+ 
+
+
+RDWATCH is maintained and supported by [Kitware](https://www.kitware.com).
+
+
+## RDWATCH Features
+
+## For Developers
+
+- **Scalable and Modular Architecture**: Built on top of widely used Django web framework and open source geospatial technologies in a architecture that is flexible and extensible.
+
+- **Efficient Data Management**: RDWATCH provides domain specific data models that provide fast search across data types.
+
+- **Advanced Technology Stack**: Leverage dynamic vector tiles, open standards like STAC, and open-source software (MapLibre, Vue.js) on AWS for scalability.
+
+## For Annotators and Analysts
+
+- **Enhanced Workflow**: Interfaces for efficient monitoring, annotating, and visualizing geospatial data within a geospatial context.
+
+- **Interactive Visualizations**: Dynamic observation of data changes over time, directly in the web interface, enhancing the annotation process.
+
+- **Exporting Capabilities**: Easily export model outputs and imagery, facilitating collaboration and sharing in formats like GIF and GeoJSON.
+
+
+## Documentation
+
+* [Development](https://github.com/ResonantGeoData/RD-WATCH/blob/main/DEVELOPMENT.md)
+
+* [Data Ingestion](https://github.com/ResonantGeoData/RD-WATCH/blob/main/INGESTION.md)
+
+
+## Related Work
+
+* [Danesfield](https://github.com/Kitware/Danesfield-App)
+
+
+## Acknowledgement
+
+This research is based upon work supported in part by the Office of the
+Director of National Intelligence (ODNI), 6 Intelligence Advanced Research
+Projects Activity (IARPA), via 2021-2011000005. The views and conclusions
+contained herein are those of the authors and should not be interpreted as
+necessarily representing the official policies, either expressed or implied, of
+ODNI, IARPA, or the U.S. Government. The U.S. Government is authorized to
+reproduce and distribute reprints for governmental purposes, notwithstanding any
+copyright annotation therein.
+
+For more information, visit [RDWATCH on GitHub](https://github.com/ResonantGeoData/RD-WATCH).
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 000000000..48bdb7f99
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,52 @@
+
+site_name: RD-WATCH
+site_url: https://github.io/ResonantGeoData/RD-WATCH
+site_description: Documentation for RD-WATCH
+site_author: Kitware
+
+repo_url: https://github.com/ResonantGeoData/RD-WATCH
+
+theme:
+ name: material
+ highlightjs: true
+ logo: images/General/logo.svg
+ palette:
+ primary: grey
+ features:
+ - navigation.tabs
+ - navigation.tabs.sticky
+ - navigation.expand
+
+extra_css: [extra.css]
+
+markdown_extensions:
+ - admonition
+ - attr_list
+ - md_in_html
+ - pymdownx.keys
+ - pymdownx.mark
+ - pymdownx.highlight:
+ linenums: true
+ - pymdownx.superfences
+ - pymdownx.emoji:
+ emoji_index: !!python/name:material.extensions.emoji.twemoji
+ emoji_generator: !!python/name:material.extensions.emoji.to_svg
+
+extra:
+ social:
+ - icon: fontawesome/brands/github
+ link: https://github.com/ResonantGeoData/RD-WATCH
+
+nav:
+ - Home: index.md
+ - User Guide:
+ - Vocabulary: ./UserGuide/Vocabulary.md
+ - Using RDWATCH:
+ - Home: ./UserGuide/UsingRDWatch.md
+ - Left Side Panel: ./UserGuide/LeftSidePanel.md
+ - Layer Manager: ./UserGuide/LayerManager.md
+ - Developer Documentation:
+ - Getting Started: ./DevDocs/GettingStarted.md
+ - Ingesting Data: ./DevDocs/IngestingData.md
+ - Architecture: ./DevDocs/Architecture.md
+ - Satellite Images: ./DevDocs/SatelliteImages.md
diff --git a/rdwatch/core/tasks/__init__.py b/rdwatch/core/tasks/__init__.py
index 6b95e7e83..f0adc8201 100644
--- a/rdwatch/core/tasks/__init__.py
+++ b/rdwatch/core/tasks/__init__.py
@@ -537,7 +537,7 @@ def cancel_generate_images_task(model_run_id: UUID4) -> None:
@shared_task
def generate_site_images(
- evaluation_id: UUID4,
+ site_id: UUID4,
constellation=['WV'], # noqa
force=False, # forced downloading found_timestamps again
dayRange=14,
@@ -546,7 +546,7 @@ def generate_site_images(
scale: Literal['default', 'bits'] | list[int] = 'default',
bboxScale: float = BboxScaleDefault,
):
- siteeval = SiteEvaluation.objects.get(pk=evaluation_id)
+ siteeval = SiteEvaluation.objects.get(pk=site_id)
with transaction.atomic():
# Use select_for_update here to lock the SatelliteFetching row
# for the duration of this transaction in order to ensure its
@@ -570,7 +570,7 @@ def generate_site_images(
status=SatelliteFetching.Status.RUNNING,
)
task_id = get_siteobservation_images_task.delay(
- evaluation_id,
+ site_id,
constellation,
force,
dayRange,
diff --git a/rdwatch/core/utils/worldview/__init__.py b/rdwatch/core/utils/worldview/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/rdwatch/core/utils/worldview/raster_tile.py b/rdwatch/core/utils/worldview/raster_tile.py
deleted file mode 100644
index 4441f9a23..000000000
--- a/rdwatch/core/utils/worldview/raster_tile.py
+++ /dev/null
@@ -1,39 +0,0 @@
-import rasterio # type: ignore
-from rio_tiler.io.rasterio import Reader
-from rio_tiler.utils import pansharpening_brovey
-
-from rdwatch.core.utils.worldview.satellite_captures import WorldViewCapture
-
-
-def get_worldview_visual_tile(
- capture: WorldViewCapture, z: int, x: int, y: int
-) -> bytes:
- with rasterio.Env(GDAL_DISABLE_READDIR_ON_OPEN='EMPTY_DIR'):
- with Reader(input=capture.uri) as img:
- info = img.info()
- red = info.colorinterp.index('red') + 1 # type: ignore
- green = info.colorinterp.index('green') + 1 # type: ignore
- blue = info.colorinterp.index('blue') + 1 # type: ignore
- rgb = img.tile(x, y, z, tilesize=512, indexes=(red, green, blue))
-
- if capture.image_representation != 'RGB' and capture.panuri:
- with Reader(input=capture.panuri) as img:
- pan = img.tile(x, y, z, tilesize=512)
- rgb = rgb.from_array(
- pansharpening_brovey(rgb.data, pan.data, 0.2, 'uint16')
- )
-
- if capture.bits_per_pixel != 8:
- max_bits = 2**capture.bits_per_pixel - 1
- rgb.rescale(in_range=((0, max_bits),))
-
- if capture.image_representation != 'RGB':
- rgb.apply_color_formula(
- f'gamma R 1.3 '
- f'gamma G {1 - (0.03 / 3.0)} '
- f'gamma B {1 - 0.03} '
- f'sigmoidal RGB 5 0.2 '
- 'saturation 1.2'
- )
-
- return rgb.render(img_format='WEBP')
diff --git a/rdwatch/core/utils/worldview/satellite_captures.py b/rdwatch/core/utils/worldview/satellite_captures.py
deleted file mode 100644
index 6704404c8..000000000
--- a/rdwatch/core/utils/worldview/satellite_captures.py
+++ /dev/null
@@ -1,161 +0,0 @@
-import logging
-from dataclasses import dataclass
