From d6df7f7d8efbe02a5b581636c8b7809fa58aee22 Mon Sep 17 00:00:00 2001 From: James Date: Wed, 20 Dec 2023 18:29:08 +0000 Subject: [PATCH 1/5] update imports --- pvnet_summation/data/datamodule.py | 2 +- tests/conftest.py | 2 +- tests/data/test_datamodule.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/pvnet_summation/data/datamodule.py b/pvnet_summation/data/datamodule.py index 799a3e2..175e705 100644 --- a/pvnet_summation/data/datamodule.py +++ b/pvnet_summation/data/datamodule.py @@ -4,7 +4,7 @@ from lightning.pytorch import LightningDataModule from ocf_datapipes.load import OpenGSP from ocf_datapipes.training.pvnet import normalize_gsp -from ocf_datapipes.utils.consts import BatchKey +from ocf_datapipes.batch import BatchKey from torch.utils.data import DataLoader from torch.utils.data.datapipes.datapipe import IterDataPipe from torch.utils.data.datapipes.iter import FileLister, Zipper diff --git a/tests/conftest.py b/tests/conftest.py index f22a0f2..98a13fe 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -11,7 +11,7 @@ from pvnet_summation.models.model import Model -from ocf_datapipes.utils.consts import BatchKey +from ocf_datapipes.batch import BatchKey from datetime import timedelta from pvnet_summation.data.datamodule import DataModule diff --git a/tests/data/test_datamodule.py b/tests/data/test_datamodule.py index 540133d..5c6ca72 100644 --- a/tests/data/test_datamodule.py +++ b/tests/data/test_datamodule.py @@ -1,5 +1,5 @@ from pvnet_summation.data.datamodule import DataModule -from ocf_datapipes.utils.consts import BatchKey +from ocf_datapipes.batch import BatchKey def test_init(sample_data): From d7cd4552fc44ba5c5f541ff7a300528e66ba64cb Mon Sep 17 00:00:00 2001 From: James Fulton Date: Thu, 21 Dec 2023 14:29:05 +0000 Subject: [PATCH 2/5] update reqs --- requirements.txt | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/requirements.txt b/requirements.txt index 3b2fad3..2b33bd2 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,6 +1,6 @@ nowcasting_utils -ocf_datapipes>=1.2.44 -pvnet>=2.4.0 +ocf_datapipes>=3.0.0 +pvnet>=2.6.2 ocf_ml_metrics numpy pandas @@ -8,7 +8,7 @@ matplotlib xarray ipykernel h5netcdf -torch>=2.1.1 +torch>=2.0.0 lightning>=2.0.1 torchdata pytest From d5fb3aba7e5c6dc1300a1134a2f784ee787a155a Mon Sep 17 00:00:00 2001 From: James Fulton Date: Thu, 21 Dec 2023 14:39:38 +0000 Subject: [PATCH 3/5] update test batches --- tests/conftest.py | 66 ++- .../sample_batches/data_configuration.yaml | 81 ---- tests/data/sample_batches/train/000000.pt | Bin 3868332 -> 0 bytes .../sample_batches/data_configuration.yaml | 424 ++++++++++++++++++ .../sample_batches/datamodule.yaml | 2 +- .../test_data/sample_batches/train/000000.pt | Bin 0 -> 4001797 bytes 6 files changed, 473 insertions(+), 100 deletions(-) delete mode 100644 tests/data/sample_batches/data_configuration.yaml delete mode 100644 tests/data/sample_batches/train/000000.pt create mode 100644 tests/test_data/sample_batches/data_configuration.yaml rename tests/{data => test_data}/sample_batches/datamodule.yaml (95%) create mode 100644 tests/test_data/sample_batches/train/000000.pt diff --git a/tests/conftest.py b/tests/conftest.py index 