Talend internal variables - etl

I am doing a data migration project in Talend and for one of the tasks i need to process a big table with many columns and map the (old) data to a different value for the new model.
I have a unique mapping table with three columns.
Example:
Column name | Value old | Value new
"col 1" 1 3
"col 1" 3 2
"col 2" 10 7
etc
That way I can refer using "column name" to the values related to the column I need to map.
Using old value as a Lookup in mapping table using "column name": when old value matches, then it return the new value.
I could do this manually for each column, but there are hundreds so that would mean at least one hash repeated for every column.
I am stumped as to how to do this more simply and only once for every possible column in the original table.
Right now I am doing a HUGE tMap and using lots of lookups: one for each column.
Any ideas are appreciated.
-
Some extra ideas I had:
1) Is there any way to know the NAME OF THE LINK joining two components? I could then just reuse the same connection and filter on the tMap more easily

I could solve it using tMemorizeRows, saving the whole mapping table to memory using a tJavaFlex and then reading them using a routine.
What i did was, memorize the whole table, i only had one table, with three columns, the first indicating the type of mapping i had to do, the second being the original code, and the third one being the replacement code.
Once memorized the data, i used a tJavaFlex to create three lists, one for each column and then move those lists to the global variables map.
Then i created a routine that receives all three lists plus two codes, the first one is the mapping name (first column filter) and the second one is the original code (second column filter). Using both i could pinpoint the position of the replacement code, and return it.
Finally, when reading the main flow of data, using a tMap, i created a variable for each distinct value of the first column (that is, one for each type of mapping) and then called the routine i developed using the oriinal code + the mapping name.
The code i used in the tMemorizeRows was:
START CODE
java.util.Set<String> iLista;
java.util.List<String> lLOV=new java.util.ArrayList<String>();
java.util.List<String> lS6=new java.util.ArrayList<String>();
java.util.List<String> lS8=new java.util.ArrayList<String>();
MAIN CODE
lLOV.add(LOV_tMemorizeRows_1[icount]);
lS6.add(S6_NAME_tMemorizeRows_1[icount]);
lS8.add(S8_NAME_tMemorizeRows_1[icount]);
END CODE
globalMap.put("lLOV",lLOV);
globalMap.put("lS6",lS6);
globalMap.put("lS8",lS8);
ROUTINE CODE
/*
* Toma los valores generados de la LOV y matchea con S8, requiere la ejecucion del job
* Genericos\GeneradorLOV
*
* {talendTypes} String | String
*
* {Category} MigracionDatos
*
* {param} string(entrada.LOV) Identifica el tipo de LOV
*
* {param} string(entrada.S6_NAME) Indica el valor del campo en Siebel 6
*
* {param} ((java.util.List<String>) globalMap.get("lLOV"))
*
* {param} ((java.util.List<String>) globalMap.get("lS6"))
*
* {param} ((java.util.List<String>) globalMap.get("lS8"))
*
*/
public static String calculaLOV(String CampoLOV, String CampoS6, java.util.List<String> listaLOV, java.util.List<String> listaS6,java.util.List<String> listaS8 ) {
/*
* java.util.List<String> listaLOV = ( java.util.List<String>) globalMap.get("lLOV");
* java.util.List<String> listaS6 = ( java.util.List<String>) globalMap.get("lS6");
* java.util.List<String> listaS8 = ( java.util.List<String>) globalMap.get("lS8");
*/
String C1 = CampoLOV;
String C2 = CampoS6;
int posicionC1 = listaLOV.indexOf(C1);
// encontrĂ³ el LOV
if(posicionC1 >= 0) {
java.util.List<String> listaS6_Iterada = new java.util.ArrayList<String>();
// Genera la lista intermedia con los valores
for (int contador = posicionC1; contador < listaLOV.size() ; contador++) {
listaS6_Iterada.add(listaS6.get(contador));
if(!listaLOV.get(contador).toString().equals(C1)) {break;}
}
int posicionC2 = listaS6_Iterada.indexOf(C2);
if(posicionC2 >= 0) {
int posicionFinal = posicionC1 + posicionC2;
return listaS8.get(posicionFinal);
} else {
return "";
}
} else {
return "";
}
}

Related

How to pass dynamic value from java to sql(db2) IN statement [duplicate]

What are the best workarounds for using a SQL IN clause with instances of java.sql.PreparedStatement, which is not supported for multiple values due to SQL injection attack security issues: One ? placeholder represents one value, rather than a list of values.
Consider the following SQL statement:
SELECT my_column FROM my_table where search_column IN (?)
Using preparedStatement.setString( 1, "'A', 'B', 'C'" ); is essentially a non-working attempt at a workaround of the reasons for using ? in the first place.
What workarounds are available?
An analysis of the various options available, and the pros and cons of each is available in Jeanne Boyarsky's Batching Select Statements in JDBC entry on JavaRanch Journal.
The suggested options are:
Prepare SELECT my_column FROM my_table WHERE search_column = ?, execute it for each value and UNION the results client-side. Requires only one prepared statement. Slow and painful.
Prepare SELECT my_column FROM my_table WHERE search_column IN (?,?,?) and execute it. Requires one prepared statement per size-of-IN-list. Fast and obvious.
Prepare SELECT my_column FROM my_table WHERE search_column = ? ; SELECT my_column FROM my_table WHERE search_column = ? ; ... and execute it. [Or use UNION ALL in place of those semicolons. --ed] Requires one prepared statement per size-of-IN-list. Stupidly slow, strictly worse than WHERE search_column IN (?,?,?), so I don't know why the blogger even suggested it.
