124 lines
4.6 KiB
Python
124 lines
4.6 KiB
Python
from copy import deepcopy
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from water.services import (
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get_farm_weather_card_data,
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get_water_need_prediction_data,
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get_water_stress_index_data,
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)
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from crop_health.services import get_crop_health_summary_data
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from economic_overview.services import get_economic_overview_data
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from farm_alerts.services import (
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get_alert_timeline_data,
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get_alert_tracker_data,
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get_recommendations_list_data,
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)
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from fertilization_recommendation.services import get_fertilization_dashboard_recommendation
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from irrigation_recommendation.services import get_irrigation_dashboard_recommendation
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from pest_detection.services import get_risk_summary_data
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from sensor_7_in_1.services import (
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get_sensor_7_in_1_summary_data,
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)
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from yield_harvest.services import get_yield_harvest_summary_data
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from .mock_data import ALL_CARDS
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def _update_kpi(card_lookup, card_data):
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if not card_data:
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return
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card_id = card_data.get("id")
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if not card_id or card_id not in card_lookup:
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return
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details = card_data.get("details")
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clean_data = {key: value for key, value in card_data.items() if key != "details"}
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card_lookup[card_id].update(clean_data)
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if details is not None:
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card_lookup[card_id]["details"] = details
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def _build_overview_kpis(base_cards, crop_health_summary, water_stress_index, avg_soil_moisture, risk_summary, yield_summary):
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kpis = [crop_health_summary["farmHealthScore"], water_stress_index, avg_soil_moisture, *deepcopy(base_cards["kpis"])]
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card_lookup = {item["id"]: item for item in kpis}
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_update_kpi(card_lookup, water_stress_index)
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_update_kpi(card_lookup, avg_soil_moisture)
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_update_kpi(card_lookup, risk_summary.get("disease_risk", {}))
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_update_kpi(card_lookup, risk_summary.get("pest_risk", {}))
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_update_kpi(card_lookup, yield_summary.get("yield_prediction_card", {}))
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return {"kpis": kpis}
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def _build_recommendations_list(farm, fallback_data, harvest_card):
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recommendations = []
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recommendations.extend(get_recommendations_list_data(farm).get("recommendations", []))
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recommendations.append(get_irrigation_dashboard_recommendation(farm))
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recommendations.append(get_fertilization_dashboard_recommendation(farm))
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if harvest_card:
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recommendations.append(
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{
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"title": f"بازه برداشت: {harvest_card.get('optimalWindowStart', '')} تا {harvest_card.get('optimalWindowEnd', '')}",
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"subtitle": harvest_card.get("description", ""),
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"avatarIcon": "tabler-calendar-event",
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"avatarColor": "info",
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}
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)
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deduped = []
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seen_titles = set()
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for item in recommendations:
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title = item.get("title")
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if not title or title in seen_titles:
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continue
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seen_titles.add(title)
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deduped.append(item)
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if deduped:
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return {"recommendations": deduped[:4]}
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return deepcopy(fallback_data)
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def get_farm_dashboard_cards(farm):
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cards = deepcopy(ALL_CARDS)
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weather_card = get_farm_weather_card_data(farm)
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crop_health_summary = get_crop_health_summary_data(farm)
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risk_summary = get_risk_summary_data(farm)
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yield_summary = get_yield_harvest_summary_data(farm)
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water_stress_index = get_water_stress_index_data(farm)
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sensor_summary = get_sensor_7_in_1_summary_data(farm)
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avg_soil_moisture = sensor_summary["avgSoilMoisture"]
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cards["farmWeatherCard"] = weather_card
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cards["farmAlertsTracker"] = get_alert_tracker_data(farm)
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cards["farmAlertsTimeline"] = get_alert_timeline_data(farm)
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cards["sensorValuesList"] = sensor_summary["sensorValuesList"]
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cards["anomalyDetectionCard"] = sensor_summary["anomalyDetectionCard"]
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cards["waterNeedPrediction"] = get_water_need_prediction_data(farm)
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cards["harvestPredictionCard"] = yield_summary["harvest_prediction_card"]
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cards["yieldPredictionChart"] = yield_summary["yield_prediction_chart"]
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cards["sensorRadarChart"] = sensor_summary["sensorRadarChart"]
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cards["sensorComparisonChart"] = sensor_summary["sensorComparisonChart"]
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cards["soilMoistureHeatmap"] = sensor_summary["soilMoistureHeatmap"]
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cards["ndviHealthCard"] = crop_health_summary["ndviHealthCard"]
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cards["economicOverview"] = get_economic_overview_data(farm)
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cards["farmOverviewKpis"] = _build_overview_kpis(
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cards["farmOverviewKpis"],
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crop_health_summary,
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water_stress_index,
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avg_soil_moisture,
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risk_summary,
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yield_summary,
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)
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cards["recommendationsList"] = _build_recommendations_list(
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farm,
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cards["recommendationsList"],
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yield_summary.get("harvest_prediction_card", {}),
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)
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return cards
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