|
| 1 | +"""rebuild the EDR water-chemistry views on the legacy NMA chemistry tables |
| 2 | +
|
| 3 | +ogc_water_chemistry (z9a0b1c2d3e4) and its internal mirror (2d3c3a268652) read |
| 4 | +the normalized chain -- observation -> sample -> field_activity -> field_event |
| 5 | +-> thing. Nothing populates that chain with analyte data: per |
| 6 | +docs/chemistry-ingestion-runbook.md, the live ingestion path |
| 7 | +(services/chemistry_lims.py, services/chemistry_drive.py, `oco water-chemistry |
| 8 | +bulk-upload`) writes only to the legacy NMA_* tables. So the EDR collection is |
| 9 | +advertised in /ogcapi/collections and returns an empty FeatureCollection, while |
| 10 | +ogc_major_chemistry_results and ogc_minor_chemistry_wells -- both built on the |
| 11 | +same legacy tables -- serve thousands of rows. |
| 12 | +
|
| 13 | +This revision repoints both EDR chemistry views at the legacy tables, at the |
| 14 | +per-result grain EDR needs (one row per analyte measurement, not the per-well |
| 15 | +summary the pivot views produce). Four families are unioned, all sharing the |
| 16 | +same shape via NMA_Chemistry_SampleInfo: |
| 17 | +
|
| 18 | + NMA_MajorChemistry "Analyte"/"Symbol", "SampleValue", "Units" |
| 19 | + NMA_MinorTraceChemistry analyte/symbol, sample_value, units |
| 20 | + NMA_Radionuclides "Analyte"/"Symbol", "SampleValue", "Units" |
| 21 | + NMA_FieldParameters "FieldParameter", "SampleValue", "Units" |
| 22 | +
|
| 23 | +This is interim. When chemistry lands in the normalized Sample/Observation |
| 24 | +model, the views move back and the EDR contract does not change -- consumers |
| 25 | +see the same collection, parameter-names, and CoverageJSON either way. |
| 26 | +
|
| 27 | +Three deliberate differences from the pivot views, each of which would |
| 28 | +otherwise be a silent surprise: |
| 29 | +
|
| 30 | +* No thing_type filter. ogc_major_chemistry_results restricts to |
| 31 | + thing_type = 'water well' because it is a wells layer; this is a chemistry |
| 32 | + collection, so chemistry collected at a spring belongs in it. thing_type is |
| 33 | + carried as a column instead, so a consumer can tell a well from a spring |
| 34 | + rather than having the distinction silently dropped -- the EDR provider |
| 35 | + surfaces it on /locations features when the backing view has the column. |
| 36 | +* Publication is gated on thing.release_status = 'public' (the convention |
| 37 | + f4a5b6c7d8e9 established for the legacy-backed views) AND on |
| 38 | + NMA_Chemistry_SampleInfo."PublicRelease" not being explicitly false. The |
| 39 | + pivot views ignore PublicRelease; honouring it here errs toward |
| 40 | + withholding, and NULL is treated as "not suppressed" so the two layers stay |
| 41 | + consistent on the rows that carry no opinion. |
| 42 | +* parameter_name is the raw trimmed legacy analyte text, falling back to the |
| 43 | + symbol. The pivot views canonicalize analytes through long CASE blocks, but |
| 44 | + those cover only the subset they expose as columns. Raw text keeps every |
| 45 | + analyte reachable at the cost of aliases appearing as separate |
| 46 | + parameter-names ("Ca" and "Calcium" both surface). That is ADR3's open |
| 47 | + "chemistry parameter cardinality" question; canonicalizing is follow-up work |
| 48 | + and changes only the parameter-name vocabulary, not this plumbing. |
| 49 | +
|
| 50 | +Rows without a usable timestamp are dropped: EDR needs a time axis, and |
| 51 | +COALESCE(analysis date, collection date) is the best available. Field |
| 52 | +parameters carry no analysis date of their own, so they ride on the sample's |
| 53 | +CollectionDate. |
| 54 | +
|
| 55 | +Both are MATERIALIZED views, matching ogc_major_chemistry_results and |
