Basically I have two google sheets that look something like this:
a table where people can put in their email and select what kind of foo they are using
email
foo
example#email.com
This Foo
and then another table with information about the foo
foo name
foo type
foo boolean1
foo boolean2
This Foo
String
True
True
That Foo
Number
False
True
Other Foo
String
False
False
In a Separate Sheet I'd like to have a dashboard-like view of things wherein I would have counts of various things like number of people, how many of each type of Foo, etc
Where I'm having trouble is figuring out how to pull things like "Number of people who have selected String foos" and such
like, basically i want the google-query equivalent to (in sql)
SELECT COUNT(p.*) FROM people p JOIN info i on p.foo = i.foo_name GROUP BY i.foo_type WHERE i.foo_type = 'String'
What I would be looking for is a table that looks like this:
Data
Count
Active Roster
4
String
3
Number
1
I have also seen many solutions that have complicated formulas using VLOOKUP, INDEX, MATCH, etc.
I decided to write a user function to combine tables, or as I refer to it, de-normalize the database. I wrote the function DENORMALIZE() to support INNER, LEFT, RIGHT and FULL joins. By nesting function calls one can join unlimited tables in theory.
DENORMALIZE(range1, range2, primaryKey, foreignKey, [joinType])
Parameters:
range1, the main table as a named range, a1Notation or an array
range2, the related table as a named range, a1Notation or an array
primaryKey, the unique identifier for the main table, columns start with "1"
foreignKey, the key in the related table to join to the main table, columns start with "1"
joinType, type of join, "Inner", "Left", "Right", "Full", optional and defaults to "Inner", case insensitive
Returns: results as a two dimensional array
Result Set Example:
=QUERY(denormalize("Employees","Orders",1,3), "SELECT * WHERE Col2 = 'Davolio' AND Col8=2", FALSE)
EmpID
LastName
FirstName
OrderID
CustomerID
EmpID
OrderDate
ShipperID
1
Davolio
Nancy
10285
63
1
8/20/1996
2
1
Davolio
Nancy
10292
81
1
8/28/1996
2
1
Davolio
Nancy
10304
80
1
9/12/1996
2
Other Examples:
=denormalize("Employees","Orders",1,3)
=denormalize("Employees","Orders",1,3,"full")
=QUERY(denormalize("Employees","Orders",1,3,"left"), "SELECT * ", FALSE)
=QUERY(denormalize("Employees","Orders",1,3), "SELECT * WHERE Col2 = 'Davolio'", FALSE)
=QUERY(denormalize("Employees","Orders",1,3), "SELECT * WHERE Col2 = 'Davolio' AND Col8=2", FALSE)
=denormalize("Orders","OrderDetails",1,2)
// multiple joins
=denormalize("Employees",denormalize("Orders","OrderDetails",1,2),1,3)
=QUERY(denormalize("Employees",denormalize("Orders","OrderDetails",1,2),1,3), "SELECT *", FALSE)
=denormalize(denormalize("Employees","Orders",1,3),"OrderDetails",1,2)
=QUERY(denormalize("Employees",denormalize("Orders","OrderDetails",1,2),1,3), "SELECT *", FALSE)
=QUERY(denormalize(denormalize("Employees","Orders",1,3),"OrderDetails",4,2), "SELECT *", FALSE)
function denormalize(range1, range2, primaryKey, foreignKey, joinType) {
var i = 0;
var j = 0;
var index = -1;
var lFound = false;
var aDenorm = [];
var hashtable = [];
var aRange1 = "";
var aRange2 = "";
joinType = DefaultTo(joinType, "INNER").toUpperCase();
// the 6 lines below are used for debugging
//range1 = "Employees";
//range1 = "Employees!A2:C12";
//range2 = "Orders";
//primaryKey = 1;
//foreignKey = 3;
//joinType = "LEFT";
// Sheets starts numbering columns starting with "1", arrays are zero-based
primaryKey -= 1;
foreignKey -= 1;
// check if range is not an array
if (typeof range1 !== 'object') {
// Determine if range is a1Notation and load data into an array
if (range1.indexOf(":") !== -1) {