Use a stored procedure to construct the result set.
Prepare N different size-of-IN-list queries; say, with 2, 10, and 50 values. To search for an IN-list with 6 different values, populate the size-10 query so that it looks like SELECT my_column FROM my_table WHERE search_column IN (1,2,3,4,5,6,6,6,6,6). Any decent server will optimize out the duplicate values before running the query.
None of these options are ideal.
The best option if you are using JDBC4 and a server that supports x = ANY(y), is to use PreparedStatement.setArray as described in Boris's anwser.
There doesn't seem to be any way to make setArray work with IN-lists, though.
Sometimes SQL statements are loaded at runtime (e.g., from a properties file) but require a variable number of parameters. In such cases, first define the query:
query=SELECT * FROM table t WHERE t.column IN (?)
Next, load the query. Then determine the number of parameters prior to running it. Once the parameter count is known, run:
sql = any( sql, count );
For example:
/**
* Converts a SQL statement containing exactly one IN clause to an IN clause
* using multiple comma-delimited parameters.
*
* #param sql The SQL statement string with one IN clause.
* #param params The number of parameters the SQL statement requires.
* #return The SQL statement with (?) replaced with multiple parameter
* placeholders.
*/
public static String any(String sql, final int params) {
// Create a comma-delimited list based on the number of parameters.
final StringBuilder sb = new StringBuilder(
String.join(", ", Collections.nCopies(possibleValue.size(), "?")));
// For more than 1 parameter, replace the single parameter with
// multiple parameter placeholders.
if (sb.length() > 1) {
sql = sql.replace("(?)", "(" + sb + ")");
}
// Return the modified comma-delimited list of parameters.
return sql;
}
For certain databases where passing an array via the JDBC 4 specification is unsupported, this method can facilitate transforming the slow = ? into the faster IN (?) clause condition, which can then be expanded by calling the any method.
Solution for PostgreSQL:
final PreparedStatement statement = connection.prepareStatement(
"SELECT my_column FROM my_table where search_column = ANY (?)"
);
final String[] values = getValues();
statement.setArray(1, connection.createArrayOf("text", values));
try (ResultSet rs = statement.executeQuery()) {
while(rs.next()) {
// do some...
}
}
or
final PreparedStatement statement = connection.prepareStatement(
"SELECT my_column FROM my_table " +
"where search_column IN (SELECT * FROM unnest(?))"
);
final String[] values = getValues();
statement.setArray(1, connection.createArrayOf("text", values));
try (ResultSet rs = statement.executeQuery()) {
while(rs.next()) {
// do some...
}
}
No simple way AFAIK.
If the target is to keep statement cache ratio high (i.e to not create a statement per every parameter count), you may do the following:
create a statement with a few (e.g. 10) parameters:
... WHERE A IN (?,?,?,?,?,?,?,?,?,?) ...
Bind all actuall parameters
setString(1,"foo");
setString(2,"bar");
Bind the rest as NULL
setNull(3,Types.VARCHAR)
...
setNull(10,Types.VARCHAR)
NULL never matches anything, so it gets optimized out by the SQL plan builder.
The logic is easy to automate when you pass a List into a DAO function:
while( i < param.size() ) {
ps.setString(i+1,param.get(i));
i++;
}
while( i < MAX_PARAMS ) {
ps.setNull(i+1,Types.VARCHAR);
i++;
}
You can use Collections.nCopies to generate a collection of placeholders and join them using String.join:
List<String> params = getParams();
String placeHolders = String.join(",", Collections.nCopies(params.size(), "?"));
String sql = "select * from your_table where some_column in (" + placeHolders + ")";
try ( Connection connection = getConnection();
PreparedStatement ps = connection.prepareStatement(sql)) {
int i = 1;
for (String param : params) {
ps.setString(i++, param);
}
/*
* Execute query/do stuff
*/
}
An unpleasant work-around, but certainly feasible is to use a nested query. Create a temporary table MYVALUES with a column in it. Insert your list of values into the MYVALUES table. Then execute
select my_column from my_table where search_column in ( SELECT value FROM MYVALUES )
Ugly, but a viable alternative if your list of values is very large.
This technique has the added advantage of potentially better query plans from the optimizer (check a page for multiple values, tablescan only once instead once per value, etc) may save on overhead if your database doesn't cache prepared statements. Your "INSERTS" would need to be done in batch and the MYVALUES table may need to be tweaked to have minimal locking or other high-overhead protections.
Limitations of the in() operator is the root of all evil.
It works for trivial cases, and you can extend it with "automatic generation of the prepared statement" however it is always having its limits.
if you're creating a statement with variable number of parameters, that will make an sql parse overhead at each call
on many platforms, the number of parameters of in() operator are limited
on all platforms, total SQL text size is limited, making impossible for sending down 2000 placeholders for the in params
sending down bind variables of 1000-10k is not possible, as the JDBC driver is having its limitations
The in() approach can be good enough for some cases, but not rocket proof :)
The rocket-proof solution is to pass the arbitrary number of parameters in a separate call (by passing a clob of params, for example), and then have a view (or any other way) to represent them in SQL and use in your where criteria.
A brute-force variant is here http://tkyte.blogspot.hu/2006/06/varying-in-lists.html
However if you can use PL/SQL, this mess can become pretty neat.
function getCustomers(in_customerIdList clob) return sys_refcursor is
begin
aux_in_list.parse(in_customerIdList);
open res for
select *
from customer c,
in_list v
where c.customer_id=v.token;
return res;
end;
Then you can pass arbitrary number of comma separated customer ids in the parameter, and:
will get no parse delay, as the SQL for select is stable
no pipelined functions complexity - it is just one query
the SQL is using a simple join, instead of an IN operator, which is quite fast
after all, it is a good rule of thumb of not hitting the database with any plain select or DML, since it is Oracle, which offers lightyears of more than MySQL or similar simple database engines. PL/SQL allows you to hide the storage model from your application domain model in an effective way.
