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  • how to prune data set?

    - by sakura90
    The MovieLens data set provides a table with columns: userid | movieid | tag | timestamp I have trouble reproducing the way they pruned the MovieLens data set used in: http://www.cse.ust.hk/~yzhen/papers/tagicofi-recsys09-zhen.pdf In 4.1 Data Set of the above paper, it writes "For the tagging information, we only keep those tags which are added on at least 3 distinct movies. As for the users, we only keep those users who used at least 3 distinct tags in their tagging history. For movies, we only keep those movies that are annotated by at least 3 distinct tags." I tried to query the database: select TMP.userid, count(*) as tagnum from (select distinct T.userid as userid, T.tag as tag from tags T) AS TMP group by TMP.userid having tagnum = 3; I got a list of 1760 users who labeled 3 distinct tags. However, some of the tags are not added on at least 3 distinct movies. Any help is appreciated.

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  • Looking for solution to persist rows sequence in a database table that allow efficient reordering at

    - by Chau Chee Yang
    I have a database table. There is a field name "Sequence" that indicate sequence when user presents the rows in report or grid visually. When the rows are retrieved and presented in a grid, there are few UI gadget that allow user to reorder the rows arbitrary. The new sequence will be persist in database table when user commit the changes. Here are some UI operations: Move to first Move to last Move up 1 row Move down 1 row multi-select rows and move up or down multi-select rows and drag to new position For operation like "Move to first" or "Move to Last", it usually involve many rows and the sequence those rows would need to be updated accordingly. This may not be efficient enough at runtime. It is a common practice to use INTEGER as sequence's data type. Other solution is using "DOUBLE" or "FLOAT" that could overcome the mass update of row sequence but we will face problem if we reach the limit of precision.

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  • DataSets to POCOs - an inquiry regarding DAL architecture

    - by alexsome
    Hello all, I have to develop a fairly large ASP.NET MVC project very quickly and I would like to get some opinions on my DAL design to make sure nothing will come back to bite me since the BL is likely to get pretty complex. A bit of background: I am working with an Oracle backend so the built-in LINQ to SQL is out; I also need to use production-level libraries so the Oracle EF provider project is out; finally, I am unable to use any GPL or LGPL code (Apache, MS-PL, BSD are okay) so NHibernate/Castle Project are out. I would prefer - if at all possible - to avoid dishing out money but I am more concerned about implementing the right solution. To summarize, there are my requirements: Oracle backend Rapid development (L)GPL-free Free I'm reasonably happy with DataSets but I would benefit from using POCOs as an intermediary between DataSets and views. Who knows, maybe at some point another DAL solution will show up and I will get the time to switch it out (yeah, right). So, while I could use LINQ to convert my DataSets to IQueryable, I would like to have a generic solution so I don't have to write a custom query for each class. I'm tinkering with reflection right now, but in the meantime I have two questions: Are there any problems I overlooked with this solution? Are there any other approaches you would recommend to convert DataSets to POCOs? Thanks in advance.

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  • How to prune data set by frequency to conform to paper's description

    - by sakura90
    The MovieLens data set provides a table with columns: userid | movieid | tag | timestamp I have trouble reproducing the way they pruned the MovieLens data set used in: Tag Informed Collaborative Filtering, by Zhen, Li and Young In 4.1 Data Set of the above paper, it writes "For the tagging information, we only keep those tags which are added on at least 3 distinct movies. As for the users, we only keep those users who used at least 3 distinct tags in their tagging history. For movies, we only keep those movies that are annotated by at least 3 distinct tags." I tried to query the database: select TMP.userid, count(*) as tagnum from (select distinct T.userid as userid, T.tag as tag from tags T) AS TMP group by TMP.userid having tagnum >= 3; I got a list of 1760 users who labeled 3 distinct tags. However, some of the tags are not added on at least 3 distinct movies. Any help is appreciated.

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  • Smartest way to import massive datasets into a Rails application?

    - by williamjones
    I've got multiple massive (multi gigabyte) datasets I need to import into a Rails app. The datasets are currently each in their own database on my development machine, and I need to read from them and create rows in tables in my Rails database based on the information they contain. The tables in my Rails database will not be exactly the same as the tables in the source databases. What's the smartest way to go about this? I was thinking migrations, but I'm not exactly sure how to connect the migration to the databases, and even if that is possible, is that going to be ridiculously slow?

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  • How to find if dataTable contains column which name starts with abc

    - by VilemRousi
    In my program I have a dataTable and I´d like to know if is there a column which name starts with abc. For example I have a DataTable and its name is abcdef. I like to find this column using something like this: DataTable.Columns.Constains(ColumnName.StartWith(abc)) Because I know only part of the column name, I cannot use a Contains method. Is there any simple way how to do that? Thanks a lot.

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  • Combining two data sets and plotting in matlab

    - by bautrey
    I am doing experiments with different operational amplifier circuits and I need to plot my measured results onto a graph. I have two data sets: freq1 = [.1 .2 .5 .7 1 3 4 6 10 20 35 45 60 75 90 100]; %kHz Vo1 = [1.2 1.6 1.2 2 2 2.4 14.8 20.4 26.4 30.4 53.6 68.8 90 114 140 152]; %mV V1 = 19.6; Acm = Vo1/(1000*V1); And: freq2 = [.1 .5 1 30 60 70 85 100]; %kHz Vo1 = [3.96 3.96 3.96 3.84 3.86 3.88 3.88 3.88]; %V V1 = .96; Ad = Vo1/(2*V1); (I would show my plots but apparently I need more reps for that) I need to plot the equation, CMRR vs freq: CMRR = 20*log10(abs(Ad/Acm)); The size of Ad and Acm are different and the frequency points do not match up, but the boundaries of both of these is the same, 100Hz to 100kHz (x-axis). On the line of CMRR, Matlab says that Ad and Acm matrix dimensions do not agree. How I think I would solve this is using freq1 as the x-axis for CMRR and then taking approximated points from Ad according to the value on freq1. Or I could do function approximations of Ad and Acm and then do the divide operator on those. I do not know how I would code up this two ideas. Any other ideas would helpful, especially simpler ones. Thanks

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  • Store an image in a SQL Server CE database

    - by Vaccano
    Does any one know of an example on how to store an image in a SQL Server CE database? What data type should the column be? (I am guessing binary.) I use Linq-To-Datasets. Is it possible using that to put the image into the database and pull it out again later? Thanks for any advice.

