diff --git a/.gitignore b/.gitignore index 771625e..4abe45e 100644 --- a/.gitignore +++ b/.gitignore @@ -165,4 +165,4 @@ cython_debug/ # General .DS_Store -.vscode \ No newline at end of file +.vscode diff --git a/docker/ui.Dockerfile b/docker/ui.Dockerfile new file mode 100644 index 0000000..4529de5 --- /dev/null +++ b/docker/ui.Dockerfile @@ -0,0 +1,35 @@ +FROM node:18-alpine AS builder + +WORKDIR /app + +COPY package.json package-lock.json ./ +RUN npm ci + +COPY src/ ./src/ +COPY public/ ./public/ +COPY tsconfig*.json ./*.js ./*.json ./ + +RUN npm run build +# This is useful for testing +# RUN npm i serve +# EXPOSE 3000 +# CMD ["npx", "serve", "-s", "build"] + +FROM nginx:stable-alpine + +COPY --from=builder /app/build /usr/share/nginx/html + +RUN addgroup -g 1000 -S appgroup && \ + adduser -u 1000 -S appuser -G appgroup && \ + mkdir -p /var/cache/nginx/client_temp && \ + mkdir -p /tmp/nginx && \ + chown -R 1000:1000 /var/cache/nginx && \ + chown -R 1000:1000 /usr/share/nginx/html && \ + chown -R 1000:1000 /tmp/nginx + +COPY nginx.conf /etc/nginx/nginx.conf + +USER 1000 + +EXPOSE 8000 +CMD ["nginx", "-g", "daemon off;"] \ No newline at end of file diff --git a/docs/_static/getting-started/example_pipeline_light.drawio.svg b/docs/_static/getting-started/example_pipeline_light.drawio.svg index 0cf3440..84feb97 100644 --- a/docs/_static/getting-started/example_pipeline_light.drawio.svg +++ b/docs/_static/getting-started/example_pipeline_light.drawio.svg @@ -1,4 +1,4 @@ - + @@ -53,13 +53,13 @@
- Criminal Record? + Clients Age?
- Criminal Record? + Clients Age? diff --git a/docs/getting_started/contributing.md b/docs/getting_started/contributing.md deleted file mode 100644 index 6234c4d..0000000 --- a/docs/getting_started/contributing.md +++ /dev/null @@ -1,3 +0,0 @@ -# Contributing - -Coming Soon \ No newline at end of file diff --git a/docs/getting_started/contributing/architecure/index.md b/docs/getting_started/contributing/architecure/index.md new file mode 100644 index 0000000..9055374 --- /dev/null +++ b/docs/getting_started/contributing/architecure/index.md @@ -0,0 +1,204 @@ +## Spockflow Architecture Documentation - Landing Page + + +### **Directory Structure** + +To better understand Spockflow’s architecture, let’s explore the key folders and their responsibilities within the package: + +--- + +#### **1. `spockflow/`** +This is the core of the Spockflow framework, containing all of its primary modules and components. + +--- + +##### **core.py** +- The main entry point for Hamilton integration. +- Defines a custom decorator for injecting Spockflow logic into Hamilton’s DAG framework. +- Expands Hamilton subdags with configurable components and generates nodes from these components. +- Calls `initialize_spock_module` to inject the Spockflow functionality into a given module, allowing for the automatic generation of Hamilton nodes. + +Example of Hamilton subdag integration: +```python +@subdag( + feature_modules, + inputs={"path": source("source_path")}, + config={} +) +def feature_engineering(feature_df: pd.DataFrame) -> pd.DataFrame: + return feature_df +``` +- In Spockflow, the `initialize_spock_module` decorator ensures that subdags are expanded and executed according to the framework's configuration. + +--- + +##### **nodes.py** +- Contains the definition of `VariableNode`, the core class responsible for transforming configuration-driven logic into executable Hamilton nodes. +- Handles utilities such as `CloneVariableNode` (for duplicating nodes) and `AliasedVariableNode` (for renaming nodes without re-executing). +- Uses Pydantic classes to serialize and deserialize configuration, making it easier to manage node definitions and configurations. +- The `generate_nodes` function within `VariableNode` handles the actual creation of subnodes, ensuring that each node can be expanded within a Hamilton DAG. + +```python +def _generate_nodes(self, ...): + ... + node_functions = inspect.getmembers( + compiled_variable_node, predicate=self._does_define_node + ) + ... +``` +This method identifies and expands functions within a module as Hamilton nodes, ensuring that subcomponents can be injected into larger data pipelines. + +--- + +##### **_serializable.py** +- Provides utilities to help with the serialization and deserialization of data, particularly for handling Pandas DataFrames and Series. +- Ensures that data passed through Spockflow nodes can be properly transformed and maintained across different steps of the pipeline. + +--- + +#### **2. `components/`** +Contains all the core components and decision-oriented modules in Spockflow, including: +- **Decision Trees**: Build decision trees to enforce rules for data enrichment and transformations. +- **Scorecards**: Create scoring systems for evaluating data based on multiple parameters. +- **Decision Tables**: Define mappings of input values to outputs based on set conditions. + +Each of these components is built as reusable modules that can be configured and inserted into your data flows. + +--- + +#### **3. `inference/`** +- Contains logic and tools to serve models via endpoints compatible with services like AWS SageMaker. + +--- + + +### **How to Define a Custom Node in Spockflow** + +In Spockflow, custom nodes allow users to extend the framework's functionality by creating new components that integrate seamlessly into the Hamilton DAG-based architecture. A custom node is a class that inherits from `VariableNode` and defines its own behavior for node creation, input handling, and execution. + +Here, we'll define a custom `Tree` node as an example of how to create a custom decision-making process using Spockflow’s infrastructure. + +#### **Step 1: Define the Custom Node Class** + +To create a custom node, you need to subclass `VariableNode` and define several key components, such as input fields, the `compile()` method, and custom logic for handling inputs and outputs. + +```python +class Tree(VariableNode): + # This is used in visualisation by Hamilton + doc: str = "This executes a user-defined decision tree" + + # Define fields using Pydantic (these can be any fields for configuration) + execution_conditions: typing.List[str] + execution_outputs: typing.List[str] + + # The compile function needs to be provided. By default, it will just return self. + def compile(self): + # This step may involve transforming or processing the input data into a usable format + from .compiled import CompiledNumpyTree + return CompiledNumpyTree(self) +``` + +- `execution_conditions` and `execution_outputs` are lists of strings that define the conditions and outputs associated with the decision tree. +- The `compile()` function is responsible for transforming the raw input data into a format that can be used by the Hamilton DAG. In this case, it initializes a `CompiledNumpyTree`. + +#### **Step 2: Define a Compiled Representation for the Node** + +To optimize how the node’s logic is executed, we can define a compiled version of the node, such as `CompiledNumpyTree`. This compiled version will contain the logic to handle the execution and manage inputs dynamically. + +```python +class CompiledNumpyTree: + def __init__(self, tree: Tree) -> None: + # This constructor will process and configure the tree into an executable form + self.tree = tree + # Additional processing logic for the tree can go here + + def _get_inputs(self, function: typing.Callable): + # Returns the expected input types for the node + node_input_types = {o: pd.DataFrame for o in self.tree.execution_outputs} + node_input_types.update({c: typing.Union[np.ndarray, pd.Series] for c in self.tree.execution_conditions}) + return node_input_types +``` + +- The `CompiledNumpyTree` class is responsible for transforming the raw `Tree` object into an optimized version that can be used in a Hamilton DAG. +- The `_get_inputs` function dynamically determines the input types required for this node’s execution. + +#### **Step 3: Define Node Functions with `@creates_node`** + +Next, we define the various operations that make up the logic of our custom `Tree` node. These operations are implemented as functions within the `Tree` class and are decorated with `@creates_node`. The `@creates_node` decorator tells Spockflow to treat these methods as subnodes within the Hamilton DAG. + +```python +from spockflow.nodes import creates_node +import numpy as np +import pandas as pd + +class Tree(VariableNode): + # Other fields and compile method defined previously + + @creates_node(kwarg_input_generator="_get_inputs") # Generates node inputs dynamically + def format_inputs( + self, **kwargs: typing.Union[pd.DataFrame, pd.Series] + ) -> TFormatData: + # Process inputs and return transformed data + pass + + @creates_node() # Defines a subnode for conditions met + def conditions_met(self, format_inputs: TFormatData) -> np.ndarray: + # Logic for evaluating conditions based on inputs + pass + + @creates_node() # Defines a subnode for prioritizing conditions + def prioritized_conditions(self, conditions_met: np.ndarray) -> np.ndarray: + # Logic for prioritizing conditions + pass + + @creates_node() # Defines a subnode for generating condition names + def condition_names(self, format_inputs: TFormatData) -> typing.List[str]: + # Logic to generate the names of the conditions + pass + + @creates_node() # Defines a subnode for the final decision logic + def all( + self, + format_inputs: TFormatData, + conditions_met: np.ndarray, + ) -> pd.DataFrame: + # Logic for making a decision based on inputs and conditions + pass + + @creates_node(is_namespaced=False) # This node will be created outside the namespace + def get_results( + self, + format_inputs: TFormatData, + prioritized_conditions: np.ndarray, + ) -> pd.DataFrame: + # Final output of the decision tree process + pass +``` + +- **`@creates_node`**: This decorator defines the function as a subnode in the DAG. + - The `kwarg_input_generator="_get_inputs"` argument is used to specify how to dynamically determine the input types for this node. + - Each method, such as `format_inputs()`, `conditions_met()`, etc., corresponds to a specific operation in the decision tree. + +The above tree when created as follows: + +```python +# Example Tree node instance +example_tree = Tree(execution_conditions=["a", "b"], execution_outputs=["c", "d"]) + +``` +will create the following DAG: +![](./tree.drawio.svg) + +- The above relationships represent the connections between nodes, where each `@creates_node` function becomes part of the Hamilton DAG. +- The `example_tree.format_inputs` node takes inputs `a`, `b`, `c`, and `d`, and feeds them into subsequent nodes like `conditions_met`, `prioritized_conditions`, and others. + +--- + +### **Summary of Custom Node Creation Steps** + +1. **Define the Node Class**: Inherit from `VariableNode` and specify fields such as conditions and outputs. +2. **Compile the Node**: Provide a `compile()` method to transform the node into an optimized executable form (e.g., `CompiledNumpyTree`). +3. **Define Operations as Subnodes**: Use `@creates_node` to define methods that represent different parts of the decision-making process. +4. **Establish Dependencies**: The created subnodes will automatically link based on their input/output relationships, forming a complete DAG. + +By following these steps, you can define complex, decision-oriented nodes in Spockflow and integrate them seamlessly into a Hamilton-based data pipeline. \ No newline at end of file diff --git a/docs/getting_started/contributing/architecure/tree.drawio.svg b/docs/getting_started/contributing/architecure/tree.drawio.svg new file mode 100644 index 0000000..f8b56fd --- /dev/null +++ b/docs/getting_started/contributing/architecure/tree.drawio.svg @@ -0,0 +1,300 @@ + + + + + + + + + + + + + + +
