Source code for pygeoapi.api

# =================================================================
#
# Authors: Tom Kralidis <tomkralidis@gmail.com>
#          Francesco Bartoli <xbartolone@gmail.com>
#          Sander Schaminee <sander.schaminee@geocat.net>
#          John A Stevenson <jostev@bgs.ac.uk>
#          Colin Blackburn <colb@bgs.ac.uk>
#
# Copyright (c) 2022 Tom Kralidis
# Copyright (c) 2020 Francesco Bartoli
# Copyright (c) 2022 John A Stevenson and Colin Blackburn
#
# Permission is hereby granted, free of charge, to any person
# obtaining a copy of this software and associated documentation
# files (the "Software"), to deal in the Software without
# restriction, including without limitation the rights to use,
# copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the
# Software is furnished to do so, subject to the following
# conditions:
#
# The above copyright notice and this permission notice shall be
# included in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
# OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
# HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
# WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
# OTHER DEALINGS IN THE SOFTWARE.
#
# =================================================================
""" Root level code of pygeoapi, parsing content provided by web framework.
Returns content from plugins and sets responses.
"""

import asyncio
from collections import OrderedDict
from copy import deepcopy
from datetime import datetime, timezone
from functools import partial
from gzip import compress
import json
import logging
import os
import re
from typing import Any, Tuple, Union
import urllib.parse
import uuid

from dateutil.parser import parse as dateparse
from pygeofilter.parsers.ecql import parse as parse_ecql_text
from pygeofilter.parsers.cql_json import parse as parse_cql_json
import pytz
from shapely.errors import WKTReadingError
from shapely.wkt import loads as shapely_loads

from pygeoapi import __version__, l10n
from pygeoapi.formatter.base import FormatterSerializationError
from pygeoapi.linked_data import (geojson2jsonld, jsonldify,
                                  jsonldify_collection)
from pygeoapi.log import setup_logger
from pygeoapi.process.base import ProcessorExecuteError
from pygeoapi.plugin import load_plugin, PLUGINS
from pygeoapi.provider.base import (
    ProviderGenericError, ProviderConnectionError, ProviderNotFoundError,
    ProviderInvalidDataError, ProviderInvalidQueryError, ProviderNoDataError,
    ProviderQueryError, ProviderItemNotFoundError, ProviderTypeError)

from pygeoapi.provider.tile import (ProviderTileNotFoundError,
                                    ProviderTileQueryError,
                                    ProviderTilesetIdNotFoundError)
from pygeoapi.models.cql import CQLModel
from pygeoapi.util import (dategetter, DATETIME_FORMAT,
                           filter_dict_by_key_value, get_provider_by_type,
                           get_provider_default, get_typed_value, JobStatus,
                           json_serial, render_j2_template, str2bool,
                           TEMPLATES, to_json)

LOGGER = logging.getLogger(__name__)

#: Return headers for requests (e.g:X-Powered-By)
HEADERS = {
    'Content-Type': 'application/json',
    'X-Powered-By': 'pygeoapi {}'.format(__version__)
}

CHARSET = ['utf-8']
F_JSON = 'json'
F_HTML = 'html'
F_JSONLD = 'jsonld'
F_GZIP = 'gzip'

#: Formats allowed for ?f= requests (order matters for complex MIME types)
FORMAT_TYPES = OrderedDict((
    (F_HTML, 'text/html'),
    (F_JSONLD, 'application/ld+json'),
    (F_JSON, 'application/json'),
))

#: Locale used for system responses (e.g. exceptions)
SYSTEM_LOCALE = l10n.Locale('en', 'US')

CONFORMANCE = {
    'common': [
        'http://www.opengis.net/spec/ogcapi-common-1/1.0/conf/core',
        'http://www.opengis.net/spec/ogcapi-common-2/1.0/conf/collections'
    ],
    'feature': [
        'http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core',
        'http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30',
        'http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/html',
        'http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson',
        'http://www.opengis.net/spec/ogcapi-features-4/1.0/conf/create-replace-delete'  # noqa
    ],
    'coverage': [
        'http://www.opengis.net/spec/ogcapi-coverages-1/1.0/conf/core',
        'http://www.opengis.net/spec/ogcapi-coverages-1/1.0/conf/oas30',
        'http://www.opengis.net/spec/ogcapi-coverages-1/1.0/conf/html',
        'http://www.opengis.net/spec/ogcapi-coverages-1/1.0/conf/geodata-coverage',  # noqa
        'http://www.opengis.net/spec/ogcapi-coverages-1/1.0/conf/coverage-subset',  # noqa
        'http://www.opengis.net/spec/ogcapi-coverages-1/1.0/conf/coverage-rangesubset',  # noqa
        'http://www.opengis.net/spec/ogcapi-coverages-1/1.0/conf/coverage-bbox',  # noqa
        'http://www.opengis.net/spec/ogcapi-coverages-1/1.0/conf/coverage-datetime'  # noqa
    ],
    'tile': [
        'http://www.opengis.net/spec/ogcapi-tiles-1/1.0/conf/core'
    ],
    'record': [
        'http://www.opengis.net/spec/ogcapi-records-1/1.0/conf/core',
        'http://www.opengis.net/spec/ogcapi-records-1/1.0/conf/sorting',
        'http://www.opengis.net/spec/ogcapi-records-1/1.0/conf/opensearch',
        'http://www.opengis.net/spec/ogcapi-records-1/1.0/conf/json',
        'http://www.opengis.net/spec/ogcapi-records-1/1.0/conf/html'
    ],
    'process': [
        'http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/ogc-process-description', # noqa
        'http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/core',
        'http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/json',
        'http://www.opengis.net/spec/ogcapi-processes-1/1.0/conf/oas30'
    ],
    'edr': [
        'http://www.opengis.net/spec/ogcapi-edr-1/1.0/conf/core'
    ]
}

OGC_RELTYPES_BASE = 'http://www.opengis.net/def/rel/ogc/1.0'


[docs]def pre_process(func): """ Decorator that transforms an incoming Request instance specific to the web framework (i.e. Flask or Starlette) into a generic :class:`APIRequest` instance. :param func: decorated function :returns: `func` """ def inner(*args): cls, req_in = args[:2] req_out = APIRequest.with_data(req_in, getattr(cls, 'locales', set())) if len(args) > 2: return func(cls, req_out, *args[2:]) else: return func(cls, req_out) return inner
[docs]def gzip(func): """ Decorator that compresses the content of an outgoing API result instance if the Content-Encoding response header was set to gzip. :param func: decorated function :returns: `func` """ def inner(*args, **kwargs): headers, status, content = func(*args, **kwargs) if F_GZIP in headers.get('Content-Encoding', []): try: charset = CHARSET[0] headers['Content-Type'] = \ f"{headers['Content-Type']}; charset={charset}" content = compress(content.encode(charset)) except TypeError as err: headers.pop('Content-Encoding') LOGGER.error('Error in compression: {}'.format(err)) return headers, status, content return inner
[docs]class APIRequest: """ Transforms an incoming server-specific Request into an object with some generic helper methods and properties. .. note:: Typically, this instance is created automatically by the :func:`pre_process` decorator. **Every** API method that has been routed to a REST endpoint should be decorated by the :func:`pre_process` function. Therefore, **all** routed API methods should at least have 1 argument that holds the (transformed) request. The following example API method will: - transform the incoming Flask/Starlette `Request` into an `APIRequest` using the :func:`pre_process` decorator; - call :meth:`is_valid` to check if the incoming request was valid, i.e. that the user requested a valid output format or no format at all (which means the default format); - call :meth:`API.get_format_exception` if the requested format was invalid; - create a `dict` with the appropriate `Content-Type` header for the requested format and a `Content-Language` header if any specific language was requested. .. code-block:: python @pre_process def example_method(self, request: Union[APIRequest, Any], custom_arg): if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers() # generate response_body here return headers, 200, response_body The following example API method is similar as the one above, but will also allow the user to request a non-standard format (e.g. ``f=xml``). If `xml` was requested, we set the `Content-Type` ourselves. For the standard formats, the `APIRequest` object sets the `Content-Type`. .. code-block:: python @pre_process def example_method(self, request: Union[APIRequest, Any], custom_arg): if not request.is_valid(['xml']): return self.get_format_exception(request) content_type = 'application/xml' if request.format == 'xml' else None headers = request.get_response_headers(content_type) # generate response_body here return headers, 200, response_body Note that you don't *have* to call :meth:`is_valid`, but that you can also perform a custom check on the requested output format by looking at the :attr:`format` property. Other query parameters are available through the :attr:`params` property as a `dict`. The request body is available through the :attr:`data` property. .. note:: If the request data (body) is important, **always** create a new `APIRequest` instance using the :meth:`with_data` factory method. The :func:`pre_process` decorator will use this automatically. :param request: The web platform specific Request instance. :param supported_locales: List or set of supported Locale instances. """
[docs] def __init__(self, request, supported_locales): # Set default request data self._data = b'' # Copy request query parameters self._args = self._get_params(request) # Get path info if hasattr(request, 'scope'): self._path_info = request.scope['path'].strip('/') elif hasattr(request.headers, 'environ'): self._path_info = request.headers.environ['PATH_INFO'].strip('/') elif hasattr(request, 'path_info'): self._path_info = request.path_info # Extract locale from params or headers self._raw_locale, self._locale = self._get_locale(request.headers, supported_locales) # Determine format self._format = self._get_format(request.headers) # Get received headers self._headers = self.get_request_headers(request.headers)
[docs] @classmethod def with_data(cls, request, supported_locales) -> 'APIRequest': """ Factory class method to create an `APIRequest` instance with data. If the request body is required, an `APIRequest` should always be instantiated using this class method. The reason for this is, that the Starlette request body needs to be awaited (async), which cannot be achieved in the :meth:`__init__` method of the `APIRequest`. However, `APIRequest` can still be initialized using :meth:`__init__`, but then the :attr:`data` property value will always be empty. :param request: The web platform specific Request instance. :param supported_locales: List or set of supported Locale instances. :returns: An `APIRequest` instance with data. """ api_req = cls(request, supported_locales) if hasattr(request, 'data'): # Set data from Flask request api_req._data = request.data elif hasattr(request, 'body'): if 'django' in str(request.__class__): # Set data from Django request api_req._data = request.body else: try: import nest_asyncio nest_asyncio.apply() # Set data from Starlette request after async # coroutine completion # TODO: # this now blocks, but once Flask v2 with async support # has been implemented, with_data() can become async too loop = asyncio.get_event_loop() api_req._data = loop.run_until_complete(request.body()) except ModuleNotFoundError: LOGGER.error('Module nest-asyncio not found') return api_req
[docs] @staticmethod def _get_params(request): """ Extracts the query parameters from the `Request` object. :param request: A Flask or Starlette Request instance :returns: `ImmutableMultiDict` or empty `dict` """ if hasattr(request, 'args'): # Return ImmutableMultiDict from Flask request return request.args elif hasattr(request, 'query_params'): # Return ImmutableMultiDict from Starlette request return request.query_params elif hasattr(request, 'GET'): # Return QueryDict from Django GET request return request.GET elif hasattr(request, 'POST'): # Return QueryDict from Django GET request return request.POST LOGGER.debug('No query parameters found') return {}