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  • Errors with large data sources

    - by The Sheek Geek
    I'm doing some benchmarking on large data sources and binding/exporting data for reporting. I started with using a data set, filling it with 100000 rows and then attempting to open a crystal report with the retrieved data. I noticed that the data set filled just fine (took about 779 milliseconds) however, when attempting to export the data to the report or even bind to a gridview the application would fail with an OutOfMemoryException. Does anyone experienced this before or have an idea of how to get around it? It is very possible that clients will run reports for years worth of data and 100000 rows are not inconceivable. The application and the benchmark code are written in C# using ORACLE and SQL Server databases. I still have some data sources to test, but would like to know how to get around this just in case I don't find a better solution.

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  • Typed DataSet connection - required to have one in the .xsd file?

    - by Kyralessa
    In the .xsd file for a typed DataSet in .NET, there's a <Connections> section that contains a list of any data connections I've used to set up the DataTables and TableAdapters. There are times when I'd prefer not to have those there. For instance, sometimes I prefer to pass in a connection string to a custom constructor and use that rather than look for one in settings, .config, etc. But it seems like if I remove the connection strings from that section (leaving it empty), or remove the section entirely, the DataSet code-generation tool freaks out. Whereas if I don't remove them, the DataSet gripes when I put it in a different project because it can't find the settings for those connection strings. Is there any way I can tell a typed DataSet not to worry about any connections? (Obviously I'll have to give it a connection if I change any TableAdapter SQL or stored procs, but that should be my problem.)

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  • How to view a DataTable while debuging

    - by Eric
    I'm just getting started using ADO.NET and DataSets and DataTables. One problem I'm having is it seems pretty hard to tell what values are in the data table when trying to debug. What are some of the easiest ways of quickly seeing what values have been saved in a DataTable? Is there someway to see the contents in Visual Studio while debugging or is the only option to write the data out to a file? I've created a little utility function that will write a DataTable out to a CSV file. Yet the the resulting CSV file created was cut off. About 3 lines from what should have been the last line in the middle of writing out a System.Guid the file just stops. I can't tell if this is an issue with my CSV conversion method, or the original population of the DataTable. Update Forget the last part I just forgot to flush my stream writer.

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  • Updating Cells in a DataTable

    - by Maxim Z.
    I'm writing a small app to do a little processing on some cells in a CSV file I have. I've figured out how to read and write CSV files with a library I found online, but I'm having trouble: the library parses CSV files into a DataTable, but, when I try to change a cell of the table, it isn't saving the change in the table! Below is the code in question. I've separated the process into multiple variables and renamed some of the things to make it easier to debug for this question. Code Inside the loop: string debug1 = readIn.Rows[i].ItemArray[numColumnToCopyTo].ToString(); string debug2 = readIn.Rows[i].ItemArray[numColumnToCopyTo].ToString().Trim(); string debug3 = readIn.Rows[i].ItemArray[numColumnToCopyFrom].ToString().Trim(); string towrite = debug2 + ", " + debug3; readIn.Rows[i].ItemArray[numColumnToCopyTo] = (object)towrite; After the loop: readIn.AcceptChanges(); When I debug my code, I see that towrite is being formed correctly and everything's OK, except that the row isn't updated: why isn't it working? I have a feeling that I'm making a simple mistake here: the last time I worked with DataTables (quite a long time ago), I had similar problems. If you're wondering why I'm adding another comma in towrite, it's because I'm combining a street address field with a zip code field - I hope that's not messing anything up. My code is kind of messy, as I'm only trying to edit one file to make a small fix, so sorry.

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  • 'cross-referencing' DataTable's

    - by Lee
    I have a DataGridView that is being filled with data from a table. Inside this table is a column called 'group' that has the ID of an individual group in another table. What I would like to do, is when the DataGridView is filled, instead of showing the ID contained in 'group', I'd like it to display the name of the group. Is there some type of VB.net 'magic' that can do this, or do I need to cross-reference the data myself? Here is a breakdown of what the 2 tables look like: table1 id group (this holds the value of column id in table 2) weight last_update table2 id description (this is what I would like to be displayed in the DGV.) BTW - I am using Visual Studio Express.

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  • Dependently typed language best suited to “real world” programming?

    - by Kim
    Which dependently typed programming languages could be used for real world application development? I will mostly be writing toy applications at first, after that maybe web development or a simple DBMS. These are some points, that I think are important: documentation example programs a good/big standard library an easy to use foreign function interface a community of people using the language for real world tasks tool support

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  • Tab Sweep: Primefaces3, @DataSourceDefinition, JPA Extensions, EclipseLink, Typed Query, Ajax, ...

    - by arungupta
    Recent Tips and News on Java, Java EE 6, GlassFish & more : • JSF2 + Primefaces3 + EJB3 & JPA2 Integration Project (@henk53) • The state of @DataSourceDefinition in Java EE (@henk53) • Java Persistence API (JPA) Extensions Reference for EclipseLink (EclipseLink) • JavaFX 2.2 Pie Chart with JPA 2.0 (John Yeary) • Typed Query RESTful Service Example (John Yeary) • How to set environment variables in GlassFish admin console (Jelastic) • Architect Enterprise Applications with Java EE (Oracle University) • Glassfish – Basic authentication (Marco Ghisellini) • Solving GlassFish 3.1/JSF PWC4011 warning (Rafael Nadal) • PrimeFaces AJAX Enabled (John Yeary)

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  • PHP 'instanceof' failing with class constant