The trick here is:
we need a call which accepts the long string, and store somewhere where the db session can access to it (e.g. simple package variable, or dbms_session.set_context)
then we need a view which can parse this to rows
and then you have a view which contains the ids you're querying, so all you need is a simple join to the table queried.
The view looks like:
create or replace view in_list
as
select
trim( substr (txt,
instr (txt, ',', 1, level ) + 1,
instr (txt, ',', 1, level+1)
- instr (txt, ',', 1, level) -1 ) ) as token
from (select ','||aux_in_list.getpayload||',' txt from dual)
connect by level <= length(aux_in_list.getpayload)-length(replace(aux_in_list.getpayload,',',''))+1
where aux_in_list.getpayload refers to the original input string.
A possible approach would be to pass pl/sql arrays (supported by Oracle only), however you can't use those in pure SQL, therefore a conversion step is always needed. The conversion can not be done in SQL, so after all, passing a clob with all parameters in string and converting it witin a view is the most efficient solution.
Here's how I solved it in my own application. Ideally, you should use a StringBuilder instead of using + for Strings.
String inParenthesis = "(?";
for(int i = 1;i < myList.size();i++) {
inParenthesis += ", ?";
}
inParenthesis += ")";
try(PreparedStatement statement = SQLite.connection.prepareStatement(
String.format("UPDATE table SET value='WINNER' WHERE startTime=? AND name=? AND traderIdx=? AND someValue IN %s", inParenthesis))) {
int x = 1;
statement.setLong(x++, race.startTime);
statement.setString(x++, race.name);
statement.setInt(x++, traderIdx);
for(String str : race.betFair.winners) {
statement.setString(x++, str);
}
int effected = statement.executeUpdate();
}
Using a variable like x above instead of concrete numbers helps a lot if you decide to change the query at a later time.
I've never tried it, but would .setArray() do what you're looking for?
Update: Evidently not. setArray only seems to work with a java.sql.Array that comes from an ARRAY column that you've retrieved from a previous query, or a subquery with an ARRAY column.
My workaround is:
create or replace type split_tbl as table of varchar(32767);
/
create or replace function split
(
p_list varchar2,
p_del varchar2 := ','
) return split_tbl pipelined
is
l_idx pls_integer;
l_list varchar2(32767) := p_list;
l_value varchar2(32767);
begin
loop
l_idx := instr(l_list,p_del);
if l_idx > 0 then
pipe row(substr(l_list,1,l_idx-1));
l_list := substr(l_list,l_idx+length(p_del));
else
pipe row(l_list);
exit;
end if;
end loop;
return;
end split;
/
Now you can use one variable to obtain some values in a table:
select * from table(split('one,two,three'))
one
two
three
select * from TABLE1 where COL1 in (select * from table(split('value1,value2')))
value1 AAA
value2 BBB
So, the prepared statement could be:
"select * from TABLE where COL in (select * from table(split(?)))"
Regards,
Javier Ibanez
I suppose you could (using basic string manipulation) generate the query string in the PreparedStatement to have a number of ?'s matching the number of items in your list.
Of course if you're doing that you're just a step away from generating a giant chained OR in your query, but without having the right number of ? in the query string, I don't see how else you can work around this.
You could use setArray method as mentioned in this javadoc:
PreparedStatement statement = connection.prepareStatement("Select * from emp where field in (?)");
Array array = statement.getConnection().createArrayOf("VARCHAR", new Object[]{"E1", "E2","E3"});
statement.setArray(1, array);
ResultSet rs = statement.executeQuery();
Here's a complete solution in Java to create the prepared statement for you:
/*usage:
Util u = new Util(500); //500 items per bracket.
String sqlBefore = "select * from myTable where (";
List<Integer> values = new ArrayList<Integer>(Arrays.asList(1,2,4,5));
string sqlAfter = ") and foo = 'bar'";
PreparedStatement ps = u.prepareStatements(sqlBefore, values, sqlAfter, connection, "someId");
*/
import java.sql.Connection;
import java.sql.PreparedStatement;
import java.sql.SQLException;
import java.util.ArrayList;
import java.util.List;
public class Util {
private int numValuesInClause;
public Util(int numValuesInClause) {
super();
this.numValuesInClause = numValuesInClause;
}
public int getNumValuesInClause() {
return numValuesInClause;
}
public void setNumValuesInClause(int numValuesInClause) {
this.numValuesInClause = numValuesInClause;
}
/** Split a given list into a list of lists for the given size of numValuesInClause*/
public List<List<Integer>> splitList(
List<Integer> values) {
List<List<Integer>> newList = new ArrayList<List<Integer>>();
while (values.size() > numValuesInClause) {
List<Integer> sublist = values.subList(0,numValuesInClause);
List<Integer> values2 = values.subList(numValuesInClause, values.size());
values = values2;
newList.add( sublist);
}
newList.add(values);
return newList;
}
/**
* Generates a series of split out in clause statements.
