Update get_station_data function.
This commit is contained in:
NMC-DAVE
parent
755c8d0587
commit
2663565490
208
.gitignore
vendored
208
.gitignore
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# Byte-compiled / optimized / DLL files
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# Byte-compiled / optimized / DLL files
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__pycache__/
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__pycache__/
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*.py[cod]
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*.py[cod]
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*$py.class
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*$py.class
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# C extensions
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# C extensions
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*.so
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*.so
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# Distribution / packaging
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# Distribution / packaging
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.Python
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.Python
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build/
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build/
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develop-eggs/
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develop-eggs/
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dist/
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dist/
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downloads/
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downloads/
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eggs/
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eggs/
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.eggs/
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.eggs/
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lib/
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lib/
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lib64/
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lib64/
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parts/
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parts/
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sdist/
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sdist/
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var/
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var/
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wheels/
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wheels/
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*.egg-info/
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*.egg-info/
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.installed.cfg
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.installed.cfg
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*.egg
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*.egg
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MANIFEST
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MANIFEST
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# PyInstaller
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# PyInstaller
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# Usually these files are written by a python script from a template
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.manifest
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*.spec
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*.spec
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# Installer logs
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# Installer logs
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pip-log.txt
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pip-log.txt
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pip-delete-this-directory.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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# Unit test / coverage reports
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htmlcov/
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htmlcov/
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.tox/
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.tox/
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.coverage
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.coverage
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.coverage.*
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.coverage.*
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.cache
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.cache
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nosetests.xml
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nosetests.xml
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coverage.xml
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coverage.xml
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*.cover
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*.cover
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.hypothesis/
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.hypothesis/
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.pytest_cache/
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.pytest_cache/
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# Translations
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# Translations
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*.mo
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*.mo
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*.pot
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*.pot
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# Django stuff:
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# Django stuff:
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*.log
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*.log
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local_settings.py
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local_settings.py
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db.sqlite3
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db.sqlite3
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# Flask stuff:
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# Flask stuff:
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instance/
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instance/
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.webassets-cache
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.webassets-cache
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# Scrapy stuff:
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# Scrapy stuff:
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.scrapy
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.scrapy
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# Sphinx documentation
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# Sphinx documentation
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docs/_build/
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docs/_build/
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# PyBuilder
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# PyBuilder
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target/
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target/
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# Jupyter Notebook
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# Jupyter Notebook
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.ipynb_checkpoints
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.ipynb_checkpoints
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# pyenv
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# pyenv
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.python-version
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.python-version
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# celery beat schedule file
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# celery beat schedule file
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celerybeat-schedule
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celerybeat-schedule
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# SageMath parsed files
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# SageMath parsed files
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*.sage.py
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*.sage.py
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# Environments
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# Environments
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.env
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.env
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.venv
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.venv
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env/
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env/
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venv/
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venv/
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ENV/
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ENV/
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env.bak/
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env.bak/
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venv.bak/
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venv.bak/
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# Spyder project settings
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# Spyder project settings
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.spyderproject
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.spyderproject
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.spyproject
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.spyproject
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# Rope project settings
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# Rope project settings
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.ropeproject
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.ropeproject
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# mkdocs documentation
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# mkdocs documentation
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/site
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/site
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# mypy
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# mypy
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.mypy_cache/
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.mypy_cache/
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12
MANIFEST.in
12
MANIFEST.in
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include README.md
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include README.md
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include LICENSE
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include LICENSE
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recursive-exclude * __pycache__
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recursive-exclude * __pycache__
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recursive-exclude * *.pyc
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recursive-exclude * *.pyc
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recursive-exclude * *.pyo
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recursive-exclude * *.pyo
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recursive-exclude * *.orig
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recursive-exclude * *.orig
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84
README.md
84
README.md
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# 气象数据读写及访问程序库
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# 气象数据读写及访问程序库
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提供对MICAPS文件, 卫星云图, 天气雷达等数据的读写, 并访问CIMISS和MICAPS CASSANDRA数据库文件等.
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提供对MICAPS文件, 卫星云图, 天气雷达等数据的读写, 并访问CIMISS和MICAPS CASSANDRA数据库文件等.
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Only Python 3 is supported.
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Only Python 3 is supported.
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## Dependencies
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## Dependencies
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Other required packages:
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Other required packages:
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- numpy
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- numpy
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- scipy
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- scipy
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- xarray
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- xarray
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- pandas
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- pandas
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- pyproj
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- pyproj
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- protobuf
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- protobuf
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- urllib3
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- urllib3
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- python-dateutil
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- python-dateutil
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## Install
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## Install
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Using the fellowing command to install packages:
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Using the fellowing command to install packages:
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```
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```
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pip install git+git://github.com/nmcdev/nmc_met_io.git
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pip install git+git://github.com/nmcdev/nmc_met_io.git
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```
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```
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or download the package and install:
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or download the package and install:
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```
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```
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git clone --recursive https://github.com/nmcdev/nmc_met_io.git
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git clone --recursive https://github.com/nmcdev/nmc_met_io.git
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cd nmc_met_io
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cd nmc_met_io
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python setup.py install
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python setup.py install
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```
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```
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## 设置CIMISS和MICAPS服务器的地址及用户信息
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## 设置CIMISS和MICAPS服务器的地址及用户信息
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在系统用户目录下("C:\Users\用户名"), 新建文本文件config_met_io.ini, 里面内容模板为:
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在系统用户目录下("C:\Users\用户名"), 新建文本文件config_met_io.ini, 里面内容模板为:
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```
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```
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[CIMISS]
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[CIMISS]
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DNS = xx.xx.xx.xx
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DNS = xx.xx.xx.xx
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USER_ID = xxxxxxxxx
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USER_ID = xxxxxxxxx
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PASSWORD = xxxxxxxx
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PASSWORD = xxxxxxxx
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[MICAPS]
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[MICAPS]
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GDS_IP = xx.xx.xx.xx
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GDS_IP = xx.xx.xx.xx
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GDS_PORT = xxxx
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GDS_PORT = xxxx
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```
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```
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这里xxxx用相应的地址, 接口和用户信息代替.
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这里xxxx用相应的地址, 接口和用户信息代替.
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@ -1,359 +1,359 @@
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# Generated by the protocol buffer compiler. DO NOT EDIT!
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# Generated by the protocol buffer compiler. DO NOT EDIT!
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# source: DataBlock.proto
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# source: DataBlock.proto
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import sys
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import sys
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_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
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_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
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from google.protobuf import descriptor as _descriptor
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from google.protobuf import descriptor as _descriptor
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from google.protobuf import message as _message
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from google.protobuf import message as _message
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from google.protobuf import reflection as _reflection
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from google.protobuf import reflection as _reflection
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from google.protobuf import symbol_database as _symbol_database