    - by Nathan Loding
    I'm working on a framework that I'm trying to type as strongly as I possibly can. (I'm working within PHP and taking some of the ideas that I like from C# and trying to utilize them within this framework.) I'm creating a Collection class that is a collection of domain entities/objects. It's kinda modeled after the List<T> object in .Net. I've run into an obstacle that is preventing me from typing this class. If I have a UserCollection, it should only allow User objects into it. If I have a PostCollection, it should only allow Post objects. All Collections in this framework need to have certain basic functions, such as add, remove, iterate. I created an interface, but found that I couldn't do the following: interface ICollection { public function add($obj) } class PostCollection implements ICollection { public function add(Post $obj) {} } This broke it's compliance with the interface. But I can't have the interface strongly typed because then all Collections are of the same type. So I attempted the following: interface ICollection { public function add($obj) } abstract class Collection implements ICollection { const type = 'null'; } class PostCollection { const type = 'Post'; public function add($obj) { if(!($obj instanceof self::type)) { throw new UhOhException(); } } } When I attempt to run this code, I get syntax error, unexpected T_STRING, expecting T_VARIABLE or '$' on the instanceof statement. A little research into the issue and it looks like the root of the cause is that $obj instanceof self is valid to test against the class. It appears that PHP doesn't process the entire self::type constant statement in the expression. Adding parentheses around the self::type variable threw an error regarding an unexpected '('. An obvious workaround is to not make the type variable a constant. The expression $obj instanceof $this->type works just fine (if $type is declared as a variable, of course). I'm hoping that there's a way to avoid that, as I'd like to define the value as a constant to avoid any possible change in the variable later. Any thoughts on how I can achieve this, or have I take PHP to it's limit in this regard? Is there a way of "escaping" or encapsulating self::this so that PHP won't die when processing it?

