diff --git a/CHANGELOG.md b/CHANGELOG.md index 444a0d7..0a3ef7e 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,6 +6,59 @@ Format: [Keep a Changelog](https://keepachangelog.com/en/1.1.0/); this project a ## [Unreleased] +### Added, DINS completeness cut by year, by county and by structure category + +- **Three cuts of the damage inspection file**, published as + `completeness_by_year`, `completeness_by_county` and + `completeness_by_structure_category` in `site/data/dins-coverage.json` and as three + tables on the DINS page. Completeness was published for the whole file and per + incident, and it differs along every axis this file has: fields that exist only in + later inspection forms, the two spellings of Not Applicable that occupy + non-overlapping eras, construction attributes that apply to a residence and not to a + shed. A reader planning to use `EAVES` needs to know it is blank in the early years + and not the late ones, and one number across the file describes no year in particular. + + Each cohort carries its own record count as its denominator, the same assessed / + inaccessible / neither split the whole file carries, the three-state count for every + registered field, and each field's completeness inside each of those three access + populations as `[present, total]` pairs rather than as shares. Nothing compares one + cohort against another, no county is ranked, and no row is a rate of anything but its + own cells. + + Three refusals are load-bearing and each has a test. + + A record whose county cell is empty, and a record whose county cell carries a marker, + are two cohorts and neither is a county: their published `value` is `null` while their + `label` is prose, so a consumer grouping by `value` never acquires a county named the + empty string. A recorded structure category the publisher's domain does not describe + goes to one `outside_published_domain` cohort rather than getting a row, because a row + would publish a category CAL FIRE does not define as though this project had found one + (ADR 0002). And the page's field columns are shares of each cohort's *assessed* + records, so a cohort made entirely of structures nobody could reach reads *no records* + rather than *0.0%*: there is no denominator to divide by, and a zero would say the + inspectors found nothing when what happened is that nobody could walk up to anything. + + Cohorts with no records are not published at all. A row of zeros reads as a finding + about a county the file simply never names. + + `test_each_cut_sums_back_to_the_file_totals` asserts the partition per field and per + state across the whole registry, in all three cuts, so a cut that lost or double + counted a record fails rather than publishing a quietly smaller denominator. + +- **The `NA` against `N/A` era claim is measured rather than remembered.** + `docs/MARKERS.md` section 2 rests the decision to count both spellings as CAL FIRE's + finding on the observation that they fall on opposite sides of one year, and both + counts and that boundary were numbers a person measured once and typed into the + document. They are published now, per incident-start year, under + `not_applicable_spellings_by_year`, and a test holds the paragraph to the artifact in + both directions: the sentence must state the counts the file produces, and the + boundary the sentence claims must still hold in it. Measured on the acquired file at + the same values the document already carried: 6,544 `N/A` records, all in 2018 and + 2019; 12,234 `NA` records, all in 2020 and later; no year carrying both. + + Every existing number is unchanged. `make diff` against the previous artifact reports + 24,947 additions, **0 changes and 0 removals** across 81,189 leaves. + ### Added, the artifacts are the product and now carry a contract a consumer can hold them to - **`site/data/schema/perimeters-coverage.schema.json` and diff --git a/docs/MARKERS.md b/docs/MARKERS.md index ec41ccf..138e9da 100644 --- a/docs/MARKERS.md +++ b/docs/MARKERS.md @@ -115,6 +115,15 @@ What the file shows (F1). Four things, and they agree: 2. **They fall on opposite sides of one year.** Every one of the 6,544 `N/A` records belongs to an incident that started in 2018 or 2019. Every one of the 12,234 `NA` records belongs to an incident that started in 2020 or later. + + This one is measured rather than remembered. Both counts and the boundary are + published per incident-start year under `not_applicable_spellings_by_year` in + `site/data/dins-coverage.json` and on the DINS page, and + `tests/test_completeness_cuts.py` holds this paragraph to that artifact in both + directions: the sentence has to state the counts the file produces, and the boundary + the sentence claims has to still hold in the file. Before that it was a number + somebody measured once and typed here, which is exactly the shape this document + exists to be suspicious of. 3. **The question was asked on both sides of that line.** Recorded distances appear in both eras at comparable rates, 7,229 in 2018 alone against 2,799 in 2020, so the change is a change of spelling and not of whether the field was collected. diff --git a/site/data/dins-coverage.json b/site/data/dins-coverage.json index 6d06822..229e968 100644 --- a/site/data/dins-coverage.json +++ b/site/data/dins-coverage.json @@ -490,6 +490,52499 @@ "undetermined_total": 0 } ], + "completeness_by_county": [ + { + "access": { + "assessed": 120, + "damage_explicit_unknown": 0, + "damage_not_recorded": 0, + "inaccessible": 0, + "total": 120 + }, + "fields": { + "APN": [ + 116, + 0, + 4 + ], + "ASSESSEDIMPROVEDVALUE": [ + 115, + 0, + 5 + ], + "CALFIREUNIT": [ + 120, + 0, + 0 + ], + "CITY": [ + 13, + 107, + 0 + ], + "COMMUNITY": [ + 13, + 0, + 107 + ], + "COUNTY": [ 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CAL FIRE DINS damage inspection record", + "not_applicable_spellings_by_year": { + "by_year": [ + { + "label": "2013", + "records": 279, + "spellings": {}, + "value": "2013" + }, + { + "label": "2014", + "records": 310, + "spellings": {}, + "value": "2014" + }, + { + "label": "2015", + "records": 3193, + "spellings": {}, + "value": "2015" + }, + { + "label": "2016", + "records": 944, + "spellings": {}, + "value": "2016" + }, + { + "label": "2017", + "records": 12757, + "spellings": {}, + "value": "2017" + }, + { + "label": "2018", + "records": 28403, + "spellings": { + "N/A": 5167 + }, + "value": "2018" + }, + { + "label": "2019", + "records": 2108, + "spellings": { + "N/A": 1377 + }, + "value": "2019" + }, + { + "label": "2020", + "records": 28626, + "spellings": { + "NA": 2147 + }, + "value": "2020" + }, + { + "label": "2021", + "records": 12253, + "spellings": { + "NA": 1348 + }, + "value": "2021" + }, + { + "label": "2022", + "records": 3010, + "spellings": { + "NA": 229 + }, + "value": "2022" + }, + { + "label": "2023", + "records": 229, + "spellings": { + "NA": 12 + }, + "value": "2023" + }, + { + "label": "2024", + "records": 8117, + "spellings": { + "NA": 1295 + }, + "value": "2024" + }, + { + "label": "2025", + "records": 32293, + "spellings": { + "NA": 7203 + }, + "value": "2025" + } + ], + "field": "UTILITYMISCSTRUCTUREDISTANCE", + "note": "How often each declared spelling of this field's Not Applicable value was written, per incident-start year. Both spellings are counted as the publisher's finding rather than one being read as missing data; docs/MARKERS.md section 2 sets out the evidence and the confidence." + }, "records": 132522, "records_not_attributable_to_an_incident": 0, "source": { diff --git a/site/data/schema/dins-coverage.schema.json b/site/data/schema/dins-coverage.schema.json index 1129970..8b1b6e9 100644 --- a/site/data/schema/dins-coverage.schema.json +++ b/site/data/schema/dins-coverage.schema.json @@ -125,6 +125,375 @@ }, "type": "array" }, + "completeness_by_county": { + "description": "Completeness per published `COUNTY` value. Each cohort carries its own record count as the denominator for everything in it, and the same assessed / inaccessible / neither split the whole file carries. The cohorts partition the file, so summing one cut per field and per state returns the file totals. Nothing here compares one cohort against another. The layer publishes no coded-value domain for this column, so every recorded spelling is its own cohort and nothing here decides that two spellings name one county. Records with no county, and records whose county carries a marker, are separate cohorts.", + "items": { + "additionalProperties": false, + "description": "One cohort, measured exactly as the whole file is measured.", + "properties": { + "access": { + "additionalProperties": false, + "description": "The assessed / inaccessible split, and the population in neither (ADR 0007).", + "properties": { + "assessed": { + "description": "Records the damage field places in the assessed population.", + "type": "integer" + }, + "damage_explicit_unknown": { + "description": "Records whose damage cell carries a recorded-unknown marker.", + "type": "integer" + }, + "damage_not_recorded": { + "description": "Records with an empty damage cell.", + "type": "integer" + }, + "inaccessible": { + "description": "Records the damage field records as inaccessible.", + "type": "integer" + }, + "total": { + "description": "All records in this population.", + "type": "integer" + } + }, + "required": [ + "assessed", + "damage_explicit_unknown", + "damage_not_recorded", + "inaccessible", + "total" + ], + "type": "object" + }, + "fields": { + "additionalProperties": { + "items": { + "type": "integer" + }, + "maxItems": 3, + "minItems": 3, + "type": "array" + }, + "description": "Field name to a three-element array of counts within this cohort, in `field_state_order`. The three counts are in the order published as `field_state_order`: present is a recorded value, explicit_unknown is a value the publisher records to mean it could not be determined, and not_recorded is an empty cell. A recorded unknown is neither present nor missing, and folding it into either one is the error this project exists to refuse.", + "type": "object" + }, + "fields_by_access": { + "additionalProperties": { + "additionalProperties": false, + "description": "One field, split three ways by access, within this cohort.", + "properties": { + "assessed": { + "description": "Records the damage field places in the assessed population: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + }, + "inaccessible": { + "description": "Records the publisher marks inaccessible: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + }, + "undetermined": { + "description": "Records in neither population: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + } + }, + "required": [ + "assessed", + "inaccessible", + "undetermined" + ], + "type": "object" + }, + "description": "Field name to that field's completeness inside this cohort, split by what the damage field says about the inspection. Each population is `[present, total]`: the pair rather than a share, because a population with no records has no share and publishing a zero there would say the field is empty rather than that nothing was counted. `undetermined` is the third population ADR 0007 requires: the records the damage field places in neither of the other two.", + "type": "object" + }, + "label": { + "description": "What a