From ef4d4c35fec180d40b257843c0727a5dcc7ae499 Mon Sep 17 00:00:00 2001 From: Megan Davidson Date: Wed, 17 Aug 2022 16:11:04 +1200 Subject: [PATCH 01/24] feat: create stac items --- .pylintrc | 1 + poetry.lock | 492 +++++++++++++++++++++++---- pyproject.toml | 2 + scripts/cli/cli_helper.py | 42 ++- scripts/create_stac_items.py | 46 +++ scripts/files/files_helper.py | 6 + scripts/gdal/gdalinfo.py | 26 ++ scripts/stac/item.py | 40 +++ scripts/stac/util/checksum.py | 17 + scripts/stac/util/geotiff.py | 16 + scripts/stac/util/stac_extensions.py | 5 + 11 files changed, 624 insertions(+), 69 deletions(-) create mode 100644 scripts/create_stac_items.py create mode 100644 scripts/gdal/gdalinfo.py create mode 100644 scripts/stac/item.py create mode 100644 scripts/stac/util/checksum.py create mode 100644 scripts/stac/util/geotiff.py create mode 100644 scripts/stac/util/stac_extensions.py diff --git a/.pylintrc b/.pylintrc index aa724de2e..69625ebd0 100644 --- a/.pylintrc +++ b/.pylintrc @@ -4,6 +4,7 @@ disable = missing-class-docstring, missing-module-docstring, missing-function-docstring, + raise-missing-from, [FORMAT] max-line-length=127 diff --git a/poetry.lock b/poetry.lock index 68ef0f443..8873405be 100644 --- a/poetry.lock +++ b/poetry.lock @@ -39,10 +39,21 @@ optional = false python-versions = ">=3.5" [package.extras] -dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"] -docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"] -tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"] -tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"] +tests_no_zope = ["cloudpickle", "pytest-mypy-plugins", "mypy (>=0.900,!=0.940)", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"] +tests = ["cloudpickle", "zope.interface", "pytest-mypy-plugins", "mypy (>=0.900,!=0.940)", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"] +docs = ["sphinx-notfound-page", "zope.interface", "sphinx", "furo"] +dev = ["cloudpickle", "pre-commit", "sphinx-notfound-page", "sphinx", "furo", "zope.interface", "pytest-mypy-plugins", "mypy (>=0.900,!=0.940)", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"] + +[[package]] +name = "base58" +version = "2.1.1" +description = "Base58 and Base58Check implementation." +category = "main" +optional = false +python-versions = ">=3.5" + +[package.extras] +tests = ["mypy", "PyHamcrest (>=2.0.2)", "pytest (>=4.6)", "pytest-benchmark", "pytest-cov", "pytest-flake8"] [[package]] name = "black" @@ -102,7 +113,7 @@ crt = ["awscrt (==0.13.8)"] name = "certifi" version = "2022.6.15" description = "Python package for providing Mozilla's CA Bundle." -category = "dev" +category = "main" optional = false python-versions = ">=3.6" @@ -340,6 +351,14 @@ category = "dev" optional = false python-versions = ">=3.6" +[[package]] +name = "morphys" +version = "1.0" +description = "Smart conversions between unicode and bytes types for common cases" +category = "main" +optional = false +python-versions = "*" + [[package]] name = "moto" version = "3.1.17" @@ -362,28 +381,28 @@ werkzeug = ">=0.5,<2.2.0" xmltodict = "*" [package.extras] -all = ["PyYAML (>=5.1)", "python-jose[cryptography] (>=3.1.0,<4.0.0)", "ecdsa (!=0.15)", "docker (>=2.5.1)", "graphql-core", "jsondiff (>=1.1.2)", "aws-xray-sdk (>=0.93,!=0.96)", "idna (>=2.5,<4)", "cfn-lint (>=0.4.0)", "sshpubkeys (>=3.1.0)", "pyparsing (>=3.0.7)", "openapi-spec-validator (>=0.2.8)", "setuptools"] -apigateway = ["PyYAML (>=5.1)", "python-jose[cryptography] (>=3.1.0,<4.0.0)", "ecdsa (!