[docs] def _get_locale(self, headers, supported_locales): """ Detects locale from "lang=<language>" param or `Accept-Language` header. Returns a tuple of (raw, locale) if found in params or headers. Returns a tuple of (raw default, default locale) if not found. :param headers: A dict with Request headers :param supported_locales: List or set of supported Locale instances :returns: A tuple of (str, Locale) """ raw = None try: default_locale = l10n.str2locale(supported_locales[0]) except (TypeError, IndexError, l10n.LocaleError) as err: # This should normally not happen, since the API class already # loads the supported languages from the config, which raises # a LocaleError if any of these languages are invalid. LOGGER.error(err) raise ValueError(f"{self.__class__.__name__} must be initialized" f"with a list of valid supported locales") for func, mapping in ((l10n.locale_from_params, self._args), (l10n.locale_from_headers, headers)): loc_str = func(mapping) if loc_str: if not raw: # This is the first-found locale string: set as raw raw = loc_str # Check if locale string is a good match for the UI loc = l10n.best_match(loc_str, supported_locales) is_override = func is l10n.locale_from_params if loc != default_locale or is_override: return raw, loc return raw, default_locale
[docs] def _get_format(self, headers) -> Union[str, None]: """ Get `Request` format type from query parameters or headers. :param headers: Dict of Request headers :returns: format value or None if not found/specified """ # Optional f=html or f=json query param # Overrides Accept header and might differ from FORMAT_TYPES format_ = (self._args.get('f') or '').strip() if format_: return format_ # Format not specified: get from Accept headers (MIME types) # e.g. format_ = 'text/html' h = headers.get('accept', headers.get('Accept', '')).strip() # noqa (fmts, mimes) = zip(*FORMAT_TYPES.items()) # basic support for complex types (i.e. with "q=0.x") for type_ in (t.split(';')[0].strip() for t in h.split(',') if t): if type_ in mimes: idx_ = mimes.index(type_) format_ = fmts[idx_] break return format_ or None
@property def data(self) -> bytes: """Returns the additional data send with the Request (bytes)""" return self._data @property def params(self) -> dict: """Returns the Request query parameters dict""" return self._args @property def path_info(self) -> str: """Returns the web server request path info part""" return self._path_info @property def locale(self) -> l10n.Locale: """ Returns the user-defined locale from the request object. If no locale has been defined or if it is invalid, the default server locale is returned. .. note:: The locale here determines the language in which pygeoapi should return its responses. This may not be the language that the user requested. It may also not be the language that is supported by a collection provider, for example. For this reason, you should pass the `raw_locale` property to the :func:`l10n.get_plugin_locale` function, so that the best match for the provider can be determined. :returns: babel.core.Locale """ return self._locale @property def raw_locale(self) -> Union[str, None]: """ Returns the raw locale string from the `Request` object. If no "lang" query parameter or `Accept-Language` header was found, `None` is returned. Pass this value to the :func:`l10n.get_plugin_locale` function to let the provider determine a best match for the locale, which may be different from the locale used by pygeoapi's UI. :returns: a locale string or None """ return self._raw_locale @property def format(self) -> Union[str, None]: """ Returns the content type format from the request query parameters or headers. :returns: Format name or None """ return self._format @property def headers(self) -> dict: """ Returns the dictionary of the headers from the request. :returns: Request headers dictionary """ return self._headers
[docs] def get_linkrel(self, format_: str) -> str: """ Returns the hyperlink relationship (rel) attribute value for the given API format string. The string is compared against the request format and if it matches, the value 'self' is returned. Otherwise, 'alternate' is returned. However, if `format_` is 'json' and *no* request format was found, the relationship 'self' is returned as well (JSON is the default). :param format_: The format to compare the request format against. :returns: A string 'self' or 'alternate'. """ fmt = format_.lower() if fmt == self._format or (fmt == F_JSON and not self._format): return 'self' return 'alternate'
[docs] def is_valid(self, additional_formats=None) -> bool: """ Returns True if: - the format is not set (None) - the requested format is supported - the requested format exists in a list if additional formats .. note:: Format names are matched in a case-insensitive manner. :param additional_formats: Optional additional supported formats list :returns: bool """ if not self._format: return True if self._format in FORMAT_TYPES.keys(): return True if self._format in (f.lower() for f in (additional_formats or ())): return True return False
[docs] def get_response_headers(self, force_lang: l10n.Locale = None, force_type: str = None, force_encoding: str = None) -> dict: """ Prepares and returns a dictionary with Response object headers. This method always adds a 'Content-Language' header, where the value is determined by the 'lang' query parameter or 'Accept-Language' header from the request. If no language was requested, the default pygeoapi language is used, unless a `force_lang` override was specified (see notes below). A 'Content-Type' header is also always added to the response. If the user does not specify `force_type`, the header is based on the `format` APIRequest property. If that is invalid, the default MIME type `application/json` is used. ..note:: If a `force_lang` override is applied, that language is always set as the 'Content-Language', regardless of a 'lang' query parameter or 'Accept-Language' header. If an API response always needs to be in the same language, 'force_lang' should be set to that language. :param force_lang: An optional Content-Language header override. :param force_type: An optional Content-Type header override. :param force_encoding: An optional Content-Encoding header override. :returns: A header dict """ headers = HEADERS.copy() l10n.set_response_language(headers, force_lang or self._locale) if force_type: # Set custom MIME type if specified headers['Content-Type'] = force_type elif self.is_valid() and self._format: # Set MIME type for valid formats headers['Content-Type'] = FORMAT_TYPES[self._format] if F_GZIP in FORMAT_TYPES: if force_encoding: headers['Content-Encoding'] = force_encoding elif F_GZIP in self._headers.get('Accept-Encoding', ''): headers['Content-Encoding'] = F_GZIP return headers
[docs] def get_request_headers(self, headers) -> dict: """ Obtains and returns a dictionary with Request object headers. This method adds the headers of the original request and makes them available to the API object. :returns: A header dict """ headers_ = {item[0]: item[1] for item in headers.items()} return headers_
[docs]class API: """API object"""
[docs] def __init__(self, config): """ constructor :param config: configuration dict :returns: `pygeoapi.API` instance """ self.config = config self.config['server']['url'] = self.config['server']['url'].rstrip('/') CHARSET[0] = config['server'].get('encoding', 'utf-8') if config['server'].get('gzip') is True: FORMAT_TYPES[F_GZIP] = 'application/gzip' FORMAT_TYPES.move_to_end(F_JSON) # Process language settings (first locale is default!) self.locales = l10n.get_locales(config) self.default_locale = self.locales[0] if 'templates' not in self.config['server']: self.config['server']['templates'] = {'path': TEMPLATES} if 'pretty_print' not in self.config['server']: self.config['server']['pretty_print'] = False self.pretty_print = self.config['server']['pretty_print'] setup_logger(self.config['logging']) # TODO: add as decorator if 'manager' in self.config['server']: manager_def = self.config['server']['manager'] else: LOGGER.info('No process manager defined; starting dummy manager') manager_def = { 'name': 'Dummy', 'connection': None, 'output_dir': None } LOGGER.debug('Loading process manager {}'.format(manager_def['name'])) self.manager = load_plugin('process_manager', manager_def) LOGGER.info('Process manager plugin loaded')
@gzip @pre_process @jsonldify def landing_page(self, request: Union[APIRequest, Any]) -> Tuple[dict, int, str]: """ Provide API landing page :param request: A request object :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) fcm = { 'links': [], 'title': l10n.translate( self.config['metadata']['identification']['title'], request.locale), 'description': l10n.translate( self.config['metadata']['identification']['description'], request.locale) } LOGGER.debug('Creating links') # TODO: put title text in config or translatable files? fcm['links'] = [{ 'rel': request.get_linkrel(F_JSON), 'type': FORMAT_TYPES[F_JSON], 'title': 'This document as JSON', 'href': '{}?f={}'.format(self.config['server']['url'], F_JSON) }, { 'rel': request.get_linkrel(F_JSONLD), 'type': FORMAT_TYPES[F_JSONLD], 'title': 'This document as RDF (JSON-LD)', 'href': '{}?f={}'.format(self.config['server']['url'], F_JSONLD) }, { 'rel': request.get_linkrel(F_HTML), 'type': FORMAT_TYPES[F_HTML], 'title': 'This document as HTML', 'href': '{}?f={}'.format(self.config['server']['url'], F_HTML), 'hreflang': self.default_locale }, { 'rel': 'service-desc', 'type': 'application/vnd.oai.openapi+json;version=3.0', 'title': 'The OpenAPI definition as JSON', 'href': '{}/openapi'.format(self.config['server']['url']) }, { 'rel': 'service-doc', 'type': FORMAT_TYPES[F_HTML], 'title': 'The OpenAPI definition as HTML', 'href': '{}/openapi?f={}'.format(self.config['server']['url'], F_HTML), 'hreflang': self.default_locale }, { 'rel': 'conformance', 'type': FORMAT_TYPES[F_JSON], 'title': 'Conformance', 'href': '{}/conformance'.format(self.config['server']['url']) }, { 'rel': 'data', 'type': FORMAT_TYPES[F_JSON], 'title': 'Collections', 'href': self.get_collections_url() }, { 'rel': 'http://www.opengis.net/def/rel/ogc/1.0/processes', 'type': FORMAT_TYPES[F_JSON], 'title': 'Processes', 'href': '{}/processes'.format(self.config['server']['url']) }, { 'rel': 'http://www.opengis.net/def/rel/ogc/1.0/job-list', 'type': FORMAT_TYPES[F_JSON], 'title': 'Jobs', 'href': '{}/jobs'.format(self.config['server']['url']) }] headers = request.get_response_headers() if request.format == F_HTML: # render fcm['processes'] = False fcm['stac'] = False if filter_dict_by_key_value(self.config['resources'], 'type', 'process'): fcm['processes'] = True if filter_dict_by_key_value(self.config['resources'], 'type', 'stac-collection'): fcm['stac'] = True content = render_j2_template(self.config, 'landing_page.html', fcm, request.locale) return headers, 200, content if request.format == F_JSONLD: return headers, 200, to_json(self.fcmld, self.pretty_print) return headers, 200, to_json(fcm, self.pretty_print) @gzip @pre_process def openapi(self, request: Union[APIRequest, Any], openapi) -> Tuple[dict, int, str]: """ Provide OpenAPI document :param request: A request object :param openapi: dict of OpenAPI definition :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers() if request.format == F_HTML: template = 'openapi/swagger.html' if request._args.get('ui') == 'redoc': template = 'openapi/redoc.html' path = '/'.join([self.config['server']['url'].rstrip('/'), 'openapi']) data = { 'openapi-document-path': path } content = render_j2_template(self.config, template, data, request.locale) return headers, 200, content headers['Content-Type'] = 'application/vnd.oai.openapi+json;version=3.0' # noqa if isinstance(openapi, dict): return