dataease-dm/backend/src/main/java/io/dataease/provider/mysql/MysqlQueryProvider.java

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package io.dataease.provider.mysql;
import io.dataease.base.domain.DatasetTableField;
import io.dataease.controller.request.chart.ChartExtFilterRequest;
import io.dataease.dto.chart.ChartCustomFilterDTO;
import io.dataease.dto.chart.ChartViewFieldDTO;
import io.dataease.provider.QueryProvider;
import org.apache.commons.collections4.CollectionUtils;
import org.apache.commons.lang3.StringUtils;
import org.springframework.stereotype.Service;
import java.text.MessageFormat;
import java.text.SimpleDateFormat;
import java.util.Arrays;
import java.util.Date;
import java.util.List;
/**
* @Author gin
* @Date 2021/5/17 2:43 下午
*/
@Service("mysqlQuery")
public class MysqlQueryProvider extends QueryProvider {
@Override
public Integer transFieldType(String field) {
switch (field) {
case "CHAR":
case "VARCHAR":
case "TEXT":
case "TINYTEXT":
case "MEDIUMTEXT":
case "LONGTEXT":
case "ENUM":
return 0;// 文本
case "DATE":
case "TIME":
case "YEAR":
case "DATETIME":
case "TIMESTAMP":
return 1;// 时间
case "INT":
case "SMALLINT":
case "MEDIUMINT":
case "INTEGER":
case "BIGINT":
return 2;// 整型
case "FLOAT":
case "DOUBLE":
case "DECIMAL":
return 3;// 浮点
case "BIT":
case "TINYINT":
return 4;// 布尔
default:
return 0;
}
}
@Override
public String createQueryCountSQL(String table) {
return MessageFormat.format("SELECT count(*) FROM {0}", table);
}
@Override
public String createQueryCountSQLAsTmp(String sql) {
return createQueryCountSQL(" (" + sqlFix(sql) + ") AS tmp ");
}
@Override
public String createSQLPreview(String sql, String orderBy) {
return "SELECT * FROM (" + sqlFix(sql) + ") AS tmp ORDER BY " + orderBy + " LIMIT 0,1000";
}
@Override
public String createQuerySQL(String table, List<DatasetTableField> fields) {
String[] array = fields.stream().map(f -> {
StringBuilder stringBuilder = new StringBuilder();
// 如果原始类型为时间
if (f.getDeExtractType() == 1) {
if (f.getDeType() == 2 || f.getDeType() == 3) {
stringBuilder.append("unix_timestamp(").append(f.getDataeaseName()).append(")*1000 as ").append(f.getDataeaseName());
} else {
stringBuilder.append(f.getDataeaseName());
}
} else {
if (f.getDeType() == 1) {
stringBuilder.append("FROM_UNIXTIME(cast(").append(f.getDataeaseName()).append(" as decimal(20,0))/1000,'%Y-%m-%d %H:%i:%S') as ").append(f.getDataeaseName());
} else {
stringBuilder.append(f.getDataeaseName());
}
}
return stringBuilder.toString();
}).toArray(String[]::new);
return MessageFormat.format("SELECT {0} FROM {1} ORDER BY " + (fields.size() > 0 ? fields.get(0).getDataeaseName() : "null"), StringUtils.join(array, ","), table);
}
@Override
public String createQuerySQLAsTmp(String sql, List<DatasetTableField> fields) {
return createQuerySQL(" (" + sqlFix(sql) + ") AS tmp ", fields);
}
@Override
public String createQuerySQLWithPage(String table, List<DatasetTableField> fields, Integer page, Integer pageSize, Integer realSize) {
return createQuerySQL(table, fields) + " LIMIT " + (page - 1) * pageSize + "," + realSize;
}
@Override
public String createQuerySQLAsTmpWithPage(String sql, List<DatasetTableField> fields, Integer page, Integer pageSize, Integer realSize) {
return createQuerySQLAsTmp(sql, fields) + " LIMIT " + (page - 1) * pageSize + "," + realSize;
}
@Override
