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comparison reporting -- technique suggestions?

hello,

i have been given a challenging project at my org.

i work on an inventory management web application -- keeping tracking
of parts assigned to projects. in the past, i built an in-house ASP.NET
reporting system. just your standard stuff -- user clicks on a report,
the page executes a pre-defined SQL query, a dataset is formed and
bound to a data repeater. that works well for us. and using some nifty
CSS, my reports look good on screen & on paper.

now, however, my users would like....compari son reports. with
comparison reporting, theyd like the ability to:
a) take a "snapshot" of a given live report, storing it for later
b) compare a given report to one of the previously-stored snapshots

the mechanism for this would ideally show them a screen of three sets
of data:

- new rows (parts added since the referenced snapshot)
- deleted rows (parts that existed in the snapshot, but dont now)
- changed rows (parts that existed in the snapshot, but have at
least one different column)

ideally, theyd like a technique that can be used generically for any of
our current or future reports (but limited, of course, to
same-report-type comparisons).
....some tall order -- this is nothing ive ever attempted before. a few
ideas came to mind for doing this:
1) when a user takes a snapshot, the dataset is serialized into text,
and dumped into a CLOB in the db. when the user later does a
comparison, the desired CLOB is restored into a dataset. then code must
be written to enumerate and evaluate the tables. rows matching one of
the categories must be inserted into new a "results" dataset
(consisting of the 3 tables for new/deleted/changed rows).

2) alternatively, some sort of "history" could be implemented on our
tables on the (Oracle) backend -- like triggers that update new history
tables, that log changes. then some means of comparing present-day data
to the history tables must be devised.

3) investigate a 3rd-party reporting package that offers this ability.
as i mentioned, ive never set about this particular task in my years of
..net web apps. no idea on how it can or should be done.

can anyone point me to references, or suggest possible solutions?

thanks!
matt

Oct 18 '06 #1
7 1798
Save the result set (history table?) and tag it rather than the actual
report. You can reproduce the original report using that data or a
comparison report against a new tagged set of data. It will be easier to
drill through the data and add a variety of comparison metrics. If you save
the rendered report, you can compare with a newly rendered report, but your
ability to slice and dice will be hindered until you turn it back into raw
data again.

--
Gregory A. Beamer
MVP; MCP: +I, SE, SD, DBA
http://gregorybeamer.spaces.live.com

*************** *************** *************** ****
Think outside of the box!
*************** *************** *************** ****
<ma**@mailinato r.comwrote in message
news:11******** **************@ e3g2000cwe.goog legroups.com...
hello,

i have been given a challenging project at my org.

i work on an inventory management web application -- keeping tracking
of parts assigned to projects. in the past, i built an in-house ASP.NET
reporting system. just your standard stuff -- user clicks on a report,
the page executes a pre-defined SQL query, a dataset is formed and
bound to a data repeater. that works well for us. and using some nifty
CSS, my reports look good on screen & on paper.

now, however, my users would like....compari son reports. with
comparison reporting, theyd like the ability to:
a) take a "snapshot" of a given live report, storing it for later
b) compare a given report to one of the previously-stored snapshots

the mechanism for this would ideally show them a screen of three sets
of data:

- new rows (parts added since the referenced snapshot)
- deleted rows (parts that existed in the snapshot, but dont now)
- changed rows (parts that existed in the snapshot, but have at
least one different column)

ideally, theyd like a technique that can be used generically for any of
our current or future reports (but limited, of course, to
same-report-type comparisons).
...some tall order -- this is nothing ive ever attempted before. a few
ideas came to mind for doing this:
1) when a user takes a snapshot, the dataset is serialized into text,
and dumped into a CLOB in the db. when the user later does a
comparison, the desired CLOB is restored into a dataset. then code must
be written to enumerate and evaluate the tables. rows matching one of
the categories must be inserted into new a "results" dataset
(consisting of the 3 tables for new/deleted/changed rows).