headers, 200, to_json(openapi, self.pretty_print) else: return headers, 200, openapi @gzip @pre_process def conformance(self, request: Union[APIRequest, Any]) -> Tuple[dict, int, str]: """ Provide conformance definition :param request: A request object :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) conformance_list = CONFORMANCE['common'] for key, value in self.config['resources'].items(): if value['type'] == 'process': conformance_list.extend(CONFORMANCE[value['type']]) else: for provider in value['providers']: if provider['type'] in CONFORMANCE: conformance_list.extend(CONFORMANCE[provider['type']]) conformance = { 'conformsTo': list(set(conformance_list)) } headers = request.get_response_headers() if request.format == F_HTML: # render content = render_j2_template(self.config, 'conformance.html', conformance, request.locale) return headers, 200, content return headers, 200, to_json(conformance, self.pretty_print) @gzip @pre_process @jsonldify def describe_collections(self, request: Union[APIRequest, Any], dataset=None) -> Tuple[dict, int, str]: """ Provide collection metadata :param request: A request object :param dataset: name of collection :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers() fcm = { 'collections': [], 'links': [] } collections = filter_dict_by_key_value(self.config['resources'], 'type', 'collection') if all([dataset is not None, dataset not in collections.keys()]): msg = 'Collection not found' return self.get_exception( 404, headers, request.format, 'NotFound', msg) if dataset is not None: collections_dict = { k: v for k, v in collections.items() if k == dataset } else: collections_dict = collections LOGGER.debug('Creating collections') for k, v in collections_dict.items(): if v.get('visibility', 'default') == 'hidden': LOGGER.debug('Skipping hidden layer: {}'.format(k)) continue collection_data = get_provider_default(v['providers']) collection_data_type = collection_data['type'] collection_data_format = None if 'format' in collection_data: collection_data_format = collection_data['format'] collection = { 'id': k, 'title': l10n.translate(v['title'], request.locale), 'description': l10n.translate(v['description'], request.locale), # noqa 'keywords': l10n.translate(v['keywords'], request.locale), 'links': [] } bbox = v['extents']['spatial']['bbox'] # The output should be an array of bbox, so if the user only # provided a single bbox, wrap it in a array. if not isinstance(bbox[0], list): bbox = [bbox] collection['extent'] = { 'spatial': { 'bbox': bbox } } if 'crs' in v['extents']['spatial']: collection['extent']['spatial']['crs'] = \ v['extents']['spatial']['crs'] t_ext = v.get('extents', {}).get('temporal', {}) if t_ext: begins = dategetter('begin', t_ext) ends = dategetter('end', t_ext) collection['extent']['temporal'] = { 'interval': [[begins, ends]] } if 'trs' in t_ext: collection['extent']['temporal']['trs'] = t_ext['trs'] for link in l10n.translate(v['links'], request.locale): lnk = { 'type': link['type'], 'rel': link['rel'], 'title': l10n.translate(link['title'], request.locale), 'href': l10n.translate(link['href'], request.locale), } if 'hreflang' in link: lnk['hreflang'] = l10n.translate( link['hreflang'], request.locale) collection['links'].append(lnk) # TODO: provide translations LOGGER.debug('Adding JSON and HTML link relations') collection['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': 'root', 'title': 'The landing page of this server as JSON', 'href': '{}?f={}'.format(self.config['server']['url'], F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': 'root', 'title': 'The landing page of this server as HTML', 'href': '{}?f={}'.format(self.config['server']['url'], F_HTML) }) collection['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': request.get_linkrel(F_JSON), 'title': 'This document as JSON', 'href': '{}/{}?f={}'.format( self.get_collections_url(), k, F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_JSONLD], 'rel': request.get_linkrel(F_JSONLD), 'title': 'This document as RDF (JSON-LD)', 'href': '{}/{}?f={}'.format( self.get_collections_url(), k, F_JSONLD) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': request.get_linkrel(F_HTML), 'title': 'This document as HTML', 'href': '{}/{}?f={}'.format( self.get_collections_url(), k, F_HTML) }) if collection_data_type in ['feature', 'record', 'tile']: # TODO: translate collection['itemType'] = collection_data_type LOGGER.debug('Adding feature/record based links') collection['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': 'queryables', 'title': 'Queryables for this collection as JSON', 'href': '{}/{}/queryables?f={}'.format( self.get_collections_url(), k, F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': 'queryables', 'title': 'Queryables for this collection as HTML', 'href': '{}/{}queryables?f={}'.format( self.get_collections_url(), k, F_HTML) }) collection['links'].append({ 'type': 'application/geo+json', 'rel': 'items', 'title': 'items as GeoJSON', 'href': '{}/{}/items?f={}'.format( self.get_collections_url(), k, F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_JSONLD], 'rel': 'items', 'title': 'items as RDF (GeoJSON-LD)', 'href': '{}/{}/items?f={}'.format( self.get_collections_url(), k, F_JSONLD) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': 'items', 'title': 'Items as HTML', 'href': '{}/{}/items?f={}'.format( self.get_collections_url(), k, F_HTML) }) elif collection_data_type == 'coverage': # TODO: translate LOGGER.debug('Adding coverage based links') collection['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': 'collection', 'title': 'Detailed Coverage metadata in JSON', 'href': '{}/{}?f={}'.format( self.get_collections_url(), k, F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': 'collection', 'title': 'Detailed Coverage metadata in HTML', 'href': '{}/{}?f={}'.format( self.get_collections_url(), k, F_HTML) }) coverage_url = '{}/{}/coverage'.format( self.get_collections_url(), k) collection['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': '{}/coverage-domainset'.format(OGC_RELTYPES_BASE), 'title': 'Coverage domain set of collection in JSON', 'href': '{}/domainset?f={}'.format(coverage_url, F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': '{}/coverage-domainset'.format(OGC_RELTYPES_BASE), 'title': 'Coverage domain set of collection in HTML', 'href': '{}/domainset?f={}'.format(coverage_url, F_HTML) }) collection['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': '{}/coverage-rangetype'.format(OGC_RELTYPES_BASE), 'title': 'Coverage range type of collection in JSON', 'href': '{}/rangetype?f={}'.format(coverage_url, F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': '{}/coverage-rangetype'.format(OGC_RELTYPES_BASE), 'title': 'Coverage range type of collection in HTML', 'href': '{}/rangetype?f={}'.format(coverage_url, F_HTML) }) collection['links'].append({ 'type': 'application/prs.coverage+json', 'rel': '{}/coverage'.format(OGC_RELTYPES_BASE), 'title': 'Coverage data', 'href': '{}/{}/coverage?f={}'.format( self.get_collections_url(), k, F_JSON) }) if collection_data_format is not None: collection['links'].append({ 'type': collection_data_format['mimetype'], 'rel': '{}/coverage'.format(OGC_RELTYPES_BASE), 'title': 'Coverage data as {}'.format( collection_data_format['name']), 'href': '{}/{}/coverage?f={}'.format( self.get_collections_url(), k, collection_data_format['name']) }) if dataset is not None: LOGGER.debug('Creating extended coverage metadata') try: provider_def = get_provider_by_type( self.config['resources'][k]['providers'], 'coverage') p = load_plugin('provider', provider_def) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception(500, headers, request.format, 'NoApplicableCode', msg) except ProviderTypeError: pass else: collection['crs'] = [p.crs] collection['domainset'] = p.get_coverage_domainset() collection['rangetype'] = p.get_coverage_rangetype() try: tile = get_provider_by_type(v['providers'], 'tile') except ProviderTypeError: tile = None if tile: # TODO: translate LOGGER.debug('Adding tile links') collection['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': 'tiles', 'title': 'Tiles as JSON', 'href': '{}/{}/tiles?f={}'.format( self.get_collections_url(), k, F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': 'tiles', 'title': 'Tiles as HTML', 'href': '{}/{}/tiles?f={}'.format( self.get_collections_url(), k, F_HTML) }) try: edr = get_provider_by_type(v['providers'], 'edr') except ProviderTypeError: edr = None if edr and dataset is not None: # TODO: translate LOGGER.debug('Adding EDR links') try: p = load_plugin('provider', get_provider_by_type( self.config['resources'][dataset]['providers'], 'edr')) parameters = p.get_fields() if parameters: collection['parameter-names'] = {} for f in parameters['field']: collection['parameter-names'][f['id']] = f for qt in p.get_query_types(): collection['links'].append({ 'type': 'application/json', 'rel': 'data', 'title': '{} query for this collection as JSON'.format(qt), # noqa 'href': '{}/{}/{}?f={}'.format( self.get_collections_url(), k, qt, F_JSON) }) collection['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': 'data', 'title': '{} query for this collection as HTML'.format(qt), # noqa 'href': '{}/{}/{}?f={}'.format( self.get_collections_url(), k, qt, F_HTML) }) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderTypeError: pass if dataset is not None and k == dataset: fcm = collection break fcm['collections'].append(collection) if dataset is None: # TODO: translate fcm['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': request.get_linkrel(F_JSON), 'title': 'This document as JSON', 'href': '{}?f={}'.format(self.get_collections_url(), F_JSON) }) fcm['links'].append({ 'type': FORMAT_TYPES[F_JSONLD], 'rel': request.get_linkrel(F_JSONLD), 'title': 'This document as RDF (JSON-LD)', 'href': '{}?f={}'.format(self.get_collections_url(), F_JSONLD) }) fcm['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': request.get_linkrel(F_HTML), 'title': 'This document as HTML', 'href': '{}?f={}'.format(self.get_collections_url(), F_HTML) }) if request.format == F_HTML: # render fcm['collections_path'] = self.get_collections_url() if dataset is not None: content = render_j2_template(self.config, 'collections/collection.html', fcm, request.locale) else: content = render_j2_template(self.config, 'collections/index.html', fcm, request.locale) return headers, 200, content if request.format == F_JSONLD: jsonld = self.fcmld.copy() if dataset is not None: jsonld['dataset'] = jsonldify_collection(self, fcm, request.locale) else: jsonld['dataset'] = [ jsonldify_collection(self, c, request.locale) for c in fcm.get('collections', []) ] return headers, 200, to_json(jsonld, self.pretty_print) return headers, 200, to_json(fcm, self.pretty_print) @gzip @pre_process @jsonldify def get_collection_queryables(self, request: Union[APIRequest, Any], dataset=None) -> Tuple[dict, int, str]: """ Provide collection queryables :param request: A request object :param dataset: name of collection :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers() if any([dataset is None, dataset not in self.config['resources'].keys()]): msg = 'Collection not found' return self.get_exception( 404, headers, request.format, 'NotFound', msg) LOGGER.debug('Creating collection queryables') try: LOGGER.debug('Loading feature provider') p = load_plugin('provider', get_provider_by_type( self.config['resources'][dataset]['providers'], 'feature')) except ProviderTypeError: LOGGER.debug('Loading record provider') p = load_plugin('provider', get_provider_by_type( self.config['resources'][dataset]['providers'], 'record')) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderQueryError: msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) queryables = { 'type': 'object', 'title': l10n.translate( self.config['resources'][dataset]['title'], request.locale), 'properties': {}, '$schema': 'http://json-schema.org/draft/2019-09/schema', '$id': '{}/{}/queryables'.format( self.get_collections_url(), dataset) } if p.fields: queryables['properties']['geometry'] = { '$ref': 