| 56 | +ogc_minor_chemistry_wells. A plain view would be re-planned on every request |
| 57 | +across a four-way UNION of the full legacy result tables, and the provider's |
| 58 | +get_fields() runs SELECT DISTINCT parameter_name, unit at provider |
| 59 | +construction -- a full scan per request, against tables that already hold far |
| 60 | +more than the pivot views' per-well row counts suggest. Indexes cover the |
| 61 | +provider's three filter columns (thing_id, datetime, parameter_name), and the |
| 62 | +unique index on id is what allows CONCURRENTLY refreshes. |
| 63 | +
|
| 64 | +The cost is staleness: the nightly pg_cron job discovers every materialized |
| 65 | +view from the catalog (x2y3z4a5b6c7), so these refresh with the rest, and |
| 66 | +services/materialized_views.py lists them for `oco refresh-materialized-views` |
| 67 | +after an ad-hoc chemistry ingestion. That is the same freshness contract the |
| 68 | +existing chemistry layers already have. |
| 69 | +
|
| 70 | +Revision ID: d9e0f1a2b3c4 |
| 71 | +Revises: b7c8d9e0f1a2 |
| 72 | +Create Date: 2026-08-13 15:40:00.000000 |
| 73 | +""" |
| 74 | + |
| 75 | +import importlib.util |
| 76 | +from pathlib import Path |
| 77 | +from typing import Sequence, Union |
| 78 | + |
| 79 | +from alembic import op |
| 80 | +from sqlalchemy import inspect, text |
| 81 | + |
| 82 | +# revision identifiers, used by Alembic. |
| 83 | +revision: str = "d9e0f1a2b3c4" |
| 84 | +down_revision: Union[str, Sequence[str], None] = "b7c8d9e0f1a2" |
| 85 | +branch_labels: Union[str, Sequence[str], None] = None |
| 86 | +depends_on: Union[str, Sequence[str], None] = None |
| 87 | + |
| 88 | +REQUIRED_TABLES = { |
| 89 | + "NMA_Chemistry_SampleInfo", |
| 90 | + "NMA_MajorChemistry", |
| 91 | + "NMA_MinorTraceChemistry", |
| 92 | + "NMA_Radionuclides", |
| 93 | + "NMA_FieldParameters", |
| 94 | + "thing", |
| 95 | + "location", |
| 96 | + "location_thing_association", |
| 97 | +} |
| 98 | + |
| 99 | +PUBLIC_VIEW = "ogc_water_chemistry" |
| 100 | +INTERNAL_VIEW = "ogc_internal_water_chemistry" |
| 101 | + |
| 102 | +VIEW_COMMENTS = { |
| 103 | + PUBLIC_VIEW: ( |
| 104 | + "Public water-chemistry analyses (by analyte) for EDR, sourced from " |
| 105 | + "the legacy NMA chemistry tables." |
| 106 | + ), |
| 107 | + INTERNAL_VIEW: ( |
| 108 | + "All water-chemistry analyses (by analyte) for internal EDR, sourced " |
| 109 | + "from the legacy NMA chemistry tables." |
| 110 | + ), |
| 111 | +} |
| 112 | + |
| 113 | +# Same latest-location shape the other ogc_* views use (d5e6f7a8b9c0). |
| 114 | +_LATEST_LOCATION_CTE = """ |
| 115 | + SELECT DISTINCT ON (lta.thing_id) |
| 116 | + lta.thing_id, |
| 117 | + lta.location_id, |
| 118 | + lta.effective_start |
| 119 | + FROM location_thing_association AS lta |
| 120 | + WHERE lta.effective_end IS NULL |
| 121 | + ORDER BY lta.thing_id, lta.effective_start DESC |
| 122 | +""" |
| 123 | + |
| 124 | + |
| 125 | +def _result_family( |
| 126 | + *, |
| 127 | + id_prefix: str, |
| 128 | + table: str, |
| 129 | + analyte_column: str, |
| 130 | + value_column: str, |
| 131 | + unit_column: str, |
| 132 | + date_column: str | None, |
| 133 | +) -> str: |
| 134 | + """One SELECT over a legacy chemistry table, normalized to a common shape. |
| 135 | +
|
| 136 | + ``date_column`` is None for NMA_FieldParameters, which has no analysis |
| 137 | + date of its own and falls back to the sample's CollectionDate. |
| 138 | + """ |
| 139 | + observed_at = ( |
| 140 | + f'COALESCE(r.{date_column}, csi."CollectionDate")' |
| 141 | + if date_column |
| 142 | + else 'csi."CollectionDate"' |
| 143 | + ) |
| 144 | + return f""" |
| 145 | + SELECT |
| 146 | + '{id_prefix}-' || r.id AS id, |