2) alternatively, some sort of "history" could be implemented on our
tables on the (Oracle) backend -- like triggers that update new history
tables, that log changes. then some means of comparing present-day data
to the history tables must be devised.

3) investigate a 3rd-party reporting package that offers this ability.
as i mentioned, ive never set about this particular task in my years of
.net web apps. no idea on how it can or should be done.

can anyone point me to references, or suggest possible solutions?

thanks!
matt

Oct 19 '06 #2
hi greg,

Cowboy (Gregory A. Beamer) wrote:
If you save
the rendered report, you can compare with a newly rendered report, but your
ability to slice and dice will be hindered until you turn it back into raw
data again.
perhaps i didnt make Idea 1 clear. i wouldnt save the *rendered* report
(html, css, etc); only it's underlying datasource -- ie, taking the
dataset that im binding from, and serializing it (binary) into
characters for storage in the db as a giant CLOB (in a table like
"HistoricSnapsh ots"). then deserializing it later when its called on as
a comparison point.
Save the result set (history table?) and tag it rather than the actual
report.
what do you mean by "tag it"?
thanks!
matt

Oct 19 '06 #3

m...@mailinator .com wrote:
(html, css, etc); only it's underlying datasource -- ie, taking the
dataset that im binding from, and serializing it (binary) into
characters for storage in the db as a giant CLOB
tho i am assuming i can do this to a dataset in v1.1. never tried it
before!
matt

Oct 19 '06 #4
any other ideas or suggestions, folks?

thanks!
matt

Oct 23 '06 #5
Have you considered using a wiki? They natively support versioning.

failing that.....

you basically need a diff display,
you can't do that with either the whole previous document stored somewhere,
or if each item on a snapshot can maintain a unique identifier
then it is very easy to use SQL and just keep versions.

But when it comes to parts lists there isn't a whole lot of experience out there with
"In Process" identifiers being different than "balloon numbers" on drawings or part numbers
on exploded views.

Anyways if you can save versions AND maintain unique line item identifiers you can actually use a simple
list view to display the delta(diff).
I did one with two list views as version pickers and one list view as the DIFF display
Then call a stored procedure that accepts as parameters a @leftversion and @rightversion

CREATE PROC tool_Get_Bom_Ve rsions_for_Diff
(@leftversion int = 1, @rightversion int = 1, @sono varchar(6) = 'C9999')

AS SET NOCOUNT ON
-- DECLARE @leftversion int
-- DECLARE @rightversion int
-- DECLARE @sono varchar(6)
-- SET @leftversion = 10
-- SET @rightversion = 11
-- SET @sono = 'C2729'

SELECT
externalballoon ,
CASE WHEN laguid is null OR raguid is null THEN 1
ELSE 0
END
as deleteaddflag,
CASE WHEN lprocess <rprocess THEN 1
ELSE 0
END
as processmodified ,
CASE WHEN lqty <rqty THEN 1
ELSE 0
END as qtymodified,
CASE WHEN lpartno <rpartno THEN 1
ELSE 0
END as partnomodified,
CASE WHEN lpartnodesc <rpartnodesc THEN 1
ELSE 0
END as partnodescmodif ied,
CASE WHEN lneeddate <rneeddate THEN 1
ELSE 0
END as needdatemodifie d,
lprocess, lqty, lpartno, lpartnodesc, CONVERT(char(10 ),lneeddate, 101) as lneeddate, laguid,
rprocess, rqty, rpartno, rpartnodesc, convert(char(10 ),rneeddate, 101) as rneeddate, raguid
FROM
(
SELECT Z.externalballo on,
Y.process as lprocess, Y.qty as lqty, Y.partno as lpartno, Y.partnodesc as lpartnodesc, Y.needdate as lneeddate, Y.aguid as laguid,
X.process as rprocess, X.qty as rqty, X.partno as rpartno, X.partnodesc as rpartnodesc, X.needdate as rneeddate, X.aguid as raguid
FROM
(
SELECT B.externalballo on from engversion A
INNER JOIN engboms B
ON A.aguid = B.aguid
WHERE B.sono = @sono
AND
A.bomversion = @leftversion