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  • Create Resume problem

    - by ar31an
    hello mates, i am working on a project of online resume management system and i am encountering an exception while creating resume. [b] Exception: Data type mismatch in criteria expression. [/b] here is my code for Create Resume-1.aspx.cs using System; using System.Data; using System.Configuration; using System.Collections; using System.Web; using System.Web.Security; using System.Web.UI; using System.Web.UI.WebControls; using System.Web.UI.WebControls.WebParts; using System.Web.UI.HtmlControls; using System.Data.OleDb; public partial class _Default : System.Web.UI.Page { string sql, sql2, sql3, sql4, sql5, sql6, sql7, sql8, sql9, sql10, sql11, sql12; string conString = "Provider=Microsoft.ACE.OLEDB.12.0; Data Source=D:\\Deliverable4.accdb"; protected OleDbConnection rMSConnection; protected OleDbCommand rMSCommand; protected OleDbDataAdapter rMSDataAdapter; protected DataSet dataSet; protected DataTable dataTable; protected DataRow dataRow; protected void Page_Load(object sender, EventArgs e) { } protected void Button1_Click(object sender, EventArgs e) { string contact1 = TextBox1.Text; string contact2 = TextBox2.Text; string cellphone = TextBox3.Text; string address = TextBox4.Text; string city = TextBox5.Text; string addqualification = TextBox18.Text; //string SecondLastDegreeGrade = TextBox17.Text; //string SecondLastDegreeInstitute = TextBox16.Text; //string SecondLastDegreeNameOther = TextBox15.Text; string LastDegreeNameOther = TextBox11.Text; string LastDegreeInstitute = TextBox12.Text; string LastDegreeGrade = TextBox13.Text; string tentativeFromDate = (DropDownList4.SelectedValue + " " + DropDownList7.SelectedValue + " " + DropDownList8.SelectedValue); try { sql6 = "select CountryID from COUNTRY"; rMSConnection = new OleDbConnection(conString); rMSDataAdapter = new OleDbDataAdapter(sql6, rMSConnection); dataSet = new DataSet("cID"); rMSDataAdapter.Fill(dataSet, "COUNTRY"); dataTable = dataSet.Tables["COUNTRY"]; int cId = (int)dataTable.Rows[0][0]; rMSConnection.Close(); sql4 = "select PersonalDetailID from PERSONALDETAIL"; rMSConnection = new OleDbConnection(conString); rMSDataAdapter = new OleDbDataAdapter(sql4, rMSConnection); dataSet = new DataSet("PDID"); rMSDataAdapter.Fill(dataSet, "PERSONALDETAIL"); dataTable = dataSet.Tables["PERSONALDETAIL"]; int PDId = (int)dataTable.Rows[0][0]; rMSConnection.Close(); sql5 = "update PERSONALDETAIL set Phone1 ='" + contact1 + "' , Phone2 = '" + contact2 + "', CellPhone = '" + cellphone + "', Address = '" + address + "', City = '" + city + "', CountryID = '" + cId + "' where PersonalDetailID = '" + PDId + "'"; rMSConnection = new OleDbConnection(conString); rMSConnection.Open(); rMSCommand = new OleDbCommand(sql5, rMSConnection); rMSCommand.ExecuteNonQuery(); rMSConnection.Close(); sql3 = "select DesignationID from DESIGNATION"; rMSConnection = new OleDbConnection(conString); rMSDataAdapter = new OleDbDataAdapter(sql3, rMSConnection); dataSet = new DataSet("DesID"); rMSDataAdapter.Fill(dataSet, "DESIGNATION"); dataTable = dataSet.Tables["DESIGNATION"]; int desId = (int)dataTable.Rows[0][0]; rMSConnection.Close(); sql2 = "select DepartmentID from DEPARTMENT"; rMSConnection = new OleDbConnection(conString); rMSDataAdapter = new OleDbDataAdapter(sql2, rMSConnection); dataSet = new DataSet("DID"); rMSDataAdapter.Fill(dataSet, "DEPARTMENT"); dataTable = dataSet.Tables["DEPARTMENT"]; int dId = (int)dataTable.Rows[0][0]; rMSConnection.Close(); sql7 = "select ResumeID from RESUME"; rMSConnection = new OleDbConnection(conString); rMSDataAdapter = new OleDbDataAdapter(sql7, rMSConnection); dataSet = new DataSet("rID"); rMSDataAdapter.Fill(dataSet, "RESUME"); dataTable = dataSet.Tables["RESUME"]; int rId = (int)dataTable.Rows[0][0]; rMSConnection.Close(); sql = "update RESUME set PersonalDetailID ='" + PDId + "' , DesignationID = '" + desId + "', DepartmentID = '" + dId + "', TentativeFromDate = '" + tentativeFromDate + "', AdditionalQualification = '" + addqualification + "' where ResumeID = '" + rId + "'"; rMSConnection = new OleDbConnection(conString); rMSConnection.Open(); rMSCommand = new OleDbCommand(sql, rMSConnection); rMSCommand.ExecuteNonQuery(); rMSConnection.Close(); sql8 = "insert into INSTITUTE (InstituteName) values ('" + LastDegreeInstitute + "')"; rMSConnection = new OleDbConnection(conString); rMSConnection.Open(); rMSCommand = new OleDbCommand(sql8, rMSConnection); rMSCommand.ExecuteNonQuery(); rMSConnection.Close(); sql9 = "insert into DEGREE (DegreeName) values ('" + LastDegreeNameOther + "')"; rMSConnection = new OleDbConnection(conString); rMSConnection.Open(); rMSCommand = new OleDbCommand(sql9, rMSConnection); rMSCommand.ExecuteNonQuery(); rMSConnection.Close(); sql11 = "select InstituteID from INSTITUTE"; rMSConnection = new OleDbConnection(conString); rMSDataAdapter = new OleDbDataAdapter(sql11, rMSConnection); dataSet = new DataSet("insID"); rMSDataAdapter.Fill(dataSet, "INSTITUTE"); dataTable = dataSet.Tables["INSTITUTE"]; int insId = (int)dataTable.Rows[0][0]; rMSConnection.Close(); sql12 = "select DegreeID from DEGREE"; rMSConnection = new OleDbConnection(conString); rMSDataAdapter = new OleDbDataAdapter(sql12, rMSConnection); dataSet = new DataSet("degID"); rMSDataAdapter.Fill(dataSet, "DEGREE"); dataTable = dataSet.Tables["DEGREE"]; int degId = (int)dataTable.Rows[0][0]; rMSConnection.Close(); sql10 = "insert into QUALIFICATION (Grade, ResumeID, InstituteID, DegreeID) values ('" + LastDegreeGrade + "', '" + rId + "', '" + insId + "', '" + degId + "')"; rMSConnection = new OleDbConnection(conString); rMSConnection.Open(); rMSCommand = new OleDbCommand(sql10, rMSConnection); rMSCommand.ExecuteNonQuery(); rMSConnection.Close(); Response.Redirect("Applicant.aspx"); } catch (Exception exp) { rMSConnection.Close(); Label1.Text = "Exception: " + exp.Message; } } protected void Button2_Click(object sender, EventArgs e) { } } And for Create Resume-1.aspx <%@ Page Language="C#" AutoEventWireup="true" CodeFile="Create Resume-1.aspx.cs" Inherits="_Default" %> <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> <html