| 147 | + csi.id AS sample_id, |
| 148 | + csi.thing_id AS thing_id, |
| 149 | + csi."PublicRelease" AS sample_public_release, |
| 150 | + {observed_at} AS datetime, |
| 151 | + r.{value_column}::double precision AS value, |
| 152 | + r.{unit_column} AS unit, |
| 153 | + NULLIF(trim({analyte_column}), '') AS parameter_name |
| 154 | + FROM "{table}" AS r |
| 155 | + JOIN "NMA_Chemistry_SampleInfo" AS csi |
| 156 | + ON csi.id = r.chemistry_sample_info_id |
| 157 | + WHERE r.{value_column} IS NOT NULL |
| 158 | + """ |
| 159 | + |
| 160 | + |
| 161 | +def _result_families() -> str: |
| 162 | + families = [ |
| 163 | + _result_family( |
| 164 | + id_prefix="maj", |
| 165 | + table="NMA_MajorChemistry", |
| 166 | + analyte_column='COALESCE(r."Analyte", r."Symbol")', |
| 167 | + value_column='"SampleValue"', |
| 168 | + unit_column='"Units"', |
| 169 | + date_column='"AnalysisDate"', |
| 170 | + ), |
| 171 | + _result_family( |
| 172 | + id_prefix="min", |
| 173 | + table="NMA_MinorTraceChemistry", |
| 174 | + analyte_column="COALESCE(r.analyte, r.symbol)", |
| 175 | + value_column="sample_value", |
| 176 | + unit_column="units", |
| 177 | + date_column="analysis_date", |
| 178 | + ), |
| 179 | + _result_family( |
| 180 | + id_prefix="rad", |
| 181 | + table="NMA_Radionuclides", |
| 182 | + analyte_column='COALESCE(r."Analyte", r."Symbol")', |
| 183 | + value_column='"SampleValue"', |
| 184 | + unit_column='"Units"', |
| 185 | + date_column='"AnalysisDate"', |
| 186 | + ), |
| 187 | + _result_family( |
| 188 | + id_prefix="fld", |
| 189 | + table="NMA_FieldParameters", |
| 190 | + analyte_column='r."FieldParameter"', |
| 191 | + value_column='"SampleValue"', |
| 192 | + unit_column='"Units"', |
| 193 | + date_column=None, |
| 194 | + ), |
| 195 | + ] |
| 196 | + return "\n UNION ALL\n".join(families) |
| 197 | + |
| 198 | + |
| 199 | +def _create_water_chemistry_view(view_name: str, public_only: bool) -> str: |
| 200 | + release_filter = ( |
| 201 | + """ |
| 202 | + AND t.release_status = 'public' |
| 203 | + AND results.sample_public_release IS NOT FALSE""" |
| 204 | + if public_only |
| 205 | + else "" |
| 206 | + ) |
| 207 | + return f""" |
| 208 | + CREATE MATERIALIZED VIEW {view_name} AS |
| 209 | + WITH latest_location AS ( |
| 210 | + {_LATEST_LOCATION_CTE} |
| 211 | + ), |
| 212 | + results AS ( |
| 213 | + {_result_families()} |
| 214 | + ) |
| 215 | + SELECT |
| 216 | + results.id AS id, |
| 217 | + t.id AS thing_id, |
| 218 | + t.name AS station_name, |
| 219 | + t.thing_type AS thing_type, |
| 220 | + ST_X(l.point) AS longitude, |
| 221 | + ST_Y(l.point) AS latitude, |
| 222 | + results.datetime AS datetime, |
| 223 | + results.value AS value, |
| 224 | + results.unit AS unit, |
| 225 | + results.parameter_name AS parameter_name, |
| 226 | + results.sample_id AS sample_id, |
| 227 | + t.release_status AS release_status |
| 228 | + FROM results |
| 229 | + JOIN thing AS t ON t.id = results.thing_id |
| 230 | + JOIN latest_location AS ll ON ll.thing_id = t.id |
| 231 | + JOIN location AS l ON l.id = ll.location_id |
| 232 | + WHERE results.parameter_name IS NOT NULL |
| 233 | + AND results.datetime IS NOT NULL{release_filter} |
| 234 | + """ |
| 235 | + |
| 236 | + |
| 237 | +def _load_revision_module(filename: str, module_name: str): |
| 238 | + path = Path(__file__).with_name(filename) |
| 239 | + if not path.exists(): |
| 240 | + raise RuntimeError( |
| 241 | + f"Cannot restore the previous EDR chemistry views: {filename} is " |
| 242 | + "missing from alembic/versions." |
| 243 | + ) |
| 244 | + spec = importlib.util.spec_from_file_location(module_name, path) |
| 245 | + module = importlib.util.module_from_spec(spec) |
| 246 | + spec.loader.exec_module(module) |