98a13fe..7d5e89a 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -17,6 +17,42 @@ from pvnet_summation.data.datamodule import DataModule +def construct_batch_by_sample_duplication(og_batch, i): + """From a batch of data, take the ith sample and repeat it 317 to create a new batch""" + new_batch = {} + + # Need to loop through these keys and add to batch + ununsed_keys = list(og_batch.keys()) + + # NWP is nested so needs to be treated differently + if BatchKey.nwp in og_batch: + og_nwp_batch = og_batch[BatchKey.nwp] + new_nwp_batch = {} + for nwp_source, og_nwp_source_batch in og_nwp_batch.items(): + new_nwp_source_batch = {} + for key, value in og_nwp_source_batch.items(): + if isinstance(value, torch.Tensor): + n_dims = len(value.shape) + repeats = (317,) + tuple(1 for dim in range(n_dims - 1)) + new_nwp_source_batch[key] = value[i : i + 1].repeat(repeats)[:317] + else: + new_nwp_source_batch[key] = value + new_nwp_batch[nwp_source] = new_nwp_source_batch + + new_batch[BatchKey.nwp] = new_nwp_batch + ununsed_keys.remove(BatchKey.nwp) + + for key in ununsed_keys: + if isinstance(og_batch[key], torch.Tensor): + n_dims = len(og_batch[key].shape) + repeats = (317,) + tuple(1 for dim in range(n_dims - 1)) + new_batch[key] = og_batch[key][i : i + 1].repeat(repeats)[:317] + else: + new_batch[key] = og_batch[key] + + return new_batch + + @pytest.fixture() def sample_data(): # Copy small batches to fake 317 GSPs in each @@ -28,28 +64,22 @@ def sample_data(): times = [] file_n = 0 - for file in glob.glob("tests/data/sample_batches/train/*.pt"): - batch = torch.load(file) - - this_batch = {} - for i in range(batch[BatchKey.gsp_time_utc].shape[0]): + for file in glob.glob("tests/test_data/sample_batches/train/*.pt"): + og_batch = torch.load(file) + + for i in range(og_batch[BatchKey.gsp_time_utc].shape[0]): + # Duplicate sample to fake 317 GSPs - for key in batch.keys(): - if isinstance(batch[key], torch.Tensor): - n_dims = len(batch[key].shape) - repeats = (317,) + tuple(1 for dim in range(n_dims - 1)) - this_batch[key] = batch[key][i : i + 1].repeat(repeats)[:317] - else: - this_batch[key] = batch[key] + new_batch = construct_batch_by_sample_duplication(og_batch, i) # Save fopr both train and val - torch.save(this_batch, f"{tmpdirname}/train/{file_n:06}.pt") - torch.save(this_batch, f"{tmpdirname}/val/{file_n:06}.pt") + torch.save(new_batch, f"{tmpdirname}/train/{file_n:06}.pt") + torch.save(new_batch, f"{tmpdirname}/val/{file_n:06}.pt") file_n += 1 - times += [batch[BatchKey.gsp_time_utc][i].numpy().astype("datetime64[s]")] - + times += [new_batch[BatchKey.gsp_time_utc][i].numpy().astype("datetime64[s]")] + times = np.unique(np.sort(np.concatenate(times))) da_output = xr.DataArray( @@ -79,7 +109,7 @@ def sample_data(): ) ds.to_zarr(f"{tmpdirname}/gsp.zarr") - + yield tmpdirname, f"{tmpdirname}/gsp.zarr" @@ -109,7 +139,7 @@ def model_kwargs(): # These kwargs define the pvnet model which the summation model uses kwargs = dict( model_name="openclimatefix/pvnet_v2", - model_version="805ca9b2ee3120592b0b70b7c75a454e2b4e4bec", + model_version="22e577100d55787eb2547d701275b9bb48f7bfa0", ) return kwargs diff --git a/tests/data/sample_batches/data_configuration.yaml