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+ + + Note: because of is_namespaced = false... + + + + + + + + + + Text is not SVG - cannot display + + + + \ No newline at end of file diff --git a/docs/getting_started/contributing/backlog.md b/docs/getting_started/contributing/backlog.md new file mode 100644 index 0000000..5a1ecda --- /dev/null +++ b/docs/getting_started/contributing/backlog.md @@ -0,0 +1,23 @@ +# Backlog items +## Configuration Management +1. Automatic model Validation: We need a way to validate configuration as soon as its changed before deploying a model +2. Parameter changing: We need better ways to abstract certain config parameters to be changed by exec levels + 1. We potentially need a ui to enable quick parameter changing + 2. We need to flesh out standards for parameter stores (not only file stores) + 3. We need a way to enable validation on parameters so that they cannot be changed the erroneous values. +3. Seamless deployment: We need a way to enable deployments without users needing to be familiar with github + 1. We need this to integrate well with parameters (the process to update a value like vat from 14% to 15% should be a 1 min job not a 30 min job) + 2. We need a way to verify results perhaps with backtesting or live data before deploying +4. Integration with A/B testing: We must make sure that all the retraining and ab testing work that is done is compatible with spockflow + 1. Node-level: Users may want to select a subsection of the model to alter and do ab testing with so that they are able to see the outcomes midflow and how it affected the process as a whole (multiple ab tests at the same time) +5. Dashboarding/tracing monitoring +## Tree Functionality +1. We should make it easy to migrate from the old format to the new format +2. We need a way to optimise tree structures using libraries such as sympy +3. We need a way to make trees work better with different data types. Currently it only supports int and float values. We will need to extend it that if we want a categorical string we are able to draw out the compute of changing the value to categorical before. +4. We should consider bringing an easy way to split the data and rejoin it after a tree. This way we can cull off parts of the pipeline where there is no data to compute. +## Dashboarding +1. We should consider creating easy to use dashboarding functionalities into the ui so that we can monitor the outputs of the flows. + + +We need a way to show feature use. Make sure you are able to catalog a feature and see the downstream impact of a feature on the entire system \ No newline at end of file diff --git a/docs/getting_started/contributing/index.md b/docs/getting_started/contributing/index.md new file mode 100644 index 0000000..89bc7c5 --- /dev/null +++ b/docs/getting_started/contributing/index.md @@ -0,0 +1,12 @@ +```{include} ../../../CONTRIBUTING.md +:relative-docs: docs +:relative-images: +``` + +# Useful Links +```{toctree} + +Architecture +Roadmap +Backlog +``` \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_plugin/architecture.drawio.svg b/docs/getting_started/contributing/roadmap/as_a_plugin/architecture.drawio.svg new file mode 100644 index 0000000..74ecf83 --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_plugin/architecture.drawio.svg @@ -0,0 +1,94 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ + + Developer... + + + + + + + + + + + + + + + + + + + + + + Text is not SVG - cannot display + + + + \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_plugin/index.md b/docs/getting_started/contributing/roadmap/as_a_plugin/index.md new file mode 100644 index 0000000..5ad88ca --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_plugin/index.md @@ -0,0 +1,44 @@ +# Description +Integrating the UI as a plugin involves making an extra side menu item for dsp-rule-engine. This could be done in a similar fashion to the existing Redshift plugin or the git plugin. The final result could be similar to the mockup shown below. +![mockup](./mockup.drawio.svg) + +The system will rely on the same methods of model deployment as we currently use but can add a few convenience utilities such as automatically creating a folder with the project details and helping the user to link the project with git. It could potentially also facilitate creating the appropriate pull requests to kick off model deployment. A potential architecture of this solution could look as follows: +![Architecture](./architecture.drawio.svg) +# User Stories +## The Developers (Advanced) +For advanced rule developers this is likely the most convenient option as they will likely already be working in a sagemaker environment. The advanced rule developer will start their process off loading some data from redshift. Ideally there would be a convenient way to get this data directly into the ui so that as rules are added they can get a visual representation of the counts of data that fall within each segment and potentially add a set of criteria like accuracy with a target and detection rate that they can view. The advanced developer would likely switch back and fourth between this view and a notebook to develop more features or use other tools to discover better decision boundaries. + +Once the developer is done with their rules they could press a button that would generate a initial spock workflow from a template and add the config to the flow. They could then import this into their current notebook and run it on live data to generate a report. Some reporting templates can also be incorporated as part of the deploy template to make this process easier. + +As part of the template the user should specify a validation dataset and a set of metrics that the model should conform to before it is considered valid. This could be a set of exact requests and responses for specific cases but more generally it could be a target accuracy or alert rate that must be met on a dataset. This way in the future modifications to rules can quickly be validated. + +When the developer is happy with the process they could commit the code to a repo and begin the model deployment process. The above validations and metrics will be calculated on deployment and displayed to the user which they can inspect before approving the stage to finally deploy into the respective environments. +## The Developers (Basic) +For developers which are more used to a UI tool this may be a bit inconvenient as they will likely need to get familiar with a new environment (Sagemaker) and they will now need to spin up an instance before they can do any work rather than just going to a page and getting started. Once they have navigated the terrain their process will be quite similar to the advanced developer. They will open the tool and create a project. They will likely not switch too much between notebooks and the app and will likely stay within the confines of safety. + +For the basic developers it will be more essential to attempt to integrate the raw data into the flow creation process so that they can get real-time feedback as the develop rules and in the future entire workflows. These developers will need a way to automatically evaluate if things like features are not available in the source data. For an initial step data can be provided as a csv/parquet source. However in the future with a flow we could introduce a source in the form of either a request or a redshift datasource. + +The development of standard and custom metrics will be essential to enable these developers to be data driven rather than basing their decisions on pure intuition. Once these developers have met targets on their metrics they can export their models in an identical fashion to the advanced developers. These developers will likely initially struggle with the concept of a notebook environment to view reporting; However, with targeted templates we could assist them in gathering beneficial metrics to properly validate the rules that they have created. These templates would have to tie in well with the model validation process and potentially prompt the user to define thresholds to evaluate the model on. + +The ui can assist these developers greatly in getting git setup and assisting with the deployment process. +## The Maintainers +Maintainers are typically on the same skill-level as the Basic Developers and may even be less of a technical audience attempting to adjust a simple threshold. Due to this they will likely have a hard time opening the environment and cloning a repo to get started. Tight integration between the widget could assist the user as it may be possible to do a discovery process were the user can just select an existing model and it could clone it or open the folder. However this integration would be challenging for open-source as it would be very targeted to how our systems are setup unless a plugin system is used. + +Once the maintainer has an existing project cloned they will begin development in a similar fashion to the basic developer. A maintainer will generally stick to making minor adjustments to rules such as changing parameters, thresholds or occasionally adding or deleting a rule. + +The maintainer can rely on the tool to make a commit and push with changes however they would likely battle to make a pr and navigate the model deployment process. A link could be generated to submit the pr and docs could be linked to; however for an executive trying to change a simple threshold this might be quite a cumbersome task. +## The Endpoint Users +Endpoint users will be in tight communication with the developers to understand what input features need to be given into the model. They will at the end of the day be given a url to invoke to integrate with the final model. + +If new features are added to the model they will need to ensure that the upstream dependencies are updated in a way that is backwards compatible (always add new features and don't delete old features for a rollover period). That way upstream jobs can be deployed before the rules are changed and ideally a rollover can be smooth. If this is not a possibility they will need to communicate with the Developer that there needs to be a major version change and in this case the new model will be deployed to a new endpoint /v1 vs /v2 and should be deployed before the upstream job. The model can be configured to return a model version so that any downstream logic can handle the results accordingly. +## The Monitors +There will likely be people who are interested in monitoring the real-time performance of the model to determine the accuracy over time. For these cases it will be the responsibility of the developer or endpoint user to integrate the results back into redshift this can be done with the use of endpoint capture or just by storing the results at the end of the day. Ideally results will be enriched at some point with ground-truth values such as if the fraud is confirmed or not. Feature pipelines or prodbooks can be developed to calculate desired metrics and this can be used then in a report on PowerBI for teams to monitor. Setting up the entire monitoring process has quite a few moving parts and may be considered cumbersome. +# Advantages +- A plugin has more control than a widget +- We do not not need to host it (use of existing compute) +# Limitations +- Hard to maintain (Plugin developers are niche) +- Hard to setup (Not much documentation on creating sagemaker plugins is it the same as standard jupyter lab) +- Clients need to login to sagemaker +- Limits possibilities for open-source (niche) +- Hard for managers just wanting to update a parameter \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_plugin/mockup.drawio.svg b/docs/getting_started/contributing/roadmap/as_a_plugin/mockup.drawio.svg new file mode 100644 index 0000000..35f2bf4 --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_plugin/mockup.drawio.svg @@ -0,0 +1,120 @@ + + + + + + + + + + + + + + + + +
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+ + + Parameters + + + + + + + + + + + + Text is not SVG - cannot display + + + + \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_service/architecture.drawio.svg b/docs/getting_started/contributing/roadmap/as_a_service/architecture.drawio.svg new file mode 100644 index 0000000..d4c686c --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_service/architecture.drawio.svg @@ -0,0 +1,82 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ + + Developer... + + + + + + + + + Text is not SVG - cannot display + + + + \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_service/index.md b/docs/getting_started/contributing/roadmap/as_a_service/index.md new file mode 100644 index 0000000..1033443 --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_service/index.md @@ -0,0 +1,28 @@ +# Description +Exposing the UI as a service means that the app will have its own url and be hosted on odin. It can be possible for clients to spin up their own instances or make use of a shared centralized instance. An example ui could look as follows: +![mockup](./mockup.drawio.svg) + +The system could make use of the current approach to deployments. It could also act as a hosting system of its own and create endpoints for flows automatically without the need for additional deployments. This would be advantageous as it opens the possibilities for one click deployments or more advanced AB testing as we can control everything about how the model is rolled out or how it is executed. The architecture could look as follows: +![Architecture](./architecture.drawio.svg) +# User Stories +## The Developers (Advanced) +Developers will be able to log in using the portal and navigate to the page. From there they can develop rules in a similar way to what they would as a plugin. To allow them to continue to work in their notebooks it would also be possible to create a widget that can integrate with the server. This will enable the advanced developer to quickly switch between notebook environments and rule development keeping it all in one environment. +## The Developers (Basic) +Developers with less technical backgrounds will find it easier to log into a dedicated app as they do not need to navigate through sagemaker to get into the app. The app and server will always be running so there will be less time required to get up and running. A hosted app will be ideal for basic developers as they will be used to low-code environments where they do not need to look at a single line of code for most usecases. They will log into the app develop a flow and press a button to deploy. +## The Maintainers +The flow of the maintainers will be identical to