xmlns="http://www.w3.org/1999/xhtml" > <head runat="server"> <title>Untitled Page</title> </head> <body> <form id="form1" runat="server"> <div><center> <strong><span style="font-size: 16pt"></span></strong>&nbsp;</center> <center> &nbsp;</center> <center style="background-color: silver"> &nbsp;</center> <center> <strong><span style="font-size: 16pt">Step 1</span></strong></center> <center style="background-color: silver"> &nbsp;</center> <center> &nbsp;</center> <center> &nbsp;</center> <center> <asp:Label ID="PhoneNo1" runat="server" Text="Contact No 1*"></asp:Label> <asp:TextBox ID="TextBox1" runat="server"></asp:TextBox> <asp:RequiredFieldValidator ID="RequiredFieldValidator1" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="TextBox1"></asp:RequiredFieldValidator><br /> <asp:Label ID="PhoneNo2" runat="server" Text="Contact No 2"></asp:Label> <asp:TextBox ID="TextBox2" runat="server"></asp:TextBox><br /> <asp:Label ID="CellNo" runat="server" Text="Cell Phone No"></asp:Label> <asp:TextBox ID="TextBox3" runat="server"></asp:TextBox><br /> <asp:Label ID="Address" runat="server" Text="Street Address*"></asp:Label> <asp:TextBox ID="TextBox4" runat="server"></asp:TextBox> <asp:RequiredFieldValidator ID="RequiredFieldValidator2" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="TextBox4"></asp:RequiredFieldValidator><br /> <asp:Label ID="City" runat="server" Text="City*"></asp:Label> <asp:TextBox ID="TextBox5" runat="server"></asp:TextBox> <asp:RequiredFieldValidator ID="RequiredFieldValidator3" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="TextBox5"></asp:RequiredFieldValidator><br /> <asp:Label ID="Country" runat="server" Text="Country of Origin*"></asp:Label> <asp:DropDownList ID="DropDownList1" runat="server" DataSourceID="SqlDataSource1" DataTextField="CountryName" DataValueField="CountryID"> </asp:DropDownList><asp:SqlDataSource ID="SqlDataSource1" runat="server" ConnectionString="<%$ ConnectionStrings:ConnectionString7 %>" DeleteCommand="DELETE FROM [COUNTRY] WHERE (([CountryID] = ?) OR ([CountryID] IS NULL AND ? IS NULL))" InsertCommand="INSERT INTO [COUNTRY] ([CountryID], [CountryName]) VALUES (?, ?)" ProviderName="<%$ ConnectionStrings:ConnectionString7.ProviderName %>" SelectCommand="SELECT * FROM [COUNTRY]" UpdateCommand="UPDATE [COUNTRY] SET [CountryName] = ? WHERE (([CountryID] = ?) OR ([CountryID] IS NULL AND ? IS NULL))"> <DeleteParameters> <asp:Parameter Name="CountryID" Type="Int32" /> </DeleteParameters> <UpdateParameters> <asp:Parameter Name="CountryName" Type="String" /> <asp:Parameter Name="CountryID" Type="Int32" /> </UpdateParameters> <InsertParameters> <asp:Parameter Name="CountryID" Type="Int32" /> <asp:Parameter Name="CountryName" Type="String" /> </InsertParameters> </asp:SqlDataSource> <asp:RequiredFieldValidator ID="RequiredFieldValidator4" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="DropDownList1"></asp:RequiredFieldValidator><br /> <asp:Label ID="DepartmentOfInterest" runat="server" Text="Department of Interest*"></asp:Label> <asp:DropDownList ID="DropDownList2" runat="server" DataSourceID="SqlDataSource2" DataTextField="DepartmentName" DataValueField="DepartmentID"> </asp:DropDownList><asp:SqlDataSource ID="SqlDataSource2" runat="server" ConnectionString="<%$ ConnectionStrings:ConnectionString7 %>" DeleteCommand="DELETE FROM [DEPARTMENT] WHERE [DepartmentID] = ?" InsertCommand="INSERT INTO [DEPARTMENT] ([DepartmentID], [DepartmentName]) VALUES (?, ?)" ProviderName="<%$ ConnectionStrings:ConnectionString7.ProviderName %>" SelectCommand="SELECT * FROM [DEPARTMENT]" UpdateCommand="UPDATE [DEPARTMENT] SET [DepartmentName] = ? WHERE [DepartmentID] = ?"> <DeleteParameters> <asp:Parameter Name="DepartmentID" Type="Int32" /> </DeleteParameters> <UpdateParameters> <asp:Parameter Name="DepartmentName" Type="String" /> <asp:Parameter Name="DepartmentID" Type="Int32" /> </UpdateParameters> <InsertParameters> <asp:Parameter Name="DepartmentID" Type="Int32" /> <asp:Parameter Name="DepartmentName" Type="String" /> </InsertParameters> </asp:SqlDataSource> <asp:RequiredFieldValidator ID="RequiredFieldValidator5" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="DropDownList2"></asp:RequiredFieldValidator><br /> <asp:Label ID="DesignationAppliedFor" runat="server" Text="Position Applied For*"></asp:Label> <asp:DropDownList ID="DropDownList3" runat="server" DataSourceID="SqlDataSource3" DataTextField="DesignationName" DataValueField="DesignationID"> </asp:DropDownList><asp:SqlDataSource ID="SqlDataSource3" runat="server" ConnectionString="<%$ ConnectionStrings:ConnectionString7 %>" DeleteCommand="DELETE FROM [DESIGNATION] WHERE [DesignationID] = ?" InsertCommand="INSERT INTO [DESIGNATION] ([DesignationID], [DesignationName], [DesignationStatus]) VALUES (?, ?, ?)" ProviderName="<%$ ConnectionStrings:ConnectionString7.ProviderName %>" SelectCommand="SELECT * FROM [DESIGNATION]" UpdateCommand="UPDATE [DESIGNATION] SET [DesignationName] = ?, [DesignationStatus] = ? WHERE [DesignationID] = ?"> <DeleteParameters> <asp:Parameter Name="DesignationID" Type="Int32" /> </DeleteParameters> <UpdateParameters> <asp:Parameter Name="DesignationName" Type="String" /> <asp:Parameter Name="DesignationStatus" Type="String" /> <asp:Parameter Name="DesignationID" Type="Int32" /> </UpdateParameters> <InsertParameters> <asp:Parameter Name="DesignationID" Type="Int32" /> <asp:Parameter Name="DesignationName" Type="String" /> <asp:Parameter Name="DesignationStatus" Type="String" /> </InsertParameters> </asp:SqlDataSource> <asp:RequiredFieldValidator ID="RequiredFieldValidator6" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="DropDownList3"></asp:RequiredFieldValidator><br /> <asp:Label ID="TentativeFromDate" runat="server" Text="Can Join From*"></asp:Label> <asp:DropDownList ID="DropDownList4" runat="server"> <asp:ListItem>1</asp:ListItem> <asp:ListItem>2</asp:ListItem> <asp:ListItem>3</asp:ListItem> <asp:ListItem>4</asp:ListItem> <asp:ListItem>5</asp:ListItem> <asp:ListItem>6</asp:ListItem> <asp:ListItem>7</asp:ListItem> <asp:ListItem>8</asp:ListItem> <asp:ListItem>9</asp:ListItem> <asp:ListItem>10</asp:ListItem> <asp:ListItem>11</asp:ListItem> <asp:ListItem>12</asp:ListItem> </asp:DropDownList>&nbsp;<asp:DropDownList