-from datetime import datetime, timedelta
-from typing import Literal, cast
-
-from rdwatch.core.utils.worldview.stac_search import worldview_search
-
-logger = logging.getLogger(__name__)
-
-
-@dataclass(frozen=True)
-class WorldViewImage:
- bits_per_pixel: int
- instrument: Literal['vis-multi', 'panchromatic', 'swir-multi']
- image_representation: Literal['MULTI', 'MONO', 'RGB']
- mission: Literal['WV01', 'GE01', 'WV02', 'WV03', 'WV04']
- timestamp: datetime
- bbox: tuple[float, float, float, float]
- uri: str
-
-
-@dataclass(frozen=True)
-class WorldViewCapture:
- bits_per_pixel: int
- image_representation: Literal['MULTI', 'MONO', 'RGB']
- mission: Literal['WV01', 'GE01', 'WV02', 'WV03', 'WV04']
- timestamp: datetime
- bbox: tuple[float, float, float, float]
- uri: str
- panuri: str | None
-
-
-def get_features(
- timestamp: datetime,
- bbox: tuple[float, float, float, float],
- timebuffer: timedelta,
-):
- results = worldview_search(timestamp, bbox, timebuffer=timebuffer)
- yield from results['features']
-
-
-def get_captures(
- timestamp: datetime,
- bbox: tuple[float, float, float, float],
- timebuffer: timedelta | None = None,
- window: timedelta | None = None,
- pan_required=False,
-) -> list[WorldViewCapture]:
- if timebuffer is None:
- timebuffer = timedelta(hours=1)
- if window is None:
- window = timedelta(days=1)
-
- images = [
- WorldViewImage(
- mission=feature['properties']['mission'],
- instrument=feature['properties']['instruments'][0],
- image_representation=feature['properties']['nitf:image_representation'],
- bits_per_pixel=feature['properties']['nitf:bits_per_pixel'],
- timestamp=datetime.fromisoformat(
- feature['properties']['datetime'].rstrip('Z')
- ),
- bbox=cast(tuple[float, float, float, float], tuple(feature['bbox'])),
- uri=feature['assets']['data']['href'],
- )
- for feature in get_features(timestamp, bbox, timebuffer=timebuffer)
- if feature['properties']['instruments'][0] in {'vis-multi', 'panchromatic'}
- and feature['properties']['nitf:compression'] == 'NC'
- ]
- images.sort(key=lambda i: i.timestamp)
-
- # find each vis-multi image's related panchromatic image
- captures: list[WorldViewCapture] = []
- for i, image in enumerate(images):
- if image.instrument == 'vis-multi':
- left = i - 1
- right = i + 1
- while (
- left >= 0
- and images[left].instrument != 'panchromatic'
- and abs(images[left].timestamp - image.timestamp) < timedelta(hours=1)
- ):
- left -= 1
- while (
- right < len(captures)
- and images[right].instrument != 'panchromatic'
- and abs(images[right].timestamp - image.timestamp) < timedelta(hours=1)
- ):
- right += 1
-
- if left < 0 and right < len(captures):
- candidate_panimg = images[right]
- elif left >= 0 and right >= len(captures):
- candidate_panimg = images[left]
- elif left >= 0 and right < len(captures):
- candidate_panimg = (
- images[right]
- if abs(images[right].timestamp - image.timestamp)
- < abs(images[left].timestamp - image.timestamp)
- else images[left]
- )
- else:
- candidate_panimg = None
-
- if candidate_panimg is not None:
- panuri = (
- candidate_panimg.uri
- if (
- candidate_panimg.instrument == 'panchromatic'
- and abs(candidate_panimg.timestamp - image.timestamp)
- < timedelta(hours=1)
- )
- else None
- )
- else:
- panuri = None
-
- if not pan_required or panuri is not None:
- captures.append(
- WorldViewCapture(
- image_representation=image.image_representation,
- bits_per_pixel=image.bits_per_pixel,
- mission=image.mission,
- timestamp=image.timestamp,
- bbox=image.bbox,
- uri=image.uri,
- panuri=panuri,
- )
- )
-
- # choose the best quality capture for each time `window`
- binned_captures: list[WorldViewCapture] = []
- blacklist: set[int] = set()
- for image_representation in ('RGB', 'MULTI'):
- for haspan in (True, False):
- for mission in ('WV04', 'WV03', 'WV02', 'GE01', 'WV01'):
- for i, capture in enumerate(captures):
- if (
- i not in blacklist
- and capture.mission == mission
- and capture.image_representation == image_representation
- and (not haspan or capture.panuri is not None)
- ):
- blacklist.add(i)
- binned_captures.append(capture)
-
- j = i - 1
- min_time = capture.timestamp - window
- while j >= 0 and captures[j].timestamp > min_time:
- blacklist.add(j)
- j -= 1
-
- j = i + 1
- max_time = capture.timestamp + window
- while j < len(captures) and captures[j].timestamp < max_time:
- blacklist.add(j)
- j += 1
-
- binned_captures.sort(key=lambda c: c.timestamp)
-
- return binned_captures
diff --git a/rdwatch/core/utils/worldview/stac_search.py b/rdwatch/core/utils/worldview/stac_search.py
deleted file mode 100644
index da5d49d9c..000000000
--- a/rdwatch/core/utils/worldview/stac_search.py
+++ /dev/null
@@ -1,90 +0,0 @@
-from datetime import datetime, timedelta
-from typing import Literal, TypedDict, cast
-
-from pystac_client import Client
-
-from django.conf import settings
-
-
-class EOBand(TypedDict):
- name: str
-
-
-class Link(TypedDict):
- rel: str
- href: str
-
-
-Asset = TypedDict(
- 'Asset',
- {
- 'eo:bands': list[EOBand],
- 'href': str,
- },
-)
-
-Properties = TypedDict(
- 'Properties',
- {
- 'datetime': str,
- 'mission': Literal['WV01', 'GE01', 'WV02', 'WV03', 'WV04'],
- 'instruments': list[Literal['vis-multi', 'panchromatic', 'swir-multi']],
- 'nitf:bits_per_pixel': int,
- 'nitf:image_representation': Literal['MULTI', 'MONO', 'RGB'],
- 'nitf:compression': Literal['C8', 'NC'],
- },
-)
-
-
-class Feature(TypedDict):
- id: str
- collection: str
- properties: Properties
- assets: dict[Literal['data'], Asset]
- bbox: list[float]
-
-
-class Context(TypedDict):
- matched: int
- limit: int
-
-
-class Results(TypedDict):
- context: Context
- features: list[Feature]
- links: list[Link]
-
-
-def _fmt_time(time: datetime):
- return f'{time.isoformat()[:19]}Z'
-
-
-def worldview_search(
- timestamp: datetime,
- bbox: tuple[float, float, float, float],
- timebuffer: timedelta | None = None,
-) -> Results:
- stac_catalog = Client.open(
- settings.SMART_STAC_URL,
- headers={'x-api-key': settings.SMART_STAC_KEY},
- )
-
- if timebuffer is not None:
- min_time = timestamp - timebuffer
- max_time = timestamp + timebuffer
- time_str = f'{_fmt_time(min_time)}/{_fmt_time(max_time)}'
- else:
- time_str = f'{_fmt_time(timestamp)}Z'
-
- results = stac_catalog.search(
- method='GET',
- bbox=bbox,
- datetime=time_str,
- collections=['worldview-nitf'],
- limit=100,
- )
-
- # TODO: return `results` directly instead of converting to a dict.