the developers. However it will be possible to even further simplify the maintenance of executive parameters and thresholds. Essential parameters can be extracted from flows and separated into their own interface. Here it will be possible for maintainers who aren't very technically inclined to update exposed thresholds based on descriptions and test their effects on certain key metrics without ever having to unpack the system as a whole. It will also be possible to create simplified ways to deploy the model using a UI so that maintainers do not need to be familiar with git. +## The Endpoint Users +Endpoint users will be able to use the model in an identical fashion to always. However as a service it may be possible to create a custom serving layer. With a custom serving layer we can handle cases such as automatic rerouting based on input payload capabilities, higher level orchestration (The output of one flow could determine which other flows need to be invoked before a result is returned.), and a prescriptive means for storing and retrieving versioned config. +## The Monitors +A custom service enables us to create a real-time dashboard where we are able to integrate with the serving layer and extract metrics on inputs, outputs or branches taken for each request. We will be able to provide advanced monitoring capacities that will be useful for cases like fraud where we would like to see which rules are affective and which branches are taken in real-time. It would also enable monitors to quickly react if they see that a given rule is producing too few or too many alerts. +# Advantages +- Can use additional protocols (not limited to HTTP requests for inference) +- Easier to integrate with a standardized parameter store if we host the models +# Limitations +- Extra Overheads. Need to worry about: + - authentication + - Access control + - Backups and DR + - Code execution security (may be possible to extract information about other flows by running your flow and inspecting globals) + - Processing capacity and autoscaling +- Need to keep at least a pilot server constantly running. \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_service/mockup.drawio.svg b/docs/getting_started/contributing/roadmap/as_a_service/mockup.drawio.svg new file mode 100644 index 0000000..a173dca --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_service/mockup.drawio.svg @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_widget/architecture.drawio.svg b/docs/getting_started/contributing/roadmap/as_a_widget/architecture.drawio.svg new file mode 100644 index 0000000..8eea089 --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_widget/architecture.drawio.svg @@ -0,0 +1,106 @@ + + + + + + + + + + + + + + + + +
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+ + + Developer... + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ + + Endpoint U... + + + + + + + + + Text is not SVG - cannot display + + + + \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_widget/index.md b/docs/getting_started/contributing/roadmap/as_a_widget/index.md new file mode 100644 index 0000000..8239440 --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_widget/index.md @@ -0,0 +1,20 @@ +# User Stories +A widget would be similar to a plugin but it would only run inside a running jupyter notebook. So it would have limited functionality and not integrate with the sidebar. An example could look as follows: +![mockup](./mockup.drawio.svg) + +The widget would act in a similar fashion to the plugin. There would be minimal differences apart from it would likely be harder to automate some tasks like repo creation. We would likely need to lean more into odin for the creation of repos and would require that developers of rules are more technical. +![Architecture](./architecture.drawio.svg) +## The Developers +The user story would be identical to a plugin. A user would likely start their journey in odin to create a new repo. They would then go to github to get the link and then open sagemaker to clone the repo and start development. Once they are done they will push their changes, go back to github to deploy their model and use a tool like postman to test their model before deploying it to various environments. +## The Maintainers +Maintainers would need to be the most technical for this as they would need to be comfortable cloning a repo before making changes to config either using a widget by running in a notebook or by editing it directly in json format. They would then need to know how to push to a branch and go back to github to do the deployment before testing in dev. +# Advantages +- We do not not need to host it (use of existing compute) +- Easier to maintain than a Plugin (less moving parts) +# Limitations +- Hard to maintain (Widget developers are niche) +- Hard to setup (Not much documentation on creating sagemaker plugins is it the same as standard jupyter lab) +- Clients need to login to sagemaker +- Clients need to be familiar with github and jupyter +- Limits possibilities for open-source (niche) +- Hard for managers just wanting to update a parameters \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/as_a_widget/mockup.drawio.svg b/docs/getting_started/contributing/roadmap/as_a_widget/mockup.drawio.svg new file mode 100644 index 0000000..7689615 --- /dev/null +++ b/docs/getting_started/contributing/roadmap/as_a_widget/mockup.drawio.svg @@ -0,0 +1,7 @@ + + + + + + + \ No newline at end of file diff --git a/docs/getting_started/contributing/roadmap/index.md b/docs/getting_started/contributing/roadmap/index.md new file mode 100644 index 0000000..e69de29 diff --git a/docs/getting_started/index.md b/docs/getting_started/index.md index 99dbc4d..542798d 100644 --- a/docs/getting_started/index.md +++ b/docs/getting_started/index.md @@ -6,6 +6,6 @@ Welcome to Spockflow! This guide will help you get up and running with Spockflow Installation Guide Quick Start -Contributing +Contributing License ``` diff --git a/docs/getting_started/license.md b/docs/getting_started/license.md index 6e89b44..8479381 100644 --- a/docs/getting_started/license.md +++ b/docs/getting_started/license.md @@ -1,3 +1,6 @@ # License -Coming Soon \ No newline at end of file +```{include} ../../LICENSE +:relative-docs: docs +:relative-images: +``` \ No newline at end of file diff --git a/dsp-re-ui/.gitignore b/dsp-re-ui/.gitignore new file mode 100644 index 0000000..e5c939f --- /dev/null +++ b/dsp-re-ui/.gitignore @@ -0,0 +1,39 @@ +.DS_STORE +node_modules +scripts/flow/*/.flowconfig +.flowconfig +*~ +*.pyc +.grunt +_SpecRunner.html +__benchmarks__ +build/ +remote-repo/ +coverage/ +.module-cache +fixtures/dom/public/react-dom.js +fixtures/dom/public/react.js +test/the-files-to-test.generated.js +*.log* +chrome-user-data +*.sublime-project +*.sublime-workspace +.idea +*.iml +.vscode +*.swp +*.swo + +packages/react-devtools-core/dist +packages/react-devtools-extensions/chrome/build +packages/react-devtools-extensions/chrome/*.crx +packages/react-devtools-extensions/chrome/*.pem +packages/react-devtools-extensions/firefox/build +packages/react-devtools-extensions/firefox/*.xpi +packages/react-devtools-extensions/firefox/*.pem +packages/react-devtools-extensions/shared/build +packages/react-devtools-extensions/.tempUserDataDir +packages/react-devtools-fusebox/dist +packages/react-devtools-inline/dist +packages/react-devtools-shell/dist +packages/react-devtools-timeline/dist \ No newline at end of file diff --git a/dsp-re-ui/README.md b/dsp-re-ui/README.md new file mode 100644 index 0000000..a6c55f6 --- /dev/null +++ b/dsp-re-ui/README.md @@ -0,0 +1,82 @@ +# Data Science Platform (DSP) Rule Engine UI + +## Overview + +The DSP Rule Engine UI is a React-based application that allows users to visually build decision trees for rule-based decision-making systems. Once the trees are built, users can save and execute them through endpoints or visualize and test them within a Jupyter notebook. + +## Prerequisites + +Before getting started, make sure you have the following installed: + +- **Node.js** (for running the React app) +- **Yarn** or **npm** (for managing dependencies) +- **Python** (for running the backend model and Jupyter notebooks) +- **Graphviz** (for visualizing decision trees in the notebook) + +## Installation + +1. Clone the repository: + + ```bash + git clone https://github.com/capitec/dsp-re-ui.git + cd dsp-re-ui + ``` + +2. Install the dependencies using **Yarn** or **npm**: + + - Using **npm**: + ```bash + npm install + ``` + + - Or using **Yarn** (if you prefer Yarn): + ```bash + yarn install + ``` + +## Running the React App + +To start the React application in development mode: + +- Using **npm**: + ```bash + npm start + ``` + +- Using **Yarn**: + ```bash + yarn start + ``` + +This will start the UI on `http://localhost:3000`, where you can interact with the decision tree builder. + +## Visual Decision Tree Builder + +The UI allows you to visually build decision trees. Once a decision tree is created, you can save it to a configuration file. + +1. **Add Config to `config.json`**: + - After building the tree in the UI, save the configuration to the file `dsp-re-ui/example/tree/source_dir/config.json`. + +2. **Run the Model with VSCode**: + - You can use VSCode to launch the decision tree model as an endpoint based on the config file. + +3. **Visualize and Test in Jupyter Notebook**: + - Alternatively, you can use the notebook `dsp-re-ui/example/tree/test.ipynb` to visualize the decision tree (make sure **Graphviz** is installed) and test it with batch data on the model. + +## Running the Project Manually + +If you'd prefer to run the project manually, you can use the following command: + +```bash +MODEL_PREFIX="dsp-re-ui/example/tree" MODEL_RELATIVE_PATH="source_dir" MODEL_VERSION="0.0.0" uvicorn spockflow.inference.server.asgi:app --reload +``` + +Make sure to replace the relevant paths if needed, and this will start the backend server for your decision tree model. + +## License + +This project is licensed under the MIT License - see the [LICENSE](../LICENSE) file for details. + +--- + +Now, the README includes options for **Yarn** alongside the npm instructions, offering flexibility for users who prefer Yarn as their package manager. \ No newline at end of file diff --git a/dsp-re-ui/components.json b/dsp-re-ui/components.json new file mode 100644 index 0000000..3aedb46 --- /dev/null +++ b/dsp-re-ui/components.json @@ -0,0 +1,22 @@ +{ + "$schema": "https://ui.shadcn.com/schema.json", + "style": "new-york", + "rsc": false, + "tsx": true, + "tailwind": { + "config": "tailwind.config.js", + "css": "src/index.css", + "baseColor": "zinc", + "cssVariables": true, + "prefix": "" + }, + "aliases": { + "components": "@/components", + "utils": "@/lib/utils", + "ui": "@/components/ui", + "lib": "@/lib", + "hooks": "@/hooks" + }, + "iconLibrary": "lucide" + } + \ No newline at end of file diff --git a/dsp-re-ui/craco.config.js b/dsp-re-ui/craco.config.js new file mode 100644 index 0000000..533f8e9 --- /dev/null +++ b/dsp-re-ui/craco.config.js @@ -0,0 +1,18 @@ +const CracoAlias = require("craco-alias"); + +module.exports = { + plugins: [ + { + plugin: CracoAlias, + options: { + source: "tsconfig", + // baseUrl SHOULD be specified + // plugin does not take it from tsconfig + baseUrl: "./src", + /* tsConfigPath should point to the file where "baseUrl" and "paths" + are specified*/ + tsConfigPath: "./tsconfig.paths.json" + } + } + ] +}; \ No newline at end of file diff --git a/dsp-re-ui/example/tree/.gitignore b/dsp-re-ui/example/tree/.gitignore new file mode 100644 index 0000000..0c71fb9 --- /dev/null +++ b/dsp-re-ui/example/tree/.gitignore @@ -0,0 +1,2 @@ +source_dir/config.json +data.json \ No newline at end of file diff --git a/dsp-re-ui/example/tree/dtreevis.ipynb b/dsp-re-ui/example/tree/dtreevis.ipynb new file mode 100644 index 0000000..4d78b2f --- /dev/null +++ b/dsp-re-ui/example/tree/dtreevis.ipynb @@ -0,0 +1,1498 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "!pip install dtreeviz" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%config InlineBackend.figure_format = 'retina' # Make visualizations look good\n", + "#%config InlineBackend.figure_format = 'svg' \n", + "%matplotlib inline\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "from spockflow.components.treelite import Tree\n", + "from spockflow.components.treelite.core import CompiledTreeliteTree, OutputEncoding\n", + "import json\n", + "import treelite.sklearn\n", + "import numpy as np\n", + "import pandas as pd\n", + "import dtreeviz\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "with open(\"source_dir/config.json\") as fp:\n", + " tree = Tree.model_validate_json(fp.read())" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "node_id_mapping, leaf_nodes = CompiledTreeliteTree._get_node_id_mapping(tree.nodes)\n", + "root_nodes = CompiledTreeliteTree._identify_independent_tree_roots(tree.nodes)\n", + "trees = [\n", + " CompiledTreeliteTree._build_treelite_tree(\n", + " root_nodes=[rn], \n", + " tree=tree, \n", + " node_id_mapping=node_id_mapping,\n", + " output_encoding=OutputEncoding.ONE_HOT\n", + " ).commit() for rn in root_nodes\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "sklearn_tree = treelite.sklearn.export_model(trees[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+ ], + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "viz_model.view(scale=0.8)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "spockappdev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/dsp-re-ui/example/tree/source_dir/inference.py b/dsp-re-ui/example/tree/source_dir/inference.py new file mode 100644 index 0000000..7d2464d --- /dev/null +++ b/dsp-re-ui/example/tree/source_dir/inference.py @@ -0,0 +1,70 @@ +import os +import json +from io import BytesIO +import pandas as pd +from spockflow.inference.config.loader.base import ConfigManager +from spockflow.inference.io.responses import CSVResponse, JSONResponse +from spockflow.inference.io.encoders import ( + content_types, +) + + +def combine_to_df(result: dict): + return pd.concat([result["results"], result["paths"]], axis=1) + + +def encode_csv(result: dict): + result = combine_to_df(result) + return CSVResponse(content=result.to_csv(header=True, index=False)) + + +def encode_json(result: dict): + + result = combine_to_df(result) + res = result.to_dict(orient="records") + if len(res) == 1: + res = res[0] + return JSONResponse(res) + + +encoders = {} +encoders[content_types.JSON] = encode_json +encoders[content_types.CSV] = encode_csv +encoders[content_types.ALL] = encoders[content_types.JSON] + + +def decode_json(data: bytes): + return pd.json_normalize(json.loads(data)) + + +def decode_csv(data: bytes): + return pd.read_csv(BytesIO(data)) + + +decoders = {} +decoders[content_types.JSON] = decode_json +decoders[content_types.CSV] = decode_csv + + +class ParameterStoreConfigManager(ConfigManager): + def get_latest_version(self, model_name: str) -> "str": + return "0.0.0" + + def get_config(self, model_name: str, model_version: str): + with open(os.path.join(os.path.split(__file__)[0], "config.json")) as fp: + config = json.load(fp) + + return {"tree": config} + + def save_to_config( + self, + model_name: str, + model_version: str, + namespace: str, + config, + key, + ): + raise NotImplementedError("Cannot yet save to the parameter store") + + +model_config_cls = ParameterStoreConfigManager diff --git a/dsp-re-ui/example/tree/source_dir/main.py b/dsp-re-ui/example/tree/source_dir/main.py new file mode 100644 index 0000000..efe9465 --- /dev/null +++ b/dsp-re-ui/example/tree/source_dir/main.py @@ -0,0 +1,25 @@ +import typing +import numpy as np +import pandas as pd +from spockflow.core import initialize_spock_module +from spockflow.components.treelite import Tree +from hamilton.function_modifiers import inject, source + +results = Tree.from_config("tree") + + +@inject( + prioritized_tree_paths=source("results.prioritized_tree_paths"), + path_keys=source("results.tree_path_keys"), +) +def paths( + prioritized_tree_paths: np.ndarray, path_keys: typing.List[str] +) -> pd.DataFrame: + return pd.DataFrame(data=prioritized_tree_paths, columns=path_keys) + + +initialize_spock_module( + __name__, + output_names=["results", "paths"], + included_modules=[], +) diff --git a/dsp-re-ui/example/tree/test.ipynb b/dsp-re-ui/example/tree/test.ipynb new file mode 100644 index 0000000..e82e7ae --- /dev/null +++ b/dsp-re-ui/example/tree/test.ipynb @@ -0,0 +1,102 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from spockflow.inference import handler\n", + "import pandas as pd\n", + "import os\n", + "import json\n", + "import requests\n", + "\n", + "os.environ[\"MODEL_PREFIX\"] = os.path.abspath(\".\")\n", + "os.environ[\"MODEL_RELATIVE_PATH\"] = \"source_dir\"\n", + "h = handler.ServingHandler.from_model_project()\n", + "model = h.model_cache.get(None, None)\n", + "model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with open(\"data.json\") as fp:\n", + " input_data = pd.json_normalize(json.load(fp))\n", + "input_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "combined_res = model.execute(\n", + " inputs=input_data, \n", + ")\n", + "combined_res" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "res_everything = model.raw_execute(\n", + " inputs=input_data, \n", + " final_vars=list(model.graph.nodes.keys())\n", + ")\n", + "res_everything" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "resp = requests.post(\n", + " \"http://localhost:8000/invocations\",\n", + " data = input_data.to_json(orient=\"records\").encode() ,\n", + " headers={\"accept\": \"*/*\", \"Content-Type\": \"application/json\"}\n", + ")\n", + "resjson = resp.json()\n", + "resjson" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "spock", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/dsp-re-ui/example/tree/titanic.csv b/dsp-re-ui/example/tree/titanic.csv new file mode 100644 index 0000000..5cc466e --- /dev/null +++ b/dsp-re-ui/example/tree/titanic.csv @@ -0,0 +1,892 @@ 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"@types/react-dom": "^18.3.1", + "@xyflow/react": "^12.3.6", + "axios": "^1.7.8", + "class-variance-authority": "^0.7.1", + "clsx": "^2.1.1", + "cmdk": "^1.0.0", + "d3-shape": "^3.2.0", + "http-proxy-middleware": "^3.0.3", + "lucide-react": "^0.465.0", + "react": "^18.3.1", + "react-dom": "^18.3.1", + "react-scripts": "^5.0.1", + "rete": "^2.0.5", + "rete-area-plugin": "^2.1.3", + "rete-auto-arrange-plugin": "^2.0.2", + "rete-connection-path-plugin": "^2.0.4", + "rete-connection-plugin": "^2.0.5", + "rete-context-menu-plugin": "^2.0.4", + "rete-history-plugin": "^2.0.2", + "rete-minimap-plugin": "^2.0.3", + "rete-react-plugin": "^2.0.7", + "rete-readonly-plugin": "^2.0.2", + "rete-render-utils": "^2.0.3", + "styled-components": "^6.1.13", + "tailwind-merge": "^2.5.5", + "tailwindcss-animate": "^1.0.7", + "typescript": "^4.9.5", + "uuid": "^11.0.3", + "web-vitals": "^2.1.4" + }, + "scripts": { + "start": "craco start", + "build": "craco build", + "test": "react-scripts test", + "eject": "react-scripts eject" + }, + "eslintConfig": { + "extends": [ + "react-app", + "react-app/jest" + ] + }, + "browserslist": { + "production": [ + ">0.2%", + "not dead", + "not op_mini all" + ], + "development": [ + "last 1 chrome version", + "last 1 firefox version", + "last 1 safari version" + ] + }, + "devDependencies": { + "@babel/plugin-proposal-private-property-in-object": "^7.21.11", + "@types/d3-shape": "^3.1.6", + "craco-alias": "^3.0.1", + "tailwindcss": "^3.4.16" + } +} diff --git a/dsp-re-ui/public/favicon.ico b/dsp-re-ui/public/favicon.ico new file mode 100644 index 0000000..a11777c Binary files /dev/null and b/dsp-re-ui/public/favicon.ico differ diff --git a/dsp-re-ui/public/index.html b/dsp-re-ui/public/index.html new file mode 100644 index 0000000..9b54e4e --- /dev/null +++ b/dsp-re-ui/public/index.html @@ -0,0 +1,20 @@ + + + + + + + + + + + React App + + + +
+ + diff --git a/dsp-re-ui/public/logo192.png b/dsp-re-ui/public/logo192.png new file mode 100644 index 0000000..fc44b0a Binary files /dev/null and b/dsp-re-ui/public/logo192.png differ diff --git a/dsp-re-ui/public/logo512.png b/dsp-re-ui/public/logo512.png new file mode 100644 index 0000000..a4e47a6 Binary files /dev/null and b/dsp-re-ui/public/logo512.png differ diff --git a/dsp-re-ui/public/manifest.json b/dsp-re-ui/public/manifest.json new file mode 100644 index 0000000..080d6c7 --- /dev/null +++ b/dsp-re-ui/public/manifest.json @@ -0,0 +1,25 @@ +{ + "short_name": "React App", + "name": "Create React App Sample", + "icons": [ + { + "src": "favicon.ico", + "sizes": "64x64 32x32 24x24 16x16", + "type": "image/x-icon" + }, + { + "src": "logo192.png", + "type": "image/png", + "sizes": "192x192" + }, + { + "src": "logo512.png", + "type": "image/png", + "sizes": "512x512" + } + ], + "start_url": ".", + "display": "standalone", + "theme_color": "#000000", + "background_color": "#ffffff" +} diff --git a/dsp-re-ui/public/robots.txt b/dsp-re-ui/public/robots.txt new file mode 100644 index 0000000..e9e57dc --- /dev/null +++ b/dsp-re-ui/public/robots.txt @@ -0,0 +1,3 @@ +# https://www.robotstxt.org/robotstxt.html +User-agent: * +Disallow: diff --git a/dsp-re-ui/src/components/core/App.css b/dsp-re-ui/src/components/core/App.css new file mode 100644 index 0000000..748abd5 --- /dev/null +++ b/dsp-re-ui/src/components/core/App.css @@ -0,0 +1,2 @@ +.App { +} diff --git a/dsp-re-ui/src/components/core/App.test.tsx b/dsp-re-ui/src/components/core/App.test.tsx new file mode 100644 index 0000000..2a68616 --- /dev/null +++ b/dsp-re-ui/src/components/core/App.test.tsx @@ -0,0 +1,9 @@ +import React from 'react'; +import { render, screen } from '@testing-library/react'; +import App from './App'; + +test('renders learn react link', () => { + render(); + const linkElement = screen.getByText(/learn react/i); + expect(linkElement).toBeInTheDocument(); +}); diff --git a/dsp-re-ui/src/components/core/App.tsx b/dsp-re-ui/src/components/core/App.tsx new file mode 100644 index 0000000..df589e2 --- /dev/null +++ b/dsp-re-ui/src/components/core/App.tsx @@ -0,0 +1,45 @@ +import React from 'react'; +import './App.css'; +import Editor from '@components/editor/Editor'; +import { SidebarProvider, SidebarTrigger, SidebarInset } from "@/components/ui/sidebar" +import { AppSidebar } from '@components/sidebar/Sidebar'; +import { EditorProvider } from '@components/editor/EditorContext'; +import { + ReactFlowProvider, +} from '@xyflow/react'; +import { Toaster } from "@/components/ui/toaster" + +function App() { + return ( +
+ + + + + +
+ + +
+ + + + + + + +
+ ); +} + +export default App; + + + +{/* + +
+ + +
+ */} \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/CustomHandle.tsx b/dsp-re-ui/src/components/editor/CustomHandle.tsx new file mode 100644 index 0000000..f109515 --- /dev/null +++ b/dsp-re-ui/src/components/editor/CustomHandle.tsx @@ -0,0 +1,260 @@ +// This code is largely adapted from +// https://github.com/xyflow/xyflow/blob/411115f05b4a5b9c15f366e5537baeceab7899ec/packages/react/src/components/Handle/index.tsx +import { + type HTMLAttributes, + type MouseEvent as ReactMouseEvent, + type TouchEvent as ReactTouchEvent, + type ForwardedRef, + memo, + forwardRef, + } from 'react'; + import cc from 'classcat'; + import { shallow } from 'zustand/shallow'; + import { + errorMessages, + Position, + XYHandle, + getHostForElement, + isMouseEvent, + addEdge, + type HandleProps as HandlePropsSystem, + type Connection, + type HandleType, + ConnectionMode, + OnConnect, + ConnectionState, + Optional, + } from '@xyflow/system'; + + import { useStore, useStoreApi, useNodeId, type ReactFlowState } from '@xyflow/react'; + + /** + * @expand + */ + export type HandleProps = HandlePropsSystem & + Omit, 'id'> & { + /** Callback called when connection is made */ + onConnect?: OnConnect; + }; + + const selector = (s: ReactFlowState) => ({ + connectOnClick: s.connectOnClick, + noPanClassName: s.noPanClassName, + rfId: s.rfId, + }); + + const connectingSelector = + (nodeId: string | null, handleId: string | null, type: HandleType) => (state: ReactFlowState) => { + const { connectionClickStartHandle: clickHandle, connectionMode, connection } = state; + const { fromHandle, toHandle, isValid } = connection; + const connectingTo = toHandle?.nodeId === nodeId && toHandle?.id === handleId && toHandle?.type === type; + + return { + connectingFrom: fromHandle?.nodeId === nodeId && fromHandle?.id === handleId && fromHandle?.type === type, + connectingTo, + clickConnecting: clickHandle?.nodeId === nodeId && clickHandle?.id === handleId && clickHandle?.type === type, + isPossibleEndHandle: + connectionMode === ConnectionMode.Strict + ? fromHandle?.type !== type + : nodeId !== fromHandle?.nodeId || handleId !== fromHandle?.id, + connectionInProcess: !!fromHandle, + clickConnectionInProcess: !!clickHandle, + valid: connectingTo && isValid, + }; + }; + + function HandleComponent( + { + type = 'source', + position = Position.Top, + isValidConnection, + isConnectable = true, + isConnectableStart = true, + isConnectableEnd = true, + id, + onConnect, + children, + className, + onMouseDown, + onTouchStart, + ...rest + }: HandleProps, + ref: ForwardedRef + ) { + const handleId = id || null; + const isTarget = type === 'target'; + const store = useStoreApi(); + const nodeId = useNodeId(); + const { connectOnClick, noPanClassName, rfId } = useStore(selector, shallow); + const { + connectingFrom, + connectingTo, + clickConnecting, + isPossibleEndHandle, + connectionInProcess, + clickConnectionInProcess, + valid, + } = useStore(connectingSelector(nodeId, handleId, type), shallow); + if (!nodeId) { + store.getState().onError?.('010', errorMessages['error010']()); + } + + const onConnectExtended = (params: Connection) => { + const { defaultEdgeOptions, onConnect: onConnectAction, hasDefaultEdges } = store.getState(); + + const edgeParams = { + ...defaultEdgeOptions, + ...params, + }; + if (hasDefaultEdges) { + const { edges, setEdges } = store.getState(); + setEdges(addEdge(edgeParams, edges)); + } + + onConnectAction?.(edgeParams); + onConnect?.