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03e200171f
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1bedf67b7e
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from typing import List, Type
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import pg_request as pg
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import models as m
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import echarts_visualization as ev
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def main(target: str,
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target_name: str,
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exog_columns: List[str],
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models: List[Type] = [
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m.VAR_Forecasting, m.ARIMA_Forecasting, m.SARIMA_Forecasting,
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m.RF_Forecasting
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]):
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# pg.run()
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# m.run(forecast_target=target, exog_columns=exog_columns, models=models)
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ev.run(target=target, target_name=target_name, models=models)
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if __name__ == '__main__':
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main('liugan_index', '流感指数',
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['infection_number.1', 'infection_number.2', 'jijin_data', 'shoupan'])
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@ -1,17 +1,127 @@
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// 数据库
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psycopg2==2.9.9
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// 数据处理
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altair==5.3.0
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annotated-types==0.7.0
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asgiref==3.8.1
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asttokens==2.4.1
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attrs==23.2.0
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backcall==0.2.0
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beautifulsoup4==4.12.3
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bleach==6.1.0
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blinker==1.8.2
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cachetools==5.3.3
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certifi==2024.2.2
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cffi==1.16.0
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charset-normalizer==3.3.2
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click==8.1.7
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colorama==0.4.6
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contourpy==1.2.1
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cryptography==42.0.7
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cycler==0.12.1
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DateTime==5.5
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decorator==5.1.1
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defusedxml==0.7.1
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Django==5.0.6
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django-cors-headers==4.3.1
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djangorestframework==3.15.1
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docopt==0.6.2
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executing==2.0.1
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fastjsonschema==2.19.1
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fonttools==4.51.0
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gitdb==4.0.11
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GitPython==3.1.43
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htmlmin==0.1.12
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idna==3.7
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ImageHash==4.3.1
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ipython==8.12.3
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jedi==0.19.1
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Jinja2==3.1.4
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joblib==1.1.1
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jsonschema==4.22.0
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jsonschema-specifications==2023.12.1
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jupyter_client==8.6.2
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jupyter_core==5.7.2
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jupyterlab_pygments==0.3.0
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jwt==1.3.1
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kiwisolver==1.4.5
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lxml==5.2.2
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markdown-it-py==3.0.0
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MarkupSafe==2.1.5
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matplotlib==3.9.0
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matplotlib-inline==0.1.7
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mdurl==0.1.2
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missingno==0.5.2
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mistune==3.0.2
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multimethod==1.11.2
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networkx==3.3
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numpy==1.26.4
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packaging==24.0
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pandas==2.2.2
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// 爬虫
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pandas-profiling==3.2.0
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pandocfilters==1.5.1
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parso==0.8.4
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phik==0.12.4
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pickleshare==0.7.5
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pillow==10.3.0
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platformdirs==4.2.2
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prettytable==3.10.0
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prompt_toolkit==3.0.46
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protobuf==4.25.3
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psycopg2==2.9.9
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pure-eval==0.2.2
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pyarrow==16.1.0
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pycparser==2.22
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pydantic==1.9.0
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pydantic-settings==2.2.1
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pydantic_core==2.18.2
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pydeck==0.9.1
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pyecharts==2.0.5
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Pygments==2.18.0
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PyJWT==2.8.0
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pyparsing==3.1.2
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python-dateutil==2.9.0.post0
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python-dotenv==1.0.1
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pytz==2024.1
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PyWavelets==1.6.0
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pywin32==306
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PyYAML==6.0.1
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pyzmq==26.0.3
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referencing==0.35.1
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requests==2.31.0
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lxml==4.9.3
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// 数据可视化
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rich==13.7.1
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rpds-py==0.18.1
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scipy==1.13.0
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seaborn==0.13.2
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setuptools==70.0.0
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simplejson==3.19.2
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six==1.16.0
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smmap==5.0.1
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soupsieve==2.5
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sqlparse==0.5.0
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st-btn-select==0.1.2
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st-pages==0.4.5
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stack-data==0.6.3
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streamlit==1.34.0
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streamlit-datalist==0.0.5
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streamlit-echarts==0.4.0
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// 模型
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statsmodels==0.14.2
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pmdarima==2.0.4
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streamlit-option-menu==0.3.12
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streamlit-pandas-profiling==0.1.3
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streamlit-scrollable-textbox==0.0.3
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streamlit-space==0.1.5
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streamlit-toggle==0.1.3
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streamlit-vertical-slider==2.5.5
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tangled-up-in-unicode==0.2.0
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tenacity==8.3.0
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tinycss2==1.3.0
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toml==0.10.2
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toolz==0.12.1
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tornado==6.4
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tqdm==4.66.4
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traitlets==5.14.3
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typing_extensions==4.11.0
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tzdata==2024.1
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urllib3==2.2.1
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visions==0.7.4
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watchdog==4.0.0
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wcwidth==0.2.13
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webencodings==0.5.1
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yarg==0.1.9
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zope.interface==6.4.post2
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