feat: 增加新的财务指标采集模式
This commit is contained in:
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package com.lanyuanxiaoyao.leopard.core.entity;
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import com.lanyuanxiaoyao.leopard.core.Constants;
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import com.lanyuanxiaoyao.service.template.entity.SimpleEntity;
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import jakarta.persistence.Entity;
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import jakarta.persistence.EntityListeners;
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import jakarta.persistence.ManyToOne;
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import jakarta.persistence.Table;
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import lombok.Getter;
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import lombok.Setter;
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import lombok.ToString;
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import lombok.experimental.FieldNameConstants;
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import org.hibernate.annotations.Comment;
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import org.hibernate.annotations.DynamicInsert;
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import org.hibernate.annotations.DynamicUpdate;
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import org.springframework.data.jpa.domain.support.AuditingEntityListener;
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@Setter
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@Getter
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@ToString(callSuper = true)
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@FieldNameConstants
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@Entity
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@DynamicUpdate
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@DynamicInsert
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@EntityListeners(AuditingEntityListener.class)
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@Table(name = Constants.DATABASE_PREFIX + "finance_indicator")
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public class FinanceIndicator extends SimpleEntity {
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@ManyToOne
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private Stock stock;
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@Comment("年报年度")
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private Integer year;
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@Comment("总股本")
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private Double totalShareCapital;
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@Comment("资本公积金")
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private Double capitalSurplus;
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@Comment("盈余公积金")
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private Double surplusReserve;
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@Comment("未分配利润")
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private Double undistributedProfit;
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@Comment("现金及现金等价物")
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private Double cashAndCashEquivalents;
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@Comment("现金及现金等价物占总资产比率")
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private Double cashAndCashEquivalentsToTotalAssetsRatio;
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@Comment("应收账款")
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private Double accountsReceivable;
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@Comment("应收账款占总资产比率")
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private Double accountsReceivableToTotalAssetsRatio;
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@Comment("应付账款")
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private Double accountsPayable;
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@Comment("应付账款占总资产比率")
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private Double accountsPayableToTotalAssetsRatio;
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@Comment("存货")
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private Double inventory;
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@Comment("存货占总资产比率")
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private Double inventoryToTotalAssetsRatio;
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@Comment("商誉")
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private Double goodwill;
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@Comment("商誉占总资产比率")
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private Double goodwillToTotalAssetsRatio;
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@Comment("流动资产")
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private Double currentAssets;
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@Comment("流动资产占总资产比率")
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private Double currentAssetsToTotalAssetsRatio;
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@Comment("固定资产")
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private Double fixedAssets;
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@Comment("固定资产占总资产比率")
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private Double fixedAssetsToTotalAssetsRatio;
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@Comment("流动负债")
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private Double currentLiabilities;
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@Comment("流动负债占总资产比率")
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private Double currentLiabilitiesToTotalAssetsRatio;
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@Comment("流动负债占总负债比率")
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private Double currentLiabilitiesToTotalLiabilitiesRatio;
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@Comment("长期负债")
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private Double longTermLiabilities;
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@Comment("长期负债占总资产比率")
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private Double longTermLiabilitiesToTotalAssetsRatio;
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@Comment("长期负债占总负债比率")