UNION

SELECT B.externalballo on from engversion A
INNER JOIN engboms B
ON A.aguid = B.aguid
WHERE B.sono = @sono
AND
A.bomversion = @rightversion
)
Z
LEFT JOIN
(
SELECT B.externalballo on, B.process, B.qty, B.partno, B.partnodesc, B.needdate, B.aguid from engversion A
INNER JOIN engboms B
ON A.aguid = B.aguid
WHERE B.sono = @sono
AND
A.bomversion = @leftversion
)
Y
ON
Z.externalballo on = Y.externalballo on
LEFT JOIN
(
SELECT B.externalballo on, B.process, B.qty, B.partno, B.partnodesc, B.needdate, B.aguid from engversion A
INNER JOIN engboms B
ON A.aguid = B.aguid
WHERE B.sono = @sono
AND
A.bomversion = @rightversion
)
X
ON
Z.externalballo on = X.externalballo on
)
J
The idea is to include a double wide result set, the Y and Z alias tables where Z is the In process unique ID.
Then across all the In process unique ID's in BOTH versions, do a conditional comparison for each column that represents
an attribute of that part. Then each row has a binary flag that represents a change has happened across that attribute.

then in the Windows form
a click to display
which sets up the call to the double wide result set and
sets the grid display iteratively.
then bild a lillte legend with some labels at the bottom that explain what each little colored cell means
like deleted, or qty change etc.
private void uxbtnCADBOMVers ionDiffCompare_ Click(object sender, System.EventArg s e)
{
//tool_Get_CadBom _Versions_for_D iff

int leftaguid = 0;
int rightaguid = 0;
if (uxlistviewCADB OMVersionDiffLe ftPicker.Select edItems.Count == 0 || uxlistviewCADBO MVersionDiffRig htPicker.Select edItems.Count
== 0)
{
MessageBox.Show ("highlight two versions...\n\n ...one in each list");
}
else
{
leftaguid = Convert.ToInt32 (uxlistviewCADB OMVersionDiffLe ftPicker.Select edItems[0].Text.ToString( ));
Debug.WriteLine (leftaguid);
rightaguid = Convert.ToInt32 (uxlistviewCADB OMVersionDiffRi ghtPicker.Selec tedItems[0].Text.ToString( ));
Debug.WriteLine (rightaguid);
uxlistviewCADBO MVersionDiff.It ems.Clear();
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Parameters["@sono"].Value = bomroot.strsono ;
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Parameters["@leftversi on"].Value = leftaguid;
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Parameters["@rightvers ion"].Value = rightaguid;
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Connection.Ope n();
System.Data.Sql Client.SqlDataR eader dr =
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .ExecuteReader( CommandBehavior .CloseConnectio n);
DataUtils.DataR eaderAdapter dra = new DataUtils.DataR eaderAdapter();
DataTable dtDiff = new DataTable();
dra.FillFromRea der(dtDiff,dr);
dr.Close();

if (cadbomsProcs.c md_Get_CadBom_V ersions_for_Dif f.Connection.St ate.ToString() == "Open")
{
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Connection.Clo se();
}
foreach(DataRow row in dtDiff.Rows)
{
ListViewItem item4 = new ListViewItem(ro w["xxxID"].ToString());
item4.UseItemSt yleForSubItems = false;
item4.SubItems. Add(row["lprocess"].ToString());
item4.SubItems. Add(row["lqty"].ToString());
item4.SubItems. Add(row["lpartno"].ToString());
item4.SubItems. Add(row["lpartnodes c"].ToString());
item4.SubItems. Add(row["lneeddate"].ToString());
item4.SubItems. Add("-");
item4.SubItems. Add(row["rprocess"].ToString());
item4.SubItems. Add(row["rqty"].ToString());
item4.SubItems. Add(row["rpartno"].ToString());
item4.SubItems. Add(row["rpartnodes c"].ToString());
item4.SubItems. Add(row["rneeddate"].ToString());