(edgeParams); + }; + + const onPointerDown = (event: ReactMouseEvent | ReactTouchEvent) => { + if (!nodeId) { + return; + } + + const isMouseTriggered = isMouseEvent(event.nativeEvent); + + if ( + isConnectableStart && + ((isMouseTriggered && (event as ReactMouseEvent).button === 0) || !isMouseTriggered) + ) { + const currentStore = store.getState(); + + XYHandle.onPointerDown(event.nativeEvent, { + autoPanOnConnect: currentStore.autoPanOnConnect, + connectionMode: currentStore.connectionMode, + connectionRadius: currentStore.connectionRadius, + domNode: currentStore.domNode, + nodeLookup: currentStore.nodeLookup, + lib: currentStore.lib, + isTarget, + handleId, + nodeId, + flowId: currentStore.rfId, + panBy: currentStore.panBy, + cancelConnection: currentStore.cancelConnection, + onConnectStart: currentStore.onConnectStart, + onConnectEnd: currentStore.onConnectEnd, + updateConnection: currentStore.updateConnection, + onConnect: onConnectExtended, + isValidConnection: isValidConnection || currentStore.isValidConnection, + getTransform: () => store.getState().transform, + getFromHandle: () => store.getState().connection.fromHandle, + autoPanSpeed: currentStore.autoPanSpeed, + }); + } + + if (isMouseTriggered) { + onMouseDown?.(event as ReactMouseEvent); + } else { + onTouchStart?.(event as ReactTouchEvent); + } + }; + + const onClick = (event: ReactMouseEvent) => { + const { + onClickConnectStart, + onClickConnectEnd, + connectionClickStartHandle, + connectionMode, + isValidConnection: isValidConnectionStore, + lib, + rfId: flowId, + nodeLookup, + connection: connectionState, + } = store.getState(); + + if (!nodeId || (!connectionClickStartHandle && !isConnectableStart)) { + return; + } + + if (!connectionClickStartHandle) { + onClickConnectStart?.(event.nativeEvent, { nodeId, handleId, handleType: type }); + store.setState({ connectionClickStartHandle: { nodeId, type, id: handleId } }); + return; + } + + const doc = getHostForElement(event.target as HTMLElement); + const isValidConnectionHandler = isValidConnection || isValidConnectionStore; + const { connection, isValid } = XYHandle.isValid(event.nativeEvent, { + handle: { + nodeId, + id: handleId, + type, + }, + connectionMode, + fromNodeId: connectionClickStartHandle.nodeId, + fromHandleId: connectionClickStartHandle.id || null, + fromType: connectionClickStartHandle.type, + isValidConnection: isValidConnectionHandler, + flowId, + doc, + lib, + nodeLookup, + }); + + if (isValid && connection) { + onConnectExtended(connection); + } + + const connectionClone = structuredClone(connectionState) as Optional; + delete connectionClone.inProgress; + connectionClone.toPosition = connectionClone.toHandle ? connectionClone.toHandle.position : null; + onClickConnectEnd?.(event as unknown as MouseEvent, connectionClone); + + store.setState({ connectionClickStartHandle: null }); + }; + + return ( +
+ {children} +
+ ); + } + + + export const Handle = memo(forwardRef(HandleComponent)); \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/Editor.tsx b/dsp-re-ui/src/components/editor/Editor.tsx new file mode 100644 index 0000000..2fe0980 --- /dev/null +++ b/dsp-re-ui/src/components/editor/Editor.tsx @@ -0,0 +1,105 @@ +import React, { useCallback, useEffect, useState } from 'react'; + +import { + Background, + ReactFlow, + useNodesState, + useEdgesState, + addEdge, + MiniMap, + Controls, + useReactFlow, + OnConnectEnd, + Connection, +} from '@xyflow/react'; +import axios from 'axios'; +import {addNode, defaultLeafNode, linkNodeToParent} from './util' +import {Node, Edge} from './types' +import {useFeatures, useEdges, useNodes} from './EditorContext' +import { nodeTypes } from './nodes'; +import { edgeTypes } from './edges'; +import { v4 as uuidv4 } from 'uuid'; + + + +export default function NodeEditor({projectId}: {projectId: string}) { + const [nodes, setNodes, onNodesChange] = useNodes(); + const [edges, setEdges, onEdgesChange] = useEdges(); + // const [features, setFeatures] = useFeatures(); + const { screenToFlowPosition } = useReactFlow(); + + // const fetchProjectNodes = useCallback((projectId: string)=> { + // axios.get(`/api/projects/${projectId}/nodes`) + // .then(response=>formatNodes(response.data)) + // .then(({nodes, edges, features})=> { + // setFeatures(features) + // setNodes((curr)=>nodes) + // setEdges((curr)=>edges) + // }) + // .catch(error => { + // console.error(error); + // }) + // }, [setNodes, setEdges]) + + // useEffect(() => { + // fetchProjectNodes(projectId) + // }, [projectId]); + + + const onConnect = useCallback( + ({ source, sourceHandle, target }: Edge | Connection) => setEdges( + (edges) => { + console.log({nodes}) + return linkNodeToParent( + target, + { parentNodeId: source, parentHandle: sourceHandle!, parentNode: nodes.find(v => v.id === source) }, + edges + )}), + [nodes] + ); + + const onConnectEnd = useCallback( + (event, connectionState) => { + if (connectionState.isValid) { return } + if (connectionState.fromHandle?.type === "target") {return} + const { clientX, clientY } = + 'changedTouches' in event ? event.changedTouches[0] : event; + + setEdges((eds) => { + const [newNodes, newEdges] = addNode( + screenToFlowPosition({ + x: clientX, + y: clientY, + }), + uuidv4(), + defaultLeafNode, + [], + eds, + {parentNodeId: connectionState.fromNode!.id, parentHandle: connectionState.fromHandle!.id!}, + ) + setNodes((nds) => [...nds, ...newNodes]) + return newEdges; + }) + }, + [screenToFlowPosition], + ); + + return ( + + + + + + ); +} diff --git a/dsp-re-ui/src/components/editor/EditorContext.tsx b/dsp-re-ui/src/components/editor/EditorContext.tsx new file mode 100644 index 0000000..cec4d06 --- /dev/null +++ b/dsp-re-ui/src/components/editor/EditorContext.tsx @@ -0,0 +1,152 @@ +import React, { createContext, useReducer, useContext, Dispatch, useState, SetStateAction, useEffect, useCallback } from 'react'; +import { + useNodesState, + useEdgesState, + ReactFlowProvider, + OnNodesChange, + OnEdgesChange, + } from '@xyflow/react'; +import {Node, Edge, ProjectMetadata, TreeOutput} from './types' + + + +const defaultTreeOutput: TreeOutput = { + data: [["Allow", "Default Action"], ["Alert", "A rule suggests that there is an alert"], ["Block", "This is more serious and must be blocked"]], + columns: ["Action", "Description"] +} + +interface EditorContextState { + features: string[]; + setFeatures: React.Dispatch>; + nodes: Node[]; + setNodes: Dispatch>; + onNodesChange: OnNodesChange; + edges: Edge[]; + setEdges: Dispatch>; + onEdgesChange: OnEdgesChange; + leafOrder: string[]; + setLeafOrder: Dispatch>; + updateLeafOrder: (nodeId: string, newIndex: number) => void; + metadata: ProjectMetadata; + setMetadata: React.Dispatch>; + treeOutput: TreeOutput; + setTreeOutput: React.Dispatch>; + + } +export const EditorContext = createContext({ + features: [], + setFeatures: (ev)=>{}, + nodes: [], + setNodes: (ev)=>{}, + onNodesChange: (ev)=>{}, + edges: [], + setEdges: (ev)=>{}, + onEdgesChange: (ev)=>{}, + leafOrder: [], + setLeafOrder: (ev)=>{}, + updateLeafOrder: (ev)=>{}, + metadata: { + name: "", + description: "", + }, + setMetadata: (ev)=>{}, + treeOutput: defaultTreeOutput, + setTreeOutput: (ev)=>{}, +}); + + +export const EditorProvider: React.FC<{ children: React.ReactNode }> = ({ children }) => { + const [features, setFeatures] = useState([]); + const [nodes, setNodes, onNodesChange] = useNodesState([]); + const [edges, setEdges, onEdgesChange] = useEdgesState([]); + const [leafOrder, setLeafOrder] = useState([]); + const [treeOutput, setTreeOutput] = useState(defaultTreeOutput); + const [metadata, setMetadata] = React.useState({ + name: "", + description: "", + }); + + useEffect(() => { + setLeafOrder(curr => { + const currentLeafs: Set = new Set( + nodes + .filter(n => n.data.node_type === "leaf") + .map(n => n.id) + ); + + return [ + ...curr.filter(leaf => currentLeafs.delete(leaf)), + ...Array.from(currentLeafs) + ]; + }); + }, [nodes]); + + const updateLeafOrder = useCallback((nodeId: string, newIndex: number)=>{ + setLeafOrder(curr => { + const currIndex = curr.indexOf(nodeId); + if (currIndex === -1) { + console.warn(`Could not shift index of ${nodeId} to ${nodeId}`) + return curr + } + const updatedOrder = [...curr]; + updatedOrder.splice(currIndex, 1); + updatedOrder.splice(newIndex, 0, nodeId); + return updatedOrder; + }) + }, []) + + return ( + + + {children} + + ); +}; + +export const useFeatures: ()=>[EditorContextState["features"], EditorContextState["setFeatures"]] = () => { + const {features, setFeatures} = useContext(EditorContext); + return [features, setFeatures]; +}; +export const useNodes: ()=>[EditorContextState["nodes"], EditorContextState["setNodes"], EditorContextState["onNodesChange"]] = () => { + const {nodes, setNodes, onNodesChange} = useContext(EditorContext); + return [nodes, setNodes, onNodesChange]; +}; +export const useEdges: ()=>[EditorContextState["edges"], EditorContextState["setEdges"], EditorContextState["onEdgesChange"]] = () => { + const {edges, setEdges, onEdgesChange} = useContext(EditorContext); + return [edges, setEdges, onEdgesChange]; +}; +export const useLeafOrder: ()=>[EditorContextState["leafOrder"], EditorContextState["updateLeafOrder"]] = () => { + const {leafOrder, updateLeafOrder} = useContext(EditorContext); + return [leafOrder, updateLeafOrder]; +}; + +export const useProjectMetadata: ()=>[EditorContextState["metadata"], EditorContextState["setMetadata"]] = () => { + const {metadata, setMetadata} = useContext(EditorContext); + return [metadata, setMetadata]; +}; + +export const useTreeOutput: ()=>[EditorContextState["treeOutput"], EditorContextState["setTreeOutput"]] = () => { + const {treeOutput, setTreeOutput} = useContext(EditorContext); + return [treeOutput, setTreeOutput,]; +}; \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/LabeledEdge.tsx b/dsp-re-ui/src/components/editor/LabeledEdge.tsx new file mode 100644 index 0000000..4bf881d --- /dev/null +++ b/dsp-re-ui/src/components/editor/LabeledEdge.tsx @@ -0,0 +1,146 @@ +import React, { type FC, memo, useMemo } from 'react'; +import { + getSmoothStepPath, + EdgeLabelRenderer, + BaseEdge, + type EdgeProps, + Position, +} from '@xyflow/react'; + +import {type Edge} from "./types"; +import { useNodes } from './EditorContext'; +import {OP_SYMBOL_MAP} from "./util"; + +// this is a little helper component to render the actual edge label +function EdgeLabel({ transform, label }: { transform: string; label: string }) { + return ( + + {label} + + ); +} + + +const DEFAULT_SYMBOL = "∅" + +// const getThresholdLabelList = (thresholds?: number[]) => { +// if (!thresholds) { return [] } +// if (thresholds.length === 1) { +// return [`>= ${thresholds[0]}`, `< ${thresholds[0]}`] +// } +// return thresholds.map((v,i)=>{ +// const v_n = thresholds[i+1]; +// if (v_n === undefined) { return `< ${thresholds[0]} | >= ${thresholds[thresholds.length-1]}`} +// return `>= ${v} & < ${v_n}` + +// }) +// } + + +const getThresholdLabelList = (thresholds?: number[]) => { + if (!thresholds) { return [] } + return [ + `< ${thresholds[0]}`, + ...thresholds.map((v,i)=>{ + const v_n = thresholds[i+1]; + if (v_n === undefined) { return `≥ ${v}`} + return `≥ ${v} & < ${v_n}` + }) + ]; +} + + +const LabeledEdge: FC< + EdgeProps +> = ({ + id, + source, + sourceX, + sourceY, + targetX, + targetY, + labelStyle, + labelShowBg, + labelBgStyle, + labelBgPadding, + labelBgBorderRadius, + style, + sourcePosition = Position.Bottom, + targetPosition = Position.Top, + markerEnd, + markerStart, + pathOptions, + interactionWidth, + data, +}) => { + const [nodes] = useNodes(); + + const nodeLabel = useMemo(()=>{ + const currNode = nodes.find((v)=>v.id == source); + if (currNode == undefined) { return DEFAULT_SYMBOL } + let labels: string[] = ["true", "false"]; + if (currNode.data.node_type === "numerical_test_node") { + labels = [`${OP_SYMBOL_MAP[currNode.data.comparison_op]} ${currNode.data.threshold}`, "otherwise"]; + } else if (currNode.data.node_type === "categorical_test_node") { + labels = [`{${currNode.data.category_list}}`, "otherwise"]; + } else if (currNode.data.node_type === "numerical_range_test_node") { + const nodeData = currNode.data; + labels = getThresholdLabelList(nodeData.thresholds); + } + return (data?.sourceIndex !