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private Double longTermLiabilitiesToTotalLiabilitiesRatio;
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@Comment("总负债")
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private Double totalLiabilities;
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@Comment("负债占总资产比率")
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private Double liabilitiesToTotalAssetsRatio;
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@Comment("股东权益")
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private Double shareholdersEquity;
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@Comment("股东权益占总资产比率")
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private Double shareholdersEquityToTotalAssetsRatio;
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@Comment("总资产")
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private Double totalAssets;
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@Comment("营业收入")
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private Double operatingRevenue;
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@Comment("营业成本")
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private Double operatingCost;
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@Comment("营业利润")
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private Double operatingProfit;
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@Comment("营业支出")
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private Double operatingExpenses;
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@Comment("净利润")
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private Double netProfit;
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@Comment("经营活动现金流净额")
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private Double netCashFlowFromOperatingActivities;
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@Comment("营业活动现金流量")
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private Double cashFlowFromOperatingActivities;
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@Comment("投资活动现金流量")
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private Double cashFlowFromInvestingActivities;
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@Comment("筹资活动现金流量")
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private Double cashFlowFromFinancingActivities;
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@Comment("流动比率")
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private Double currentRatio;
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@Comment("速动比率")
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private Double quickRatio;
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@Comment("长期资金占固定资产比率")
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private Double longTermFundsToFixedAssetsRatio;
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@Comment("应收账款周转率")
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private Double accountsReceivableTurnover;
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@Comment("应收账款周转天数（平均收现天数）")
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private Double daysAccountsReceivableTurnover;
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@Comment("存货周转率")
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private Double inventoryTurnover;
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@Comment("存货周转天数（平均销货天数）")
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private Double daysInventoryTurnover;
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@Comment("固定资产周转率")
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private Double fixedAssetsTurnover;
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@Comment("固定资产周转天数")
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private Double daysFixedAssetsTurnover;
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@Comment("总资产周转率")
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private Double totalAssetsTurnover;
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@Comment("总资产周转天数")
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private Double daysTotalAssetsTurnover;
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@Comment("ROE")
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private Double returnOnEquity;
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@Comment("ROA")
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private Double returnOnAssets;
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@Comment("营业毛利率")
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private Double operatingGrossProfitMargin;
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@Comment("营业利益率")
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private Double operatingProfitMargin;
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@Comment("经营安全边际率")
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private Double operatingSafetyMarginRatio;
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@Comment("净利率")
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private Double netProfitMargin;
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@Comment("每股盈余")
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private Double earningsPerShare;
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@Comment("现金流量比率")
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private Double cashFlowRatio;
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@Comment("现金流量允当比率")
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private Double cashFlowAdequacyRatio;
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@Comment("现金再投资比率")
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private Double cashReinvestmentRatio;
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}
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@@ -73,6 +73,10 @@ public class Stock extends SimpleEntity {
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@ToString.Exclude
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private Set<CashFlow> cashFlows;
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@OneToMany(mappedBy = "stock", cascade = CascadeType.REMOVE)
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@ToString.Exclude
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private Set<FinanceIndicator> indicators;