page prints for this cohort.", + "type": "string" + }, + "records": { + "description": "Records in this cohort. Its denominator.", + "type": "integer" + }, + "value": { + "description": "The recorded value this cohort is, or null where the cohort is an absence rather than a value. Read this, not `label`, to tell a measured cohort from an absence without parsing English.", + "type": [ + "string", + "null" + ] + } + }, + "required": [ + "access", + "fields", + "fields_by_access", + "label", + "records", + "value" + ], + "type": "object" + }, + "type": "array" + }, + "completeness_by_structure_category": { + "description": "Completeness per published `STRUCTURECATEGORY` value. Each cohort carries its own record count as the denominator for everything in it, and the same assessed / inaccessible / neither split the whole file carries. The cohorts partition the file, so summing one cut per field and per state returns the file totals. Nothing here compares one cohort against another. A recorded value the publisher's domain does not describe is counted in one `outside_published_domain` cohort rather than given a row of its own, because a row would publish a category CAL FIRE does not define as though this project had found one (ADR 0002). Records with no category, and records whose category carries a marker, are separate cohorts again.", + "items": { + "additionalProperties": false, + "description": "One cohort, measured exactly as the whole file is measured.", + "properties": { + "access": { + "additionalProperties": false, + "description": "The assessed / inaccessible split, and the population in neither (ADR 0007).", + "properties": { + "assessed": { + "description": "Records the damage field places in the assessed population.", + "type": "integer" + }, + "damage_explicit_unknown": { + "description": "Records whose damage cell carries a recorded-unknown marker.", + "type": "integer" + }, + "damage_not_recorded": { + "description": "Records with an empty damage cell.", + "type": "integer" + }, + "inaccessible": { + "description": "Records the damage field records as inaccessible.", + "type": "integer" + }, + "total": { + "description": "All records in this population.", + "type": "integer" + } + }, + "required": [ + "assessed", + "damage_explicit_unknown", + "damage_not_recorded", + "inaccessible", + "total" + ], + "type": "object" + }, + "fields": { + "additionalProperties": { + "items": { + "type": "integer" + }, + "maxItems": 3, + "minItems": 3, + "type": "array" + }, + "description": "Field name to a three-element array of counts within this cohort, in `field_state_order`. The three counts are in the order published as `field_state_order`: present is a recorded value, explicit_unknown is a value the publisher records to mean it could not be determined, and not_recorded is an empty cell. A recorded unknown is neither present nor missing, and folding it into either one is the error this project exists to refuse.", + "type": "object" + }, + "fields_by_access": { + "additionalProperties": { + "additionalProperties": false, + "description": "One field, split three ways by access, within this cohort.", + "properties": { + "assessed": { + "description": "Records the damage field places in the assessed population: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + }, + "inaccessible": { + "description": "Records the publisher marks inaccessible: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + }, + "undetermined": { + "description": "Records in neither population: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + } + }, + "required": [ + "assessed", + "inaccessible", + "undetermined" + ], + "type": "object" + }, + "description": "Field name to that field's completeness inside this cohort, split by what the damage field says about the inspection. Each population is `[present, total]`: the pair rather than a share, because a population with no records has no share and publishing a zero there would say the field is empty rather than that nothing was counted. `undetermined` is the third population ADR 0007 requires: the records the damage field places in neither of the other two.", + "type": "object" + }, + "label": { + "description": "What a page prints for this cohort.", + "type": "string" + }, + "records": { + "description": "Records in this cohort. Its denominator.", + "type": "integer" + }, + "value": { + "description": "The recorded value this cohort is, or null where the cohort is an absence rather than a value. Read this, not `label`, to tell a measured cohort from an absence without parsing English.", + "type": [ + "string", + "null" + ] + } + }, + "required": [ + "access", + "fields", + "fields_by_access", + "label", + "records", + "value" + ], + "type": "object" + }, + "type": "array" + }, + "completeness_by_year": { + "description": "Completeness per incident-start year, read from `INCIDENTSTARTDATE` in UTC. Each cohort carries its own record count as the denominator for everything in it, and the same assessed / inaccessible / neither split the whole file carries. The cohorts partition the file, so summing one cut per field and per state returns the file totals. Nothing here compares one cohort against another. Records whose start date is empty, and records whose start date carries a marker, are two separate cohorts and neither is a year.", + "items": { + "additionalProperties": false, + "description": "One cohort, measured exactly as the whole file is measured.", + "properties": { + "access": { + "additionalProperties": false, + "description": "The assessed / inaccessible split, and the population in neither (ADR 0007).", + "properties": { + "assessed": { + "description": "Records the damage field places in the assessed population.", + "type": "integer" + }, + "damage_explicit_unknown": { + "description": "Records whose damage cell carries a recorded-unknown marker.", + "type": "integer" + }, + "damage_not_recorded": { + "description": "Records with an empty damage cell.", + "type": "integer" + }, + "inaccessible": { + "description": "Records the damage field records as inaccessible.", + "type": "integer" + }, + "total": { + "description": "All records in this population.", + "type": "integer" + } + }, + "required": [ + "assessed", + "damage_explicit_unknown", + "damage_not_recorded", + "inaccessible", + "total" + ], + "type": "object" + }, + "fields": { + "additionalProperties": { + "items": { + "type": "integer" + }, + "maxItems": 3, + "minItems": 3, + "type": "array" + }, + "description": "Field name to a three-element array of counts within this cohort, in `field_state_order`. The three counts are in the order published as `field_state_order`: present is a recorded value, explicit_unknown is a value the publisher records to mean it could not be determined, and not_recorded is an empty cell. A recorded unknown is neither present nor missing, and folding it into either one is the error this project exists to refuse.", + "type": "object" + }, + "fields_by_access": { + "additionalProperties": { + "additionalProperties": false, + "description": "One field, split three ways by access, within this cohort.", + "properties": { + "assessed": { + "description": "Records the damage field places in the assessed population: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + }, + "inaccessible": { + "description": "Records the publisher marks inaccessible: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + }, + "undetermined": { + "description": "Records in neither population: the count carrying a recorded value, then the count in that population.", + "items": { + "type": "integer" + }, + "maxItems": 2, + "minItems": 2, + "type": "array" + } + }, + "required": [ + "assessed", + "inaccessible", + "undetermined" + ], + "type": "object" + }, + "description": "Field name to that field's completeness inside this cohort, split by what the damage field says about the inspection. Each population is `[present, total]`: the pair rather than a share, because a population with no records has no share and publishing a zero there would say the field is empty rather than that nothing was counted. `undetermined` is the third population ADR 0007 requires: the records the damage field places in neither of the other two.", + "type": "object" + }, + "label": { + "description": "What a page prints for this cohort.", + "type": "string" + }, + "records": { + "description": "Records in this cohort. Its denominator.", + "type": "integer" + }, + "value": { + "description": "The recorded value this cohort is, or null where the cohort is an absence rather than a value. Read this, not `label`, to tell a measured cohort from an absence without parsing English.", + "type": [ + "string", + "null" + ] + } + }, + "required": [ + "access", + "fields", + "fields_by_access", + "label", + "records", + "value" + ], + "type": "object" + }, + "type": "array" + }, "damage_values": { "additionalProperties": { "type": "integer" @@ -366,6 +735,65 @@ "description": "What this artifact measures, in one sentence.", "type": "string" }, + "not_applicable_spellings_by_year": { + "additionalProperties": false, + "description": "How often each declared spelling of one field's Not Applicable value was written, per incident-start year. Published because docs/MARKERS.md rests a marker decision on the observation that the two spellings fall on opposite sides of one year, and that observation was otherwise a sentence measured once by a person.", + "properties": { + "by_year": { + "description": "One row per incident-start year cohort, in the same cohort order as `completeness_by_year`.", + "items": { + "additionalProperties": false, + "description": "One year, and the spellings written in it.", + "properties": { + "label": { + "description": "What a page prints for this cohort.", + "type": "string" + }, + "records": { + "description": "Records in this cohort.", + "type": "integer" + }, + "spellings": { + "additionalProperties": { + "type": "integer" + }, + "description": "Spelling to the number of records writing it. A spelling absent from this object was written zero times in this year; the object names only what was found.", + "type": "object" + }, + "value": { + "description": "The year, or null where the cohort is an absence rather than a year.", + "type": [ + "string", + "null" + ] + } + }, + "required": [ + "label", + "records", + "spellings", + "value" + ], + "type": "object" + }, + "type": "array" + }, + "field": { + "description": "The column these spellings belong to.", + "type": "string" + }, + "note": { + "description": "What is counted here and what it is for.", + "type": "string" + } + }, + "required": [ + "by_year", + "field", + "note" + ], + "type": "object" + }, "records": { "description": "Records measured.", "type": "integer" @@ -517,6 +945,9 @@ "access", "artifact_schema_version", "completeness_by_access", + "completeness_by_county", + "completeness_by_structure_category", + "completeness_by_year", "damage_values", "damage_values_tenths_pct", "field_state_order", @@ -525,6 +956,7 @@ "incidents_detail", "is_fixture", "measurement", + "not_applicable_spellings_by_year", "records", "records_not_attributable_to_an_incident", "source" diff --git a/site/dins.html b/site/dins.html index a715799..edccb58 100644 --- a/site/dins.html +++ b/site/dins.html @@ -269,6 +269,51 @@