* #param sqlBefore ""select * from dual where ("
* #param values [1,2,3,4,5,6,7,8,9,10]
* #param "sqlAfter ) and id = 5"
* #return "select * from dual where (id in (1,2,3) or id in (4,5,6) or id in (7,8,9) or id in (10)"
*/
public String genInClauseSql(String sqlBefore, List<Integer> values,
String sqlAfter, String identifier)
{
List<List<Integer>> newLists = splitList(values);
String stmt = sqlBefore;
/* now generate the in clause for each list */
int j = 0; /* keep track of list:newLists index */
for (List<Integer> list : newLists) {
stmt = stmt + identifier +" in (";
StringBuilder innerBuilder = new StringBuilder();
for (int i = 0; i < list.size(); i++) {
innerBuilder.append("?,");
}
String inClause = innerBuilder.deleteCharAt(
innerBuilder.length() - 1).toString();
stmt = stmt + inClause;
stmt = stmt + ")";
if (++j < newLists.size()) {
stmt = stmt + " OR ";
}
}
stmt = stmt + sqlAfter;
return stmt;
}
/**
* Method to convert your SQL and a list of ID into a safe prepared
* statements
*
* #throws SQLException
*/
public PreparedStatement prepareStatements(String sqlBefore,
ArrayList<Integer> values, String sqlAfter, Connection c, String identifier)
throws SQLException {
/* First split our potentially big list into lots of lists */
String stmt = genInClauseSql(sqlBefore, values, sqlAfter, identifier);
PreparedStatement ps = c.prepareStatement(stmt);
int i = 1;
for (int val : values)
{
ps.setInt(i++, val);
}
return ps;
}
}
Spring allows passing java.util.Lists to NamedParameterJdbcTemplate , which automates the generation of (?, ?, ?, ..., ?), as appropriate for the number of arguments.
For Oracle, this blog posting discusses the use of oracle.sql.ARRAY (Connection.createArrayOf doesn't work with Oracle). For this you have to modify your SQL statement:
SELECT my_column FROM my_table where search_column IN (select COLUMN_VALUE from table(?))
The oracle table function transforms the passed array into a table like value usable in the IN statement.
try using the instr function?
select my_column from my_table where instr(?, ','||search_column||',') > 0
then
ps.setString(1, ",A,B,C,");
Admittedly this is a bit of a dirty hack, but it does reduce the opportunities for sql injection. Works in oracle anyway.
Sormula supports SQL IN operator by allowing you to supply a java.util.Collection object as a parameter. It creates a prepared statement with a ? for each of the elements the collection. See Example 4 (SQL in example is a comment to clarify what is created but is not used by Sormula).
Generate the query string in the PreparedStatement to have a number of ?'s matching the number of items in your list. Here's an example:
public void myQuery(List<String> items, int other) {
...
String q4in = generateQsForIn(items.size());
String sql = "select * from stuff where foo in ( " + q4in + " ) and bar = ?";
PreparedStatement ps = connection.prepareStatement(sql);
int i = 1;
for (String item : items) {
ps.setString(i++, item);
}
ps.setInt(i++, other);
ResultSet rs = ps.executeQuery();
...
}
private String generateQsForIn(int numQs) {
String items = "";
for (int i = 0; i < numQs; i++) {
if (i != 0) items += ", ";
items += "?";
}
return items;
}
instead of using
SELECT my_column FROM my_table where search_column IN (?)
use the Sql Statement as
select id, name from users where id in (?, ?, ?)
and
preparedStatement.setString( 1, 'A');
preparedStatement.setString( 2,'B');
preparedStatement.setString( 3, 'C');
or use a stored procedure this would be the best solution, since the sql statements will be compiled and stored in DataBase server
I came across a number of limitations related to prepared statement:
The prepared statements are cached only inside the same session (Postgres), so it will really work only with connection pooling
A lot of different prepared statements as proposed by #BalusC may cause the cache to overfill and previously cached statements will be dropped
The query has to be optimized and use indices. Sounds obvious, however e.g. the ANY(ARRAY...) statement proposed by #Boris in one of the top answers cannot use indices and query will be slow despite caching
The prepared statement caches the query plan as well and the actual values of any parameters specified in the statement are unavailable.
Among the proposed solutions I would choose the one that doesn't decrease the query performance and makes the less number of queries. This will be the #4 (batching few queries) from the #Don link or specifying NULL values for unneeded '?' marks as proposed by #Vladimir Dyuzhev
SetArray is the best solution but its not available for many older drivers. The following workaround can be used in java8
String baseQuery ="SELECT my_column FROM my_table where search_column IN (%s)"
String markersString = inputArray.stream().map(e -> "?").collect(joining(","));
String sqlQuery = String.format(baseSQL, markersString);
//Now create Prepared Statement and use loop to Set entries
int index=1;
for (String input : inputArray) {
preparedStatement.setString(index++, input);
}
This solution is better than other ugly while loop solutions where the query string is built by manual iterations
I just worked out a PostgreSQL-specific option for this. It's a bit of a hack, and comes with its own pros and cons and limitations, but it seems to work and isn't limited to a specific development language, platform, or PG driver.
The trick of course is to find a way to pass an arbitrary length collection of values as a single parameter, and have the db recognize it as multiple values. The solution I have working is to construct a delimited string from the values in the collection, pass that string as a single parameter, and use string_to_array() with the requisite casting for PostgreSQL to properly make use of it.