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@Getter
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@AllArgsConstructor
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public enum Market implements SimpleEnum {
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@@ -0,0 +1,9 @@
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package com.lanyuanxiaoyao.leopard.core.repository;
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import com.lanyuanxiaoyao.leopard.core.entity.FinanceIndicator;
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import com.lanyuanxiaoyao.service.template.repository.SimpleRepository;
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import org.springframework.stereotype.Repository;
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@Repository
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public interface FinanceIndicatorRepository extends SimpleRepository<FinanceIndicator> {
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}
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@@ -30,4 +30,25 @@ public class NumberHelper {
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var result = parseDouble(value);
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return ObjectUtil.isNull(result) ? null : ifSuccess.apply(result);
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}
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public static Double safePlus(Double a, Double b) {
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if (ObjectUtil.isNull(a) || ObjectUtil.isNull(b)) {
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return null;
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}
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return a + b;
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}
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public static Double safeMinus(Double a, Double b) {
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if (ObjectUtil.isNull(a) || ObjectUtil.isNull(b)) {
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return null;
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}
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return a - b;
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}
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public static Double safeDiv(Double a, Double b) {
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if (ObjectUtil.isNull(a) || ObjectUtil.isNull(b) || b == 0) {
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return null;
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}
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return NumberUtil.div(a, b, 4);
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}
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}
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@@ -3,9 +3,11 @@ package com.lanyuanxiaoyao.leopard.server.service;
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import cn.hutool.core.util.StrUtil;
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import cn.hutool.http.HttpUtil;
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import com.fasterxml.jackson.annotation.JsonProperty;
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import com.fasterxml.jackson.core.JsonProcessingException;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import java.time.LocalDate;
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import java.time.format.DateTimeFormatter;
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import java.util.ArrayList;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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@@ -224,6 +226,24 @@ public class TuShareService {
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return tuShareResponse;
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}
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public List<Map<String, String>> request(String api, Map<String, Object> params, List<String> fields) throws JsonProcessingException {
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var response = HttpUtil.post(API_URL, buildRequest(api, params, fields));
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var tuShareResponse = mapper.readValue(response, TuShareResponse.class);
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if (tuShareResponse.code != 0) {
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throw new RuntimeException(tuShareResponse.message);
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}
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var data = tuShareResponse.data;
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var result = new ArrayList<Map<String, String>>();
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for (var item : data.items) {
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var map = new HashMap<String, String>();
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for (int i = 0; i < data.fields.size(); i++) {
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map.put(data.fields.get(i), item.get(i));
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}
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result.add(map);
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}
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return result;
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}
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public record TuShareResponse(
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Integer code,
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@JsonProperty("msg")
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@@ -0,0 +1,174 @@
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package com.lanyuanxiaoyao.leopard.server.service.task;
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import com.lanyuanxiaoyao.leopard.core.entity.FinanceIndicator;
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import com.lanyuanxiaoyao.leopard.core.entity.Stock;
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import com.lanyuanxiaoyao.leopard.core.repository.FinanceIndicatorRepository;
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import com.lanyuanxiaoyao.leopard.core.repository.StockRepository;
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import com.lanyuanxiaoyao.leopard.server.helper.NumberHelper;
