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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,5 +1,11 @@ | ||
| [tool.ruff] | ||
| line-length = 79 | ||
| lint.select = ["E", "F", "I"] | ||
| lint.select = [ | ||
| "B", # bugbear | ||
| "E", | ||
| "F", | ||
| "I", | ||
| # "PD", # pandas | ||
| ] | ||
| target-version = "py39" | ||
|
|
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,111 @@ | ||
| """Bootstrap database for dynamic tillage.""" | ||
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| from datetime import date | ||
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| import click | ||
| from pandas.io.sql import read_sql | ||
| from pydep.tillage import make_tillage | ||
| from pyiem.database import get_dbconnc, get_sqlalchemy_conn | ||
| from pyiem.util import logger | ||
| from sqlalchemy import text | ||
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| LOG = logger() | ||
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| @click.command() | ||
| @click.option("--year", type=int, help="Year to bootstrap", required=True) | ||
| @click.option("--scenario", type=int, default=0) | ||
| def main(year, scenario): | ||
| """Run for the given year.""" | ||
| with get_sqlalchemy_conn("idep") as conn: | ||
| # Delete current year's data | ||
| res = conn.execute( | ||
| text(""" | ||
| delete from field_operations o USING fields f | ||
| WHERE o.field_id = f.field_id and o.year = :year | ||
| and f.scenario = :scenario | ||
| """), | ||
| {"year": year, "scenario": scenario}, | ||
| ) | ||
| LOG.info("deleted %s field operation rows", res.rowcount) | ||
| conn.commit() | ||
| # figure out the fields we need to compute | ||
| fields = read_sql( | ||
| text(""" | ||
| select field_id, landuse, management, | ||
| st_y(st_centroid(st_transform(geom, 4326))) as lat | ||
| from fields where scenario = :scenario | ||
| and isag and landuse is not null and management is not null | ||
| """), | ||
| conn, | ||
| params={"scenario": scenario}, | ||
| index_col="field_id", | ||
| ) | ||
| LOG.info("Processing %s fields", len(fields.index)) | ||
| conn, cursor = get_dbconnc("idep") | ||
| colidx = year - 2007 | ||
| inserts = 0 | ||
| for field_id, row in fields.iterrows(): | ||
| zone = "KS_NORTH" | ||
| if row["lat"] >= 42.5: | ||
| zone = "IA_NORTH" | ||
| elif row["lat"] >= 41.5: | ||
| zone = "IA_CENTRAL" | ||
| elif row["lat"] >= 40.5: | ||
| zone = "IA_SOUTH" | ||
| res = make_tillage( | ||
| scenario, | ||
| zone, | ||
| row["landuse"][colidx - 1], | ||
| row["landuse"][colidx], | ||
| row["landuse"][colidx - 2], # HACK | ||
| row["management"][colidx], | ||
| year - 2006, | ||
| ) | ||
| events = 0 | ||
| for line in res.split("\n"): | ||
| tokens = line.split() | ||
| if len(tokens) < 5 or tokens[4] != "Tillage" or int(tokens[0]) > 6: | ||
| continue | ||
| events += 1 | ||
| # till1, till2, till3, plant | ||
| dates = [None, None, None, None] | ||
| if events == 1: | ||
| dates[3] = date(year, 6, 1) | ||
| elif events == 2: | ||
| dates[0] = date(year, 6, 1) | ||
| dates[3] = date(year, 6, 2) | ||
| elif events == 3: | ||
| dates[0] = date(year, 6, 1) | ||
| dates[1] = date(year, 6, 2) | ||
| dates[3] = date(year, 6, 3) | ||
| elif events == 4: | ||
| dates[0] = date(year, 6, 1) | ||
| dates[1] = date(year, 6, 2) | ||
| dates[2] = date(year, 6, 3) | ||
| dates[3] = date(year, 6, 4) | ||
| elif events > 4: | ||
| LOG.info("events: %s", events) | ||
| LOG.info("res: %s", res) | ||
| raise ValueError("too many events") | ||
| cursor.execute( | ||
| """ | ||
| INSERT into field_operations | ||
| (field_id, year, till1, till2, till3, plant) | ||
| VALUES (%s, %s, %s, %s, %s, %s) | ||
| """, | ||
| (field_id, year, dates[0], dates[1], dates[2], dates[3]), | ||
| ) | ||
| inserts += 1 | ||
| if inserts % 10_000 == 0: | ||
| cursor.close() | ||
| conn.commit() | ||
| cursor = conn.cursor() | ||
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| cursor.close() | ||
| conn.commit() | ||
| conn.close() | ||
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| if __name__ == "__main__": | ||
| main() |
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