== undefined && labels[data?.sourceIndex]) || DEFAULT_SYMBOL; + }, [nodes, source, data]) + + + const [edgePath, labelX, labelY] = getSmoothStepPath({ + sourceX, + sourceY, + sourcePosition, + targetX, + targetY, + targetPosition, + borderRadius: 0, // Make this square + offset: pathOptions?.offset, + }); + + return ( + <> + + + + {data?.sourceIndex != null && ( + + )} + + + ); +}; + +export default LabeledEdge; \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/LeftRightNode.tsx b/dsp-re-ui/src/components/editor/LeftRightNode.tsx new file mode 100644 index 0000000..0310613 --- /dev/null +++ b/dsp-re-ui/src/components/editor/LeftRightNode.tsx @@ -0,0 +1,38 @@ +import { FunctionComponent, useMemo } from 'react'; +import { Handle, Position } from '@xyflow/react'; +import { Node } from './types'; +import { getLabel } from './util'; +import { useFeatures } from './EditorContext'; + + +export const LeftRightNode: FunctionComponent & {isConnectable: boolean}> = ({ + data, + isConnectable, + targetPosition = Position.Top, +}) => { + const [features, setFeatures] = useFeatures(); + const nodeLabel = useMemo(()=>getLabel(data,features), [features, data]) + + return ( + <> + + {nodeLabel} + {/* + */} + + + + ); +} \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/OutputNode.tsx b/dsp-re-ui/src/components/editor/OutputNode.tsx new file mode 100644 index 0000000..5e96b61 --- /dev/null +++ b/dsp-re-ui/src/components/editor/OutputNode.tsx @@ -0,0 +1,19 @@ +import { FunctionComponent, useMemo } from 'react'; +import { Handle, Position } from '@xyflow/react'; +import { Node } from './types'; +import { getLabel } from './util'; + + +export const OutputNode: FunctionComponent & {isConnectable: boolean}> = ({ + data, + isConnectable, + targetPosition = Position.Top, +}) => { + const nodeLabel = useMemo(()=>getLabel(data,[]), [data]) + return ( + <> + + {nodeLabel} + + ); +} \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/ProcessNode.tsx b/dsp-re-ui/src/components/editor/ProcessNode.tsx new file mode 100644 index 0000000..076208f --- /dev/null +++ b/dsp-re-ui/src/components/editor/ProcessNode.tsx @@ -0,0 +1,29 @@ +import { FunctionComponent, useMemo } from 'react'; +import { Handle, Position } from '@xyflow/react'; +import { Node } from './types'; +import { getLabel } from './util'; +import { useFeatures } from './EditorContext'; + + +export const ProcessNode: FunctionComponent & {isConnectable: boolean}> = ({ + data, + isConnectable, + targetPosition = Position.Top, +}) => { + const [features, setFeatures] = useFeatures(); + const nodeLabel = useMemo(()=>getLabel(data,features), [features, data]) + + return ( + <> + + {nodeLabel} + + + ); +} \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/edges.ts b/dsp-re-ui/src/components/editor/edges.ts new file mode 100644 index 0000000..3b20e4b --- /dev/null +++ b/dsp-re-ui/src/components/editor/edges.ts @@ -0,0 +1,10 @@ +import { + type EdgeTypes, +} from '@xyflow/react'; +import LabeledEdge from "./LabeledEdge"; + + + +export const edgeTypes: EdgeTypes = { + labeledEdge: LabeledEdge, + }; \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/nodes.ts b/dsp-re-ui/src/components/editor/nodes.ts new file mode 100644 index 0000000..acbf5ea --- /dev/null +++ b/dsp-re-ui/src/components/editor/nodes.ts @@ -0,0 +1,10 @@ +import { LeftRightNode } from "./LeftRightNode"; +import { ProcessNode } from "./ProcessNode" +import { OutputNode } from "./OutputNode"; +// import { Node } from "@xyflow/react" + +export const nodeTypes = { + processNode: ProcessNode, + leftRightNode: LeftRightNode, + out: OutputNode + }; \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/types.ts b/dsp-re-ui/src/components/editor/types.ts new file mode 100644 index 0000000..3c67cf5 --- /dev/null +++ b/dsp-re-ui/src/components/editor/types.ts @@ -0,0 +1,83 @@ +import { + Node as xyNode, + Edge as xyEdge, +} from '@xyflow/react'; + +type BaseNodeData = { + data_count?: number; + sum_hess?: number; + gain?: number; +}; + +export interface withChildren { + children: string[]; +} + +export interface withPosition { + position: {x: number, y: number}; +} + +export type ForkNodeData = BaseNodeData & { + split_feature_id: number; + default_left: boolean; +}; + + +export type RangeNodeData = ForkNodeData & { + node_type: "numerical_range_test_node"; + thresholds: number[]; +}; + +export type NumericalNodeData = ForkNodeData & { + node_type: "numerical_test_node"; + comparison_op: "<=" | "<" | "==" | ">" | ">="; + threshold: number; +}; + +export type CategoricalNodeData = ForkNodeData & { + node_type: "categorical_test_node"; + category_list_right_child: boolean; + category_list: number[]; +}; + +export type LeafNodeData = Partial & { + node_type: "leaf"; + leaf_value: number; +}; + +export type TreeNode = (NumericalNodeData | RangeNodeData | CategoricalNodeData | LeafNodeData) + +export interface TreeOutput { + data: string[][] + columns: string[] +} + +export type BranchingNodeDataWithChildren = (NumericalNodeData & withChildren) | (CategoricalNodeData & withChildren) | (RangeNodeData & withChildren) +export type TreeNodeWithChildren = BranchingNodeDataWithChildren | LeafNodeData; +export interface SourceData { + features: string[]; + nodes: Record>; + leafOrder?: string[]; + metadata?: ProjectMetadata; + treeOutput?: TreeOutput; +} + +export interface EdgeData extends Record { + sourceIndex: number +} + +export type NodeData = T & {}; + +export type Node = xyNode>; +export type Edge = xyEdge; + +export interface ParentIdentifier { + parentNodeId: string; + parentHandle: string; + parentNode?: Node; +} + +export interface ProjectMetadata { + name: string; + description: string; +} \ No newline at end of file diff --git a/dsp-re-ui/src/components/editor/util.ts b/dsp-re-ui/src/components/editor/util.ts new file mode 100644 index 0000000..1776fbc --- /dev/null +++ b/dsp-re-ui/src/components/editor/util.ts @@ -0,0 +1,476 @@ +import { + Edge, Node, SourceData, TreeNode, LeafNodeData, + NumericalNodeData, CategoricalNodeData, ForkNodeData, + NodeData, ParentIdentifier, withChildren, TreeOutput, + ProjectMetadata, withPosition, BranchingNodeDataWithChildren , + TreeNodeWithChildren +} from "./types"; + +import { + Connection, + getOutgoers, + MarkerType, +} from '@xyflow/react'; +import Dagre from '@dagrejs/dagre'; + +import ELK, {ElkExtendedEdge, ElkNode} from 'elkjs'; + +const elk = new ELK(); + + +const elkOptions = { + "elk.algorithm": "layered", + "elk.direction": "DOWN", + "elk.layered.crossingMinimization.strategy": "LAYER_SWEEP", + "elk.spacing.nodeNode": "25", + "elk.layered.spacing.edgeNodeBetweenLayers": "25", + "elk.layered.considerModelOrder.strategy": "NODES_AND_EDGES", + "elk.layered.crossingMinimization.semiInteractive": "true", + "elk.portConstraints": "FIXED_SIDE", + "elk.layered.wrapping.strategy": "SINGLE_EDGE", + "elk.ordering.strategy": "MANUAL", + "elk.layered.nodePlacement.strategy": "BRANDES_KOEPF", + "elk.layered.nodePlacement.favorStraightEdges": "true", + "elk.layered.nodePlacement.bk.fixedAlignment": "BALANCED", +}; + + +export const OP_SYMBOL_MAP: Record = { + "<=": "≤", + "<": "<", + "==": "=", + ">": ">", + ">=": "≥", +} + + +function sortedIndex(array: number[], value: number, edges: Edge[]) { + var low = 0, + high = array.length; + + while (low < high) { + var mid = low + high >>> 1; + if (edges[array[mid]].data!.sourceIndex < value) low = mid + 1; + else high = mid; + } + return low; +} + +function getNodeOrder(nodes: Node[], edges: Edge[]) { + const order = new Map(); + const parentChildMap = new Map(); + edges.forEach((e, i) => { + if (!parentChildMap.has(e.source)) { + parentChildMap.set(e.source, [i]); + } else { + const arr = parentChildMap.get(e.source)!; + const insertIdx = sortedIndex(arr, e.data!.sourceIndex, edges) + arr.splice(insertIdx, 0, i); + } + }) + let counter = 0; + + function visit(nodeId: string) { + parentChildMap.get(nodeId)?.forEach(childIdx => { + visit(edges[childIdx]!.target); + order.set(nodeId, counter++); + }); + } + + // Find all root nodes (nodes with no incoming edges) + const rootNodes = nodes.filter(n => !edges.some(e => e.target === n.id)); + + // Visit each root node + rootNodes.forEach(root => visit(root.id)); + + return {order, rootNodes}; +} + +export const formatTree = async (nodes: Node[], edges: Edge[]) => { + const g = new Dagre.graphlib.Graph().setDefaultEdgeLabel(() => ({})); + g.setGraph({ rankdir: "TB" }); + + edges.forEach((edge) => g.setEdge(edge.source, edge.target)); + nodes.forEach((node) => + g.setNode(node.id, { + ...node, + width: node.measured?.width ?? 0, + height: node.measured?.height ?? 0, + }), + ); + + Dagre.layout(g); + + return nodes.map((node) => { + const position = g.node(node.id); + // We are shifting the dagre node position (anchor=center center) to the top left + // so it matches the React Flow node anchor point (top left). + const x = position.x - (node.measured?.width ?? 0) / 2; + const y = position.y - (node.measured?.height ?? 0) / 2; + + return { ...node, position: { x, y } }; + }) +}; + +export const formatTreeELK = async (nodes: Node[], edges: Edge[]) => { + // Pre-process to determine node ordering + const {order:nodeOrder, rootNodes} = getNodeOrder(nodes, edges); + + const graph = { + id: 'root', + layoutOptions: elkOptions, + children: + [ + ...nodes.map(node => ({ + ...node, + layoutOptions: { + "elk.position": nodeOrder.has(node.id) ? + `(${nodeOrder.get(node.id)! * 100},0)` : undefined + }, + width: node.width || node.initialWidth || 172, + height: node.height || node.initialHeight || 36, + } as ElkNode)), + { + id: "__*root*__", + layoutOptions: { + "elk.position": "(0,0)" + }, + width: 1, + height: 1, + } + ], + edges: [ + ...edges.map(edge => ({ + id: edge.id, + sources: [`${edge.source}`], + targets: [`${edge.target}`] + })), + ...rootNodes.map(n => ({ + id: `__*root*__${n.id}`, + sources: [`__*root*__`], + targets: [`${n.id}`] + })), + + ] + }; + + const layout = await elk.layout(graph); + return nodes.map(node => { + const elkNode = layout.children?.find(n => n.id === node.id); + return { + ...node, + position: { + x: (elkNode?.x || 0) - (elkNode?.width || 0)/2, + y: elkNode?.y || 0 - (elkNode?.height || 0)/2 + } + }; + }); +}; + +export const getLabel = (node: TreeNode, features: string[]): string => { + if (node.node_type === 'leaf') { + return node.leaf_value.toString(); + } + const feature = features[node.split_feature_id]; + if (feature === undefined) {return "Unselected"} + return feature; + // if (node.node_type === "numerical_test_node") { + // return `${feature} ${node.comparison_op} ${node.threshold}`; + // } + // return `${feature} in set`; +}; + +const defaultForkNode: ForkNodeData = { + split_feature_id: 0, + default_left: false, +} + +const defaultNumericalNode: NumericalNodeData = { + ...defaultForkNode, + node_type: "numerical_test_node", + comparison_op: "==", + threshold: 0, + }; + +const defaultCategoricalNode: CategoricalNodeData = { + ...defaultForkNode, + node_type: "categorical_test_node", + category_list_right_child: false, + category_list: [], +}; + +export const defaultLeafNode: LeafNodeData = { + node_type: "leaf", + leaf_value: -1, +}; + +const defaultNodeLookup: Record = { + "numerical_test_node": defaultNumericalNode, + "categorical_test_node": defaultCategoricalNode, + "leaf": defaultLeafNode, +}; + +const createsCycle = (newEdge: Connection | Edge, edges: Edge[]) => { + const hasCycle = (edge: Connection | Edge, visited = new Set()): boolean => { + if (visited.has(edge.target)) return false; + visited.add(edge.target); + + const found: Edge | undefined = edges + .filter(v=>v.source == edge.target) + .find(v => { + return (newEdge.source == v.target) || hasCycle(v, visited) + }) + return !!found; + }; + const res = hasCycle(newEdge) + return res; +} + +const getUpdatedNode = (node: Node, updates: Partial, features?: string[]): Node => { + const baseNode: TreeNode = defaultNodeLookup[updates.node_type || node.data.node_type] || defaultLeafNode; + //@ts-ignore + const updatedNodeData: NodeData = { + ...baseNode, + ...node.data, + ...updates, + }; + + return { + ...node, + data: updatedNodeData, + type: updatedNodeData.node_type === "leaf"? "out": "processNode" + }; +}; + + +const getNodeIndex = (nodeId: string, nodes: Node[]): number => + nodes.findIndex(node => node.id === nodeId); + +export const updateNodeData = (node: Node, newData: Partial, features: string[], nodes: Node[]) => { + const nodeIndex = getNodeIndex(node.id, nodes); + if (nodeIndex === -1) { + return nodes; + } + const updatedNodes = [...nodes]; + updatedNodes[nodeIndex] = getUpdatedNode(updatedNodes[nodeIndex], newData, features) + + return updatedNodes; +}; + +const createEdge = (sourceId: string, targetId: string, sourceHandle: string, sourceIndex: number): Edge => ({ + id: `${sourceId}:${targetId}`, + source: sourceId, + sourceHandle, + type: 'labeledEdge', + target: targetId, + markerEnd: { + type: MarkerType.ArrowClosed, + }, + data: { + sourceIndex + } +}); + +const removeNodeConnections = ( + nodeId: string, + parent: ParentIdentifier, + edges: Edge[] +): Edge[] => { + console.log({nodeId, parent, edges}) + const resEdges = edges.filter(edge => + (edge.target !== nodeId) // && (edge.source !== parent.parentNodeId || edge.sourceHandle !== parent.parentHandle) + ) + return resEdges; +}; + + +export const addNode = ( + position: Node["position"], + nodeId: string = `node_${Date.now()}`, + data: any = defaultLeafNode, + nodes: Node[] = [], + edges: Edge[] = [], + parent: ParentIdentifier | undefined = undefined, +): [Node[], Edge[]] => { + const newNode: Node = { + id: nodeId, + data, + position, + type: data.node_type === "leaf" ? "out" : "processNode" + }; + console.log({newNode}) + let updatedNodes = [...nodes, newNode]; + let updatedEdges = edges; + + if (parent) { + updatedEdges = linkNodeToParent( + nodeId, + parent, + removeNodeConnections(nodeId, parent, updatedEdges) + ); + } + + return [updatedNodes, updatedEdges]; +}; + +export const getNextEdge = (edges: Edge[], parentNodeId: string): number => { + const usedIndices = new Set( + edges + .filter(edge => edge.source === parentNodeId) + .map(edge => edge.data?.sourceIndex) + .filter((index): index is number => typeof index === 'number') + ); + + return usedIndices.size === 0 + ? 