|
| 1 | +import os |
| 2 | +from typing import Any, List, Optional, Protocol |
| 3 | + |
| 4 | +from stac_fastapi.types.stac import Item |
| 5 | + |
| 6 | + |
| 7 | +# stac_pydantic classes extend _GeometryBase, which doesn't have a type field, |
| 8 | +# So create our own Protocol for typing |
| 9 | +# Union[ Point, MultiPoint, LineString, MultiLineString, Polygon, MultiPolygon, GeometryCollection] |
| 10 | +class Geometry(Protocol): # noqa |
| 11 | + type: str |
| 12 | + coordinates: Any |
| 13 | + |
| 14 | + |
| 15 | +COLLECTIONS_INDEX = os.getenv("STAC_COLLECTIONS_INDEX", "collections") |
| 16 | +ITEMS_INDEX_PREFIX = os.getenv("STAC_ITEMS_INDEX_PREFIX", "items_") |
| 17 | +ES_INDEX_NAME_UNSUPPORTED_CHARS = { |
| 18 | + "\\", |
| 19 | + "/", |
| 20 | + "*", |
| 21 | + "?", |
| 22 | + '"', |
| 23 | + "<", |
| 24 | + ">", |
| 25 | + "|", |
| 26 | + " ", |
| 27 | + ",", |
| 28 | + "#", |
| 29 | + ":", |
| 30 | +} |
| 31 | + |
| 32 | +ITEM_INDICES = f"{ITEMS_INDEX_PREFIX}*,-*kibana*,-{COLLECTIONS_INDEX}*" |
| 33 | + |
| 34 | +DEFAULT_SORT = { |
| 35 | + "properties.datetime": {"order": "desc"}, |
| 36 | + "id": {"order": "desc"}, |
| 37 | + "collection": {"order": "desc"}, |
| 38 | +} |
| 39 | + |
| 40 | +ES_ITEMS_SETTINGS = { |
| 41 | + "index": { |
| 42 | + "sort.field": list(DEFAULT_SORT.keys()), |
| 43 | + "sort.order": [v["order"] for v in DEFAULT_SORT.values()], |
| 44 | + } |
| 45 | +} |
| 46 | + |
| 47 | +ES_MAPPINGS_DYNAMIC_TEMPLATES = [ |
| 48 | + # Common https://github.com/radiantearth/stac-spec/blob/master/item-spec/common-metadata.md |
| 49 | + { |
| 50 | + "descriptions": { |
| 51 | + "match_mapping_type": "string", |
| 52 | + "match": "description", |
| 53 | + "mapping": {"type": "text"}, |
| 54 | + } |
| 55 | + }, |
| 56 | + { |
| 57 | + "titles": { |
| 58 | + "match_mapping_type": "string", |
| 59 | + "match": "title", |
| 60 | + "mapping": {"type": "text"}, |
| 61 | + } |
| 62 | + }, |
| 63 | + # Projection Extension https://github.com/stac-extensions/projection |
| 64 | + {"proj_epsg": {"match": "proj:epsg", "mapping": {"type": "integer"}}}, |
| 65 | + { |
| 66 | + "proj_projjson": { |
| 67 | + "match": "proj:projjson", |
| 68 | + "mapping": {"type": "object", "enabled": False}, |
| 69 | + } |
| 70 | + }, |
| 71 | + { |
| 72 | + "proj_centroid": { |
| 73 | + "match": "proj:centroid", |
| 74 | + "mapping": {"type": "geo_point"}, |
| 75 | + } |
| 76 | + }, |
| 77 | + { |
| 78 | + "proj_geometry": { |
| 79 | + "match": "proj:geometry", |
| 80 | + "mapping": {"type": "object", "enabled": False}, |
| 81 | + } |
| 82 | + }, |
| 83 | + { |
| 84 | + "no_index_href": { |
| 85 | + "match": "href", |
| 86 | + "mapping": {"type": "text", "index": False}, |
| 87 | + } |
| 88 | + }, |
| 89 | + # Default all other strings not otherwise specified to keyword |
| 90 | + {"strings": {"match_mapping_type": "string", "mapping": {"type": "keyword"}}}, |
| 91 | + {"numerics": {"match_mapping_type": "long", "mapping": {"type": "float"}}}, |
| 92 | +] |
| 93 | + |
| 94 | +ES_ITEMS_MAPPINGS = { |
| 95 | + "numeric_detection": False, |
| 96 | + "dynamic_templates": ES_MAPPINGS_DYNAMIC_TEMPLATES, |
| 97 | + "properties": { |
| 98 | + "id": {"type": "keyword"}, |
| 99 | + "collection": {"type": "keyword"}, |
| 100 | + "geometry": {"type": "geo_shape"}, |
| 101 | + "assets": {"type": "object", "enabled": False}, |
| 102 | + "links": {"type": "object", "enabled": False}, |
| 103 | + "properties": { |
| 104 | + "type": "object", |
| 105 | + "properties": { |
| 106 | + # Common https://github.com/radiantearth/stac-spec/blob/master/item-spec/common-metadata.md |
| 107 | + "datetime": {"type": "date"}, |
| 108 | + "start_datetime": {"type": "date"}, |
| 109 | + "end_datetime": {"type": "date"}, |
| 110 | + "created": {"type": "date"}, |
| 111 | + "updated": {"type": "date"}, |
| 112 | + # Satellite Extension https://github.com/stac-extensions/sat |
| 113 | + "sat:absolute_orbit": {"type": "integer"}, |
| 114 | + "sat:relative_orbit": {"type": "integer"}, |