So if you want to search for "foo", "blah", and "abc", you might concatenate them together into a single string as: 'foo,blah,abc'. Here's the straight SQL:
select column from table
where search_column = any (string_to_array('foo,blah,abc', ',')::text[]);
You would obviously change the explicit cast to whatever you wanted your resulting value array to be -- int, text, uuid, etc. And because the function is taking a single string value (or two I suppose, if you want to customize the delimiter as well), you can pass it as a parameter in a prepared statement:
select column from table
where search_column = any (string_to_array($1, ',')::text[]);
This is even flexible enough to support things like LIKE comparisons:
select column from table
where search_column like any (string_to_array('foo%,blah%,abc%', ',')::text[]);
Again, no question it's a hack, but it works and allows you to still use pre-compiled prepared statements that take *ahem* discrete parameters, with the accompanying security and (maybe) performance benefits. Is it advisable and actually performant? Naturally, it depends, as you've got string parsing and possibly casting going on before your query even runs. If you're expecting to send three, five, a few dozen values, sure, it's probably fine. A few thousand? Yeah, maybe not so much. YMMV, limitations and exclusions apply, no warranty express or implied.
But it works.
No one else seems to have suggested using an off-the-shelf query builder yet, like jOOQ or QueryDSL or even Criteria Query that manage dynamic IN lists out of the box, possibly including the management of all edge cases that may arise, such as:
Running into Oracle's maximum of 1000 elements per IN list (irrespective of the number of bind values)
Running into any driver's maximum number of bind values, which I've documented in this answer
Running into cursor cache contention problems because too many distinct SQL strings are "hard parsed" and execution plans cannot be cached anymore (jOOQ and since recently also Hibernate work around this by offering IN list padding)
(Disclaimer: I work for the company behind jOOQ)
Just for completeness: So long as the set of values is not too large, you could also simply string-construct a statement like
... WHERE tab.col = ? OR tab.col = ? OR tab.col = ?
which you could then pass to prepare(), and then use setXXX() in a loop to set all the values. This looks yucky, but many "big" commercial systems routinely do this kind of thing until they hit DB-specific limits, such as 32 KB (I think it is) for statements in Oracle.
Of course you need to ensure that the set will never be unreasonably large, or do error trapping in the event that it is.
Following Adam's idea. Make your prepared statement sort of select my_column from my_table where search_column in (#)
Create a String x and fill it with a number of "?,?,?" depending on your list of values
Then just change the # in the query for your new String x an populate
There are different alternative approaches that we can use for IN clause in PreparedStatement.
Using Single Queries - slowest performance and resource intensive
Using StoredProcedure - Fastest but database specific
Creating dynamic query for PreparedStatement - Good Performance but doesn't get benefit of caching and PreparedStatement is recompiled every time.
Use NULL in PreparedStatement queries - Optimal performance, works great when you know the limit of IN clause arguments. If there is no limit, then you can execute queries in batch.
Sample code snippet is;
int i = 1;
for(; i <=ids.length; i++){
ps.setInt(i, ids[i-1]);
}
//set null for remaining ones
for(; i<=PARAM_SIZE;i++){
ps.setNull(i, java.sql.Types.INTEGER);
}
You can check more details about these alternative approaches here.
For some situations regexp might help.
Here is an example I've checked on Oracle, and it works.
select * from my_table where REGEXP_LIKE (search_column, 'value1|value2')
But there is a number of drawbacks with it:
Any column it applied should be converted to varchar/char, at least implicitly.
Need to be careful with special characters.
It can slow down performance - in my case IN version uses index and range scan, and REGEXP version do full scan.
After examining various solutions in different forums and not finding a good solution, I feel the below hack I came up with, is the easiest to follow and code:
Example: Suppose you have multiple parameters to pass in the 'IN' clause. Just put a dummy String inside the 'IN' clause, say, "PARAM" do denote the list of parameters that will be coming in the place of this dummy String.
select * from TABLE_A where ATTR IN (PARAM);
You can collect all the parameters into a single String variable in your Java code. This can be done as follows:
String param1 = "X";
String param2 = "Y";
String param1 = param1.append(",").append(param2);
You can append all your parameters separated by commas into a single String variable, 'param1', in our case.
After collecting all the parameters into a single String you can just replace the dummy text in your query, i.e., "PARAM" in this case, with the parameter String, i.e., param1. Here is what you need to do:
String query = query.replaceFirst("PARAM",param1); where we have the value of query as
query = "select * from TABLE_A where ATTR IN (PARAM)";
You can now execute your query using the executeQuery() method. Just make sure that you don't have the word "PARAM" in your query anywhere. You can use a combination of special characters and alphabets instead of the word "PARAM" in order to make sure that there is no possibility of such a word coming in the query. Hope you got the solution.
Note: Though this is not a prepared query, it does the work that I wanted my code to do.
Just for completeness and because I did not see anyone else suggest it:
Before implementing any of the complicated suggestions above consider if SQL injection is indeed a problem in your scenario.
In many cases the value provided to IN (...) is a list of ids that have been generated in a way that you can be sure that no injection is possible... (e.g. the results of a previous select some_id from some_table where some_condition.)
If that is the case you might just concatenate this value and not use the services or the prepared statement for it or use them for other parameters of this query.
query="select f1,f2 from t1 where f3=? and f2 in (" + sListOfIds + ");";
PreparedStatement doesn't provide any good way to deal with SQL IN clause. Per http://www.javaranch.com/journal/200510/Journal200510.jsp#a2 "You can't substitute things that are meant to become part of the SQL statement. This is necessary because if the SQL itself can change, the driver can't precompile the statement. It also has the nice side effect of preventing SQL injection attacks." I ended up using following approach:
String query = "SELECT my_column FROM my_table where search_column IN ($searchColumns)";
query = query.replace("$searchColumns", "'A', 'B', 'C'");
Statement stmt = connection.createStatement();
boolean hasResults = stmt.execute(query);
do {
if (hasResults)
return stmt.getResultSet();
hasResults = stmt.getMoreResults();
} while (hasResults || stmt.getUpdateCount() != -1);
OK, so I couldn't remember exactly how (or where) I did this before so I came to stack overflow to quickly find the answer. I was surprised I couldn't.