ID="DropDownList7" runat="server"> <asp:ListItem>1</asp:ListItem> <asp:ListItem>2</asp:ListItem> <asp:ListItem>3</asp:ListItem> <asp:ListItem>4</asp:ListItem> <asp:ListItem>5</asp:ListItem> <asp:ListItem>6</asp:ListItem> <asp:ListItem>7</asp:ListItem> <asp:ListItem>8</asp:ListItem> <asp:ListItem>9</asp:ListItem> <asp:ListItem>10</asp:ListItem> <asp:ListItem>11</asp:ListItem> <asp:ListItem>12</asp:ListItem> <asp:ListItem>13</asp:ListItem> <asp:ListItem>14</asp:ListItem> <asp:ListItem>15</asp:ListItem> <asp:ListItem>16</asp:ListItem> <asp:ListItem>17</asp:ListItem> <asp:ListItem>18</asp:ListItem> <asp:ListItem>19</asp:ListItem> <asp:ListItem>20</asp:ListItem> <asp:ListItem>21</asp:ListItem> <asp:ListItem>22</asp:ListItem> <asp:ListItem>23</asp:ListItem> <asp:ListItem>24</asp:ListItem> <asp:ListItem>25</asp:ListItem> <asp:ListItem>26</asp:ListItem> <asp:ListItem>27</asp:ListItem> <asp:ListItem>28</asp:ListItem> <asp:ListItem>29</asp:ListItem> <asp:ListItem>30</asp:ListItem> <asp:ListItem>31</asp:ListItem> </asp:DropDownList> <asp:DropDownList ID="DropDownList8" runat="server"> <asp:ListItem>2010</asp:ListItem> </asp:DropDownList> <asp:RequiredFieldValidator ID="RequiredFieldValidator7" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="DropDownList4"></asp:RequiredFieldValidator></center> <center> <br /> <asp:Label ID="LastDegreeName" runat="server" Text="Last Degree*"></asp:Label> <asp:DropDownList ID="DropDownList5" runat="server" DataSourceID="SqlDataSource5" DataTextField="DegreeName" DataValueField="DegreeID"> </asp:DropDownList><asp:SqlDataSource ID="SqlDataSource5" runat="server" ConnectionString="<%$ ConnectionStrings:ConnectionString7 %>" DeleteCommand="DELETE FROM [DEGREE] WHERE [DegreeID] = ?" InsertCommand="INSERT INTO [DEGREE] ([DegreeID], [DegreeName]) VALUES (?, ?)" ProviderName="<%$ ConnectionStrings:ConnectionString7.ProviderName %>" SelectCommand="SELECT * FROM [DEGREE]" UpdateCommand="UPDATE [DEGREE] SET [DegreeName] = ? WHERE [DegreeID] = ?"> <DeleteParameters> <asp:Parameter Name="DegreeID" Type="Int32" /> </DeleteParameters> <UpdateParameters> <asp:Parameter Name="DegreeName" Type="String" /> <asp:Parameter Name="DegreeID" Type="Int32" /> </UpdateParameters> <InsertParameters> <asp:Parameter Name="DegreeID" Type="Int32" /> <asp:Parameter Name="DegreeName" Type="String" /> </InsertParameters> </asp:SqlDataSource> <asp:RequiredFieldValidator ID="RequiredFieldValidator8" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="DropDownList5"></asp:RequiredFieldValidator><br /> <asp:Label ID="LastDegreeNameOther" runat="server" Text="Other"></asp:Label> <asp:TextBox ID="TextBox11" runat="server"></asp:TextBox><br /> <asp:Label ID="LastDegreeInstitute" runat="server" Text="Institute Name*"></asp:Label> <asp:TextBox ID="TextBox12" runat="server"></asp:TextBox> <asp:RequiredFieldValidator ID="RequiredFieldValidator9" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="TextBox12"></asp:RequiredFieldValidator><br /> <asp:Label ID="LastDegreeGrade" runat="server" Text="Marks / Grade*"></asp:Label> <asp:TextBox ID="TextBox13" runat="server"></asp:TextBox> <asp:RequiredFieldValidator ID="RequiredFieldValidator10" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="TextBox13"></asp:RequiredFieldValidator></center> <center> &nbsp;</center> <center> <br /> <asp:Label ID="SecondLastDegreeName" runat="server" Text="Second Last Degree*"></asp:Label> <asp:DropDownList ID="DropDownList6" runat="server" DataSourceID="SqlDataSource4" DataTextField="DegreeName" DataValueField="DegreeID"> </asp:DropDownList><asp:SqlDataSource ID="SqlDataSource4" runat="server" ConnectionString="<%$ ConnectionStrings:ConnectionString7 %>" DeleteCommand="DELETE FROM [DEGREE] WHERE [DegreeID] = ?" InsertCommand="INSERT INTO [DEGREE] ([DegreeID], [DegreeName]) VALUES (?, ?)" ProviderName="<%$ ConnectionStrings:ConnectionString7.ProviderName %>" SelectCommand="SELECT * FROM [DEGREE]" UpdateCommand="UPDATE [DEGREE] SET [DegreeName] = ? WHERE [DegreeID] = ?"> <DeleteParameters> <asp:Parameter Name="DegreeID" Type="Int32" /> </DeleteParameters> <UpdateParameters> <asp:Parameter Name="DegreeName" Type="String" /> <asp:Parameter Name="DegreeID" Type="Int32" /> </UpdateParameters> <InsertParameters> <asp:Parameter Name="DegreeID" Type="Int32" /> <asp:Parameter Name="DegreeName" Type="String" /> </InsertParameters> </asp:SqlDataSource> <asp:RequiredFieldValidator ID="RequiredFieldValidator11" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="DropDownList6"></asp:RequiredFieldValidator><br /> <asp:Label ID="SecondLastDegreeNameOther" runat="server" Text="Other"></asp:Label> <asp:TextBox ID="TextBox15" runat="server"></asp:TextBox><br /> <asp:Label ID="SecondLastDegreeInstitute" runat="server" Text="Institute Name*"></asp:Label> <asp:TextBox ID="TextBox16" runat="server"></asp:TextBox> <asp:RequiredFieldValidator ID="RequiredFieldValidator12" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="TextBox16"></asp:RequiredFieldValidator><br /> <asp:Label ID="SecondLastDegreeGrade" runat="server" Text="Marks / Grade*"></asp:Label> <asp:TextBox ID="TextBox17" runat="server"></asp:TextBox> <asp:RequiredFieldValidator ID="RequiredFieldValidator13" runat="server" ErrorMessage="Items marked with '*' cannot be left blank." ControlToValidate="TextBox17"></asp:RequiredFieldValidator></center> <center> <br /> <asp:Label ID="AdditionalQualification" runat="server" Text="Additional Qualification"></asp:Label> <asp:TextBox ID="TextBox18" runat="server" TextMode="MultiLine"></asp:TextBox></center> <center> &nbsp;</center> <center> <asp:Button ID="Button1" runat="server" Text="Save and Exit" OnClick="Button1_Click" /> &nbsp;&nbsp; <asp:Button ID="Button2" runat="server" Text="Next" OnClick="Button2_Click" /></center> <center> &nbsp;</center> <center> <asp:Label ID="Label1" runat="server"></asp:Label>&nbsp;</center> <center> &nbsp;</center> <center style="background-color: silver"> &nbsp;</center> </div> </form> </body> </html>

