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Data_Logix Pipeline

Please create a conda env from data_logix_env.yml This is the initial repository for BLX.

Marco Tasks:

  • conduit.py: generalized pipeline that can "query" important water district information about an APN number from various datasets

  • conduit.py: conduit should only be limited to the APN > Relevant Input Params layer

  • conduit.py: modularize in order to allow outputs based on user provided APN

  • conduit.py: outputs should comply with NFT input parameters

  • cimis_importer.py: connects to CIMIS API and retrieves agrictulral climate data

  • cimis_importer.py: modular class>method to allow for completely API capability in python

  • wdl_scraper.py: start a script that scrapes http://wdl.water.ca.gov/waterdatalibrary/index.cfm in order to obtain dynamic reports of daily water levels around california

Data Sources:

  • California Department of Water Resources (water rights?)
  • USDA (land/crop categorization)
  • NOAA (Temp, preciptiation, drought conditions)

Data Structures:

  • csv
  • GeoJSON
  • shp
  • Tiff
Global Parameter Data Type Description
apn_number uint Show file differences that haven't been staged
apn_location geom Show file differences that haven't been staged
dwr_bulletin str Show file differences that haven't been staged
gsa_name str Show file differences that haven't been staged
wtr_rights_type str Show file differences that haven't been staged
wtr_rights_date_issued datetime Show file differences that haven't been staged
wtr_rights_scan Unk Show file differences that haven't been staged
parcel_acerage int Show file differences that haven't been staged
parcel_area_meter_sq geom

data_logix/conduit_input_data

file name Description
COUNTIES.geojson List all new or modified files
CROPS.geojson Show file differences that haven't been staged
PARCELS.geojson List all new or modified files
WATER_DISTRICTS.geojson Show file differences that haven't been staged

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