So, how I got around the IN problem a long time ago was with a statement like this:
where myColumn in ( select regexp_substr(:myList,'[^,]+', 1, level) from dual connect by regexp_substr(:myList, '[^,]+', 1, level) is not null)
set the myList parameter as a comma delimited string: A,B,C,D...
Note: You have to set the parameter twice!
This is not the ideal practice, yet it's simple and works well for me most of the time.
where ? like concat( "%|", TABLE_ID , "|%" )
Then you pass through ? the IDs in this way: |1|,|2|,|3|,...|

How to split a column which has data in XML form to different rows of new Database as KEY VALUE in TALEND

In old DB i have a data in one column as
<ADDRESS>
<CITY>ABC</CITY>
<STATE>PQR</SERVICE>
</ADDRESS>
In my new DB i want this data to be stored in KEY VALUE fashion like:
USER_ID KEY VALUE
1 CITY ABC
1 STATE PQR
Someone please help me how to migrate this kind of data using TALEND tool.
Design job like below.
tOracleInput---tExtractXMLFiled---output.
tOracleInput component you can select XML column and make datatype as String.
tExtractXmlFiled component pass this XML column as " XML Filed" and set the Loop xpath Expression as "/ADDRESS"
Add new two Columns in output Schema of tExtractXmlFiled for city & STATE
Set XPath Query in Mapping for city "/ADDRESS/CITY" and for STATE "/ADDRESS/STATE"
Now you have both the values in output.
See the image for more details.
as I explain in your previous post you can follow the same approach for making Key value pair.
how-to-split-one-row-in-different-rows-in-talend
Or you can use tUnpivot component as you did here.
As you said source data has Special character then use below expression to replace it.
Steps: after oracle input add tMap and use this code for replacement of special symbol
row24.XMLField.replaceAll("&", "<![CDATA["+"&"+"]]>")
once that is done execute the job and see the result it should work.
I'd use tJavaFlex.
Component Settings:
tJavaFlex schema:
In the begin part, use
String input = ((String)globalMap.get("row2.xmlField")); // get the xml Fields value
String firstTag = input.substring(input.indexOf("<")+1,input.indexOf(">"));
input = input.replace("<"+firstTag+">","").replace("</"+firstTag+">","");
int tagCount = input.length() - input.replace("</", "<").length();
int closeTagFinish = -1;
for (int i = 0; i<tagCount ; i++) {
in the main part, parse the XML tag name and value, and have the output schema contain that 2 additional column. MAIN part will be like:
/*set up the output columns */
output.user_id = ((String)globalMap.get("row2.user_id"));
output.user_first_name = ((String)globalMap.get("row2.user_first_name"));
output.user_last_name = ((String)globalMap.get("row2.user_last_name"));
Then we can calculate the key-value pairs for the XML, without knowing the KEY values.
/*calculate columns out of XML */
int openTagStart = input.indexOf("<",closeTagFinish+1);
int openTagFinish = input.indexOf(">",openTagStart);
int closeTagStart = input.indexOf("<",openTagFinish);
closeTagFinish = input.indexOf(">",closeTagStart);
output.xmlKey = input.substring(openTagStart+1,openTagFinish);
output.xmlValue = input.substring(openTagFinish+1,closeTagStart);
tJavaFlex End part:
}
Output looks like:
.-------+---------------+--------------+------+--------.
| tLogRow_2 |
|=------+---------------+--------------+------+-------=|
|user_id|user_first_name|user_last_name|xmlKey|xmlValue|
|=------+---------------+--------------+------+-------=|
|1 |foo |bar |CITY |ABC |
|1 |foo |bar |STATE |PQR |
'-------+---------------+--------------+------+--------'

LINQ return records where string[] values match Comma Delimited String Field

I am trying to select some records using LINQ for Entities (EF4 Code First).
I have a table called Monitoring with a field called AnimalType which has values such as
"Lion,Tiger,Goat"
"Snake,Lion,Horse"
"Rattlesnake"
"Mountain Lion"
I want to pass in some values in a string array (animalValues) and have the rows returned from the Monitorings table where one or more values in the field AnimalType match the one or more values from the animalValues. The following code ALMOST works as I wanted but I've discovered a major flaw with the approach I've taken.
public IQueryable<Monitoring> GetMonitoringList(string[] animalValues)
{
var result = from m in db.Monitorings
where animalValues.Any(c => m.AnimalType.Contains(c))
select m;
return result;
}
To explain the problem, if I pass in animalValues = { "Lion", "Tiger" } I find that three rows are selected due to the fact that the 4th record "Mountain Lion" contains the word "Lion" which it regards as a match.
This isn't what I wanted to happen. I need "Lion" to only match "Lion" and not "Mountain Lion".
Another example is if I pass in "Snake" I get rows which include "Rattlesnake". I'm hoping somebody has a better bit of LINQ code that will allow for matches that match the exact comma delimited value and not just a part of it as in "Snake" matching "Rattlesnake".
This is a kind of hack that will do the work:
public IQueryable<Monitoring> GetMonitoringList(string[] animalValues)
{
var values = animalValues.Select(x => "," + x + ",");
var result = from m in db.Monitorings
where values.Any(c => ("," + m.AnimalType + ",").Contains(c))
select m;
return result;
}
This way, you will have
",Lion,Tiger,Goat,"
",Snake,Lion,Horse,"
",Rattlesnake,"
",Mountain Lion,"
And check for ",Lion," and "Mountain Lion" won't match.