public String getSQL(String table, List<ChartViewFieldDTO> xAxis, List<ChartViewFieldDTO> yAxis, List<ChartCustomFilterDTO> customFilter, List<ChartExtFilterRequest> extFilterRequestList) {
// 字段汇总 排序等
String[] field = yAxis.stream().map(y -> {
StringBuilder f = new StringBuilder();
if (StringUtils.equalsIgnoreCase(y.getDataeaseName(), "*")) {
f.append(y.getSummary()).append("(").append(y.getDataeaseName()).append(")");
} else {
if (StringUtils.equalsIgnoreCase(y.getSummary(), "avg") || StringUtils.containsIgnoreCase(y.getSummary(), "pop")) {
f.append("CAST(")
.append(y.getSummary()).append("(")
.append("CAST(").append(y.getDataeaseName()).append(" AS ").append(y.getDeType() == 2 ? "DECIMAL(20,0)" : "DECIMAL(20,2)").append(")")
.append(") AS DECIMAL(20,2)").append(")");
} else {
f.append(y.getSummary()).append("(")
.append("CAST(").append(y.getDataeaseName()).append(" AS ").append(y.getDeType() == 2 ? "DECIMAL(20,0)" : "DECIMAL(20,2)").append(")")
.append(")");
}
}
f.append(" AS _").append(y.getSummary()).append("_").append(StringUtils.equalsIgnoreCase(y.getDataeaseName(), "*") ? "" : y.getDataeaseName());
return f.toString();
}).toArray(String[]::new);
String[] groupField = xAxis.stream().map(x -> {
StringBuilder stringBuilder = new StringBuilder();
// 如果原始类型为时间
if (x.getDeExtractType() == 1) {
if (x.getDeType() == 2 || x.getDeType() == 3) {
stringBuilder.append("unix_timestamp(").append(x.getDataeaseName()).append(")*1000 as _").append(x.getDataeaseName());
} else if (x.getDeType() == 1) {
String format = transDateFormat(x.getDateStyle(), x.getDatePattern());
stringBuilder.append("DATE_FORMAT(").append(x.getDataeaseName()).append(",'").append(format).append("') as _").append(x.getDataeaseName());
} else {
stringBuilder.append(x.getDataeaseName()).append(" as _").append(x.getDataeaseName());
}
} else {
if (x.getDeType() == 1) {
String format = transDateFormat(x.getDateStyle(), x.getDatePattern());
stringBuilder.append("DATE_FORMAT(").append("FROM_UNIXTIME(cast(").append(x.getDataeaseName()).append(" as decimal(20,0))/1000,'%Y-%m-%d %H:%i:%S')").append(",'").append(format).append("') as _").append(x.getDataeaseName());
} else {
stringBuilder.append(x.getDataeaseName()).append(" as _").append(x.getDataeaseName());
}
}
return stringBuilder.toString();
}).toArray(String[]::new);
String[] group = xAxis.stream().map(x -> "_" + x.getDataeaseName()).toArray(String[]::new);
String[] xOrder = xAxis.stream().filter(f -> StringUtils.isNotEmpty(f.getSort()) && !StringUtils.equalsIgnoreCase(f.getSort(), "none"))
.map(f -> f.getDataeaseName() + " " + f.getSort()).toArray(String[]::new);
String[] yOrder = yAxis.stream().filter(f -> StringUtils.isNotEmpty(f.getSort()) && !StringUtils.equalsIgnoreCase(f.getSort(), "none"))
.map(f -> "_" + f.getSummary() + "_" + (StringUtils.equalsIgnoreCase(f.getDataeaseName(), "*") ? "" : f.getDataeaseName()) + " " + f.getSort()).toArray(String[]::new);
String[] order = Arrays.copyOf(xOrder, xOrder.length + yOrder.length);
System.arraycopy(yOrder, 0, order, xOrder.length, yOrder.length);
String[] xFilter = xAxis.stream().filter(x -> CollectionUtils.isNotEmpty(x.getFilter()) && x.getFilter().size() > 0)
.map(x -> {
String[] s = x.getFilter().stream().map(f -> {
StringBuilder filter = new StringBuilder();
if (x.getDeType() == 1 && x.getDeExtractType() != 1) {
filter.append(" AND FROM_UNIXTIME(cast(")
.append(x.getDataeaseName())