'https://geojson.org/schema/Geometry.json' } for k, v in p.fields.items(): show_field = False if p.properties: if k in p.properties: show_field = True else: show_field = True if show_field: queryables['properties'][k] = { 'title': k, 'type': v['type'] } if 'values' in v: queryables['properties'][k]['enum'] = v['values'] if request.format == F_HTML: # render queryables['title'] = l10n.translate( self.config['resources'][dataset]['title'], request.locale) queryables['collections_path'] = self.get_collections_url() content = render_j2_template(self.config, 'collections/queryables.html', queryables, request.locale) return headers, 200, content headers['Content-Type'] = 'application/schema+json' return headers, 200, to_json(queryables, self.pretty_print) @gzip @pre_process def get_collection_items( self, request: Union[APIRequest, Any], dataset) -> Tuple[dict, int, str]: """ Queries collection :param request: A request object :param dataset: dataset name :returns: tuple of headers, status code, content """ if not request.is_valid(PLUGINS['formatter'].keys()): return self.get_format_exception(request) # Set Content-Language to system locale until provider locale # has been determined headers = request.get_response_headers(SYSTEM_LOCALE) properties = [] reserved_fieldnames = ['bbox', 'f', 'lang', 'limit', 'offset', 'resulttype', 'datetime', 'sortby', 'properties', 'skipGeometry', 'q', 'filter', 'filter-lang'] collections = filter_dict_by_key_value(self.config['resources'], 'type', 'collection') if dataset not in collections.keys(): msg = 'Collection not found' return self.get_exception( 404, headers, request.format, 'NotFound', msg) LOGGER.debug('Processing query parameters') LOGGER.debug('Processing offset parameter') try: offset = int(request.params.get('offset')) if offset < 0: msg = 'offset value should be positive or zero' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) except TypeError as err: LOGGER.warning(err) offset = 0 except ValueError: msg = 'offset value should be an integer' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('Processing limit parameter') try: limit = int(request.params.get('limit')) # TODO: We should do more validation, against the min and max # allowed by the server configuration if limit <= 0: msg = 'limit value should be strictly positive' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) except TypeError as err: LOGGER.warning(err) limit = int(self.config['server']['limit']) except ValueError: msg = 'limit value should be an integer' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) resulttype = request.params.get('resulttype') or 'results' LOGGER.debug('Processing bbox parameter') bbox = request.params.get('bbox') if bbox is None: bbox = [] else: try: bbox = validate_bbox(bbox) except ValueError as err: msg = str(err) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('Processing datetime parameter') datetime_ = request.params.get('datetime') try: datetime_ = validate_datetime(collections[dataset]['extents'], datetime_) except ValueError as err: msg = str(err) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('processing q parameter') q = request.params.get('q') or None LOGGER.debug('Loading provider') try: provider_def = get_provider_by_type( collections[dataset]['providers'], 'feature') p = load_plugin('provider', provider_def) except ProviderTypeError: try: provider_def = get_provider_by_type( collections[dataset]['providers'], 'record') p = load_plugin('provider', provider_def) except ProviderTypeError: msg = 'Invalid provider type' return self.get_exception( 400, headers, request.format, 'NoApplicableCode', msg) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderQueryError: msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) LOGGER.debug('processing property parameters') for k, v in request.params.items(): if k not in reserved_fieldnames and k in list(p.fields.keys()): LOGGER.debug('Adding property filter {}={}'.format(k, v)) properties.append((k, v)) LOGGER.debug('processing sort parameter') val = request.params.get('sortby') if val is not None: sortby = [] sorts = val.split(',') for s in sorts: prop = s order = '+' if s[0] in ['+', '-']: order = s[0] prop = s[1:] if prop not in p.fields.keys(): msg = 'bad sort property' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) sortby.append({'property': prop, 'order': order}) else: sortby = [] LOGGER.debug('processing properties parameter') val = request.params.get('properties') if val is not None: select_properties = val.split(',') properties_to_check = set(p.properties) | set(p.fields.keys()) if (len(list(set(select_properties) - set(properties_to_check))) > 0): msg = 'unknown properties specified' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) else: select_properties = [] LOGGER.debug('processing skipGeometry parameter') val = request.params.get('skipGeometry') if val is not None: skip_geometry = str2bool(val) else: skip_geometry = False LOGGER.debug('processing filter parameter') cql_text = request.params.get('filter') if cql_text is not None: try: filter_ = parse_ecql_text(cql_text) except Exception as err: LOGGER.error(err) msg = f'Bad CQL string : {cql_text}' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) else: filter_ = None LOGGER.debug('Processing filter-lang parameter') filter_lang = request.params.get('filter-lang') # Currently only cql-text is handled, but it is optional if filter_lang not in [None, 'cql-text']: msg = 'Invalid filter language' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) # Get provider locale (if any) prv_locale = l10n.get_plugin_locale(provider_def, request.raw_locale) LOGGER.debug('Querying provider') LOGGER.debug('offset: {}'.format(offset)) LOGGER.debug('limit: {}'.format(limit)) LOGGER.debug('resulttype: {}'.format(resulttype)) LOGGER.debug('sortby: {}'.format(sortby)) LOGGER.debug('bbox: {}'.format(bbox)) LOGGER.debug('datetime: {}'.format(datetime_)) LOGGER.debug('properties: {}'.format(properties)) LOGGER.debug('select properties: {}'.format(select_properties)) LOGGER.debug('skipGeometry: {}'.format(skip_geometry)) LOGGER.debug('language: {}'.format(prv_locale)) LOGGER.debug('q: {}'.format(q)) LOGGER.debug('cql_text: {}'.format(cql_text)) LOGGER.debug('filter-lang: {}'.format(filter_lang)) try: content = p.query(offset=offset, limit=limit, resulttype=resulttype, bbox=bbox, datetime_=datetime_, properties=properties, sortby=sortby, select_properties=select_properties, skip_geometry=skip_geometry, q=q, language=prv_locale, filterq=filter_) except ProviderConnectionError as err: LOGGER.error(err) msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderQueryError as err: LOGGER.error(err) msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderGenericError as err: LOGGER.error(err) msg = 'generic error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) serialized_query_params = '' for k, v in request.params.items(): if k not in ('f', 'offset'): serialized_query_params += '&' serialized_query_params += urllib.parse.quote(k, safe='') serialized_query_params += '=' serialized_query_params += urllib.parse.quote(str(v), safe=',') # TODO: translate titles uri = '{}/{}/items'.format(self.get_collections_url(), dataset) content['links'] = [{ 'type': 'application/geo+json', 'rel': request.get_linkrel(F_JSON), 'title': 'This document as GeoJSON', 'href': '{}?f={}{}'.format( uri, F_JSON, serialized_query_params) }, { 'rel': request.get_linkrel(F_JSONLD), 'type': FORMAT_TYPES[F_JSONLD], 'title': 'This document as RDF (JSON-LD)', 'href': '{}?f={}{}'.format( uri, F_JSONLD, serialized_query_params) }, { 'type': FORMAT_TYPES[F_HTML], 'rel': request.get_linkrel(F_HTML), 'title': 'This document as HTML', 'href': '{}?f={}{}'.format( uri, F_HTML, serialized_query_params) }] if offset > 0: prev = max(0, offset - limit) content['links'].append( { 'type': 'application/geo+json', 'rel': 'prev', 'title': 'items (prev)', 'href': '{}?offset={}{}' .format( uri, prev, serialized_query_params) }) if len(content['features']) == limit: next_ = offset + limit content['links'].append( { 'type': 'application/geo+json', 'rel': 'next', 'title': 'items (next)', 'href': '{}?offset={}{}' .format( uri, next_, serialized_query_params) }) content['links'].append( { 'type': FORMAT_TYPES[F_JSON], 'title': l10n.translate( collections[dataset]['title'], request.locale), 'rel': 'collection', 'href': uri }) content['timeStamp'] = datetime.utcnow().strftime( '%Y-%m-%dT%H:%M:%S.%fZ') # Set response language to requested provider locale # (if it supports language) and/or otherwise the requested pygeoapi # locale (or fallback default locale) l10n.set_response_language(headers, prv_locale, request.locale) if request.format == F_HTML: # render # For constructing proper URIs to items content['items_path'] = uri content['dataset_path'] = '/'.join(uri.split('/')[:-1]) content['collections_path'] = self.get_collections_url() content['offset'] = offset content['id_field'] = p.id_field if p.uri_field is not None: content['uri_field'] = p.uri_field if p.title_field is not None: content['title_field'] = l10n.translate(p.title_field, request.locale) # If title exists, use it as id in html templates content['id_field'] = content['title_field'] content = render_j2_template(self.config, 'collections/items/index.html', content, request.locale) return headers, 200, content elif request.format == 'csv': # render formatter = load_plugin('formatter', {'name': 'CSV', 'geom': True}) try: content = formatter.write( data=content, options={ 'provider_def': get_provider_by_type( collections[dataset]['providers'], 'feature') } ) except FormatterSerializationError as err: LOGGER.error(err) msg = 'Error serializing output' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) headers['Content-Type'] = '{}; charset={}'.format( formatter.mimetype, self.config['server']['encoding']) if p.filename is None: filename = '{}.csv'.format(dataset) else: filename = '{}'.format(p.filename) cd = 'attachment; filename="{}"'.format(filename) headers['Content-Disposition'] = cd return headers, 200, content elif request.format == F_JSONLD: content = geojson2jsonld( self.config, content, dataset, id_field=(p.uri_field or 'id') ) return headers, 200, to_json(content, self.pretty_print) @gzip @pre_process def post_collection_items( self, request: Union[APIRequest, Any], dataset) -> Tuple[dict, int, str]: """ Queries collection or filter an item :param request: A request object :param dataset: dataset name :returns: tuple of headers, status code, content """ request_headers = request.headers if not request.is_valid(PLUGINS['formatter'].keys()): return self.get_format_exception(request) # Set Content-Language to system locale until provider locale # has been determined headers = request.get_response_headers(SYSTEM_LOCALE) properties = [] reserved_fieldnames = ['bbox', 'f', 'limit', 'offset', 'resulttype', 'datetime', 'sortby', 'properties', 'skipGeometry', 'q', 'filter-lang'] collections = filter_dict_by_key_value(self.config['resources'], 'type', 'collection') if dataset not in collections.keys(): msg = 'Invalid collection' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('Processing query parameters') LOGGER.debug('Processing offset parameter') try: offset = int(request.params.get('offset')) if offset < 0: msg = 'offset value should be positive or zero' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) except TypeError as err: LOGGER.warning(err) offset = 0 except ValueError: msg = 'offset value should be an integer' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('Processing limit parameter') try: limit = int(request.params.get('limit')) # TODO: We should do more validation, against the min and max # allowed by the server configuration if limit <= 0: msg = 'limit value should be strictly positive' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) except TypeError as err: LOGGER.warning(err) limit = int(self.config['server']['limit']) except ValueError: msg = 'limit value should be an integer' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) resulttype = request.params.get('resulttype') or 