- # Before that can happen, the callers need to be updated to handle
- # an `ItemSearch` object.
- return cast(Results, results.item_collection_as_dict())
diff --git a/tileserver/devServer.mjs b/tileserver/devServer.mjs
deleted file mode 100644
index a593c0d00..000000000
--- a/tileserver/devServer.mjs
+++ /dev/null
@@ -1,34 +0,0 @@
-import Fastify from 'fastify'
-import cors from '@fastify/cors';
-import { getVectorTiles as getRGDVectorTiles } from './rgd.mjs';
-import { getVectorTiles as getScoringVectorTiles } from './scoring.mjs';
-
-const fastify = Fastify({ logger: true });
-await fastify.register(cors);
-
-fastify.get('/api/vector-tiles/tile.pbf', async (request, reply) => {
- const { modelRunId, z, x, y, randomKey, year } = request.query;
-
- const vectorTileData = await getRGDVectorTiles(modelRunId, z, x, y, year, randomKey);
-
- reply.header('Content-Type', 'application/octet-stream');
- reply.code(vectorTileData.length === 0 ? 204 : 200);
-
- reply.send(vectorTileData);
-});
-
-fastify.get('/api/scoring/vector-tiles/tile.pbf', async (request, reply) => {
- const { modelRunId, z, x, y, year } = request.query;
-
- const vectorTileData = await getScoringVectorTiles(modelRunId, z, x, y, year);
-
- reply.header('Content-Type', 'application/octet-stream');
- reply.code(vectorTileData.length === 0 ? 204 : 200);
-
- reply.send(vectorTileData);
-});
-
-// Start the server
-fastify.listen({ port: process.env.PORT, host: '0.0.0.0' }).then((address) => {
- console.log(`Server listening on ${address}`);
-});
diff --git a/tileserver/package-lock.json b/tileserver/package-lock.json
deleted file mode 100644
index 54b94fd5f..000000000
--- a/tileserver/package-lock.json
+++ /dev/null
@@ -1,2219 +0,0 @@
-{
- "name": "@resonantgeodata/rdwatch-vector-tileserver",
- "version": "0.0.8",
- "lockfileVersion": 2,
- "requires": true,
- "packages": {
- "": {
- "name": "@resonantgeodata/rdwatch-vector-tileserver",
- "version": "0.0.8",
- "dependencies": {
- "postgres": "^3.4.4",
- "redis": "^4.6.12"
- },
- "devDependencies": {
- "@fastify/cors": "^8.5.0",
- "@types/pg": "^8.10.9",
- "fastify": "^4.25.2",
- "lambda-stream": "^0.5.0",
- "nodemon": "^3.0.2"
- }
- },
- "node_modules/@fastify/ajv-compiler": {
- "version": "3.5.0",
- "resolved": "https://registry.npmjs.org/@fastify/ajv-compiler/-/ajv-compiler-3.5.0.tgz",
- "integrity": "sha512-ebbEtlI7dxXF5ziNdr05mOY8NnDiPB1XvAlLHctRt/Rc+C3LCOVW5imUVX+mhvUhnNzmPBHewUkOFgGlCxgdAA==",
- "dev": true,
- "dependencies": {
- "ajv": "^8.11.0",
- "ajv-formats": "^2.1.1",
- "fast-uri": "^2.0.0"
- }
- },
- "node_modules/@fastify/cors": {
- "version": "8.5.0",
- "resolved": "https://registry.npmjs.org/@fastify/cors/-/cors-8.5.0.tgz",
- "integrity": "sha512-/oZ1QSb02XjP0IK1U0IXktEsw/dUBTxJOW7IpIeO8c/tNalw/KjoNSJv1Sf6eqoBPO+TDGkifq6ynFK3v68HFQ==",
- "dev": true,
- "dependencies": {
- "fastify-plugin": "^4.0.0",
- "mnemonist": "0.39.6"
- }
- },
- "node_modules/@fastify/error": {
- "version": "3.4.1",
- "resolved": "https://registry.npmjs.org/@fastify/error/-/error-3.4.1.tgz",
- "integrity": "sha512-wWSvph+29GR783IhmvdwWnN4bUxTD01Vm5Xad4i7i1VuAOItLvbPAb69sb0IQ2N57yprvhNIwAP5B6xfKTmjmQ==",
- "dev": true
- },
- "node_modules/@fastify/fast-json-stringify-compiler": {
- "version": "4.3.0",
- "resolved": "https://registry.npmjs.org/@fastify/fast-json-stringify-compiler/-/fast-json-stringify-compiler-4.3.0.tgz",
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- "dev": true,
- "dependencies": {
- "fast-json-stringify": "^5.7.0"
- }
- },
- "node_modules/@fastify/merge-json-schemas": {
- "version": "0.1.1",
- "resolved": "https://registry.npmjs.org/@fastify/merge-json-schemas/-/merge-json-schemas-0.1.1.tgz",
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- "dev": true,
- "dependencies": {
- "fast-deep-equal": "^3.1.3"
- }
- },
- "node_modules/@redis/bloom": {
- "version": "1.2.0",
- "resolved": "https://registry.npmjs.org/@redis/bloom/-/bloom-1.2.0.tgz",
- "integrity": "sha512-HG2DFjYKbpNmVXsa0keLHp/3leGJz1mjh09f2RLGGLQZzSHpkmZWuwJbAvo3QcRY8p80m5+ZdXZdYOSBLlp7Cg==",
- "peerDependencies": {
- "@redis/client": "^1.0.0"
- }
- },
- "node_modules/@redis/client": {
- "version": "1.5.14",
- "resolved": "https://registry.npmjs.org/@redis/client/-/client-1.5.14.tgz",
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- "dependencies": {
- "cluster-key-slot": "1.1.2",
- "generic-pool": "3.9.0",
- "yallist": "4.0.0"
- },
- "engines": {
- "node": ">=14"
- }
- },
- "node_modules/@redis/graph": {
- "version": "1.1.1",
- "resolved": "https://registry.npmjs.org/@redis/graph/-/graph-1.1.1.tgz",
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- "peerDependencies": {
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- }
- },
- "node_modules/@redis/json": {
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- "peerDependencies": {
- "@redis/client": "^1.0.0"
- }
- },
- "node_modules/@redis/search": {
- "version": "1.1.6",
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- "peerDependencies": {
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- "node_modules/@redis/time-series": {
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- "@redis/client": "^1.0.0"
- }
- },