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from google.protobuf import symbol_database as _symbol_database
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from google.protobuf import descriptor_pb2
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from google.protobuf import descriptor_pb2
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# @@protoc_insertion_point(imports)
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# @@protoc_insertion_point(imports)
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_sym_db = _symbol_database.Default()
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_sym_db = _symbol_database.Default()
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DESCRIPTOR = _descriptor.FileDescriptor(
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DESCRIPTOR = _descriptor.FileDescriptor(
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name='DataBlock.proto',
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name='DataBlock.proto',
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package='',
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package='',
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syntax='proto3',
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syntax='proto3',
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serialized_pb=_b('\n\x0f\x44\x61taBlock.proto\"E\n\x0cStringResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12\x0c\n\x04name\x18\x03 \x01(\t\"M\n\x0f\x42yteArrayResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12\x11\n\tbyteArray\x18\x03 \x01(\x0c\"h\n\x18StringAndByteArrayResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12\x10\n\x08\x64\x61taName\x18\x03 \x01(\t\x12\x11\n\tbyteArray\x18\x04 \x01(\x0c\"[\n\x0e\x46ileInfoResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12\x0e\n\x06isFile\x18\x03 \x01(\x08\x12\x10\n\x08\x66ileSize\x18\x04 \x01(\x03\"\x94\x01\n\tMapResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12,\n\tresultMap\x18\x03 \x03(\x0b\x32\x19.MapResult.ResultMapEntry\x1a\x30\n\x0eResultMapEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\x42)\n\x1c\x63n.gov.cma.cimiss.gds.serverB\tDataBlockb\x06proto3')
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serialized_pb=_b('\n\x0f\x44\x61taBlock.proto\"E\n\x0cStringResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12\x0c\n\x04name\x18\x03 \x01(\t\"M\n\x0f\x42yteArrayResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12\x11\n\tbyteArray\x18\x03 \x01(\x0c\"h\n\x18StringAndByteArrayResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12\x10\n\x08\x64\x61taName\x18\x03 \x01(\t\x12\x11\n\tbyteArray\x18\x04 \x01(\x0c\"[\n\x0e\x46ileInfoResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12\x0e\n\x06isFile\x18\x03 \x01(\x08\x12\x10\n\x08\x66ileSize\x18\x04 \x01(\x03\"\x94\x01\n\tMapResult\x12\x11\n\terrorCode\x18\x01 \x01(\x05\x12\x14\n\x0c\x65rrorMessage\x18\x02 \x01(\t\x12,\n\tresultMap\x18\x03 \x03(\x0b\x32\x19.MapResult.ResultMapEntry\x1a\x30\n\x0eResultMapEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\x42)\n\x1c\x63n.gov.cma.cimiss.gds.serverB\tDataBlockb\x06proto3')
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)
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)
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_sym_db.RegisterFileDescriptor(DESCRIPTOR)
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_sym_db.RegisterFileDescriptor(DESCRIPTOR)
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_STRINGRESULT = _descriptor.Descriptor(
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_STRINGRESULT = _descriptor.Descriptor(
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name='StringResult',
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name='StringResult',
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full_name='StringResult',
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full_name='StringResult',
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filename=None,
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filename=None,
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file=DESCRIPTOR,
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file=DESCRIPTOR,
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containing_type=None,
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containing_type=None,
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fields=[
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fields=[
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_descriptor.FieldDescriptor(
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_descriptor.FieldDescriptor(
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name='errorCode', full_name='StringResult.errorCode', index=0,
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name='errorCode', full_name='StringResult.errorCode', index=0,
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number=1, type=5, cpp_type=1, label=1,
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number=1, type=5, cpp_type=1, label=1,
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has_default_value=False, default_value=0,
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has_default_value=False, default_value=0,
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message_type=None, enum_type=None, containing_type=None,
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message_type=None, enum_type=None, containing_type=None,
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is_extension=False, extension_scope=None,
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is_extension=False, extension_scope=None,
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options=None),
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options=None),
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_descriptor.FieldDescriptor(
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_descriptor.FieldDescriptor(
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name='errorMessage', full_name='StringResult.errorMessage', index=1,
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name='errorMessage', full_name='StringResult.errorMessage', index=1,
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number=2, type=9, cpp_type=9, label=1,
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number=2, type=9, cpp_type=9, label=1,
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has_default_value=False, default_value=_b("").decode('utf-8'),
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has_default_value=False, default_value=_b("").decode('utf-8'),
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message_type=None, enum_type=None, containing_type=None,
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message_type=None, enum_type=None, containing_type=None,
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is_extension=False, extension_scope=None,
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is_extension=False, extension_scope=None,
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options=None),
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options=None),
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_descriptor.FieldDescriptor(
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_descriptor.FieldDescriptor(
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name='name', full_name='StringResult.name', index=2,
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name='name', full_name='StringResult.name', index=2,
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number=3, type=9, cpp_type=9, label=1,
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number=3, type=9, cpp_type=9, label=1,
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has_default_value=False, default_value=_b("").decode('utf-8'),
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has_default_value=False, default_value=_b("").decode('utf-8'),
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message_type=None, enum_type=None, containing_type=None,
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message_type=None, enum_type=None, containing_type=None,
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is_extension=False, extension_scope=None,
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is_extension=False, extension_scope=None,
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options=None),
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options=None),
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],
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],
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extensions=[
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extensions=[
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],
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],
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nested_types=[],
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nested_types=[],
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enum_types=[
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enum_types=[
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],
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],
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options=None,
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options=None,
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is_extendable=False,
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is_extendable=False,
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syntax='proto3',
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syntax='proto3',
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extension_ranges=[],
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extension_ranges=[],
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oneofs=[
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oneofs=[
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],
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],
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serialized_start=19,
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serialized_start=19,
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serialized_end=88,
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serialized_end=88,
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)
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)
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_BYTEARRAYRESULT = _descriptor.Descriptor(
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_BYTEARRAYRESULT = _descriptor.Descriptor(
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name='ByteArrayResult',
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name='ByteArrayResult',
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full_name='ByteArrayResult',
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full_name='ByteArrayResult',
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filename=None,
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filename=None,
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file=DESCRIPTOR,
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file=DESCRIPTOR,
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containing_type=None,
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containing_type=None,
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fields=[
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fields=[
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_descriptor.FieldDescriptor(
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_descriptor.FieldDescriptor(
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name='errorCode', full_name='ByteArrayResult.errorCode', index=0,
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name='errorCode', full_name='ByteArrayResult.errorCode', index=0,
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number=1, type=5, cpp_type=1, label=1,
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number=1, type=5, cpp_type=1, label=1,
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has_default_value=False, default_value=0,
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has_default_value=False, default_value=0,
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message_type=None, enum_type=None, containing_type=None,
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message_type=None, enum_type=None, containing_type=None,
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is_extension=False, extension_scope=None,
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is_extension=False, extension_scope=None,
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options=None),
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options=None),
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_descriptor.FieldDescriptor(
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_descriptor.FieldDescriptor(
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name='errorMessage', full_name='ByteArrayResult.errorMessage', index=1,
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name='errorMessage', full_name='ByteArrayResult.errorMessage', index=1,
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number=2, type=9, cpp_type=9, label=1,
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number=2, type=9, cpp_type=9, label=1,
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has_default_value=False, default_value=_b("").decode('utf-8'),
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has_default_value=False, default_value=_b("").decode('utf-8'),
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message_type=None, enum_type=None, containing_type=None,
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message_type=None, enum_type=None, containing_type=None,
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is_extension=False, extension_scope=None,
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is_extension=False, extension_scope=None,
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options=None),
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options=None),
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_descriptor.FieldDescriptor(
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_descriptor.FieldDescriptor(
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name='byteArray', full_name='ByteArrayResult.byteArray', index=2,
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name='byteArray', full_name='ByteArrayResult.byteArray', index=2,
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number=3, type=12, cpp_type=9, label=1,
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number=3, type=12, cpp_type=9, label=1,
|
||||||
has_default_value=False, default_value=_b(""),
|
has_default_value=False, default_value=_b(""),
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
],
|
],
|
||||||
extensions=[
|
extensions=[
|
||||||
],
|
],
|
||||||
nested_types=[],
|
nested_types=[],
|
||||||
enum_types=[
|
enum_types=[
|
||||||
],
|
],
|
||||||
options=None,
|
options=None,
|
||||||
is_extendable=False,
|
is_extendable=False,
|
||||||
syntax='proto3',
|
syntax='proto3',
|
||||||
extension_ranges=[],
|
extension_ranges=[],
|
||||||
oneofs=[
|
oneofs=[
|
||||||
],
|
],
|
||||||
serialized_start=90,
|
serialized_start=90,
|
||||||
serialized_end=167,
|
serialized_end=167,
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
_STRINGANDBYTEARRAYRESULT = _descriptor.Descriptor(
|
_STRINGANDBYTEARRAYRESULT = _descriptor.Descriptor(
|
||||||
name='StringAndByteArrayResult',
|
name='StringAndByteArrayResult',
|
||||||
full_name='StringAndByteArrayResult',
|
full_name='StringAndByteArrayResult',
|
||||||
filename=None,
|
filename=None,
|
||||||
file=DESCRIPTOR,
|
file=DESCRIPTOR,
|
||||||
containing_type=None,
|
containing_type=None,
|
||||||
fields=[
|
fields=[
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='errorCode', full_name='StringAndByteArrayResult.errorCode', index=0,
|
name='errorCode', full_name='StringAndByteArrayResult.errorCode', index=0,
|
||||||
number=1, type=5, cpp_type=1, label=1,
|
number=1, type=5, cpp_type=1, label=1,
|
||||||
has_default_value=False, default_value=0,
|
has_default_value=False, default_value=0,
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='errorMessage', full_name='StringAndByteArrayResult.errorMessage', index=1,
|
name='errorMessage', full_name='StringAndByteArrayResult.errorMessage', index=1,
|
||||||
number=2, type=9, cpp_type=9, label=1,
|
number=2, type=9, cpp_type=9, label=1,
|
||||||
has_default_value=False, default_value=_b("").decode('utf-8'),
|
has_default_value=False, default_value=_b("").decode('utf-8'),
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='dataName', full_name='StringAndByteArrayResult.dataName', index=2,
|
name='dataName', full_name='StringAndByteArrayResult.dataName', index=2,
|
||||||
number=3, type=9, cpp_type=9, label=1,
|
number=3, type=9, cpp_type=9, label=1,
|
||||||
has_default_value=False, default_value=_b("").decode('utf-8'),
|
has_default_value=False, default_value=_b("").decode('utf-8'),
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='byteArray', full_name='StringAndByteArrayResult.byteArray', index=3,
|
name='byteArray', full_name='StringAndByteArrayResult.byteArray', index=3,
|
||||||
number=4, type=12, cpp_type=9, label=1,
|
number=4, type=12, cpp_type=9, label=1,
|
||||||
has_default_value=False, default_value=_b(""),
|
has_default_value=False, default_value=_b(""),
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
],
|
],
|
||||||
extensions=[
|
extensions=[
|
||||||
],
|
],
|
||||||
nested_types=[],
|
nested_types=[],
|
||||||
enum_types=[
|
enum_types=[
|
||||||
],
|
],
|
||||||
options=None,
|
options=None,
|
||||||
is_extendable=False,
|
is_extendable=False,
|
||||||
syntax='proto3',
|
syntax='proto3',
|
||||||
extension_ranges=[],
|
extension_ranges=[],
|
||||||
oneofs=[
|
oneofs=[
|
||||||
],
|
],
|
||||||
serialized_start=169,
|
serialized_start=169,
|
||||||
serialized_end=273,
|
serialized_end=273,
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
_FILEINFORESULT = _descriptor.Descriptor(
|
_FILEINFORESULT = _descriptor.Descriptor(
|
||||||
name='FileInfoResult',
|
name='FileInfoResult',
|
||||||
full_name='FileInfoResult',
|
full_name='FileInfoResult',
|
||||||
filename=None,
|
filename=None,
|
||||||
file=DESCRIPTOR,
|
file=DESCRIPTOR,
|
||||||
containing_type=None,
|
containing_type=None,
|
||||||
fields=[
|
fields=[
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='errorCode', full_name='FileInfoResult.errorCode', index=0,
|
name='errorCode', full_name='FileInfoResult.errorCode', index=0,
|
||||||
number=1, type=5, cpp_type=1, label=1,
|