.append(" AS decimal(20,0))/1000,'%Y-%m-%d %H:%i:%S') ");
} else {
filter.append(" AND ").append(x.getDataeaseName());
}
filter.append(transMysqlFilterTerm(f.getTerm()));
if (StringUtils.containsIgnoreCase(f.getTerm(), "null")) {
} else if (StringUtils.containsIgnoreCase(f.getTerm(), "in")) {
filter.append("('").append(StringUtils.join(f.getValue(), "','")).append("')");
} else if (StringUtils.containsIgnoreCase(f.getTerm(), "like")) {
filter.append("%").append(f.getValue()).append("%");
} else {
filter.append("'").append(f.getValue()).append("'");
}
return filter.toString();
}).toArray(String[]::new);
return StringUtils.join(s, " ");
}).toArray(String[]::new);
String sql = MessageFormat.format("SELECT {0},{1} FROM {2} WHERE 1=1 {3} GROUP BY {4} ORDER BY null,{5}",
StringUtils.join(groupField, ","),
StringUtils.join(field, ","),
table,
(xFilter.length > 0 ? StringUtils.join(xFilter, " ") : "") + transCustomFilter(customFilter) + transExtFilter(extFilterRequestList),// origin field filter and panel field filter
StringUtils.join(group, ","),
StringUtils.join(order, ","));
if (sql.endsWith(",")) {
sql = sql.substring(0, sql.length() - 1);
}
// 如果是对结果字段过滤则再包裹一层sql
String[] resultFilter = yAxis.stream().filter(y -> CollectionUtils.isNotEmpty(y.getFilter()) && y.getFilter().size() > 0)
.map(y -> {
String[] s = y.getFilter().stream().map(f -> {
StringBuilder filter = new StringBuilder();
// 原始类型不是时间在de中被转成时间的字段做处理
if (y.getDeType() == 1 && y.getDeExtractType() != 1) {
filter.append(" AND FROM_UNIXTIME(cast(_")
.append(y.getSummary()).append("_").append(StringUtils.equalsIgnoreCase(y.getDataeaseName(), "*") ? "" : y.getDataeaseName())
.append(" AS decimal(20,0))/1000,'%Y-%m-%d %H:%i:%S') ");
} else {
filter.append(" AND _").append(y.getSummary()).append("_").append(StringUtils.equalsIgnoreCase(y.getDataeaseName(), "*") ? "" : y.getDataeaseName());
}
filter.append(transMysqlFilterTerm(f.getTerm()));
if (StringUtils.containsIgnoreCase(f.getTerm(), "null")) {
} else if (StringUtils.containsIgnoreCase(f.getTerm(), "in")) {
filter.append("('").append(StringUtils.join(f.getValue(), "','")).append("')");
} else if (StringUtils.containsIgnoreCase(f.getTerm(), "like")) {
filter.append("%").append(f.getValue()).append("%");
} else {
filter.append("'").append(f.getValue()).append("'");
}
return filter.toString();
}).toArray(String[]::new);
return StringUtils.join(s, " ");
}).toArray(String[]::new);
if (resultFilter.length == 0) {
return sql;
} else {
String filterSql = MessageFormat.format("SELECT * FROM {0} WHERE 1=1 {1}",
"(" + sql + ") AS tmp",
StringUtils.join(resultFilter, " "));
return filterSql;
}
}
@Override
public String getSQLAsTmp(String sql, List<ChartViewFieldDTO> xAxis, List<ChartViewFieldDTO> yAxis, List<ChartCustomFilterDTO> customFilter, List<ChartExtFilterRequest> extFilterRequestList) {
return getSQL(" (" + sqlFix(sql) + ") AS tmp ", xAxis, yAxis, customFilter, extFilterRequestList);
}
@Override
public String searchTable(String table) {
return "SELECT table_name FROM information_schema.TABLES WHERE table_name ='" + table + "'";
}
public String transMysqlFilterTerm(String term) {
switch (term) {
case "eq":
return " = ";
case "not_eq":
return " <> ";
case "lt":
return " < ";
case "le":
return " <= ";
case "gt":
return " > ";
case "ge":
return " >= ";
case "in":
return " IN ";
case "not in":
return " NOT IN ";
case "like":
return " LIKE ";
case "not like":