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import com.lanyuanxiaoyao.leopard.server.service.TaskService;
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import com.lanyuanxiaoyao.leopard.server.service.TuShareService;
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import com.yomahub.liteflow.annotation.LiteflowComponent;
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import java.time.LocalDate;
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import java.util.List;
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import java.util.Map;
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import java.util.stream.Collectors;
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import lombok.extern.slf4j.Slf4j;
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@Slf4j
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@LiteflowComponent("update_finance_indicators")
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public class UpdateFinanceIndicatorNode extends TaskNodeComponent {
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private final FinanceIndicatorRepository financeIndicatorRepository;
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private final StockRepository stockRepository;
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private final TuShareService tuShareService;
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protected UpdateFinanceIndicatorNode(TaskService taskService, FinanceIndicatorRepository financeIndicatorRepository, StockRepository stockRepository, TuShareService tuShareService) {
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super(taskService);
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this.financeIndicatorRepository = financeIndicatorRepository;
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this.stockRepository = stockRepository;
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this.tuShareService = tuShareService;
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}
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@Override
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public void process() throws Exception {
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var stocks = stockRepository.findAll();
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var currentYear = LocalDate.now().getYear();
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for (int year = 1990; year < currentYear; year++) {
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var balances = tuShareService.request(
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"balancesheet_vip",
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Map.of("period", LocalDate.of(year, 12, 31).format(TuShareService.TRADE_FORMAT)),
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List.of(
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"ts_code",
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"total_share",
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"cap_rese",
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"surplus_rese",
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"undistr_porfit",
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"cash_reser_cb",
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"accounts_receiv_bill",
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"accounts_pay",
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"inventories",
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"goodwill",
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"total_cur_assets",
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"total_nca",
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"total_cur_liab",
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"total_ncl",
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"total_liab",
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"total_hldr_eqy_inc_min_int",
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"total_assets"
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)
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);
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var balancesMap = balances.stream().collect(Collectors.toMap(balance -> balance.get("ts_code"), balance -> balance));
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var incomes = tuShareService.request(
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"income_vip",
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Map.of("period", LocalDate.of(year, 12, 31).format(TuShareService.TRADE_FORMAT)),
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List.of(
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"ts_code",
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"total_revenue",
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"total_cogs",
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"operate_profit",
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"oper_exp",
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"n_income"
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)
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);
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var incomesMap = incomes.stream().collect(Collectors.toMap(income -> income.get("ts_code"), income -> income));
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var cashFlows = tuShareService.request(
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"cashflow_vip",
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Map.of("period", LocalDate.of(year, 12, 31).format(TuShareService.TRADE_FORMAT)),
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List.of(
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"n_cashflow_act",
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"n_cashflow_inv_act",
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"n_cash_flows_fnc_act"
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)
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);
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var cashFlowsMap = cashFlows.stream().collect(Collectors.toMap(cashFlow -> cashFlow.get("ts_code"), cashFlow -> cashFlow));
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var finaIndicators = tuShareService.request(
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"fina_indicator_vip",
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Map.of("period", LocalDate.of(year, 12, 31).format(TuShareService.TRADE_FORMAT)),
