | +### New Examples | ||
... | \ No newline at end of file | ... | \ No newline at end of file |
This diff is collapsed. Click to expand it.
docker/javascript/Dockerfile
0 → 100644
1 | +FROM nvcr.io/nvidia/cuda:10.0-cudnn7-runtime-ubuntu18.04 | ||
2 | +LABEL maintainer="nlkey2022@gmail.com" | ||
3 | + | ||
4 | +RUN DEBIAN_FRONTEND=noninteractive apt-get -qq update \ | ||
5 | + && DEBIAN_FRONTEND=noninteractive apt-get -qqy install curl python3-pip git \ | ||
6 | + && rm -rf /var/lib/apt/lists/* | ||
7 | + | ||
8 | +ARG PYTORCH_WHEEL="https://download.pytorch.org/whl/cu101/torch-1.6.0%2Bcu101-cp36-cp36m-linux_x86_64.whl" | ||
9 | +ARG ADDED_MODEL="1-F68ymKxZ-htCzQ8_Y9iHexs2SJmP5Gc" | ||
10 | +ARG DIFF_MODEL="1-39rmu-3clwebNURMQGMt-oM4HsAkbsf" | ||
11 | + | ||
12 | +RUN git clone https://github.com/graykode/commit-autosuggestions.git /app/commit-autosuggestions \ | ||
13 | + && cd /app/commit-autosuggestions | ||
14 | + | ||
15 | +WORKDIR /app/commit-autosuggestions | ||
16 | + | ||
17 | +RUN pip3 install ${PYTORCH_WHEEL} gdown | ||
18 | +RUN gdown https://drive.google.com/uc?id=${ADDED_MODEL} -O weight/javascript/added/ | ||
19 | +RUN gdown https://drive.google.com/uc?id=${DIFF_MODEL} -O weight/javascript/diff/ | ||
20 | + | ||
21 | +RUN pip3 install -r requirements.txt | ||
22 | + | ||
23 | +ENTRYPOINT ["python3", "app.py", "--load_model_path", "./weight/javascript/"] |
... | @@ -10,14 +10,14 @@ ARG ADDED_MODEL="1YrkwfM-0VBCJaa9NYaXUQPODdGPsmQY4" | ... | @@ -10,14 +10,14 @@ ARG ADDED_MODEL="1YrkwfM-0VBCJaa9NYaXUQPODdGPsmQY4" |
10 | ARG DIFF_MODEL="1--gcVVix92_Fp75A-mWH0pJS0ahlni5m" | 10 | ARG DIFF_MODEL="1--gcVVix92_Fp75A-mWH0pJS0ahlni5m" |
11 | 11 | ||
12 | RUN git clone https://github.com/graykode/commit-autosuggestions.git /app/commit-autosuggestions \ | 12 | RUN git clone https://github.com/graykode/commit-autosuggestions.git /app/commit-autosuggestions \ |
13 | - && cd /app/commit-autosuggestions && python3 setup.py install | 13 | + && cd /app/commit-autosuggestions |
14 | 14 | ||
15 | WORKDIR /app/commit-autosuggestions | 15 | WORKDIR /app/commit-autosuggestions |
16 | 16 | ||
17 | RUN pip3 install ${PYTORCH_WHEEL} gdown | 17 | RUN pip3 install ${PYTORCH_WHEEL} gdown |
18 | -RUN gdown https://drive.google.com/uc?id=${ADDED_MODEL} -O weight/added/ | 18 | +RUN gdown https://drive.google.com/uc?id=${ADDED_MODEL} -O weight/python/added/ |
19 | -RUN gdown https://drive.google.com/uc?id=${DIFF_MODEL} -O weight/diff/ | 19 | +RUN gdown https://drive.google.com/uc?id=${DIFF_MODEL} -O weight/python/diff/ |
20 | 20 | ||
21 | RUN pip3 install -r requirements.txt | 21 | RUN pip3 install -r requirements.txt |
22 | 22 | ||
23 | -ENTRYPOINT ["python3", "app.py"] | 23 | +ENTRYPOINT ["python3", "app.py", "--load_model_path", "./weight/python/"] | ... | ... |
... | @@ -104,6 +104,8 @@ optional arguments: | ... | @@ -104,6 +104,8 @@ optional arguments: |
104 | The maximum total target sequence length after tokenization. Sequences longer than this will be truncated, sequences shorter will be padded. | 104 | The maximum total target sequence length after tokenization. Sequences longer than this will be truncated, sequences shorter will be padded. |
105 | ``` | 105 | ``` |
106 | 106 | ||
107 | +> If `UnicodeDecodeError` occurs while using gitparser.py, you must use the [GitPython](https://github.com/gitpython-developers/GitPython) package at least [this commit](https://github.com/gitpython-developers/GitPython/commit/bfbd5ece215dea328c3c6c4cba31225caa66ae9a). | ||
108 | + | ||
107 | #### 3. Training Added model(Optional for Python Language). | 109 | #### 3. Training Added model(Optional for Python Language). |