'results' LOGGER.debug('Processing bbox parameter') bbox = request.params.get('bbox') if bbox is None: bbox = [] else: try: bbox = validate_bbox(bbox) except ValueError as err: msg = str(err) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('Processing datetime parameter') datetime_ = request.params.get('datetime') try: datetime_ = validate_datetime(collections[dataset]['extents'], datetime_) except ValueError as err: msg = str(err) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('processing q parameter') val = request.params.get('q') q = None if val is not None: q = val LOGGER.debug('Loading provider') try: p = load_plugin('provider', get_provider_by_type( collections[dataset]['providers'], 'feature')) except ProviderTypeError: try: p = load_plugin('provider', get_provider_by_type( collections[dataset]['providers'], 'record')) except ProviderTypeError: msg = 'Invalid provider type' return self.get_exception( 400, headers, request.format, 'NoApplicableCode', msg) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderQueryError: msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) LOGGER.debug('processing property parameters') for k, v in request.params.items(): if k not in reserved_fieldnames and k not in p.fields.keys(): msg = 'unknown query parameter: {}'.format(k) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) elif k not in reserved_fieldnames and k in p.fields.keys(): LOGGER.debug('Add property filter {}={}'.format(k, v)) properties.append((k, v)) LOGGER.debug('processing sort parameter') val = request.params.get('sortby') if val is not None: sortby = [] sorts = val.split(',') for s in sorts: prop = s order = '+' if s[0] in ['+', '-']: order = s[0] prop = s[1:] if prop not in p.fields.keys(): msg = 'bad sort property' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) sortby.append({'property': prop, 'order': order}) else: sortby = [] LOGGER.debug('processing properties parameter') val = request.params.get('properties') if val is not None: select_properties = val.split(',') properties_to_check = set(p.properties) | set(p.fields.keys()) if (len(list(set(select_properties) - set(properties_to_check))) > 0): msg = 'unknown properties specified' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) else: select_properties = [] LOGGER.debug('processing skipGeometry parameter') val = request.params.get('skipGeometry') if val is not None: skip_geometry = str2bool(val) else: skip_geometry = False LOGGER.debug('Processing filter-lang parameter') filter_lang = request.params.get('filter-lang') if filter_lang != 'cql-json': # @TODO add check from the configuration msg = 'Invalid filter language' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('Querying provider') LOGGER.debug('offset: {}'.format(offset)) LOGGER.debug('limit: {}'.format(limit)) LOGGER.debug('resulttype: {}'.format(resulttype)) LOGGER.debug('sortby: {}'.format(sortby)) LOGGER.debug('bbox: {}'.format(bbox)) LOGGER.debug('datetime: {}'.format(datetime_)) LOGGER.debug('properties: {}'.format(select_properties)) LOGGER.debug('skipGeometry: {}'.format(skip_geometry)) LOGGER.debug('q: {}'.format(q)) LOGGER.debug('filter-lang: {}'.format(filter_lang)) LOGGER.debug('Processing headers') LOGGER.debug('Processing request content-type header') if (request_headers.get( 'Content-Type') or request_headers.get( 'content-type')) != 'application/query-cql-json': msg = ('Invalid body content-type') return self.get_exception( 400, headers, request.format, 'InvalidHeaderValue', msg) LOGGER.debug('Processing body') if not request.data: msg = 'missing request data' return self.get_exception( 400, headers, request.format, 'MissingParameterValue', msg) filter_ = None try: # Parse bytes data, if applicable data = request.data.decode() LOGGER.debug(data) except UnicodeDecodeError as err: LOGGER.error(err) msg = 'Unicode error in data' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) # FIXME: remove testing backend in use once CQL support is normalized if p.name == 'PostgreSQL': LOGGER.debug('processing PostgreSQL CQL_JSON data') try: filter_ = parse_cql_json(data) except Exception as err: LOGGER.error(err) msg = f'Bad CQL string : {data}' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) else: LOGGER.debug('processing Elasticsearch CQL_JSON data') try: filter_ = CQLModel.parse_raw(data) except Exception as err: LOGGER.error(err) msg = f'Bad CQL string : {data}' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) try: content = p.query(offset=offset, limit=limit, resulttype=resulttype, bbox=bbox, datetime_=datetime_, properties=properties, sortby=sortby, select_properties=select_properties, skip_geometry=skip_geometry, q=q, filterq=filter_) except ProviderConnectionError as err: LOGGER.error(err) msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderQueryError as err: LOGGER.error(err) msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderGenericError as err: LOGGER.error(err) msg = 'generic error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) return headers, 200, to_json(content, self.pretty_print) @gzip @pre_process def manage_collection_item( self, request: Union[APIRequest, Any], action, dataset, identifier=None) -> Tuple[dict, int, str]: """ Adds an item to a collection :param request: A request object :param dataset: dataset name :returns: tuple of headers, status code, content """ if not request.is_valid(PLUGINS['formatter'].keys()): return self.get_format_exception(request) # Set Content-Language to system locale until provider locale # has been determined headers = request.get_response_headers(SYSTEM_LOCALE) collections = filter_dict_by_key_value(self.config['resources'], 'type', 'collection') if dataset not in collections.keys(): msg = 'Collection not found' LOGGER.error(msg) return self.get_exception( 404, headers, request.format, 'NotFound', msg) LOGGER.debug('Loading provider') try: provider_def = get_provider_by_type( collections[dataset]['providers'], 'feature') p = load_plugin('provider', provider_def) except ProviderTypeError: try: provider_def = get_provider_by_type( collections[dataset]['providers'], 'record') p = load_plugin('provider', provider_def) except ProviderTypeError: msg = 'Invalid provider type' LOGGER.error(msg) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) if not p.editable: msg = 'Collection is not editable' LOGGER.error(msg) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) if action in ['create', 'update'] and not request.data: msg = 'No data found' LOGGER.error(msg) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) if action == 'create': LOGGER.debug('Creating item') try: identifier = p.create(request.data) except (ProviderInvalidDataError, TypeError) as err: msg = str(err) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) headers['Location'] = '{}/{}/items/{}'.format( self.get_collections_url(), dataset, identifier) return headers, 201, '' if action == 'update': LOGGER.debug('Updating item') try: _ = p.update(identifier, request.data) except (ProviderInvalidDataError, TypeError) as err: msg = str(err) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) return headers, 204, '' if action == 'delete': LOGGER.debug('Deleting item') try: _ = p.delete(identifier) except ProviderGenericError as err: msg = str(err) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) return headers, 200, '' @gzip @pre_process def get_collection_item(self, request: Union[APIRequest, Any], dataset, identifier) -> Tuple[dict, int, str]: """ Get a single collection item :param request: A request object :param dataset: dataset name :param identifier: item identifier :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) # Set Content-Language to system locale until provider locale # has been determined headers = request.get_response_headers(SYSTEM_LOCALE) LOGGER.debug('Processing query parameters') collections = filter_dict_by_key_value(self.config['resources'], 'type', 'collection') if dataset not in collections.keys(): msg = 'Collection not found' return self.get_exception( 404, headers, request.format, 'NotFound', msg) LOGGER.debug('Loading provider') try: provider_def = get_provider_by_type( collections[dataset]['providers'], 'feature') p = load_plugin('provider', provider_def) except ProviderTypeError: try: provider_def = get_provider_by_type( collections[dataset]['providers'], 'record') p = load_plugin('provider', provider_def) except ProviderTypeError: msg = 'Invalid provider type' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) # Get provider language (if any) prv_locale = l10n.get_plugin_locale(provider_def, request.raw_locale) try: LOGGER.debug('Fetching id {}'.format(identifier)) content = p.get(identifier, language=prv_locale) except ProviderConnectionError as err: LOGGER.error(err) msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderItemNotFoundError: msg = 'identifier not found' return self.get_exception(404, headers, request.format, 'NotFound', msg) except ProviderQueryError as err: LOGGER.error(err) msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderGenericError as err: LOGGER.error(err) msg = 'generic error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) if content is None: msg = 'identifier not found' return self.get_exception(400, headers, request.format, 'NotFound', msg) uri = content['properties'].get(p.uri_field) if p.uri_field else \ '{}/{}/items/{}'.format( self.get_collections_url(), dataset, identifier) if 'links' not in content: content['links'] = [] content['links'].extend([{ 'type': FORMAT_TYPES[F_JSON], 'rel': 'root', 'title': 'The landing page of this server as JSON', 'href': '{}?f={}'.format(self.config['server']['url'], F_JSON) }, { 'type': FORMAT_TYPES[F_HTML], 'rel': 'root', 'title': 'The landing page of this server as HTML', 'href': '{}?f={}'.format(self.config['server']['url'], F_HTML) }, { 'rel': request.get_linkrel(F_JSON), 'type': 'application/geo+json', 'title': 'This document as GeoJSON', 'href': '{}?f={}'.format(uri, F_JSON) }, { 'rel': request.get_linkrel(F_JSONLD), 'type': FORMAT_TYPES[F_JSONLD], 'title': 'This document as RDF (JSON-LD)', 'href': '{}?f={}'.format(uri, F_JSONLD) }, { 'rel': request.get_linkrel(F_HTML), 'type': FORMAT_TYPES[F_HTML], 'title': 'This document as HTML', 'href': '{}?f={}'.format(uri, F_HTML) }, { 'rel': 'collection', 'type': FORMAT_TYPES[F_JSON], 'title': l10n.translate(collections[dataset]['title'], request.locale), 'href': '{}/{}'.format( self.get_collections_url(), dataset) }]) if 'prev' in content: content['links'].append({ 'rel': 'prev', 'type': FORMAT_TYPES[request.format], 'href': '{}/{}/items/{}?f={}'.format( self.get_collections_url(), dataset, content['prev'], request.format) }) if 'next' in content: content['links'].append({ 'rel': 'next', 'type': FORMAT_TYPES[request.format], 'href': '{}/{}/items/{}?f={}'.format( self.get_collections_url(), dataset, content['next'], request.format) }) # Set response language to requested provider locale # (if it supports language) and/or otherwise the requested pygeoapi # locale (or fallback default locale) l10n.set_response_language(headers, prv_locale, request.locale) if request.format == F_HTML: # render content['title'] = l10n.translate(collections[dataset]['title'], request.locale) content['id_field'] = p.id_field if p.uri_field is not None: content['uri_field'] = p.uri_field if p.title_field is not None: content['title_field'] = l10n.translate(p.title_field, request.locale) content['collections_path'] = self.get_collections_url() content = render_j2_template(self.config, 'collections/items/item.html', content, request.locale) return headers, 200, content elif request.format == F_JSONLD: content = geojson2jsonld( self.config, content, dataset, uri, (p.uri_field or 'id') ) return headers, 200, to_json(content, self.pretty_print) @pre_process @jsonldify def get_collection_coverage(self, request: Union[APIRequest, Any], dataset) -> Tuple[dict, int, str]: """ Returns a subset of a collection coverage :param request: A request object :param dataset: dataset name :returns: tuple of headers, status code, content """ query_args = {} format_ = F_JSON # Force