aRange1 = ss.getRange(range1).getValues();
} else {
aRange1 = ss.getRangeByName(range1).getValues();
}
} else {
aRange1 = range1;
}
if (typeof range2 !== 'object') {
if (range2.indexOf(":") !== -1) {
aRange2 = ss.getRange(range2).getValues();
} else {
aRange2 = ss.getRangeByName(range2).getValues();
}
} else {
aRange2 = range2;
}
// make similar structured temp arrays with NULL elements
var tArray1 = MakeArray(aRange1[0].length);
var tArray2 = MakeArray(aRange2[0].length);
var lenRange1 = aRange1.length;
var lenRange2 = aRange2.length;
hashtable = getHT(aRange1, lenRange1, primaryKey);
for(i = 0; i < lenRange2; i++) {
index = hashtable.indexOf(aRange2[i][foreignKey]);
if (index !== -1) {
aDenorm.push(aRange1[index].concat(aRange2[i]));
}
}
// add left and full no matches
if (joinType == "LEFT" || joinType == "FULL") {
for(i = 0; i < lenRange1; i++) {
//index = aDenorm.indexOf(aRange1[i][primaryKey]);
index = aScan(aDenorm, aRange1[i][primaryKey], primaryKey)
if (index == -1) {
aDenorm.push(aRange1[i].concat(tArray2));
}
}
}
// add right and full no matches
if (joinType == "RIGHT" || joinType == "FULL") {
for(i = 0; i < lenRange2; i++) {
index = aScan(aDenorm, aRange2[i][foreignKey], primaryKey)
if (index == -1) {
aDenorm.push(tArray1.concat(aRange2[i]));
}
}
}
return aDenorm;
}
function getHT(aRange, lenRange, key){
var aHashtable = [];
var i = 0;
for (i=0; i < lenRange; i++ ) {
//aHashtable.push([aRange[i][key], i]);
aHashtable.push(aRange[i][key]);
}
return aHashtable;
}
function MakeArray(length) {
var i = 0;
var retArray = [];
for (i=0; i < length; i++) {
retArray.push("");
}
return retArray;
}
function DefaultTo(valueToCheck, valueToDefault) {
return typeof valueToCheck === "undefined" ? valueToDefault : valueToCheck;
}
// Search a multi-dimensional array for a value
function aScan(aValues, searchStr, searchCol) {
var retval = -1;
var i = 0;
var aLen = aValues.length;
for (i = 0; i < aLen; i++) {
if (aValues[i][searchCol] == searchStr) {
retval = i;
break;
}
}
return retval;
}
You can make a copy of the google sheet with data and examples here:
https://docs.google.com/spreadsheets/d/1vziuF8gQcsOxTLEtlcU2cgTAYL1eIaaMTAoIrAS7mnE/edit?usp=sharing
Related
I need to search for string or list of strings Snowflake table using Java API and fetch all the matching rows and display in Angular UI. I am using dynamic SQL (like operator) to generate the query using information schema. I have created this stored procedure and its working. Do we have any better approach or any architectural patterns for this particular usecase.
Based on the search option (starts/ends with) decide the start and end character to be used with Like operator
Get all the varchar,char columns from the table by joining with information schema.
Build dynamic sql with these columns.
Build the json array based on the query result.
CREATE OR REPLACE PROCEDURE SEARCH_DATA(SCHEMA_NAME VARCHAR, TABLE_NAME VARCHAR, SEARCH_OPTION VARCHAR, KEYWORDS ARRAY)
RETURNS VARIANT
LANGUAGE JAVASCRIPT
EXECUTE AS OWNER
AS '
var searchStart = "";
var searchEnd = "";
if (SEARCH_OPTION == "Starts with")
{
searchEnd = "%";
}
else if (SEARCH_OPTION == "Ends with")
{
searchStart = "%";
}
else if (SEARCH_OPTION == "Contains")
{
searchStart = "%";
searchEnd = "%";
}
// Dynamically compose the SQL statement to execute.
var sqlCommand = "select c.column_name from information_schema.COLUMNS c JOIN information_schema.TABLES T ON T.table_name = c.table_name AND T.table_schema = c.table_schema WHERE T.table_schema = ''";
sqlCommand+= SCHEMA_NAME;
sqlCommand+= "'' AND T.table_name= ''";
sqlCommand+= TABLE_NAME;
sqlCommand+= "'' AND c.data_type NOT IN (''TIMESTAMP_TZ'',''BOOLEAN'',''NUMBER'') ORDER BY ordinal_position";
// Prepare statement.
