oceanprotocol · trentmc · Jan 25, 2025 · Jan 25, 2025 · Jan 25, 2025
diff --git a/Dockerfile b/Dockerfile
@@ -1,7 +1,3 @@
-##
-## Copyright 2024 Ocean Protocol Foundation
-## SPDX-License-Identifier: Apache-2.0
-##
 FROM python:3.11-slim
 WORKDIR /app
 ADD . /app

diff --git a/README.md b/README.md
@@ -1,8 +1,3 @@
-<!--
-Copyright 2024 Ocean Protocol Foundation
-SPDX-License-Identifier: Apache-2.0
--->
-
 # pdr-backend
 
 ## Run bots (agents)

diff --git a/entrypoint.sh b/entrypoint.sh
@@ -1,8 +1,4 @@
 #!/bin/bash
-##
-## Copyright 2024 Ocean Protocol Foundation
-## SPDX-License-Identifier: Apache-2.0
-##
 
 if [ "${WAIT_FOR_CONTRACTS}" = "true" ]
 # Development only

diff --git a/logging.yaml b/logging.yaml
@@ -1,7 +1,3 @@
-##
-## Copyright 2024 Ocean Protocol Foundation
-## SPDX-License-Identifier: Apache-2.0
-##
 version: 1
 disable_existing_loggers: False
 formatters:

diff --git a/pdr_backend/accuracy/test/test_app.py b/pdr_backend/accuracy/test/test_app.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import List
 from unittest.mock import patch
 

diff --git a/pdr_backend/aimodel/aimodel.py b/pdr_backend/aimodel/aimodel.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import Optional
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/aimodel/aimodel_data_factory.py b/pdr_backend/aimodel/aimodel_data_factory.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import logging
 import sys
 from typing import List, Optional, Tuple

diff --git a/pdr_backend/aimodel/aimodel_factory.py b/pdr_backend/aimodel/aimodel_factory.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import copy
 import logging
 from typing import Optional

diff --git a/pdr_backend/aimodel/aimodel_plotdata.py b/pdr_backend/aimodel/aimodel_plotdata.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import List, Optional
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/aimodel/aimodel_plotter.py b/pdr_backend/aimodel/aimodel_plotter.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import numpy as np
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots

diff --git a/pdr_backend/aimodel/test/test_aimodel_data_factory_corner_cases.py b/pdr_backend/aimodel/test/test_aimodel_data_factory_corner_cases.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from enforce_typing import enforce_types
 import polars as pl
 import pytest

diff --git a/pdr_backend/aimodel/test/test_aimodel_data_factory_main.py b/pdr_backend/aimodel/test/test_aimodel_data_factory_main.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from enforce_typing import enforce_types
 import numpy as np
 from numpy.testing import assert_array_equal

diff --git a/pdr_backend/aimodel/test/test_aimodel_data_factory_reldiff.py b/pdr_backend/aimodel/test/test_aimodel_data_factory_reldiff.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from enforce_typing import enforce_types
 import numpy as np
 from numpy.testing import assert_array_equal, assert_allclose

diff --git a/pdr_backend/aimodel/test/test_aimodel_factory_general.py b/pdr_backend/aimodel/test/test_aimodel_factory_general.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from unittest.mock import Mock
 import os
 import numpy as np

diff --git a/pdr_backend/aimodel/test/test_aimodel_factory_pricedata.py b/pdr_backend/aimodel/test/test_aimodel_factory_pricedata.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import os
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/aimodel/test/test_aiplotdata.py b/pdr_backend/aimodel/test/test_aiplotdata.py
@@ -1,6 +1 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
-
 # nothing here, see testing in test_aimodel_general.py
diff --git a/pdr_backend/aimodel/test/test_aiplotter.py b/pdr_backend/aimodel/test/test_aiplotter.py
@@ -1,6 +1 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
-
 # nothing here, see testing in test_aimodel_general.py
diff --git a/pdr_backend/aimodel/test/test_ycont_to_ytrue.py b/pdr_backend/aimodel/test/test_ycont_to_ytrue.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from enforce_typing import enforce_types
 import numpy as np
 from numpy.testing import assert_array_equal

diff --git a/pdr_backend/analytics/check_network.py b/pdr_backend/analytics/check_network.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import logging
 import math
 from typing import Union

diff --git a/pdr_backend/analytics/get_predictions_info.py b/pdr_backend/analytics/get_predictions_info.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import logging
 from typing import List
 

diff --git a/pdr_backend/analytics/predictoor_stats.py b/pdr_backend/analytics/predictoor_stats.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import logging
 import os
 from typing import Set, Tuple, TypedDict

diff --git a/pdr_backend/analytics/test/conftest.py b/pdr_backend/analytics/test/conftest.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import polars as pl
 import pytest
 

