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Sam Mohamed 2012-10-18, 01:04
I have some encrypted data in an HDFS csv, that I've created a Hive table for, and I want to run a Hive query that first encrypts the query param, then does the lookup. I have a UDF that does encryption as follows:
public class ParamEncrypt extends UDF {
public Text evaluate(String name) throws Exception {
String result = new String();
if (name == null) { return null; }
result = ParamData.encrypt(name);
return new Text(result); } }
Then I run the Hive query as:
select * from cc_details where first_name = encrypt('Ann');
The problem is, it's running encrypt('Ann') across every single record in the table. I want it do the encryption once, then do the matchup. I've tried:
select * from cc_details where first_name in (select encrypt('Ann') from cc_details limit 1);
But Hive doesn't support **IN** or select queries in the where clause.
What can I do?
Can I do something like:
select encrypt('Ann') as ann from cc_details where first_name = ann;
That also doesn't work because the query parser throws an error saying **ann** is not a known column
Thanks,
Sam
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Re: Hive Query with UDF
Michael Segel 2012-10-18, 01:10
You don't need an UDF...
You encrypt the string 'Ann' first then use that encrypted value in the Select statement.
That should make things a bit simpler.
On Oct 17, 2012, at 8:04 PM, Sam Mohamed <[EMAIL PROTECTED]> wrote:
> I have some encrypted data in an HDFS csv, that I've created a Hive table for, and I want to run a Hive query that first encrypts the query param, then does the lookup. I have a UDF that does encryption as follows: > > public class ParamEncrypt extends UDF { > > public Text evaluate(String name) throws Exception { > > String result = new String(); > > if (name == null) { return null; } > > result = ParamData.encrypt(name); > > return new Text(result); > } > } > > Then I run the Hive query as: > > select * from cc_details where first_name = encrypt('Ann'); > > The problem is, it's running encrypt('Ann') across every single record in the table. I want it do the encryption once, then do the matchup. I've tried: > > select * from cc_details where first_name in (select encrypt('Ann') from cc_details limit 1); > > But Hive doesn't support **IN** or select queries in the where clause. > > What can I do? > > Can I do something like: > > select encrypt('Ann') as ann from cc_details where first_name = ann; > > That also doesn't work because the query parser throws an error saying **ann** is not a known column > > Thanks, > > Sam
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RE: Hive Query with UDF
Sam Mohamed 2012-10-18, 01:12
Thanks for the quick response.
The idea is that we are selling the encryption product for customers who use HDFS. Hence, encryption is a requirement.
Any other suggestions.
Sam ________________________________________ From: Michael Segel [[EMAIL PROTECTED]] Sent: Wednesday, October 17, 2012 6:10 PM To: [EMAIL PROTECTED] Subject: Re: Hive Query with UDF
You don't need an UDF...
You encrypt the string 'Ann' first then use that encrypted value in the Select statement.
That should make things a bit simpler.
On Oct 17, 2012, at 8:04 PM, Sam Mohamed <[EMAIL PROTECTED]> wrote:
> I have some encrypted data in an HDFS csv, that I've created a Hive table for, and I want to run a Hive query that first encrypts the query param, then does the lookup. I have a UDF that does encryption as follows: > > public class ParamEncrypt extends UDF { > > public Text evaluate(String name) throws Exception { > > String result = new String(); > > if (name == null) { return null; } > > result = ParamData.encrypt(name); > > return new Text(result); > } > } > > Then I run the Hive query as: > > select * from cc_details where first_name = encrypt('Ann'); > > The problem is, it's running encrypt('Ann') across every single record in the table. I want it do the encryption once, then do the matchup. I've tried: > > select * from cc_details where first_name in (select encrypt('Ann') from cc_details limit 1); > > But Hive doesn't support **IN** or select queries in the where clause. > > What can I do? > > Can I do something like: > > select encrypt('Ann') as ann from cc_details where first_name = ann; > > That also doesn't work because the query parser throws an error saying **ann** is not a known column > > Thanks, > > Sam
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Re: Hive Query with UDF
lohit 2012-10-18, 02:13
One idea is to write your own translation layer which sits in between query and actual job submission. You would most likely end up having your own version of hive jar which has your translation changes on top of HIVE sources. This has the added advantage that users need not change their queries, they would do it as normal HIVE query, like select * from cc_details where first_name = 'Ann' Disadvantage is you have to maintain a fork.