=0.15)", "openapi-spec-validator (>=0.2.8)"] -apigatewayv2 = ["PyYAML 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a/pyproject.toml +++ b/pyproject.toml @@ -40,6 +40,8 @@ python = "^3.8.10" boto3 = "^1.24.12" linz-logger = "^0.9.0" certifi = "^2022.6.15" +py-multihash = "^2.0.1" +pystac = "^1.6.1" [tool.poetry.dev-dependencies] black = "^22.3.0" diff --git a/scripts/cli/cli_helper.py b/scripts/cli/cli_helper.py index 6415c3746..677ecbab8 100644 --- a/scripts/cli/cli_helper.py +++ b/scripts/cli/cli_helper.py @@ -1,8 +1,10 @@ import argparse import json from os import environ +from datetime import datetime from typing import List +from dateutil import parser, tz from linz_logger import get_log @@ -26,12 +28,46 @@ def parse_source() -> List[str]: Returns: List[str]: A list of paths. """ - parser = argparse.ArgumentParser() - parser.add_argument("--source", dest="source", nargs="+", required=True) - arguments = parser.parse_args() + parse = argparse.ArgumentParser() + parse.add_argument("--source", dest="source", nargs="+", required=True) + arguments = parse.parse_args() return format_source(arguments.source) def is_argo() -> bool: return bool(environ.get("ARGO_TEMPLATE")) + + +def format_date(date: datetime) -> str: + """Parse the CLI argument '--date' and format it to UTC. + Args: + date: datetime + Returns: + str: date and time in UTC + """ + date_string_nz = f"{date.strftime('%Y-%m-%d')}T00:00:00.000" + datetime_utc = nzt_datetime_to_utc_datetime(date_string_nz) + return datetime_utc.strftime("%Y-%m-%dT%H:%M:%s") + "Z" + + +def nzt_datetime_to_utc_datetime(date: str) -> datetime: + utc_tz = tz.gettz("UTC") + nz_tz = tz.gettz("Pacific/Auckland") + + try: + nz_time = parser.parse(date).replace(tzinfo=nz_tz) + except parser.ParserError as err: + raise Exception(f"Not a valid date: {err}") from err + + utc_time: datetime = nz_time.astimezone(utc_tz) + + return utc_time + + +def valid_date(s: str) -> datetime: + try: + return datetime.strptime(s, "%Y-%m-%d") + except ValueError: + msg = f"not a valid date: {s}" + raise argparse.ArgumentTypeError(msg) diff --git a/scripts/create_stac_items.py b/scripts/create_stac_items.py new file mode 100644 index 000000000..87a4f34e2 --- /dev/null +++ b/scripts/create_stac_items.py @@ -0,0 +1,46 @@ +import argparse +import json +import os +from typing import List + +from linz_logger import get_log + +from scripts.cli.cli_helper import format_date, format_source, valid_date +from scripts.files.files_helper import get_file_name_from_path, is_tiff, strip_extension +from scripts.files.fs import write +from scripts.logging.time_helper import time_in_ms +from scripts.stac.item import ImageryItem + + +def create_items_imagery(files: List[str], date: str) -> None: + for file in files: + if not is_tiff(file): + get_log().trace("create_stac_skipped_file_not_tiff", file=file) + continue + filename = strip_extension(get_file_name_from_path(file)) + item = ImageryItem(filename) + item.create_stac_item(file, date) + # validate item + tmp_file_path = os.path.join("/tmp/", f"{filename}.json") + write(tmp_file_path, json.dumps(item.stac).encode("utf-8")) + + +def main() -> None: + start_time = time_in_ms() + + parser = argparse.ArgumentParser() + parser.add_argument("--source", dest="source", nargs="+", required=True) + parser.add_argument("--date", dest="date", help="datetime in format YYYY-MM-DD", type=valid_date, required=True) + arguments = parser.parse_args() + + files = format_source(arguments.source) + + get_log().info("create_stac_items_start", source=files) + date = format_date(arguments.date) + create_items_imagery(files, date) + + get_log().info("create_stac_items_complete", source=files, duration=time_in_ms() - start_time) + + +if __name__ == "__main__": + main() diff --git a/scripts/files/files_helper.py b/scripts/files/files_helper.py index 8756eee27..fa156f2d5 100644 --- a/scripts/files/files_helper.py +++ b/scripts/files/files_helper.py @@ -6,5 +6,11 @@ def get_file_name_from_path(path: str) -> str: return filename +def strip_extension(file: str) -> str: + if file.endswith("tiff"): + return file.rstrip(".tiff") + return file.rstrip(".tif") + + def is_tiff(path: str) -> bool: return path.lower().endswith((".tiff", ".tif")) diff --git a/scripts/gdal/gdalinfo.py b/scripts/gdal/gdalinfo.py new file mode 100644 index 000000000..c88af025e --- /dev/null +++ b/scripts/gdal/gdalinfo.py @@ -0,0 +1,26 @@ +import json +from typing import Any, Dict + +from linz_logger import get_log + +from scripts.gdal.gdal_helper import GDALExecutionException, run_gdal + + +def gdal_info(path: str) -> Dict[Any, Any]: + gdalinfo_command = ["gdalinfo", "-stats", "-json"] + + try: + gdalinfo_process = run_gdal(gdalinfo_command, path) + gdalinfo_result = {} + try: + gdalinfo_result = json.loads(gdalinfo_process.stdout) + if gdalinfo_process.stderr: + get_log().error("Gdalinfo_error", file=path, error=str(gdalinfo_process.stderr)) + raise Exception(f"Gdalinfo Error {str(gdalinfo_process.stderr)}") + return gdalinfo_result + except json.JSONDecodeError as e: + get_log().error("load_gdalinfo_result_error", file=path, error=e) + raise Exception(e) + except GDALExecutionException as gee: + get_log().error("gdalinfo_failed", file=path, error=str(gee)) + raise Exception(gee) diff --git a/scripts/stac/item.py b/scripts/stac/item.py new file mode 100644 index 000000000..55a382f1a --- /dev/null +++ b/scripts/stac/item.py @@ -0,0 +1,40 @@ +from typing import Any, Dict + +from linz_logger import get_log +from pystac import get_stac_version + +from scripts.stac.util.checksum import multihash_as_hex +from scripts.stac.util.geotiff import get_extents +from scripts.stac.util.stac_extensions import StacExtensions + + +class ImageryItem: + name = "item.imagery" + id: str + stac: Dict[str, Any] + + def __init__(self, item_id: str): + self.id = item_id + + def create_stac_item(self, path: str, date: str) -> None: + geometry, bbox = get_extents(path) + self.stac = { + "type": "Feature", + "stac_version": get_stac_version(), + "id": self.id, + "properties": { + "datetime": date, + }, + "geometry": {"type": "Polygon", "coordinates": [geometry]}, + "bbox": bbox, + "links": [ + {"rel": "self", "href": f"./{self.id}.json", "type": "application/json"}, + ], + "assets": {"image": {"href": path, "type": "image/vnd.stac.geotiff", "file:checksum": multihash_as_hex(path)}}, + "stac_extensions": [StacExtensions.file.value], + } + get_log().info("imagery_stac_item_created", stac=self.stac, path=path) + + def validate_stac_item(self) -> bool: + # TODO: will implement in future PR + return True diff --git a/scripts/stac/util/checksum.py b/scripts/stac/util/checksum.py new file mode 100644 index 000000000..5386c4f7c --- /dev/null +++ b/scripts/stac/util/checksum.py @@ -0,0 +1,17 @@ +import hashlib +import io + +import multihash + +from scripts.files import fs + +CHUNK_SIZE = 1024 * 1024 # 1MB + + +def multihash_as_hex(path: str) -> str: + file_hash = hashlib.sha256() + file = io.BytesIO(fs.read(path)) + while chunk := file.read(CHUNK_SIZE): + file_hash.update(chunk) + result: str = multihash.to_hex_string(multihash.encode(file_hash.digest(), "sha2-256")) + return result diff --git a/scripts/stac/util/geotiff.py b/scripts/stac/util/geotiff.py new file mode 100644 index 000000000..8fd0ab968 --- /dev/null +++ b/scripts/stac/util/geotiff.py @@ -0,0 +1,16 @@ +from typing import List, Tuple + +from scripts.gdal.gdalinfo import gdal_info + + +def get_extents(path: str) -> Tuple[List[List[float]], List[float]]: + corner_coordinates = gdal_info(path)["cornerCoordinates"] + + upper_left = [corner_coordinates["upperLeft"][0], corner_coordinates["upperLeft"][1]] + upper_right = [corner_coordinates["upperRight"][0], corner_coordinates["upperRight"][1]] + lower_left = [corner_coordinates["lowerLeft"][0], corner_coordinates["lowerLeft"][1]] + lower_right = [corner_coordinates["lowerRight"][0], corner_coordinates["lowerRight"][1]] + + geometry = [upper_left, upper_right, lower_right, lower_left] + bbox = [upper_left[0], upper_left[1], lower_right[0], lower_right[1]] + return geometry, bbox diff --git a/scripts/stac/util/stac_extensions.py b/scripts/stac/util/stac_extensions.py new file mode 100644 index 000000000..4567f0c69 --- /dev/null +++ b/scripts/stac/util/stac_extensions.py @@ -0,0 +1,5 @@ +from enum import Enum + + +class StacExtensions(str, Enum): + file = "https://stac-extensions.github.io/file/v2.0.0/schema.json" From a16c2cd8a8629f85cf87e827de2a52368a4687a9 Mon Sep 17 00:00:00 2001 From: Megan Davidson Date: Wed, 17 Aug 2022 16:11:25 +1200 Subject: [PATCH 02/24] test: item test --- scripts/stac/tests/data/RGB_BD33_0709.tiff | Bin 0 -> 9672358 bytes scripts/stac/tests/stac_item_test.py | 13 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