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LysandreJik commited on
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43f35d8
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1 Parent(s): 0c87ae6

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Files changed (16) hide show
  1. app.py +5 -0
  2. index.html +1 -0
  3. index.js +11 -8
  4. python-app/__init__.py +0 -0
  5. python-app/bootstrap_dataset.py +0 -35
  6. python-app/csv_files/accelerate.csv +0 -551
  7. python-app/csv_files/datasets.csv +0 -551
  8. python-app/csv_files/evaluate.csv +0 -186
  9. python-app/csv_files/optimum.csv +0 -323
  10. python-app/csv_files/transformers.csv +0 -735
  11. python-app/graphql.py +0 -130
  12. python-app/query.sql +0 -12
  13. python-app/reactions.py +0 -21
  14. python-app/requirements.txt +0 -2
  15. python-app/update_metrics.py +0 -34
  16. style.css +30 -7
app.py CHANGED
@@ -12,6 +12,11 @@ HF_TOKEN = os.environ['HF_TOKEN']
12
  set_access_token(HF_TOKEN)
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  HfFolder.save_token(HF_TOKEN)
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15
 
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  def running_mean(x, N, total_length=-1):
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  cumsum = np.cumsum(np.insert(x, 0, 0))
 
12
  set_access_token(HF_TOKEN)
13
  HfFolder.save_token(HF_TOKEN)
14
 
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+ datasets_to_load = [
16
+ "open-source-metrics/stars",
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+ "open-source-metrics/issues",
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+
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+ ]
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  def running_mean(x, N, total_length=-1):
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  cumsum = np.cumsum(np.insert(x, 0, 0))
index.html CHANGED
@@ -15,6 +15,7 @@
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  <div id="library-selector"></div>
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  <div id="graph-selector"></div>
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  </div>
 
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  <canvas id="pip-graph"></canvas>
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  <canvas id="star-graph"></canvas>
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  </body>
 
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  <div id="library-selector"></div>
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  <div id="graph-selector"></div>
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  </div>
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+ <div id="selector-submit" class="submit"></div>
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  <canvas id="pip-graph"></canvas>
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  <canvas id="star-graph"></canvas>
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  </body>
index.js CHANGED
@@ -41,9 +41,10 @@ const createButton = (title, libraries, methods) => {
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  const initialize = async () => {
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  const inferResponse = await fetch(`initialize`);
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  const inferJson = await inferResponse.json();
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- const graphsDiv = document.getElementsByClassName('graphs')[0];
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  const librarySelector = document.getElementById('library-selector');
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  const graphSelector = document.getElementById('graph-selector');
 
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  const introSpan = document.createElement("h3")
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  introSpan.textContent = "Select libraries to display"
@@ -60,11 +61,12 @@ const initialize = async () => {
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  checkBox.id = `${element}Checkbox`;
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  const checkBoxLabel = document.createElement('label');
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- checkBoxLabel.textContent = element.charAt(0).toUpperCase() + element.slice(1)
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-
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  checkBoxLabel.appendChild(checkBox)
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- div.appendChild(checkBoxLabel)
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  librarySelector.appendChild(div)
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  }
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@@ -75,11 +77,12 @@ const initialize = async () => {
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  checkBox.id = `${element}CheckboxGraph`;
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  const checkBoxLabel = document.createElement('label');
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- checkBoxLabel.textContent = element.charAt(0).toUpperCase() + element.slice(1)
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-
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  checkBoxLabel.appendChild(checkBox)
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- div.appendChild(checkBoxLabel)
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  graphSelector.appendChild(div)
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  }
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@@ -95,7 +98,7 @@ const initialize = async () => {
95
 
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  return graphs
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  })
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- graphsDiv.appendChild(fetchButton);
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  };
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  const retrievePipInstalls = async (libraryNames) => {
 
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  const initialize = async () => {
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  const inferResponse = await fetch(`initialize`);
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  const inferJson = await inferResponse.json();
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+ // const graphsDiv = document.getElementsByClassName('graphs')[0];
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  const librarySelector = document.getElementById('library-selector');
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  const graphSelector = document.getElementById('graph-selector');
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+ const selectorSubmit = document.getElementById('selector-submit');
48
 
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  const introSpan = document.createElement("h3")
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  introSpan.textContent = "Select libraries to display"
 
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  checkBox.id = `${element}Checkbox`;
62
 
