forecast-data-release-v2/4_predictions.yml at main · USGS-R/forecast-data-release-v2 · GitHub

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target_default: 4_predictions

include:

packages:
  - dplyr

sources:
  - src/fetch_filter_functions.R
  - src/file_functions.R

targets:
  4_predictions:
    depends:
      - out_data/reservoir_downstream_preds.csv
      - out_data/dwallin_stream_preds_csv.zip
      - out_data/forecast_pgdl_da_outputs_rgcn_DA.zip
      - out_data/forecast_pgdl_da_outputs_lstm_DA.zip
      - out_data/forecast_pgdl_da_outputs_rgcn_no_DA.zip
      - out_data/forecast_pgdl_da_outputs_lstm_no_DA.zip
      - out_data/forecast_pgdl_da_outputs_rgcn_persistence.zip
      - out_data/forecast_pgdl_da_outputs_lstm_persistence.zip
      - out_data/paired_predicted_observed_temperatures.csv
      - out_data/spatial_cross_validation_train_table.csv

  # Reservoir outlet temperatures from GLM (files from delaware-model-prep/9_collaborator_data/res/)
  out_data/reservoir_downstream_preds.csv:
    command: file.copy(from = 'in_data/downstream_preds.csv', to = target_name)

  # DWALLIN
  out_data/dwallin_stream_preds_csv.zip:
    command: zip_obs(out_file = target_name, in_file = 'in_data/dwallin_stream_preds.csv')

  # PGDL-DA
#  out_data/forecast_pgdl_da_outputs_rgcn_DA.zip:
#    command: file.copy(from = 'in_data/forecast_pgdl_da_outputs_rgcn_DA.zip', to = target_name)

#  out_data/forecast_pgdl_da_outputs_lstm_DA.zip:
#    command: file.copy(from = 'in_data/forecast_pgdl_da_outputs_lstm_DA.zip', to = target_name)

#  out_data/forecast_pgdl_da_outputs_rgcn_no_DA.zip:
#    command: file.copy(from = 'in_data/forecast_pgdl_da_outputs_rgcn_no_DA.zip', to = target_name)

#  out_data/forecast_pgdl_da_outputs_lstm_no_DA.zip:
#    command: file.copy(from = 'in_data/forecast_pgdl_da_outputs_lstm_no_DA.zip', to = target_name)

#  out_data/forecast_pgdl_da_outputs_rgcn_persistence.zip:
#    command: file.copy(from = 'in_data/forecast_pgdl_da_outputs_rgcn_persistence.zip', to = target_name)

#  out_data/forecast_pgdl_da_outputs_lstm_persistence.zip:
#    command: file.copy(from = 'in_data/forecast_pgdl_da_outputs_lstm_persistence.zip', to = target_name)

  # Paired Predictions
  out_data/paired_predicted_observed_temperatures.csv:
    command: feather_to_csv(in_feather = 'in_data/all_mods_with_obs.feather', to = target_name)

  out_data/spatial_cross_validation_train_table.csv:
    command: file.copy(from = 'in_data/spatial_cross_validation_train_table.csv', to  = target_name)