number=1, type=5, cpp_type=1, label=1,
|
||||||
has_default_value=False, default_value=0,
|
has_default_value=False, default_value=0,
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='errorMessage', full_name='FileInfoResult.errorMessage', index=1,
|
name='errorMessage', full_name='FileInfoResult.errorMessage', index=1,
|
||||||
number=2, type=9, cpp_type=9, label=1,
|
number=2, type=9, cpp_type=9, label=1,
|
||||||
has_default_value=False, default_value=_b("").decode('utf-8'),
|
has_default_value=False, default_value=_b("").decode('utf-8'),
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='isFile', full_name='FileInfoResult.isFile', index=2,
|
name='isFile', full_name='FileInfoResult.isFile', index=2,
|
||||||
number=3, type=8, cpp_type=7, label=1,
|
number=3, type=8, cpp_type=7, label=1,
|
||||||
has_default_value=False, default_value=False,
|
has_default_value=False, default_value=False,
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='fileSize', full_name='FileInfoResult.fileSize', index=3,
|
name='fileSize', full_name='FileInfoResult.fileSize', index=3,
|
||||||
number=4, type=3, cpp_type=2, label=1,
|
number=4, type=3, cpp_type=2, label=1,
|
||||||
has_default_value=False, default_value=0,
|
has_default_value=False, default_value=0,
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
],
|
],
|
||||||
extensions=[
|
extensions=[
|
||||||
],
|
],
|
||||||
nested_types=[],
|
nested_types=[],
|
||||||
enum_types=[
|
enum_types=[
|
||||||
],
|
],
|
||||||
options=None,
|
options=None,
|
||||||
is_extendable=False,
|
is_extendable=False,
|
||||||
syntax='proto3',
|
syntax='proto3',
|
||||||
extension_ranges=[],
|
extension_ranges=[],
|
||||||
oneofs=[
|
oneofs=[
|
||||||
],
|
],
|
||||||
serialized_start=275,
|
serialized_start=275,
|
||||||
serialized_end=366,
|
serialized_end=366,
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
_MAPRESULT_RESULTMAPENTRY = _descriptor.Descriptor(
|
_MAPRESULT_RESULTMAPENTRY = _descriptor.Descriptor(
|
||||||
name='ResultMapEntry',
|
name='ResultMapEntry',
|
||||||
full_name='MapResult.ResultMapEntry',
|
full_name='MapResult.ResultMapEntry',
|
||||||
filename=None,
|
filename=None,
|
||||||
file=DESCRIPTOR,
|
file=DESCRIPTOR,
|
||||||
containing_type=None,
|
containing_type=None,
|
||||||
fields=[
|
fields=[
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='key', full_name='MapResult.ResultMapEntry.key', index=0,
|
name='key', full_name='MapResult.ResultMapEntry.key', index=0,
|
||||||
number=1, type=9, cpp_type=9, label=1,
|
number=1, type=9, cpp_type=9, label=1,
|
||||||
has_default_value=False, default_value=_b("").decode('utf-8'),
|
has_default_value=False, default_value=_b("").decode('utf-8'),
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='value', full_name='MapResult.ResultMapEntry.value', index=1,
|
name='value', full_name='MapResult.ResultMapEntry.value', index=1,
|
||||||
number=2, type=9, cpp_type=9, label=1,
|
number=2, type=9, cpp_type=9, label=1,
|
||||||
has_default_value=False, default_value=_b("").decode('utf-8'),
|
has_default_value=False, default_value=_b("").decode('utf-8'),
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
],
|
],
|
||||||
extensions=[
|
extensions=[
|
||||||
],
|
],
|
||||||
nested_types=[],
|
nested_types=[],
|
||||||
enum_types=[
|
enum_types=[
|
||||||
],
|
],
|
||||||
options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')),
|
options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')),
|
||||||
is_extendable=False,
|
is_extendable=False,
|
||||||
syntax='proto3',
|
syntax='proto3',
|
||||||
extension_ranges=[],
|
extension_ranges=[],
|
||||||
oneofs=[
|
oneofs=[
|
||||||
],
|
],
|
||||||
serialized_start=469,
|
serialized_start=469,
|
||||||
serialized_end=517,
|
serialized_end=517,
|
||||||
)
|
)
|
||||||
|
|
||||||
_MAPRESULT = _descriptor.Descriptor(
|
_MAPRESULT = _descriptor.Descriptor(
|
||||||
name='MapResult',
|
name='MapResult',
|
||||||
full_name='MapResult',
|
full_name='MapResult',
|
||||||
filename=None,
|
filename=None,
|
||||||
file=DESCRIPTOR,
|
file=DESCRIPTOR,
|
||||||
containing_type=None,
|
containing_type=None,
|
||||||
fields=[
|
fields=[
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='errorCode', full_name='MapResult.errorCode', index=0,
|
name='errorCode', full_name='MapResult.errorCode', index=0,
|
||||||
number=1, type=5, cpp_type=1, label=1,
|
number=1, type=5, cpp_type=1, label=1,
|
||||||
has_default_value=False, default_value=0,
|
has_default_value=False, default_value=0,
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='errorMessage', full_name='MapResult.errorMessage', index=1,
|
name='errorMessage', full_name='MapResult.errorMessage', index=1,
|
||||||
number=2, type=9, cpp_type=9, label=1,
|
number=2, type=9, cpp_type=9, label=1,
|
||||||
has_default_value=False, default_value=_b("").decode('utf-8'),
|
has_default_value=False, default_value=_b("").decode('utf-8'),
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
_descriptor.FieldDescriptor(
|
_descriptor.FieldDescriptor(
|
||||||
name='resultMap', full_name='MapResult.resultMap', index=2,
|
name='resultMap', full_name='MapResult.resultMap', index=2,
|
||||||
number=3, type=11, cpp_type=10, label=3,
|
number=3, type=11, cpp_type=10, label=3,
|
||||||
has_default_value=False, default_value=[],
|
has_default_value=False, default_value=[],
|
||||||
message_type=None, enum_type=None, containing_type=None,
|
message_type=None, enum_type=None, containing_type=None,
|
||||||
is_extension=False, extension_scope=None,
|
is_extension=False, extension_scope=None,
|
||||||
options=None),
|
options=None),
|
||||||
],
|
],
|
||||||
extensions=[
|
extensions=[
|
||||||
],
|
],
|
||||||
nested_types=[_MAPRESULT_RESULTMAPENTRY, ],
|
nested_types=[_MAPRESULT_RESULTMAPENTRY, ],
|
||||||
enum_types=[
|
enum_types=[
|
||||||
],
|
],
|
||||||
options=None,
|
options=None,
|
||||||
is_extendable=False,
|
is_extendable=False,
|
||||||
syntax='proto3',
|
syntax='proto3',
|
||||||
extension_ranges=[],
|
extension_ranges=[],
|
||||||
oneofs=[
|
oneofs=[
|
||||||
],
|
],
|
||||||
serialized_start=369,
|
serialized_start=369,
|
||||||
serialized_end=517,
|
serialized_end=517,
|
||||||
)
|
)
|
||||||
|
|
||||||
_MAPRESULT_RESULTMAPENTRY.containing_type = _MAPRESULT
|
_MAPRESULT_RESULTMAPENTRY.containing_type = _MAPRESULT
|
||||||
_MAPRESULT.fields_by_name['resultMap'].message_type = _MAPRESULT_RESULTMAPENTRY
|
_MAPRESULT.fields_by_name['resultMap'].message_type = _MAPRESULT_RESULTMAPENTRY
|
||||||
DESCRIPTOR.message_types_by_name['StringResult'] = _STRINGRESULT
|
DESCRIPTOR.message_types_by_name['StringResult'] = _STRINGRESULT
|
||||||
DESCRIPTOR.message_types_by_name['ByteArrayResult'] = _BYTEARRAYRESULT
|
DESCRIPTOR.message_types_by_name['ByteArrayResult'] = _BYTEARRAYRESULT
|
||||||
DESCRIPTOR.message_types_by_name['StringAndByteArrayResult'] = _STRINGANDBYTEARRAYRESULT
|
DESCRIPTOR.message_types_by_name['StringAndByteArrayResult'] = _STRINGANDBYTEARRAYRESULT
|
||||||
DESCRIPTOR.message_types_by_name['FileInfoResult'] = _FILEINFORESULT
|
DESCRIPTOR.message_types_by_name['FileInfoResult'] = _FILEINFORESULT
|
||||||
DESCRIPTOR.message_types_by_name['MapResult'] = _MAPRESULT
|
DESCRIPTOR.message_types_by_name['MapResult'] = _MAPRESULT
|
||||||
|
|
||||||
StringResult = _reflection.GeneratedProtocolMessageType('StringResult', (_message.Message,), dict(
|
StringResult = _reflection.GeneratedProtocolMessageType('StringResult', (_message.Message,), dict(
|
||||||
DESCRIPTOR = _STRINGRESULT,
|
DESCRIPTOR = _STRINGRESULT,
|
||||||
__module__ = 'DataBlock_pb2'
|
__module__ = 'DataBlock_pb2'
|
||||||
# @@protoc_insertion_point(class_scope:StringResult)
|
# @@protoc_insertion_point(class_scope:StringResult)
|
||||||
))
|
))
|
||||||
_sym_db.RegisterMessage(StringResult)
|
_sym_db.RegisterMessage(StringResult)
|
||||||
|
|
||||||
ByteArrayResult = _reflection.GeneratedProtocolMessageType('ByteArrayResult', (_message.Message,), dict(
|
ByteArrayResult = _reflection.GeneratedProtocolMessageType('ByteArrayResult', (_message.Message,), dict(
|
||||||
DESCRIPTOR = _BYTEARRAYRESULT,
|
DESCRIPTOR = _BYTEARRAYRESULT,
|
||||||
__module__ = 'DataBlock_pb2'
|
__module__ = 'DataBlock_pb2'
|
||||||
# @@protoc_insertion_point(class_scope:ByteArrayResult)
|
# @@protoc_insertion_point(class_scope:ByteArrayResult)
|
||||||
))
|
))
|
||||||
_sym_db.RegisterMessage(ByteArrayResult)
|
_sym_db.RegisterMessage(ByteArrayResult)
|
||||||
|
|
||||||
StringAndByteArrayResult = _reflection.GeneratedProtocolMessageType('StringAndByteArrayResult', (_message.Message,), dict(
|
StringAndByteArrayResult = _reflection.GeneratedProtocolMessageType('StringAndByteArrayResult', (_message.Message,), dict(
|
||||||
DESCRIPTOR = _STRINGANDBYTEARRAYRESULT,
|
DESCRIPTOR = _STRINGANDBYTEARRAYRESULT,
|
||||||
__module__ = 'DataBlock_pb2'
|
__module__ = 'DataBlock_pb2'
|
||||||
# @@protoc_insertion_point(class_scope:StringAndByteArrayResult)
|
# @@protoc_insertion_point(class_scope:StringAndByteArrayResult)
|
||||||
))
|
))
|
||||||
_sym_db.RegisterMessage(StringAndByteArrayResult)
|
_sym_db.RegisterMessage(StringAndByteArrayResult)
|
||||||
|
|
||||||
FileInfoResult = _reflection.GeneratedProtocolMessageType('FileInfoResult', (_message.Message,), dict(
|
FileInfoResult = _reflection.GeneratedProtocolMessageType('FileInfoResult', (_message.Message,), dict(
|
||||||
DESCRIPTOR = _FILEINFORESULT,
|
DESCRIPTOR = _FILEINFORESULT,
|
||||||
__module__ = 'DataBlock_pb2'
|
__module__ = 'DataBlock_pb2'
|
||||||
# @@protoc_insertion_point(class_scope:FileInfoResult)
|
# @@protoc_insertion_point(class_scope:FileInfoResult)
|
||||||
))
|
))
|
||||||
_sym_db.RegisterMessage(FileInfoResult)
|
_sym_db.RegisterMessage(FileInfoResult)
|
||||||
|
|
||||||
MapResult = _reflection.GeneratedProtocolMessageType('MapResult', (_message.Message,), dict(
|
MapResult = _reflection.GeneratedProtocolMessageType('MapResult', (_message.Message,), dict(
|
||||||
|
|
||||||
ResultMapEntry = _reflection.GeneratedProtocolMessageType('ResultMapEntry', (_message.Message,), dict(
|
ResultMapEntry = _reflection.GeneratedProtocolMessageType('ResultMapEntry', (_message.Message,), dict(
|
||||||
DESCRIPTOR = _MAPRESULT_RESULTMAPENTRY,
|
DESCRIPTOR = _MAPRESULT_RESULTMAPENTRY,
|
||||||
__module__ = 'DataBlock_pb2'
|
__module__ = 'DataBlock_pb2'
|
||||||
# @@protoc_insertion_point(class_scope:MapResult.ResultMapEntry)
|
# @@protoc_insertion_point(class_scope:MapResult.ResultMapEntry)
|
||||||
))
|
))
|
||||||
,
|
,
|
||||||
DESCRIPTOR = _MAPRESULT,
|
DESCRIPTOR = _MAPRESULT,
|
||||||
__module__ = 'DataBlock_pb2'
|
__module__ = 'DataBlock_pb2'
|
||||||
# @@protoc_insertion_point(class_scope:MapResult)
|
# @@protoc_insertion_point(class_scope:MapResult)
|
||||||
))
|
))
|
||||||
_sym_db.RegisterMessage(MapResult)
|
_sym_db.RegisterMessage(MapResult)
|
||||||
_sym_db.RegisterMessage(MapResult.ResultMapEntry)
|
_sym_db.RegisterMessage(MapResult.ResultMapEntry)
|
||||||
|
|
||||||
|
|
||||||
DESCRIPTOR.has_options = True
|
DESCRIPTOR.has_options = True
|
||||||
DESCRIPTOR._options = _descriptor._ParseOptions(descriptor_pb2.FileOptions(), _b('\n\034cn.gov.cma.cimiss.gds.serverB\tDataBlock'))
|
DESCRIPTOR._options = _descriptor._ParseOptions(descriptor_pb2.FileOptions(), _b('\n\034cn.gov.cma.cimiss.gds.serverB\tDataBlock'))
|
||||||
_MAPRESULT_RESULTMAPENTRY.has_options = True
|
_MAPRESULT_RESULTMAPENTRY.has_options = True
|
||||||
_MAPRESULT_RESULTMAPENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
|
_MAPRESULT_RESULTMAPENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
|
||||||
# @@protoc_insertion_point(module_scope)
|
# @@protoc_insertion_point(module_scope)
|
||||||
|
|||||||
@ -1,7 +1,7 @@
|
|||||||
"""
|
"""
|
||||||
dk_Met_IO is a package to read or retrieve meteorological data
|
dk_Met_IO is a package to read or retrieve meteorological data
|
||||||
from various data sources.
|
from various data sources.
|
||||||
"""
|
"""
|
||||||
|
|
||||||
__author__ = "The R & D Center for Weather Forecasting Technology in NMC, CMA"
|
__author__ = "The R & D Center for Weather Forecasting Technology in NMC, CMA"
|
||||||
__version__ = '0.1.0'
|
__version__ = '0.1.0'
|
||||||
|
|||||||
@ -1,31 +1,31 @@
|
|||||||
# _*_ coding: utf-8 _*_
|
# _*_ coding: utf-8 _*_
|
||||||
|
|
||||||
# Copyright (c) 2019 NMC Developers.
|
# Copyright (c) 2019 NMC Developers.
|
||||||
# Distributed under the terms of the GPL V3 License.
|
# Distributed under the terms of the GPL V3 License.
|
||||||
|
|
||||||
"""
|
"""
|
||||||
Read configure file.
|
Read configure file.
|
||||||
"""
|
"""
|
||||||
|
|
||||||
import os
|
import os
|
||||||
import configparser
|
import configparser
|
||||||
|
|
||||||
|
|
||||||
def ConfigFetchError(Exception):
|
def ConfigFetchError(Exception):
|
||||||
pass
|
pass
|
||||||
|
|
||||||
|
|
||||||
def _get_config_from_rcfile():
|
def _get_config_from_rcfile():
|
||||||
"""
|
"""
|
||||||
Get configure information from config_dk_met_io.ini file.
|
Get configure information from config_dk_met_io.ini file.
|
||||||
"""
|
"""
|
||||||
rc = os.path.normpath(os.path.expanduser("~/config_met_io.ini"))
|
rc = os.path.normpath(os.path.expanduser("~/config_met_io.ini"))
|
||||||
try:
|
try:
|
||||||
config = configparser.ConfigParser()
|
config = configparser.ConfigParser()
|
||||||
config.read(rc)
|
config.read(rc)
|
||||||
except IOError as e:
|
except IOError as e:
|
||||||
raise ConfigFetchError(str(e))
|
raise ConfigFetchError(str(e))
|
||||||
except Exception as e:
|
except Exception as e:
|
||||||
raise ConfigFetchError(str(e))
|
raise ConfigFetchError(str(e))
|
||||||
|
|
||||||
return config
|
return config
|
||||||
|
|||||||
@ -1,66 +1,66 @@
|
|||||||
# _*_ coding: utf-8 _*_
|
# _*_ coding: utf-8 _*_
|
||||||
|
|
||||||
# Copyright (c) 2019 NMC Developers.
|
# Copyright (c) 2019 NMC Developers.
|
||||||
# Distributed under the terms of the GPL V3 License.
|
# Distributed under the terms of the GPL V3 License.
|
||||||
|
|
||||||
"""
|
"""
|
||||||
Read grads data file.
|
Read grads data file.
|
||||||
"""
|
"""
|
||||||
|
|
||||||
import os
|
import os
|
||||||
import re
|
import re
|
||||||
from datetime import datetime
|
from datetime import datetime
|
||||||
import numpy as np
|
import numpy as np
|
||||||
|
|
||||||
|
|
||||||
def read_cmp_pre_hour_grid(files, start_lon=70.05, start_lat=15.05):
|
def read_cmp_pre_hour_grid(files, start_lon=70.05, start_lat=15.05):
|
||||||
"""
|
"""
|
||||||
Read SURF_CLI_CHN_MERGE_CMP_PRE_HOUR_GRID_0.1 data file
|
Read SURF_CLI_CHN_MERGE_CMP_PRE_HOUR_GRID_0.1 data file
|
||||||
|
|
||||||
:param files: a single or multiple data filenames.
|
:param files: a single or multiple data filenames.
|
||||||
:param start_lon: region lower left corner longitude.
|
:param start_lon: region lower left corner longitude.
|
||||||
:param start_lat: region lower left corner latitude.
|
:param start_lat: region lower left corner latitude.
|
||||||
:return: data and time
|
:return: data and time
|
||||||
|
|
||||||
:Examples:
|
:Examples:
|
||||||
>>> files = ("F:/201607/SURF_CLI_CHN_MERGE_CMP_"
|
>>> files = ("F:/201607/SURF_CLI_CHN_MERGE_CMP_"
|
||||||
"PRE_HOUR_GRID_0.10-2016070100.grd")
|
"PRE_HOUR_GRID_0.10-2016070100.grd")
|
||||||
>>> data, time, lon, lat = read_cmp_pre_hour_grid(files)
|
>>> data, time, lon, lat = read_cmp_pre_hour_grid(files)
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# sort and count data files
|
# sort and count data files
|
||||||
if isinstance(files, str):
|
if isinstance(files, str):
|
||||||
files = np.array([files])
|
files = np.array([files])
|
||||||
else:
|
else:
|
||||||
files = np.array(files)
|
files = np.array(files)
|
||||||
|
|
||||||
# define coordinates
|
# define coordinates
|
||||||
lon = np.arange(700) * 0.1 + start_lon
|
lon = np.arange(700) * 0.1 + start_lon
|
||||||
lat = np.arange(440) * 0.1 + start_lat
|
lat = np.arange(440) * 0.1 + start_lat
|
||||||
|
|
||||||
# define variables
|
# define variables
|
||||||
data = np.full((len(files), lat.size, lon.size), np.nan)
|
data = np.full((len(files), lat.size, lon.size), np.nan)
|
||||||
time = []
|
time = []
|
||||||
|
|
||||||
# loop every data file
|
# loop every data file
|
||||||
for i, f in enumerate(files):
|
for i, f in enumerate(files):
|
||||||
# check file exist
|
# check file exist
|
||||||
if not os.path.isfile(f):
|
if not os.path.isfile(f):
|
||||||
return None, None, None, None
|
return None, None, None, None
|
||||||
|
|
||||||
# extract time information
|
# extract time information
|
||||||
ttime = re.search('\d{10}', os.path.basename(f))
|
ttime = re.search('\d{10}', os.path.basename(f))
|
||||||
time.append(datetime.strptime(ttime.group(0), "%Y%m%d%H"))
|
time.append(datetime.strptime(ttime.group(0), "%Y%m%d%H"))
|
||||||
|
|
||||||
# read data
|
# read data
|
||||||
try:
|
try:
|
||||||
tdata = np.fromfile(
|
tdata = np.fromfile(
|
||||||
f, dtype=np.dtype('float32')).reshape(2, len(lat), len(lon))
|
f, dtype=np.dtype('float32')).reshape(2, len(lat), len(lon))
|
||||||
tdata[tdata == -999.0] = np.nan # missing value
|
tdata[tdata == -999.0] = np.nan # missing value
|
||||||
data[i, :, :] = tdata[0, :, :]
|
data[i, :, :] = tdata[0, :, :]
|
||||||
except IOError:
|
except IOError:
|
||||||
print("Can not read data from "+f)
|
print("Can not read data from "+f)
|
||||||
continue
|
continue
|
||||||
|
|
||||||
# return value
|
# return value
|
||||||
return data, time, lon, lat
|
return data, time, lon, lat
|
||||||
|
|||||||
File diff suppressed because it is too large
Load Diff
@ -1,114 +1,114 @@
|
|||||||
# -*- coding: utf-8 -*-
|
# -*- coding: utf-8 -*-
|
||||||
|
|
||||||
# Copyright (c) 2019 NMC Developers.
|
# Copyright (c) 2019 NMC Developers.
|
||||||
# Distributed under the terms of the GPL V3 License.
|
# Distributed under the terms of the GPL V3 License.
|
||||||
|
|
||||||
"""
|
"""
|
||||||
Read CMA radar format file.
|
Read CMA radar format file.
|
||||||
"""
|
"""
|
||||||
|
|
||||||
from array import array
|
from array import array
|
||||||
import numpy as np
|
import numpy as np
|
||||||
|
|
||||||
|
|
||||||
def read_cma_sa_radar(fname):
|
def read_cma_sa_radar(fname):
|
||||||
"""
|
"""
|
||||||
Read CMA SA radar format file.
|
Read CMA SA radar format file.
|
||||||
refer to
|
refer to
|
||||||
https://github.com/smft/CMA_SA_RADAR_READER/blob/master/read_RADAR.py
|
https://github.com/smft/CMA_SA_RADAR_READER/blob/master/read_RADAR.py
|
||||||
https://github.com/smft/CMA_SA_RADAR_READER/blob/master/barb_plot.py
|
https://github.com/smft/CMA_SA_RADAR_READER/blob/master/barb_plot.py
|
||||||
for plot map.
|
for plot map.
|
||||||
|
|
||||||
:param fname: file path name.
|
:param fname: file path name.
|
||||||
:return: data dictionary.
|
:return: data dictionary.