Coverage per incident

written either way, because a row one cell short is a row whose later values have all moved under the wrong heading.

+

Completeness by year, by county, and by structure category

+

The file spans a decade of inspection practice, fifty-two counties and several classes +of structure, and completeness differs along each. Fields exist only in later forms. The +two spellings of Not Applicable occupy non-overlapping eras. Construction attributes apply +to a residence and not to a shed. A reader planning to use EAVES needs to +know it is blank in the early years and not the late ones, and one number across the file +describes no year in particular.

+

Each row below is its own denominator. Nothing is compared against anything: no county +is ranked, no year is called better than another, and no row is a rate of anything but its +own cells.

+ +

By incident start year

+
Incident start yearRecordsAssessedInaccessibleNeitherStructure typeRoofEavesVent screenAPN
201327927900100.0%0.0%0.0%0.0%85.7%
201431031000100.0%48.4%80.6%3.5%20.0%
20153,1933,19300100.0%60.0%8.8%16.5%99.9%
201694494400100.0%83.2%18.5%25.5%100.0%
201712,75712,75700100.0%88.9%30.4%46.4%100.0%
201828,40328,40300100.0%83.0%55.7%67.7%99.9%
20192,1082,088200100.0%43.3%30.5%34.9%100.0%
202028,62628,4222040100.0%62.6%47.0%54.4%98.5%
202112,25312,1211320100.0%98.7%85.0%91.5%99.8%
20223,0103,00910100.0%98.9%86.4%90.5%99.8%
202322922720100.0%98.2%90.3%92.5%100.0%
20248,1178,040770100.0%96.3%86.9%85.2%99.1%
202532,29332,1381550100.0%92.7%63.3%74.8%99.9%
+ +

By county

+

CAL FIRE publishes no coded-value domain for COUNTY, so every recorded +spelling is its own row and nothing here decides that two spellings name one county.

+
CountyRecordsAssessedInaccessibleNeitherStructure typeRoofEavesVent screenAPN
Alameda12012000100.0%50.0%31.7%31.7%96.7%
Alpine41541410100.0%100.0%96.9%98.3%100.0%
Amador878700100.0%98.9%96.6%98.9%98.9%
Butte28,74728,74160100.0%84.6%58.7%73.0%99.8%
Calaveras1,2811,27740100.0%95.6%39.6%52.3%99.7%
Colusa525200100.0%100.0%100.0%96.2%100.0%
Contra Costa2200100.0%50.0%0.0%0.0%100.0%
El Dorado4,6684,66620100.0%98.1%91.6%93.4%100.0%
Fresno2,9842,98400100.0%37.4%29.9%32.3%95.1%
Glenn525200100.0%100.0%100.0%100.0%100.0%
Humboldt191900100.0%68.4%63.2%68.4%100.0%
Inyo202000100.0%95.0%60.0%60.0%100.0%
Kern1,4781,47620100.0%94.7%66.7%66.9%98.1%
Kings1100100.0%100.0%0.0%0.0%100.0%
Lake3,2163,21150100.0%55.9%13.5%19.0%99.5%
Lassen1,0201,01370100.0%98.5%84.8%84.1%99.7%
Los Angeles34,46434,3161480100.0%90.9%61.4%71.6%99.9%
Madera76175830100.0%46.3%37.3%40.2%96.3%
Mariposa1,1821,18110100.0%97.3%80.1%82.0%99.9%
Mendocino93793700100.0%87.0%36.0%48.9%100.0%
Merced3300100.0%100.0%100.0%100.0%100.0%
Modoc7700100.0%100.0%100.0%100.0%100.0%
Mono11411400100.0%91.2%29.8%31.6%100.0%
Monterey69969900100.0%35.2%15.9%20.5%99.9%
Napa6,3206,308120100.0%76.6%51.9%59.4%99.6%
Nevada34434310100.0%93.6%61.2%71.4%100.0%
Orange2,5102,50460100.0%98.5%95.8%87.2%96.1%
Placer60660510100.0%99.2%88.9%93.9%99.0%
Plumas3,5933,58490100.0%99.4%75.9%89.7%100.0%
Riverside1,3801,333470100.0%87.3%77.9%78.7%96.8%
Sacramento101000100.0%100.0%90.0%100.0%100.0%
San Benito424200100.0%97.6%92.9%95.2%100.0%
San Bernardino1,00399580100.0%96.4%95.9%92.5%99.5%
San Diego1,1141,097170100.0%59.7%45.9%45.3%100.0%
San Joaquin10489150100.0%73.0%53.9%56.2%97.8%
San Luis Obispo11011000100.0%86.4%20.0%25.5%98.2%
San Mateo20720430100.0%28.9%18.6%17.6%100.0%
Santa Barbara37637510100.0%97.3%64.3%61.9%99.7%
Santa Clara589575140100.0%66.3%51.0%46.8%99.8%
Santa Cruz4,6374,582550100.0%34.6%19.5%27.5%99.3%
Shasta3,7903,776140100.0%92.3%62.5%75.1%99.8%
Siskiyou1,8771,7591180100.0%69.2%57.9%51.6%85.9%
Solano2,3772,37700100.0%46.7%32.1%39.6%99.9%
Sonoma11,72111,71650100.0%81.1%34.8%54.1%100.0%
Stanislaus243188550100.0%57.4%51.1%50.5%100.0%
Tehama1,2121,200120100.0%95.6%75.3%78.1%98.3%
Trinity57257020100.0%86.7%70.9%71.6%100.0%
Tulare1,0361,03150100.0%93.0%85.4%82.4%92.5%
Tuolumne35235200100.0%91.2%70.7%64.8%96.3%
Ventura3,4363,424120100.0%95.7%69.9%68.7%99.7%
Yolo27827800100.0%51.8%41.0%42.8%98.2%
Yuba32432400100.0%67.0%13.3%20.4%100.0%
No county recorded no value recorded303000100.0%93.3%90.0%93.3%100.0%
+ +

By structure category

+

This is what turns a blank into not applicable to this class without this +project deciding so. It counts per class and lets the reader see the pattern. A recorded +value the published domain does not describe is counted in one +outside_published_domain row rather than given a row of its own, because a row +would publish a category CAL FIRE does not define as though this project had found one.

+
Structure categoryRecordsAssessedInaccessibleNeitherStructure typeRoofEavesVent screenAPN
Infrastructure943926170100.0%71.1%71.2%70.0%98.2%
Mixed Commercial/Residential40940900100.0%54.8%47.4%47.2%99.5%
Multiple Residence2,0072,00700100.0%86.2%77.6%79.9%97.3%
Nonresidential Commercial5,3335,32760100.0%78.7%62.2%68.3%99.2%
Other Minor Structure35,92335,6662570100.0%81.7%53.6%60.8%99.3%
Single Residence87,90087,5893110100.0%83.6%57.1%67.7%99.4%
outside_published_domain7700100.0%42.9%42.9%14.3%100.0%
+

The field columns are the share of that cohort's assessed +records carrying a recorded value, not the share of all of its records. That is the +population the construction attributes describe, and it is why a cohort made entirely of +structures nobody could reach reads no records in those columns rather than +0.0%: there is no denominator to divide by, and a zero there would say the +inspectors found nothing rather than that nobody could walk up to anything. Records whose +damage field is blank or carries a marker are in neither population and are counted in +their own column, so the three columns account for every record in the row. Cohorts with +no records are not published at all: a row of zeros would read as a finding about a county +the file simply never names.

