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--------- Co-authored-by: Pete Gadomski <[email protected]> Co-authored-by: Tom Augspurger <[email protected]>
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FROM ubuntu:20.04 | ||
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# Setup timezone info | ||
ENV TZ=UTC | ||
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ENV LC_ALL=C.UTF-8 | ||
ENV LANG=C.UTF-8 | ||
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RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone | ||
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RUN apt-get update && apt-get install -y software-properties-common | ||
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RUN add-apt-repository ppa:ubuntugis/ppa && \ | ||
apt-get update && \ | ||
apt-get install -y build-essential python3-dev python3-pip \ | ||
jq unzip ca-certificates wget curl git && \ | ||
apt-get autoremove && apt-get autoclean && apt-get clean | ||
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RUN update-alternatives --install /usr/bin/python python /usr/bin/python3 10 | ||
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# See https://github.com/mapbox/rasterio/issues/1289 | ||
ENV CURL_CA_BUNDLE=/etc/ssl/certs/ca-certificates.crt | ||
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# Install Python 3.11 | ||
RUN curl -L -O "https://github.com/conda-forge/miniforge/releases/latest/download/Mambaforge-$(uname)-$(uname -m).sh" \ | ||
&& bash "Mambaforge-$(uname)-$(uname -m).sh" -b -p /opt/conda \ | ||
&& rm -rf "Mambaforge-$(uname)-$(uname -m).sh" | ||
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ENV PATH /opt/conda/bin:$PATH | ||
ENV LD_LIBRARY_PATH /opt/conda/lib/:$LD_LIBRARY_PATH | ||
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RUN mamba install -y -c conda-forge python=3.11 gdal pip setuptools cython numpy | ||
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RUN python -m pip install --upgrade pip | ||
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# Install common packages | ||
COPY requirements-task-base.txt /tmp/requirements.txt | ||
RUN python -m pip install --no-build-isolation -r /tmp/requirements.txt | ||
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# | ||
# Copy and install packages | ||
# | ||
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COPY pctasks/core /opt/src/pctasks/core | ||
RUN cd /opt/src/pctasks/core && \ | ||
pip install . | ||
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COPY pctasks/cli /opt/src/pctasks/cli | ||
RUN cd /opt/src/pctasks/cli && \ | ||
pip install . | ||
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COPY pctasks/task /opt/src/pctasks/task | ||
RUN cd /opt/src/pctasks/task && \ | ||
pip install . | ||
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COPY pctasks/client /opt/src/pctasks/client | ||
RUN cd /opt/src/pctasks/client && \ | ||
pip install . | ||
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COPY pctasks/ingest /opt/src/pctasks/ingest | ||
RUN cd /opt/src/pctasks/ingest && \ | ||
pip install . | ||
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COPY pctasks/dataset /opt/src/pctasks/dataset | ||
RUN cd /opt/src/pctasks/dataset && \ | ||
pip install . | ||
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COPY ./datasets/ms-buildings/requirements.txt /opt/src/datasets/ms-buildings/requirements.txt | ||
RUN python3 -m pip install -r /opt/src/datasets/ms-buildings/requirements.txt | ||
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# Setup Python Path to allow import of test modules | ||
ENV PYTHONPATH=/opt/src:$PYTHONPATH | ||
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WORKDIR /opt/src |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,74 @@ | ||
FROM ubuntu:20.04 | ||
|
||
# Setup timezone info | ||
ENV TZ=UTC | ||
|
||
ENV LC_ALL=C.UTF-8 | ||
ENV LANG=C.UTF-8 | ||
|
||
RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone | ||
|
||
RUN apt-get update && apt-get install -y software-properties-common | ||
|
||
RUN add-apt-repository ppa:ubuntugis/ppa && \ | ||
apt-get update && \ | ||
apt-get install -y build-essential python3-dev python3-pip \ | ||
jq unzip ca-certificates wget curl git && \ | ||
apt-get autoremove && apt-get autoclean && apt-get clean | ||
|
||
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3 10 | ||
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# See https://github.com/mapbox/rasterio/issues/1289 | ||
ENV CURL_CA_BUNDLE=/etc/ssl/certs/ca-certificates.crt | ||
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# Install Python 3.8 | ||
RUN curl -L -O "https://github.com/conda-forge/miniforge/releases/latest/download/Mambaforge-$(uname)-$(uname -m).sh" \ | ||
&& bash "Mambaforge-$(uname)-$(uname -m).sh" -b -p /opt/conda \ | ||
&& rm -rf "Mambaforge-$(uname)-$(uname -m).sh" | ||
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ENV PATH /opt/conda/bin:$PATH | ||
ENV LD_LIBRARY_PATH /opt/conda/lib/:$LD_LIBRARY_PATH | ||
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RUN mamba install -y -c conda-forge python=3.8 gdal=3.3.3 pip setuptools cython numpy==1.21.5 | ||
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RUN python -m pip install --upgrade pip | ||
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# Install common packages | ||
COPY requirements-task-base.txt /tmp/requirements.txt | ||
RUN python -m pip install --no-build-isolation -r /tmp/requirements.txt | ||