|
||||||
|
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# read data
|
# read data
|
||||||
flag = open(fname, "r")
|
flag = open(fname, "r")
|
||||||
data = np.asarray(array("B", flag.read()))
|
data = np.asarray(array("B", flag.read()))
|
||||||
data = data.reshape([len(data)/2432, 2432])
|
data = data.reshape([len(data)/2432, 2432])
|
||||||
|
|
||||||
# find elevation angle
|
# find elevation angle
|
||||||
if data[0, 72] == 11:
|
if data[0, 72] == 11:
|
||||||
phi = [0.50, 0.50, 1.45, 1.45, 2.40, 3.35, 4.30,
|
phi = [0.50, 0.50, 1.45, 1.45, 2.40, 3.35, 4.30,
|
||||||
5.25, 6.2, 7.5, 8.7, 10, 12, 14, 16.7, 19.5]
|
5.25, 6.2, 7.5, 8.7, 10, 12, 14, 16.7, 19.5]
|
||||||
if data[0, 72] == 21:
|
if data[0, 72] == 21:
|
||||||
phi = [0.50, 0.50, 1.45, 1.45, 2.40, 3.35, 4.30,
|
phi = [0.50, 0.50, 1.45, 1.45, 2.40, 3.35, 4.30,
|
||||||
6.00, 9.00, 14.6, 19.5]
|
6.00, 9.00, 14.6, 19.5]
|
||||||
if data[0, 72] == 31:
|
if data[0, 72] == 31:
|
||||||
phi = [0.50, 0.50, 1.50, 1.50, 2.50, 2.50, 3.50, 4.50]
|
phi = [0.50, 0.50, 1.50, 1.50, 2.50, 2.50, 3.50, 4.50]
|
||||||
if data[0, 72] == 32:
|
if data[0, 72] == 32:
|
||||||
phi = [0.50, 0.50, 2.50, 3.50, 4.50]
|
phi = [0.50, 0.50, 2.50, 3.50, 4.50]
|
||||||
|
|
||||||
# define data
|
# define data
|
||||||
g1 = np.zeros([len(data), 460])
|
g1 = np.zeros([len(data), 460])
|
||||||
h1 = np.zeros([len(data), 460])
|
h1 = np.zeros([len(data), 460])
|
||||||
i1 = np.zeros([len(data), 460])
|
i1 = np.zeros([len(data), 460])
|
||||||
j1 = np.zeros([len(data), 460])
|
j1 = np.zeros([len(data), 460])
|
||||||
|
|
||||||
# process data
|
# process data
|
||||||
count = 0
|
count = 0
|
||||||
while count < len(data):
|
while count < len(data):
|
||||||
print("径向数据编号 : ", count)
|
print("径向数据编号 : ", count)
|
||||||
b1 = data[count, 44] + 256 * data[count, 45] # 仰角序数
|
b1 = data[count, 44] + 256 * data[count, 45] # 仰角序数
|
||||||
c1 = ((data[count, 36] + 256 * data[count, 37]) /
|
c1 = ((data[count, 36] + 256 * data[count, 37]) /
|
||||||
8 * 180 / 4096) # 方位角
|
8 * 180 / 4096) # 方位角
|
||||||
d1 = data[count, 54] + 256 * data[count, 55] # 径向库
|
d1 = data[count, 54] + 256 * data[count, 55] # 径向库
|
||||||
print("仰角序数,方位角,径向库 : ", b1, c1, d1)
|
print("仰角序数,方位角,径向库 : ", b1, c1, d1)
|
||||||
if d1 == 0:
|
if d1 == 0:
|
||||||
count += 1
|
count += 1
|
||||||
continue
|
continue
|
||||||
else:
|
else:
|
||||||
count += 1
|
count += 1
|
||||||
i = 0
|
i = 0
|
||||||
while i < 460:
|
while i < 460:
|
||||||
g1[count - 1, i] = phi[b1 - 1] # 仰角
|
g1[count - 1, i] = phi[b1 - 1] # 仰角
|
||||||
h1[count - 1, i] = c1 # 方位角
|
h1[count - 1, i] = c1 # 方位角
|
||||||
i1[count - 1, i] = 0.5 + i - 1 # 径向
|
i1[count - 1, i] = 0.5 + i - 1 # 径向
|
||||||
if i > d1: # 反射率
|
if i > d1: # 反射率
|
||||||
j1[count - 1, i] = 0
|
j1[count - 1, i] = 0
|
||||||
else:
|
else:
|
||||||
if data[count - 1, 128 + i] == 0: # 无数据
|
if data[count - 1, 128 + i] == 0: # 无数据
|
||||||
j1[count - 1, i] = 0
|
j1[count - 1, i] = 0
|
||||||
else:
|
else:
|
||||||
if data[count - 1, 128 + i] == 1: # 距离模糊
|
if data[count - 1, 128 + i] == 1: # 距离模糊
|
||||||
j1[count - 1, i] = 0
|
j1[count - 1, i] = 0
|
||||||
else: # 数据正常
|
else: # 数据正常
|
||||||
j1[count - 1, i] = ((data[count - 1, 128 + i] - 2) /
|
j1[count - 1, i] = ((data[count - 1, 128 + i] - 2) /
|
||||||
2 - 32)
|
2 - 32)
|
||||||
i += 1
|
i += 1
|
||||||
|
|
||||||
# calculate angle index
|
# calculate angle index
|
||||||
n = 3
|
n = 3
|
||||||
a2 = 0 # 仰角序数
|
a2 = 0 # 仰角序数
|
||||||
while a2 < len(data):
|
while a2 < len(data):
|
||||||
if data[a2, 44] > (n - 1):
|
if data[a2, 44] > (n - 1):
|
||||||
break
|
break
|
||||||
a2 += 1
|
a2 += 1
|
||||||
a3 = a2
|
a3 = a2
|
||||||
while a3 < len(data):
|
while a3 < len(data):
|
||||||
if data[a3, 44] > n:
|
if data[a3, 44] > n:
|
||||||
break
|
break
|
||||||
a3 += 1
|
a3 += 1
|
||||||
|
|
||||||
# put data
|
# put data
|
||||||
yj = g1[a2:a3, :] # 仰角
|
yj = g1[a2:a3, :] # 仰角
|
||||||
fwj = h1[a2:a3, :] # 方位角
|
fwj = h1[a2:a3, :] # 方位角
|
||||||
jx = i1[a2:a3, :] # 径向
|
jx = i1[a2:a3, :] # 径向
|
||||||
fsl = j1[a2:a3, :] # 反射率
|
fsl = j1[a2:a3, :] # 反射率
|
||||||
|
|
||||||
# return data
|
# return data
|
||||||
return yj, fwj, jx, fsl
|
return yj, fwj, jx, fsl
|
||||||
|
|
||||||
|
|
||||||
def sph2cart(elevation, azimuth, r):
|
def sph2cart(elevation, azimuth, r):
|
||||||
"""
|
"""
|
||||||
Convert spherical coordinates to cartesian.
|
Convert spherical coordinates to cartesian.
|
||||||
"""
|
"""
|
||||||
|
|
||||||
ele, a = np.deg2rad([elevation, azimuth])
|
ele, a = np.deg2rad([elevation, azimuth])
|
||||||
x = r * np.cos(ele) * np.cos(a)
|
x = r * np.cos(ele) * np.cos(a)
|
||||||
y = r * np.cos(ele) * np.sin(a)
|
y = r * np.cos(ele) * np.sin(a)
|
||||||
z = r * np.sin(ele)
|
z = r * np.sin(ele)
|
||||||
return x, y, z
|
return x, y, z
|
||||||
|
|||||||
@ -1,179 +1,179 @@
|
|||||||
# -*- coding: utf-8 -*-
|
# -*- coding: utf-8 -*-
|
||||||
|
|
||||||
# Copyright (c) 2019 NMC Developers.
|
# Copyright (c) 2019 NMC Developers.
|
||||||
# Distributed under the terms of the GPL V3 License.
|
# Distributed under the terms of the GPL V3 License.
|
||||||
|
|
||||||
"""
|
"""
|
||||||
Read FY satellite awx format file.
|
Read FY satellite awx format file.
|
||||||
"""
|
"""
|
||||||
|
|
||||||
import numpy as np
|
import numpy as np
|
||||||
|
|
||||||
|
|
||||||
def read_awx_cloud(fname):
|
def read_awx_cloud(fname):
|
||||||
"""
|
"""
|
||||||
Read satellite awx format file.
|
Read satellite awx format file.
|
||||||
|
|
||||||
:param fname: file pathname.
|
:param fname: file pathname.
|
||||||
:return: data list
|
:return: data list
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# read part of binary
|
# read part of binary
|
||||||
# refer to
|
# refer to
|
||||||
# https://stackoverflow.com/questions/14245094/how-to-read-part-of-binary-file-with-numpy
|
# https://stackoverflow.com/questions/14245094/how-to-read-part-of-binary-file-with-numpy
|
||||||
|
|
||||||
pass
|
pass
|
||||||
|
|
||||||
|
|
||||||
def read_himawari(fname, resolution):
|
def read_himawari(fname, resolution):
|
||||||
"""
|
"""
|
||||||
Read the japan himawari satellite standard data file.
|
Read the japan himawari satellite standard data file.
|
||||||
refere to
|
refere to
|
||||||
https://github.com/smft/Read_Himawari_binary_data/blob/master/read_Himawari.py
|
https://github.com/smft/Read_Himawari_binary_data/blob/master/read_Himawari.py
|
||||||
|
|
||||||
:param fname: data file pathname.
|
:param fname: data file pathname.
|
||||||
:param resolution: data resolution.
|
:param resolution: data resolution.
|
||||||
|
|
||||||
:return: data list.
|
:return: data list.
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# define resolution
|
# define resolution
|
||||||
if resolution == 1:
|
if resolution == 1:
|
||||||
res = 12100000
|
res = 12100000
|
||||||
nlin = 1100
|
nlin = 1100
|
||||||
ncol = 11000
|
ncol = 11000
|
||||||
elif resolution == 2:
|
elif resolution == 2:
|
||||||
res = 3025000
|
res = 3025000
|
||||||
nlin = 550
|
nlin = 550
|
||||||
ncol = 5500
|
ncol = 5500
|
||||||
else:
|
else:
|
||||||
res = 48400000
|
res = 48400000
|
||||||
nlin = 2200
|
nlin = 2200
|
||||||
ncol = 22000
|
ncol = 22000
|
||||||
|
|
||||||
# define binary file format
|
# define binary file format
|
||||||
formation = [('bn', 'i1', 1),
|
formation = [('bn', 'i1', 1),
|
||||||
('bl', 'i2', 1),
|
('bl', 'i2', 1),
|
||||||
('thb', 'i2', 1),
|
('thb', 'i2', 1),
|
||||||
('bo', 'i1', 1),
|
('bo', 'i1', 1),
|
||||||
('sn', 'S1', 16),
|
('sn', 'S1', 16),
|
||||||
('pcn', 'S1', 16),
|
('pcn', 'S1', 16),
|
||||||
('oa', 'S1', 4),
|
('oa', 'S1', 4),
|
||||||
('obf', 'S1', 2),
|
('obf', 'S1', 2),
|
||||||
('ot', 'i2', 1),
|
('ot', 'i2', 1),
|
||||||
('ost', 'float64', 1),
|
('ost', 'float64', 1),
|
||||||
('oet', 'float64', 1),
|
('oet', 'float64', 1),
|
||||||
('fct', 'float64', 1),
|
('fct', 'float64', 1),
|
||||||
('thl', 'i4', 1),
|
('thl', 'i4', 1),
|
||||||
('tdl', 'i4', 1),
|
('tdl', 'i4', 1),
|
||||||
('qf1', 'i1', 1),
|
('qf1', 'i1', 1),
|
||||||
('qf2', 'i1', 1),
|
('qf2', 'i1', 1),
|
||||||
('qf3', 'i1', 1),
|
('qf3', 'i1', 1),
|
||||||
('qf4', 'i1', 1),
|
('qf4', 'i1', 1),
|
||||||
('ffv', 'S1', 32),
|
('ffv', 'S1', 32),
|
||||||
('fn', 'S1', 128),
|
('fn', 'S1', 128),
|
||||||
('null1', 'S1', 40),
|
('null1', 'S1', 40),
|
||||||
('bn2', 'i1', 1),
|
('bn2', 'i1', 1),
|
||||||
('bl2', 'i2', 1),
|
('bl2', 'i2', 1),
|
||||||
('nbpp', 'i2', 1),
|
('nbpp', 'i2', 1),
|
||||||
('noc', 'i2', 1),
|
('noc', 'i2', 1),
|
||||||
('nol', 'i2', 1),
|
('nol', 'i2', 1),
|
||||||
('cffdb', 'i1', 1),
|
('cffdb', 'i1', 1),
|
||||||
('null2', 'S1', 40),
|
('null2', 'S1', 40),
|
||||||
('bn3', 'i1', 1),
|
('bn3', 'i1', 1),
|
||||||
('bl3', 'i2', 1),
|
('bl3', 'i2', 1),
|
||||||
('sl', 'float64', 1),
|
('sl', 'float64', 1),
|
||||||
('CFAC', 'i4', 1),
|
('CFAC', 'i4', 1),
|
||||||
('LFAC', 'i4', 1),
|
('LFAC', 'i4', 1),
|
||||||
('COFF', 'float32', 1),
|
('COFF', 'float32', 1),
|
||||||
('LOFF', 'float32', 1),
|
('LOFF', 'float32', 1),
|
||||||
('dfectvs', 'float64', 1),
|
('dfectvs', 'float64', 1),
|
||||||
('eer', 'float64', 1),
|
('eer', 'float64', 1),
|
||||||
('epr', 'float64', 1),
|
('epr', 'float64', 1),
|
||||||
('var1', 'float64', 1),
|
('var1', 'float64', 1),
|
||||||
('var2', 'float64', 1),
|
('var2', 'float64', 1),
|
||||||
('var3', 'float64', 1),
|
('var3', 'float64', 1),
|
||||||
('cfsd', 'float64', 1),
|
('cfsd', 'float64', 1),
|
||||||
('rt', 'i2', 1),
|
('rt', 'i2', 1),
|
||||||
('rs', 'i2', 1),
|
('rs', 'i2', 1),
|
||||||
('null3', 'S1', 40),
|
('null3', 'S1', 40),
|
||||||
('bn4', 'i1', 1),
|
('bn4', 'i1', 1),
|
||||||
('bl4', 'i2', 1),
|
('bl4', 'i2', 1),
|
||||||
('ni', 'float64', 1),
|
('ni', 'float64', 1),
|
||||||
('ssplon', 'float64', 1),
|
('ssplon', 'float64', 1),
|
||||||
('ssplat', 'float64', 1),
|
('ssplat', 'float64', 1),
|
||||||
('dfects4', 'float64', 1),
|
('dfects4', 'float64', 1),
|
||||||
('nlat', 'float64', 1),
|
('nlat', 'float64', 1),
|
||||||
('nlon', 'float64', 1),
|
('nlon', 'float64', 1),
|
||||||
('sp', 'float64', 3),
|
('sp', 'float64', 3),
|
||||||
('mp', 'float64', 3),
|
('mp', 'float64', 3),
|
||||||
('null4', 'S1', 40),
|
('null4', 'S1', 40),
|
||||||
('bn5', 'i1', 1),
|
('bn5', 'i1', 1),
|
||||||