+ +

The two spellings of Not Applicable, per year

+

The decision to count both NA and N/A as the publisher's +finding rests on the observation that they fall on opposite sides of one year. That +observation used to be a sentence somebody measured once and typed into +docs/MARKERS.md. It is a published count now, so it moves when the file does +instead of going quietly stale.

+
Incident start yearRecordsN/ANA
201327900
201431000
20153,19300
201694400
201712,75700
201828,4035,1670
20192,1081,3770
202028,62602,147
202112,25301,348
20223,0100229
2023229012
20248,11701,295
202532,29307,203
+

Methodology and the caveats this page operationalizes

Every measurement on this page exists because the dataset's own documentation says the limitation is there. The quotes below are California Department of Forestry and Fire Protection's words, taken from the dataset description on the retrieval date, beside what this project counted in response.

Nulls

Information such as structure type, construction features, and defensive actions are determined as best as possible. Attributes with null values could not be determined.

Counted as: Every measured field counted in three states: a recorded value, a recorded marker meaning it could not be determined, and an empty cell. A null is never rendered as a value and never as a zero.

Inspection limits

Fire damage and poor access are major limiting factors for damage inspectors. All inspections are conducted using a systematic inspection process, however not all structures impacted by the fire may be identified due to these factors. Therefore, a small margin of error is expected.

Counted as: Field completeness reported separately for records assessed on site and records CAL FIRE recorded as Inaccessible, so a blank on a structure that could not be reached is not counted as the same fact as a blank on one that was.

Two address sources

Two address fields are included in the database. The street number, street name, and street type fields are “field determined.” The inspector inputs this information based on what they see in the field. The Address (parcel) and APN (parcel) fields are added through a spatial join after data collection is complete.

Counted as: The field-determined address columns and the parcel-join columns are counted separately, because their blanks are produced by two different processes and mean two different things.

Scope

This database is used to document all structures impacted by wildland fire within the Statewide Responsibility Area (SRA) that are inside or within 300 feet of the fire perimeter.

Counted as: Records and incidents counted as published, with no inference about structures outside that scope. A structure absent from this file is not published here as an undamaged structure.