0 + : Array.from({ length: usedIndices.size + 1 }, (_, i) => i).find(i => !usedIndices.has(i))!; +}; + +export const linkNodeToParent = ( + nodeId: string, + parent: ParentIdentifier, + edges: Edge[] +): Edge[] => { + const newEdge = createEdge( + parent.parentNodeId, + nodeId, + parent.parentHandle, + getNextEdge(edges, parent.parentNodeId), + ); + if (createsCycle(newEdge, edges)) {return edges}; + const edgesWithoutConnections = removeNodeConnections(nodeId, parent, edges); + return [...edgesWithoutConnections, newEdge]; +}; + + +const getDefaultFeatures = (nodes: SourceData["nodes"]): string[] => { + const maxFeatureId = Math.max( + ...Object.values(nodes) + .filter((node): node is (NumericalNodeData | CategoricalNodeData) & withChildren => + 'split_feature_id' in node + ) + .map(node => node.split_feature_id), + -1 + ); + + return Array.from({ length: maxFeatureId + 1 }, (_, i) => `feature_${i}`); +}; + +const compactLeafValues = (nodes: Record): Map => { + const uniqueValues = Array.from(new Set( + Object.values(nodes) + .filter((node): node is LeafNodeData => node.node_type === 'leaf') + .filter((node): node is LeafNodeData => node.leaf_value != -1) + .map(node => node.leaf_value) + )).sort((a, b) => a - b); + + const uniqueMap = new Map(uniqueValues.map((value, index) => [value, index])); + uniqueMap.set(-1, -1); + return uniqueMap; +}; + +const validateNodes = ( + nodes: SourceData["nodes"], + features: SourceData["features"] +): void => { + // TODO + // for (const [nodeId, node] of Object.entries(nodes)) { + // if ('split_feature_id' in node && node.split_feature_id >= features.length) { + // throw new Error( + // `Node ${nodeId} references feature index ${node.split_feature_id} but only ${features.length} features exist` + // ); + // } + // } +}; + + + +export const loadState = async (data: SourceData, filename?: string): Promise<{ + nodes: Node[], + edges: Edge[], + features: string[], + leafOrder: string[], + metadata: ProjectMetadata, + treeOutput: TreeOutput +}> => { + const edges: Edge[] = []; + const valueMapping = compactLeafValues(data.nodes); + let seenPosition = false; + + const nodes: Node[] = Object.keys(data.nodes).map(nodeId=>{ + const {position, ...nodeData} = data.nodes[nodeId]; + if (position) { seenPosition = true } + const [[newNode]] = addNode( + position || {x:0,y:0}, + nodeId, + nodeData.node_type === "leaf"? {...nodeData, leaf_value:valueMapping.get(nodeData.leaf_value)||nodeData.leaf_value}:nodeData, + [], [], + undefined) + if (nodeData.node_type === 'leaf') { return newNode }; + nodeData.children.forEach((v,i) => { + edges.push(createEdge(nodeId, v, 'output', i)) + }) + return newNode; + }); + + const features = data.features ?? getDefaultFeatures(data.nodes); + return { + nodes: seenPosition?nodes: await formatTree(nodes,edges), + edges, + features, + leafOrder: data.leafOrder ?? nodes.filter(n => n.data.node_type === 'leaf').map(n => n.id), + metadata: data.metadata ?? { name: (filename||"Untitled"), description: "" }, + treeOutput: data.treeOutput ?? { data: Object.keys(valueMapping).map(v=>[]), columns:[]} + } +} + +export const exportState = ( + nodes: Node[], + edges: Edge[], + features: string[], + leafOrder: string[], + metadata: ProjectMetadata, + treeOutput: TreeOutput +): SourceData => { + const edgeMap = new Map(); + + for (const edge of edges) { + const entry = edgeMap.get(edge.source) ?? []; + const edgeIdx = edge.data!.sourceIndex!; + while (edgeIdx >= entry.length) {entry.push(null)} + entry[edgeIdx] = edge.target; + edgeMap.set(edge.source, entry); + } + + const exportNodes: SourceData["nodes"] = {}; + + nodes.forEach((node)=>{ + if (node.data.node_type === 'leaf') { + exportNodes[node.id] = ({ + ...(node.data as LeafNodeData), + position: node.position + } as LeafNodeData & withPosition) + return + } + const children = edgeMap.get(node.id) as string[]; + if (!children?.every(v=>v!==null)) { + throw new Error(`Non-leaf node ${node.id} missing children`); + } + + exportNodes[node.id] = { + ...node.data, + position: node.position, + children, + }; + }) + + validateNodes(exportNodes, features); + + return { + features, + nodes: exportNodes, + leafOrder, + metadata, + treeOutput + }; +}; \ No newline at end of file diff --git a/dsp-re-ui/src/components/sidebar/Editors.tsx b/dsp-re-ui/src/components/sidebar/Editors.tsx new file mode 100644 index 0000000..17d4f84 --- /dev/null +++ b/dsp-re-ui/src/components/sidebar/Editors.tsx @@ -0,0 +1,820 @@ +import React, { useMemo, useCallback, useRef, useState, useEffect } from "react"; +import { Badge } from "@/components/ui/badge"; +import { Button } from "@/components/ui/button"; +import { Checkbox } from "@/components/ui/checkbox"; +import { Input } from "@/components/ui/input"; +import { + Command, + CommandEmpty, + CommandList, + CommandGroup, + CommandInput, + CommandItem, +} from "@/components/ui/command"; +import { Command as CommandPrimitive } from "cmdk"; +import { + Popover, + PopoverContent, + PopoverTrigger, +} from "@/components/ui/popover"; +import { + Select, + SelectContent, + SelectItem, + SelectTrigger, + SelectValue, +} from "@/components/ui/select"; +import { Label } from "@/components/ui/label"; +import type { + Node, + NodeData, + TreeNode, + NumericalNodeData, + CategoricalNodeData, + LeafNodeData, + RangeNodeData, +} from "../editor/types"; +import { useFeatures, useLeafOrder, useTreeOutput } from "@components/editor/EditorContext"; +import { useNodes } from "@xyflow/react"; +import { ScrollArea } from "@radix-ui/react-scroll-area"; +import { OP_SYMBOL_MAP } from "../editor/util" + + +interface FeatureEditorProps { + selectedFeatureId: number; + onFeatureSelect: (index: number, features: string[]) => void; + label?: string; +} + +interface ConfigProps { + node: Node; + updateNode: (val: Partial, features?: string[]) => void; +} + +export function FeatureEditor({ + selectedFeatureId, + onFeatureSelect, + label = "Feature", +}: FeatureEditorProps) { + const [features, setFeatures] = useFeatures(); + const [searchValue, setSearchValue] = useState(""); + const [popoverOpen, setPopoverOpen] = useState(false); + + const showCreate = useMemo(()=> + searchValue && (features.findIndex(ft=>ft===searchValue) === -1) + , [searchValue, features]) + + const selectFeature = useCallback((ft: string) => { + if (!ft) { return } + setFeatures(fts => { + let newFts = fts; + let featureIndex = fts.indexOf(ft); + if (featureIndex === -1){ + featureIndex = features.length; + newFts = [...newFts, ft]; + } + onFeatureSelect(featureIndex, newFts); + return newFts; + }) + setPopoverOpen((state) => false) + },[onFeatureSelect]) + const selectedFeature = useMemo(()=>{ + console.log({selectedFeatureId, features}) + return features[selectedFeatureId] + } + , [selectedFeatureId, features]) + return ( +
+ + + + + + + + setSearchValue(nv)} + /> + + + + {showCreate && + + {searchValue} (Create New) + } + + + + {(features||[]).map((feature, index) => ( + + {feature} + + ))} + + + + + +
+ ); +} + + + +export function NumericalConfig({ + node, + updateNode, +}: ConfigProps) { + const [threshold, setThreshold] = useState(`${node.data.threshold}`); + useEffect(()=>{ + setThreshold(`${node.data.threshold}`) + },[node.data.threshold]) + const handleOnBlur = useCallback(()=>{ + + const parsedThresh = parseFloat(threshold); + if (isNaN(parsedThresh)){ + setThreshold(`${node.data.threshold}`) + return + } + updateNode({ threshold: parsedThresh }) + }, [updateNode, threshold, node.data.threshold]) + + + return ( +
+ updateNode({ split_feature_id: index }, features)} + /> +
+
+ + +
+
+ + { + if (e.key === 'Enter') { + handleOnBlur(); + } + }} + onChange={(e) => + setThreshold(e.target.value) + } + /> +
+
+ +
+ updateNode({ default_left: !!checked })} + /> + +
+
+ ); +} + +export function CategoricalConfig({ + node, + updateNode +}: ConfigProps) { + + const addCategory = (value: string) => { + const newCategory = parseInt(value); + if (!isNaN(newCategory) && !node.data.category_list.includes(newCategory)) { + updateNode({ + category_list: [...node.data.category_list, newCategory].sort((a, b) => a - b) + }); + } + }; + + const removeCategory = (category: number) => { + updateNode({ + category_list: node.data.category_list.filter(c => c !== category) + }); + }; + + return ( +
+ updateNode({ split_feature_id: index }, features)} + /> + +
+ +
+ {node.data.category_list.map((category) => ( + + {category} + + + ))} +
+ { + if (e.key === "Enter") { + //@ts-ignore + addCategory(e.target.value); + //@ts-ignore + e.target.value = ""; + } + }} + /> +
+ +
+ updateNode({ default_left: !!checked })} + /> + +
+ +
+ + updateNode({ category_list_right_child: !!checked }) + } + /> + +
+
+ ); +} + + +export function RangeConfigOld({ + node, + updateNode, +}: ConfigProps) { + const [newThreshold, setNewThreshold] = useState(""); + const [editIndex, setEditIndex] = useState(null); + const [editValue, setEditValue] = useState(""); + + // Sort thresholds when updating + const updateThresholds = (thresholds: number[]) => { + updateNode({ + thresholds: [...thresholds].sort((a, b) => a - b) + }); + }; + + // Add a new threshold + const addThreshold = () => { + const value = parseFloat(newThreshold); + const thresholds = node.data.thresholds || []; + if (!isNaN(value) && !thresholds.includes(value)) { + updateThresholds([...thresholds, value]); + setNewThreshold(""); + } + }; + + // Remove a threshold + const removeThreshold = (threshold: number) => { + const thresholds = node.data.thresholds || []; + updateThresholds(thresholds.filter(t => t !== threshold)); + }; + + // Start editing a threshold + const startEdit = (index: number) => { + setEditIndex(index); + setEditValue(`${node.data.thresholds[index]}`); + }; + + // Save edited threshold + const saveEdit = () => { + if (editIndex !== null) { + const value = parseFloat(editValue); + if (!isNaN(value)) { + const newThresholds = [...node.data.thresholds]; + newThresholds[editIndex] = value; + updateThresholds(newThresholds); + } + setEditIndex(null); + } + }; + + // Cancel editing + const cancelEdit = () => { + setEditIndex(null); + }; + + // Handle keyboard events for editing + const handleKeyDown = (e: React.KeyboardEvent) => { + if (e.key === "Enter") { + saveEdit(); + } else if (e.key === "Escape") { + cancelEdit(); + } + }; + + return ( +
+ updateNode({ split_feature_id: index }, features)} + /> + +
+ + + {/* Display thresholds as ranges */} +
+ {node.data.thresholds && ( +
+ No thresholds defined yet. Add thresholds to create ranges. +
+ )} + + {/* First range (if any thresholds exist) */} + {node.data.thresholds && ( +
+ feature < + {editIndex === 0 ? ( + setEditValue(e.target.value)} + onBlur={saveEdit} + onKeyDown={handleKeyDown} + autoFocus + /> + ) : ( + + )} + +
+ )} + + {/* Middle ranges */} + {(node.data.thresholds || []).slice(0, -1).map((threshold, index) => ( +
+ feature ≥ + {editIndex === index ? ( + setEditValue(e.target.value)} + onBlur={saveEdit} + onKeyDown={handleKeyDown} + autoFocus + /> + ) : ( + + )} + & feature < + {editIndex === index + 1 ? ( + setEditValue(e.target.value)} + onBlur={saveEdit} + onKeyDown={handleKeyDown} + autoFocus + /> + ) : ( + + )} +
+ ))} + + {/* Last range (if multiple thresholds exist) */} + {node.data.thresholds && node.data.thresholds.length > 1 && ( +
+ feature ≥ + {editIndex === node.data.thresholds.length - 1 ? ( + setEditValue(e.target.value)} + onBlur={saveEdit} + onKeyDown={handleKeyDown} + autoFocus + /> + ) : ( + + )} + +
+ )} +
+ + {/* Add new threshold */} +
+ setNewThreshold(e.target.value)} + onKeyDown={(e) => { + if (e.key === "Enter") { + addThreshold(); + } + }} + /> + +
+
+ +
+ updateNode({ default_left: !!checked })} + /> + +
+
+ ); +} + +// ThresholdInput component for better number editing +const ThresholdInput = ({ + value, + onUpdate, + className = "w-24", +}: { + value: number; + onUpdate: (value: number) => void; + className?: string; +}) => { + const [editValue, setEditValue] = useState(`${value}`); + + // Update edit value when the prop value changes + useEffect(() => { + setEditValue(`${value}`); + }, [value]); + + // Handle blur event to validate and update + const handleOnBlur = useCallback(() => { + const parsedValue = parseFloat(editValue); + + // If invalid, reset to original value + if (isNaN(parsedValue)) { + setEditValue(`${value}`); + return; + } + + // Update with new value + onUpdate(parsedValue); + }, [editValue, value, onUpdate]); + + // Format for display + const formatValue = (val: string) => { + return val.length > 8 ? val.substring(0, 7) + '...' : val; + }; + + return ( + setEditValue(e.target.value)} + onBlur={handleOnBlur} + onKeyDown={(e) => { + if (e.key === 'Enter') { + handleOnBlur(); + } + }} + /> + ); +}; + +export function RangeConfig({ + node, + updateNode, +}: ConfigProps) { + // Ensure thresholds array exists + const thresholds = node.data.thresholds || []; + const [newThreshold, setNewThreshold] = useState(""); + + // Initialize data if missing + useEffect(() => { + if (!node.data.thresholds) { + updateNode({ thresholds: [] }); + } + }, [node.data, updateNode]); + + // Sort thresholds when updating + const updateThresholds = (newThresholds: number[]) => { + const sorted = [...newThresholds].sort((a, b) => a - b); + updateNode({ thresholds: sorted }); + }; + + // Update a threshold at specific index + const updateThresholdAt = (index: number, value: number) => { + // Check if value already exists elsewhere in the thresholds + const otherThresholds = thresholds.filter((_, i) => i !== index); + if (otherThresholds.includes(value)) { + // If duplicate, don't update + return; + } + + // Create new thresholds array with updated value + const newThresholds = [...thresholds]; + newThresholds[index] = value; + updateThresholds(newThresholds); + }; + + // Add a new threshold + const addThreshold = () => { + const value = parseFloat(newThreshold); + if (!isNaN(value) && !thresholds.includes(value)) { + updateThresholds([...thresholds, value]); + setNewThreshold(""); + } + }; + + // Remove a threshold by index + const removeThreshold = (index: number) => { + const newThresholds = [...thresholds]; + newThresholds.splice(index, 1); + updateThresholds(newThresholds); + }; + + return ( +