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List.of(
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"ca_to_assets",
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"nca_to_assets",
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"currentdebt_to_debt",
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"longdeb_to_debt",
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"current_ratio",
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"quick_ratio",
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"ar_turn",
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"arturn_days",
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"inv_turn",
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"invturn_days",
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"fa_turn",
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"assets_turn",
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"roe_dt",
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"roa",
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"roa_dp",
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"total_revenue_ps"
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)
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);
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var finaIndicatorsMap = finaIndicators.stream().collect(Collectors.toMap(finaIndicator -> finaIndicator.get("ts_code"), finaIndicator -> finaIndicator));
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for (Stock stock : stocks) {
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var balance = balancesMap.get(stock.getCode());
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var income = incomesMap.get(stock.getCode());
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var cashFlow = cashFlowsMap.get(stock.getCode());
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var finaIndicator = finaIndicatorsMap.get(stock.getCode());
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var indicator = new FinanceIndicator();
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indicator.setStock(stock);
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indicator.setYear(year);
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indicator.setTotalAssets(NumberHelper.parseDouble(balance.get("total_assets")));
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indicator.setTotalShareCapital(NumberHelper.parseDouble(balance.get("total_share")));
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indicator.setCapitalSurplus(NumberHelper.parseDouble(balance.get("cap_rese")));
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indicator.setSurplusReserve(NumberHelper.parseDouble(balance.get("surplus_rese")));
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indicator.setUndistributedProfit(NumberHelper.parseDouble(balance.get("undistr_porfit")));
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indicator.setCashAndCashEquivalents(NumberHelper.parseDouble(balance.get("cash_reser_cb")));
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indicator.setCashAndCashEquivalentsToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getCashAndCashEquivalents(), indicator.getTotalAssets()));
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indicator.setAccountsReceivable(NumberHelper.parseDouble(balance.get("accounts_receiv_bill")));
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indicator.setAccountsReceivableToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getAccountsReceivable(), indicator.getTotalAssets()));
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indicator.setAccountsPayable(NumberHelper.parseDouble(balance.get("accounts_pay")));
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indicator.setAccountsPayableToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getAccountsPayable(), indicator.getTotalAssets()));
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indicator.setInventory(NumberHelper.parseDouble(balance.get("inventories")));
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indicator.setInventoryToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getInventory(), indicator.getTotalAssets()));
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indicator.setGoodwill(NumberHelper.parseDouble(balance.get("goodwill")));
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indicator.setGoodwillToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getGoodwill(), indicator.getTotalAssets()));
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indicator.setCurrentAssets(NumberHelper.parseDouble(balance.get("total_cur_assets")));
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indicator.setCurrentAssetsToTotalAssetsRatio(NumberHelper.parseDouble(finaIndicator.get("ca_to_assets")));
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indicator.setFixedAssets(NumberHelper.parseDouble(balance.get("total_nca")));
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indicator.setFixedAssetsToTotalAssetsRatio(NumberHelper.parseDouble(finaIndicator.get("nca_to_assets")));
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indicator.setTotalLiabilities(NumberHelper.parseDouble(balance.get("total_liab")));
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indicator.setCurrentLiabilities(NumberHelper.parseDouble(balance.get("total_cur_liab")));
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indicator.setCurrentLiabilitiesToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getCurrentLiabilities(), indicator.getTotalAssets()));
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indicator.setCurrentLiabilitiesToTotalLiabilitiesRatio(NumberHelper.parseDouble(finaIndicator.get("currentdebt_to_debt")));
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indicator.setLongTermLiabilities(NumberHelper.parseDouble(balance.get("total_ncl")));
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indicator.setLongTermLiabilitiesToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getLongTermLiabilities(), indicator.getTotalAssets()));
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indicator.setLongTermLiabilitiesToTotalLiabilitiesRatio(NumberHelper.parseDouble(finaIndicator.get("longdeb_to_debt")));
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indicator.setLiabilitiesToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getTotalLiabilities(), indicator.getTotalAssets()));