var stmt = snowflake.createStatement({ sqlText: sqlCommand });
// Execute Statement
var rs = stmt.execute();
var columnArray = [];
var columnName = "";
while (rs.next())
{
columnName = rs.getColumnValue(''COLUMN_NAME'');
columnArray.push(columnName);
}
var queryPrefix = "SELECT ''dummy''"
for(var i=0; i< columnArray.length; i++)
{
queryPrefix += "," + columnArray[i];
}
queryPrefix+= " FROM " + SCHEMA_NAME + "." + TABLE_NAME;
var query = "";
for(var j=0; j< KEYWORDS.length; j++)
{
query += queryPrefix;
query += " WHERE (1=0";
for(var i=0; i< columnArray.length; i++)
{
query += " OR "+ columnArray[i] + " LIKE ''" + searchStart + KEYWORDS[j] + searchEnd + "''";
}
query += ")";
if(j < KEYWORDS.length - 1)
query += " UNION ";
}
// Prepare statement.
stmt = snowflake.createStatement({ sqlText: query });
// Execute Statement
rs = stmt.execute();
var resultArray = [];
var row_as_json = {};
while (rs.next())
{
// Put each row in a variable of type JSON.
row_as_json = {};
// For each column in the row...
for (var i=0; i< columnArray.length; i++)
{
row_as_json[columnArray[i]] = rs.getColumnValue(columnArray[i]);
}
// Add the row to the array of rows.
resultArray.push(row_as_json);
}
return resultArray;
';
Is it possible to fasten the hide of many rows when range.length > 300 rows ?
I also can't succeed moving the focus to the top of the sheet once the rows are hidden, I can only get the focus on another sheet.
Here is my code (french parameters), I'm not sure I need to show my spreadsheet. Thank you very much.
var LastRow = sheet.getLastRow()-1;
var ToHide = [];
for (var i=1 ; i < LastRow +1 ; i++){
if ( sheet.getRange(i,1).isChecked() == null){ ToHide.push(i); }
}
for (var j=0 ; j<ToHide.length ; j++){ MyActiveSheet.hideRows(ToHide[j+1],1); }
ToHide.forEach(function (d){ FeuilleActive.hideRows(d); }); // also tried .hideRows(d,1)
SpreadsheetApp.getActive().getSheets()[5].getRange(1,1).activate(); //
To lessen the number of loops, you can ​group it by determining the series of consecutive numbers in your Array. Which you can use to determine the index and number of rows to hide. The number of .hideRows() execution will be determined by the number of series in your array. Thus, lesser runtime.
Example Code:
function myFunction() {
var a = [1,2,3,4,6,7,8,9,11,13,14];
const result = a.reduce((r, n) => {
const lastSubArray = r[r.length - 1];
if(!lastSubArray || lastSubArray[lastSubArray.length - 1] !== n - 1) {
r.push([]);
}
r[r.length - 1].push(n);
return r;
}, []);
//result output: [[1.0, 2.0, 3.0, 4.0], [6.0, 7.0, 8.0, 9.0], [11.0], [13.0, 14.0]]
result.forEach(e => {
var index = e[0];
var numRows = e.length;
Logger.log("Index: "+ index);
Logger.log("numRows: "+numRows);
// MyActiveSheet.hideRows(index,numRows);
})
}
Output:
References:
Ori Drori answer on how to group series of consecutive numbers in an Array.
hideRows(rowIndex, numRows)
Actually i am comparing two data tables. data table1 have the columns called EmployeeNo, IC.data table1 have the columns called EmployeeNo, IC and RelationID . So if the IC value in the second data table is empty, i can replace the IC value from data table1 only if the EmployeeNo of both table matches.
var Check = child.MemberIC;
if (Check == "" || Check.Length < 12)
{
foreach (DataRow row1 in dataTable.Rows)
{
foreach (DataRow row2 in dataTable1.Rows)
{
if (row1["EmployeeNo"].ToString() == row2["EmployeeNo"].ToString())
{
var ss = row1["MemberIc"].ToString();
if (row2["RelationId"].ToString() == "4")
{
newRow1["MemberIC"] = ss + "C"; **//How can i add the counter value with this value (ss + "C").**
}
else
{
newRow1["MemberIC"] = ss + "S";
}
}
}
}
}
So, How can i add the counter values with the Member IC. Lets say if i have two same employeeID in data table 2 with empty MemberIC. So when i copy the MemberIC value from data table 1. The 1st row of data table 2 MemberIC value will be like ss + "C"+counter and The 2nd row of data table 2 MemberIC value will be like ss + "C"+counter++
Any help appreciated. Thanks in advance !!!
You can try following logic to add counter...