return " NOT LIKE ";
case "null":
return " IS NULL ";
case "not_null":
return " IS NOT NULL ";
case "between":
return " BETWEEN ";
default:
return "";
}
}
public String transCustomFilter(List<ChartCustomFilterDTO> requestList) {
if (CollectionUtils.isEmpty(requestList)) {
return "";
}
StringBuilder filter = new StringBuilder();
for (ChartCustomFilterDTO request : requestList) {
String value = request.getValue();
DatasetTableField field = request.getField();
if (field.getDeType() == 1 && field.getDeExtractType() != 1) {
filter.append(" AND FROM_UNIXTIME(cast(")
.append(field.getDataeaseName())
.append(" AS decimal(20,0))/1000,'%Y-%m-%d %H:%i:%S') ");
} else {
filter.append(" AND ").append(field.getDataeaseName());
}
filter.append(" ")
.append(transMysqlFilterTerm(request.getTerm()))
.append(" ");
if (StringUtils.containsIgnoreCase(request.getTerm(), "in")) {
filter.append("('").append(StringUtils.join(value, "','")).append("')");
} else if (StringUtils.containsIgnoreCase(request.getTerm(), "like")) {
filter.append("'%").append(value).append("%'");
} else {
filter.append("'").append(value).append("'");
}
}
return filter.toString();
}
public String transExtFilter(List<ChartExtFilterRequest> requestList) {
if (CollectionUtils.isEmpty(requestList)) {
return "";
}
StringBuilder filter = new StringBuilder();
for (ChartExtFilterRequest request : requestList) {
List<String> value = request.getValue();
if (CollectionUtils.isEmpty(value)) {
continue;
}
DatasetTableField field = request.getDatasetTableField();
if (field.getDeType() == 1 && field.getDeExtractType() != 1) {
filter.append(" AND FROM_UNIXTIME(cast(")
.append(field.getDataeaseName())
.append(" AS decimal(20,0))/1000,'%Y-%m-%d %H:%i:%S') ");
} else {
filter.append(" AND ").append(field.getDataeaseName());
}
filter.append(" ")
.append(transMysqlFilterTerm(request.getOperator()))
.append(" ");
if (StringUtils.containsIgnoreCase(request.getOperator(), "in")) {
filter.append("('").append(StringUtils.join(value, "','")).append("')");
} else if (StringUtils.containsIgnoreCase(request.getOperator(), "like")) {
filter.append("'%").append(value.get(0)).append("%'");
} else if (StringUtils.containsIgnoreCase(request.getOperator(), "between")) {
SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
String startTime = simpleDateFormat.format(new Date(Long.parseLong(value.get(0))));
String endTime = simpleDateFormat.format(new Date(Long.parseLong(value.get(1))));
filter.append("'").append(startTime).append("' AND '").append(endTime).append("'");
} else {
filter.append("'").append(value.get(0)).append("'");
}
}
return filter.toString();
}
private String sqlFix(String sql) {
if (sql.lastIndexOf(";") == (sql.length() - 1)) {
sql = sql.substring(0, sql.length() - 1);
}
return sql;
}
private String transDateFormat(String dateStyle, String datePattern) {
String split = "-";
if (StringUtils.equalsIgnoreCase(datePattern, "date_sub")) {
split = "-";
} else if (StringUtils.equalsIgnoreCase(datePattern, "date_split")) {
split = "/";
}
switch (dateStyle) {
case "y":
return "%Y";
case "y_M":
return "%Y" + split + "%m";
case "y_M_d":
return "%Y" + split + "%m" + split + "%d";
case "H_m_s":
return "%H:%i:%S";
case "y_M_d_H_m":
return "%Y" + split + "%m" + split + "%d" + " %H:%i";
case "y_M_d_H_m_s":
return "%Y" + split + "%m" + split + "%d" + " %H:%i:%S";
default:
return "%Y-%m-%d %H:%i:%S";
}
}
}