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  • Python: Improving long cumulative sum

    - by Bo102010
    I have a program that operates on a large set of experimental data. The data is stored as a list of objects that are instances of a class with the following attributes: time_point - the time of the sample cluster - the name of the cluster of nodes from which the sample was taken code - the name of the node from which the sample was taken qty1 = the value of the sample for the first quantity qty2 = the value of the sample for the second quantity I need to derive some values from the data set, grouped in three ways - once for the sample as a whole, once for each cluster of nodes, and once for each node. The values I need to derive depend on the (time sorted) cumulative sums of qty1 and qty2: the maximum value of the element-wise sum of the cumulative sums of qty1 and qty2, the time point at which that maximum value occurred, and the values of qty1 and qty2 at that time point. I came up with the following solution: dataset.sort(key=operator.attrgetter('time_point')) # For the whole set sys_qty1 = 0 sys_qty2 = 0 sys_combo = 0 sys_max = 0 # For the cluster grouping cluster_qty1 = defaultdict(int) cluster_qty2 = defaultdict(int) cluster_combo = defaultdict(int) cluster_max = defaultdict(int) cluster_peak = defaultdict(int) # For the node grouping node_qty1 = defaultdict(int) node_qty2 = defaultdict(int) node_combo = defaultdict(int) node_max = defaultdict(int) node_peak = defaultdict(int) for t in dataset: # For the whole system ###################################################### sys_qty1 += t.qty1 sys_qty2 += t.qty2 sys_combo = sys_qty1 + sys_qty2 if sys_combo > sys_max: sys_max = sys_combo # The Peak class is to record the time point and the cumulative quantities system_peak = Peak(time_point=t.time_point, qty1=sys_qty1, qty2=sys_qty2) # For the cluster grouping ################################################## cluster_qty1[t.cluster] += t.qty1 cluster_qty2[t.cluster] += t.qty2 cluster_combo[t.cluster] = cluster_qty1[t.cluster] + cluster_qty2[t.cluster] if cluster_combo[t.cluster] > cluster_max[t.cluster]: cluster_max[t.cluster] = cluster_combo[t.cluster] cluster_peak[t.cluster] = Peak(time_point=t.time_point, qty1=cluster_qty1[t.cluster], qty2=cluster_qty2[t.cluster]) # For the node grouping ##################################################### node_qty1[t.node] += t.qty1 node_qty2[t.node] += t.qty2 node_combo[t.node] = node_qty1[t.node] + node_qty2[t.node] if node_combo[t.node] > node_max[t.node]: node_max[t.node] = node_combo[t.node] node_peak[t.node] = Peak(time_point=t.time_point, qty1=node_qty1[t.node], qty2=node_qty2[t.node]) This produces the correct output, but I'm wondering if it can be made more readable/Pythonic, and/or faster/more scalable. The above is attractive in that it only loops through the (large) dataset once, but unattractive in that I've essentially copied/pasted three copies of the same algorithm. To avoid the copy/paste issues of the above, I tried this also: def find_peaks(level, dataset): def grouping(object, attr_name): if attr_name == 'system': return attr_name else: return object.__dict__[attrname] cuml_qty1 = defaultdict(int) cuml_qty2 = defaultdict(int) cuml_combo = defaultdict(int) level_max = defaultdict(int) level_peak = defaultdict(int) for t in dataset: cuml_qty1[grouping(t, level)] += t.qty1 cuml_qty2[grouping(t, level)] += t.qty2 cuml_combo[grouping(t, level)] = (cuml_qty1[grouping(t, level)] + cuml_qty2[grouping(t, level)]) if cuml_combo[grouping(t, level)] > level_max[grouping(t, level)]: level_max[grouping(t, level)] = cuml_combo[grouping(t, level)] level_peak[grouping(t, level)] = Peak(time_point=t.time_point, qty1=node_qty1[grouping(t, level)], qty2=node_qty2[grouping(t, level)]) return level_peak system_peak = find_peaks('system', dataset) cluster_peak = find_peaks('cluster', dataset) node_peak = find_peaks('node', dataset) For the (non-grouped) system-level calculations, I also came up with this, which is pretty: dataset.sort(key=operator.attrgetter('time_point')) def cuml_sum(seq): rseq = [] t = 0 for i in seq: t += i rseq.append(t) return rseq time_get = operator.attrgetter('time_point') q1_get = operator.attrgetter('qty1') q2_get = operator.attrgetter('qty2') timeline = [time_get(t) for t in dataset] cuml_qty1 = cuml_sum([q1_get(t) for t in dataset]) cuml_qty2 = cuml_sum([q2_get(t) for t in dataset]) cuml_combo = [q1 + q2 for q1, q2 in zip(cuml_qty1, cuml_qty2)] combo_max = max(cuml_combo) time_max = timeline.index(combo_max) q1_at_max = cuml_qty1.index(time_max) q2_at_max = cuml_qty2.index(time_max) However, despite this version's cool use of list comprehensions and zip(), it loops through the dataset three times just for the system-level calculations, and I can't think of a good way to do the cluster-level and node-level calaculations without doing something slow like: timeline = defaultdict(int) cuml_qty1 = defaultdict(int) #...etc. for c in cluster_list: timeline[c] = [time_get(t) for t in dataset if t.cluster == c] cuml_qty1[c] = [q1_get(t) for t in dataset if t.cluster == c] #...etc. Does anyone here at Stack Overflow have suggestions for improvements? The first snippet above runs well for my initial dataset (on the order of a million records), but later datasets will have more records and clusters/nodes, so scalability is a concern. This is my first non-trivial use of Python, and I want to make sure I'm taking proper advantage of the language (this is replacing a very convoluted set of SQL queries, and earlier versions of the Python version were essentially very ineffecient straight transalations of what that did). I don't normally do much programming, so I may be missing something elementary. Many thanks!