if(row["deleteflag "].ToString() == "1")
{
item4.SubItems[0].BackColor = Color.Red;
item4.SubItems[6].BackColor = Color.Red;
}

if(row["addflag"].ToString() == "1")
{
item4.SubItems[0].BackColor = Color.Red;
item4.SubItems[6].BackColor = Color.Red;
}

if(row["processmodifie d"].ToString() == "1")
{
item4.SubItems[1].BackColor = Color.LightGree n;
item4.SubItems[7].BackColor = Color.LightGree n;
}

if(row["qtymodifie d"].ToString() == "1")
{
//item4.BackColor = Color.LightBlue ;
item4.SubItems[2].BackColor = Color.LightBlue ;
item4.SubItems[8].BackColor = Color.LightBlue ;
}

if(row["partnomodified "].ToString() == "1")
{
item4.SubItems[3].BackColor = Color.HotPink;
item4.SubItems[9].BackColor = Color.HotPink;
}

if(row["partnodescmodi fied"].ToString() == "1")
{
item4.SubItems[4].BackColor = Color.LightPink ;
item4.SubItems[10].BackColor = Color.LightPink ;
}

if(row["needdatemodifi ed"].ToString() == "1")
{
item4.SubItems[5].BackColor = Color.Yellow;
item4.SubItems[11].BackColor = Color.Yellow;
}
uxlistviewCADBO MVersionDiff.It ems.Add(item4);
}
}
}

Maybe this can give you some ideas, But keep in mind. as the parts list changes over time, each line item
has to be unique. That can be done only two ways.
With multiple whole documents where line position and content
define it, That is exactly what the diff view in Visual Source Safe displays to you.
OR
by making a commitment that once a line item is included on a parts list it has it's own identity forever.
Subsequent versions of that parts list can then be compared.






<ma**@mailinato r.comwrote in message news:11******** **************@ e3g2000cwe.goog legroups.com...
any other ideas or suggestions, folks?

thanks!
matt

Oct 23 '06 #6
oops - you can't do that with either the whole previous document stored somewher
should be you CAN do that

"John Sitka" <jo*******@REMO VEhotmail.comwr ote in message news:ei******** ******@TK2MSFTN GP05.phx.gbl...
Have you considered using a wiki? They natively support versioning.

failing that.....

you basically need a diff display,
you can't do that with either the whole previous document stored somewhere,
or if each item on a snapshot can maintain a unique identifier
then it is very easy to use SQL and just keep versions.

But when it comes to parts lists there isn't a whole lot of experience out there with
"In Process" identifiers being different than "balloon numbers" on drawings or part numbers
on exploded views.

Anyways if you can save versions AND maintain unique line item identifiers you can actually use a simple
list view to display the delta(diff).
I did one with two list views as version pickers and one list view as the DIFF display
Then call a stored procedure that accepts as parameters a @leftversion and @rightversion

CREATE PROC tool_Get_Bom_Ve rsions_for_Diff
(@leftversion int = 1, @rightversion int = 1, @sono varchar(6) = 'C9999')

AS SET NOCOUNT ON
-- DECLARE @leftversion int
-- DECLARE @rightversion int
-- DECLARE @sono varchar(6)
-- SET @leftversion = 10
-- SET @rightversion = 11
-- SET @sono = 'C2729'

