From 9329d7463ff717300209d606e2762cbebeec0da1 Mon Sep 17 00:00:00 2001 From: Lilly Thomas Date: Sun, 24 Mar 2024 23:37:16 -0700 Subject: [PATCH] fix indexing --- docs/patch_level_cloud_cover.ipynb | 313 +++++++---------------------- 1 file changed, 68 insertions(+), 245 deletions(-) diff --git a/docs/patch_level_cloud_cover.ipynb b/docs/patch_level_cloud_cover.ipynb index 91734f60..10810b6f 100644 --- a/docs/patch_level_cloud_cover.ipynb +++ b/docs/patch_level_cloud_cover.ipynb @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "adb0b69a-faa2-4bfc-9cdd-d2294de9bec8", "metadata": {}, "outputs": [], @@ -105,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "2a1ac2ef", "metadata": {}, "outputs": [], @@ -150,46 +150,10 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "3cccf2b9", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/conda/envs/pytorch_custom/lib/python3.10/site-packages/stackstac/prepare.py:408: UserWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n", - " times = pd.to_datetime(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(1, 4, 512, 512)\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Extract coordinate system from first item\n", "epsg = items_L2A[0].properties[\"proj:epsg\"]\n", @@ -240,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "c3973124-c4ea-4e19-984c-19400ae5a2a0", "metadata": {}, "outputs": [], @@ -275,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "9e50d97e-e756-4584-acb0-5af01ad0cc75", "metadata": {}, "outputs": [], @@ -291,24 +255,10 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "id": "22aa5c54-5336-4b52-a927-6748448a146d", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Chunk (4, 7): Cloud percentage = 86\n", - "Chunk (4, 8): Cloud percentage = 89\n", - "Chunk (5, 6): Cloud percentage = 56\n", - "Chunk (5, 7): Cloud percentage = 100\n", - "Chunk (5, 8): Cloud percentage = 73\n", - "Chunk (7, 0): Cloud percentage = 77\n", - "Chunk (8, 0): Cloud percentage = 57\n" - ] - } - ], + "outputs": [], "source": [ "# Define the chunk size for tiling\n", "chunk_size = {'x': 32, 'y': 32} # Adjust the chunk size as needed\n", @@ -332,8 +282,8 @@ "transform = ds_chunked_L2A.attrs['transform']\n", "crs = ds_chunked_L2A.attrs['crs']\n", "\n", - "for x in range((ds_chunked_L2A.sizes['x'] // chunk_size['x']) + 1):\n", - " for y in range((ds_chunked_L2A.sizes['y'] // chunk_size['y']) + 1):\n", + "for x in range((ds_chunked_L2A.sizes['x'] // chunk_size['x'])): # + 1):\n", + " for y in range((ds_chunked_L2A.sizes['y'] // chunk_size['y'])): # + 1):\n", " # Compute chunk coordinates\n", " x_start = x * chunk_size['x']\n", " y_start = y * chunk_size['y']\n", @@ -380,8 +330,8 @@ "outputs": [], "source": [ "DATA_DIR = \"data/minicubes_cloud\"\n", - "CKPT_PATH = \"https://huggingface.co/made-with-clay/Clay/resolve/main/Clay_v0.1_epoch-24_val-loss-0.46.ckpt\"\n", - "\n", + "CKPT_PATH = (\"https://huggingface.co/made-with-clay/Clay/resolve/main/\"\n", + " \"Clay_v0.1_epoch-24_val-loss-0.46.ckpt\")\n", "# Load model\n", "multi_model = CLAYModule.load_from_checkpoint(\n", " CKPT_PATH,\n", @@ -446,20 +396,10 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "aae59ecf-2316-4861-b15c-99e90873a04d", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1\n", - "(1, 258, 768)\n", - "(1, 256, 768)\n" - ] - } - ], + "outputs": [], "source": [ "print(len(embeddings[0])) # embeddings is a list\n", "print(embeddings[0].shape) # with date and lat/lon\n", @@ -468,7 +408,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "8dbecc66-dce7-4265-b9fa-83f10070bc61", "metadata": {}, "outputs": [], @@ -479,28 +419,17 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "5ea85d1b-bd4d-45b6-b679-12d10e029707", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(1, 16, 16, 768)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "embeddings_patch.shape" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "e4e621eb-28c6-4aa4-83f2-4ad6c074e468", "metadata": {}, "outputs": [], @@ -511,21 +440,10 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "4536912c-8919-47a9-9945-f3576ef4f7ab", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(16, 16, 768)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "embeddings_patch_avg_group.shape" ] @@ -541,7 +459,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "c061304a-f5f5-42a4-a62c-a93e17a7c547", "metadata": {}, "outputs": [], @@ -565,19 +483,22 @@ " embeddings_output_patch = embeddings_patch_avg_group[i, j]\n", "\n", " item_ = [element for element in list(chunk_bounds.items()) if element[0] == (i,j)]\n", - " box_ = [item_[0][1]['lon_start'], item_[0][1]['lat_start'],item_[0][1]['lon_end'], item_[0][1]['lat_end']]\n", + " box_ = [item_[0][1]['lon_start'], item_[0][1]['lat_start'],\n", + " item_[0][1]['lon_end'], item_[0][1]['lat_end']]\n", " cloud_pct_ = [element for element in list(cloud_pcts.items()) if element[0] == (i,j)]\n", " source_url = batch[\"source_url\"]\n", " date = batch[\"date\"]\n", " data = {\n", " \"source_url\": batch[\"source_url\"][0],\n", - " \"date\": pd.to_datetime(arg=date, format=\"%Y-%m-%d\").astype(dtype=\"date32[day][pyarrow]\"),\n", + " \"date\": pd.to_datetime(arg=date, \n", + " format=\"%Y-%m-%d\").astype(dtype=\"date32[day][pyarrow]\"),\n", " \"embeddings\": [numpy.ascontiguousarray(embeddings_output_patch)],\n", " \"cloud_cover\": cloud_pct_[0][1]\n", " }\n", " \n", " # Define the bounding box as a Polygon (xmin, ymin, xmax, ymax)\n", - " # The box_ list is encoded as [bottom left x, bottom left y, top right x, top right y]\n", + " # The box_ list is encoded as \n", + " # [bottom left x, bottom left y, top right x, top right y]\n", " box_emb = shapely.geometry.box(box_[0], box_[1], box_[2], box_[3])\n", " \n", " # Create the GeoDataFrame\n", @@ -586,7 +507,8 @@ " # Reproject to WGS84 (lon/lat coordinates)\n", " gdf = gdf.to_crs(epsg=4326)\n", "\n", - " outpath = f\"{outdir_embeddings}/{batch['source_url'][0].split('/')[-1][:-4]}_{i}_{j}.gpq\"\n", + " outpath = (f\"{outdir_embeddings}/\"\n", + " f\"{batch['source_url'][0].split('/')[-1][:-4]}_{i}_{j}.gpq\")\n", " gdf.to_parquet(path=outpath, compression=\"ZSTD\", schema_version=\"1.0.0\")\n", " print(\n", " f\"Saved {len(gdf)} rows of embeddings of \"\n", @@ -605,7 +527,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": null, "id": "d0e2c9b5-5bd7-4356-b9e5-ebe6f2b65692", "metadata": {}, "outputs": [], @@ -615,7 +537,7 @@ }, { "cell_type": "code", - "execution_count": 99, + "execution_count": null, "id": "36787000-a1da-4e26-a9d4-120361720b6a", "metadata": {}, "outputs": [], @@ -627,7 +549,8 @@ "for emb in glob.glob(f\"{outdir_embeddings}/*.gpq\"):\n", " gdf = gpd.read_parquet(emb)\n", " gdf[\"year\"] = gdf.date.dt.year\n", - " gdf[\"tile\"] = gdf[\"source_url\"].apply(lambda x: Path(x).stem.rsplit(\"/\")[-1].rsplit(\"_\")[0])\n", + " gdf[\"tile\"] = gdf[\"source_url\"].apply(lambda x: Path(x)\n", + " .stem.rsplit(\"/\")[-1].rsplit(\"_\")[0])\n", " gdf[\"idx\"] = '_'.join(emb.split(\"/\")[-1].split(\"_\")[2:]).replace('.gpq', '')\n", " gdf[\"box\"] = [box(*geom.bounds) for geom in gdf.geometry]\n", " gdfs.append(gdf)\n", @@ -647,7 +570,7 @@ }, { "cell_type": "code", - "execution_count": 100, + "execution_count": null, "id": "4c9ca836-6370-495a-abd3-d5f42a4f5b55", "metadata": {}, "outputs": [], @@ -658,23 +581,10 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": null, "id": "7e702ea0-fcd2-4c26-9cb1-54b5e86d98c6", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Index(['source_url', 'date', 'embeddings', 'cloud_cover', 'geometry', 'year',\n", - " 'tile', 'idx', 'box'],\n", - " dtype='object')" - ] - }, - "execution_count": 101, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "embeddings_gdf.columns" ] @@ -689,39 +599,10 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "f026d88d-09d8-46df-9b91-13a9b9480251", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/conda/envs/pytorch_custom/lib/python3.10/site-packages/stackstac/prepare.py:408: UserWarning: The argument 'infer_datetime_format' is deprecated and will be removed in a future version. A strict version of it is now the default, see https://pandas.pydata.org/pdeps/0004-consistent-to-datetime-parsing.html. You can safely remove this argument.