Location params on best_local_bid / latest_prices (zip / GPS + radius)
Thread zip/lat/lng/radius_miles through the client and both tools; friendly guard for the zip-XOR-gps rule. Formatters surface distance, the searched center, and the nearest-source hint when nothing is in range. - client: best()/latest() take zip/lat/lng/radius_miles - server: location params + docstrings (note Ohio-concentrated coverage) - format: distance column + center/nearest rendering - README + CHANGELOG + advisor prompt library updated - tests: location formatting cases Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -54,9 +54,12 @@ def _get(path: str, **params: Any) -> dict | list:
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def latest(commodity: str | None = None, source: str | None = None,
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delivery: str | None = None, kind: str | None = None) -> dict:
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delivery: str | None = None, kind: str | None = None,
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zip: str | None = None, lat: float | None = None,
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lng: float | None = None, radius_miles: float | None = None) -> dict:
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return _get("/api/data/latest",
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commodity=commodity, source=source, delivery=delivery, kind=kind)
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commodity=commodity, source=source, delivery=delivery, kind=kind,
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zip=zip, lat=lat, lng=lng, radius_miles=radius_miles)
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def history(commodity: str | None = None, source_id: int | None = None,
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@@ -66,8 +69,10 @@ def history(commodity: str | None = None, source_id: int | None = None,
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delivery=delivery, days=days)
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def best(commodity: str) -> dict:
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return _get("/api/data/best", commodity=commodity)
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def best(commodity: str, zip: str | None = None, lat: float | None = None,
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lng: float | None = None, radius_miles: float | None = None) -> dict:
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return _get("/api/data/best", commodity=commodity,
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zip=zip, lat=lat, lng=lng, radius_miles=radius_miles)
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def price_trend(commodity: str, geo: str = "US", years: int = 10) -> dict:
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+62
-16
@@ -73,21 +73,56 @@ def _first_last(points: list[dict], field: str):
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# ---------- best_local_bid ----------
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def _loc_suffix(d: dict) -> str:
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"""' (City, ST)' when a row/result carries city/state, else ''."""
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city, state = d.get("city"), d.get("state")
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if city and state:
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return f" ({city}, {state})"
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return f" ({state})" if state else ""
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def _mi(d) -> str:
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return "—" if d is None else f"{d:.1f} mi"
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def _where(center: dict) -> str:
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"""Human label for a resolved center point."""
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if center.get("source") == "zip":
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return f"ZIP {center.get('zip')}"
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near = f" (near {center.get('zip')})" if center.get("zip") else ""
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return f"{center['lat']:.4f}, {center['lng']:.4f}{near}"
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def fmt_best(commodity: str, payload: dict) -> str:
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best = payload.get("best")
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today = payload.get("today")
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center = payload.get("center")
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radius = payload.get("radius_miles")
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scope = f" within {radius:.0f} mi of {_where(center)}" if center else ""
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head = f"### Best place to sell {commodity} today ({today})\n\n"
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if not best:
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return (
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f"### Best place to sell {commodity} today ({today})\n\n"
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f"No current-month {commodity} bids posted across the tracked sources.\n"
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)
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return (
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f"### Best place to sell {commodity} today ({today})\n\n"
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f"**{best['source_name']}** — delivery **{best['delivery']}** — "
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f"bid **{_bu(best['bid_cents'])}/bu** (basis {_basis(best.get('basis_cents'))}, "
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f"futures {best.get('futures_contract') or '—'})\n\n"
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f"_Fetched {best.get('fetched_at') or '?'}_\n"
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if center:
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out = head + f"No current-month {commodity} bids{scope}.\n"
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near = payload.get("nearest")
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if near:
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out += (f"\nNearest tracked elevator: **{near['source_name']}**"
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f"{_loc_suffix(near)} — about **{_mi(near.get('distance_miles'))}** "
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f"away, outside the {radius:.0f} mi radius.\n")
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return out
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return head + f"No current-month {commodity} bids posted across the tracked sources.\n"
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dist = best.get("distance_miles")
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dist_txt = f" — **{_mi(dist)}** away" if dist is not None else ""
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out = (
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head
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+ f"**{best['source_name']}**{_loc_suffix(best)}{dist_txt} — delivery "
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f"**{best['delivery']}** — bid **{_bu(best['bid_cents'])}/bu** "
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f"(basis {_basis(best.get('basis_cents'))}, "
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f"futures {best.get('futures_contract') or '—'})\n"
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)
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if center:
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out += f"\n_Searched{scope}._\n"
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out += f"\n_Fetched {best.get('fetched_at') or '?'}_\n"
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return out
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# ---------- reference price trends (USDA NASS / EIA) ----------
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@@ -235,20 +270,31 @@ def fmt_inputs(payload: dict) -> str:
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def fmt_latest(payload: dict) -> str:
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rows = payload.get("rows") or []
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center = payload.get("center")
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radius = payload.get("radius_miles")
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if not rows:
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return "### Latest prices\n\nNo rows match those filters.\n"
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head = "### Latest prices\n\n"
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if center:
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return head + f"No sources within {radius:.0f} mi of {_where(center)}.\n"
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return head + "No rows match those filters.\n"
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title = "### Latest prices"
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if center:
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title += f" — within {radius:.0f} mi of {_where(center)}"
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dist_col = " Distance |" if center else ""
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dist_sep = " ---: |" if center else ""
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lines = [
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"### Latest prices", "",
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"| Source | Commodity | Delivery | Bid | Basis | Futures | Fetched |",
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"|---|---|---|---:|---:|---|---|",
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title, "",
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f"| Source | Commodity | Delivery | Bid | Basis | Futures |{dist_col} Fetched |",
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f"|---|---|---|---:|---:|---|{dist_sep}---|",
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]
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for r in rows:
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unit_fmt = _ton if r.get("commodity_kind") == "fertilizer" else _bu
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dist_cell = f" {_mi(r.get('distance_miles'))} |" if center else ""
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lines.append(
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f"| {r['source_name']} | {r.get('display_name') or r['commodity']} | "
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f"{r['delivery']} | {unit_fmt(r.get('bid_cents'))} | "
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f"{_basis(r.get('basis_cents'))} | {r.get('futures_contract') or '—'} | "
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f"{r.get('fetched_at') or '?'} |"
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f"{_basis(r.get('basis_cents'))} | {r.get('futures_contract') or '—'} |"
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f"{dist_cell} {r.get('fetched_at') or '?'} |"
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)
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return "\n".join(lines) + "\n"
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+57
-6
@@ -48,19 +48,50 @@ VALID_INPUT = {"lime", "map", "potash"}
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# ============================================================================
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def _location_error(zip: str | None, lat: float | None, lng: float | None) -> str | None:
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"""Friendly guard for the (zip XOR gps) rule before hitting the API."""