It's dirty, I know.
Because the data in your field is comma delimited you really need to break those entries up individually. Since SQL doesn't really support a way to split strings, the option that I've come up with is to execute two queries.
The first query uses the code you started with to at least get you in the ballpark and minimize the amount of data you're retrieving. It converts it to a List<> to actually execute the query and bring the results into memory which will allow access to more extension methods like Split().
The second query uses the subset of data in memory and joins it with your database table to then pull out the exact matches:
public IQueryable<Monitoring> GetMonitoringList(string[] animalValues)
{
// execute a query that is greedy in its matches, but at least
// it's still only a subset of data. The ToList()
// brings the data into memory, so to speak
var subsetData = (from m in db.Monitorings
where animalValues.Any(c => m.AnimalType.Contains(c))
select m).ToList();
// given that subset of data in the List<>, join it against the DB again
// and get the exact matches this time
var result = from data in subsetData
join m in db.Monitorings on data.ID equals m.ID
where data.AnimalType.Split(',').Intersect(animalValues).Any ()
select m;
return result;
}

Failed to batch insert in Subsonic3 with error "Must declare the scalar variable..."

I have met a problem about inserting multiple rows in a batch with Subsonic3. My development environment includes:
1. Visual Studio 2010, but use .NET 3.5
2. Active Record Mode in SubSonic 3.0.0.4
3. SQL Server 2005 express
4. Northwind sample database
I am using Active Reecord mode to insert mutiple "Product" into table "Products". If I insert the rows one by one, either call "aProduct.Add()" or call "Insert.Execute()" mutiple times (just like the codes below), it works fine.
private static Product[] CreateProducts(int count)
{
Product[] products = new Product[count];
for (int index = 0; index < products.Length; ++index)
{
products[index] = new Product
{
ProductName = string.Format("cheka-test-{0}", index.ToString()),
Discontinued = (index % 2 == 0),
};
}
return products;
}
private static void SucceedByMultiExecuteInsert()
{
Product[] products = CreateProducts(2);
// -------------------------------- prepare batch
NorthwindDB db = new NorthwindDB();
var inserts = from prod in products
select db.Insert.Into<Product>(x => x.ProductName, x => x.Discontinued).Values(prod.ProductName, prod.Discontinued);
// -------------------------------- batch insert
var selectAll = Product.All();
Console.WriteLine("--- before total rows = {0}", selectAll.Count().ToString());
foreach (Insert insert in inserts)
insert.Execute();
Console.WriteLine("+++ after inserting {0} rows, now total rows = {1}",
products.Length.ToString(), selectAll.Count().ToString());
}
but if I use "BatchQuery" like the codes below,
private static void FailByBatchInsert()
{
Product[] products = CreateProducts(2);
// -------------------------------- prepare batch
NorthwindDB db = new NorthwindDB();
BatchQuery batchquery = new BatchQuery(db.Provider, db.QueryProvider);
var inserts = from prod in products
select db.Insert.Into<Product>(x => x.ProductName, x => x.Discontinued).Values(prod.ProductName, prod.Discontinued);
foreach (Insert insert in inserts)
batchquery.Queue(insert);
// -------------------------------- batch insert
var selectAll = Product.All();
Console.WriteLine("--- before total rows = {0}", selectAll.Count().ToString());
batchquery.Execute();
Console.WriteLine("+++ after inserting {0} rows, now total rows = {1}",
products.Length.ToString(), selectAll.Count().ToString());
}
then it failed with the exception :
"
Unhandled Exception: System.Data.SqlClient.SqlException: Must declare the scalar variable "#ins_ProductName".
Must declare the scalar variable "#ins_ProductName".
"
Please give me some help to solve this problem. Many thanks.
I ran into this problem as well. If you look at the query it's attempting to run, you'll see it doing something like this (this isn't actual code but you'll get the point):
exec_sql N'insert into MyTable (SomeField) Values (#ins_SomeField)',N'#0 varchar(32)','#0=SomeValue'
For some reason it defines the parameters in the query with "#ins_"+FieldName but then passes the parameters as ordinals. I have yet to determine the pattern for why/when it does this but I've lost enough time during this dev cycle futzing with SubSonic to try and diagnose the problem properly.
The work-around I implemented will involve you downloading the 3.0.0.4 source from github and making a change on line 179 of Insert.cs.
Where it reads
ParameterName = _provider.ParameterPrefix + "ins_" + columnName.ToAlphaNumericOnly(),
Changing it to
ParameterName = _provider.ParameterPrefix + Inserts.Count.ToString(),
seemed to do the trick for me. I make no warranties about this solution for you, expressed or implied. It did work for me but your mileage may vary.
I should also note that there's similar logic around the "update" statements as well in Update.cs on lines 181 and 194 but I haven't had these give me problems... yet.
Honestly, I don't think SubSonic is ready for primetime and that's a shame because I really like how Rob set it up. That said, it's in my product for better or worse now so you make the best with what you got.

How do I set a parameter to a list of values in a BIRT report?

I have a DataSet with a query like this:
select s.name, w.week_ending, w.sales
from store s, weekly_sales_summary w
where s.id=w.store_id and s.id = ?
I would like to modify the query to allow me to specify a list of store IDs, like:
select s.name, w.week_ending, w.sales
from store s, weekly_sales_summary w
where s.id=w.store_id and s.id IN (?)
How do I accomplish this in BIRT? What kind of parameter do I need to specify?
The easy part is the report parameter: set the display type to be List Box, then check the Allow Multiple Values option.