('bl5', 'i2', 1),
|
('bl5', 'i2', 1),
|
||||||
('bdn', 'i2', 1),
|
('bdn', 'i2', 1),
|
||||||
('cwl', 'float64', 1),
|
('cwl', 'float64', 1),
|
||||||
('vnobpp', 'i2', 1),
|
('vnobpp', 'i2', 1),
|
||||||
('cvoep', 'uint16', 1),
|
('cvoep', 'uint16', 1),
|
||||||
('cvoposa', 'uint16', 1),
|
('cvoposa', 'uint16', 1),
|
||||||
('gfcce', 'float64', 1),
|
('gfcce', 'float64', 1),
|
||||||
('cfcce', 'float64', 1),
|
('cfcce', 'float64', 1),
|
||||||
('c0', 'float64', 1),
|
('c0', 'float64', 1),
|
||||||
('c1', 'float64', 1),
|
('c1', 'float64', 1),
|
||||||
('c2', 'float64', 1),
|
('c2', 'float64', 1),
|
||||||
('C0', 'float64', 1),
|
('C0', 'float64', 1),
|
||||||
('C1', 'float64', 1),
|
('C1', 'float64', 1),
|
||||||
('C2', 'float64', 1),
|
('C2', 'float64', 1),
|
||||||
('sol', 'float64', 1),
|
('sol', 'float64', 1),
|
||||||
('pc', 'float64', 1),
|
('pc', 'float64', 1),
|
||||||
('bc', 'float64', 1),
|
('bc', 'float64', 1),
|
||||||
('null5', 'S1', 40),
|
('null5', 'S1', 40),
|
||||||
('b06n01', 'i1', 1),
|
('b06n01', 'i1', 1),
|
||||||
('b06n02', 'i2', 1),
|
('b06n02', 'i2', 1),
|
||||||
('b06n03', 'float64', 1),
|
('b06n03', 'float64', 1),
|
||||||
('b06n04', 'float64', 1),
|
('b06n04', 'float64', 1),
|
||||||
('b06n05', 'float64', 1),
|
('b06n05', 'float64', 1),
|
||||||
('b06n06', 'float64', 1),
|
('b06n06', 'float64', 1),
|
||||||
('b06n07', 'float64', 1),
|
('b06n07', 'float64', 1),
|
||||||
('b06n08', 'float64', 1),
|
('b06n08', 'float64', 1),
|
||||||
('b06n09', 'float64', 1),
|
('b06n09', 'float64', 1),
|
||||||
('b06n10', 'float64', 1),
|
('b06n10', 'float64', 1),
|
||||||
('b06n11', 'float32', 1),
|
('b06n11', 'float32', 1),
|
||||||
('b06n12', 'float32', 1),
|
('b06n12', 'float32', 1),
|
||||||
('b06n13', 'S1', 128),
|
('b06n13', 'S1', 128),
|
||||||
('b06n14', 'S1', 56),
|
('b06n14', 'S1', 56),
|
||||||
('b07n01', 'i1', 1),
|
('b07n01', 'i1', 1),
|
||||||
('b07n02', 'i2', 1),
|
('b07n02', 'i2', 1),
|
||||||
('b07n03', 'i1', 1),
|
('b07n03', 'i1', 1),
|
||||||
('b07n04', 'i1', 1),
|
('b07n04', 'i1', 1),
|
||||||
('b07n05', 'i2', 1),
|
('b07n05', 'i2', 1),
|
||||||
('b07n06', 'S1', 40),
|
('b07n06', 'S1', 40),
|
||||||
('b08n01', 'i1', 1),
|
('b08n01', 'i1', 1),
|
||||||
('b08n02', 'i2', 1),
|
('b08n02', 'i2', 1),
|
||||||
('b08n03', 'float32', 1),
|
('b08n03', 'float32', 1),
|
||||||
('b08n04', 'float32', 1),
|
('b08n04', 'float32', 1),
|
||||||
('b08n05', 'float64', 1),
|
('b08n05', 'float64', 1),
|
||||||
('b08n06', 'i2', 1),
|
('b08n06', 'i2', 1),
|
||||||
('b08n07', 'i2', 1),
|
('b08n07', 'i2', 1),
|
||||||
('b08n08', 'float32', 1),
|
('b08n08', 'float32', 1),
|
||||||
('b08n09', 'float32', 1),
|
('b08n09', 'float32', 1),
|
||||||
('b08n10', 'S1', 50),
|
('b08n10', 'S1', 50),
|
||||||
('b09n01', 'i1', 1),
|
('b09n01', 'i1', 1),
|
||||||
('b09n02', 'i2', 1),
|
('b09n02', 'i2', 1),
|
||||||
('b09n03', 'i2', 1),
|
('b09n03', 'i2', 1),
|
||||||
('b09n04', 'i2', 1),
|
('b09n04', 'i2', 1),
|
||||||
('b09n05', 'float64', 1),
|
('b09n05', 'float64', 1),
|
||||||
('b09n06', 'S1', 70),
|
('b09n06', 'S1', 70),
|
||||||
('b10n01', 'i1', 1),
|
('b10n01', 'i1', 1),
|
||||||
('b10n02', 'i4', 1),
|
('b10n02', 'i4', 1),
|
||||||
('b10n03', 'i2', 1),
|
('b10n03', 'i2', 1),
|
||||||
('b10n04', 'i2', 1),
|
('b10n04', 'i2', 1),
|
||||||
('b10n05', 'i2', 1),
|
('b10n05', 'i2', 1),
|
||||||
('b10n06', 'S1', 36),
|
('b10n06', 'S1', 36),
|
||||||
('b11n01', 'i1', 1),
|
('b11n01', 'i1', 1),
|
||||||
('b11n02', 'i2', 1),
|
('b11n02', 'i2', 1),
|
||||||
('b11n03', 'S1', 256),
|
('b11n03', 'S1', 256),
|
||||||
('b12n01', 'i2', res)]
|
('b12n01', 'i2', res)]
|
||||||
|
|
||||||
data = np.fromfile(fname, dtype=formation)['b12n01'].reshape(nlin, ncol)
|
data = np.fromfile(fname, dtype=formation)['b12n01'].reshape(nlin, ncol)
|
||||||
|
|
||||||
return list(data)
|
return list(data)
|
||||||
|
|||||||
@ -1,166 +1,166 @@
|
|||||||
# -*- coding: utf-8 -*-
|
# -*- coding: utf-8 -*-
|
||||||
|
|
||||||
# Copyright (c) 2019 NMC Developers.
|
# Copyright (c) 2019 NMC Developers.
|
||||||
# Distributed under the terms of the GPL V3 License.
|
# Distributed under the terms of the GPL V3 License.
|
||||||
|
|
||||||
"""
|
"""
|
||||||
Retrieve historical data from CIMISS service.
|
Retrieve historical data from CIMISS service.
|
||||||
"""
|
"""
|
||||||
|
|
||||||
import os
|
import os
|
||||||
import calendar
|
import calendar
|
||||||
import urllib.request
|
import urllib.request
|
||||||
import numpy as np
|
import numpy as np
|
||||||
from nmc_met_io.retrieve_cimiss_server import cimiss_obs_by_time_range
|
from nmc_met_io.retrieve_cimiss_server import cimiss_obs_by_time_range
|
||||||
from nmc_met_io.retrieve_cimiss_server import cimiss_obs_in_rect_by_time_range
|
from nmc_met_io.retrieve_cimiss_server import cimiss_obs_in_rect_by_time_range
|
||||||
from nmc_met_io.retrieve_cimiss_server import cimiss_obs_file_by_time_range
|
from nmc_met_io.retrieve_cimiss_server import cimiss_obs_file_by_time_range
|
||||||
|
|
||||||
|
|
||||||
def get_day_hist_obs(years=np.arange(2000, 2011, 1),
|
def get_day_hist_obs(years=np.arange(2000, 2011, 1),
|
||||||
month_range=(1, 12),
|
month_range=(1, 12),
|
||||||
elements=None,
|
elements=None,
|
||||||
sta_levels=None,
|
sta_levels=None,
|
||||||
outfname='day_rain_obs',
|
outfname='day_rain_obs',
|
||||||
outdir='.'):
|
outdir='.'):
|
||||||
"""
|
"""
|
||||||
Download historical daily observations and write to data files,
|
Download historical daily observations and write to data files,
|
||||||
each month a file.
|
each month a file.
|
||||||
|
|
||||||
:param years: years for historical data
|
:param years: years for historical data
|
||||||
:param month_range: month range each year, like (1, 12)
|
:param month_range: month range each year, like (1, 12)
|
||||||
:param elements: elements for retrieve, 'ele1, ele2, ...'
|
:param elements: elements for retrieve, 'ele1, ele2, ...'
|
||||||
:param sta_levels: station levels
|
:param sta_levels: station levels
|
||||||
:param outfname: output file name + '_year' + '_month'
|
:param outfname: output file name + '_year' + '_month'
|
||||||
:param outdir: output file directory
|
:param outdir: output file directory
|
||||||
:return: output file names.
|
:return: output file names.
|
||||||
|
|
||||||
:Example:
|
:Example:
|
||||||
>>> get_day_hist_obs(years=np.arange(2000, 2016, 1), outdir="D:/")
|
>>> get_day_hist_obs(years=np.arange(2000, 2016, 1), outdir="D:/")
|
||||||
|
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# check elements
|
# check elements
|
||||||
if elements is None:
|
if elements is None:
|
||||||
elements = "Station_Id_C,Station_Name,Datetime,Lat,Lon,PRE_Time_0808"
|
elements = "Station_Id_C,Station_Name,Datetime,Lat,Lon,PRE_Time_0808"
|
||||||
|
|
||||||
# check output directory
|
# check output directory
|
||||||
if not os.path.exists(outdir):
|
if not os.path.exists(outdir):
|
||||||
os.makedirs(outdir)
|
os.makedirs(outdir)
|
||||||
|
|
||||||
# define months
|
# define months
|
||||||
months = np.arange(1, 13, 1)
|
months = np.arange(1, 13, 1)
|
||||||
|
|
||||||
# Because of the CIMISS data mount limit,
|
# Because of the CIMISS data mount limit,
|
||||||
# so loop every year to download the data.
|
# so loop every year to download the data.
|
||||||
out_files = []
|
out_files = []
|
||||||
for iy in years:
|
for iy in years:
|
||||||
if calendar.isleap(iy):
|
if calendar.isleap(iy):
|
||||||
last_day = ['31', '29', '31', '30', '31', '30',
|
last_day = ['31', '29', '31', '30', '31', '30',
|
||||||
'31', '31', '30', '31', '30', '31']
|
'31', '31', '30', '31', '30', '31']
|
||||||
else:
|
else:
|
||||||
last_day = ['31', '28', '31', '30', '31', '30',
|
last_day = ['31', '28', '31', '30', '31', '30',
|
||||||
'31', '31', '30', '31', '30', '31']
|
'31', '31', '30', '31', '30', '31']
|
||||||
|
|
||||||
for i, im in enumerate(months):
|
for i, im in enumerate(months):
|
||||||
# check month range
|
# check month range
|
||||||
if not (month_range[0] <= im <= month_range[1]):
|
if not (month_range[0] <= im <= month_range[1]):
|
||||||
continue
|
continue
|
||||||
|
|
||||||
month = '%02d' % im
|
month = '%02d' % im
|
||||||
start_time = str(iy) + month + '01' + '000000'
|
start_time = str(iy) + month + '01' + '000000'
|
||||||
end_time = str(iy) + month + last_day[i] + '000000'
|
end_time = str(iy) + month + last_day[i] + '000000'
|
||||||
time_range = "[" + start_time + "," + end_time + "]"
|
time_range = "[" + start_time + "," + end_time + "]"
|
||||||
|
|
||||||
# retrieve observations from CIMISS server
|
# retrieve observations from CIMISS server
|
||||||
data = cimiss_obs_by_time_range(
|
data = cimiss_obs_by_time_range(
|
||||||
time_range, sta_levels=sta_levels,
|
time_range, sta_levels=sta_levels,
|
||||||
data_code="SURF_CHN_MUL_DAY", elements=elements)
|
data_code="SURF_CHN_MUL_DAY", elements=elements)
|
||||||
if data is None:
|
if data is None:
|
||||||
continue
|
continue
|
||||||
|
|
||||||
# save observation data to file
|
# save observation data to file
|
||||||
out_files.append(os.path.join(
|
out_files.append(os.path.join(
|
||||||
outdir, outfname + "_" + str(iy) + "_" + month + ".pkl"))
|
outdir, outfname + "_" + str(iy) + "_" + month + ".pkl"))
|
||||||
data.to_pickle(out_files[-1])
|
data.to_pickle(out_files[-1])
|
||||||
|
|
||||||
return out_files
|
return out_files
|
||||||
|
|
||||||
|
|
||||||
def get_mon_hist_obs(years=np.arange(2000, 2011, 1),
|
def get_mon_hist_obs(years=np.arange(2000, 2011, 1),
|
||||||
limit=(3, 73, 54, 136),
|
limit=(3, 73, 54, 136),
|
||||||
elements=None,
|
elements=None,
|
||||||
outfname='mon_surface_obs',
|
outfname='mon_surface_obs',
|
||||||
outdir='.'):
|
outdir='.'):
|
||||||
"""
|
"""
|
||||||
Download historical monthly observations and write to data files,
|
Download historical monthly observations and write to data files,
|
||||||
each year a file.
|
each year a file.
|
||||||
|
|
||||||
:param years: years for historical data
|
:param years: years for historical data
|
||||||
:param limit: spatial limit [min_lat, min_lon, max_lat, max_lon]
|
:param limit: spatial limit [min_lat, min_lon, max_lat, max_lon]
|
||||||
:param elements: elements for retrieve, 'ele1, ele2, ...'
|
:param elements: elements for retrieve, 'ele1, ele2, ...'
