miloide / miloserver Goto Github PK

Steps to reproduce

• Import iris
• Import California housing dataset
• View Iris
• View California housing dataset
• Sort a column by descending order or ascending order and click save
• Click on View Iris button
• In Workspace try adding the california dataset block - Gesture never terminates

Similar error when trying combinations of actions with uploaded dataset (try naming it as california_housing.csv)

TODOs

• Modify storage.js and setup API en-points to save and reload XML for anonymous users using randomly generated unique workspace ID

TODO

• Create block for generating Gaussian plot given mean and variance/std. deviation
• Create block for getting y = (1/sqrt(2pisigma^2)) * exp( (x-mean)^2/2*sigma^2) given x, mean, sigma

Redesign the main IDE UI

Expected Behaviour

• Allow creation of neural networks ( Support up to MNIST requirements)
• Block design similar to plots - with statement inputs that allow chaining of layers
• Visualize Dense layers
• Visualize training loss and accuracy

TODO

• Support inline wikipedia entry IFrame
• Fix helpurl and tooltips of blocks

Problem statement

Support Code Generation using Julia

Expected Behavior

When Code tab is selected, equivalent Julia code from blocks in workspace is generated and shown.

Actual Behavior

The current code tab shows generated JS.

Expected Behaviour

On clicking save, a new link is generated, and on saving again - it must update the same blocks if the owner is the one editing. If anonymous user, then create a new link on save.

Actual Behaviour

Saving on a saved project doesn't update the project correctly.

See PR #25

Currently plotly and a few other dependencies take a very long time to load.
Defer loading of plotly and other heavy b/w scripts.

TODO

• Setup user auth, and link workspace IDs to user ID to support setup of a gallery view from server side with options to view other's workspaces by cloning in editor

• Add option for selecting header row while user uploads a CSV file.
• The default header row is the first row in the CSV file.

Implement Google Sign In Flow

Expected Behavior

When MongoDB service is not running, Milo loads without save functionality

Actual Behavior

npm start loops infinitely trying to connect to DB.

Steps to Reproduce

1. Stop mongodb service if its running
2. npm start

Steps to reproduce

• Upload custom dataset with header
• Delete a column
• Save dataset
• Check attributes in blocks - it doesn't get updated to show only the existing attributes.

Review CDF Code, Exponentiation, Normalization

Problem statement

Dataset operations to be put under menu option

Expected Behavior

A menu bar option called Datasets that allows for import, upload and saving of datasets.

Actual Behavior

Dataset operations are in separate buttons in the Data Explorer Tab.

Move mongo connection string to config file

Problem statement

Move blocks.js and codegen.js to milo-blocks

Expected Behavior

Import all block definitions from milo-blocks

Actual Behavior

Custom Block definitions are interspersed with server code.

Expected Behavior

• Connecting blocks for mobilenet classify and image from url predicts what was found
• Rerunning project with new url predicts for new image

Actual behavior

• MobileNet gets reassigned to window object.
• Fails to find weights
• Needs hard page refresh before new prediction can be made.

Affected Branch: develop

https://github.com/4and4/MiloServer/blob/b26967e3c9305b5604daf7cfc80516dfefea6305/public/datasets/datasets.js#L69

Steps to reproduce

• Turn off internet connection
• Try using squeezenet or data explorer

Steps to reproduce

• Drag a dataset block in to the workspace
• Refresh the page

Possible fixes:

• Reload appropriate datasets for built-in datasets
• For custom datasets:
  - Alert that the dataset is missing and blocks need to be reloaded
  - Try reloading block if dataset is present on server side

https://github.com/4and4/MiloServer/blob/b26967e3c9305b5604daf7cfc80516dfefea6305/public/scripts/custom/blocks.js#L540

https://github.com/NeilFraser/JS-Interpreter

TODO

• Support creation of matrices using spreadsheet view
• Support matrix operations: Add, MUL, SUB, Transpose, Inverse, Scalar multiplication,addition,etc

• Add a download button on Data Explorer when the dataset is viewed in jexcel
• Download should use console.save function to trigger CSV download

Template strings are visible while page loads in dashboard

Integrate with Blockly source, setup tests and basic documentation

TODO

Automatically call save when JExcel onChange occurs.

Steps to reproduce

• Create a single plot, with label - label is not shown in the plot

Steps to reproduce

• Add Zip Lists
• Click on the gear icon

https://github.com/4and4/MiloServer/blob/9200db3e8e69bd5eddfd2467cc7bdba6fee599a3/public/scripts/custom/functions.js#L155

-Make headers immutable.
-Refactor code to handle headers implementation gracefully.

Steps to reproduce

• Open data explorer, load multiple datasets, and open a large dataset in spreadsheet view
• Plot multiple graphs
• Try using the mouse in workspace

-Steps to reproduce bug

1. Click on upload.
2. Select on an example file, say "input.csv" to upload. File is then displayed on screen if it conforms with programmed conditions.
3. Click on upload again and select the same file. No action takes place.
4. Possible problems - onChange event of FileUploader in editor.pug.
5. Look into all Upload UI Code

See https://blockly-demo.appspot.com/static/demos/graph/index.html

Add forge and wave dataset generators
Add Wisconsin Cancer dataset
Add Boston housing dataset

-Add a new block for creating a 1D-Array list from existing list containing string integers.
-Should have a value input that takes only a list with String integers.

Support Box Plots in Milo
Example for horizontal box plot in plotly:

{
    x: [1,13,5,11,7],
    boxpoints: 'all',
    jitter: 0.3,
    pointpos: -1.8,
    type: 'box',
    name: "label here"
}
#Box points parameter - shows the actual points.
Example for vertical box plot in plotly:
{
    x: [1,13,5,11,7],
    boxpoints: 'all',
    jitter: 0.3,
    pointpos: -1.8,
    type: 'box',
    name: "label here"
}

Release Checklist

• Remove debug tab
• Clear console logs
• Add help menu