diff --git a/src/perimeter/artifacts.py b/src/perimeter/artifacts.py index 3900818..17765db 100644 --- a/src/perimeter/artifacts.py +++ b/src/perimeter/artifacts.py @@ -18,13 +18,14 @@ from perimeter.cells import present_tenths_of_percent from perimeter.coverage import ( + CohortCoverage, DinsReport, FieldCoverage, PerimeterReport, dins_report, perimeter_report, ) -from perimeter.dins import AccessSplit, load_inspections +from perimeter.dins import NOT_APPLICABLE_FIELD, AccessSplit, load_inspections from perimeter.perimeters import ( COLLECTION_ACRE_THRESHOLDS, DuplicateSignal, @@ -143,6 +144,35 @@ def _access_json(access: AccessSplit) -> dict[str, Any]: } +def _cohort_json(cohort: CohortCoverage) -> dict[str, Any]: + """One cohort of one cut, in the compact per-field shape `incidents_detail` uses. + + ``value`` is the recorded value this cohort is, and it is ``null`` for the cohorts + that are absences: a record whose county cell is empty, and a record whose county + cell carries a marker, are two different cohorts and neither of them is a county. + ``label`` is what a page prints. Reading ``value`` rather than ``label`` is how a + consumer tells a measured cohort from an absence without parsing English. + """ + return { + "value": cohort.value, + "label": cohort.label, + "records": cohort.records, + "access": _access_json(cohort.access), + "fields": { + field.name: [field.present, field.explicit_unknown, field.not_recorded] + for field in cohort.fields + }, + "fields_by_access": { + row.name: { + "assessed": [row.assessed_present, row.assessed_total], + "inaccessible": [row.inaccessible_present, row.inaccessible_total], + "undetermined": [row.undetermined_present, row.undetermined_total], + } + for row in cohort.by_access + }, + } + + def perimeters_payload(report: PerimeterReport, *, is_fixture: bool) -> dict[str, Any]: return { "is_fixture": is_fixture, @@ -212,6 +242,34 @@ def dins_payload(report: DinsReport, *, is_fixture: bool) -> dict[str, Any]: }, "fields": [_field_json(field) for field in report.fields], "field_state_order": list(FIELD_STATE_ORDER), + # Three cuts of the same records. Each is a partition of the file, so summing a + # cut per field and per state returns the file totals; nothing is estimated and + # no cohort is compared against another. + "completeness_by_year": [_cohort_json(cohort) for cohort in report.by_year], + "completeness_by_county": [_cohort_json(cohort) for cohort in report.by_county], + "completeness_by_structure_category": [ + _cohort_json(cohort) for cohort in report.by_structure_category + ], + # The era claim docs/MARKERS.md rests a marker decision on, as counts rather + # than as a sentence somebody measured once and typed in. + "not_applicable_spellings_by_year": { + "field": NOT_APPLICABLE_FIELD, + "note": ( + "How often each declared spelling of this field's Not Applicable value " + "was written, per incident-start year. Both spellings are counted as the " + "publisher's finding rather than one being read as missing data; " + "docs/MARKERS.md section 2 sets out the evidence and the confidence." + ), + "by_year": [ + { + "value": cohort.key.value, + "label": cohort.label, + "records": cohort.records, + "spellings": dict(cohort.spellings), + } + for cohort in report.not_applicable_spellings + ], + }, "completeness_by_access": [ { "name": row.name, diff --git a/src/perimeter/coverage.py b/src/perimeter/coverage.py index 3e09dfa..c6d8120 100644 --- a/src/perimeter/coverage.py +++ b/src/perimeter/coverage.py @@ -8,18 +8,25 @@ from __future__ import annotations from collections import Counter -from collections.abc import Sequence +from collections.abc import Callable, Sequence from dataclasses import dataclass from perimeter.cells import CellState, present_tenths_of_percent from perimeter.dins import ( + NOT_APPLICABLE_FIELD, AccessSplit, + CohortKey, IncidentKey, access_split, + county_cohort_key, damage_distribution, + group_by_cohort, group_by_incident, is_assessed, is_inaccessible, + recorded_absence_spellings, + structure_category_cohort_key, + year_cohort_key, ) from perimeter.perimeters import ( DuplicateSignal, @@ -253,6 +260,10 @@ class DinsReport: damage: dict[str, int] by_access: list[AccessFieldCoverage] incident_rows: list[IncidentCoverage] + by_year: list[CohortCoverage] + by_county: list[CohortCoverage] + by_structure_category: list[CohortCoverage] + not_applicable_spellings: list[SpellingCohort] def access_field_coverages( @@ -302,6 +313,13 @@ def dins_report(records: Sequence[Record]) -> DinsReport: access=access_split(records), damage=damage_distribution(records), by_access=access_field_coverages(records, DINS_FIELDS), + # Three cuts of the same measurement, each a partition of the same records, so + # every cut sums back to the file totals per field and per state. A test asserts + # that partition rather than trusting it. + by_year=cohort_coverages(records, year_cohort_key), + by_county=cohort_coverages(records, county_cohort_key), + by_structure_category=cohort_coverages(records, structure_category_cohort_key), + not_applicable_spellings=not_applicable_spellings_by_year(records), incident_rows=[ IncidentCoverage( key=key, @@ -313,3 +331,100 @@ def dins_report(records: Sequence[Record]) -> DinsReport: for key, group in groups ], ) + + +@dataclass(frozen=True) +class CohortCoverage: + """One cut of the file: a cohort, its own denominator, and every field inside it. + + A cut answers a question an average over the file cannot. Completeness differs along + every axis this file has: fields that exist only in later inspection forms, the two + spellings of Not Applicable that occupy non-overlapping eras, construction attributes + that apply to a residence and not to an outbuilding. A reader planning to use + ``EAVES`` needs to know it is blank in the early years and not the late ones, and the + file-wide number describes no year in particular. + + Each cohort carries its own ``records`` as the denominator for everything in it, and + the same assessed / inaccessible / neither split the whole file carries, because the + reason a cell is blank inside a cohort is the same question as it is across the file. + + Nothing here compares one cohort against another and no row becomes a rate of + anything but its own cells. + """ + + key: CohortKey + records: int + access: AccessSplit + fields: list[FieldCoverage] + by_access: list[AccessFieldCoverage] + """The same field table again, split by what the damage field says about access. + + Carried per cohort because the question the split answers is not a property of the + file as a whole. A construction attribute blank on a structure the inspection could + not reach is a different fact from the same attribute blank on a structure that was + assessed, and which of those a year is made of changes year by year. Without this a + cohort of entirely inaccessible records reads as a year with terrible completeness + rather than as a year nobody could walk up to. + + It is also what keeps an empty denominator from being published as a rate: + ``assessed_tenths_pct`` is ``None`` where a cohort holds no assessed records, and a + page renders that in words rather than as ``0.0%``. + """ + + @property + def label(self) -> str: + return self.key.label + + @property + def value(self) -> str | None: + """The recorded value this cohort is, or ``None`` where it is an absence.""" + return self.key.value + + +def cohort_coverages( + records: Sequence[Record], + key: Callable[[Record], CohortKey], + specs: Sequence[FieldSpec] = DINS_FIELDS, +) -> list[CohortCoverage]: + """Every cohort of one cut, each measured exactly as the whole file is measured.""" + return [ + CohortCoverage( + key=cohort_key, + records=len(group), + access=access_split(group), + fields=field_coverages(group, specs), + by_access=access_field_coverages(group, specs), + ) + for cohort_key, group in group_by_cohort(records, key) + ] + + +@dataclass(frozen=True) +class SpellingCohort: + """One cohort, and how often each spelling of one field's Not Applicable was used.""" + + key: CohortKey + records: int + spellings: dict[str, int] + + @property + def label(self) -> str: + return self.key.label + + +def not_applicable_spellings_by_year(records: Sequence[Record]) -> list[SpellingCohort]: + """The `NA` against `N/A` era claim, per incident-start year, as counts. + + ``docs/MARKERS.md`` section 2 rests the decision to count both spellings as the + published finding on the observation that they fall on opposite sides of one year. + That observation was measured once by a person and typed into a document. This + publishes it, so the claim moves when the file does instead of going quietly stale. + """ + return [ + SpellingCohort( + key=key, + records=len(group), + spellings=recorded_absence_spellings(group, NOT_APPLICABLE_FIELD), + ) + for key, group in group_by_cohort(records, year_cohort_key) + ] diff --git a/src/perimeter/dins.py b/src/perimeter/dins.py index a430a42..7c7d73a 100644 --- a/src/perimeter/dins.py +++ b/src/perimeter/dins.py @@ -17,7 +17,7 @@ from __future__ import annotations from collections import Counter, defaultdict -from collections.abc import Sequence +from collections.abc import Callable, Sequence from dataclasses import dataclass from datetime import UTC, datetime from pathlib import Path @@ -26,6 +26,7 @@ from perimeter.records import Record, load_rows, parse_records from perimeter.schema import ( DINS_FIELDS, + DINS_FIELDS_BY_NAME, DINS_INACCESSIBLE, DINS_REQUIRED_COLUMNS, SchemaDriftError, @@ -33,6 +34,14 @@ SOURCE = "CAL FIRE DINS (POSTFIRE)" +OUTSIDE_PUBLISHED_DOMAIN = "outside_published_domain" +"""The one cohort a recorded value the publisher's domain does not describe lands in. + +Named rather than spelled out per cut, because it is the same fact wherever it appears +and because a reader comparing it against `outside_published_domain` on the field row +should be reading one word, not two spellings of one word. +""" + def parse_inspections(rows: Sequence[dict[str, object]]) -> list[Record]: return parse_records( @@ -198,3 +207,149 @@ def group_by_incident( ), ) return ordered, unattributed + + +@dataclass(frozen=True, order=True) +class CohortKey: + """Which cohort a record belongs to in one cut of the file, and why. + + A cut groups records by a published column, and the column can say three things. + ``value`` is the recorded one. The other two are the absences, kept apart from each + other and from every recorded value, because "the inspection recorded no county" and + "the inspection recorded a marker in place of a county" are different facts and + neither is a county. + + ``sort`` puts recorded values first in their own order and both absences after them, + so a table never opens on the rows that carry no value. + """ + + sort: tuple[int, float, str] + label: str + value: str | None + + @property + def is_recorded(self) -> bool: + return self.value is not None + + +def _recorded(value: str, *, numeric: float | None = None) -> CohortKey: + return CohortKey( + sort=(0, numeric if numeric is not None else 0.0, value), + label=value, + value=value, + ) + + +def _absent(label: str, *, last: bool) -> CohortKey: + return CohortKey(sort=(2 if last else 1, 0.0, label), label=label, value=None) + + +def year_cohort_key(record: Record) -> CohortKey: + """Which incident-start year a record belongs to. + + The layer publishes the date as milliseconds since the epoch and the year is read in + UTC, exactly as :func:`_epoch_year` reads it, so a cut by year and a per-incident + start year cannot disagree about the same record. + """ + cell = record.cell("INCIDENTSTARTDATE") + if cell.state is CellState.EXPLICIT_UNKNOWN: + return _absent("Start date recorded as unknown", last=False) + if not cell.is_present: + return _absent("No incident start date recorded", last=True) + year = _epoch_year(cell, where=f"{SOURCE}[OBJECTID={record.identifier}]") + if year is None: # pragma: no cover - unreachable: the cell was shown present above + return _absent("No incident start date recorded", last=True) + return _recorded(str(year), numeric=float(year)) + + +def _text_cohort_key( + record: Record, field: str, *, unknown_label: str, absent_label: str +) -> CohortKey: + cell = record.cell(field) + if cell.state is CellState.EXPLICIT_UNKNOWN: + return _absent(unknown_label, last=False) + if not cell.is_present: + return _absent(absent_label, last=True) + return _recorded(cell.value()) + + +def county_cohort_key(record: Record) -> CohortKey: + """Which published county a record belongs to. + + The layer publishes no coded-value domain for ``COUNTY``, so every recorded spelling + is its own cohort and nothing here decides that two spellings name one county. + """ + return _text_cohort_key( + record, + "COUNTY", + unknown_label="County recorded as unknown", + absent_label="No county recorded", + ) + + +def structure_category_cohort_key(record: Record) -> CohortKey: + """Which published structure category a record belongs to. + + ``STRUCTURECATEGORY`` is one of the fields the layer does publish a coded-value + domain for. A recorded value outside that domain is counted, never dropped and never + given a row of its own: it goes to one ``outside_published_domain`` cohort, because + giving it a row would publish a category CAL FIRE does not define as though this + project had found one (ADR 0002). + """ + cell = record.cell("STRUCTURECATEGORY") + if cell.state is CellState.EXPLICIT_UNKNOWN: + return _absent("Structure category recorded as unknown", last=False) + if not cell.is_present: + return _absent("No structure category recorded", last=True) + spec = DINS_FIELDS_BY_NAME["STRUCTURECATEGORY"] + if spec.outside_domain(cell): + return CohortKey( + sort=(1, 0.0, OUTSIDE_PUBLISHED_DOMAIN), + label=OUTSIDE_PUBLISHED_DOMAIN, + value=OUTSIDE_PUBLISHED_DOMAIN, + ) + return _recorded(cell.value()) + + +def group_by_cohort( + records: Sequence[Record], key: Callable[[Record], CohortKey] +) -> list[tuple[CohortKey, list[Record]]]: + """Partition records into cohorts, in cohort order. + + Every record lands in exactly one cohort, so the cuts sum back to the file. An empty + cohort is not published: nothing was measured there, and a row of zeros would read as + a finding about a county with no records rather than as a county the file never + names. + """ + buckets: dict[CohortKey, list[Record]] = defaultdict(list) + for record in records: + buckets[key(record)].append(record) + return sorted(buckets.items(), key=lambda item: item[0].sort) + + +NOT_APPLICABLE_FIELD = "UTILITYMISCSTRUCTUREDISTANCE" +"""The field whose Not Applicable value the file spells two ways. + +``docs/MARKERS.md`` section 2 records the call: CAL FIRE's published domain for this +field lists ``NA``, the file also carries ``N/A``, and both are counted as the published +finding rather than one being read as missing data. The evidence for that call is an era +claim, that the two spellings fall on opposite sides of one year, and until now it was a +sentence somebody had measured once and typed in. :func:`recorded_absence_spellings` +per year is that sentence as a published count. +""" + + +def recorded_absence_spellings(records: Sequence[Record], field: str) -> dict[str, int]: + """How often each declared recorded-absence spelling of one field was written. + + Only the spellings the field registry declares, and only in cells that are present. + A recorded absence is a finding rather than a blank, so it is counted here among + values and never among the empty cells. + """ + spec = DINS_FIELDS_BY_NAME[field] + counts: Counter[str] = Counter() + for record in records: + cell = record.cell(field) + if cell.is_present and cell.value() in spec.recorded_absences: + counts[cell.value()] += 1 + return dict(sorted(counts.items())) diff --git a/src/perimeter/render.py b/src/perimeter/render.py index 97f52d5..3675a44 100644 --- a/src/perimeter/render.py +++ b/src/perimeter/render.py @@ -20,7 +20,13 @@ from dataclasses import dataclass from perimeter.cells import present_tenths_of_percent -from perimeter.coverage import DinsReport, FieldCoverage, PerimeterReport +from perimeter.coverage import ( + CohortCoverage, + DinsReport, + FieldCoverage, + PerimeterReport, + SpellingCohort, +) from perimeter.schema import Basis from perimeter.sources import DINS, FRAP, Source @@ -800,6 +806,108 @@ def perimeters_page(report: PerimeterReport, *, is_fixture: bool) -> str: ) +def cohort_rows( + cohorts: Sequence[CohortCoverage], columns: Sequence[tuple[str, str]] +) -> str: + """One row per cohort: its denominators, its access split, and a few field shares. + + The field shares are taken over the cohort's **assessed** records rather than over + all of them, because that is the population the construction attributes describe. A + cohort holding no assessed records therefore has no denominator to divide by, and + :func:`pct` writes that in words. A ``0.0%`` there would say the inspectors found + nothing, when what happened is that nobody could walk up to anything. + + The full per-field counts for every cohort, in all three states and all three access + populations, are in the JSON artifact beside the page. + """ + rows: list[str] = [] + for cohort in cohorts: + by_name = {row.name: row for row in cohort.by_access} + cells = "".join( + f'' + f"{pct(by_name[name].assessed_tenths_pct) if name in by_name else NOT_COUNTED}" + f"" + for name, _label in columns + ) + absence = ( + "" + if cohort.value is not None + else ' no value recorded' + ) + neither = ( + cohort.access.damage_not_recorded + cohort.access.damage_explicit_unknown + ) + rows.append( + "" + f'{esc(cohort.label)}{absence}' + f'{num(cohort.records)}' + f'{num(cohort.access.assessed)}' + f'{num(cohort.access.inaccessible)}' + f'{num(neither)}' + f"{cells}" + "" + ) + return "".join(rows) + + +def cohort_table( + cohorts: Sequence[CohortCoverage], + columns: Sequence[tuple[str, str]], + *, + caption_id: str, + caption: str, + first_column: str, +) -> str: + headers = "".join( + f'{esc(label)}' for _name, label in columns + ) + return ( + f'
' + f'' + "" + f'' + '' + '' + '' + '' + f"{headers}" + "" + f"{cohort_rows(cohorts, columns)}
{esc(first_column)}RecordsAssessedInaccessibleNeither
" + ) + + +def spelling_table(cohorts: Sequence[SpellingCohort], spellings: Sequence[str]) -> str: + """The two spellings of Not Applicable, per incident-start year.""" + headers = "".join( + f'{esc(spelling)}' + for spelling in spellings + ) + rows = [] + for cohort in cohorts: + cells = "".join( + f'{num(cohort.spellings.get(spelling, 0))}' + for spelling in spellings + ) + rows.append( + "" + f'{esc(cohort.label)}' + f'{num(cohort.records)}' + f"{cells}" + "" + ) + return ( + '
' + '" + '' + '' + f"{headers}" + "" + f"{''.join(rows)}
Incident start yearRecords
" + ) + + def dins_page(report: DinsReport, *, is_fixture: bool) -> str: damage_rows = [] for value, count in sorted(report.damage.items(), key=lambda kv: (-kv[1], kv[0])): @@ -886,6 +994,18 @@ def dins_page(report: DinsReport, *, is_fixture: bool) -> str: for name, label in INCIDENT_FIELD_COLUMNS if any(field.name == name for field in report.fields) ] + # The spellings the page prints, taken from what the file actually holds rather than + # from a literal here. A spelling the registry declares and the file never writes + # would otherwise get a column of zeros, and a spelling the file starts writing would + # be counted in the artifact and invisible on the page. + spellings = sorted( + { + spelling + for cohort in report.not_applicable_spellings + for spelling in cohort.spellings + } + ) + incident_rows = [] for incident in report.incident_rows: by_name = {field.name: field for field in incident.fields} @@ -1025,6 +1145,84 @@ def dins_page(report: DinsReport, *, is_fixture: bool) -> str: written either way, because a row one cell short is a row whose later values have all moved under the wrong heading.