response content type and language (en-US only) headers headers = request.get_response_headers(SYSTEM_LOCALE, FORMAT_TYPES[F_JSON]) LOGGER.debug('Loading provider') try: collection_def = get_provider_by_type( self.config['resources'][dataset]['providers'], 'coverage') p = load_plugin('provider', collection_def) except KeyError: msg = 'collection does not exist' return self.get_exception( 404, headers, format_, 'InvalidParameterValue', msg) except ProviderTypeError: msg = 'invalid provider type' return self.get_exception( 400, headers, format_, 'NoApplicableCode', msg) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) LOGGER.debug('Processing bbox parameter') bbox = request.params.get('bbox') if bbox is None: bbox = [] else: try: bbox = validate_bbox(bbox) except ValueError as err: msg = str(err) return self.get_exception( 500, headers, format_, 'InvalidParameterValue', msg) query_args['bbox'] = bbox LOGGER.debug('Processing bbox-crs parameter') bbox_crs = request.params.get('bbox-crs') if bbox_crs is not None: query_args['bbox_crs'] = bbox_crs LOGGER.debug('Processing datetime parameter') datetime_ = request.params.get('datetime', None) try: datetime_ = validate_datetime( self.config['resources'][dataset]['extents'], datetime_) except ValueError as err: msg = str(err) return self.get_exception( 400, headers, format_, 'InvalidParameterValue', msg) query_args['datetime_'] = datetime_ if 'f' in request.params: # Format explicitly set using a query parameter query_args['format_'] = format_ = request.format properties = request.params.get('properties') if properties: LOGGER.debug('Processing properties parameter') query_args['properties'] = [rs for rs in properties.split(',') if rs] LOGGER.debug('Fields: {}'.format(query_args['properties'])) for a in query_args['properties']: if a not in p.fields: msg = 'Invalid field specified' return self.get_exception( 400, headers, format_, 'InvalidParameterValue', msg) if 'subset' in request.params: LOGGER.debug('Processing subset parameter') try: subsets = validate_subset(request.params['subset'] or '') except (AttributeError, ValueError) as err: msg = 'Invalid subset: {}'.format(err) LOGGER.error(msg) return self.get_exception( 400, headers, format_, 'InvalidParameterValue', msg) if not set(subsets.keys()).issubset(p.axes): msg = 'Invalid axis name' LOGGER.error(msg) return self.get_exception( 400, headers, format_, 'InvalidParameterValue', msg) query_args['subsets'] = subsets LOGGER.debug('Subsets: {}'.format(query_args['subsets'])) LOGGER.debug('Querying coverage') try: data = p.query(**query_args) except ProviderInvalidQueryError as err: msg = 'query error: {}'.format(err) return self.get_exception( 400, headers, format_, 'InvalidParameterValue', msg) except ProviderNoDataError: msg = 'No data found' return self.get_exception( 204, headers, format_, 'InvalidParameterValue', msg) except ProviderQueryError: msg = 'query error (check logs)' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) mt = collection_def['format']['name'] if format_ == mt: # native format if p.filename is not None: cd = 'attachment; filename="{}"'.format(p.filename) headers['Content-Disposition'] = cd headers['Content-Type'] = collection_def['format']['mimetype'] return headers, 200, data elif format_ == F_JSON: headers['Content-Type'] = 'application/prs.coverage+json' return headers, 200, to_json(data, self.pretty_print) else: return self.get_format_exception(request) @gzip @pre_process @jsonldify def get_collection_coverage_domainset( self, request: Union[APIRequest, Any], dataset) -> Tuple[dict, int, str]: """ Returns a collection coverage domainset :param request: A request object :param dataset: dataset name :returns: tuple of headers, status code, content """ format_ = request.format or F_JSON headers = request.get_response_headers(self.default_locale) LOGGER.debug('Loading provider') try: collection_def = get_provider_by_type( self.config['resources'][dataset]['providers'], 'coverage') p = load_plugin('provider', collection_def) data = p.get_coverage_domainset() except KeyError: msg = 'collection does not exist' return self.get_exception( 404, headers, format_, 'InvalidParameterValue', msg) except ProviderTypeError: msg = 'invalid provider type' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) if format_ == F_JSON: return headers, 200, to_json(data, self.pretty_print) elif format_ == F_HTML: data['id'] = dataset data['title'] = l10n.translate( self.config['resources'][dataset]['title'], self.default_locale) data['collections_path'] = self.get_collections_url() content = render_j2_template(self.config, 'collections/coverage/domainset.html', data, self.default_locale) return headers, 200, content else: return self.get_format_exception(request) @gzip @pre_process @jsonldify def get_collection_coverage_rangetype( self, request: Union[APIRequest, Any], dataset) -> Tuple[dict, int, str]: """ Returns a collection coverage rangetype :param request: A request object :param dataset: dataset name :returns: tuple of headers, status code, content """ format_ = request.format or F_JSON headers = request.get_response_headers(self.default_locale) LOGGER.debug('Loading provider') try: collection_def = get_provider_by_type( self.config['resources'][dataset]['providers'], 'coverage') p = load_plugin('provider', collection_def) data = p.get_coverage_rangetype() except KeyError: msg = 'collection does not exist' return self.get_exception( 404, headers, format_, 'InvalidParameterValue', msg) except ProviderTypeError: msg = 'invalid provider type' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) if format_ == F_JSON: return headers, 200, to_json(data, self.pretty_print) elif format_ == F_HTML: data['id'] = dataset data['title'] = l10n.translate( self.config['resources'][dataset]['title'], self.default_locale) data['collections_path'] = self.get_collections_url() content = render_j2_template(self.config, 'collections/coverage/rangetype.html', data, self.default_locale) return headers, 200, content else: return self.get_format_exception(request) @gzip @pre_process @jsonldify def get_collection_tiles(self, request: Union[APIRequest, Any], dataset=None) -> Tuple[dict, int, str]: """ Provide collection tiles :param request: A request object :param dataset: name of collection :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers(SYSTEM_LOCALE) if any([dataset is None, dataset not in self.config['resources'].keys()]): msg = 'Collection not found' return self.get_exception( 404, headers, request.format, 'NotFound', msg) LOGGER.debug('Creating collection tiles') LOGGER.debug('Loading provider') try: t = get_provider_by_type( self.config['resources'][dataset]['providers'], 'tile') p = load_plugin('provider', t) except (KeyError, ProviderTypeError): msg = 'Invalid collection tiles' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderQueryError: msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) tiles = { 'links': [], 'tilesets': [] } tiles['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': request.get_linkrel(F_JSON), 'title': 'This document as JSON', 'href': '{}/{}/tiles?f={}'.format( self.get_collections_url(), dataset, F_JSON) }) tiles['links'].append({ 'type': FORMAT_TYPES[F_JSONLD], 'rel': request.get_linkrel(F_JSONLD), 'title': 'This document as RDF (JSON-LD)', 'href': '{}/{}/tiles?f={}'.format( self.get_collections_url(), dataset, F_JSONLD) }) tiles['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': request.get_linkrel(F_HTML), 'title': 'This document as HTML', 'href': '{}/{}/tiles?f={}'.format( self.get_collections_url(), dataset, F_HTML) }) tile_services = p.get_tiles_service( baseurl=self.config['server']['url'], servicepath='{}/{}/tiles/{{{}}}/{{{}}}/{{{}}}/{{{}}}?f=mvt' .format(self.get_collections_url(), dataset, 'tileMatrixSetId', 'tileMatrix', 'tileRow', 'tileCol')) for service in tile_services['links']: tiles['links'].append(service) tiling_schemes = p.get_tiling_schemes() for matrix in tiling_schemes: tile_matrix = { 'title': dataset, 'tileMatrixSetURI': matrix['tileMatrixSetURI'], 'crs': matrix['crs'], 'dataType': 'vector', 'links': [] } tile_matrix['links'].append({ 'type': FORMAT_TYPES[F_JSON], 'rel': request.get_linkrel(F_JSON), 'title': '{} - {} - {}'.format( dataset, matrix['tileMatrixSet'], F_JSON), 'href': '{}/{}/tiles/{}?f={}'.format( self.get_collections_url(), dataset, matrix['tileMatrixSet'], F_JSON) }) tile_matrix['links'].append({ 'type': FORMAT_TYPES[F_HTML], 'rel': request.get_linkrel(F_HTML), 'title': '{} - {} - {}'.format( dataset, matrix['tileMatrixSet'], F_HTML), 'href': '{}/{}/tiles/{}?f={}'.format( self.get_collections_url(), dataset, matrix['tileMatrixSet'], F_HTML) }) tiles['tilesets'].append(tile_matrix) metadata_format = p.options['metadata_format'] if request.format == F_HTML: # render tiles['id'] = dataset tiles['title'] = l10n.translate( self.config['resources'][dataset]['title'], SYSTEM_LOCALE) tiles['tilesets'] = [ scheme['tileMatrixSet'] for scheme in p.get_tiling_schemes()] tiles['format'] = metadata_format tiles['bounds'] = \ self.config['resources'][dataset]['extents']['spatial']['bbox'] tiles['minzoom'] = p.options['zoom']['min'] tiles['maxzoom'] = p.options['zoom']['max'] tiles['collections_path'] = self.get_collections_url() content = render_j2_template(self.config, 'collections/tiles/index.html', tiles, SYSTEM_LOCALE) return headers, 200, content return headers, 200, to_json(tiles, self.pretty_print) @gzip @pre_process @jsonldify def get_collection_tiles_data( self, request: Union[APIRequest, Any], dataset=None, matrix_id=None, z_idx=None, y_idx=None, x_idx=None) -> Tuple[dict, int, str]: """ Get collection items tiles :param request: A request object :param dataset: dataset name :param matrix_id: matrix identifier :param z_idx: z index :param y_idx: y index :param x_idx: x index :returns: tuple of headers, status code, content """ format_ = request.format if not format_: return self.get_format_exception(request) headers = request.get_response_headers(SYSTEM_LOCALE) LOGGER.debug('Processing tiles') collections = filter_dict_by_key_value(self.config['resources'], 'type', 'collection') if dataset not in collections.keys(): msg = 'Collection not found' return self.get_exception( 404, headers, request.format, 'NotFound', msg) LOGGER.debug('Loading tile provider') try: t = get_provider_by_type( self.config['resources'][dataset]['providers'], 'tile') p = load_plugin('provider', t) format_ = p.format_type headers['Content-Type'] = format_ LOGGER.debug('Fetching tileset id {} and tile {}/{}/{}'.format( matrix_id, z_idx, y_idx, x_idx)) content = p.get_tiles(layer=p.get_layer(), tileset=matrix_id, z=z_idx, y=y_idx, x=x_idx, format_=format_) if content is None: msg = 'identifier not found' return self.get_exception( 404, headers, format_, 'NotFound', msg) else: return headers, 202, content # @TODO: figure out if the spec requires to return json errors except KeyError: msg = 'Invalid collection tiles' return self.get_exception( 400, headers, format_, 'InvalidParameterValue', msg) except ProviderConnectionError as err: LOGGER.error(err) msg = 'connection error (check logs)' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) except ProviderTilesetIdNotFoundError: msg = 'Tileset id not found' return self.get_exception( 404, headers, format_, 'NotFound', msg) except ProviderTileQueryError as err: LOGGER.error(err) msg = 'Tile not found' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) except ProviderTileNotFoundError as err: LOGGER.error(err) msg = 'Tile not found (check logs)' return self.get_exception( 404, headers, format_, 'NoMatch', msg) except ProviderGenericError as err: LOGGER.error(err) msg = 'Generic error (check logs)' return self.get_exception( 500, headers, format_, 'NoApplicableCode', msg) @gzip @pre_process @jsonldify def get_collection_tiles_metadata( self, request: Union[APIRequest, Any], dataset=None, matrix_id=None) -> Tuple[dict, int, str]: """ Get collection items tiles :param request: A request object :param dataset: dataset name :param matrix_id: matrix identifier :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers() if