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indicator.setShareholdersEquity(NumberHelper.parseDouble(balance.get("total_hldr_eqy_inc_min_int")));
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indicator.setShareholdersEquityToTotalAssetsRatio(NumberHelper.safeDiv(indicator.getShareholdersEquity(), indicator.getTotalAssets()));
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indicator.setOperatingRevenue(NumberHelper.parseDouble(income.get("total_revenue")));
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indicator.setOperatingCost(NumberHelper.parseDouble(income.get("total_cogs")));
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indicator.setOperatingProfit(NumberHelper.parseDouble(income.get("operate_profit")));
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indicator.setOperatingExpenses(NumberHelper.parseDouble(income.get("oper_exp")));
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indicator.setNetProfit(NumberHelper.parseDouble(income.get("n_income")));
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indicator.setCashFlowFromOperatingActivities(NumberHelper.parseDouble(cashFlow.get("n_cashflow_act")));
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indicator.setCashFlowFromInvestingActivities(NumberHelper.parseDouble(cashFlow.get("n_cashflow_inv_act")));
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indicator.setCashFlowFromFinancingActivities(NumberHelper.parseDouble(cashFlow.get("n_cash_flows_fnc_act")));
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indicator.setCurrentRatio(NumberHelper.parseDouble(finaIndicator.get("current_ratio")));
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indicator.setQuickRatio(NumberHelper.parseDouble(finaIndicator.get("quick_ratio")));
|
||||
indicator.setAccountsReceivableTurnover(NumberHelper.parseDouble(finaIndicator.get("ar_turn")));
|
||||
indicator.setDaysAccountsReceivableTurnover(NumberHelper.parseDouble(finaIndicator.get("arturn_days")));
|
||||
indicator.setInventoryTurnover(NumberHelper.parseDouble(finaIndicator.get("inv_turn")));
|
||||
indicator.setDaysInventoryTurnover(NumberHelper.parseDouble(finaIndicator.get("invturn_days")));
|
||||
indicator.setFixedAssetsTurnover(NumberHelper.parseDouble(finaIndicator.get("fa_turn")));
|
||||
indicator.setDaysFixedAssetsTurnover(NumberHelper.safeDiv(360.0, indicator.getFixedAssetsTurnover()));
|
||||
indicator.setTotalAssetsTurnover(NumberHelper.parseDouble(finaIndicator.get("assets_turn")));
|
||||
indicator.setDaysTotalAssetsTurnover(NumberHelper.safeDiv(360.0, indicator.getTotalAssetsTurnover()));
|
||||
indicator.setReturnOnEquity(NumberHelper.parseDouble(finaIndicator.get("roe_dt")));
|
||||
indicator.setReturnOnAssets(NumberHelper.parseDouble(finaIndicator.get("roa")));
|
||||
indicator.setOperatingGrossProfitMargin(NumberHelper.safeDiv(NumberHelper.safeMinus(indicator.getOperatingRevenue(), indicator.getOperatingCost()), indicator.getOperatingRevenue()));
|
||||
indicator.setOperatingProfitMargin(NumberHelper.safeDiv(indicator.getOperatingProfit(), indicator.getOperatingRevenue()));
|
||||
indicator.setOperatingSafetyMarginRatio(NumberHelper.safeDiv(indicator.getOperatingProfitMargin(), indicator.getOperatingGrossProfitMargin()));
|
||||
indicator.setNetProfitMargin(NumberHelper.parseDouble(finaIndicator.get("roa_dp")));
|
||||
indicator.setEarningsPerShare(NumberHelper.parseDouble(finaIndicator.get("total_revenue_ps")));
|
||||
financeIndicatorRepository.save(indicator);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -197,10 +197,8 @@ Content-Type: application/json
|
||||
"period": "20191231"
|
||||
},
|
||||
"fields": [
|
||||
"accounts_receiv",
|
||||
"accounts_receiv_bill",
|
||||
"oth_rcv_total",
|
||||
"acc_receivable"
|
||||
"total_liab_hldr_eqy",
|
||||
"total_assets"
|
||||
]
|
||||
}
|
||||
|
||||
@@ -212,13 +210,15 @@ Content-Type: application/json
|
||||
"api_name": "fina_indicator",
|
||||
"token": "{{api_key}}",
|
||||
"params": {
|
||||
"ts_code": "000002.SZ",
|
||||
"period": "20231231"
|
||||
"ts_code": "600132.SH",
|
||||
"period": "20191231"
|
||||
},
|
||||
"fields": [
|
||||
"ann_date",
|
||||
"ocf_to_shortdebt",
|
||||
"currentdebt_to_debt"
|
||||
"current_ratio",
|
||||
"quick_ratio",
|
||||
"invturn_days",
|
||||
"arturn_days",
|
||||
"ar_turn"
|
||||
]
|
||||
}
|
||||
|
||||
|
||||
@@ -44,7 +44,7 @@ public class StrategyApplication {
|
||||
@Transactional(rollbackOn = Throwable.class)
|
||||
@EventListener(ApplicationReadyEvent.class)
|
||||
public void test() {
|
||||
var code = "000799.SZ";
|
||||
var code = "600132.SH";
|
||||
for (int year = 2019; year <= 2019; year++) {
|
||||
var balance = balanceSheetRepository.findOne(
|
||||
QBalanceSheet.balanceSheet.stock.code.eq(code)
|
||||
@@ -70,7 +70,10 @@ public class StrategyApplication {
|
||||
safeDiv(safeMinus(balance.getTotalCurrentAssets(), balance.getInventories()), balance.getTotalCurrentLiabilities()),
|
||||
safeDiv(income.getOperatingRevenue(), balance.getNotesAndAccountsReceivable()),
|
||||
safeDiv(360.0, safeDiv(income.getOperatingRevenue(), balance.getNotesAndAccountsReceivable())),
|
||||
safeDiv(income.getTotalOperatingCost(), balance.getInventories())
|
||||
safeDiv(income.getTotalOperatingCost(), balance.getInventories()),
|
||||
safeDiv(360.0, safeDiv(income.getTotalOperatingCost(), balance.getInventories())),
|
||||
safeDiv(income.getOperatingRevenue(), balance.getTotalAssets()),
|
||||
safeDiv(income.getNetProfitIncludingMinorityInterest(), balance.getTotalShareholdersEquityExcludingMinorityInterest())
|
||||
);
|
||||
}
|
||||
|
||||
@@ -102,7 +105,10 @@ public class StrategyApplication {
|
||||
Double quickRatio,
|
||||
Double accountsReceivableTurnoverRate,
|
||||
Double averageCashCollectionDays,
|
||||
Double inventoryTurnoverRate
|
||||
Double inventoryTurnoverRate,
|
||||
Double averageSalesDays,
|
||||
Double totalAssetTurnover,
|
||||
Double roe
|
||||
) {
|
||||
@Override
|
||||
public String toString() {
|
||||
@@ -113,6 +119,9 @@ public class StrategyApplication {
|
||||
", 应收账款周转率=" + accountsReceivableTurnoverRate +
|
||||
", 平均现金回收天数=" + averageCashCollectionDays +
|
||||
", 库存周转率=" + inventoryTurnoverRate +
|
||||
", 平均销货天数=" + averageSalesDays +
|
||||
", 总资产周转率=" + totalAssetTurnover +
|
||||
", 股东权益报酬率(ROE)=" + roe +
|
||||
';';
|
||||
}
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user