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if zip and (lat is not None or lng is not None):
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return "Pass either `zip` or `lat`+`lng`, not both."
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if (lat is None) != (lng is None):
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return "GPS needs both `lat` and `lng`."
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return None
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@mcp.tool()
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def best_local_bid(
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commodity: Annotated[
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str, Field(description="Grain to look up: 'corn', 'soy' (soybeans), or 'wheat'.")
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],
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zip: Annotated[
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str | None,
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Field(description="Your 5-digit ZIP — limits the search to nearby elevators."),
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] = None,
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lat: Annotated[
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float | None, Field(description="Your latitude (use with `lng` instead of a ZIP).")
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] = None,
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lng: Annotated[float | None, Field(description="Your longitude (use with `lat`).")] = None,
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radius_miles: Annotated[
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float | None,
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Field(description="Search radius in miles around the location (default 50). "
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"Ignored unless a ZIP or lat/lng is given."),
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] = None,
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) -> str:
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"""Return the highest local bid for *this calendar month's* delivery for
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the given grain. This is the "where should I haul today" answer."""
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the given grain — the "where should I haul today" answer.
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Pass a `zip` (or `lat`+`lng`) with optional `radius_miles` to restrict to
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elevators near the farmer; results then show the distance to each. Without a
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location it considers every scraped elevator. If nothing is in range, it
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reports the nearest source and its distance (a coverage gap, not an error).
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Note: cash-bid coverage is currently concentrated in Ohio."""
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commodity = commodity.strip().lower()
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with track("best_local_bid", commodity=commodity):
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with track("best_local_bid", commodity=commodity, zip=zip or "", radius=radius_miles or 0):
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if commodity not in VALID_GRAIN:
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return f"`commodity` must be one of: {sorted(VALID_GRAIN)}"
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payload = client.best(commodity)
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err = _location_error(zip, lat, lng)
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if err:
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return err
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payload = client.best(commodity, zip=zip, lat=lat, lng=lng, radius_miles=radius_miles)
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return fmt.fmt_best(commodity, payload)
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@@ -132,14 +163,34 @@ def latest_prices(
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str | None,
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Field(description="Filter to one commodity kind: 'grain' or 'fertilizer'. Omit for all."),
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] = None,
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zip: Annotated[
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str | None,
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Field(description="Your 5-digit ZIP — keep only nearby sources, nearest first."),
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] = None,
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lat: Annotated[
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float | None, Field(description="Your latitude (use with `lng` instead of a ZIP).")
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] = None,
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lng: Annotated[float | None, Field(description="Your longitude (use with `lat`).")] = None,
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radius_miles: Annotated[
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float | None,
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Field(description="Search radius in miles around the location (default 50). "
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"Ignored unless a ZIP or lat/lng is given."),
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] = None,
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) -> str:
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"""Snapshot of the latest scraped bid per (source, commodity, delivery).
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Every filter is optional and AND'd together — pivot by elevator, crop,
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delivery, or kind in any combination."""
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delivery, or kind in any combination. Pass a `zip` (or `lat`+`lng`) with
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optional `radius_miles` to keep only elevators near the farmer, sorted
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nearest-first with the distance shown."""
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cm = commodity.strip().lower() if commodity else None
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with track("latest_prices", commodity=cm, source=source, delivery=delivery, kind=kind):
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payload = client.latest(commodity=cm, source=source, delivery=delivery, kind=kind)
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with track("latest_prices", commodity=cm, source=source, delivery=delivery, kind=kind,
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zip=zip or "", radius=radius_miles or 0):
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err = _location_error(zip, lat, lng)
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if err:
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return err
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payload = client.latest(commodity=cm, source=source, delivery=delivery, kind=kind,
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zip=zip, lat=lat, lng=lng, radius_miles=radius_miles)
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return fmt.fmt_latest(payload)
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