SELECT
externalballoon ,
CASE WHEN laguid is null OR raguid is null THEN 1
ELSE 0
END
as deleteaddflag,
CASE WHEN lprocess <rprocess THEN 1
ELSE 0
END
as processmodified ,
CASE WHEN lqty <rqty THEN 1
ELSE 0
END as qtymodified,
CASE WHEN lpartno <rpartno THEN 1
ELSE 0
END as partnomodified,
CASE WHEN lpartnodesc <rpartnodesc THEN 1
ELSE 0
END as partnodescmodif ied,
CASE WHEN lneeddate <rneeddate THEN 1
ELSE 0
END as needdatemodifie d,
lprocess, lqty, lpartno, lpartnodesc, CONVERT(char(10 ),lneeddate, 101) as lneeddate, laguid,
rprocess, rqty, rpartno, rpartnodesc, convert(char(10 ),rneeddate, 101) as rneeddate, raguid
FROM
(
SELECT Z.externalballo on,
Y.process as lprocess, Y.qty as lqty, Y.partno as lpartno, Y.partnodesc as lpartnodesc, Y.needdate as lneeddate, Y.aguid as
laguid,
X.process as rprocess, X.qty as rqty, X.partno as rpartno, X.partnodesc as rpartnodesc, X.needdate as rneeddate, X.aguid as raguid
FROM
(
SELECT B.externalballo on from engversion A
INNER JOIN engboms B
ON A.aguid = B.aguid
WHERE B.sono = @sono
AND
A.bomversion = @leftversion

UNION

SELECT B.externalballo on from engversion A
INNER JOIN engboms B
ON A.aguid = B.aguid
WHERE B.sono = @sono
AND
A.bomversion = @rightversion
)
Z
LEFT JOIN
(
SELECT B.externalballo on, B.process, B.qty, B.partno, B.partnodesc, B.needdate, B.aguid from engversion A
INNER JOIN engboms B
ON A.aguid = B.aguid
WHERE B.sono = @sono
AND
A.bomversion = @leftversion
)
Y
ON
Z.externalballo on = Y.externalballo on
LEFT JOIN
(
SELECT B.externalballo on, B.process, B.qty, B.partno, B.partnodesc, B.needdate, B.aguid from engversion A
INNER JOIN engboms B
ON A.aguid = B.aguid
WHERE B.sono = @sono
AND
A.bomversion = @rightversion
)
X
ON
Z.externalballo on = X.externalballo on
)
J
The idea is to include a double wide result set, the Y and Z alias tables where Z is the In process unique ID.
Then across all the In process unique ID's in BOTH versions, do a conditional comparison for each column that represents
an attribute of that part. Then each row has a binary flag that represents a change has happened across that attribute.

then in the Windows form
a click to display
which sets up the call to the double wide result set and
sets the grid display iteratively.
then bild a lillte legend with some labels at the bottom that explain what each little colored cell means
like deleted, or qty change etc.
private void uxbtnCADBOMVers ionDiffCompare_ Click(object sender, System.EventArg s e)
{
//tool_Get_CadBom _Versions_for_D iff

int leftaguid = 0;
int rightaguid = 0;
if (uxlistviewCADB OMVersionDiffLe ftPicker.Select edItems.Count == 0 || uxlistviewCADBO MVersionDiffRig htPicker.Select edItems.Count
== 0)
{
MessageBox.Show ("highlight two versions...\n\n ...one in each list");
}
else
{
leftaguid = Convert.ToInt32 (uxlistviewCADB OMVersionDiffLe ftPicker.Select edItems[0].Text.ToString( ));
Debug.WriteLine (leftaguid);
rightaguid = Convert.ToInt32 (uxlistviewCADB OMVersionDiffRi ghtPicker.Selec tedItems[0].Text.ToString( ));
Debug.WriteLine (rightaguid);
uxlistviewCADBO MVersionDiff.It ems.Clear();
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Parameters["@sono"].Value = bomroot.strsono ;
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Parameters["@leftversi on"].Value = leftaguid;
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Parameters["@rightvers ion"].Value = rightaguid;
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Connection.Ope n();
System.Data.Sql Client.SqlDataR eader dr =
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .ExecuteReader( CommandBehavior .CloseConnectio n);
DataUtils.DataR eaderAdapter dra = new DataUtils.DataR eaderAdapter();
DataTable dtDiff = new DataTable();
dra.FillFromRea der(dtDiff,dr);
dr.Close();