|
||||||
:param outfname: output file name + 'year'
|
:param outfname: output file name + 'year'
|
||||||
:param outdir: output file directory
|
:param outdir: output file directory
|
||||||
:return: Output filenames
|
:return: Output filenames
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# check elements
|
# check elements
|
||||||
if elements is None:
|
if elements is None:
|
||||||
elements = ("Station_Id_C,Station_Name,Year,"
|
elements = ("Station_Id_C,Station_Name,Year,"
|
||||||
"Mon,Lat,Lon,Alti,PRE_Time_0808")
|
"Mon,Lat,Lon,Alti,PRE_Time_0808")
|
||||||
|
|
||||||
# check output directory
|
# check output directory
|
||||||
if not os.path.exists(outdir):
|
if not os.path.exists(outdir):
|
||||||
os.makedirs(outdir)
|
os.makedirs(outdir)
|
||||||
|
|
||||||
# Loop every year to download the data.
|
# Loop every year to download the data.
|
||||||
out_files = []
|
out_files = []
|
||||||
for iy in years:
|
for iy in years:
|
||||||
# check out file
|
# check out file
|
||||||
outfile = os.path.join(outdir, outfname + "_" + str(iy) + ".pkl")
|
outfile = os.path.join(outdir, outfname + "_" + str(iy) + ".pkl")
|
||||||
if os.path.isfile(outfile):
|
if os.path.isfile(outfile):
|
||||||
continue
|
continue
|
||||||
|
|
||||||
# set time range
|
# set time range
|
||||||
start_time = str(iy) + '0101' + '000000'
|
start_time = str(iy) + '0101' + '000000'
|
||||||
end_time = str(iy) + '1201' + '000000'
|
end_time = str(iy) + '1201' + '000000'
|
||||||
time_range = "[" + start_time + "," + end_time + "]"
|
time_range = "[" + start_time + "," + end_time + "]"
|
||||||
|
|
||||||
# retrieve observations from CIMISS server
|
# retrieve observations from CIMISS server
|
||||||
data = cimiss_obs_in_rect_by_time_range(
|
data = cimiss_obs_in_rect_by_time_range(
|
||||||
time_range, limit, data_code='SURF_CHN_MUL_MON',
|
time_range, limit, data_code='SURF_CHN_MUL_MON',
|
||||||
elements=elements)
|
elements=elements)
|
||||||
if data is None:
|
if data is None:
|
||||||
continue
|
continue
|
||||||
|
|
||||||
# save observation data to file
|
# save observation data to file
|
||||||
out_files.append(outfile)
|
out_files.append(outfile)
|
||||||
data.to_pickle(out_files[-1])
|
data.to_pickle(out_files[-1])
|
||||||
|
|
||||||
return out_files
|
return out_files
|
||||||
|
|
||||||
|
|
||||||
def get_cmpas_hist_files(time_range, outdir='.'):
|
def get_cmpas_hist_files(time_range, outdir='.'):
|
||||||
"""
|
"""
|
||||||
Download CMAPS QPE gridded data files.
|
Download CMAPS QPE gridded data files.
|
||||||
|
|
||||||
Arguments:
|
Arguments:
|
||||||
time_range {string} -- time range for retrieve,
|
time_range {string} -- time range for retrieve,
|
||||||
"[YYYYMMDDHHMISS,YYYYMMDDHHMISS]"
|
"[YYYYMMDDHHMISS,YYYYMMDDHHMISS]"
|
||||||
outdir {string} -- output directory.
|
outdir {string} -- output directory.
|
||||||
|
|
||||||
:Exampels:
|
:Exampels:
|
||||||
>>> time_range = "[20180101000000,20180331230000]"
|
>>> time_range = "[20180101000000,20180331230000]"
|
||||||
>>> get_cmpas_hist_files(time_range, outdir='G:/CMAPS')
|
>>> get_cmpas_hist_files(time_range, outdir='G:/CMAPS')
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# check output directory
|
# check output directory
|
||||||
if not os.path.exists(outdir):
|
if not os.path.exists(outdir):
|
||||||
os.makedirs(outdir)
|
os.makedirs(outdir)
|
||||||
|
|
||||||
files = cimiss_obs_file_by_time_range(
|
files = cimiss_obs_file_by_time_range(
|
||||||
time_range, data_code="SURF_CMPA_NRT_NC")
|
time_range, data_code="SURF_CMPA_NRT_NC")
|
||||||
filenames = files['DS']
|
filenames = files['DS']
|
||||||
for file in filenames:
|
for file in filenames:
|
||||||
outfile = os.path.join(outdir, file['FILE_NAME'])
|
outfile = os.path.join(outdir, file['FILE_NAME'])
|
||||||
if not os.path.isfile(outfile):
|
if not os.path.isfile(outfile):
|
||||||
urllib.request.urlretrieve(file['FILE_URL'], outfile)
|
urllib.request.urlretrieve(file['FILE_URL'], outfile)
|
||||||
|
|||||||
@ -1,434 +1,434 @@
|
|||||||
# _*_ coding: utf-8 _*_
|
# _*_ coding: utf-8 _*_
|
||||||
|
|
||||||
# Copyright (c) 2019 NMC Developers.
|
# Copyright (c) 2019 NMC Developers.
|
||||||
# Distributed under the terms of the GPL V3 License.
|
# Distributed under the terms of the GPL V3 License.
|
||||||
|
|
||||||
"""
|
"""
|
||||||
Retrieve the CIMISS data using REST API with pure python code.
|
Retrieve the CIMISS data using REST API with pure python code.
|
||||||
|
|
||||||
refer to:
|
refer to:
|
||||||
http://10.20.76.55/cimissapiweb/MethodData_list.action
|
http://10.20.76.55/cimissapiweb/MethodData_list.action
|
||||||
https://github.com/babybearming/CIMISSDataGet/blob/master/cimissRead_v0.1.py
|
https://github.com/babybearming/CIMISSDataGet/blob/master/cimissRead_v0.1.py
|
||||||
"""
|
"""
|
||||||
|
|
||||||
import json
|
import json
|
||||||
from datetime import datetime, timedelta
|
from datetime import datetime, timedelta
|
||||||
import urllib3
|
import urllib3
|
||||||
import numpy as np
|
import numpy as np
|
||||||
import pandas as pd
|
import pandas as pd
|
||||||
import xarray as xr
|
import xarray as xr
|
||||||
from nmc_met_io.config import _get_config_from_rcfile
|
from nmc_met_io.config import _get_config_from_rcfile
|
||||||
|
|
||||||
|
|
||||||
def get_http_result(interface_id, params, data_format='json'):
|
def get_http_result(interface_id, params, data_format='json'):
|
||||||
"""
|
"""
|
||||||
Get the http result from CIMISS REST api service.
|
Get the http result from CIMISS REST api service.
|
||||||
|
|
||||||
:param interface_id: MUSIC interface id.
|
:param interface_id: MUSIC interface id.
|
||||||
:param params: dictionary for MUSIC parameters.
|
:param params: dictionary for MUSIC parameters.
|
||||||
:param data_format: MUSIC server data format.
|
:param data_format: MUSIC server data format.
|
||||||
:return:
|
:return:
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# set MUSIC server dns and user information
|
# set MUSIC server dns and user information
|
||||||
config = _get_config_from_rcfile()
|
config = _get_config_from_rcfile()
|
||||||
dns = config['CIMISS']['DNS']
|
dns = config['CIMISS']['DNS']
|
||||||
user_id = config['CIMISS']['USER_ID']
|
user_id = config['CIMISS']['USER_ID']
|
||||||
pwd = config['CIMISS']['PASSWORD']
|
pwd = config['CIMISS']['PASSWORD']
|
||||||
|
|
||||||
# construct url
|
# construct url
|
||||||
url = 'http://' + dns + '/cimiss-web/api?userId=' + user_id + \
|
url = 'http://' + dns + '/cimiss-web/api?userId=' + user_id + \
|
||||||
'&pwd=' + pwd + '&interfaceId=' + interface_id
|
'&pwd=' + pwd + '&interfaceId=' + interface_id
|
||||||
|
|
||||||
# params
|
# params
|
||||||
for key in params:
|
for key in params:
|
||||||
url += '&' + key + '=' + params[key]
|
url += '&' + key + '=' + params[key]
|
||||||
|
|
||||||
# data format
|
# data format
|
||||||
url += '&dataFormat=' + data_format
|
url += '&dataFormat=' + data_format
|
||||||
|
|
||||||
# request http contents
|
# request http contents
|
||||||
http = urllib3.PoolManager()
|
http = urllib3.PoolManager()
|
||||||
req = http.request('GET', url)
|
req = http.request('GET', url)
|
||||||
if req.status != 200:
|
if req.status != 200:
|
||||||
print('Can not access the url: ' + url)
|
print('Can not access the url: ' + url)
|
||||||
return None
|
return None
|
||||||
|
|
||||||
return req.data
|
return req.data
|
||||||
|
|
||||||
|
|
||||||
def cimiss_obs_by_time_range(time_range, sta_levels=None,
|
def cimiss_obs_by_time_range(time_range, sta_levels=None,
|
||||||
data_code="SURF_CHN_MUL_HOR_N",
|
data_code="SURF_CHN_MUL_HOR_N",
|
||||||
elements="Station_Id_C,Datetime,Lat,Lon,TEM"):
|
elements="Station_Id_C,Datetime,Lat,Lon,TEM"):
|
||||||
"""
|
"""
|
||||||
Retrieve station records from CIMISS by time and station ID.
|
Retrieve station records from CIMISS by time and station ID.
|
||||||
|
|
||||||
:param time_range: time range for retrieve,
|
:param time_range: time range for retrieve,
|
||||||
"[YYYYMMDDHHMISS, YYYYMMDDHHMISS]",
|
"[YYYYMMDDHHMISS, YYYYMMDDHHMISS]",
|
||||||
like"[201509010000,20150903060000]"
|
like"[201509010000,20150903060000]"
|
||||||
:param sta_levels: station levels, like "011,012,013" for standard,
|
:param sta_levels: station levels, like "011,012,013" for standard,
|
||||||
base and general stations.
|
base and general stations.
|
||||||
:param data_code: dataset code, like "SURF_CHN_MUL_HOR",
|
:param data_code: dataset code, like "SURF_CHN_MUL_HOR",
|
||||||
"SURF_CHN_MUL_HOR_N", and so on.
|
"SURF_CHN_MUL_HOR_N", and so on.
|
||||||
:param elements: elements for retrieve, 'ele1,ele2,...'
|
:param elements: elements for retrieve, 'ele1,ele2,...'
|
||||||
:return: observation records, pandas DataFrame type
|
:return: observation records, pandas DataFrame type
|
||||||
|
|
||||||
:Example:
|
:Example:
|
||||||
>>> time_range = "[20180219000000,20180221000000]"
|
>>> time_range = "[20180219000000,20180221000000]"
|
||||||
>>> sta_levels = "011,012,013"
|
>>> sta_levels = "011,012,013"
|
||||||
>>> data_code = "SURF_CHN_MUL_DAY"
|
>>> data_code = "SURF_CHN_MUL_DAY"
|
||||||
>>> elements = "Station_Id_C,Station_Name,Datetime,Lat,Lon,PRE_Time_0808"
|
>>> elements = "Station_Id_C,Station_Name,Datetime,Lat,Lon,PRE_Time_0808"
|
||||||
>>> data = cimiss_obs_by_time_range(time_range, sta_levels=sta_levels,
|
>>> data = cimiss_obs_by_time_range(time_range, sta_levels=sta_levels,
|
||||||
data_code=data_code, elements=elements)
|
data_code=data_code, elements=elements)
|
||||||
>>> print "retrieve successfully" if data is not None else "failed"
|
>>> print "retrieve successfully" if data is not None else "failed"
|
||||||
retrieve successfully
|
retrieve successfully
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# set retrieve parameters
|
# set retrieve parameters
|
||||||
params = {'dataCode': data_code,
|
params = {'dataCode': data_code,
|
||||||
'elements': elements,
|
'elements': elements,
|
||||||
'timeRange': time_range}
|
'timeRange': time_range}
|
||||||
if sta_levels is not None:
|
if sta_levels is not None:
|
||||||
params['staLevels'] = sta_levels
|
params['staLevels'] = sta_levels
|
||||||
|
|
||||||
# interface id
|
# interface id
|
||||||
interface_id = "getSurfEleByTimeRange"
|
interface_id = "getSurfEleByTimeRange"
|
||||||
|
|
||||||
# retrieve data contents
|
# retrieve data contents
|
||||||
contents = get_http_result(interface_id, params)
|
contents = get_http_result(interface_id, params)
|
||||||
if contents is None:
|
if contents is None:
|
||||||
return None
|
return None
|
||||||
contents = json.loads(contents.decode('utf-8'))
|
contents = json.loads(contents.decode('utf-8'))
|
||||||
if contents['returnCode'] != '0':
|
if contents['returnCode'] != '0':
|
||||||
return None
|
return None
|
||||||
|
|
||||||
# construct pandas DataFrame
|
# construct pandas DataFrame
|
||||||
data = pd.DataFrame(contents['DS'])
|
data = pd.DataFrame(contents['DS'])
|
||||||
|
|
||||||
# return
|
# return
|
||||||
return data
|
return data
|
||||||
|
|
||||||
|
|
||||||
def cimiss_obs_by_time_and_id(times, data_code="SURF_CHN_MUL_HOR_N",
|
def cimiss_obs_by_time_and_id(times, data_code="SURF_CHN_MUL_HOR_N",
|
||||||
elements="Station_Id_C,Datetime,TEM",
|
elements="Station_Id_C,Datetime,TEM",
|
||||||
sta_ids="54511"):
|
sta_ids="54511"):
|
||||||
"""
|
"""
|
||||||
Retrieve station records from CIMISS by time and station ID
|
Retrieve station records from CIMISS by time and station ID
|
||||||
|
|
||||||
:param times: time for retrieve, 'YYYYMMDDHHMISS,YYYYMMDDHHMISS,...'
|
:param times: time for retrieve, 'YYYYMMDDHHMISS,YYYYMMDDHHMISS,...'
|
||||||
:param data_code: dataset code, like "SURF_CHN_MUL_HOR",
|
:param data_code: dataset code, like "SURF_CHN_MUL_HOR",
|
||||||
"SURF_CHN_MUL_HOR_N", and so on.
|
"SURF_CHN_MUL_HOR_N", and so on.
|
||||||
:param elements: elements for retrieve, 'ele1,ele2,...'
|
:param elements: elements for retrieve, 'ele1,ele2,...'
|
||||||
:param sta_ids: station ids, 'xxxxx,xxxxx,...'
|
:param sta_ids: station ids, 'xxxxx,xxxxx,...'