| 247 | + return module |
| 248 | + |
| 249 | + |
| 250 | +def _drop_view_or_materialized_view(view_name: str) -> None: |
| 251 | + # DROP VIEW IF EXISTS only suppresses "relation does not exist" -- Postgres |
| 252 | + # still raises WrongObjectType if the relation is a materialized view, so |
| 253 | + # check the actual kind first. |
| 254 | + bind = op.get_bind() |
| 255 | + relkind = bind.execute( |
| 256 | + text("SELECT relkind FROM pg_class WHERE oid = to_regclass(:name)"), |
| 257 | + {"name": view_name}, |
| 258 | + ).scalar() |
| 259 | + if relkind == "m": |
| 260 | + op.execute(text(f"DROP MATERIALIZED VIEW IF EXISTS {view_name}")) |
| 261 | + elif relkind == "v": |
| 262 | + op.execute(text(f"DROP VIEW IF EXISTS {view_name}")) |
| 263 | + |
| 264 | + |
| 265 | +def _check_required_tables() -> None: |
| 266 | + bind = op.get_bind() |
| 267 | + inspector = inspect(bind) |
| 268 | + existing = set(inspector.get_table_names(schema="public")) |
| 269 | + missing = REQUIRED_TABLES - existing |
| 270 | + if missing: |
| 271 | + raise RuntimeError( |
| 272 | + "Cannot rebuild the EDR water-chemistry views. Missing required " |
| 273 | + f"tables: {sorted(missing)}" |
| 274 | + ) |
| 275 | + |
| 276 | + |
| 277 | +def _create_indexes(view_name: str) -> None: |
| 278 | + # The unique index is what lets REFRESH MATERIALIZED VIEW CONCURRENTLY run |
| 279 | + # (`oco refresh-materialized-views --concurrently`); Postgres refuses |
| 280 | + # without one. id is unique by construction -- each family prefixes its own |
| 281 | + # primary key. |
| 282 | + op.execute(text(f"CREATE UNIQUE INDEX ux_{view_name}_id ON {view_name} (id)")) |
| 283 | + # The provider filters on thing_id (locations / position), datetime |
| 284 | + # (interval), and parameter_name (parameter-name), so each gets an index. |
| 285 | + op.execute(text(f"CREATE INDEX ix_{view_name}_thing_id ON {view_name} (thing_id)")) |
| 286 | + op.execute(text(f"CREATE INDEX ix_{view_name}_datetime ON {view_name} (datetime)")) |
| 287 | + op.execute( |
| 288 | + text( |
| 289 | + f"CREATE INDEX ix_{view_name}_parameter_name " |
| 290 | + f"ON {view_name} (parameter_name)" |
| 291 | + ) |
| 292 | + ) |
| 293 | + |
| 294 | + |
| 295 | +def upgrade() -> None: |
| 296 | + _check_required_tables() |
| 297 | + |
| 298 | + for view_name, public_only in ((PUBLIC_VIEW, True), (INTERNAL_VIEW, False)): |
| 299 | + _drop_view_or_materialized_view(view_name) |
| 300 | + op.execute(text(_create_water_chemistry_view(view_name, public_only))) |
| 301 | + _create_indexes(view_name) |
| 302 | + op.execute( |
| 303 | + text( |
| 304 | + f"COMMENT ON MATERIALIZED VIEW {view_name} IS " |
| 305 | + f"'{VIEW_COMMENTS[view_name]}'" |
| 306 | + ) |
| 307 | + ) |
| 308 | + |
| 309 | + |
| 310 | +def downgrade() -> None: |
| 311 | + # Restore the normalized-model definitions from the revisions that own |
| 312 | + # them, rather than a copy that could drift from those files. |
| 313 | + edr = _load_revision_module( |
| 314 | + "z9a0b1c2d3e4_add_edr_water_views.py", "_edr_water_views" |
| 315 | + ) |
| 316 | + internal = _load_revision_module( |
| 317 | + "2d3c3a268652_create_internal_ogc_views.py", "_internal_ogc_views" |
| 318 | + ) |
| 319 | + |
| 320 | + _drop_view_or_materialized_view(PUBLIC_VIEW) |
| 321 | + op.execute(text(edr._create_water_chemistry_view())) |
| 322 | + op.execute( |
| 323 | + text( |
| 324 | + "COMMENT ON VIEW ogc_water_chemistry IS " |
| 325 | + "'Public water-chemistry analyses (by analyte) for EDR.'" |
| 326 | + ) |
| 327 | + ) |
| 328 | + |
| 329 | + _drop_view_or_materialized_view(INTERNAL_VIEW) |
| 330 | + op.execute(text(internal._create_internal_water_chemistry_view())) |
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