if (cadbomsProcs.c md_Get_CadBom_V ersions_for_Dif f.Connection.St ate.ToString() == "Open")
{
cadbomsProcs.cm d_Get_CadBom_Ve rsions_for_Diff .Connection.Clo se();
}
foreach(DataRow row in dtDiff.Rows)
{
ListViewItem item4 = new ListViewItem(ro w["xxxID"].ToString());
item4.UseItemSt yleForSubItems = false;
item4.SubItems. Add(row["lprocess"].ToString());
item4.SubItems. Add(row["lqty"].ToString());
item4.SubItems. Add(row["lpartno"].ToString());
item4.SubItems. Add(row["lpartnodes c"].ToString());
item4.SubItems. Add(row["lneeddate"].ToString());
item4.SubItems. Add("-");
item4.SubItems. Add(row["rprocess"].ToString());
item4.SubItems. Add(row["rqty"].ToString());
item4.SubItems. Add(row["rpartno"].ToString());
item4.SubItems. Add(row["rpartnodes c"].ToString());
item4.SubItems. Add(row["rneeddate"].ToString());

if(row["deleteflag "].ToString() == "1")
{
item4.SubItems[0].BackColor = Color.Red;
item4.SubItems[6].BackColor = Color.Red;
}

if(row["addflag"].ToString() == "1")
{
item4.SubItems[0].BackColor = Color.Red;
item4.SubItems[6].BackColor = Color.Red;
}

if(row["processmodifie d"].ToString() == "1")
{
item4.SubItems[1].BackColor = Color.LightGree n;
item4.SubItems[7].BackColor = Color.LightGree n;
}

if(row["qtymodifie d"].ToString() == "1")
{
//item4.BackColor = Color.LightBlue ;
item4.SubItems[2].BackColor = Color.LightBlue ;
item4.SubItems[8].BackColor = Color.LightBlue ;
}

if(row["partnomodified "].ToString() == "1")
{
item4.SubItems[3].BackColor = Color.HotPink;
item4.SubItems[9].BackColor = Color.HotPink;
}

if(row["partnodescmodi fied"].ToString() == "1")
{
item4.SubItems[4].BackColor = Color.LightPink ;
item4.SubItems[10].BackColor = Color.LightPink ;
}

if(row["needdatemodifi ed"].ToString() == "1")
{
item4.SubItems[5].BackColor = Color.Yellow;
item4.SubItems[11].BackColor = Color.Yellow;
}
uxlistviewCADBO MVersionDiff.It ems.Add(item4);
}
}
}

Maybe this can give you some ideas, But keep in mind. as the parts list changes over time, each line item
has to be unique. That can be done only two ways.
With multiple whole documents where line position and content
define it, That is exactly what the diff view in Visual Source Safe displays to you.
OR
by making a commitment that once a line item is included on a parts list it has it's own identity forever.
Subsequent versions of that parts list can then be compared.






<ma**@mailinato r.comwrote in message news:11******** **************@ e3g2000cwe.goog legroups.com...
>any other ideas or suggestions, folks?

thanks!
matt


Oct 24 '06 #7
On 23 Oct 2006 09:53:55 -0700, ma**@mailinator .com wrote:
>any other ideas or suggestions, folks?
- from original post -
now, however, my users would like....compari son reports. with
comparison reporting, theyd like the ability to:

a) take a "snapshot" of a given live report, storing it for later
b) compare a given report to one of the previously-stored snapshots

the mechanism for this would ideally show them a screen of three sets
of data:

- new rows (parts added since the referenced snapshot)
- deleted rows (parts that existed in the snapshot, but dont now)
- changed rows (parts that existed in the snapshot, but have at
least one different column)

ideally, theyd like a technique that can be used generically for any
of our current or future reports (but limited, of course, to
same-report-type comparisons).
- end -

First of all I see one pretty obvious gotcha to avoid. There is an
assumption all comparisons will be done again previously generated
reports. At some point someone will want to create 'live' report for a
previous date and then compare that to the current live report.

The task sounds similar to the revision history a source control tool
might keep.