b/tests/data/sample_batches/data_configuration.yaml deleted file mode 100644 index 697651b..0000000 --- a/tests/data/sample_batches/data_configuration.yaml +++ /dev/null @@ -1,81 +0,0 @@ -general: - description: Config for producing batches on GCP - name: gcp_pvnet - -input_data: - default_history_minutes: 120 - default_forecast_minutes: 480 - - gsp: - gsp_zarr_path: gs://solar-pv-nowcasting-data/PV/GSP/v5/pv_gsp.zarr - history_minutes: 120 - forecast_minutes: 480 - time_resolution_minutes: 30 - start_datetime: "2020-01-01T00:00:00" - end_datetime: "2021-09-01T00:00:00" - gsp_image_size_pixels_height: 64 - gsp_image_size_pixels_width: 64 - gsp_meters_per_pixel: 2000 - n_gsp_per_example: 32 - is_live: false - log_level: DEBUG - metadata_only: false - - nwp: - nwp_zarr_path: /mnt/disks/nwp/UKV_intermediate_version_7.zarr - history_minutes: 120 - forecast_minutes: 480 - time_resolution_minutes: 60 - nwp_channels: - - t # live = t2m - - dswrf - nwp_image_size_pixels_height: 24 - nwp_image_size_pixels_width: 24 - nwp_meters_per_pixel: 2000 - log_level: DEBUG - - satellite: - satellite_zarr_path: - - /mnt/disks/data_ssd/2017_nonhrv.zarr - - /mnt/disks/data_ssd/2018_nonhrv.zarr - - /mnt/disks/data_ssd/2019_nonhrv.zarr - - /mnt/disks/data_ssd/2020_nonhrv.zarr - - /mnt/disks/data_ssd/2021_nonhrv.zarr - history_minutes: 90 - forecast_minutes: 0 - time_resolution_minutes: 5 - satellite_channels: - - IR_016 - - IR_039 - - IR_087 - - IR_097 - - IR_108 - - IR_120 - - IR_134 - - VIS006 - - VIS008 - - WV_062 - - WV_073 - satellite_image_size_pixels_height: 24 - satellite_image_size_pixels_width: 24 - satellite_meters_per_pixel: 6000 - keep_dawn_dusk_hours: 4 - live_delay_minutes: 30 - is_live: false - log_level: DEBUG - - hrvsatellite: - hrvsatellite_zarr_path: - - gs://solar-pv-nowcasting-data/satellite/EUMETSAT/SEVIRI_RSS/v4/2019_hrv.zarr - - gs://solar-pv-nowcasting-data/satellite/EUMETSAT/SEVIRI_RSS/v4/2020_hrv.zarr - - gs://solar-pv-nowcasting-data/satellite/EUMETSAT/SEVIRI_RSS/v4/2021_hrv.zarr - history_minutes: 60 - forecast_minutes: 0 - time_resolution_minutes: 5 - hrvsatellite_channels: - - HRV - hrvsatellite_image_size_pixels_height: 24 - hrvsatellite_image_size_pixels_width: 24 - -output_data: - filepath: "not-needed" diff --git a/tests/data/sample_batches/train/000000.pt b/tests/data/sample_batches/train/000000.pt deleted file mode 100644 index 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zLry)jKXm@3&-MJDR*#5!9~R!suH$%;ui#-l`wwjzzERJ?$tP8tt>=gp&b46fmwwTy zBlk~b`&f(nZR(CK#r=09(`4uVgq2M^hhp)2>3-CkRd z`zw-_wzyxa+_7BTKiQ{IQtr22@#tL+egEC1pxb)(A0I#NQ9TD|EeY7_%I<~D?w%~u$p~5A6e7${(`jjYEyqK?d z(c&eFc>Cz7WZ~jIg?)>7mn>1FSji$qOBTV)#Pb_f*8h~mgAq_Q2G0KTPfD^ZUsN$P zzJ~|HiyPnk74@H+6ztKtOZ2x#y6&cR|A2cW`{vEt+Map4^?*L@y7y|^u2=Ne-;6!I z*~42K&?Ct=uh&oTU$0BXyraK6BX;}#5jqscx9^@V<@wLj@^0bi?-nl8VWI#0L>`Q! z->iGu75&}s7XE!s%lQ5c^#AMCP}S_>;7PT>vq7r=r8+5e|dy| z;llp9IT+u*++$(%mrF)}IeY!B%OmuvjBmTsYf-e9zbkW@xI@CS=tUXdF6{M7^mo7O zPOo26SNQjrH+}c=ciow-?8ICCadgOfe7myu(&#IH=l0!V<%|6L%BNRFfBC!atePz( z{NG>hu{!