diff --git a/pdr_backend/analytics/test/test_check_network.py b/pdr_backend/analytics/test/test_check_network.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from datetime import datetime, UTC
 from unittest.mock import Mock, patch
 

diff --git a/pdr_backend/analytics/test/test_get_predictions_info.py b/pdr_backend/analytics/test/test_get_predictions_info.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from unittest.mock import patch
 
 import polars as pl

diff --git a/pdr_backend/analytics/test/test_get_predictoors_info.py b/pdr_backend/analytics/test/test_get_predictoors_info.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from unittest.mock import patch
 
 import polars as pl

diff --git a/pdr_backend/analytics/test/test_get_traction_info.py b/pdr_backend/analytics/test/test_get_traction_info.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from unittest.mock import patch
 
 import polars as pl

diff --git a/pdr_backend/analytics/test/test_predictoor_stats.py b/pdr_backend/analytics/test/test_predictoor_stats.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from unittest.mock import patch
 
 import polars as pl

diff --git a/pdr_backend/cli/arg_exchange.py b/pdr_backend/cli/arg_exchange.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import List, Union
 
 import ccxt

diff --git a/pdr_backend/cli/arg_feed.py b/pdr_backend/cli/arg_feed.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from collections import defaultdict
 from typing import List, Optional, Union
 

diff --git a/pdr_backend/cli/arg_feeds.py b/pdr_backend/cli/arg_feeds.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import Dict, List, Optional, Set, Union
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/cli/arg_pair.py b/pdr_backend/cli/arg_pair.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import re
 from typing import List, Optional, Tuple, Union
 

diff --git a/pdr_backend/cli/arg_signal.py b/pdr_backend/cli/arg_signal.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import List, Set, Union
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/cli/arg_timeframe.py b/pdr_backend/cli/arg_timeframe.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import List, Union
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/cli/cli_arguments.py b/pdr_backend/cli/cli_arguments.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import argparse
 import logging
 import sys

diff --git a/pdr_backend/cli/cli_arguments_lake.py b/pdr_backend/cli/cli_arguments_lake.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import logging
 import os
 from argparse import ArgumentParser

diff --git a/pdr_backend/cli/cli_module.py b/pdr_backend/cli/cli_module.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import logging
 import sys
 

diff --git a/pdr_backend/cli/cli_module_lake.py b/pdr_backend/cli/cli_module_lake.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import logging
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/cli/nested_arg_parser.py b/pdr_backend/cli/nested_arg_parser.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import argparse
 import ast
 

diff --git a/pdr_backend/cli/parse_feed_obj.py b/pdr_backend/cli/parse_feed_obj.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import List, Union
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/cli/predict_train_feedset.py b/pdr_backend/cli/predict_train_feedset.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import List, Dict
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/cli/predict_train_feedsets.py b/pdr_backend/cli/predict_train_feedsets.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 from typing import List
 
 from enforce_typing import enforce_types

diff --git a/pdr_backend/cli/test/test_arg_exchange.py b/pdr_backend/cli/test/test_arg_exchange.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import pytest
 from enforce_typing import enforce_types
 

diff --git a/pdr_backend/cli/test/test_arg_feed.py b/pdr_backend/cli/test/test_arg_feed.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import pytest
 from enforce_typing import enforce_types
 

diff --git a/pdr_backend/cli/test/test_arg_feeds.py b/pdr_backend/cli/test/test_arg_feeds.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import pytest
 from enforce_typing import enforce_types
 

diff --git a/pdr_backend/cli/test/test_arg_pair.py b/pdr_backend/cli/test/test_arg_pair.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import pytest
 from enforce_typing import enforce_types
 

diff --git a/pdr_backend/cli/test/test_arg_signal.py b/pdr_backend/cli/test/test_arg_signal.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import pytest
 from enforce_typing import enforce_types
 

diff --git a/pdr_backend/cli/test/test_arg_threshold.py b/pdr_backend/cli/test/test_arg_threshold.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import pytest
 from enforce_typing import enforce_types
 

diff --git a/pdr_backend/cli/test/test_cli_arguments.py b/pdr_backend/cli/test/test_cli_arguments.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import pytest
 
 from pdr_backend.cli.cli_arguments import (

diff --git a/pdr_backend/cli/test/test_cli_arguments_lake.py b/pdr_backend/cli/test/test_cli_arguments_lake.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import os
 from unittest.mock import patch
 

diff --git a/pdr_backend/cli/test/test_cli_module.py b/pdr_backend/cli/test/test_cli_module.py
@@ -1,7 +1,3 @@
-#
-# Copyright 2024 Ocean Protocol Foundation
-# SPDX-License-Identifier: Apache-2.0
-#
 import os
 from argparse import Namespace
 from unittest.mock import Mock, patch