Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
76 changes: 37 additions & 39 deletions examples/test_japan_fetcher.py
Original file line number Diff line number Diff line change
@@ -1,43 +1,41 @@
import logging
import argparse

import matplotlib.pyplot as plt

from rivretrieve import JapanFetcher, constants

logging.basicConfig(level=logging.INFO)

gauge_ids = [
"301011281104010",
]
variable = constants.DISCHARGE_DAILY_MEAN
start_date = "2019-01-01"
end_date = "2019-12-31" # Fetching a few months to test

plt.figure(figsize=(12, 6))

fetcher = JapanFetcher()
for gauge_id in gauge_ids:
print(f"Fetching data for {gauge_id} from {start_date} to {end_date}...")
data = fetcher.get_data(gauge_id=gauge_id, variable=variable, start_date=start_date, end_date=end_date)
if not data.empty:
print(f"Data for {gauge_id}:")
print(data.head())
print(f"Time series from {data.index.min()} to {data.index.max()}")
plt.plot(
data.index,
data[constants.DISCHARGE_DAILY_MEAN],
label=gauge_id,
marker="o",
)
from rivretrieve import constants
from rivretrieve.japan import JapanFetcher


def main():
parser = argparse.ArgumentParser(description="Test JapanFetcher")
parser.add_argument("--gauge_id", type=str, default="301011281104010", help="Gauge ID to test")
parser.add_argument("--variable", type=str, default=constants.DISCHARGE_DAILY_MEAN, help="Variable to fetch")
parser.add_argument("--start_date", type=str, default="2004-01-01", help="Start date YYYY-MM-DD")
parser.add_argument("--end_date", type=str, default="2004-12-31", help="End date YYYY-MM-DD")
args = parser.parse_args()

fetcher = JapanFetcher()
print(f"Fetching data for {args.gauge_id} from {args.start_date} to {args.end_date} for {args.variable}...")

df = fetcher.get_data(
gauge_id=args.gauge_id, variable=args.variable, start_date=args.start_date, end_date=args.end_date
)

if not df.empty:
print(f"Data for {args.gauge_id}:")
print(df.head())
print(f"Time series from {df.index.min()} to {df.index.max()}")
df.plot(y=args.variable)
plt.title(f"{args.gauge_id} - {args.variable}")
plt.xlabel("Time")
plt.ylabel(args.variable)
plt.legend()
plot_filename = f"japan_{args.variable}_plot.png"
plt.savefig(plot_filename)
print(f"Plot saved to {plot_filename}")
else:
print(f"No data found for {gauge_id}")

plt.xlabel(constants.TIME_INDEX)
plt.ylabel(f"{constants.DISCHARGE_DAILY_MEAN} (m3/s)")
plt.title("Japan River Discharge - Full Time Series")
plt.legend()
plt.grid(True)
plt.tight_layout()
plot_path = "japan_discharge_plot.png"
plt.savefig(plot_path)
print(f"Plot saved to {plot_path}")
print(f"No data found for {args.gauge_id}")


if __name__ == "__main__":
main()
Loading