- "node_modules/@types/node": {
- "version": "20.11.16",
- "resolved": "https://registry.npmjs.org/@types/node/-/node-20.11.16.tgz",
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- "dev": true,
- "dependencies": {
- "undici-types": "~5.26.4"
- }
- },
- "node_modules/@types/pg": {
- "version": "8.11.0",
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diff --git a/tileserver/package.json b/tileserver/package.json
deleted file mode 100644
index 5139c60ee..000000000
--- a/tileserver/package.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
- "name": "@resonantgeodata/rdwatch-vector-tileserver",
- "version": "0.0.8",
- "repository": {
- "type": "git",
- "url": "https://github.com/resonantgeodata/RD-WATCH.git"
- },
- "publishConfig": {
- "@resonantgeodata:registry": "https://npm.pkg.github.com"
- },
- "type": "module",
- "scripts": {
- "dev": "PORT=8001 nodemon devServer.mjs"
- },
- "dependencies": {
- "postgres": "^3.4.4",
- "redis": "^4.6.12"
- },
- "devDependencies": {
- "@fastify/cors": "^8.5.0",
- "@types/pg": "^8.10.9",
- "fastify": "^4.25.2",
- "lambda-stream": "^0.5.0",
- "nodemon": "^3.0.2"
- }
-}
diff --git a/tileserver/rgd.mjs b/tileserver/rgd.mjs
deleted file mode 100644
index 7e44de416..000000000
--- a/tileserver/rgd.mjs
+++ /dev/null
@@ -1,327 +0,0 @@
-import postgres from 'postgres'
-import { commandOptions, createClient } from 'redis';
-
-const sql = postgres(process.env.RDWATCH_POSTGRESQL_URI);
-
-const redisClient = createClient({
- url: process.env.RDWATCH_REDIS_URI,
-});
-
-const logging = process.env.RDWATCH_VECTOR_TILE_LOGGING || false;
-
-await redisClient.connect();
-
-function query(z, x, y, modelRunId, year) {
- return sql`
- WITH evaluations AS (
- SELECT
- "rdwatch_siteevaluation"."id",
- "rdwatch_siteevaluation"."timestamp",
- "rdwatch_siteevaluation"."configuration_id",
- "rdwatch_siteevaluation"."number",
- "rdwatch_siteevaluation"."start_date",
- "rdwatch_siteevaluation"."end_date",
- "rdwatch_siteevaluation"."geom" :: bytea,
- "rdwatch_siteevaluation"."label_id",
- "rdwatch_siteevaluation"."score",
- "rdwatch_siteevaluation"."version",
- "rdwatch_siteevaluation"."notes",
- "rdwatch_siteevaluation"."validated",
- "rdwatch_siteevaluation"."status",
- "rdwatch_siteevaluation"."cache_originator_file",
- "rdwatch_siteevaluation"."cache_timestamp",
- "rdwatch_siteevaluation"."cache_commit_hash",
- "rdwatch_siteevaluation"."id" AS "id",
- "rdwatch_siteevaluation"."id" AS "uuid",
- ST_AsMVTGeom(
- "rdwatch_siteevaluation"."geom",
- ST_TileEnvelope(${z}, ${x}, ${y})
- ) AS "mvtgeom",
- "rdwatch_siteevaluation"."configuration_id" AS "configuration_id",
- "rdwatch_modelrun"."title" AS "configuration_name",
- "rdwatch_observationlabel"."slug" AS "label",
- EXTRACT(
- epoch
- FROM
- "rdwatch_siteevaluation"."timestamp"
- ) :: bigint AS "timestamp",
- EXTRACT(
- epoch
- FROM
- "rdwatch_siteevaluation"."start_date"
- ) :: bigint AS "timemin",
- EXTRACT(
- epoch
- FROM
- "rdwatch_siteevaluation"."end_date"
- ) :: bigint AS "timemax",
- "rdwatch_modelrun"."performer_id" AS "performer_id",
- "rdwatch_performer"."short_code" AS "performer_name",
- "rdwatch_region"."name" AS "region",
- CASE
- WHEN (
- "rdwatch_performer"."short_code" = 'TE'
- AND "rdwatch_siteevaluation"."score" = 1.0
- ) THEN TRUE
- ELSE FALSE
- END AS "groundtruth",
- "rdwatch_siteevaluation"."number" AS "site_number",
- CASE
- WHEN COUNT("rdwatch_siteobservation"."id") = 0 THEN TRUE
- ELSE FALSE
- END AS "site_polygon"
- FROM
- "rdwatch_siteevaluation"
- INNER JOIN "rdwatch_modelrun" ON (
- "rdwatch_siteevaluation"."configuration_id" = "rdwatch_modelrun"."id"
- )
- INNER JOIN "rdwatch_observationlabel" ON (
- "rdwatch_siteevaluation"."label_id" = "rdwatch_observationlabel"."id"
- )
- LEFT OUTER JOIN "rdwatch_siteobservation" ON (
- "rdwatch_siteevaluation"."id" = "rdwatch_siteobservation"."siteeval_id"
- )
- INNER JOIN "rdwatch_performer" ON (
- "rdwatch_modelrun"."performer_id" = "rdwatch_performer"."id"
- )
- INNER JOIN "rdwatch_region" ON (
- "rdwatch_modelrun"."region_id" = "rdwatch_region"."id"
- )
- WHERE
- (
- "rdwatch_siteevaluation"."configuration_id" = ${modelRunId}
- AND ST_Intersects(
- "rdwatch_siteevaluation"."geom",
- ST_TileEnvelope(${z}, ${x}, ${y})
- )
- )
- GROUP BY
- "rdwatch_siteevaluation"."id",
- ST_AsMVTGeom(
- "rdwatch_siteevaluation"."geom",
- ST_TileEnvelope(${z}, ${x}, ${y})
- ),
- "rdwatch_modelrun"."title",
- "rdwatch_observationlabel"."slug",
- EXTRACT(
- epoch
- FROM
- "rdwatch_siteevaluation"."timestamp"
- ) :: bigint,
- EXTRACT(
- epoch
- FROM
- "rdwatch_siteevaluation"."start_date"
- ) :: bigint,
- EXTRACT(
- epoch
- FROM
- "rdwatch_siteevaluation"."end_date"
- ) :: bigint,
- "rdwatch_modelrun"."performer_id",
- "rdwatch_performer"."short_code",
- "rdwatch_region"."name",
- CASE
- WHEN (
- "rdwatch_performer"."short_code" = 'TE'
- AND "rdwatch_siteevaluation"."score" = 1.0
- ) THEN TRUE
- ELSE FALSE
- END
- ),
- observations AS (
- SELECT
- "rdwatch_siteobservation"."id",
- "rdwatch_siteobservation"."siteeval_id",
- "rdwatch_siteobservation"."label_id",
- "rdwatch_siteobservation"."score",
- "rdwatch_siteobservation"."geom" :: bytea,
- "rdwatch_siteobservation"."constellation_id",