any([dataset is None, dataset not in self.config['resources'].keys()]): msg = 'Collection not found' return self.get_exception( 404, headers, request.format, 'NotFound', msg) LOGGER.debug('Creating collection tiles') LOGGER.debug('Loading provider') try: t = get_provider_by_type( self.config['resources'][dataset]['providers'], 'tile') p = load_plugin('provider', t) except KeyError: msg = 'Invalid collection tiles' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'InvalidParameterValue', msg) except ProviderQueryError: msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'InvalidParameterValue', msg) # Get provider language (if any) prv_locale = l10n.get_plugin_locale(t, request.raw_locale) if matrix_id not in p.options['schemes']: msg = 'tileset not found' return self.get_exception(404, headers, request.format, 'NotFound', msg) metadata_format = p.options['metadata_format'] tilejson = True if (metadata_format == 'tilejson') else False tiles_metadata = p.get_metadata( dataset=dataset, server_url=self.config['server']['url'], layer=p.get_layer(), tileset=matrix_id, tilejson=tilejson, language=prv_locale) # Set response language to requested provider locale # (if it supports language) and/or otherwise the requested pygeoapi # locale (or fallback default locale) l10n.set_response_language(headers, prv_locale, request.locale) if request.format == F_HTML: # render metadata = dict(metadata=tiles_metadata) metadata['id'] = dataset metadata['title'] = l10n.translate( self.config['resources'][dataset]['title'], request.locale) metadata['tileset'] = matrix_id metadata['format'] = metadata_format metadata['collections_path'] = self.get_collections_url() content = render_j2_template(self.config, 'collections/tiles/metadata.html', metadata, request.locale) return headers, 200, content return headers, 200, to_json(tiles_metadata, self.pretty_print) @gzip @pre_process @jsonldify def describe_processes(self, request: Union[APIRequest, Any], process=None) -> Tuple[dict, int, str]: """ Provide processes metadata :param request: A request object :param process: process identifier, defaults to None to obtain information about all processes :returns: tuple of headers, status code, content """ processes = [] if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers() processes_config = filter_dict_by_key_value(self.config['resources'], 'type', 'process') if process is not None: if process not in processes_config.keys() or not processes_config: msg = 'Identifier not found' return self.get_exception( 404, headers, request.format, 'NoSuchProcess', msg) if processes_config: if process is not None: relevant_processes = [(process, processes_config[process])] else: relevant_processes = processes_config.items() for key, value in relevant_processes: p = load_plugin('process', processes_config[key]['processor']) p2 = l10n.translate_struct(deepcopy(p.metadata), request.locale) if process is None: p2.pop('inputs') p2.pop('outputs') p2.pop('example') p2['jobControlOptions'] = ['sync-execute'] if self.manager.is_async: p2['jobControlOptions'].append('async-execute') p2['outputTransmission'] = ['value'] p2['links'] = p2.get('links', []) jobs_url = '{}/jobs'.format(self.config['server']['url']) process_url = '{}/processes/{}'.format( self.config['server']['url'], key) # TODO translation support link = { 'type': FORMAT_TYPES[F_JSON], 'rel': request.get_linkrel(F_JSON), 'href': '{}?f={}'.format(process_url, F_JSON), 'title': 'Process description as JSON', 'hreflang': self.default_locale } p2['links'].append(link) link = { 'type': FORMAT_TYPES[F_HTML], 'rel': request.get_linkrel(F_HTML), 'href': '{}?f={}'.format(process_url, F_HTML), 'title': 'Process description as HTML', 'hreflang': self.default_locale } p2['links'].append(link) link = { 'type': FORMAT_TYPES[F_HTML], 'rel': 'http://www.opengis.net/def/rel/ogc/1.0/job-list', 'href': '{}?f={}'.format(jobs_url, F_HTML), 'title': 'jobs for this process as HTML', 'hreflang': self.default_locale } p2['links'].append(link) link = { 'type': FORMAT_TYPES[F_JSON], 'rel': 'http://www.opengis.net/def/rel/ogc/1.0/job-list', 'href': '{}?f={}'.format(jobs_url, F_JSON), 'title': 'jobs for this process as JSON', 'hreflang': self.default_locale } p2['links'].append(link) link = { 'type': FORMAT_TYPES[F_JSON], 'rel': 'http://www.opengis.net/def/rel/ogc/1.0/execute', 'href': '{}/execution?f={}'.format(process_url, F_JSON), 'title': 'Execution for this process as JSON', 'hreflang': self.default_locale } p2['links'].append(link) processes.append(p2) if process is not None: response = processes[0] else: response = { 'processes': processes } if request.format == F_HTML: # render if process is not None: response = render_j2_template(self.config, 'processes/process.html', response, request.locale) else: response = render_j2_template(self.config, 'processes/index.html', response, request.locale) return headers, 200, response return headers, 200, to_json(response, self.pretty_print) @gzip @pre_process def get_jobs(self, request: Union[APIRequest, Any], job_id=None) -> Tuple[dict, int, str]: """ Get process jobs :param request: A request object :param job_id: id of job :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers(SYSTEM_LOCALE) if self.manager: if job_id is None: print(self.manager.get_jobs()) jobs = sorted(self.manager.get_jobs(), key=lambda k: k['job_start_datetime'], reverse=True) else: jobs = [self.manager.get_job(job_id)] else: LOGGER.debug('Process management not configured') jobs = [] serialized_jobs = { 'jobs': [], 'links': [{ 'href': '{}/jobs?f={}'.format(self.config['server']['url'], F_HTML), # noqa 'rel': request.get_linkrel(F_HTML), 'type': FORMAT_TYPES[F_HTML], 'title': 'Jobs list as HTML' }, { 'href': '{}/jobs?f={}'.format(self.config['server']['url'], F_JSON), # noqa 'rel': request.get_linkrel(F_JSON), 'type': FORMAT_TYPES[F_JSON], 'title': 'Jobs list as JSON' }] } for job_ in jobs: job2 = { 'processID': job_['process_id'], 'jobID': job_['identifier'], 'status': job_['status'], 'message': job_['message'], 'progress': job_['progress'], 'parameters': job_.get('parameters'), 'job_start_datetime': job_['job_start_datetime'], 'job_end_datetime': job_['job_end_datetime'] } # TODO: translate if JobStatus[job_['status']] in ( JobStatus.successful, JobStatus.running, JobStatus.accepted): job_result_url = '{}/jobs/{}/results'.format( self.config['server']['url'], job_['identifier']) job2['links'] = [{ 'href': '{}?f={}'.format(job_result_url, F_HTML), 'rel': 'about', 'type': FORMAT_TYPES[F_HTML], 'title': 'results of job {} as HTML'.format(job_id) }, { 'href': '{}?f={}'.format(job_result_url, F_JSON), 'rel': 'about', 'type': FORMAT_TYPES[F_JSON], 'title': 'results of job {} as JSON'.format(job_id) }] if job_['mimetype'] not in (FORMAT_TYPES[F_JSON], FORMAT_TYPES[F_HTML]): job2['links'].append({ 'href': job_result_url, 'rel': 'about', 'type': job_['mimetype'], 'title': 'results of job {} as {}'.format( job_id, job_['mimetype']) }) serialized_jobs['jobs'].append(job2) if job_id is None: j2_template = 'jobs/index.html' else: serialized_jobs = serialized_jobs['jobs'][0] j2_template = 'jobs/job.html' if request.format == F_HTML: data = { 'jobs': serialized_jobs, 'now': datetime.now(timezone.utc).strftime(DATETIME_FORMAT) } response = render_j2_template(self.config, j2_template, data, SYSTEM_LOCALE) return headers, 200, response return headers, 200, to_json(serialized_jobs, self.pretty_print) @gzip @pre_process def execute_process(self, request: Union[APIRequest, Any], process_id) -> Tuple[dict, int, str]: """ Execute process :param request: A request object :param process_id: id of process :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) # Responses are always in US English only headers = request.get_response_headers(SYSTEM_LOCALE) processes_config = filter_dict_by_key_value( self.config['resources'], 'type', 'process' ) if process_id not in processes_config: msg = 'identifier not found' return self.get_exception( 404, headers, request.format, 'NoSuchProcess', msg) if not self.manager: msg = 'Process manager is undefined' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) process = load_plugin('process', processes_config[process_id]['processor']) data = request.data if not data: # TODO not all processes require input, e.g. time-dependent or # random value generators msg = 'missing request data' return self.get_exception( 400, headers, request.format, 'MissingParameterValue', msg) try: # Parse bytes data, if applicable data = data.decode() LOGGER.debug(data) except (UnicodeDecodeError, AttributeError): pass try: data = json.loads(data) except (json.decoder.JSONDecodeError, TypeError) as err: # Input does not appear to be valid JSON LOGGER.error(err) msg = 'invalid request data' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) data_dict = data.get('inputs', {}) LOGGER.debug(data_dict) job_id = data.get("job_id", str(uuid.uuid1())) url = '{}/jobs/{}'.format( self.config['server']['url'], job_id) headers['Location'] = url is_async = data.get('mode', 'auto') == 'async' if is_async: LOGGER.debug('Asynchronous request mode detected') if is_async and not self.manager.is_async: LOGGER.debug('async manager not configured/enabled') is_async = False try: LOGGER.debug('Executing process') mime_type, outputs, status = self.manager.execute_process( process, job_id, data_dict, is_async) except ProcessorExecuteError as err: LOGGER.error(err) msg = 'Processing error' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) response = {} if status == JobStatus.failed: response = outputs if data.get('response', 'raw') == 'raw': headers['Content-Type'] = mime_type response = outputs elif status != JobStatus.failed and not is_async: response['outputs'] = [outputs] if is_async: http_status = 201 else: http_status = 200 if mime_type == 'application/json': response2 = to_json(response, self.pretty_print) else: response2 = response return headers, http_status, response2 @gzip @pre_process def get_job_result(self, request: Union[APIRequest, Any], job_id) -> Tuple[dict, int, str]: """ Get result of job (instance of a process) :param request: A request object :param job_id: ID of job :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers(SYSTEM_LOCALE) job = self.manager.get_job(job_id) if not job: msg = 'job not found' return self.get_exception(404, headers, request.format, 'NoSuchJob', msg) status = JobStatus[job['status']] if status == JobStatus.running: msg = 'job still running' return self.get_exception( 404, headers, request.format, 'ResultNotReady', msg) elif status == JobStatus.accepted: # NOTE: this case is not mentioned in the specification msg = 'job accepted but not yet running' return self.get_exception( 404, headers, request.format, 'ResultNotReady', msg) elif status == JobStatus.failed: msg = 'job failed' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) mimetype, job_output = self.manager.get_job_result(job_id) if mimetype not in (None, FORMAT_TYPES[F_JSON]): headers['Content-Type'] = mimetype content = job_output else: if request.format == F_JSON: content = json.dumps(job_output, sort_keys=True, indent=4, default=json_serial) else: # HTML data = { 'job': {'id': job_id}, 'result': job_output } content = render_j2_template( self.config, 'jobs/results/index.html', data, SYSTEM_LOCALE) return headers, 200, content
[docs] def delete_job(self, job_id) -> Tuple[dict, int, str]: """ Delete a process job :param job_id: job identifier :returns: tuple of headers, status code, content """ success = self.manager.delete_job(job_id) if not success: http_status = 404 response = { 'code': 'NoSuchJob', 'description': 'Job identifier not found' } else: http_status = 200 jobs_url = '{}/jobs'.format(self.config['server']['url']) response = { 'jobID': job_id, 'status': JobStatus.dismissed.value, 'message': 'Job dismissed', 'progress': 100, 'links': [{ 'href': jobs_url, 'rel': 'up', 'type': FORMAT_TYPES[F_JSON], 'title': 'The job list for the current process' }] } LOGGER.info(response) # TODO: this response does not have any headers return {}, http_status, response