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  const checkBoxLabel = document.createElement('label');
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+ const labelSpan = document.createElement('span')
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+ labelSpan.textContent = element.charAt(0).toUpperCase() + element.slice(1)
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  checkBoxLabel.appendChild(checkBox)
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+ checkBoxLabel.appendChild(labelSpan)
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+ div.appendChild(checkBoxLabel)
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  librarySelector.appendChild(div)
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  }
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  checkBox.id = `${element}CheckboxGraph`;
78
 
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  const checkBoxLabel = document.createElement('label');
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+ const labelSpan = document.createElement('span')
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+ labelSpan.textContent = element.charAt(0).toUpperCase() + element.slice(1)
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  checkBoxLabel.appendChild(checkBox)
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+ checkBoxLabel.appendChild(labelSpan)
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+ div.appendChild(checkBoxLabel)
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  graphSelector.appendChild(div)
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  }
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  return graphs
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  })
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+ selectorSubmit.appendChild(fetchButton);
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  };
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  const retrievePipInstalls = async (libraryNames) => {
python-app/__init__.py DELETED
File without changes
python-app/bootstrap_dataset.py DELETED
@@ -1,35 +0,0 @@
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- # Script to bootstrap a dataset
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- # Bootstraping a dataset requires first running an SQL script in BigQuery and downloading the json.
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- # A dataset will then be created on the Hub with the initial data. This script will go step-by-step over the creation.
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-
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- import os
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- import sys
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- from pathlib import Path
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- from datasets import Dataset
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- from huggingface_hub import dataset_info
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-
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- # Define the library name you'd like to work on.
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- from huggingface_hub.utils import RepositoryNotFoundError
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-
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- library_name = input("Library name: ")
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- current_dir = Path(__file__).parent
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-
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- if f"{library_name}.csv" not in os.listdir(current_dir / 'csv_files'):
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- query = Path(current_dir / 'query.sql').read_text().replace("<PROJECT_NAME>", library_name)
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-
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- print("Open the following link: https://console.cloud.google.com/bigquery?project=huggingface-ml\n")
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- print(f"Run the following query:\n\n{query}\n\n")
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- print("Press paste the results here (Ctrl+D once pasted): ")
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- csv_values = sys.stdin.read()
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-
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- Path(current_dir / f'csv_files/{library_name}.csv').write_text(csv_values)
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-
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- try:
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- dataset_info(f'open-source-metrics/{library_name}-pip-installs')
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- dataset_exists = True
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- except RepositoryNotFoundError:
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- dataset_exists = False
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-
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- dataset = Dataset.from_csv(str(current_dir / f'csv_files/{library_name}.csv'), delimiter='\t')
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- dataset.push_to_hub(f'open-source-metrics/{library_name}-pip-installs', private=True)
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- print("Dataset is pushed to Hub.")