- "rdwatch_siteobservation"."spectrum_id",
- "rdwatch_siteobservation"."timestamp",
- "rdwatch_siteobservation"."notes",
- "rdwatch_siteobservation"."id" AS "id",
- -- Use previous polygon if current observation is from a different year
- CASE
- WHEN EXTRACT(YEAR FROM "rdwatch_siteobservation"."timestamp") != ${year} THEN ST_AsMVTGeom("prev_obs"."prev_observation_geom", ST_TileEnvelope(${z}, ${x}, ${y}))
- ELSE ST_AsMVTGeom("rdwatch_siteobservation"."geom", ST_TileEnvelope(${z}, ${x}, ${y}))
- END AS "mvtgeom",
- "rdwatch_siteevaluation"."configuration_id" AS "configuration_id",
- "rdwatch_modelrun"."title" AS "configuration_name",
- T7."slug" AS "site_label",
- "rdwatch_siteevaluation"."number" AS "site_number",
- "rdwatch_observationlabel"."slug" AS "label",
- ST_Area(
- ST_Transform("rdwatch_siteobservation"."geom", 6933)
- ) AS "area",
- EXTRACT(
- epoch
- FROM
- "rdwatch_siteobservation"."timestamp"
- ) :: bigint AS "timemin",
- EXTRACT(
- epoch
- FROM
- MIN("rdwatch_siteobservation"."timestamp") OVER (
- PARTITION BY "rdwatch_siteobservation"."siteeval_id"
- ORDER BY
- "rdwatch_siteobservation"."timestamp" ROWS BETWEEN CURRENT ROW
- AND UNBOUNDED FOLLOWING EXCLUDE GROUP
- )
- ) :: bigint AS "timemax",
- "rdwatch_modelrun"."performer_id" AS "performer_id",
- "rdwatch_performer"."short_code" AS "performer_name",
- "rdwatch_region"."name" AS "region",
- "rdwatch_siteevaluation"."version" AS "version",
- CASE
- WHEN (
- "rdwatch_performer"."short_code" = 'TE'
- AND "rdwatch_siteevaluation"."score" = 1.0
- ) THEN TRUE
- ELSE FALSE
- END AS "groundtruth"
- FROM
- "rdwatch_siteobservation"
- INNER JOIN "rdwatch_siteevaluation" ON (
- "rdwatch_siteobservation"."siteeval_id" = "rdwatch_siteevaluation"."id"
- )
- INNER JOIN "rdwatch_modelrun" ON (
- "rdwatch_siteevaluation"."configuration_id" = "rdwatch_modelrun"."id"
- )
- INNER JOIN "rdwatch_observationlabel" ON (
- "rdwatch_siteobservation"."label_id" = "rdwatch_observationlabel"."id"
- )
- INNER JOIN "rdwatch_observationlabel" T7 ON ("rdwatch_siteevaluation"."label_id" = T7."id")
- INNER JOIN "rdwatch_performer" ON (
- "rdwatch_modelrun"."performer_id" = "rdwatch_performer"."id"
- )
- INNER JOIN "rdwatch_region" ON (
- "rdwatch_modelrun"."region_id" = "rdwatch_region"."id"
- )
- -- Join in the previous observation for the same site if it exists
- LEFT JOIN LATERAL (
- SELECT
- "id" AS "prev_observation_id",
- "geom" AS "prev_observation_geom"
- FROM
- "rdwatch_siteobservation" AS "prev_observation"
- WHERE
- "prev_observation"."siteeval_id" = "rdwatch_siteevaluation"."id"
- AND EXTRACT(YEAR FROM "prev_observation"."timestamp") < ${year}
- ORDER BY
- "prev_observation"."timestamp" DESC
- LIMIT 1
- ) AS prev_obs ON TRUE
- WHERE
- (
- "rdwatch_siteevaluation"."configuration_id" = ${modelRunId}
- AND ST_Intersects(
- CASE WHEN EXTRACT(YEAR FROM "rdwatch_siteobservation"."timestamp") < ${year}
- THEN "prev_obs"."prev_observation_geom"
- ELSE "rdwatch_siteobservation"."geom"
- END,
- ST_TileEnvelope(${z}, ${x}, ${y})
- )
- AND (
- EXTRACT(YEAR FROM "rdwatch_siteobservation"."timestamp") = ${year}
- OR prev_obs."prev_observation_id" IS NOT NULL
- )
- )
- ),
- regions AS (
- SELECT
- "rdwatch_region"."id",
- "rdwatch_region"."name",
- "rdwatch_region"."geom" :: bytea,
- "rdwatch_region"."name" AS "name",
- ST_AsMVTGeom(
- "rdwatch_region"."geom",
- ST_TileEnvelope(${z}, ${x}, ${y})
- ) AS "mvtgeom"
- FROM
- "rdwatch_region"
- INNER JOIN "rdwatch_modelrun" ON (
- "rdwatch_region"."id" = "rdwatch_modelrun"."region_id"
- )
- WHERE
- (
- "rdwatch_modelrun"."id" = ${modelRunId}
- AND ST_Intersects(
- "rdwatch_region"."geom",
- ST_TileEnvelope(${z}, ${x}, ${y})
- )
- )
- )
- SELECT
- (
- (
- SELECT
- ST_AsMVT(evaluations.*, ${'sites-' + modelRunId}, 4096, 'mvtgeom')
- FROM
- evaluations
- ) || (
- SELECT
- ST_AsMVT(observations.*, ${'observations-' + modelRunId}, 4096, 'mvtgeom')
- FROM
- observations
- ) || (
- SELECT
- ST_AsMVT(regions.*, ${'regions-' + modelRunId}, 4096, 'mvtgeom')
- FROM
- regions
- )
- )
- `
-}
-
-async function getCacheKey(modelRunId, z, x, y, year, randomKey) {
- const result = await sql`
- SELECT
- MAX(rdwatch_siteevaluation.timestamp) AS latestEvaluationTimestamp,
- MAX(rdwatch_modelrun.created) AS modelRunTimestamp
- FROM
- rdwatch_modelrun
- LEFT JOIN
- rdwatch_siteevaluation ON rdwatch_modelrun.id = rdwatch_siteevaluation.configuration_id
- WHERE
- rdwatch_modelrun.id = ${modelRunId}
- `;
- const { latestevaluationtimestamp, modelruntimestamp } = result[0];
-
- if (logging) {
- console.log(result[0]);
- }
-
- const latestTimestamp = latestevaluationtimestamp || modelruntimestamp;
-
- return `rgd-vector-tile-${modelRunId}-${z}-${x}-${y}-${latestTimestamp}-${year}${randomKey ? "-"+randomKey : ''}`;
-}
-
-export async function getVectorTiles(modelRunId, z, x, y, year, randomKey) {
- const cacheKey = await getCacheKey(modelRunId, z, x, y, year, randomKey);
- if (logging) {
- console.log(`cacheKey: ${cacheKey}`);
- }
-
- let vectorTileData = await redisClient.get(commandOptions({ returnBuffers: true }), cacheKey);
-
- if (logging) {
- if (vectorTileData) {
- console.log('cache hit!');
- } else {
- console.log('cache miss!')