- from original post -
2) alternatively, some sort of "history" could be implemented on our
tables on the (Oracle) backend -- like triggers that update new
history tables, that log changes. then some means of comparing
present-day data to the history tables must be devised.
- end -

You might consider parallel table(s) to track the revisions,
deletions, etc. The parallel table would have some extra fields for
things like the date the record was put in the table. Then using some
SQL-magic a live report could be created for any historical date.

regards
A.G.
Oct 24 '06 #8

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i had the pleasure to read the PHP's manual today. http://www.php.net/manual/en/ although Pretty Home Page is another criminal hack of the unix lineage, but if we are here to judge the quality of its documentation, it is a impeccability. it has or possesses properties of:
6
3659
by: Bob Alston | last post by:
I am looking for Access reporting add-in that would be easy to use by end users. My key focus is on selection criteria. I am very happy with the Access report writer capabilities. As far as development of reports, it is certainly fine in my book. But for end-users, with little experience or training, it would be nice to have an easy way...
7
13528
by: bcutting | last post by:
I am looking for a way to take a large number of images and find matches among them. These images may not be exact replicas. Images may have been resized, cropped, faded, color corrected, etc. Approach 1 Programmatically extract the information (such as Eigen Vectors/Eigen Spaces) and store them in a database. Then apply a comparison...
2
1966
by: petermichaux | last post by:
Hi, It seems like determining element position in a web page is a difficult task. In the position reporting source code I've looked at there are special fixes for at least some versions of Safari and Opera. I am doing a lot of dragdrop experimentation and in some situations need a position reporting function. The function doesn't need to...
1
2401
by: YellowfinTeam | last post by:
Marketplace: Yellowfin reporting 3.1 with BIRT Integration Yellowfin is proud to announce the release of 3.1. The major theme of this release is enhanced integration capability. We have introduced a range of new web services and authentication processes that allows for Yellowfin to be integrated into any environment with ease. These...
0
7664
marktang
by: marktang | last post by:
ONU (Optical Network Unit) is one of the key components for providing high-speed Internet services. Its primary function is to act as an endpoint device located at the user's premises. However, people are often confused as to whether an ONU can Work As a Router. In this blog post, we’ll explore What is ONU, What Is Router, ONU & Router’s main...
0
7583
by: Hystou | last post by:
Most computers default to English, but sometimes we require a different language, especially when relocating. Forgot to request a specific language before your computer shipped? No problem! You can effortlessly switch the default language on Windows 10 without reinstalling. I'll walk you through it. First, let's disable language...
0
8106
jinu1996
by: jinu1996 | last post by:
In today's digital age, having a compelling online presence is paramount for businesses aiming to thrive in a competitive landscape. At the heart of this digital strategy lies an intricately woven tapestry of website design and digital marketing. It's not merely about having a website; it's about crafting an immersive digital experience that...
1
7638
by: Hystou | last post by:
Overview: Windows 11 and 10 have less user interface control over operating system update behaviour than previous versions of Windows. In Windows 11 and 10, there is no way to turn off the Windows Update option using the Control Panel or Settings app; it automatically checks for updates and installs any it finds, whether you like it or not. For...
0
3642
by: TSSRALBI | last post by:
Hello I'm a network technician in training and I need your help. I am currently learning how to create and manage the different types of VPNs and I have a question about LAN-to-LAN VPNs. The last exercise I practiced was to create a LAN-to-LAN VPN between two Pfsense firewalls, by using IPSEC protocols. I succeeded, with both firewalls in...
0
3626
by: adsilva | last post by:
A Windows Forms form does not have the event Unload, like VB6. What one acts like?
1
2082
by: 6302768590 | last post by:
Hai team i want code for transfer the data from one system to another through IP address by using C# our system has to for every 5mins then we have to update the data what the data is updated we have to send another system
1
1198
muto222
by: muto222 | last post by:
How can i add a mobile payment intergratation into php mysql website.
0
923
bsmnconsultancy
by: bsmnconsultancy | last post by:
In today's digital era, a well-designed website is crucial for businesses looking to succeed. Whether you're a small business owner or a large corporation in Toronto, having a strong online presence can significantly impact your brand's success. BSMN Consultancy, a leader in Website Development in Toronto offers valuable insights into creating...

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