\n", - " times = pd.to_datetime(\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "embeddings_gdf_shuffled = embeddings_gdf.sample(frac=1).reset_index(drop=True)\n", "\n", @@ -731,9 +612,8 @@ "epsg = items_L2A[0].properties[\"proj:epsg\"]\n", "\n", "# Convert point from lon/lat to UTM projection\n", - "box_embedding = gpd.GeoDataFrame(crs=\"OGC:CRS84\", geometry=[area_of_interest_embedding]).to_crs(\n", - " epsg\n", - ")\n", + "box_embedding = gpd.GeoDataFrame(crs=\"OGC:CRS84\", \n", + " geometry=[area_of_interest_embedding]).to_crs(epsg)\n", "geom_embedding = box_embedding.iloc[0].geometry\n", "\n", "# Create bounds of the correct size, the model\n", @@ -774,21 +654,10 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": null, "id": "b06f1d53-7edf-423e-9ffa-055c267600db", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 138, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "db.drop_table(\"clay-v001\")\n", "db.table_names()" @@ -796,18 +665,10 @@ }, { "cell_type": "code", - "execution_count": 139, + "execution_count": null, "id": "951dd959-844d-43cf-902d-5b0730c314ae", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[2024-03-20T23:57:47Z WARN lance::dataset] No existing dataset at /home/ubuntu/dep/model/embeddings/clay-v001.lance, it will be created\n" - ] - } - ], + "outputs": [], "source": [ "tbl = db.create_table(\"clay-v001\", data=data, mode=\"overwrite\")" ] @@ -822,7 +683,7 @@ }, { "cell_type": "code", - "execution_count": 152, + "execution_count": null, "id": "48f57d1b-7601-418a-a758-eb56cf69ddbb", "metadata": {}, "outputs": [], @@ -846,20 +707,10 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": null, "id": "1191aab5-5348-4650-a09a-55e6b2c3140d", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Chunk (4, 7): Cloud percentage = 86\n", - "Chunk (4, 8): Cloud percentage = 89\n", - "Chunk (5, 7): Cloud percentage = 100\n" - ] - } - ], + "outputs": [], "source": [ "# Get indices for patches where cloud percentages exceed some interesting threshold\n", "cloudy_indices = []\n", @@ -871,7 +722,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": null, "id": "04cc3b3d-9b71-4234-8de8-a118ed9f0f55", "metadata": {}, "outputs": [], @@ -881,7 +732,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": null, "id": "37a66637-c8bf-4ca7-96bd-8189a438f83b", "metadata": {}, "outputs": [], @@ -899,7 +750,7 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": null, "id": "b3211745-fbbe-4c97-8ba6-00a54ea3491c", "metadata": { "scrolled": true @@ -916,19 +767,19 @@ }, { "cell_type": "code", - "execution_count": 155, + "execution_count": null, "id": "3780012f-8cfe-4896-a872-a322fbc38237", "metadata": { "scrolled": true }, "outputs": [], "source": [ - "v_non_cloudy = get_average_vector(non_cloudy_indices[0:10])" + "v_non_cloudy = get_average_vector(non_cloudy_indices)" ] }, { "cell_type": "code", - "execution_count": 157, + "execution_count": null, "id": "a085c025-c9e9-4f26-9333-558bc3891c5e", "metadata": {}, "outputs": [], @@ -946,7 +797,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": null, "id": "23691ff2-3fa8-47e9-9eb9-bfe0731d32b6", "metadata": {}, "outputs": [], @@ -1011,21 +862,10 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": null, "id": "3ce75d35-749c-41ad-9dcb-57ee030082b3", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Make geodataframe of the search results\n", "# cloudy\n", - "result_cloudy_boxes = [Polygon([(bbox[0], bbox[1]), (bbox[2], bbox[1]), (bbox[2], bbox[3]), (bbox[0], bbox[3])]) for bbox in result_cloudy['box']]\n", + "result_cloudy_boxes = [\n", + " Polygon([(bbox[0], bbox[1]), (bbox[2], bbox[1]), (bbox[2], bbox[3]), (bbox[0], bbox[3])]) \n", + " for bbox in result_cloudy['box']]\n", "result_cloudy_gdf = gpd.GeoDataFrame(result_cloudy, geometry=result_cloudy_boxes)\n", "result_cloudy_gdf.crs = \"EPSG:4326\"\n", "# non-cloudy\n", - "result_non_cloudy_boxes = [Polygon([(bbox[0], bbox[1]), (bbox[2], bbox[1]), (bbox[2], bbox[3]), (bbox[0], bbox[3])]) for bbox in result_non_cloudy['box']]\n", + "result_non_cloudy_boxes = [\n", + " Polygon([(bbox[0], bbox[1]), (bbox[2], bbox[1]), (bbox[2], bbox[3]), (bbox[0], bbox[3])]) \n", + " for bbox in result_non_cloudy['box']]\n", "result_non_cloudy_gdf = gpd.GeoDataFrame(result_non_cloudy, geometry=result_non_cloudy_boxes)\n", "result_non_cloudy_gdf.crs = \"EPSG:4326\"\n", "\n", "# Plot the AOI in RGB\n", - "stack_L2A.sel(band=[\"red\", \"green\", \"blue\"]).plot.imshow(row=\"time\", rgb=\"band\", vmin=0, vmax=2000)\n", + "plot = stack.sel(band=[\"B04\", \"B03\", \"B02\"]).plot\n", + "plot.imshow(row=\"time\", rgb=\"band\", vmin=0, vmax=2000)\n", "\n", "# Overlay the bounding boxes of the patches identified from the similarity search\n", "result_cloudy_gdf.to_crs(epsg).plot(ax=plt.gca(), color='red', alpha=0.5)\n",