+

Completeness by year, by county, and by structure category

+

The file spans a decade of inspection practice, fifty-two counties and several classes +of structure, and completeness differs along each. Fields exist only in later forms. The +two spellings of Not Applicable occupy non-overlapping eras. Construction attributes apply +to a residence and not to a shed. A reader planning to use EAVES needs to +know it is blank in the early years and not the late ones, and one number across the file +describes no year in particular.

+

Each row below is its own denominator. Nothing is compared against anything: no county +is ranked, no year is called better than another, and no row is a rate of anything but its +own cells.

+ +

By incident start year

+{ + cohort_table( + report.by_year, + columns, + caption_id="cap-by-year", + caption=( + "Records, access split and field completeness among assessed records, " + "per incident start year" + ), + first_column="Incident start year", + ) + } + +

By county

+

CAL FIRE publishes no coded-value domain for COUNTY, so every recorded +spelling is its own row and nothing here decides that two spellings name one county.

+{ + cohort_table( + report.by_county, + columns, + caption_id="cap-by-county", + caption=( + "Records, access split and field completeness among assessed records, " + "per published county value" + ), + first_column="County", + ) + } + +

By structure category

+

This is what turns a blank into not applicable to this class without this +project deciding so. It counts per class and lets the reader see the pattern. A recorded +value the published domain does not describe is counted in one +outside_published_domain row rather than given a row of its own, because a row +would publish a category CAL FIRE does not define as though this project had found one.

+{ + cohort_table( + report.by_structure_category, + columns, + caption_id="cap-by-category", + caption=( + "Records, access split and field completeness among assessed records, " + "per published structure category" + ), + first_column="Structure category", + ) + } +

The field columns are the share of that cohort's assessed +records carrying a recorded value, not the share of all of its records. That is the +population the construction attributes describe, and it is why a cohort made entirely of +structures nobody could reach reads no records in those columns rather than +0.0%: there is no denominator to divide by, and a zero there would say the +inspectors found nothing rather than that nobody could walk up to anything. Records whose +damage field is blank or carries a marker are in neither population and are counted in +their own column, so the three columns account for every record in the row. Cohorts with +no records are not published at all: a row of zeros would read as a finding about a county +the file simply never names.

+ +

The two spellings of Not Applicable, per year

+

The decision to count both NA and N/A as the publisher's +finding rests on the observation that they fall on opposite sides of one year. That +observation used to be a sentence somebody measured once and typed into +docs/MARKERS.md. It is a published count now, so it moves when the file does +instead of going quietly stale.