If you only want to add counter if there are more than 1 matching records.. try following
var Check = child.MemberIC;
if (Check == "" || Check.Length < 12)
{
foreach (DataRow row1 in dataTable.Rows)
{
var counter = 0;
var matchingRows =
dataTable1.Select()
.Count(r=> r["EmployeeNo"].ToString() == row1["EmployeeNo"].ToString());
if(matchingRows > 1)
counter +=1;
foreach (DataRow row2 in dataTable1.Rows)
{
if (row1["EmployeeNo"].ToString() == row2["EmployeeNo"].ToString())
{
var ss = row1["MemberIc"].ToString();
if (row2["RelationId"].ToString() == "4")
{
var memberIC = ss + "C" + (counter > 0 ? counter : "");
newRow1["MemberIC"] = memberIC ; **//How can i add the counter value with this value (ss + "C").**
}
else
{
newRow1["MemberIC"] = ss + "S";
}
if(counter > 0)
counter++;
}
}
}
}
How to sort the items within each stacking column? Asc or desc.
Each series added to a chart is drawn on the chart in the order it was received. To change the order of the chart series you will need to change which series is the first in your list of series items.
That being said - what I think you want to do is to, independently of the series order, sort on each stack by value. I do not think this is possible in HighCharts.
You can only set global index of serie, but you cannot position each single "stack".
http://api.highcharts.com/highcharts#series.index
You may use the script below to sort the Stacked Chart Bars by category name.
var sortData = function(chartSource) {
var series = chartSource.series;
var axis = chartSource.xAxis[0];
var categories = [];
if($.isArray(series)) {
var ser =
$.grep(series, function(ser, seriesIndex)
{
return ser.visible;
})[0];
$.each(ser.data,
function(dataIndex, datum)
{
console.log(datum.category + ':' + datum.stackTotal);
var obj = {
name: datum.category,
index: dataIndex,
stackTotal: datum.stackTotal
}
categories.push(obj);
}
);
}
categories.sort(function(a, b) {
var aName = a.name.toLowerCase();
var bName = b.name.toLowerCase();
var aTotal = a.stackTotal;
var bTotal = b.stackTotal;
//if(aTotal === bTotal) {
return ((aName < bName) ? -1 : ((aName > bName) ? 1 : 0));
//} else {
// return ((aTotal > bTotal) ? -1 : ((aTotal < bTotal) ? 1 : 0));
//}
});
var mappedIndex = $.map(categories, function(category, index) {
return category.index;
});
categories = $.map(categories, function(category, index) {
return category.name;
});
console.log(categories);
console.log(mappedIndex);
axis.setCategories(categories);
var newDataArray = [];
$.each(series, function(seriesIndex, ser) {
newDataArray = [];
var data = $.map(mappedIndex, function(mappedIndex2, origIndex) {
var ydata = ser.data[mappedIndex2];
if(ydata.y!=null){
var y = ydata.y
newDataArray.push(y);
return y;
}
else
{
newDataArray.push(null);
return null;
}
});
ser.setData(newDataArray);
});
};
How can I compute a MD5 or SHA1 hash of text in a specific cell and set it to another cell in Google Spreadsheet?
Is there a formula like =ComputeMD5(A1) or =ComputeSHA1(A1)?
Or is it possible to write custom formula for this? How?
Open Tools > Script Editor then paste the following code:
function MD5 (input) {
var rawHash = Utilities.computeDigest(Utilities.DigestAlgorithm.MD5, input);
var txtHash = '';
for (i = 0; i < rawHash.length; i++) {
var hashVal = rawHash[i];
if (hashVal < 0) {
hashVal += 256;
}
if (hashVal.toString(16).length == 1) {
txtHash += '0';
}
txtHash += hashVal.toString(16);
}
return txtHash;
}
Save the script after that and then use the MD5() function in your spreadsheet while referencing a cell.
This script is based on Utilities.computeDigest() function.
Thanks to gabhubert for the code.
This is the SHA1 version of that code (very simple change)
function GetSHA1(input) {
var rawHash = Utilities.computeDigest(Utilities.DigestAlgorithm.SHA_1, input);
var txtHash = '';
for (j = 0; j <rawHash.length; j++) {
var hashVal = rawHash[j];
if (hashVal < 0)
hashVal += 256;
if (hashVal.toString(16).length == 1)
txtHash += "0";
txtHash += hashVal.toString(16);
}
return txtHash;
}
Ok, got it,
Need to create custom function as explained in
http://code.google.com/googleapps/appsscript/articles/custom_function.html
And then use the apis as explained in
http://code.google.com/googleapps/appsscript/service_utilities.html
I need to handtype the complete function name so that I can see the result in the cell.