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
python-app/csv_files/accelerate.csv DELETED
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python-app/graphql.py DELETED
@@ -1,130 +0,0 @@
1
- import json
2
-
3
- import requests
4
-
5
- counter = 0
6
-
7
- class Query:
8
- name: str
9
- mutations: ()
10
- schema = ""
11
- url = "https://api.github.com/graphql"
12
- headers = {
13
- "Accept": "application/json",
14
- "Authorization": "Bearer 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",
15
- "Accept-Encoding": "gzip, deflate, br",
16
- "Content-Type": "application/json",
17
- "Connection": "keep-alive",
18
- "DNT": '1',
19
- "Origin": "file://"
20
- }
21
-
22
- def __init__(self, name):
23
- self.name = name
24
- self.schema = f"query {name}" + "{ <NEXT_VAL> }"
25
- self.path = []
26
- self.to_save = []
27
- self.to_iter = []
28
-
29
- def mutation(self, _name, **kwargs):
30
- args = []
31
- for k, v in kwargs.items():
32
- if isinstance(v, str):
33
- args.append(f'{k}: \"{v}\"')
34
- else:
35
- args.append(f'{k}: {v}')
36
-
37
- args = ', '.join(args)
38
-
39
- if len(args):
40
- args = f'({args})'
41
-
42
- self.schema = self.schema.replace('<NEXT_VAL>', f"{_name}{args}" + "{ <NEXT_VAL> }")
43
- self.path += [_name]
44
- return self
45
-
46
- def iter(self, _name):
47
- self.path += [_name]
48
- to_replace = f"{_name} (<ITER {self.path}>)" + "{ totalCount pageInfo { endCursor hasNextPage} <NEXT_VAL> }"
49
- self.schema = self.schema.replace('<NEXT_VAL>', to_replace)
50
- self.to_iter.append([*self.path])
51
- return self
52
-
53
- def save_result(self, _name):
54
- self.schema = self.schema.replace('<NEXT_VAL>', f"{_name} <NEXT_VAL>")
55
- self.to_save.append([*self.path, _name])
56
- return self
57
-
58
- @property
59
- def nodes(self):
60
- self.path.append('nodes')
61
- self.schema = self.schema.replace('<NEXT_VAL>', 'nodes { <NEXT_VAL> }')
62
- return self
63
-
64
- def end_of_page(self, previous, iterable):
65
- if previous is None:
66
- return False
67
-
68
- for selector in iterable:
69
- previous = previous[selector]
70
-
71
- return previous['pageInfo']['hasNextPage']
72
-
73
- def recursive_iterable(self, schema, iterables):
74
- if len(iterables) > 0:
75
- iterable = iterables[0]
76
- iterables = iterables[1:]
77
- else:
78
- return
79
-
80
- output = None
81
- while not self.end_of_page(output, iterable):
82
- if output is None:
83
- index = f'first: 20'
84
- else:
85
- index = f'after: {output}'
86
-
87
- new_schema = schema.replace(f'<ITER {str(iterable)}>', index)
88
-
89
- if 'ITER' not in new_schema:
90
- print('new schema', new_schema)
91
- res = requests.post(self.url, headers=self.headers, json={'query': new_schema})
92
- output = res.json()['data']
93
-
94
- out = self.recursive_iterable(new_schema, iterables)
95
- print('output', out)
96
-
97
- return output
98
-
99
- def call(self):
100
- schema = self.schema.replace('<NEXT_VAL>', '')
101
- self.recursive_iterable(schema, self.to_iter)
102
-
103
- # print(self.schema.replace('<NEXT_VAL>', ''))
104
- # print('will save', self.to_save)
105
- # print('will iterate over', self.to_iter)
106
- # # res = requests.post(self.url, headers=self.headers, json={'query': self.schema.replace('<NEXT_VAL>', '')})
107
- # # output = res.json()['data']
108
- # output = json.loads('{"repository": {"nameWithOwner": "huggingface/transformers", "issues": {"totalCount": 9843, "pageInfo": {"endCursor": "Y3Vyc29yOnYyOpHOFwK_Mw==", "hasNextPage": true}, "nodes": [{"number": 3}, {"number": 5}, {"number": 6}, {"number": 9}, {"number": 10}, {"number": 11}, {"number": 12}, {"number": 13}, {"number": 15}, {"number": 19}, {"number": 20}, {"number": 23}, {"number": 24}, {"number": 25}, {"number": 26}, {"number": 27}, {"number": 28}, {"number": 30}, {"number": 31}, {"number": 33}, {"number": 34}, {"number": 35}, {"number": 36}, {"number": 37}, {"number": 38}, {"number": 39}, {"number": 41}, {"number": 43}, {"number": 44}, {"number": 45}, {"number": 46}, {"number": 47}, {"number": 48}, {"number": 49}, {"number": 50}, {"number": 51}, {"number": 52}, {"number": 53}, {"number": 54}, {"number": 55}, {"number": 56}, {"number": 57}, {"number": 59}, {"number": 61}, {"number": 62}, {"number": 63}, {"number": 64}, {"number": 65}, {"number": 67}, {"number": 68}]}}}')
109
- #
110
- # for iterable in self.to_iter[::-1]:
111
- # for selector in iterable:
112
- # output = output[selector]
113
- #
114
- # page_info = output['pageInfo']
115
- #
116
- # print('pageInfo', page_info)
117
- # # if page_info['hasNextPage']:
118
- #
119
- # return output
120
-
121
-
122
- query = Query('GetRepository')
123
- query.mutation('repository', owner='huggingface', name='transformers')
124
- query.save_result('nameWithOwner')
125
-
126
- query.iter('issues').nodes.save_result('number')
127
- query.mutation('comments', first=100).nodes.mutation('reactions')
128
- query.save_result('totalCount')
129
-
130
- print(query.call())
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
python-app/query.sql DELETED
@@ -1,12 +0,0 @@
1
- #standardSQL
2
- SELECT
3
- COUNT(*) AS num_downloads,
4
- DATE_TRUNC(DATE(timestamp), DAY) AS `day`
5
- FROM `bigquery-public-data.pypi.file_downloads`
6
- WHERE
7
- file.project = '<PROJECT_NAME>'
8
- AND DATE(timestamp)
9
- BETWEEN DATE_TRUNC(DATE_SUB(CURRENT_DATE(), INTERVAL 18 MONTH), MONTH)
10
- AND CURRENT_DATE()
11
- GROUP BY `day`
12
- ORDER BY `day` DESC
 
 
 
 
 