@gzip @pre_process def get_collection_edr_query( self, request: Union[APIRequest, Any], dataset, instance, query_type) -> Tuple[dict, int, str]: """ Queries collection EDR :param request: APIRequest instance with query params :param dataset: dataset name :param instance: instance name :param query_type: EDR query type :returns: tuple of headers, status code, content """ if not request.is_valid(PLUGINS['formatter'].keys()): return self.get_format_exception(request) headers = request.get_response_headers(self.default_locale) collections = filter_dict_by_key_value(self.config['resources'], 'type', 'collection') if dataset not in collections.keys(): msg = 'Collection not found' return self.get_exception( 404, headers, request.format, 'NotFound', msg) LOGGER.debug('Processing query parameters') LOGGER.debug('Processing datetime parameter') datetime_ = request.params.get('datetime') try: datetime_ = validate_datetime(collections[dataset]['extents'], datetime_) except ValueError as err: msg = str(err) return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('Processing parameter-name parameter') parameternames = request.params.get('parameter-name') or [] if isinstance(parameternames, str): parameternames = parameternames.split(',') LOGGER.debug('Processing coords parameter') wkt = request.params.get('coords', None) if not wkt: msg = 'missing coords parameter' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) try: wkt = shapely_loads(wkt) except WKTReadingError: msg = 'invalid coords parameter' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) LOGGER.debug('Processing z parameter') z = request.params.get('z') LOGGER.debug('Loading provider') try: p = load_plugin('provider', get_provider_by_type( collections[dataset]['providers'], 'edr')) except ProviderTypeError: msg = 'invalid provider type' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderConnectionError: msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) except ProviderQueryError: msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) if instance is not None and not p.get_instance(instance): msg = 'Invalid instance identifier' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) if query_type not in p.get_query_types(): msg = 'Unsupported query type' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) if parameternames and not any((fld['id'] in parameternames) for fld in p.get_fields()['field']): msg = 'Invalid parameter-name' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg) query_args = dict( query_type=query_type, instance=instance, format_=request.format, datetime_=datetime_, select_properties=parameternames, wkt=wkt, z=z ) try: data = p.query(**query_args) except ProviderNoDataError: msg = 'No data found' return self.get_exception( 204, headers, request.format, 'NoMatch', msg) except ProviderQueryError: msg = 'query error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) if request.format == F_HTML: # render content = render_j2_template(self.config, 'collections/edr/query.html', data, self.default_locale) else: content = to_json(data, self.pretty_print) return headers, 200, content @gzip @pre_process @jsonldify def get_stac_root( self, request: Union[APIRequest, Any]) -> Tuple[dict, int, str]: """ Provide STAC root page :param request: APIRequest instance with query params :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers() id_ = 'pygeoapi-stac' stac_version = '1.0.0-rc.2' stac_url = os.path.join(self.config['server']['url'], 'stac') content = { 'id': id_, 'type': 'Catalog', 'stac_version': stac_version, 'title': l10n.translate( self.config['metadata']['identification']['title'], request.locale), 'description': l10n.translate( self.config['metadata']['identification']['description'], request.locale), 'links': [] } stac_collections = filter_dict_by_key_value(self.config['resources'], 'type', 'stac-collection') for key, value in stac_collections.items(): content['links'].append({ 'rel': 'child', 'href': '{}/{}?f={}'.format(stac_url, key, F_JSON), 'type': FORMAT_TYPES[F_JSON] }) content['links'].append({ 'rel': 'child', 'href': '{}/{}'.format(stac_url, key), 'type': FORMAT_TYPES[F_HTML] }) if request.format == F_HTML: # render content = render_j2_template(self.config, 'stac/collection.html', content, request.locale) return headers, 200, content return headers, 200, to_json(content, self.pretty_print) @gzip @pre_process @jsonldify def get_stac_path(self, request: Union[APIRequest, Any], path) -> Tuple[dict, int, str]: """ Provide STAC resource path :param request: APIRequest instance with query params :returns: tuple of headers, status code, content """ if not request.is_valid(): return self.get_format_exception(request) headers = request.get_response_headers() dataset = None LOGGER.debug('Path: {}'.format(path)) dir_tokens = path.split('/') if dir_tokens: dataset = dir_tokens[0] stac_collections = filter_dict_by_key_value(self.config['resources'], 'type', 'stac-collection') if dataset not in stac_collections: msg = 'Collection not found' return self.get_exception(404, headers, request.format, 'NotFound', msg) LOGGER.debug('Loading provider') try: p = load_plugin('provider', get_provider_by_type( stac_collections[dataset]['providers'], 'stac')) except ProviderConnectionError as err: LOGGER.error(err) msg = 'connection error (check logs)' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) id_ = '{}-stac'.format(dataset) stac_version = '1.0.0-rc.2' content = { 'id': id_, 'type': 'Catalog', 'stac_version': stac_version, 'description': l10n.translate( stac_collections[dataset]['description'], request.locale), 'links': [] } try: stac_data = p.get_data_path( os.path.join(self.config['server']['url'], 'stac'), path, path.replace(dataset, '', 1) ) except ProviderNotFoundError as err: LOGGER.error(err) msg = 'resource not found' return self.get_exception(404, headers, request.format, 'NotFound', msg) except Exception as err: LOGGER.error(err) msg = 'data query error' return self.get_exception( 500, headers, request.format, 'NoApplicableCode', msg) if isinstance(stac_data, dict): content.update(stac_data) content['links'].extend(stac_collections[dataset]['links']) if request.format == F_HTML: # render content['path'] = path if 'assets' in content: # item view content = render_j2_template(self.config, 'stac/item.html', content, request.locale) else: content = render_j2_template(self.config, 'stac/catalog.html', content, request.locale) return headers, 200, content return headers, 200, to_json(content, self.pretty_print) else: # send back file headers.pop('Content-Type', None) return headers, 200, stac_data
[docs] def get_exception(self, status, headers, format_, code, description) -> Tuple[dict, int, str]: """ Exception handler :param status: HTTP status code :param headers: dict of HTTP response headers :param format_: format string :param code: OGC API exception code :param description: OGC API exception code :returns: tuple of headers, status, and message """ LOGGER.error(description) exception = { 'code': code, 'description': description } if format_ == F_HTML: headers['Content-Type'] = FORMAT_TYPES[F_HTML] content = render_j2_template( self.config, 'exception.html', exception, SYSTEM_LOCALE) else: content = to_json(exception, self.pretty_print) return headers, status, content
[docs] def get_format_exception(self, request) -> Tuple[dict, int, str]: """ Returns a format exception. :param request: An APIRequest instance. :returns: tuple of (headers, status, message) """ # Content-Language is in the system locale (ignore language settings) headers = request.get_response_headers(SYSTEM_LOCALE) msg = f'Invalid format: {request.format}' return self.get_exception( 400, headers, request.format, 'InvalidParameterValue', msg)
def get_collections_url(self): return '{}/collections'.format(self.config['server']['url'])
[docs]def validate_bbox(value=None) -> list: """ Helper function to validate bbox parameter :param value: `list` of minx, miny, maxx, maxy :returns: bbox as `list` of `float` values """ if value is None: LOGGER.debug('bbox is empty') return [] bbox = value.split(',') if len(bbox) != 4: msg = 'bbox should be 4 values (minx,miny,maxx,maxy)' LOGGER.debug(msg) raise ValueError(msg) try: bbox = [float(c) for c in bbox] except ValueError as err: msg = 'bbox values must be numbers' err.args = (msg,) LOGGER.debug(msg) raise if bbox[1] > bbox[3]: msg = 'miny should be less than maxy' LOGGER.debug(msg) raise ValueError(msg) if bbox[0] > bbox[2]: msg = 'minx is greater than maxx (possibly antimeridian bbox)' LOGGER.debug(msg) return bbox
[docs]def validate_datetime(resource_def, datetime_=None) -> str: """ Helper function to validate temporal parameter :param resource_def: `dict` of configuration resource definition :param datetime_: `str` of datetime parameter :returns: `str` of datetime input, if valid """ # TODO: pass datetime to query as a `datetime` object # we would need to ensure partial dates work accordingly # as well as setting '..' values to `None` so that underlying # providers can just assume a `datetime.datetime` object # # NOTE: needs testing when passing partials from API to backend datetime_invalid = False if datetime_ is not None and 'temporal' in resource_def: dateparse_begin = partial(dateparse, default=datetime.min) dateparse_end = partial(dateparse, default=datetime.max) unix_epoch = datetime(1970, 1, 1, 0, 0, 0) dateparse_ = partial(dateparse, default=unix_epoch) te = resource_def['temporal'] try: if te['begin'] is not None and te['begin'].tzinfo is None: te['begin'] = te['begin'].replace(tzinfo=pytz.UTC) if te['end'] is not None and te['end'].tzinfo is None: te['end'] = te['end'].replace(tzinfo=pytz.UTC) except AttributeError: msg = 'Configured times should be RFC3339' LOGGER.error(msg) raise ValueError(msg) if '/' in datetime_: # envelope LOGGER.debug('detected time range') LOGGER.debug('Validating time windows') # normalize "" to ".." (actually changes datetime_) datetime_ = re.sub(r'^/', '../', datetime_) datetime_ = re.sub(r'/$', '/..', datetime_) datetime_begin, datetime_end = datetime_.split('/') if datetime_begin != '..': datetime_begin = dateparse_begin(datetime_begin) if datetime_begin.tzinfo is None: datetime_begin = datetime_begin.replace( tzinfo=pytz.UTC) if datetime_end != '..': datetime_end = dateparse_end(datetime_end) if datetime_end.tzinfo is None: datetime_end = datetime_end.replace(tzinfo=pytz.UTC) datetime_invalid = any([ (te['end'] is not None and datetime_begin != '..' and datetime_begin > te['end']), (te['begin'] is not None and datetime_end != '..' and datetime_end < te['begin']) ]) else: # time instant LOGGER.debug('detected time instant') datetime__ = dateparse_(datetime_) if datetime__ != '..': if datetime__.tzinfo is None: datetime__ = datetime__.replace(tzinfo=pytz.UTC) datetime_invalid = any([ (te['begin'] is not None and datetime__ != '..' and datetime__ < te['begin']), (te['end'] is not None and datetime__ != '..' and datetime__ > te['end']) ]) if datetime_invalid: msg = 'datetime parameter out of range' LOGGER.debug(msg) raise ValueError(msg) return datetime_
[docs]def validate_subset(value: str) -> dict: """ Helper function to validate subset parameter :param value: `subset` parameter :returns: dict of axis/values """ subsets = {} for s in value.split(','): LOGGER.debug('Processing subset {}'.format(s)) m = re.search(r'(.*)\((.*)\)', s) subset_name, values = m.group(1, 2) if '"' in values: LOGGER.debug('Values are strings') if values.count('"') % 2 != 0: msg = 'Invalid format: subset should be like axis("min"[:"max"])' # noqa LOGGER.error(msg) raise ValueError(msg) try: LOGGER.debug('Value is an interval') m = re.search(r'"(\S+)":"(\S+)"', values) values = list(m.group(1, 2)) except AttributeError: LOGGER.debug('Value is point') m = re.search(r'"(.*)"', values) values = [m.group(1)] else: LOGGER.debug('Values are numbers') try: LOGGER.debug('Value is an interval') m = re.search(r'(\S+):(\S+)', values) values = list(m.group(1, 2)) except AttributeError: LOGGER.debug('Value is point') values = [values] subsets[subset_name] = list(map(get_typed_value, values)) return subsets