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Updating Data processor/ watering predictor

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Max 2021-01-05 14:33:59 +00:00
parent a6d4b1192c
commit ce2f26bca8
4 changed files with 4 additions and 7 deletions
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8
data_processor/Dockerfile
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@ -1,7 +1,5 @@
FROM python:3.8 FROM pa_py_ml_fb:latest
WORKDIR /code WORKDIR /code
COPY . . COPY . .
RUN pip install -r requirements.txt EXPOSE 3535
EXPOSE 80 CMD "/code/water_predictor.py"
EXPOSE 443
CMD "/code/data_processor.py"

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data_processor/firebase_python_image/Dockerfile
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@ -18,3 +18,4 @@ RUN pip install -U six wheel mock
RUN wget https://github.com/lhelontra/tensorflow-on-arm/releases/download/v2.4.0/tensorflow-2.4.0-cp37-none-linux_armv7l.whl RUN wget https://github.com/lhelontra/tensorflow-on-arm/releases/download/v2.4.0/tensorflow-2.4.0-cp37-none-linux_armv7l.whl
RUN pip uninstall tensorflow RUN pip uninstall tensorflow
RUN pip install tensorflow-2.4.0-cp37-none-linux_armv7l.whl RUN pip install tensorflow-2.4.0-cp37-none-linux_armv7l.whl
RUN pip -v install pandas

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data_processor/requirements.txt
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2
data_processor/data_processor.py → data_processor/water_predictor.py Normal file → Executable file
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@ -1,11 +1,9 @@
#!/usr/local/bin/python #!/usr/local/bin/python
import logging import logging
import time
import firebase_admin import firebase_admin
import numpy as np import numpy as np
import pandas as pd import pandas as pd
import tensorflow as tf
from firebase_admin import credentials, firestore from firebase_admin import credentials, firestore
from Flask import Flask from Flask import Flask
from tensorflow import keras from tensorflow import keras