 
 
 
 
 
 
 
 
python-app/reactions.py DELETED
@@ -1,21 +0,0 @@
1
- query = """
2
- query GetRepository {
3
- repository(owner: "huggingface", name: "transformers"){
4
- nameWithOwner
5
- issues (first: 50){
6
- totalCount
7
- nodes {
8
- number
9
- comments (first: 10) {
10
- totalCount
11
- nodes {
12
- reactions (first: 10) {
13
- totalCount
14
- }
15
- }
16
- }
17
- }
18
- }
19
- }
20
- }
21
- """
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
python-app/requirements.txt DELETED
@@ -1,2 +0,0 @@
1
- datasets
2
- pypistats
 
 
 
python-app/update_metrics.py DELETED
@@ -1,34 +0,0 @@
1
- import pypistats
2
- from huggingface_hub import list_datasets
3
- from datasets import load_dataset, concatenate_datasets, Dataset
4
-
5
- def update_pip_installs():
6
- metrics_datasets = [d.id for d in list_datasets(author='open-source-metrics', use_auth_token=True)]
7
- pip_installs_datasets = [d for d in metrics_datasets if 'pip' in d]
8
-
9
- for dataset_name in pip_installs_datasets:
10
- dataset = load_dataset(dataset_name, use_auth_token=True)
11
- library_name = dataset.split('/')[1].split('-')[0]
12
- data = pypistats.overall(library_name, total=True, format="pandas")
13
- data = data.groupby("category").get_group("without_mirrors").sort_values("date")
14
-
15
- data.drop('category', axis=1, inplace=True)
16
- data.drop('percent', axis=1, inplace=True)
17
-
18
- pypistats_dataset = Dataset.from_pandas(data)
19
- pypistats_dataset.rename_column('downloads', 'num_downloads')
20
- pypistats_dataset.rename_column('date', 'day')
21
-
22
- column_names = pypistats_dataset.column_names
23
- column_names.remove('num_downloads')
24
- column_names.remove('day')
25
-
26
- pypistats_dataset.remove_columns(column_names)
27
-
28
- days = pypistats_dataset['day']
29
-
30
-
31
-
32
-
33
-
34
- update_pip_installs()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
style.css CHANGED
@@ -12,28 +12,51 @@ body {
12
  }
13
 
14
  button {
15
- width: 100%;
16
- height: 40px;
17
  margin-top: 20px;
18
  cursor: pointer;
19
- background: none;
20
- border: 2px solid black;
21
- /*color: white;*/
 
 
22
  transition: all 0.2s ease;
23
  }
24
 
25
  button:hover {
26
- border: 2px solid gray;
27
- color: gray;
 
28
  transition: all 0.2s ease;
29
  }
30
 
31
  .graphs {
32
  margin: 20px;
 
 
 
 
 
 
 
 
33
  }
34
 
35
  .graphs > div {
36
  margin: 20px;
 
 
 
 
 
 
 
 
 
 
 
 
37
  }
38
 
39
  .lds-ripple {
 
12
  }
13
 
14
  button {
15
+ height: 90px;
16
+ width: 200px;
17
  margin-top: 20px;
18
  cursor: pointer;
19
+ background-color: rgb(220, 220, 240);
20
+ border: none;
21
+ border-radius: 10px;
22
+ border-bottom: 3px solid rgb(200, 200, 220);
23
+ border-right: 3px solid rgb(200, 200, 220);
24
  transition: all 0.2s ease;
25
  }
26
 
27
  button:hover {
28
+ background-color: rgb(240, 220, 220);
29
+ border-bottom: 3px solid rgb(220, 200, 200);
30
+ border-right: 3px solid rgb(220, 200, 200);
31
  transition: all 0.2s ease;
32
  }
33
 
34
  .graphs {
35
  margin: 20px;
36
+ display: flex;
37
+ flex-direction: row;
38
+ justify-content: center;
39
+ width: 100%;
40
+ }
41
+
42
+ .submit {
43
+ margin-bottom: 50px;
44
  }
45
 
46
  .graphs > div {
47
  margin: 20px;
48
+ width: 300px;
49
+ padding: 30px 40px;
50
+ background-color: rgb(220, 220, 240);
51
+ border-bottom: 3px solid rgb(200, 200, 220);
52
+ border-right: 3px solid rgb(200, 200, 220);
53
+ border-radius: 10px;
54
+ line-height: 30px;
55
+ }
56
+
57
+ .graphs > div > h3 {
58
+ font-weight: 400;
59
+ text-decoration: underline;
60
  }
61
 
62
  .lds-ripple {