+ updateNode({ split_feature_id: index }, features)} + /> + +
+ + + {/* Display thresholds as ranges */} +
+ {thresholds.length === 0 && ( +
+ No thresholds defined yet. Add thresholds to create ranges. +
+ )} + + {/* First range (if any thresholds exist) */} + {thresholds.length > 0 && ( +
+ < + updateThresholdAt(0, value)} + /> +
+ +
+ )} + + {/* Middle ranges */} + {thresholds.slice(0, -1).map((threshold, index) => ( +
+ ≥ + updateThresholdAt(index, value)} + /> + < + + {thresholds[index + 1].toString().length > 8 + ? thresholds[index + 1].toString().substring(0, 7) + '...' + : thresholds[index + 1]} + +
+ +
+ ))} + + {/* Last range (if multiple thresholds exist) */} + {thresholds.length > 1 && ( +
+ ≥ + updateThresholdAt(thresholds.length - 1, value)} + /> +
+ +
+ )} +
+ + {/* Add new threshold */} +
+ setNewThreshold(e.target.value)} + onKeyDown={(e) => { + if (e.key === "Enter") { + addThreshold(); + } + }} + /> + +
+
+ +
+ updateNode({ default_left: !!checked })} + /> + +
+
+ ); +} +interface TreeOutput { + data: string[][] + columns: string[] +} +export function LeafConfig({ + node, + updateNode +}: ConfigProps) { + const nodes = useNodes(); + + const [outputs, setOutputs] = useTreeOutput(); + const [leafOrder, updateLeafOrder] = useLeafOrder(); + const leafIndex = useMemo(() => leafOrder.indexOf(node.id), + [leafOrder, node] + ); + const numLeafNodes = useMemo(() => leafOrder.length, + [leafOrder] + ); + const selectedRow = outputs.data[node.data.leaf_value+1]; + + return ( +
+
+ + { + outputs.data.length?( + { + const value = parseInt(e.target.value); + if (!isNaN(value) && value >= -1 && value < outputs.data.length) { + updateNode({ leaf_value: value }); + } + }} + /> + ):( + + ) + } + +
+ {outputs.columns.map((column, i) => ( +
+ {column}: + {selectedRow?.[i]} +
+ ))} +
+ +
+
+ + { + const value = parseInt(e.target.value); + if (!isNaN(value) && value >= 0 && value < numLeafNodes) { + updateLeafOrder(node.id, value); + } + }} + /> +
+
+ ); +} diff --git a/dsp-re-ui/src/components/sidebar/FileUpload.tsx b/dsp-re-ui/src/components/sidebar/FileUpload.tsx new file mode 100644 index 0000000..08f0a75 --- /dev/null +++ b/dsp-re-ui/src/components/sidebar/FileUpload.tsx @@ -0,0 +1,152 @@ +import React, { useContext, useRef, useState } from "react"; +import { Button } from "@/components/ui/button"; +import { + Dialog, + DialogContent, + DialogHeader, + DialogTitle, + DialogTrigger, +} from "@/components/ui/dialog"; +import { Upload } from "lucide-react"; +import { + Tooltip, + TooltipContent, + TooltipProvider, + TooltipTrigger, +} from "@/components/ui/tooltip"; +import { useToast } from "@/hooks/use-toast"; +import { Loader2 } from "lucide-react"; +import { loadState } from "@components/editor/util"; +import { SourceData } from "@components/editor/types"; +import { EditorContext } from "@components/editor/EditorContext"; +import { DialogDescription } from "@radix-ui/react-dialog"; + +interface JsonData { + [key: string]: unknown; +} + +const FileUploadDialog = () => { + const [isLoading, setIsLoading] = useState(false); + const [dialogOpen, setDialogOpen] = useState(false); + const fileInputRef = useRef(null); + const { toast } = useToast(); + const {setEdges, setNodes, setFeatures, setMetadata, setTreeOutput, setLeafOrder} = useContext(EditorContext); + + const handleDragOver = (e: React.DragEvent): void => { + e.preventDefault(); + e.stopPropagation(); + }; + + const handleDrop = (e: React.DragEvent): void => { + e.preventDefault(); + e.stopPropagation(); + const file = e.dataTransfer.files[0]; + if (file?.type === "application/json") { + handleFileUpload(file); + } + }; + + const handleFileInput = (e: React.ChangeEvent): void => { + const file = e.target.files?.[0]; + if (file) handleFileUpload(file); + }; + + const handleButtonClick = (): void => { + fileInputRef.current?.click(); + }; + + const handleFileUpload = (file: File): void => { + const reader = new FileReader(); + setIsLoading(true); + + const readerPromise = new Promise>((resolve, reject) => { + reader.onload = resolve; + reader.onerror = reject; + }) + readerPromise + .then((evt) => JSON.parse(evt.target?.result as string) as SourceData) + .then((data: SourceData)=>loadState(data, file.name)) + .then(({nodes, edges, features, leafOrder, metadata, treeOutput})=>{ + setEdges(edges) + setNodes(nodes) + setFeatures(features) + setMetadata(metadata) + setTreeOutput(treeOutput) + setLeafOrder(leafOrder) + }).then(()=>{ + toast({ + title: "Success", + description: "JSON file loaded successfully", + }); + setDialogOpen(false) + }) + .catch(err=>{ + console.error("Error parsing JSON:", err); + toast({ + variant: "destructive", + title: "Error", + description: "Failed to load JSON file", + }); + }).finally(()=>{ + setIsLoading(false); + }) + reader.readAsText(file); + }; + + return ( + + + + + + + + + +

Upload new project

+ + + + + + Upload JSON File + + + Choose a json file to download to begin editing + + + {isLoading && ( +
+ +
+ )} +
+ + +
+ + + ); +}; + +export default FileUploadDialog; \ No newline at end of file diff --git a/dsp-re-ui/src/components/sidebar/ListItem.tsx b/dsp-re-ui/src/components/sidebar/ListItem.tsx new file mode 100644 index 0000000..e54d776 --- /dev/null +++ b/dsp-re-ui/src/components/sidebar/ListItem.tsx @@ -0,0 +1,115 @@ +import React, { useState } from 'react'; +import { DragDropContext, Droppable, Draggable, DropResult } from '@hello-pangea/dnd'; +import { Button } from '@/components/ui/button'; // Assuming you're using ShadCN UI library + +// Define the type for each item +type Item = { + id: string; + name: string; +}; + +// Define the props for the ListItem component +interface ListItemProps { + item: Item; + index: number; + onDelete: (id: string) => void; +} + +// ListItem Component +const ListItem: React.FC = ({ item, index, onDelete }) => ( + + {(provided) => ( +
+ + {/* Item name */} +
{item.name}
+ + {/* Delete button */} + +
+ )} + +); + +interface OrderedItem { + id: string, name: string +} +// Define the props for the ListManager component +interface ListManagerProps { + items: OrderedItem[], + handleAdd: ()=>void, + handleDelete: (id: string)=>void, + handleReorder: (reorderedItems:OrderedItem[])=>void, +} + +// ListManager Component +const ListManager: React.FC = ({items, handleAdd, handleDelete, handleReorder}) => { +// const [items, setItems] = useState([ +// { id: '1', name: 'Item 1' }, +// { id: '2', name: 'Item 2' }, +// { id: '3', name: 'Item 3' }, +// ]); + +// // Handle item deletion +// const handleDelete = (id: string): void => { +// setItems((prevItems) => prevItems.filter(item => item.id !== id)); +// }; + +// // Handle item addition +// const handleAdd = (): void => { +// const newItem: Item = { id: String(items.length + 1), name: `Item ${items.length + 1}` }; +// setItems((prevItems) => [...prevItems, newItem]); +// }; + + const handleOnDragEnd = (result: DropResult): void => { + const { source, destination } = result; + + if (!destination || source.index === destination.index) { + return; + } + + const reorderedItems = Array.from(items); + const [removed] = reorderedItems.splice(source.index, 1); + reorderedItems.splice(destination.index, 0, removed); + + handleReorder(reorderedItems); + }; + + return ( +
+ + + {(provided) => ( +
+ {items.map((item, index) => ( + + ))} + {provided.placeholder} +
+ )} + + + + +
+ ); +}; + +export default ListManager; diff --git a/dsp-re-ui/src/components/sidebar/ProjectEditor.tsx b/dsp-re-ui/src/components/sidebar/ProjectEditor.tsx new file mode 100644 index 0000000..f0e4249 --- /dev/null +++ b/dsp-re-ui/src/components/sidebar/ProjectEditor.tsx @@ -0,0 +1,349 @@ +import React, { useCallback, useRef } from "react"; +import { Button } from "@/components/ui/button"; +import { Input } from "@/components/ui/input"; +import { Textarea } from "@/components/ui/textarea"; +import { useToast } from "@/hooks/use-toast" +import { + Tooltip, + TooltipContent, + TooltipProvider, + TooltipTrigger, +} from "@/components/ui/tooltip"; +import { + Dialog, DialogContent, DialogDescription, DialogHeader, + DialogTitle, DialogTrigger +} from "@/components/ui/dialog"; +import { TableEditor } from "./TableEditor"; +import { ArrowUpDown, X, Plus, Table as TableIcon, Download } from "lucide-react"; +import { + SidebarGroup, SidebarGroupContent, SidebarGroupLabel +} from "@components/ui/sidebar"; +import { + useEdges, useFeatures, useLeafOrder, useNodes, useProjectMetadata, + useTreeOutput +} from "@components/editor/EditorContext"; +import { addNode, defaultLeafNode, exportState, formatTree } from "@components/editor/util"; +import FIleUploadButton from "./FileUpload" +import { v4 as uuidv4 } from 'uuid'; +import { useReactFlow, useStore } from "@xyflow/react"; + +export function ProjectSidebar() { + const { toast } = useToast(); + const [nodes, setNodes] = useNodes(); + const [edges, setEdges] = useEdges(); + const [features, setFeatures] = useFeatures(); + const [metadata, setMetadata] = useProjectMetadata(); + const [treeOutput] = useTreeOutput(); + const [leafOrder] = useLeafOrder(); + const { getViewport } = useReactFlow(); + + const [editorWidth, editorHeight] = useStore((v)=>{ + return [v.width, v.height] + }); + + const downloadLinkRef = useRef(null); + + const handleDownload = () => { + if (!downloadLinkRef.current){ + toast({ + variant: "destructive", + title: "Download Error", + description: "Could not download the project due to issues with HTML" + }); + return + } + let state; + try { + state = exportState( + nodes, edges, features, leafOrder, metadata, treeOutput + ) + } catch (error) { + toast({ + variant: "destructive", + title: "Invalid Tree", + description: (error as Error).message + }); + return + } + const json = JSON.stringify(state, null, 2); + const blob = new Blob([json], { type: 'application/json' }); + const url = URL.createObjectURL(blob); + downloadLinkRef.current.href = url; + downloadLinkRef.current.click(); + }; + + const handleRearrange = useCallback(() => { + formatTree(nodes, edges).then(newNodes => { + setNodes(newNodes); + }); + }, [nodes, edges, setNodes]); + + const handleAddNode = useCallback(() => { + + setNodes((nds) => { + const viewport = getViewport(); + console.log({viewport}) + const centerX = (0.5*editorWidth-viewport.x)/viewport.zoom; + const centerY = (0.5*editorHeight-viewport.y)/viewport.zoom; + const [newNodes, newEdges] = addNode( + + { + x: centerX, + y: centerY, + }, + uuidv4(), + defaultLeafNode, + nds, + [], + undefined, + ) + return newNodes; + }) + + }, [setEdges, setNodes, editorWidth, editorHeight]); + + const handleAddFeature = useCallback(() => { + setFeatures(prevFeatures => { + const newFeature = `Feature ${prevFeatures.length + 1}`; + if (prevFeatures.includes(newFeature)) { + toast({ + variant: "destructive", + title: "Feature exists", + description: "A feature with this name already exists" + }); + return prevFeatures; + } + return [...prevFeatures, newFeature]; + }); + }, [setFeatures, toast]); + + const handleDeleteFeature = useCallback((index: number) => { + setFeatures(prevFeatures => { + const nodeUsingFeature = nodes.find(node => + node.data.split_feature_id === index + ); + + if (nodeUsingFeature) { + toast({ + variant: "destructive", + title: "Cannot delete feature", + description: `Feature is in use by node ${nodeUsingFeature.id}` + }); + return prevFeatures; + } + + const newFeatures = prevFeatures.filter((_, i) => i !== index); + + setNodes(prevNodes => + prevNodes.map(node => { + if (!node.data.split_feature_id) return node; + if (node.data.split_feature_id > index) { + return { + ...node, + data: { + ...node.data, + split_feature_id: node.data.split_feature_id - 1 + } + }; + } + return node; + }) + ); + + return newFeatures; + }); + }, [nodes, setNodes, setFeatures, toast]); + + const handleUpdateFeature = useCallback((index: number, value: string) => { + setFeatures(prevFeatures => { + const newFeatures = [...prevFeatures]; + newFeatures[index] = value; + return newFeatures; + }); + }, [setFeatures]); + + const handleMetadataChange = useCallback((field: keyof typeof metadata) => ( + e: React.ChangeEvent + ) => { + setMetadata(prev => ({ + ...prev, + [field]: e.target.value + })); + }, [setMetadata]); + + // Rest of the JSX remains the same, but update event handlers: + return ( + <> + + Project Metadata + +
+ + + + + + +

Enter the name of your project

+ + + + +
+ +
+ + + + + + +

Briefly describe your project

+ + + +