Source: cog_pipeline publish_cache built 2026-07-23T16:06:45Z at 4f992a0 (pipeline PR #43, issue #28 Option B ruling: legacy aggregate families now publish only the H2-designated Direct flavor; Census Total = code + M-code). Fixture delta, verified against the prior partition: year=2011 loses 173,394 non-designated aggregate rows (3,037,606 -> 2,864,212; -05 max rows/gov 2 -> 1), leaf rows byte-identical; 2012/2019/2020 partitions, metadata parquets, and docs unchanged. manifest.json resyncs sha256 / row_count / size_bytes for the changed partition. Full suite vs the regenerated fixture: 467 PASS / 0 FAIL / 0 WARN / 0 SKIP — zero pin adjudications needed (reader verbs filter is_aggregate rows and no main test pins legacy aggregate counts).
uscogdata
Curated R reader for the Civilytics US Census of Governments finance corpus.
Provides unit-level financial profiles, geographic rollups, and peer comparisons with auditable provenance and built-in cross-vintage correctness. Reads the published corpus (Hive-partitioned parquet + manifest.json) directly from Nextcloud via DuckDB httpfs — no local bulk downloads required.
Status
Under active development (Phase 2 of the cog_pipeline project). See
../cog_pipeline/docs/reader-specification.md for the reader contract this
package implements.
Installation
# pak::pkg_install("gitea.civilytics.org/Civilytics/uscogdata")
Configuration
USCOGDATA_URL— corpus root URL (public Nextcloud share, trailing slash)USCOGDATA_CACHE_DIR— optional override for the manifest cache directoryUSCOGDATA_MANIFEST_TTL_SECS— optional manifest re-fetch TTL (default 3600)
Developer notes
Testing
The package ships a bundled fixture corpus at inst/extdata/fixture_corpus/ —
a 3.6 MB two-year slice (2019 + 2020) of the full corpus covering all 50
states. tests/testthat/setup.R automatically points USCOGDATA_URL at this
fixture, so the full test suite runs offline with no network dependency:
devtools::test() # uses bundled fixture, no credentials required
Releasing against the live corpus
Before cutting a release, run the test suite against the published corpus to catch any drift between the fixture and the real data:
Sys.setenv(USCOGDATA_URL = "<published-corpus-url-with-trailing-slash>")
devtools::test()
When the live-corpus run is clean, strip the fixture from the built package by
adding this line to .Rbuildignore:
^inst/extdata/fixture_corpus$
The test suite is URL-agnostic — setup.R falls back to USCOGDATA_URL when
the bundled fixture is absent, so no test code changes are needed for the
release run or after stripping the fixture.