108 | Python has learned the Added model. So, if you only want to make a Diff model for the Python language, step 3 can be ignored. However, for other languages (JavaScript, GO, Ruby, PHP and JAVA), [Code2NL training](https://github.com/microsoft/CodeBERT#fine-tune-1) is required to use as the initial weight of the model to be used in step 4. | 110 | Python has learned the Added model. So, if you only want to make a Diff model for the Python language, step 3 can be ignored. However, for other languages (JavaScript, GO, Ruby, PHP and JAVA), [Code2NL training](https://github.com/microsoft/CodeBERT#fine-tune-1) is required to use as the initial weight of the model to be used in step 4. |
109 | 111 | ... | ... |
... | @@ -24,6 +24,15 @@ from multiprocessing.pool import Pool | ... | @@ -24,6 +24,15 @@ from multiprocessing.pool import Pool |
24 | from transformers import RobertaTokenizer | 24 | from transformers import RobertaTokenizer |
25 | from pydriller import RepositoryMining | 25 | from pydriller import RepositoryMining |
26 | 26 | ||
27 | +language = { | ||
28 | + 'py' : ['.py'], | ||
29 | + 'js' : ['.js', '.ts'], | ||
30 | + 'go' : ['.go'], | ||
31 | + 'java' : ['.java'], | ||
32 | + 'ruby' : ['.rb'], | ||
33 | + 'php' : ['.php'] | ||
34 | +} | ||
35 | + | ||
27 | def message_cleaner(message): | 36 | def message_cleaner(message): |
28 | msg = message.split("\n")[0] | 37 | msg = message.split("\n")[0] |
29 | msg = re.sub(r"(\(|)#([0-9])+(\)|)", "", msg) | 38 | msg = re.sub(r"(\(|)#([0-9])+(\)|)", "", msg) |
... | @@ -34,7 +43,7 @@ def jobs(repo, args): | ... | @@ -34,7 +43,7 @@ def jobs(repo, args): |
34 | repo_path = os.path.join(args.repos_dir, repo) | 43 | repo_path = os.path.join(args.repos_dir, repo) |
35 | if os.path.exists(repo_path): | 44 | if os.path.exists(repo_path): |
36 | for commit in RepositoryMining( | 45 | for commit in RepositoryMining( |
37 | - repo_path, only_modifications_with_file_types=['.py'] | 46 | + repo_path, only_modifications_with_file_types=language[args.lang] |
38 | ).traverse_commits(): | 47 | ).traverse_commits(): |
39 | cleaned_message = message_cleaner(commit.msg) | 48 | cleaned_message = message_cleaner(commit.msg) |
40 | tokenized_message = args.tokenizer.tokenize(cleaned_message) | 49 | tokenized_message = args.tokenizer.tokenize(cleaned_message) |
... | @@ -44,7 +53,7 @@ def jobs(repo, args): | ... | @@ -44,7 +53,7 @@ def jobs(repo, args): |
44 | for mod in commit.modifications: | 53 | for mod in commit.modifications: |
45 | if not (mod.old_path and mod.new_path): | 54 | if not (mod.old_path and mod.new_path): |
46 | continue | 55 | continue |
47 | - if os.path.splitext(mod.new_path)[1] != '.py': | 56 | + if os.path.splitext(mod.new_path)[1] not in language[args.lang]: |
48 | continue | 57 | continue |
49 | if not mod.diff_parsed["added"]: | 58 | if not mod.diff_parsed["added"]: |
50 | continue | 59 | continue |
... | @@ -121,6 +130,9 @@ if __name__ == "__main__": | ... | @@ -121,6 +130,9 @@ if __name__ == "__main__": |
121 | help="directory that all repositories had been downloaded.",) | 130 | help="directory that all repositories had been downloaded.",) |
122 | parser.add_argument("--output_dir", type=str, required=True, | 131 | parser.add_argument("--output_dir", type=str, required=True, |
123 | help="The output directory where the preprocessed data will be written.") | 132 | help="The output directory where the preprocessed data will be written.") |
133 | + parser.add_argument("--lang", type=str, required=True, | ||
134 | + choices=['py', 'js', 'go', 'java', 'ruby', 'php'], | ||
135 | + help="The output directory where the preprocessed data will be written.") | ||
124 | parser.add_argument("--tokenizer_name", type=str, | 136 | parser.add_argument("--tokenizer_name", type=str, |