|
||||||
:return: observation records, pandas DataFrame type
|
:return: observation records, pandas DataFrame type
|
||||||
|
|
||||||
:Example:
|
:Example:
|
||||||
>>> data = cimiss_obs_by_time_and_id('20170318000000')
|
>>> data = cimiss_obs_by_time_and_id('20170318000000')
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# set retrieve parameters
|
# set retrieve parameters
|
||||||
params = {'dataCode': data_code,
|
params = {'dataCode': data_code,
|
||||||
'elements': elements,
|
'elements': elements,
|
||||||
'times': times,
|
'times': times,
|
||||||
'staIds': sta_ids,
|
'staIds': sta_ids,
|
||||||
'orderby': "Datetime:ASC"}
|
'orderby': "Datetime:ASC"}
|
||||||
|
|
||||||
# interface id
|
# interface id
|
||||||
interface_id = "getSurfEleByTimeAndStaID"
|
interface_id = "getSurfEleByTimeAndStaID"
|
||||||
|
|
||||||
# retrieve data contents
|
# retrieve data contents
|
||||||
contents = get_http_result(interface_id, params)
|
contents = get_http_result(interface_id, params)
|
||||||
if contents is None:
|
if contents is None:
|
||||||
return None
|
return None
|
||||||
contents = json.loads(contents.decode('utf-8'))
|
contents = json.loads(contents.decode('utf-8'))
|
||||||
if contents['returnCode'] != '0':
|
if contents['returnCode'] != '0':
|
||||||
return None
|
return None
|
||||||
|
|
||||||
# construct pandas DataFrame
|
# construct pandas DataFrame
|
||||||
data = pd.DataFrame(contents['DS'])
|
data = pd.DataFrame(contents['DS'])
|
||||||
|
|
||||||
# return
|
# return
|
||||||
return data
|
return data
|
||||||
|
|
||||||
|
|
||||||
def cimiss_obs_in_rect_by_time(times, limit, data_code="SURF_CHN_MUL_HOR_N",
|
def cimiss_obs_in_rect_by_time(times, limit, data_code="SURF_CHN_MUL_HOR_N",
|
||||||
elements="Station_Id_C,Datetime,Lat,Lon,TEM"):
|
elements="Station_Id_C,Datetime,Lat,Lon,TEM"):
|
||||||
"""
|
"""
|
||||||
Retrieve station records from CIMISS in region by time.
|
Retrieve station records from CIMISS in region by time.
|
||||||
|
|
||||||
:param times: times for retrieve, 'YYYYMMDDHHMISS,YYYYMMDDHHMISS,...'
|
:param times: times for retrieve, 'YYYYMMDDHHMISS,YYYYMMDDHHMISS,...'
|
||||||
:param limit: [min_lat, min_lon, max_lat, max_lon]
|
:param limit: [min_lat, min_lon, max_lat, max_lon]
|
||||||
:param data_code: dataset code, like "SURF_CHN_MUL_HOR",
|
:param data_code: dataset code, like "SURF_CHN_MUL_HOR",
|
||||||
"SURF_CHN_MUL_HOR_N", and so on
|
"SURF_CHN_MUL_HOR_N", and so on
|
||||||
:param elements: elements for retrieve, 'ele1,ele2,...'
|
:param elements: elements for retrieve, 'ele1,ele2,...'
|
||||||
:return: observation records, pandas DataFrame type
|
:return: observation records, pandas DataFrame type
|
||||||
|
|
||||||
:Example:
|
:Example:
|
||||||
>>> data = cimiss_obs_in_rect_by_time('20170320000000', [35, 110, 45, 120])
|
>>> data = cimiss_obs_in_rect_by_time('20170320000000', [35, 110, 45, 120])
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# set retrieve parameters
|
# set retrieve parameters
|
||||||
params = {'dataCode': data_code,
|
params = {'dataCode': data_code,
|
||||||
'elements': elements,
|
'elements': elements,
|
||||||
'times': times,
|
'times': times,
|
||||||
'minLat': '{:.10f}'.format(limit[0]),
|
'minLat': '{:.10f}'.format(limit[0]),
|
||||||
'minLon': '{:.10f}'.format(limit[1]),
|
'minLon': '{:.10f}'.format(limit[1]),
|
||||||
'maxLat': '{:.10f}'.format(limit[2]),
|
'maxLat': '{:.10f}'.format(limit[2]),
|
||||||
'maxLon': '{:.10f}'.format(limit[3]),
|
'maxLon': '{:.10f}'.format(limit[3]),
|
||||||
'orderby': "Datetime:ASC"}
|
'orderby': "Datetime:ASC"}
|
||||||
|
|
||||||
# interface id
|
# interface id
|
||||||
interface_id = "getSurfEleInRectByTime"
|
interface_id = "getSurfEleInRectByTime"
|
||||||
|
|
||||||
# retrieve data contents
|
# retrieve data contents
|
||||||
contents = get_http_result(interface_id, params)
|
contents = get_http_result(interface_id, params)
|
||||||
if contents is None:
|
if contents is None:
|
||||||
return None
|
return None
|
||||||
contents = json.loads(contents.decode('utf-8'))
|
contents = json.loads(contents.decode('utf-8'))
|
||||||
if contents['returnCode'] != '0':
|
if contents['returnCode'] != '0':
|
||||||
return None
|
return None
|
||||||
|
|
||||||
# construct pandas DataFrame
|
# construct pandas DataFrame
|
||||||
data = pd.DataFrame(contents['DS'])
|
data = pd.DataFrame(contents['DS'])
|
||||||
|
|
||||||
# return
|
# return
|
||||||
return data
|
return data
|
||||||
|
|
||||||
|
|
||||||
def cimiss_obs_in_rect_by_time_range(
|
def cimiss_obs_in_rect_by_time_range(
|
||||||
time_range, limit,
|
time_range, limit,
|
||||||
data_code="SURF_CHN_MUL_HOR_N",
|
data_code="SURF_CHN_MUL_HOR_N",
|
||||||
elements="Station_Id_C,Datetime,Lat,Lon,TEM"):
|
elements="Station_Id_C,Datetime,Lat,Lon,TEM"):
|
||||||
"""
|
"""
|
||||||
Retrieve observation records from CIMISS by rect and time range.
|
Retrieve observation records from CIMISS by rect and time range.
|
||||||
|
|
||||||
:param time_range: time range for retrieve,
|
:param time_range: time range for retrieve,
|
||||||
"[YYYYMMDDHHMISS,YYYYMMDDHHMISS]"
|
"[YYYYMMDDHHMISS,YYYYMMDDHHMISS]"
|
||||||
:param limit: (min_lat, min_lon, max_lat, max_lon)
|
:param limit: (min_lat, min_lon, max_lat, max_lon)
|
||||||
:param data_code: dataset code, like "SURF_CHN_MUL_HOR",
|
:param data_code: dataset code, like "SURF_CHN_MUL_HOR",
|
||||||
"SURF_CHN_MUL_HOR_N", and so on.
|
"SURF_CHN_MUL_HOR_N", and so on.
|
||||||
:param elements: elements for retrieve, 'ele1,ele2,...'
|
:param elements: elements for retrieve, 'ele1,ele2,...'
|
||||||
:return: observation records, pandas DataFrame type
|
:return: observation records, pandas DataFrame type
|
||||||
|
|
||||||
:Example:
|
:Example:
|
||||||
>>> elements = ("Station_Id_C,Station_Id_d,Station_Name,"
|
>>> elements = ("Station_Id_C,Station_Id_d,Station_Name,"
|
||||||
"Station_levl,Datetime,Lat,Lon,PRE_Time_0808")
|
"Station_levl,Datetime,Lat,Lon,PRE_Time_0808")
|
||||||
>>> time_range = "[20160801000000,20160801000000]"
|
>>> time_range = "[20160801000000,20160801000000]"
|
||||||
>>> data_code = "SURF_CHN_MUL_DAY"
|
>>> data_code = "SURF_CHN_MUL_DAY"
|
||||||
>>> data = cimiss_obs_in_rect_by_time_range(
|
>>> data = cimiss_obs_in_rect_by_time_range(
|
||||||
time_range,[35,110,45,120], data_code=data_code,
|
time_range,[35,110,45,120], data_code=data_code,
|
||||||
elements=elements)
|
elements=elements)
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# set retrieve parameters
|
# set retrieve parameters
|
||||||
params = {'dataCode': data_code,
|
params = {'dataCode': data_code,
|
||||||
'elements': elements,
|
'elements': elements,
|
||||||
'timeRange': time_range,
|
'timeRange': time_range,
|
||||||
'minLat': '{:.10f}'.format(limit[0]),
|
'minLat': '{:.10f}'.format(limit[0]),
|
||||||
'minLon': '{:.10f}'.format(limit[1]),
|
'minLon': '{:.10f}'.format(limit[1]),
|
||||||
'maxLat': '{:.10f}'.format(limit[2]),
|
'maxLat': '{:.10f}'.format(limit[2]),
|
||||||
'maxLon': '{:.10f}'.format(limit[3]),
|
'maxLon': '{:.10f}'.format(limit[3]),
|
||||||
'orderby': "Datetime:ASC"}
|
'orderby': "Datetime:ASC"}
|
||||||
|
|
||||||
# interface id
|
# interface id
|
||||||
interface_id = "getSurfEleInRectByTimeRange"
|
interface_id = "getSurfEleInRectByTimeRange"
|
||||||
|
|
||||||
# retrieve data contents
|
# retrieve data contents
|
||||||
contents = get_http_result(interface_id, params)
|
contents = get_http_result(interface_id, params)
|
||||||
if contents is None:
|
if contents is None:
|
||||||
return None
|
return None
|
||||||
contents = json.loads(contents.decode('utf-8'))
|
contents = json.loads(contents.decode('utf-8'))
|
||||||
if contents['returnCode'] != '0':
|
if contents['returnCode'] != '0':
|
||||||
return None
|
return None
|
||||||
|
|
||||||
# construct pandas DataFrame
|
# construct pandas DataFrame
|
||||||
data = pd.DataFrame(contents['DS'])
|
data = pd.DataFrame(contents['DS'])
|
||||||
|
|
||||||
# return
|
# return
|
||||||
return data
|
return data
|
||||||
|
|
||||||
|
|
||||||
def cimiss_obs_grid_by_time(
|
def cimiss_obs_grid_by_time(
|
||||||
time_str, data_code="SURF_CMPA_RT_NC", fcst_ele="PRE"):
|
time_str, data_code="SURF_CMPA_RT_NC", fcst_ele="PRE"):
|
||||||
"""
|
"""
|
||||||
Retrieve surface analysis grid products,
|
Retrieve surface analysis grid products,
|
||||||
like CMPAS-V2.1融合降水分析实时数据产品（NC）.
|
like CMPAS-V2.1融合降水分析实时数据产品（NC）.
|
||||||
For SURF_CMPA_RT_NC, this function will retrieve
|
For SURF_CMPA_RT_NC, this function will retrieve
|
||||||
the 0.01 resolution data and take long time.
|
the 0.01 resolution data and take long time.
|
||||||
|
|
||||||
:param time_str: analysis time string, like "2017100800"
|
:param time_str: analysis time string, like "2017100800"
|
||||||
:param data_code: data code
|
:param data_code: data code
|
||||||
:param fcst_ele: elements
|
:param fcst_ele: elements
|
||||||
:return: data, xarray type
|
:return: data, xarray type
|
||||||
|
|
||||||
:Example:
|
:Example:
|
||||||
>>> time_str = "2017110612"
|
>>> time_str = "2017110612"
|
||||||
>>> data_code = "SURF_CMPA_RT_NC"
|
>>> data_code = "SURF_CMPA_RT_NC"
|
||||||
>>> data = cimiss_obs_grid_by_time(time_str, data_code=data_code,
|
>>> data = cimiss_obs_grid_by_time(time_str, data_code=data_code,
|
||||||
fcst_ele="PRE")
|
fcst_ele="PRE")
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# set retrieve parameters
|
# set retrieve parameters
|
||||||
params = {'dataCode': data_code,
|
params = {'dataCode': data_code,
|
||||||
'time': time_str + "0000",
|
'time': time_str + "0000",
|
||||||
'fcstEle': fcst_ele}
|
'fcstEle': fcst_ele}
|
||||||
|
|
||||||
# set interface id
|
# set interface id
|
||||||
interface_id = "getSurfEleGridByTime"
|
interface_id = "getSurfEleGridByTime"
|
||||||
|
|
||||||
# retrieve data contents
|
# retrieve data contents
|
||||||
contents = get_http_result(interface_id, params)
|
contents = get_http_result(interface_id, params)
|
||||||
if contents is None:
|
if contents is None:
|
||||||
return None
|
return None
|
||||||
contents = json.loads(contents.decode('utf-8'))
|
contents = json.loads(contents.decode('utf-8'))
|
||||||
if contents['returnCode'] != '0':
|
if contents['returnCode'] != '0':
|
||||||
return None
|
return None
|
||||||
|
|
||||||
# get time information
|
# get time information
|
||||||
time = datetime.strptime(time_str, '%Y%m%d%H')
|
time = datetime.strptime(time_str, '%Y%m%d%H')
|
||||||
|
|
||||||
# extract coordinates and data
|
# extract coordinates and data
|
||||||
start_lat = float(contents['startLat'])
|
start_lat = float(contents['startLat'])
|
||||||
start_lon = float(contents['startLon'])
|
start_lon = float(contents['startLon'])
|
||||||
nlon = int(contents['lonCount'])
|
nlon = int(contents['lonCount'])
|
||||||
nlat = int(contents['latCount'])
|
nlat = int(contents['latCount'])
|
||||||
dlon = float(contents['lonStep'])
|
dlon = float(contents['lonStep'])
|
||||||
dlat = float(contents['latStep'])
|
dlat = float(contents['latStep'])
|
||||||
lon = start_lon + np.arange(nlon) * dlon
|
lon = start_lon + np.arange(nlon) * dlon
|
||||||
lat = start_lat + np.arange(nlat) * dlat
|
lat = start_lat + np.arange(nlat) * dlat
|
||||||
name = contents['fieldNames']
|
name = contents['fieldNames']
|
||||||
units = contents['fieldUnits']
|
units = contents['fieldUnits']
|
||||||
|
|
||||||
# construct xarray
|
# construct xarray
|
||||||
data = np.array(contents['DS'])
|
data = np.array(contents['DS'])
|
||||||
data = data[np.newaxis, ...]
|
data = data[np.newaxis, ...]
|
||||||
data = xr.DataArray(data, coords=[time, lat, lon],
|
data = xr.DataArray(data, coords=[time, lat, lon],
|
||||||
dims=['time', 'lat', 'lon'], name=name)
|
dims=['time', 'lat', 'lon'], name=name)
|
||||||
|
|
||||||
# add attributes
|
# add attributes
|
||||||
data.attrs['units'] = units
|
data.attrs['units'] = units
|
||||||
data.attrs['organization'] = 'Created by NMC.'