+{spelling_table(report.not_applicable_spellings, spellings)} +

Methodology and the caveats this page operationalizes

{caveat_block(DINS)} diff --git a/src/perimeter/schema_export.py b/src/perimeter/schema_export.py index 6c6691d..f26a5c1 100644 --- a/src/perimeter/schema_export.py +++ b/src/perimeter/schema_export.py @@ -430,6 +430,89 @@ def perimeters_schema() -> dict[str, Any]: return schema +def _pair(what: str) -> dict[str, Any]: + """``[present, total]``. The pair, never a share. + + A population with no records has no share, and a ``0`` where the share would go + reads as "the field is empty here" rather than as "nothing was counted here". The + consumer divides, and gets to see the denominator it divided by. + """ + return { + "type": "array", + "description": f"{what}: the count carrying a recorded value, then the count in that population.", + "items": {"type": "integer"}, + "minItems": 2, + "maxItems": 2, + } + + +def _cohort_schema(what: str, absences: str) -> dict[str, Any]: + """One cut of the DINS file: cohorts of one column, each over its own denominator.""" + return { + "type": "array", + "description": ( + f"{what} Each cohort carries its own record count as the denominator for " + "everything in it, and the same assessed / inaccessible / neither split the " + "whole file carries. The cohorts partition the file, so summing one cut per " + "field and per state returns the file totals. Nothing here compares one " + f"cohort against another. {absences}" + ), + "items": _object( + "One cohort, measured exactly as the whole file is measured.", + { + "value": _string( + "The recorded value this cohort is, or null where the cohort is an " + "absence rather than a value. Read this, not `label`, to tell a " + "measured cohort from an absence without parsing English.", + nullable=True, + ), + "label": _string("What a page prints for this cohort."), + "records": _integer("Records in this cohort. Its denominator."), + "access": _access_schema(), + "fields": { + "type": "object", + "description": ( + "Field name to a three-element array of counts within this " + f"cohort, in `field_state_order`. {_STATE_MEANING}" + ), + "additionalProperties": { + "type": "array", + "items": {"type": "integer"}, + "minItems": len(FIELD_STATE_ORDER), + "maxItems": len(FIELD_STATE_ORDER), + }, + }, + "fields_by_access": { + "type": "object", + "description": ( + "Field name to that field's completeness inside this cohort, " + "split by what the damage field says about the inspection. Each " + "population is `[present, total]`: the pair rather than a share, " + "because a population with no records has no share and " + "publishing a zero there would say the field is empty rather " + "than that nothing was counted. `undetermined` is the third " + "population ADR 0007 requires: the records the damage field " + "places in neither of the other two." + ), + "additionalProperties": _object( + "One field, split three ways by access, within this cohort.", + { + "assessed": _pair( + "Records the damage field places in the assessed " + "population" + ), + "inaccessible": _pair( + "Records the publisher marks inaccessible" + ), + "undetermined": _pair("Records in neither population"), + }, + ), + }, + }, + ), + } + + def dins_schema() -> dict[str, Any]: """The contract for ``dins-coverage.json``.""" incident_fields = { @@ -482,6 +565,66 @@ def dins_schema() -> dict[str, Any]: ), "items": {"type": "string"}, }, + "completeness_by_year": _cohort_schema( + "Completeness per incident-start year, read from " + "`INCIDENTSTARTDATE` in UTC.", + "Records whose start date is empty, and records whose start date " + "carries a marker, are two separate cohorts and neither is a year.", + ), + "completeness_by_county": _cohort_schema( + "Completeness per published `COUNTY` value.", + "The layer publishes no coded-value domain for this column, so " + "every recorded spelling is its own cohort and nothing here decides " + "that two spellings name one county. Records with no county, and " + "records whose county carries a marker, are separate cohorts.", + ), + "completeness_by_structure_category": _cohort_schema( + "Completeness per published `STRUCTURECATEGORY` value.", + "A recorded value the publisher's domain does not describe is " + "counted in one `outside_published_domain` cohort rather than given " + "a row of its own, because a row would publish a category CAL FIRE " + "does not define as though this project had found one (ADR 0002). " + "Records with no category, and records whose category carries a " + "marker, are separate cohorts again.", + ), + "not_applicable_spellings_by_year": _object( + "How often each declared spelling of one field's Not Applicable " + "value was written, per incident-start year. Published because " + "docs/MARKERS.md rests a marker decision on the observation that the " + "two spellings fall on opposite sides of one year, and that " + "observation was otherwise a sentence measured once by a person.", + { + "field": _string("The column these spellings belong to."), + "note": _string("What is counted here and what it is for."), + "by_year": { + "type": "array", + "description": ( + "One row per incident-start year cohort, in the same " + "cohort order as `completeness_by_year`." + ), + "items": _object( + "One year, and the spellings written in it.", + { + "value": _string( + "The year, or null where the cohort is an " + "absence rather than a year.", + nullable=True, + ), + "label": _string( + "What a page prints for this cohort." + ), + "records": _integer("Records in this cohort."), + "spellings": _counts( + "Spelling to the number of records writing it. " + "A spelling absent from this object was written " + "zero times in this year; the object names only " + "what was found." + ), + }, + ), + }, + }, + ), "completeness_by_access": { "type": "array", "description": ( diff --git a/tests/test_completeness_cuts.py b/tests/test_completeness_cuts.py new file mode 100644 index 0000000..11156e0 --- /dev/null +++ b/tests/test_completeness_cuts.py @@ -0,0 +1,425 @@ +"""Three cuts of the DINS file, each a partition, none of them a comparison. + +Completeness is published for the whole file and per incident. The file spans a decade of +inspection practice, fifty-two counties and several classes of structure, and completeness +differs along each: fields that exist only in later forms, the two spellings of Not +Applicable that occupy non-overlapping eras, construction attributes that apply to a +residence and not to a shed. A reader planning to use ``EAVES`` needs to know it is blank +in the early years and not the late ones, and an average over the file hides that. + +What a cut must not become is a league table. Nothing here compares one county against +another, no row is a rate of anything but its own cells, and no cohort is ranked. The +tests below hold three properties that keep it that way: + +* **Each cut partitions the file.** Summing a cut per field and per state returns the + file totals, so nothing is dropped into a cohort that is not published and nothing is + counted twice. This is the assertion the issue asks for by name. +* **An absence is not a value.** A record with no county, and a record whose county cell + carries a marker, are two cohorts and neither is a county. A recorded structure category + outside the publisher's domain is counted in one cohort rather than given a row, because + a row would publish a category CAL FIRE does not define as though this project had found + one (ADR 0002). +* **An empty denominator is never a share.** A cohort holding no assessed records has + nothing to divide by, and the page writes that in words. ``0.0%`` there would say the + inspectors found nothing when what happened is that nobody could reach anything, which + is the defect this whole repository is organised against. +""" + +from __future__ import annotations + +import json +from pathlib import Path + +import pytest + +from perimeter.coverage import ( + CohortCoverage, + cohort_coverages, + dins_report, + not_applicable_spellings_by_year, +) +from perimeter.dins import ( + NOT_APPLICABLE_FIELD, + OUTSIDE_PUBLISHED_DOMAIN, + county_cohort_key, + load_inspections, + parse_inspections, + structure_category_cohort_key, + year_cohort_key, +) +from perimeter.render import INCIDENT_FIELD_COLUMNS, dins_page +from perimeter.schema import DINS_FIELDS + +REPO_ROOT = Path(__file__).resolve().parents[1] +FIXTURES = REPO_ROOT / "fixtures" +SITE_DATA = REPO_ROOT / "site" / "data" +MARKERS = REPO_ROOT / "docs" / "MARKERS.md" + +#: Milliseconds since the epoch for 1 July of each year, which is what the layer +#: publishes in ``INCIDENTSTARTDATE``. Written as the literal the fixtures use rather +#: than computed, so a test cannot agree with the code by sharing its arithmetic. +JULY_2019 = 1_561_939_200_000 +JULY_2021 = 1_625_097_600_000 + + +def _rows() -> list[dict[str, object]]: + text = (FIXTURES / "dins_postfire.sample.json").read_text(encoding="utf-8") + loaded = json.loads(text) + assert isinstance(loaded, list) + return [dict(row) for row in loaded] + + +def _cut(rows: list[dict[str, object]], key: str) -> list[CohortCoverage]: + keys = { + "year": year_cohort_key, + "county": county_cohort_key, + "category": structure_category_cohort_key, + } + return cohort_coverages(parse_inspections(rows), keys[key]) + + +def _by_label(cohorts: list[CohortCoverage]) -> dict[str, CohortCoverage]: + return {cohort.label: cohort for cohort in cohorts} + + +# -------------------------------------------------------------------------------------- +# The partition. The assertion the issue asks for by name. +# -------------------------------------------------------------------------------------- + + +@pytest.mark.parametrize("cut", ["by_year", "by_county", "by_structure_category"]) +def test_each_cut_sums_back_to_the_file_totals(cut: str) -> None: + """Per field and per state, in all three states, across the whole registry. + + A cut that lost records would publish smaller denominators than the file has and + nothing on the page would say so. Summing is the only way to know. + """ + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + cohorts: list[CohortCoverage] = getattr(report, cut) + whole = {field.name: field for field in report.fields} + + assert sum(cohort.records for cohort in cohorts) == report.records + for name, field in whole.items(): + present = sum( + row.present + for cohort in cohorts + for row in cohort.fields + if row.name == name + ) + unknown = sum( + row.explicit_unknown + for cohort in cohorts + for row in cohort.fields + if row.name == name + ) + empty = sum( + row.not_recorded + for cohort in cohorts + for row in cohort.fields + if row.name == name + ) + assert (present, unknown, empty) == ( + field.present, + field.explicit_unknown, + field.not_recorded, + ), name + + +@pytest.mark.parametrize("cut", ["by_year", "by_county", "by_structure_category"]) +def test_each_cut_sums_back_to_the_files_access_split(cut: str) -> None: + """The assessed / inaccessible / neither split partitions each cohort too.""" + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + cohorts: list[CohortCoverage] = getattr(report, cut) + + assert sum(c.access.assessed for c in cohorts) == report.access.assessed + assert sum(c.access.inaccessible for c in cohorts) == report.access.inaccessible + assert sum(c.access.damage_not_recorded for