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# | ||
# Copy and install packages | ||
# | ||
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COPY pctasks/core /opt/src/pctasks/core | ||
RUN cd /opt/src/pctasks/core && \ | ||
pip install . | ||
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COPY pctasks/cli /opt/src/pctasks/cli | ||
RUN cd /opt/src/pctasks/cli && \ | ||
pip install . | ||
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COPY pctasks/task /opt/src/pctasks/task | ||
RUN cd /opt/src/pctasks/task && \ | ||
pip install . | ||
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COPY pctasks/client /opt/src/pctasks/client | ||
RUN cd /opt/src/pctasks/client && \ | ||
pip install . | ||
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COPY pctasks/ingest /opt/src/pctasks/ingest | ||
RUN cd /opt/src/pctasks/ingest && \ | ||
pip install . | ||
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COPY pctasks/dataset /opt/src/pctasks/dataset | ||
RUN cd /opt/src/pctasks/dataset && \ | ||
pip install . | ||
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COPY ./datasets/sentinel-5p/requirements.txt /opt/src/datasets/sentinel-5p/requirements.txt | ||
RUN python3 -m pip install -r /opt/src/datasets/sentinel-5p/requirements.txt | ||
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# Setup Python Path to allow import of test modules | ||
ENV PYTHONPATH=/opt/src:$PYTHONPATH | ||
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WORKDIR /opt/src |
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# Work in progress - in a broken state | ||
# planetary-computer-tasks dataset: sentinel-5p | ||
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Sentinel 5 Precursor | ||
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## Building the Docker image | ||
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To build and push a custom docker image to our container registry: | ||
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```shell | ||
az acr build -r {the registry} --subscription {the subscription} -t pctasks-sentinel-5p:latest -f datasets/sentinel-5p/Dockerfile . | ||
``` |
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The Copernicus [Sentinel-5 Precursor](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5p) mission provides high spatio-temporal resolution measurements of the Earth's atmosphere. The mission consists of one satellite carrying the [TROPOspheric Monitoring Instrument](http://www.tropomi.eu/) (TROPOMI). The satellite flies in loose formation with NASA's [Suomi NPP](https://www.nasa.gov/mission_pages/NPP/main/index.html) spacecraft, allowing utilization of co-located cloud mask data provided by the [Visible Infrared Imaging Radiometer Suite](https://www.nesdis.noaa.gov/current-satellite-missions/currently-flying/joint-polar-satellite-system/visible-infrared-imaging) (VIIRS) instrument onboard Suomi NPP during processing of the TROPOMI methane product. | ||
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The Sentinel-5 Precursor mission aims to reduce the global atmospheric data gap between the retired [ENVISAT](https://earth.esa.int/eogateway/missions/envisat) and [AURA](https://www.nasa.gov/mission_pages/aura/main/index.html) missions and the future [Sentinel-5](https://sentinels.copernicus.eu/web/sentinel/missions/sentinel-5) mission. Sentinel-5 Precursor [Level 2 data](http://www.tropomi.eu/data-products/level-2-products) provide total columns of ozone, sulfur dioxide, nitrogen dioxide, carbon monoxide and formaldehyde, tropospheric columns of ozone, vertical profiles of ozone and cloud & aerosol information. These measurements are used for improving air quality forecasts and monitoring the concentrations of atmospheric constituents. | ||
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This STAC Collection provides Sentinel-5 Precursor Level 2 data, in NetCDF format, since April 2018 for the following products: | ||
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* [`L2__AER_AI`](http://www.tropomi.eu/data-products/uv-aerosol-index): Ultraviolet aerosol index | ||
* [`L2__AER_LH`](http://www.tropomi.eu/data-products/aerosol-layer-height): Aerosol layer height | ||
* [`L2__CH4___`](http://www.tropomi.eu/data-products/methane): Methane (CH<sub>4</sub>) total column | ||
* [`L2__CLOUD_`](http://www.tropomi.eu/data-products/cloud): Cloud fraction, albedo, and top pressure | ||
* [`L2__CO____`](http://www.tropomi.eu/data-products/carbon-monoxide): Carbon monoxide (CO) total column | ||
* [`L2__HCHO__`](http://www.tropomi.eu/data-products/formaldehyde): Formaldehyde (HCHO) total column | ||
* [`L2__NO2___`](http://www.tropomi.eu/data-products/nitrogen-dioxide): Nitrogen dioxide (NO<sub>2</sub>) total column | ||
* [`L2__O3____`](http://www.tropomi.eu/data-products/total-ozone-column): Ozone (O<sub>3</sub>) total column | ||
* [`L2__O3_TCL`](http://www.tropomi.eu/data-products/tropospheric-ozone-column): Ozone (O<sub>3</sub>) tropospheric column | ||
* [`L2__SO2___`](http://www.tropomi.eu/data-products/sulphur-dioxide): Sulfur dioxide (SO<sub>2</sub>) total column | ||
* [`L2__NP_BD3`](http://www.tropomi.eu/data-products/auxiliary): Cloud from the Suomi NPP mission, band 3 | ||
* [`L2__NP_BD6`](http://www.tropomi.eu/data-products/auxiliary): Cloud from the Suomi NPP mission, band 6 | ||
* [`L2__NP_BD7`](http://www.tropomi.eu/data-products/auxiliary): Cloud from the Suomi NPP mission, band 7 |
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