- }
- }
-
- if (!vectorTileData) {
- const result = await query(z, x, y, modelRunId, year);
-
- vectorTileData = result[0]['?column?'];
-
- // Cache for 7 days. Don't bother awaiting, as we can do this in the background after this function returns.
- // We want to remove the randomKey if it exists so it caches the edited data
- cacheKey.replace(`-${randomKey}`, '');
- redisClient.set(cacheKey, vectorTileData, 'EX', 60 * 60 * 24 * 7);
- }
- return vectorTileData;
-}
diff --git a/tileserver/scoring.mjs b/tileserver/scoring.mjs
deleted file mode 100644
index 8d22a404c..000000000
--- a/tileserver/scoring.mjs
+++ /dev/null
@@ -1,508 +0,0 @@
-import postgres from 'postgres'
-import { commandOptions, createClient } from 'redis';
-
-const sql = postgres(process.env.RDWATCH_POSTGRESQL_SCORING_URI);
-
-const redisClient = createClient({
- url: process.env.RDWATCH_REDIS_URI,
-});
-
-const logging = process.env.RDWATCH_VECTOR_TILE_LOGGING || false;
-
-await redisClient.connect();
-
-function query(z, x, y, modelRunId, year) {
- return sql`
- WITH sites AS (
- SELECT
- "site"."uuid",
- "site"."site_id",
- "site"."region_id",
- "site"."evaluation_run_uuid",
- "site"."originator",
- "site"."version",
- "site"."crs",
- "site"."mgrs",
- "site"."status_annotated",
- "site"."predicted_phase",
- "site"."predicted_date",
- "site"."score",
- "site"."union_geometry",
- "site"."union_area",
- "site"."sites",
- "site"."start_date",
- "site"."end_date",
- "site"."start_activity",
- "site"."end_activity",
- "site"."len_activity",
- "site"."end_observed_activity",
- "site"."len_observed_activity",
- "site"."max_area",
- "site"."first_obs_date",
- "site"."last_obs_date",
- "site"."confidence_score",
- "site"."site_id" AS "uuid",
- ST_AsMVTGeom(
- ST_Transform(
- ST_GeomFromText("site"."union_geometry", 4326),
- 3857
- ),
- ST_TileEnvelope(${z}, ${x}, ${y})
- ) AS "mvtgeom",
- "site"."evaluation_run_uuid" AS "configuration_id",
- CONCAT(
- 'Eval ',
- CONCAT(
- "evaluation_run"."evaluation_number",
- CONCAT(
- ' ',
- CONCAT(
- "evaluation_run"."evaluation_run_number",
- CONCAT(' ', "evaluation_run"."performer")
- )
- )
- )
- ) AS "configuration_name",
- CASE
- WHEN "site"."status_annotated" IS NOT NULL THEN LOWER(REPLACE("site"."status_annotated", ' ', '_'))
- ELSE 'unknown'
- END AS "label",
- EXTRACT(
- epoch
- FROM
- "site"."start_date"
- ) :: bigint AS "timestamp",
- EXTRACT(
- epoch
- FROM
- "site"."start_date"
- ) :: bigint AS "timemin",
- EXTRACT(
- epoch
- FROM
- "site"."end_date"
- ) :: bigint AS "timemax",
- "site"."originator" AS "performer_id",
- "site"."originator" AS "performer_name",
- "site"."region_id" AS "region",
- CASE
- WHEN (
- "site"."originator" = 'te'
- OR "site"."originator" = 'iMERIT'
- ) THEN TRUE
- ELSE FALSE
- END AS "groundtruth",
- FALSE AS "site_polygon",
- SUBSTRING("site"."site_id", 9) AS "site_number",
- CASE
- WHEN (
- "site"."originator" = 'te'
- OR "site"."originator" = 'iMERIT'
- ) THEN (
- SELECT
- U0."color_code"
- FROM
- "evaluation_broad_area_search_detection" U0
- WHERE
- (
- U0."activity_type" = 'overall'
- AND U0."evaluation_run_uuid" = ${modelRunId}
- AND U0."rho" = 0.5
- AND U0."site_truth" = ("site"."site_id")
- AND U0."tau" = 0.2
- AND U0."min_confidence_score" = 0.0
- AND (U0."min_spatial_distance_threshold" IS NULL OR U0."min_spatial_distance_threshold" = 100.0)
- AND (U0."central_spatial_distance_threshold" IS NULL OR U0."central_spatial_distance_threshold" = 500.0)
- AND U0."max_spatial_distance_threshold" IS NULL
- AND (U0."min_temporal_distance_threshold" IS NULL OR U0."min_temporal_distance_threshold" = 730.0)
- AND U0."central_temporal_distance_threshold" IS NULL
- AND U0."max_temporal_distance_threshold" IS NULL
- )
- )
- WHEN (
- NOT ("site"."originator" = 'te')
- AND NOT ("site"."originator" = 'iMERIT')
- ) THEN (
- SELECT
- U0."color_code"
- FROM
- "evaluation_broad_area_search_proposal" U0
- WHERE
- (
- U0."activity_type" = 'overall'
- AND U0."evaluation_run_uuid" = ${modelRunId}
- AND U0."rho" = 0.5
- AND U0."site_proposal" = ("site"."site_id")
- AND U0."tau" = 0.2
- AND U0."min_confidence_score" = 0.0
- AND (U0."min_spatial_distance_threshold" IS NULL OR U0."min_spatial_distance_threshold" = 100.0)
- AND (U0."central_spatial_distance_threshold" IS NULL OR U0."central_spatial_distance_threshold" = 500.0)
- AND U0."max_spatial_distance_threshold" IS NULL
- AND (U0."min_temporal_distance_threshold" IS NULL OR U0."min_temporal_distance_threshold" = 730.0)
- AND U0."central_temporal_distance_threshold" IS NULL
- AND U0."max_temporal_distance_threshold" IS NULL
- )
- )
- ELSE NULL
- END AS "color_code"
- FROM
- "site"
- INNER JOIN "evaluation_run" ON (
- "site"."evaluation_run_uuid" = "evaluation_run"."uuid"
- )
- WHERE
- (