Even otherwise, my initial guess is you might have to modify command line parser which does encrypt once instead of for every record
2012/10/17 Sam Mohamed <[EMAIL PROTECTED]>
> Thanks for the quick response. > > The idea is that we are selling the encryption product for customers who > use HDFS. Hence, encryption is a requirement. > > Any other suggestions. > > Sam > ________________________________________ > From: Michael Segel [[EMAIL PROTECTED]] > Sent: Wednesday, October 17, 2012 6:10 PM > To: [EMAIL PROTECTED] > Subject: Re: Hive Query with UDF > > You don't need an UDF... > > You encrypt the string 'Ann' first then use that encrypted value in the > Select statement. > > That should make things a bit simpler. > > > > On Oct 17, 2012, at 8:04 PM, Sam Mohamed <[EMAIL PROTECTED]> wrote: > > > I have some encrypted data in an HDFS csv, that I've created a Hive > table for, and I want to run a Hive query that first encrypts the query > param, then does the lookup. I have a UDF that does encryption as follows: > > > > public class ParamEncrypt extends UDF { > > > > public Text evaluate(String name) throws Exception { > > > > String result = new String(); > > > > if (name == null) { return null; } > > > > result = ParamData.encrypt(name); > > > > return new Text(result); > > } > > } > > > > Then I run the Hive query as: > > > > select * from cc_details where first_name = encrypt('Ann'); > > > > The problem is, it's running encrypt('Ann') across every single record > in the table. I want it do the encryption once, then do the matchup. I've > tried: > > > > select * from cc_details where first_name in (select encrypt('Ann') > from cc_details limit 1); > > > > But Hive doesn't support **IN** or select queries in the where clause. > > > > What can I do? > > > > Can I do something like: > > > > select encrypt('Ann') as ann from cc_details where first_name = ann; > > > > That also doesn't work because the query parser throws an error saying > **ann** is not a known column > > > > Thanks, > > > > Sam > > -- Have a Nice Day! Lohit
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Re: Hive Query with UDF
Michael Segel 2012-10-18, 02:21
You really don't want to do that. It becomes a nightmare in that you now ship a derivative of Hive and then have to maintain it and keep it in lock step w Hive from Apache. There are other options and designs but since this is for a commercial product. I'm not going to talk about them.
Keep in mind that Hive isn't a relational database per se and works on immutable flat files. So that's going to hurt you as well.
On Oct 17, 2012, at 9:13 PM, lohit <[EMAIL PROTECTED]> wrote:
> One idea is to write your own translation layer which sits in between query and actual job submission. > You would most likely end up having your own version of hive jar which has your translation changes on top of HIVE sources. > This has the added advantage that users need not change their queries, they would do it as normal HIVE query, like > select * from cc_details where first_name = 'Ann' > Disadvantage is you have to maintain a fork. > > Even otherwise, my initial guess is you might have to modify command line parser which does encrypt once instead of for every record > > 2012/10/17 Sam Mohamed <[EMAIL PROTECTED]> > Thanks for the quick response. > > The idea is that we are selling the encryption product for customers who use HDFS. Hence, encryption is a requirement. > > Any other suggestions. > > Sam > ________________________________________ > From: Michael Segel [[EMAIL PROTECTED]] > Sent: Wednesday, October 17, 2012 6:10 PM > To: [EMAIL PROTECTED] > Subject: Re: Hive Query with UDF > > You don't need an UDF... > > You encrypt the string 'Ann' first then use that encrypted value in the Select statement. > > That should make things a bit simpler. > > > > On Oct 17, 2012, at 8:04 PM, Sam Mohamed <[EMAIL PROTECTED]> wrote: > > > I have some encrypted data in an HDFS csv, that I've created a Hive table for, and I want to run a Hive query that first encrypts the query param, then does the lookup. I have a UDF that does encryption as follows: > > > > public class ParamEncrypt extends UDF { > > > > public Text evaluate(String name) throws Exception { > > > > String result = new String(); > > > > if (name == null) { return null; } > > > > result = ParamData.encrypt(name); > > > > return new Text(result); > > } > > } > > > > Then I run the Hive query as: > > > > select * from cc_details where first_name = encrypt('Ann'); > > > > The problem is, it's running encrypt('Ann') across every single record in the table. I want it do the encryption once, then do the matchup. I've tried: > > > > select * from cc_details where first_name in (select encrypt('Ann') from cc_details limit 1); > > > > But Hive doesn't support **IN** or select queries in the where clause. > > > > What can I do? > > > > Can I do something like: > > > > select encrypt('Ann') as ann from cc_details where first_name = ann; > > > > That also doesn't work because the query parser throws an error saying **ann** is not a known column > > > > Thanks, > > > > Sam > > > > > -- > Have a Nice Day! > Lohit
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Re: Hive Query with UDF
Sam Mohamed 2012-10-18, 03:20
Finally got it to work like this:
select * from cc_details ssn_tbl right outer join ( select encrypt('850-37-8230','ssn') as ssn from cc_details limit 1) ssn_tmp on (ssn_tbl.ssn = ssn_tmp.ssn);
Sam On Oct 17, 2012, at 7:21 PM, Michael Segel <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>> wrote:
You really don't want to do that. It becomes a nightmare in that you now ship a derivative of Hive and then have to maintain it and keep it in lock step w Hive from Apache. There are other options and designs but since this is for a commercial product. I'm not going to talk about them.
Keep in mind that Hive isn't a relational database per se and works on immutable flat files. So that's going to hurt you as well.
On Oct 17, 2012, at 9:13 PM, lohit <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>> wrote:
One idea is to write your own translation layer which sits in between query and actual job submission. You would most likely end up having your own version of hive jar which has your translation changes on top of HIVE sources. This has the added advantage that users need not change their queries, they would do it as normal HIVE query, like select * from cc_details where first_name = 'Ann' Disadvantage is you have to maintain a fork.
Even otherwise, my initial guess is you might have to modify command line parser which does encrypt once instead of for every record
2012/10/17 Sam Mohamed <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>> Thanks for the quick response.
The idea is that we are selling the encryption product for customers who use HDFS. Hence, encryption is a requirement.
Any other suggestions.
Sam ________________________________________ From: Michael Segel [[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>] Sent: Wednesday, October 17, 2012 6:10 PM To: [EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]> Subject: Re: Hive Query with UDF
You don't need an UDF...
You encrypt the string 'Ann' first then use that encrypted value in the Select statement.
That should make things a bit simpler.
On Oct 17, 2012, at 8:04 PM, Sam Mohamed <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>> wrote:
> I have some encrypted data in an HDFS csv, that I've created a Hive table for, and I want to run a Hive query that first encrypts the query param, then does the lookup. I have a UDF that does encryption as follows: > > public class ParamEncrypt extends UDF { > > public Text evaluate(String name) throws Exception { > > String result = new String(); > > if (name == null) { return null; } > > result = ParamData.encrypt(name); > > return new Text(result); > } > } > > Then I run the Hive query as: > > select * from cc_details where first_name = encrypt('Ann'); > > The problem is, it's running encrypt('Ann') across every single record in the table. I want it do the encryption once, then do the matchup. I've tried: > > select * from cc_details where first_name in (select encrypt('Ann') from cc_details limit 1); > > But Hive doesn't support **IN** or select queries in the where clause. > > What can I do? > > Can I do something like: > > select encrypt('Ann') as ann from cc_details where first_name = ann; > > That also doesn't work because the query parser throws an error saying **ann** is not a known column > > Thanks, > > Sam -- Have a Nice Day! Lohit
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