modeldb | Open Source ML Model Versioning , Metadata , and Experiment | Machine Learning library
kandi X-RAY | modeldb Summary
kandi X-RAY | modeldb Summary
Open Source ML Model Versioning, Metadata, and Experiment Management
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Top functions reviewed by kandi - BETA
- Gets the query predicates from a list of predicates .
- Retrieves a list of all datasets that match the given query parameters .
- Sets the commit from a given repository version .
- Performs a post - visit operation on the given objects .
- Returns a list of all available experiments .
- Gets new telemetry data from database .
- Insert a new Experiment run .
- Migrate projects to projects .
- Filters a list of datasets based on the repository version and commit hash .
- Process hyperparams predicate .
modeldb Key Features
modeldb Examples and Code Snippets
Community Discussions
Trending Discussions on modeldb
QUESTION
I'm trying to make a DB mock to test some UI implementations, but compiler keeps giving me the following error:
Type 'DBClientMock' does not conform to protocol 'DBClient'
This is my code...
...ANSWER
Answered 2021-May-17 at 00:40It doesn't conform because you declared another Error
type inside the class, so everywhere where you use Error
in the required methods, it uses DBClientMock.Error
instead of the protocol-required Swift.Error
.
Either rename DBClientMock.Error
to something else, or change the Error
in methods to Swift.Error
, like below:
QUESTION
I wrote an SQL query to create a view for the database I'm working on and the query works as expected:
...ANSWER
Answered 2021-Jan-21 at 06:24It looks like in the following line:
max_date = select(max(cls.prediction_model.c.created_datetime)).\
you're using Python's max
function, rather than passing the sql max
function. Can you try using max
from sqlalchemy
instead? It sits in the func
module. So write:
max_date = select([func.max(cls.prediction_model.c.created_datetime)]).\
Note that you also need to use a list in your select
query, hence the added [ ]
.
On another note, if the ForeignKey
relationships have been defined correctly in your table definitions, you don't need to tell sqlalchemy
explicitely how to do the join. So in that case you could get away with something like:
QUESTION
I have an issue with the labels on my bar plot. I have tried different solutions from this website but nothing changes.
Here is a sample of my data:
...ANSWER
Answered 2020-Jul-30 at 13:15Using the great suggestion from @teunbrand, this could help:
QUESTION
I have below LINQ query:
...ANSWER
Answered 2020-Apr-21 at 13:51As stays in the message split will be not supported in the linq to sql and if you want to get result without additional methods, using Contains() should give you required result
QUESTION
I want to use the name
variable to sort my SQL table.
ANSWER
Answered 2019-Dec-10 at 16:47Welcome to programming,
you should echo your SQL query like below to evaluate what kind of query your input generates.
echo 'SELECT ID, modelName, datecreated FROM modeldb ORDER BY "' . $name . '"'
you will find that the "
are not required at all.
one rule of programming is that never trust the user input. here you are injecting the data which you received from $_POST
so you should validate your input like
QUESTION
I have an MVC application which allows an admin user to upload 2 different excel file onto the system; the controller then creates a dataset with the excel data and then populates either a "Schools" or a "School2" database with the dataset using an SqlBulkCopy.
These uploads work perfect when I test them locally using IIS Express, although the same version deployed to AWS elastic beanstalk throws an error when I press the import button. As far as I am aware, this is due to my AWS RDS needing access to the OleDB provider jet drivers; something which I can not do because these drivers can not just be installed on an AWS RDS like they can be on an EC2 instance.
So my plan is to change my upload controller around to accept .csv files instead of excel files. This should solve my problem and allow my upload buttons to work after being deployed on AWS. Could someone help me/point me in the right direction to change my controller to support .csv instead of excel please?
Upload Controller:
...ANSWER
Answered 2019-Nov-02 at 01:54My first advice is to do bulk inserts in the DBMS, not in code. Doing them via code is only prone to add addtional issues.
As far as parsing the .xlsx files go, the OleDB driver is propably unessesary. There are a few basic rules for working with office formats:
- if you can limit it to the new ones (.xlsx), you can use the OpenXML SDK. Or any of the Wrappers people made around it. Or even just the .ZipArchive and XMLReader classes.
- if you need to support the old formats (.xls) too, you got to use the (t)rusty Office COM Interop. This has all the usual issue of COM Interop, and aditionally needs office installed and a Interactive session
- for any given Display Technology and Problem, there might be a 3rd option. But those are few and far in between. As we always got the Interop to fall back on, we never developed a complete Office processing class like so many other languages have.
I would put OlebDB in that last category - a rare and very specific solution.
It always advise for using the first option.
And Officer COM Interop should be silently burried, with the old formats being removed from the file format options. Considering this is a WebApplication that will likely run as services, you will not get the nesseary interactive session anyway.
Of course accepting .csv is also an option. And indeed Excel has full .CSV support.
QUESTION
I'm having problems with showing JSONArray data on the Fragment. I am verified my links, Strings etc. But on the Debug console my request showing correct. I am suspecting JSONArray request but i can't find any errors.
Please, help!
...ANSWER
Answered 2018-Nov-19 at 06:04It looks like you didn't update list of modelDB's inside adapter after the parsing of a network call result.
QUESTION
I created a web application and a model. Then I generated a dbcontext
class and a database instance. After I built the project, I tried to connect to that database from Server Explorer in Visual Studio, but could not connect.
I tried to test connection but got an error:
This connection cannot be tested because the specified database does not exist or is not visible to the specified user
Whenever I tried to scaffold view or controller I got this error:
Unable to retrieve metadata for ... one or more validation errors were detected during model generation
ModelsTable is based on type TestModel that has no keys defined.
When I created database object in controller class and write query got same error no key defined.
Also made updates on packages and tried again. I think my connection string is correct.
Here is my model.
...ANSWER
Answered 2018-Jun-22 at 14:32Are you using Code First? If so I think you need to generate migrations. In visual studio go to Package Manager Console and run this commands:
- Add-Migration "modelClassName"
- Update-Database –Verbose
For more information refer to this link: https://msdn.microsoft.com/en-us/library/jj591621(v=vs.113).aspx
You are missing the set; in the field ID.
QUESTION
I've got classes like this
...ANSWER
Answered 2018-Jun-16 at 18:04Unfortunately there is no out of the box way to do that. But you can create a Custom Naming Convention like this:
QUESTION
I have little experience with the Entity Framework. I am trying to use the Eager Loading but it seems that I am doing something wrong.
Although I am using the "include" in my query, the navigation property "Subjects" of the Department class, is not loading.
Below you can find the 2 POCO, DBContext and the Main method.
The output is just the title of the department ("Computer Science"), instead to display the related subjects ("Java","C#","C++").
...ANSWER
Answered 2018-Feb-05 at 19:22The main issue is that you are initializing the reference navigation property (aDepartment = new Department();
) which is confusing the EF infrastructure and prevents it working properly. Initializing collection navigation properties is ok (although not mandatory), but never do that for reference navigation properties.
Removing the above line from the Subject
constructor will fix the issue. Additionally, although it somehow works in your case (surprisingly to me), better follow the naming conventions and don't call navigation property aDepartment
, but simply Department
to line up with the DepartmentID
FK property.
Here is the corrected working version of the Subject
entity:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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No vulnerabilities reported
Install modeldb
You can use modeldb like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the modeldb component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .
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