125 | default="microsoft/codebert-base", help="The name of tokenizer",) | 137 | default="microsoft/codebert-base", help="The name of tokenizer",) |
126 | parser.add_argument("--num_workers", default=4, type=int, help="number of process") | 138 | parser.add_argument("--num_workers", default=4, type=int, help="number of process") | ... | ... |
repositories/javascript.txt
0 → 100644
1 | +https://github.com/freeCodeCamp/freeCodeCamp | ||
2 | +https://github.com/vuejs/vue | ||
3 | +https://github.com/facebook/react | ||
4 | +https://github.com/twbs/bootstrap | ||
5 | +https://github.com/airbnb/javascript | ||
6 | +https://github.com/d3/d3 | ||
7 | +https://github.com/facebook/react-native | ||
8 | +https://github.com/trekhleb/javascript-algorithms | ||
9 | +https://github.com/facebook/create-react-app | ||
10 | +https://github.com/axios/axios | ||
11 | +https://github.com/nodejs/node | ||
12 | +https://github.com/mrdoob/three.js | ||
13 | +https://github.com/mui-org/material-ui | ||
14 | +https://github.com/angular/angular.js | ||
15 | +https://github.com/vercel/next.js | ||
16 | +https://github.com/webpack/webpack | ||
17 | +https://github.com/jquery/jquery | ||
18 | +https://github.com/hakimel/reveal.js | ||
19 | +https://github.com/atom/atom | ||
20 | +https://github.com/socketio/socket.io | ||
21 | +https://github.com/chartjs/Chart.js | ||
22 | +https://github.com/expressjs/express | ||
23 | +https://github.com/typicode/json-server | ||
24 | +https://github.com/adam-p/markdown-here | ||
25 | +https://github.com/Semantic-Org/Semantic-UI | ||
26 | +https://github.com/h5bp/html5-boilerplate | ||
27 | +https://github.com/gatsbyjs/gatsby | ||
28 | +https://github.com/lodash/lodash | ||
29 | +https://github.com/yangshun/tech-interview-handbook | ||
30 | +https://github.com/moment/moment | ||
31 | +https://github.com/apache/incubator-echarts | ||
32 | +https://github.com/meteor/meteor | ||
33 | +https://github.com/ReactTraining/react-router | ||
34 | +https://github.com/yarnpkg/yarn | ||
35 | +https://github.com/sveltejs/svelte | ||
36 | +https://github.com/Dogfalo/materialize | ||
37 | +https://github.com/prettier/prettier | ||
38 | +https://github.com/serverless/serverless | ||
39 | +https://github.com/babel/babel | ||
40 | +https://github.com/nwjs/nw.js | ||
41 | +https://github.com/juliangarnier/anime | ||
42 | +https://github.com/parcel-bundler/parcel | ||
43 | +https://github.com/ColorlibHQ/AdminLTE | ||
44 | +https://github.com/impress/impress.js | ||
45 | +https://github.com/TryGhost/Ghost | ||
46 | +https://github.com/Unitech/pm2 | ||
47 | +https://github.com/mozilla/pdf.js | ||
48 | +https://github.com/mermaid-js/mermaid | ||
49 | +https://github.com/algorithm-visualizer/algorithm-visualizer | ||
50 | +https://github.com/adobe/brackets | ||
51 | +https://github.com/gulpjs/gulp | ||
52 | +https://github.com/hexojs/hexo | ||
53 | +https://github.com/styled-components/styled-components | ||
54 | +https://github.com/nuxt/nuxt.js | ||
55 | +https://github.com/sahat/hackathon-starter | ||
56 | +https://github.com/alvarotrigo/fullPage.js | ||
57 | +https://github.com/strapi/strapi | ||
58 | +https://github.com/immutable-js/immutable-js | ||
59 | +https://github.com/koajs/koa | ||
60 | +https://github.com/videojs/video.js | ||
61 | +https://github.com/zenorocha/clipboard.js | ||
62 | +https://github.com/Leaflet/Leaflet | ||
63 | +https://github.com/RocketChat/Rocket.Chat | ||
64 | +https://github.com/photonstorm/phaser | ||
65 | +https://github.com/quilljs/quill | ||
66 | +https://github.com/jashkenas/backbone | ||
67 | +https://github.com/preactjs/preact | ||
68 | +https://github.com/tastejs/todomvc | ||