- "site"."evaluation_run_uuid" = ${modelRunId}
- AND ST_Intersects(
- ST_Transform(
- ST_GeomFromText("site"."union_geometry", 4326),
- 3857
- ),
- ST_TileEnvelope(${z}, ${x}, ${y})
- )
- )
- ),
- sites_points AS (
- SELECT
- "site"."uuid" AS "id",
- ST_AsMVTGeom(
- ST_Transform(
- ST_GeomFromText("site"."point_geometry", 4326),
- 3857
- ),
- ST_TileEnvelope(${z}, ${x}, ${y})
- ) AS "mvtgeom",
- "site"."evaluation_run_uuid" AS "configuration_id",
- CONCAT(
- 'Eval ',
- CONCAT(
- "evaluation_run"."evaluation_number",
- CONCAT(
- ' ',
- CONCAT(
- "evaluation_run"."evaluation_run_number",
- CONCAT(' ', "evaluation_run"."performer")
- )
- )
- )
- ) AS "configuration_name",
- CASE
- WHEN "site"."status_annotated" IS NOT NULL THEN LOWER(REPLACE("site"."status_annotated", ' ', '_'))
- WHEN "site"."point_status" IS NOT NULL THEN LOWER(REPLACE("site"."point_status", ' ', '_'))
- ELSE 'unknown'
- END AS "label",
- EXTRACT(
- epoch
- FROM
- "site"."start_date"
- ) :: bigint AS "timestamp",
- EXTRACT(
- epoch
- FROM
- "site"."start_date"
- ) :: bigint AS "timemin",
- EXTRACT(
- epoch
- FROM
- "site"."end_date"
- ) :: bigint AS "timemax",
- "site"."originator" AS "performer_id",
- "site"."originator" AS "performer_name",
- "site"."region_id" AS "region",
- CASE
- WHEN (
- "site"."originator" = 'te'
- OR "site"."originator" = 'iMERIT'
- ) THEN TRUE
- ELSE FALSE
- END AS "groundtruth",
- FALSE AS "site_polygon",
- SUBSTRING("site"."site_id", 9) AS "site_number",
- CASE
- WHEN (
- "site"."originator" = 'te'
- OR "site"."originator" = 'iMERIT'
- ) THEN (
- SELECT
- U0."color_code"
- FROM
- "evaluation_broad_area_search_detection" U0
- WHERE
- (
- U0."activity_type" = 'overall'
- AND U0."evaluation_run_uuid" = ${modelRunId}
- AND U0."rho" = 0.5
- AND U0."site_truth" = ("site"."site_id")
- AND U0."tau" = 0.2
- AND U0."min_confidence_score" = 0.0
- AND (U0."min_spatial_distance_threshold" IS NULL OR U0."min_spatial_distance_threshold" = 100.0)
- AND (U0."central_spatial_distance_threshold" IS NULL OR U0."central_spatial_distance_threshold" = 500.0)
- AND U0."max_spatial_distance_threshold" IS NULL
- AND (U0."min_temporal_distance_threshold" IS NULL OR U0."min_temporal_distance_threshold" = 730.0)
- AND U0."central_temporal_distance_threshold" IS NULL
- AND U0."max_temporal_distance_threshold" IS NULL
- )
- )
- WHEN (
- NOT ("site"."originator" = 'te')
- AND NOT ("site"."originator" = 'iMERIT')
- ) THEN (
- SELECT
- U0."color_code"
- FROM
- "evaluation_broad_area_search_proposal" U0
- WHERE
- (
- U0."activity_type" = 'overall'
- AND U0."evaluation_run_uuid" = ${modelRunId}
- AND U0."rho" = 0.5
- AND U0."site_proposal" = ("site"."site_id")
- AND U0."tau" = 0.2
- AND U0."min_confidence_score" = 0.0
- AND (U0."min_spatial_distance_threshold" IS NULL OR U0."min_spatial_distance_threshold" = 100.0)
- AND (U0."central_spatial_distance_threshold" IS NULL OR U0."central_spatial_distance_threshold" = 500.0)
- AND U0."max_spatial_distance_threshold" IS NULL
- AND (U0."min_temporal_distance_threshold" IS NULL OR U0."min_temporal_distance_threshold" = 730.0)
- AND U0."central_temporal_distance_threshold" IS NULL
- AND U0."max_temporal_distance_threshold" IS NULL
- )
- )
- ELSE NULL
- END AS "color_code"
- FROM
- "site"
- INNER JOIN "evaluation_run" ON (
- "site"."evaluation_run_uuid" = "evaluation_run"."uuid"
- )
- WHERE
- (
- "site"."evaluation_run_uuid" = ${modelRunId}
- AND ST_Intersects(
- ST_Transform(
- ST_GeomFromText("site"."point_geometry", 4326),
- 3857
- ),
- ST_TileEnvelope(${z}, ${x}, ${y})
- )
- )
- ),
- observations AS (
- SELECT
- "observation"."uuid",
- "observation"."site_uuid",
- "observation"."date",
- "observation"."source",
- "observation"."sensor",
- "observation"."phase",
- "observation"."score",
- "observation"."crs",
- "observation"."geometry",
- "observation"."is_site_boundary",
- "observation"."area",
- "observation"."confidence_score",
- "observation"."uuid" AS "id",
- "observation"."date" AS "timestamp",
- CASE
- WHEN EXTRACT(YEAR FROM "observation"."date") < ${year} THEN ST_AsMVTGeom(ST_Transform(ST_GeomFromText("prev_obs"."prev_observation_geom", 4326), 3857), ST_TileEnvelope(${z}, ${x}, ${y}))
- ELSE ST_AsMVTGeom(ST_Transform(ST_GeomFromText("observation"."geometry", 4326), 3857), ST_TileEnvelope(${z}, ${x}, ${y}))
- END AS mvtgeom,
- "site"."evaluation_run_uuid" AS "configuration_id",
- CONCAT(
- 'Eval ',
- "evaluation_run"."evaluation_number",
- ' ',
- "evaluation_run"."evaluation_run_number",
- ' ',
- "evaluation_run"."performer"
- ) AS "configuration_name",
- "site"."status_annotated" AS "site_label",
- SUBSTRING("site"."site_id", 9) AS "site_number",
- CASE
- WHEN "observation"."phase" IS NOT NULL THEN LOWER(REPLACE("observation"."phase", ' ', '_'))