Now the hard part: unfortunately, you can't bind a multi-value report parameter to a dataset parameter (at least, not in version 3.2, which is what I'm using). There's a posting on the BIRT World blog here:
http://birtworld.blogspot.com/2009/03/birt-multi-select-statements.html
that describes how to use a code plug-in to bind multi-select report parameters to a report dataset.
Unfortunately, when I tried it, it didn't work. If you can get it to work, that's the method I would recommend; if you can't, then the alternative would be to modify the dataset's queryText, to insert all the values from the report parameter into the query at the appropriate point. Assuming s.id is numeric, here's a function that can be pasted into the beforeOpen event script for the datasource:
function fnMultiValParamSql ( pmParameterName, pmSubstituteString, pmQueryText )
{
strParamValsSelected=reportContext.getParameterValue(pmParameterName);
strSelectedValues="";
for (var varCounter=0;varCounter<strParamValsSelected.length;varCounter++)
{
strSelectedValues += strParamValsSelected[varCounter].toString()+",";
}
strSelectedValues = strSelectedValues.substring(0,strSelectedValues.length-1);
return pmQueryText.replace(pmSubstituteString,strSelectedValues);
}
which can then be called from the beforeOpen event script for the dataset, like this:
this.queryText = fnMultiValParamSql ( "rpID", "0 /*rpID*/", this.queryText );
assuming that your report parameter is called rpID. You will need to amend your query to look like this:
select s.name, w.week_ending, w.sales
from store s, weekly_sales_summary w
where s.id=w.store_id and s.id IN (0 /*rpID*/)
The 0 is included in the script so that the query script is valid at design time, and the dataset values will bind correctly to the report; at runtime, this hard-coded 0 will be removed.
However, this approach is potentially very dangerous, as it could make you vulnerable to SQL Injection attacks: http://en.wikipedia.org/wiki/SQL_injection , as demonstrated here: http://xkcd.com/327/ .
In the case of purely numeric values selected from a predefined picklist, a SQL injection attack should not be possible; however, the same approach is vulnerable where freeform entry strings for the parameter are allowed.
FYI: the BIRT World article should work (I wrote it) but that was an earlier solution to the problem.
We have created an open source plugin that you can add to BIRT that has a much cleaner solution to this problem. The Bind Parameters function in the birt-functions-lib provides a simple way to do multi-selects from multi-value parameters.
If you are still interested have a look at the birt-functions-lib project on Eclipse Labs.
Here's another one. Based on some hints I found elsewhere and extended to preserve the number of parameters in your data set SQL. This solution works with a JavaScript function that you call at OnBeforeOpen of the data set:
prepare(this);
function prepare(dataSet) {
while (dataSet.queryText.indexOf("#IN?")>=0) {
dataSet.queryText = dataSet.queryText.replace(
"#XYZ?",
"('"+params["products"].value.join("','")+"') or ?=0"
);
}
}
In your query, replace occurrences of (?) with #XYZ?. The method above makes sure that
the query has the actual values and still a parameter (so that the dataset editor and preview doesn't complain).
Note: Beware of SQL injection, e.g. by not allowing string values
I created a more general solution, which handles optional/required parameters behaviour too. When parameter is not required and user doesn't select any value, the IN-clause gets disabled. It also allows the user to select both real values and null value.
In report initialize script I add this code:
/** Fullfill IN-clause in a data set query,
* using a List box report parameter.
* Placeholder must be the parentheses after IN keyword with wathever you want inside.
* If required is false then the whole IN-clause in the query
* must be surrounded by parentheses.
* dataType and required refers to the parameter, they must be passed,
* but should be better to find a way to retrieve them inside this function
* (given parameter name).
*/
function fulfillInClause(dataSet, placeholder, param, dataType, required) {
if (dataSet.queryText.indexOf(placeholder)>=0) {
var paramValue = params[param].value;
var emptyParam = (paramValue==null || paramValue.length<=0);
//build the list of possible values
// paramValue==null check in ternary operators
// will prevent exceptions when user doesn't select any value
// (it will not affect the query if param is optional,
// while we will never arrive here if it is required)
var replacement = " (";
if (dataType == "string")
replacement += (emptyParam ? "''" : createList(paramValue, ",", "'", "varchar(10)") );
else if (dataType == "integer")
replacement += (emptyParam ? "0" : createList(paramValue, ",", "" , "int" ) );
else
//TODO implement more cases
return;
replacement += ") ";
//if param is not required and user doesn't select any value for it
//then nullify the IN clause with an always-true clause
if (!required && emptyParam)
replacement += " or 0=0 ";
//put replacement in the query
dataSet.queryText = dataSet.queryText.replace( placeholder, replacement );
//DEBUG
params["debug" + dataSet.name + "Query"]=dataSet.queryText;
}
}
/** Create a string list of array values,
* separated by separator and each of them surrounded by a pair surrounders
*/
function createList(array, separator, surrounder, sqlDataType){
var result = "";
for(var i=0; i<array.length; i++) {
if(result.length>0)
result += separator;
if(array[i]!=null)
result += surrounder + array[i] + surrounder;
else
result += "cast(null as " + sqlDataType + ")";
}
return result;
}
Usage example
In dataset query put your special IN-clause:
select F1, F2
from T1
where F3='Bubi'
and ( F4 in (''/*?customers*/) )
In beforeOpen script of the dataset with the IN-clause write:
fulfillInClause(this, "(''/*?customers*/)", "customers", "string", false);
Note that I used a placeholder which allows the query to run also before the replacement (eg. it has quotes as F4 is a varchar). You can build a placeholder that fits your case.

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