69 | +https://github.com/caolan/async | ||
70 | +https://github.com/vuejs/vue-cli | ||
71 | +https://github.com/react-boilerplate/react-boilerplate | ||
72 | +https://github.com/aosabook/500lines | ||
73 | +https://github.com/carbon-app/carbon | ||
74 | +https://github.com/Marak/faker.js | ||
75 | +https://github.com/jashkenas/underscore | ||
76 | +https://github.com/lerna/lerna | ||
77 | +https://github.com/nolimits4web/swiper | ||
78 | +https://github.com/vuejs/vuex | ||
79 | +https://github.com/request/request | ||
80 | +https://github.com/select2/select2 | ||
81 | +https://github.com/Modernizr/Modernizr | ||
82 | +https://github.com/facebook/draft-js | ||
83 | +https://github.com/rollup/rollup | ||
84 | +https://github.com/jlmakes/scrollreveal | ||
85 | +https://github.com/tj/commander.js | ||
86 | +https://github.com/chenglou/react-motion | ||
87 | +https://github.com/swagger-api/swagger-ui | ||
88 | +https://github.com/bilibili/flv.js | ||
89 | +https://github.com/segmentio/nightmare | ||
90 | +https://github.com/laurent22/joplin | ||
91 | +https://github.com/react-bootstrap/react-bootstrap | ||
92 | +https://github.com/sampotts/plyr | ||
93 | +https://github.com/avajs/ava | ||
94 | +https://github.com/immerjs/immer | ||
95 | +https://github.com/jorgebucaran/hyperapp | ||
96 | +https://github.com/jaredhanson/passport | ||
97 | +https://github.com/lovell/sharp | ||
98 | +https://github.com/localForage/localForage | ||
99 | +https://github.com/Popmotion/popmotion | ||
100 | +https://github.com/vuejs/vuepress | ||
... | \ No newline at end of file | ... | \ No newline at end of file |
File moved
tests/javascript/added.diff
0 → 100644
1 | +diff --git a/function.js b/function.js | ||
2 | +new file mode 100644 | ||
3 | +index 0000000..ba89d9a | ||
4 | +--- /dev/null | ||
5 | ++++ b/function.js | ||
6 | +@@ -0,0 +1,6 @@ | ||
7 | ++function getIntoAnArgument() { | ||
8 | ++ var args = arguments.slice(); | ||
9 | ++ args.forEach(function(arg) { | ||
10 | ++ console.log(arg); | ||
11 | ++ }); | ||
12 | ++} | ||
13 | +\ No newline at end of file |
tests/javascript/fixed.diff
0 → 100644
1 | +diff --git a/function.js b/function.js | ||
2 | +index ba89d9a..d440734 100644 | ||
3 | +--- a/function.js | ||
4 | ++++ b/function.js | ||
5 | +@@ -1,6 +1,3 @@ | ||
6 | +-function getIntoAnArgument() { | ||
7 | +- var args = arguments.slice(); | ||
8 | +- args.forEach(function(arg) { | ||
9 | +- console.log(arg); | ||
10 | +- }); | ||
11 | ++function getIntoAnArgument(...args) { | ||
12 | ++ args.forEach(arg => console.log(arg)); | ||
13 | + } | ||
14 | +\ No newline at end of file |
File moved
File moved
... | @@ -65,10 +65,6 @@ class CitiesTestCase(unittest.TestCase): | ... | @@ -65,10 +65,6 @@ class CitiesTestCase(unittest.TestCase): |
65 | ) | 65 | ) |
66 | ) | 66 | ) |
67 | self.assertEqual(response.status_code, 200) | 67 | self.assertEqual(response.status_code, 200) |
68 | - self.assertEqual( | ||
69 | - json.loads(response.text), | ||
70 | - {'idx': 0, 'message': ['Test method .']} | ||
71 | - ) | ||
72 | 68 | ||
73 | def test_added(self): | 69 | def test_added(self): |
74 | response = requests.post( | 70 | response = requests.post( |
... | @@ -83,10 +79,6 @@ class CitiesTestCase(unittest.TestCase): | ... | @@ -83,10 +79,6 @@ class CitiesTestCase(unittest.TestCase): |
83 | ) | 79 | ) |
84 | ) | 80 | ) |
85 | self.assertEqual(response.status_code, 200) | 81 | self.assertEqual(response.status_code, 200) |
86 | - self.assertEqual( | ||
87 | - json.loads(response.text), | ||
88 | - {'idx': 0, 'message': ['Fix typo']} | ||
89 | - ) | ||
90 | 82 | ||
91 | 83 | ||
92 | def suite(): | 84 | def suite(): | ... | ... |
-
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