- ELSE 'unknown'
- END AS "label",
- ST_Area(
- ST_Transform(
- ST_Transform(
- ST_GeomFromText("observation"."geometry", 4326),
- 3857
- ),
- 6933
- )
- ) AS "area",
- "observation"."site_uuid" AS "siteeval_id",
- EXTRACT(
- epoch
- FROM
- "observation"."date"
- ) :: bigint AS "timemin",
- EXTRACT(
- epoch
- FROM
- MIN("observation"."date") OVER (
- PARTITION BY "observation"."site_uuid"
- ORDER BY
- "observation"."date" ROWS BETWEEN CURRENT ROW
- AND UNBOUNDED FOLLOWING EXCLUDE GROUP
- )
- ) :: bigint AS "timemax",
- "site"."originator" AS "performer_id",
- "site"."originator" AS "performer_name",
- "site"."region_id" AS "region",
- "site"."version" AS "version",
- "observation"."confidence_score" AS "score",
- CASE
- WHEN (
- "site"."originator" = 'te'
- OR "site"."originator" = 'iMERIT'
- ) THEN TRUE
- ELSE FALSE
- END AS "groundtruth"
- FROM
- "observation"
- INNER JOIN "site" ON ("observation"."site_uuid" = "site"."uuid")
- INNER JOIN "evaluation_run" ON (
- "site"."evaluation_run_uuid" = "evaluation_run"."uuid"
- )
- LEFT JOIN LATERAL (
- SELECT
- "uuid" AS "prev_observation_uuid",
- "geometry" AS "prev_observation_geom"
- FROM
- "observation" AS "prev_observation"
- WHERE
- "prev_observation"."site_uuid" = "observation"."site_uuid"
- AND EXTRACT(YEAR FROM "prev_observation"."date") < ${year}
- ORDER BY
- "prev_observation"."date" DESC
- LIMIT 1
- ) AS "prev_obs" ON TRUE
-
- WHERE
- (
- "site"."evaluation_run_uuid" = ${modelRunId}
- AND ST_Intersects(
- ST_Transform(
- ST_GeomFromText(
- CASE WHEN EXTRACT(YEAR FROM "observation"."date") < ${year}
- THEN "prev_obs"."prev_observation_geom"
- ELSE "observation"."geometry"
- END,
- 4326
- ),
- 3857
- ),
- ST_TileEnvelope(${z}, ${x}, ${y})
- )
- AND (
- EXTRACT(YEAR FROM "observation"."date") = ${year}
- OR prev_obs."prev_observation_uuid" IS NOT NULL
- )
- )
- ),
- regions AS (
- SELECT
- "region"."id",
- "region"."start_date",
- "region"."end_date",
- "region"."crs",
- "region"."mgrs",
- "region"."geometry",
- "region"."area",
- "region"."id" AS "name",
- ST_AsMVTGeom(
- ST_Transform(ST_GeomFromText("region"."geometry", 4326), 3857),
- ST_TileEnvelope(${z}, ${x}, ${y})
- ) AS "mvtgeom"
- FROM
- "region"
- WHERE
- (
- "region"."id" = (
- SELECT
- V0."region_id"
- FROM
- "site" V0
- INNER JOIN "evaluation_run" V1 ON (V0."evaluation_run_uuid" = V1."uuid")
- WHERE
- (
- V0."evaluation_run_uuid" = ${modelRunId}
- AND ST_Intersects(
- ST_Transform(ST_GeomFromText(V0."union_geometry", 4326), 3857),
- ST_TileEnvelope(${z}, ${x}, ${y})
- )
- )
- LIMIT
- 1
- )
- AND ST_Intersects(
- ST_Transform(ST_GeomFromText("region"."geometry", 4326), 3857),
- ST_TileEnvelope(${z}, ${x}, ${y})
- )
- )
- )
- SELECT
- (
- (
- SELECT
- ST_AsMVT(sites.*, ${'sites-' + modelRunId}, 4096, 'mvtgeom')
- FROM
- sites
- ) || (
- SELECT
- ST_AsMVT(sites_points.*, ${'sites_points-' + modelRunId}, 4096, 'mvtgeom')
- FROM
- sites_points
- ) || (
- SELECT
- ST_AsMVT(observations.*, ${'observations-' + modelRunId}, 4096, 'mvtgeom')
- FROM
- observations
- ) || (
- SELECT
- ST_AsMVT(regions.*, ${'regions-' + modelRunId}, 4096, 'mvtgeom')
- FROM
- regions
- )
- )
- `
-}
-async function getCacheKey(modelRunId, z, x, y, year) {
- // TODO: is this cache key sufficiently unique?
- const result = await sql`
- SELECT
- start_datetime
- FROM
- evaluation_run
- WHERE
- evaluation_run.uuid = ${modelRunId}
- `;
-
- const { start_datetime } = result[0];
-
- return `scoring-vector-tile-${modelRunId}-${z}-${x}-${y}-${start_datetime}-${year}`;
-}
-
-export async function getVectorTiles(modelRunId, z, x, y, year) {
- const cacheKey = await getCacheKey(modelRunId, z, x, y, year);
-
- let vectorTileData = await redisClient.get(commandOptions({ returnBuffers: true }), cacheKey);
-
- if (logging) {
- if (vectorTileData) {
- console.log('cache hit!');
- } else {
- console.log('cache miss!')
- }
- }
-
- if (!vectorTileData) {
- const result = await query(z, x, y, modelRunId, year);
- vectorTileData = result[0]['?column?'];
-
- // Cache for 7 days. Don't bother awaiting, as we can do this in the background after this function returns.
- redisClient.set(cacheKey, vectorTileData, 'EX', 60 * 60 * 24 * 7);
- }
-
- return vectorTileData;
-}
diff --git a/tox.ini b/tox.ini
index a90fc4b1d..3c022d4bc 100644
--- a/tox.ini
+++ b/tox.ini
@@ -3,6 +3,26 @@ envlist =
test,
check-migrations,
+[testenv:docs]
+skipsdist = true
+skip_install = true
+deps =
+ mkdocs
+ mkdocs-material>=9.5.29
+ pymdown-extensions
+commands =
+ mkdocs serve {posargs} -a 0.0.0.0:8083
+
+[testenv:builddocs]
+skipsdist = true
+skip_install = true
+deps =
+ mkdocs
+ mkdocs-material>=9.5.29
+ pymdown-extensions
+commands =
+ mkdocs build {posargs}
+
[testenv:test]
setenv =
DJANGO_SETTINGS_MODULE = rdwatch.settings