Following is the sample of the code that gave base 64 encoded hash of the text
function getBase64EncodedMD5(text)
{
return Utilities.base64Encode( Utilities.computeDigest(Utilities.DigestAlgorithm.MD5, text));
}
The difference between this solution and the others is:
It fixes an issue some of the above solution have with offsetting the output of Utilities.computeDigest (it offsets by 128 instead of 256)
It fixes an issue that causes some other solutions to produce the same hash for different inputs by calling JSON.stringify() on input before passing it to Utilities.computeDigest()
function MD5(input) {
var result = "";
var byteArray = Utilities.computeDigest(Utilities.DigestAlgorithm.MD5, JSON.stringify(input));
for (i=0; i < byteArray.length; i++) {
result += (byteArray[i] + 128).toString(16) + "-";
}
result = result.substring(result, result.length - 1); // remove trailing dash
return result;
}
to get hashes for a range of cells, add this next to gabhubert's function:
function RangeGetMD5Hash(input) {
if (input.map) { // Test whether input is an array.
return input.map(GetMD5Hash); // Recurse over array if so.
} else {
return GetMD5Hash(input)
}
}
and use it in cell this way:
=RangeGetMD5Hash(A5:X25)
It returns range of same dimensions as source one, values will spread down and right from cell with formulae.
It's universal single-value-function to range-func conversion method (ref), and it's way faster than separate formuleas for each cell; in this form, it also works for single cell, so maybe it's worth to rewrite source function this way.
Based on #gabhubert but using array operations to get the hexadecimal representation
function sha(str){
return Utilities
.computeDigest(Utilities.DigestAlgorithm.SHA_1, str) // string to digested array of integers
.map(function(val) {return val<0? val+256 : val}) // correct the offset
.map(function(val) {return ("00" + val.toString(16)).slice(-2)}) // add padding and enconde
.join(''); // join in a single string
}
Using #gabhubert answer, you could do this, if you want to get the results from a whole row. From the script editor.
function GetMD5Hash(value) {
var rawHash = Utilities.computeDigest(Utilities.DigestAlgorithm.MD5, value);
var txtHash = '';
for (j = 0; j <rawHash.length; j++) {
var hashVal = rawHash[j];
if (hashVal < 0)
hashVal += 256;
if (hashVal.toString(16).length == 1)
txtHash += "0";
txtHash += hashVal.toString(16);
}
return txtHash;
}
function straightToText() {
var ss = SpreadsheetApp.getActiveSpreadsheet().getSheets();
var r = 1;
var n_rows = 9999;
var n_cols = 1;
var column = 1;
var sheet = ss[0].getRange(r, column, n_rows, ncols).getValues(); // get first sheet, a1:a9999
var results = [];
for (var i = 0; i < sheet.length; i++) {
var hashmd5= GetMD5Hash(sheet[i][0]);
results.push(hashmd5);
}
var dest_col = 3;
for (var j = 0; j < results.length; j++) {
var row = j+1;
ss[0].getRange(row, dest_col).setValue(results[j]); // write output to c1:c9999 as text
}
}
And then, from the Run menu, just run the function straightToText() so you can get your result, and elude the too many calls to a function error.
I was looking for an option that would provide a shorter result. What do you think about this? It only returns 4 characters. The unfortunate part is that it uses i's and o's which can be confused for L's and 0's respectively; with the right font and in caps it wouldn't matter much.
function getShortMD5Hash(input) {
var rawHash = Utilities.computeDigest(Utilities.DigestAlgorithm.MD5, input);
var txtHash = '';
for (j = 0; j < 16; j += 8) {
hashVal = (rawHash[j] + rawHash[j+1] + rawHash[j+2] + rawHash[j+3]) ^ (rawHash[j+4] + rawHash[j+5] + rawHash[j+6] + rawHash[j+7])
if (hashVal < 0)
hashVal += 1024;
if (hashVal.toString(36).length == 1)
txtHash += "0";
txtHash += hashVal.toString(36);
}
return txtHash.toUpperCase();
}
I needed to get a hash across a range of cells, so I run it like this:
function RangeSHA256(input)
{
return Array.isArray(input) ?
input.map(row => row.map(cell => SHA256(cell))) :
SHA256(input);
}