c in cohorts) == ( + report.access.damage_not_recorded + ) + assert sum(c.access.damage_explicit_unknown for c in cohorts) == ( + report.access.damage_explicit_unknown + ) + for cohort in cohorts: + assert cohort.access.total == cohort.records + + +def test_every_cohort_publishes_every_registered_field() -> None: + """A cohort short a field is a row whose later values sit under the wrong heading.""" + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + expected = [spec.name for spec in DINS_FIELDS] + for cut in (report.by_year, report.by_county, report.by_structure_category): + for cohort in cut: + assert [field.name for field in cohort.fields] == expected + assert [row.name for row in cohort.by_access] == expected + + +# -------------------------------------------------------------------------------------- +# Hand-computed tables over the committed fixtures. +# -------------------------------------------------------------------------------------- + + +def test_the_year_cut_is_what_the_fixture_holds() -> None: + """Counted by hand from the ten committed records, not read back from the code.""" + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + assert [(c.label, c.records) for c in report.by_year] == [("1995", 4), ("2021", 6)] + + first = report.by_year[0] + assert first.value == "1995" + assert (first.access.assessed, first.access.inaccessible) == (3, 1) + + +def test_the_county_cut_is_what_the_fixture_holds() -> None: + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + assert [(c.label, c.records) for c in report.by_county] == [("Butte", 10)] + + +def test_the_structure_category_cut_is_what_the_fixture_holds() -> None: + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + assert [(c.label, c.records) for c in report.by_structure_category] == [ + ("Infrastructure", 1), + ("Nonresidential Commercial", 2), + ("Other Minor Structure", 2), + ("Single Residence", 5), + ] + + +def test_recorded_cohorts_come_before_absences_and_in_order() -> None: + rows = _rows() + rows[0]["COUNTY"] = "" + rows[1]["COUNTY"] = "Alpine" + labels = [cohort.label for cohort in _cut(rows, "county")] + assert labels == ["Alpine", "Butte", "No county recorded"] + + +# -------------------------------------------------------------------------------------- +# An absence is not a value. +# -------------------------------------------------------------------------------------- + + +def test_a_record_with_no_county_is_its_own_cohort_with_its_own_counts() -> None: + """Named in the issue: it appears under "no county recorded" with its counts.""" + rows = _rows() + rows[0]["COUNTY"] = "" + rows[1]["COUNTY"] = "" + + cohorts = _by_label(_cut(rows, "county")) + assert set(cohorts) == {"Butte", "No county recorded"} + + absent = cohorts["No county recorded"] + assert absent.value is None, "an absence must not be published as a recorded value" + assert absent.records == 2 + assert absent.access.total == 2 + damage = next(field for field in absent.fields if field.name == "DAMAGE") + assert damage.present + damage.explicit_unknown + damage.not_recorded == 2 + + +def test_a_cohort_of_absences_is_never_a_cohort_of_the_empty_string() -> None: + """The label is prose and the value is the fact. A consumer reads the fact. + + A cut that published ``""`` as a county would put a county named nothing in every + downstream group-by. ``value`` is null instead, and it is the key a machine reads. + """ + rows = _rows() + rows[0]["COUNTY"] = "" + absent = next(c for c in _cut(rows, "county") if c.value is None) + assert absent.label == "No county recorded" + assert absent.value is None + + +def test_a_year_that_was_never_recorded_is_not_a_year() -> None: + rows = _rows() + for row in rows[:3]: + row["INCIDENTSTARTDATE"] = None + + cohorts = _by_label(_cut(rows, "year")) + assert "No incident start date recorded" in cohorts + absent = cohorts["No incident start date recorded"] + assert absent.value is None + assert absent.records == 3 + assert sum(c.records for c in cohorts.values()) == 10 + + +def test_a_structure_category_outside_the_published_domain_is_one_cohort() -> None: + """ADR 0002. Counted, never dropped, and never given a row of its own. + + Two different unpublished spellings land in the same cohort, because publishing + either as a category would say CAL FIRE defines it. + """ + rows = _rows() + rows[0]["STRUCTURECATEGORY"] = "Floating Home" + rows[1]["STRUCTURECATEGORY"] = "Grain Silo" + + cohorts = _by_label(_cut(rows, "category")) + assert OUTSIDE_PUBLISHED_DOMAIN in cohorts + assert cohorts[OUTSIDE_PUBLISHED_DOMAIN].records == 2 + assert "Floating Home" not in cohorts + assert "Grain Silo" not in cohorts + assert sum(c.records for c in cohorts.values()) == 10 + + +def test_no_empty_cohort_is_published() -> None: + """A row of zeros reads as a finding about a county the file never names.""" + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + for cut in (report.by_year, report.by_county, report.by_structure_category): + assert cut, "a cut with no cohorts at all" + for cohort in cut: + assert cohort.records > 0 + + +# -------------------------------------------------------------------------------------- +# An empty denominator is never a share. +# -------------------------------------------------------------------------------------- + + +def test_a_cohort_of_only_inaccessible_records_has_no_assessed_share() -> None: + """Named in the issue: the assessed denominator is published as none, in words. + + ``assessed_tenths_pct`` is ``None`` rather than ``0``, and the page renders that in + words. A zero would say the inspectors recorded nothing about these structures, when + what happened is that nobody could walk up to one. + """ + rows = _rows() + for row in rows: + row["INCIDENTSTARTDATE"] = JULY_2019 + rows[0]["INCIDENTSTARTDATE"] = JULY_2021 + rows[0]["DAMAGE"] = "Inaccessible" + + cohorts = _by_label(_cut(rows, "year")) + lonely = cohorts["2021"] + assert lonely.records == 1 + assert lonely.access.assessed == 0 + assert lonely.access.inaccessible == 1 + + for row in lonely.by_access: + assert row.assessed_total == 0 + assert row.assessed_tenths_pct is None, ( + f"{row.name} published a share over an empty assessed population" + ) + assert row.inaccessible_total == 1 + + markup = dins_page( + dins_report(parse_inspections(rows)), + is_fixture=True, + ) + # The row itself, not the table. `"0.0%" not in table` was the first form of this + # assertion and it is wrong twice over: `100.0%` contains `0.0%`, so a healthy + # cohort fails it, and a percentage in some other row would fail it too. The claim + # is about this cohort's cells. + table = markup.split('id="cap-by-year"')[1].split("")[0] + row = table.split('2021')[1].split("")[0] + assert "%" not in row, row + assert row.count("no records") == len( + [ + name + for name, _ in INCIDENT_FIELD_COLUMNS + if name in {f.name for f in DINS_FIELDS} + ] + ) + + +def test_the_three_access_populations_account_for_every_record_in_a_cohort() -> None: + """ADR 0007: the population a split leaves out is published, not dropped.""" + rows = _rows() + rows[0]["DAMAGE"] = None + report = dins_report(parse_inspections(rows)) + for cohort in report.by_county: + for row in cohort.by_access: + assert row.counted_records == cohort.records + + +# -------------------------------------------------------------------------------------- +# The marker era claim, measured rather than typed. +# -------------------------------------------------------------------------------------- + + +def test_the_spelling_cut_counts_only_declared_recorded_absences() -> None: + rows = _rows() + for row in rows: + row[NOT_APPLICABLE_FIELD] = "NA" + rows[0][NOT_APPLICABLE_FIELD] = "<30'" + + cohorts = not_applicable_spellings_by_year(parse_inspections(rows)) + counted = sum(sum(c.spellings.values()) for c in cohorts) + assert counted == 9, "a recorded distance was counted as a Not Applicable spelling" + assert {s for c in cohorts for s in c.spellings} == {"NA"} + + +def test_the_spelling_cut_partitions_the_same_years_as_the_year_cut() -> None: + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + assert [c.label for c in report.not_applicable_spellings] == [ + c.label for c in report.by_year + ] + + +def test_the_published_era_claim_is_what_the_published_file_holds() -> None: + """`docs/MARKERS.md` rests a marker decision on two numbers and an era boundary. + + They were measured once by a person and typed into a document, which is the shape + this repository refuses everywhere else. They are computed and published now, and + this holds the document to the artifact in both directions: the sentence must state + the measured counts, and the boundary the sentence claims must still hold in the + file. + """ + artifact = json.loads( + (SITE_DATA / "dins-coverage.json").read_text(encoding="utf-8") + ) + published = artifact["not_applicable_spellings_by_year"] + assert published["field"] == NOT_APPLICABLE_FIELD + + totals: dict[str, int] = {} + years: dict[str, set[str]] = {} + for row in published["by_year"]: + for spelling, count in row["spellings"].items(): + totals[spelling] = totals.get(spelling, 0) + count + years.setdefault(spelling, set()).add(row["label"]) + + document = " ".join(MARKERS.read_text(encoding="utf-8").split()) + for spelling, count in sorted(totals.items()): + assert f"{count:,} `{spelling}` records" in document, ( + f"docs/MARKERS.md does not state the measured count of {spelling!r} " + f"({count:,}); the sentence and the file disagree" + ) + + assert years["N/A"] <= {"2018", "2019"}, years["N/A"] + assert min(years["NA"]) >= "2020", years["NA"] + assert not (years["N/A"] & years["NA"]), ( + "a year carries both spellings, and docs/MARKERS.md says they fall on opposite " + "sides of one year" + ) + + +# -------------------------------------------------------------------------------------- +# The page. +# -------------------------------------------------------------------------------------- + + +def test_the_page_publishes_all_three_cuts_and_the_spellings() -> None: + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + markup = dins_page(report, is_fixture=True) + for caption in ("cap-by-year", "cap-by-county", "cap-by-category", "cap-spellings"): + assert f'id="{caption}"' in markup, caption + assert f'aria-labelledby="{caption}"' in markup, caption + + +def test_every_cut_table_is_a_reachable_scroll_region_with_row_headers() -> None: + """A container that scrolls and cannot be focused is a WCAG 2.1.1 failure. + + The browser half of the accessibility gate found exactly this once, on the tables + that were already here; these are the same shape and get the same treatment. + """ + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + markup = dins_page(report, is_fixture=True) + for caption in ("cap-by-year", "cap-by-county", "cap-by-category", "cap-spellings"): + section = markup.split(f'aria-labelledby="{caption}"')[0] + assert section.rstrip().endswith('
') >= len(report.by_county) + + +def test_the_page_names_the_denominator_the_field_columns_use() -> None: + """A share whose population is not stated is a number a reader cannot use.""" + report = dins_report(load_inspections(FIXTURES / "dins_postfire.sample.json")) + markup = " ".join(dins_page(report, is_fixture=True).split()) + assert "share of that cohort's assessed records" in markup + assert "Cohorts with no records are not published at all" in markup