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  • Bash completion doesn't work, or is ignoring what I've typed; but works for commands

    - by Neil Traft
    Bash completion seems to be ignoring what I've typed (it tries to complete, but acts as if there's nothing under the cursor). I know I saw it work on this machine earlier today, but I'm not sure what has changed. Some examples: cd shows all directories under my current folder: $ cd co<tab><tab> cmake/ config/ doc/ examples/ include/ programs/ sandbox/ src/ .svn/ tests/ Commands like ls and less show all files and directories under my current folder: $ ls co<tab><tab> cmake/ config/ .cproject Doxyfile.in include/ programs/ README.txt src/ tests/ CMakeLists.txt COPYING.txt doc/ examples/ mainpage.dox .project sandbox/ .svn/ Even when I try to complete things from a different folder, it gives me only the results for my current folder (telling me that it is completely ignoring what I've typed): $ cd ~/D<tab><tab> cmake/ config/ doc/ examples/ include/ programs/ sandbox/ src/ .svn/ tests/ But it seems to be working fine for commands and variables: $ if<tab><tab> if ifconfig ifdown ifnames ifquery ifup $ echo $P<tab><tab> $PATH $PIPESTATUS $PPID $PS1 $PS2 $PS4 $PWD $PYTHONPATH I do have this bit in my .bashrc, and I have confirmed that my .bashrc is indeed getting sourced: if [ -f /etc/bash_completion ] && ! shopt -oq posix; then . /etc/bash_completion fi I've even tried manually executing that file, but it doesn't fix the problem: $ . /etc/bash_completion There was even one point in time where it was working for ls, but was not working for cd ... but I can't replicate that result now. Update: I also just discovered that I have terminals open from earlier that still work. I ran source .bashrc in one of them and afterwards completion was broken. Here is my .bashrc: # ~/.bashrc: executed by bash(1) for non-login shells. # see /usr/share/doc/bash/examples/startup-files (in the package bash-doc) # for examples # # Modified by Neil Traft #source ~/.profile # Allow globs to expand hidden files shopt -s dotglob nullglob # If not running interactively, don't do anything [ -z "$PS1" ] && return # don't put duplicate lines or lines starting with space in the history. # See bash(1) for more options HISTCONTROL=ignoreboth # append to the history file, don't overwrite it shopt -s histappend # for setting history length see HISTSIZE and HISTFILESIZE in bash(1) HISTSIZE=1000 HISTFILESIZE=2000 # check the window size after each command and, if necessary, # update the values of LINES and COLUMNS. shopt -s checkwinsize # If set, the pattern "**" used in a pathname expansion context will # match all files and zero or more directories and subdirectories. #shopt -s globstar # make less more friendly for non-text input files, see lesspipe(1) [ -x /usr/bin/lesspipe ] && eval "$(SHELL=/bin/sh lesspipe)" # set variable identifying the chroot you work in (used in the prompt below) if [ -z "$debian_chroot" ] && [ -r /etc/debian_chroot ]; then debian_chroot=$(cat /etc/debian_chroot) fi # Color the prompt export PS1="\[$(tput setaf 2)\]\u@\h:\[$(tput setaf 5)\]\W\[$(tput setaf 2)\] $\[$(tput sgr0)\] " # enable color support of ls and also add handy aliases if [ -x /usr/bin/dircolors ]; then test -r ~/.dircolors && eval "$(dircolors -b ~/.dircolors)" || eval "$(dircolors -b)" alias ls='ls --color=auto' #alias dir='dir --color=auto' #alias vdir='vdir --color=auto' alias grep='grep --color=auto' alias fgrep='fgrep --color=auto' alias egrep='egrep --color=auto' fi # Add an "alert" alias for long running commands. Use like so: # sleep 10; alert alias alert='notify-send --urgency=low -i "$([ $? = 0 ] && echo terminal || echo error)" "$(history|tail -n1|sed -e '\''s/^\s*[0-9]\+\s*//;s/[;&|]\s*alert$//'\'')"' # Alias definitions. # You may want to put all your additions into a separate file like # ~/.bash_aliases, instead of adding them here directly. # See /usr/share/doc/bash-doc/examples in the bash-doc package. if [ -f ~/.bash_aliases ]; then . ~/.bash_aliases fi # enable programmable completion features (you don't need to enable # this, if it's already enabled in /etc/bash.bashrc and /etc/profile # sources /etc/bash.bashrc). if [ -f /etc/bash_completion ] && ! shopt -oq posix; then . /etc/bash_completion fi

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  • is it possible to add DataRelation to DataSet if child table contains rows that have no parent in pa

    - by matti
    If I fill the DataSet with DataAdapters that select all rows from Orders and Customers and call: private void CreateRelation() { // Get the DataColumn objects from two DataTable objects // in a DataSet. Code to get the DataSet not shown here. DataColumn parentColumn = DataSet1.Tables["Customers"].Columns["CustID"]; DataColumn childColumn = DataSet1.Tables["Orders"].Columns["CustID"]; // Create DataRelation. DataRelation relCustOrder; relCustOrder = new DataRelation("CustomersOrders", parentColumn, childColumn); // Add the relation to the DataSet. DataSet1.Relations.Add(relCustOrder); } (from http://msdn.microsoft.com/en-us/library/system.data.datarelation.aspx) there will be a runtime error if there is orders that do not have customers. This might happen when a buggy program has not deleted customer's orders when customer was deleted. What can I do except put Orders select string a additional where-condition: CUSTID IN (SELECT DISTINCT CUSTID FROM CUSTOMERS) OR: is it really that way (that all children have to have parents)? My code might have a bug also. The exception occurs when IN MY CODE I add the relation to filled DataSet. The exception is: An unhandled exception of type 'System.ArgumentException' occurred in System.Data.dll Additional information: This constraint cannot be enabled as not all values have corresponding parent values. Thanks & Best Regards - Matti

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  • Can static and dynamically typed languages be seen as different tools for different types of jobs?

    - by Erik Reppen
    Yes, similar questions have been asked but always with the aim of finding out 'which one is better.' I'm asking because I came up as a dev primarily in JavaScript and don't really have any extensive experience writing in statically typed languages. In spite of this I definitely see value in learning C for handling demanding operations at lower levels of code (which I assume has a lot to do with static vs dynamic at the compiler level), but what I'm trying to wrap my head around is whether there are specific project contexts (maybe certain types of dynamic data-intensive operations?) involving things other than performance where it makes a lot more sense to go with Java or C# vs. something like Python.

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  • About lenguages strongly typed with late binding, do they make sense?

    - by llazzaro
    I never learnt anything about VB6 (and I dont want to) but I wanted to search for bad things in computer software, so my first though was VB6. So for example, VB6 was strongly typed with late binding. Makes some sense to have a language with that combination? (I dont think so). I want to know reasons of why VB6 was like this! or why is good idea for a lenguage to be like this. Bad things that happend with a lengugage like this? good things?

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  • About languages strongly typed with late binding, do they make sense?

    - by llazzaro
    I never learnt anything about VB6 (and I dont want to) but I wanted to search for bad things in computer software, so my first though was VB6. So for example, VB6 was strongly typed with late binding. Makes some sense to have a language with that combination? (I dont think so). I want to know reasons of why VB6 was like this! or why is good idea for a lenguage to be like this. Bad things that happend with a lengugage like this? good things?

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  • what is a fast way to output h5py dataset to text?

    - by user362761
    I am using the h5py python package to read files in HDF5 format. (e.g. somefile.h5) I would like to write the contents of a dataset to a text file. For example, I would like to create a text file with the following contents: 1,20,31,75,142,324,78,12,3,90,8,21,1 I am able to access the dataset in python using this code: import h5py f = h5py.File('/Users/Me/Desktop/thefile.h5', 'r') group = f['/level1/level2/level3'] dset = group['dsetname'] My naive approach is too slow, because my dataset has over 20000 entries: # write all values to file for index in range(len(dset)): # do not add comma after last value if index == len(dset)-1: txtfile.write(repr(dset[index])) else: txtfile.write(repr(dset[index])+',') txtfile.close() return None Is there a faster way to write this to a file? Perhaps I could convert the dataset into a NumPy array or even a Python list, and then use some file-writing tool? (I could experiment with concatenating the values into a larger string before writing to file, but I'm hoping there's something entirely more elegant)

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