|
data.attrs['organization'] = 'Created by NMC.'
|
||||||
|
|
||||||
# return data
|
# return data
|
||||||
return data
|
return data
|
||||||
|
|
||||||
|
|
||||||
def cimiss_obs_file_by_time_range(time_range,
|
def cimiss_obs_file_by_time_range(time_range,
|
||||||
data_code="SURF_CMPA_RT_NC"):
|
data_code="SURF_CMPA_RT_NC"):
|
||||||
"""
|
"""
|
||||||
Retrieve CIMISS data file information.
|
Retrieve CIMISS data file information.
|
||||||
|
|
||||||
:param time_range: time range for retrieve,
|
:param time_range: time range for retrieve,
|
||||||
"[YYYYMMDDHHMISS,YYYYMMDDHHMISS]"
|
"[YYYYMMDDHHMISS,YYYYMMDDHHMISS]"
|
||||||
:param data_code: data code
|
:param data_code: data code
|
||||||
:return: dictionary
|
:return: dictionary
|
||||||
|
|
||||||
:Examples:
|
:Examples:
|
||||||
>>> time_range = "[20180401000000,20180402000000]"
|
>>> time_range = "[20180401000000,20180402000000]"
|
||||||
>>> files = cimiss_obs_file_by_time_range(time_range)
|
>>> files = cimiss_obs_file_by_time_range(time_range)
|
||||||
>>> filenames = files['DS']
|
>>> filenames = files['DS']
|
||||||
>>> print(files['DS'][0]['FILE_URL'])
|
>>> print(files['DS'][0]['FILE_URL'])
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# set retrieve parameters
|
# set retrieve parameters
|
||||||
params = {'dataCode': data_code,
|
params = {'dataCode': data_code,
|
||||||
'timeRange': time_range}
|
'timeRange': time_range}
|
||||||
|
|
||||||
# set interface id
|
# set interface id
|
||||||
interface_id = "getSurfFileByTimeRange"
|
interface_id = "getSurfFileByTimeRange"
|
||||||
|
|
||||||
# retrieve data contents
|
# retrieve data contents
|
||||||
contents = get_http_result(interface_id, params)
|
contents = get_http_result(interface_id, params)
|
||||||
if contents is None:
|
if contents is None:
|
||||||
return None
|
return None
|
||||||
contents = json.loads(contents.decode('utf-8'))
|
contents = json.loads(contents.decode('utf-8'))
|
||||||
if contents['returnCode'] != '0':
|
if contents['returnCode'] != '0':
|
||||||
return None
|
return None
|
||||||
|
|
||||||
# return
|
# return
|
||||||
return contents
|
return contents
|
||||||
|
|
||||||
|
|
||||||
def cimiss_model_by_time(init_time_str, limit=None,
|
def cimiss_model_by_time(init_time_str, limit=None,
|
||||||
data_code='NAFP_FOR_FTM_HIGH_EC_GLB',
|
data_code='NAFP_FOR_FTM_HIGH_EC_GLB',
|
||||||
fcst_level=0, valid_time=0, fcst_ele="TEF2"):
|
fcst_level=0, valid_time=0, fcst_ele="TEF2"):
|
||||||
"""
|
"""
|
||||||
Retrieve grid data from CIMISS service.
|
Retrieve grid data from CIMISS service.
|
||||||
|
|
||||||
:param init_time_str: model run time, like "2016081712"
|
:param init_time_str: model run time, like "2016081712"
|
||||||
:param limit: [min_lat, min_lon, max_lat, max_lon]
|
:param limit: [min_lat, min_lon, max_lat, max_lon]
|
||||||
:param data_code: MUSIC data code, default is "NAFP_FOR_FTM_HIGH_EC_GLB"
|
:param data_code: MUSIC data code, default is "NAFP_FOR_FTM_HIGH_EC_GLB"
|
||||||
:param fcst_level: vertical level, default is 0.
|
:param fcst_level: vertical level, default is 0.
|
||||||
:param valid_time: forecast element, default is 2m temperature "TEF2"
|
:param valid_time: forecast element, default is 2m temperature "TEF2"
|
||||||
:param fcst_ele: forecast hour, default is 0
|
:param fcst_ele: forecast hour, default is 0
|
||||||
:return:
|
:return:
|
||||||
"""
|
"""
|
||||||
|
|
||||||
# set retrieve parameters
|
# set retrieve parameters
|
||||||
if limit is None:
|
if limit is None:
|
||||||
params = {'dataCode': data_code,
|
params = {'dataCode': data_code,
|
||||||
'time': init_time_str + '0000',
|
'time': init_time_str + '0000',
|
||||||
'fcstLevel': '{:d}'.format(fcst_level),
|
'fcstLevel': '{:d}'.format(fcst_level),
|
||||||
'validTime': '{:d}'.format(valid_time),
|
'validTime': '{:d}'.format(valid_time),
|
||||||
'fcstEle': fcst_ele}
|
'fcstEle': fcst_ele}
|
||||||
|
|
||||||
interface_id = 'getNafpEleGridByTimeAndLevelAndValidtime'
|
interface_id = 'getNafpEleGridByTimeAndLevelAndValidtime'
|
||||||
else:
|
else:
|
||||||
params = {'dataCode': data_code,
|
params = {'dataCode': data_code,
|
||||||
'time': init_time_str + '0000',
|
'time': init_time_str + '0000',
|
||||||
'minLat': '{:.10f}'.format(limit[0]),
|
'minLat': '{:.10f}'.format(limit[0]),
|
||||||
"minLon": '{:.10f}'.format(limit[1]),
|
"minLon": '{:.10f}'.format(limit[1]),
|
||||||
"maxLat": '{:.10f}'.format(limit[2]),
|
"maxLat": '{:.10f}'.format(limit[2]),
|
||||||
"maxLon": '{:.10f}'.format(limit[3]),
|
"maxLon": '{:.10f}'.format(limit[3]),
|
||||||
'fcstLevel': '{:d}'.format(fcst_level),
|
'fcstLevel': '{:d}'.format(fcst_level),
|
||||||
'validTime': '{:d}'.format(valid_time),
|
'validTime': '{:d}'.format(valid_time),
|
||||||
'fcstEle': fcst_ele}
|
'fcstEle': fcst_ele}
|
||||||
|
|
||||||
interface_id = 'getNafpEleGridInRectByTimeAndLevelAndValidtime'
|
interface_id = 'getNafpEleGridInRectByTimeAndLevelAndValidtime'
|
||||||
|
|
||||||
# retrieve data contents
|
# retrieve data contents
|
||||||
contents = get_http_result(interface_id, params)
|
contents = get_http_result(interface_id, params)
|
||||||
if contents is None:
|
if contents is None:
|
||||||
return None
|
return None
|
||||||
contents = json.loads(contents.decode('utf-8'))
|
contents = json.loads(contents.decode('utf-8'))
|
||||||
if contents['returnCode'] != '0':
|
if contents['returnCode'] != '0':
|
||||||
return None
|
return None
|
||||||
|
|
||||||
# get time information
|
# get time information
|
||||||
init_time = datetime.strptime(init_time_str, '%Y%m%d%H')
|
init_time = datetime.strptime(init_time_str, '%Y%m%d%H')
|
||||||
fhour = valid_time
|
fhour = valid_time
|
||||||
time = init_time + timedelta(hours=fhour)
|
time = init_time + timedelta(hours=fhour)
|
||||||
|
|
||||||
# extract coordinates and data
|
# extract coordinates and data
|
||||||
start_lat = float(contents['startLat'])
|
start_lat = float(contents['startLat'])
|
||||||
start_lon = float(contents['startLon'])
|
start_lon = float(contents['startLon'])
|
||||||
nlon = int(contents['lonCount'])
|
nlon = int(contents['lonCount'])
|
||||||
nlat = int(contents['latCount'])
|
nlat = int(contents['latCount'])
|
||||||
dlon = float(contents['lonStep'])
|
dlon = float(contents['lonStep'])
|
||||||
dlat = float(contents['latStep'])
|
dlat = float(contents['latStep'])
|
||||||
lon = start_lon + np.arange(nlon)*dlon
|
lon = start_lon + np.arange(nlon)*dlon
|
||||||
lat = start_lat + np.arange(nlat)*dlat
|
lat = start_lat + np.arange(nlat)*dlat
|
||||||
name = contents['fieldNames']
|
name = contents['fieldNames']
|
||||||
units = contents['fieldUnits']
|
units = contents['fieldUnits']
|
||||||
|
|
||||||
# construct xarray
|
# construct xarray
|
||||||
data = np.array(contents['DS'])
|
data = np.array(contents['DS'])
|
||||||
if fcst_level == 0:
|
if fcst_level == 0:
|
||||||
data = data[np.newaxis, ...]
|
data = data[np.newaxis, ...]
|
||||||
data = xr.DataArray(data, coords=[time, lat, lon],
|
data = xr.DataArray(data, coords=[time, lat, lon],
|
||||||
dims=['time', 'lat', 'lon'], name=name)
|
dims=['time', 'lat', 'lon'], name=name)
|
||||||
else:
|
else:
|
||||||
data = data[np.newaxis, np.newaxis, ...]
|
data = data[np.newaxis, np.newaxis, ...]
|
||||||
data = xr.DataArray(data, coords=[time, fcst_level, lat, lon],
|
data = xr.DataArray(data, coords=[time, fcst_level, lat, lon],
|
||||||
dims=['time', 'level', 'lat', 'lon'], name=name)
|
dims=['time', 'level', 'lat', 'lon'], name=name)
|
||||||
|
|
||||||
# add time coordinates
|
# add time coordinates
|
||||||
data.coords['init_time'] = ('time', init_time)
|
data.coords['init_time'] = ('time', init_time)
|
||||||
data.coords['fhour'] = ('time', fhour)
|
data.coords['fhour'] = ('time', fhour)
|
||||||
|
|
||||||
# add attributes
|
# add attributes
|
||||||
data.attrs['units'] = units
|
data.attrs['units'] = units
|
||||||
data.attrs['organization'] = 'Created by NMC.'
|
data.attrs['organization'] = 'Created by NMC.'
|
||||||
|
|
||||||
# return data
|
# return data
|
||||||
return data
|
return data
|
||||||
|
|||||||
File diff suppressed because it is too large
Load Diff
126
setup.py
126
setup.py
@ -1,63 +1,63 @@
|
|||||||
# _*_ coding: utf-8 _*_
|
# _*_ coding: utf-8 _*_
|
||||||
|
|
||||||
from os import path
|
from os import path
|
||||||
from setuptools import find_packages, setup
|
from setuptools import find_packages, setup
|
||||||
from codecs import open
|
from codecs import open
|
||||||
|
|
||||||
|
|
||||||
name = 'nmc_met_io'
|
name = 'nmc_met_io'
|
||||||
author = __import__(name).__author__
|
author = __import__(name).__author__
|
||||||
version = __import__(name).__version__
|
version = __import__(name).__version__
|
||||||
|
|
||||||
here = path.abspath(path.dirname(__file__))
|
here = path.abspath(path.dirname(__file__))
|
||||||
|
|
||||||
# Get the long description from the README file
|
# Get the long description from the README file
|
||||||
with open(path.join(here, 'README.md'), encoding='utf-8') as f:
|
with open(path.join(here, 'README.md'), encoding='utf-8') as f:
|
||||||
long_description = f.read()
|
long_description = f.read()
|
||||||
|
|
||||||
setup(
|
setup(
|
||||||
name=name,
|
name=name,
|
||||||
|
|
||||||
version=version,
|
version=version,
|
||||||
|
|
||||||
description=("Collection of tools for I/O or"
|
description=("Collection of tools for I/O or"
|
||||||
"accessing meteorological data."),
|
"accessing meteorological data."),
|
||||||
long_description=long_description,
|
long_description=long_description,
|
||||||
|
|
||||||
# author
|
# author
|
||||||
author=author,
|
author=author,
|
||||||
author_email='kan.dai@foxmail.com',
|
author_email='kan.dai@foxmail.com',
|
||||||
|
|
||||||
# LICENSE
|
# LICENSE
|
||||||
license='GPL3',
|
license='GPL3',
|
||||||
|
|
||||||
classifiers=[
|
classifiers=[
|
||||||
'Development Status :: 3 - Alpha',
|
'Development Status :: 3 - Alpha',
|
||||||
'Intended Audience :: Developers',
|
'Intended Audience :: Developers',
|
||||||
'Programming Language :: Python :: 3',
|
'Programming Language :: Python :: 3',
|
||||||
],
|
],
|
||||||
|
|
||||||
packages=find_packages(exclude=['docs', 'tests', 'build', 'dist']),
|
packages=find_packages(exclude=['docs', 'tests', 'build', 'dist']),
|
||||||
include_package_data=True,
|
include_package_data=True,
|
||||||
exclude_package_data={'': ['.gitignore']},
|
exclude_package_data={'': ['.gitignore']},
|
||||||
|
|
||||||
install_requires=['numpy>=1.12.1',
|
install_requires=['numpy>=1.12.1',
|
||||||
'scipy>=0.19.0',
|
'scipy>=0.19.0',
|
||||||
'xarray>=0.9.6',
|
'xarray>=0.9.6',
|
||||||
'pandas>=0.20.0',
|
'pandas>=0.20.0',
|
||||||
'pyproj>=1.9.5.1',
|
'pyproj>=1.9.5.1',
|
||||||
'protobuf>=3.5.0',
|
'protobuf>=3.5.0',
|
||||||
'urllib3>=1.20',
|
'urllib3>=1.20',
|
||||||
'python-dateutil']
|
'python-dateutil']
|
||||||
)
|
)
|
||||||
|
|
||||||
# development mode (DOS command):
|
# development mode (DOS command):
|
||||||
# python setup.py develop
|
# python setup.py develop
|
||||||
# python setup.py develop --uninstall
|
# python setup.py develop --uninstall
|
||||||
|
|
||||||
# build mode：
|
# build mode：
|
||||||
# python setup.py build --build-base=D:/test/python/build
|
# python setup.py build --build-base=D:/test/python/build
|
||||||
|
|
||||||
# distribution mode:
|
# distribution mode:
|
||||||
# python setup.py sdist # create source tar.gz file in /dist
|
# python setup.py sdist # create source tar.gz file in /dist
|
||||||
# python setup.py bdist_wheel # create wheel binary in /dist
|
# python setup.py bdist_wheel # create wheel binary in /dist
|
||||||
|
|||||||
Loading…
Reference in New Issue
Block a user