| 115 | + }, |
| 116 | + }, |
| 117 | + }, |
| 118 | +} |
| 119 | + |
| 120 | +ES_COLLECTIONS_MAPPINGS = { |
| 121 | + "numeric_detection": False, |
| 122 | + "dynamic_templates": ES_MAPPINGS_DYNAMIC_TEMPLATES, |
| 123 | + "properties": { |
| 124 | + "id": {"type": "keyword"}, |
| 125 | + "extent.spatial.bbox": {"type": "long"}, |
| 126 | + "extent.temporal.interval": {"type": "date"}, |
| 127 | + "providers": {"type": "object", "enabled": False}, |
| 128 | + "links": {"type": "object", "enabled": False}, |
| 129 | + "item_assets": {"type": "object", "enabled": False}, |
| 130 | + }, |
| 131 | +} |
| 132 | + |
| 133 | + |
| 134 | +def index_by_collection_id(collection_id: str) -> str: |
| 135 | + """ |
| 136 | + Translate a collection id into an Elasticsearch index name. |
| 137 | +
|
| 138 | + Args: |
| 139 | + collection_id (str): The collection id to translate into an index name. |
| 140 | +
|
| 141 | + Returns: |
| 142 | + str: The index name derived from the collection id. |
| 143 | + """ |
| 144 | + return f"{ITEMS_INDEX_PREFIX}{''.join(c for c in collection_id.lower() if c not in ES_INDEX_NAME_UNSUPPORTED_CHARS)}_{collection_id.encode('utf-8').hex()}" |
| 145 | + |
| 146 | + |
| 147 | +def index_alias_by_collection_id(collection_id: str) -> str: |
| 148 | + """ |
| 149 | + Translate a collection id into an Elasticsearch index alias. |
| 150 | +
|
| 151 | + Args: |
| 152 | + collection_id (str): The collection id to translate into an index alias. |
| 153 | +
|
| 154 | + Returns: |
| 155 | + str: The index alias derived from the collection id. |
| 156 | + """ |
| 157 | + return f"{ITEMS_INDEX_PREFIX}{''.join(c for c in collection_id if c not in ES_INDEX_NAME_UNSUPPORTED_CHARS)}" |
| 158 | + |
| 159 | + |
| 160 | +def indices(collection_ids: Optional[List[str]]) -> str: |
| 161 | + """ |
| 162 | + Get a comma-separated string of index names for a given list of collection ids. |
| 163 | +
|
| 164 | + Args: |
| 165 | + collection_ids: A list of collection ids. |
| 166 | +
|
| 167 | + Returns: |
| 168 | + A string of comma-separated index names. If `collection_ids` is None, returns the default indices. |
| 169 | + """ |
| 170 | + if collection_ids is None or collection_ids == []: |
| 171 | + return ITEM_INDICES |
| 172 | + else: |
| 173 | + return ",".join([index_alias_by_collection_id(c) for c in collection_ids]) |
| 174 | + |
| 175 | + |
| 176 | +def mk_item_id(item_id: str, collection_id: str): |
| 177 | + """Create the document id for an Item in Elasticsearch. |
| 178 | +
|
| 179 | + Args: |
| 180 | + item_id (str): The id of the Item. |
| 181 | + collection_id (str): The id of the Collection that the Item belongs to. |
| 182 | +
|
| 183 | + Returns: |
| 184 | + str: The document id for the Item, combining the Item id and the Collection id, separated by a `|` character. |
| 185 | + """ |
| 186 | + return f"{item_id}|{collection_id}" |
| 187 | + |
| 188 | + |
| 189 | +def mk_actions(collection_id: str, processed_items: List[Item]): |
| 190 | + """Create Elasticsearch bulk actions for a list of processed items. |
| 191 | +
|
| 192 | + Args: |
| 193 | + collection_id (str): The identifier for the collection the items belong to. |
| 194 | + processed_items (List[Item]): The list of processed items to be bulk indexed. |
| 195 | +
|
| 196 | + Returns: |
| 197 | + List[Dict[str, Union[str, Dict]]]: The list of bulk actions to be executed, |
| 198 | + each action being a dictionary with the following keys: |
| 199 | + - `_index`: the index to store the document in. |
| 200 | + - `_id`: the document's identifier. |
| 201 | + - `_source`: the source of the document. |
| 202 | + """ |
| 203 | + return [ |
| 204 | + { |
| 205 | + "_index": index_alias_by_collection_id(collection_id), |
| 206 | + "_id": mk_item_id(item["id"], item["collection"]), |
| 207 | + "_source": item, |
| 208 | + } |
| 209 | + for item in processed_items |
| 210 | + ] |
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