$8-*un?!MFMt3d-uDD$Bg_T?Z3Ypx+mJZ-vu1?pPGNW?rA&PyWhnd^`H2C z`>xkJzi)TrcbhTl|J(ca-O!KG-u-SbM*XG#_TAGSu5Z` Date: Thu, 21 Dec 2023 14:41:48 +0000 Subject: [PATCH 4/5] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- pvnet_summation/data/datamodule.py | 2 +- tests/conftest.py | 17 ++++++++--------- 2 files changed, 9 insertions(+), 10 deletions(-) diff --git a/pvnet_summation/data/datamodule.py b/pvnet_summation/data/datamodule.py index 175e705..14d85ca 100644 --- a/pvnet_summation/data/datamodule.py +++ b/pvnet_summation/data/datamodule.py @@ -2,9 +2,9 @@ import torch from lightning.pytorch import LightningDataModule +from ocf_datapipes.batch import BatchKey from ocf_datapipes.load import OpenGSP from ocf_datapipes.training.pvnet import normalize_gsp -from ocf_datapipes.batch import BatchKey from torch.utils.data import DataLoader from torch.utils.data.datapipes.datapipe import IterDataPipe from torch.utils.data.datapipes.iter import FileLister, Zipper diff --git a/tests/conftest.py b/tests/conftest.py index 7d5e89a..e756706 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -20,10 +20,10 @@ def construct_batch_by_sample_duplication(og_batch, i): """From a batch of data, take the ith sample and repeat it 317 to create a new batch""" new_batch = {} - + # Need to loop through these keys and add to batch ununsed_keys = list(og_batch.keys()) - + # NWP is nested so needs to be treated differently if BatchKey.nwp in og_batch: og_nwp_batch = og_batch[BatchKey.nwp] @@ -38,10 +38,10 @@ def construct_batch_by_sample_duplication(og_batch, i): else: new_nwp_source_batch[key] = value new_nwp_batch[nwp_source] = new_nwp_source_batch - + new_batch[BatchKey.nwp] = new_nwp_batch ununsed_keys.remove(BatchKey.nwp) - + for key in ununsed_keys: if isinstance(og_batch[key], torch.Tensor): n_dims = len(og_batch[key].shape) @@ -49,7 +49,7 @@ def construct_batch_by_sample_duplication(og_batch, i): new_batch[key] = og_batch[key][i : i + 1].repeat(repeats)[:317] else: new_batch[key] = og_batch[key] - + return new_batch @@ -66,9 +66,8 @@ def sample_data(): file_n = 0 for file in glob.glob("tests/test_data/sample_batches/train/*.pt"): og_batch = torch.load(file) - + for i in range(og_batch[BatchKey.gsp_time_utc].shape[0]): - # Duplicate sample to fake 317 GSPs new_batch = construct_batch_by_sample_duplication(og_batch, i) @@ -79,7 +78,7 @@ def sample_data(): file_n += 1 times += [new_batch[BatchKey.gsp_time_utc][i].numpy().astype("datetime64[s]")] - + times = np.unique(np.sort(np.concatenate(times))) da_output = xr.DataArray( @@ -109,7 +108,7 @@ def sample_data(): ) ds.to_zarr(f"{tmpdirname}/gsp.zarr") - + yield tmpdirname, f"{tmpdirname}/gsp.zarr" From 0356c901bee5c093c50b4c774cfc71e582cf0753 Mon Sep 17 00:00:00 2001 From: James Fulton Date: Thu, 21 Dec 2023 14:50:56 +0000 Subject: [PATCH 5/5] remove python 3.12 default --- .github/workflows/workflows.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/workflows.yaml b/.github/workflows/workflows.yaml index d5b946a..28f1ff1 100644 --- a/.github/workflows/workflows.yaml +++ b/.github/workflows/workflows.yaml @@ -16,3 +16,4 @@ jobs: sudo_apt_install: "libgeos++-dev libproj-dev proj-data proj-bin" # brew_install: "proj geos librttopo" os_list: '["ubuntu-latest"]' + python-version: "['3.10', '3.11']"

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