From 685cd20bb8961954f0dc8c4af1be24be7fde3218 Mon Sep 17 00:00:00 2001 From: Chen Wang Date: Tue, 27 Aug 2024 00:38:37 -0500 Subject: [PATCH 1/3] add dev handbook --- docs/docs/devs/devhandbook.md | 717 +++++++++++++++++++++++++++++++ docs/docs/devs/media/image1.png | Bin 0 -> 34521 bytes docs/docs/devs/media/image10.png | Bin 0 -> 226908 bytes docs/docs/devs/media/image11.png | Bin 0 -> 28260 bytes docs/docs/devs/media/image12.png | Bin 0 -> 82587 bytes docs/docs/devs/media/image13.png | Bin 0 -> 131666 bytes docs/docs/devs/media/image14.png | Bin 0 -> 367162 bytes docs/docs/devs/media/image2.png | Bin 0 -> 18015 bytes docs/docs/devs/media/image3.png | Bin 0 -> 76612 bytes docs/docs/devs/media/image4.png | Bin 0 -> 24125 bytes docs/docs/devs/media/image5.png | Bin 0 -> 11230 bytes docs/docs/devs/media/image6.png | Bin 0 -> 70716 bytes docs/docs/devs/media/image7.png | Bin 0 -> 700639 bytes docs/docs/devs/media/image8.png | Bin 0 -> 49095 bytes docs/docs/devs/media/image9.png | Bin 0 -> 212749 bytes 15 files changed, 717 insertions(+) create mode 100644 docs/docs/devs/devhandbook.md create mode 100644 docs/docs/devs/media/image1.png create mode 100644 docs/docs/devs/media/image10.png create mode 100644 docs/docs/devs/media/image11.png create mode 100644 docs/docs/devs/media/image12.png create mode 100644 docs/docs/devs/media/image13.png create mode 100644 docs/docs/devs/media/image14.png create mode 100644 docs/docs/devs/media/image2.png create mode 100644 docs/docs/devs/media/image3.png create mode 100644 docs/docs/devs/media/image4.png create mode 100644 docs/docs/devs/media/image5.png create mode 100644 docs/docs/devs/media/image6.png create mode 100644 docs/docs/devs/media/image7.png create mode 100644 docs/docs/devs/media/image8.png create mode 100644 docs/docs/devs/media/image9.png diff --git a/docs/docs/devs/devhandbook.md b/docs/docs/devs/devhandbook.md new file mode 100644 index 000000000..cf7a90ace --- /dev/null +++ b/docs/docs/devs/devhandbook.md @@ -0,0 +1,717 @@ +# 1. Change Clowder Core + +## 1.1 Backend + +### 1.1.1 API Routes + +- Backend API routes interact with the frontend. + +- A controller exists for each type of object (file, dataset, users, + etc) + +- Routes take arguments from the user and dependencies and handle + dependencies. + +- Run Codegen when you add new routes/models to the backend to update + the front end. That will add new methods to the various + frontend/openapi/services and models. + + - npm run codegen:v2:dev + +- Routes are annotated with \@get \@post \@put in FastAPI, whatever + the type of request is being made. The response_model tells you what + the method returns. + +Here we see the method - what the arguments are. This is the +get_datasets method that populates the datasets you see in the 'Explore' +page. + +```python +@router.get("", response_model=Paged) +async def get_datasets( + user_id=Depends(get_user), + skip: int = 0, + limit: int = 10, + mine: bool = False, + admin=Depends(get_admin), + enable_admin: bool = False, + admin_mode: bool = Depends(get_admin_mode), +): +``` + +A query is created depending on these values. We see the default values +here for 'skip', 'limit' 'mine' and 'enable_admin' and 'admin_mode.' +Some are passed in as parameters, others come from dependencies like +Depends(get_user). Here we see that since 'mine' is true, we check that +the creator.email is the same as the current user_id from +Depends(get_user). Below we see the query that will be used to find the +results using the DatasetDBViewList db table. + +```python +if mine: + query.append(DatasetDBViewList.creator.email == user_id) +datasets_and_count = ( + await DatasetDBViewList.find(*query) + .aggregate( + [_get_page_query(skip, limit, sort_field="created", ascending=False)], + ) + .to_list() +) + +``` + +The results are returned as 'Paged' and as a dict for the front end. An +object would be returned as + +A dictionary as well. + +```python +page = Paged( + metadata=page_metadata, + data=[ + DatasetOut(id=item.pop("_id"), **item) + for item in datasets_and_count[0]["data"] + ], +) + +return page.dict() +``` + +[Link](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/backend/app/routers/datasets.py#L220C1-L278C23) +to full method on github. + +To interact with the backend as a user directly, you can create an API +key for a user. Postman app or python requests are two options for +interacting with the back end directly instead of through the frontend +interface. When adding new methods, it can be helpful to test the +backend separately from the front end. + +### 1.1.2 Models + +Models folder (under +[backend/app/models/](https://github.com/clowder-framework/clowder2/tree/bb35e0b5040443abb847e658ad61f622f189f6bb/backend/app/models)) +holds data models. + +```python +class DatasetBaseCommon(DatasetBase): + creator: UserOut + created: datetime = Field(default_factory=datetime.utcnow) + modified: datetime = Field(default_factory=datetime.utcnow) + status: str = DatasetStatus.PRIVATE.name + user_views: int = 0 + downloads: int = 0 + thumbnail_id: Optional[PydanticObjectId] = None + origin_id: Optional[PydanticObjectId] = None + standard_license: bool = True + license_id: Optional[str] = None +``` + +If you wish to add a field in any existing model, locate the model you +wish to change and add it with corresponding types, and if needed, a +default value. + +E.g. I wish to have a "favorite" field stored in each of the dataset +documents. + +```python +class DatasetBaseCommon(DatasetBase): + ... + favorite: bool = False + + +``` + +#### 1.1.2.1 Conventions + +{XXX}**DBViewList** - View Models. These models are used to create views +in MongoDB, which aggregate and transform data. + +{XXX}**DB** - These models are directly tied to the Documents in MongoDB +collections.\ +{XXX}**In** - These models are used for incoming data, such as defining +the request body for the API endpoint. + +{XXX}**Out** - These models are used for defining the data out, such as +API responses. + +#### 1.1.2.2 Use models in the Routes + +E.g. Define the response model, the endpoint will automatically cast the +return object into the model shape + +E.g. Define the request body shape. Dataset_in must match the shape of +the DatasetIn model otherwise it will complain. + +```python +@router.post("", response_model=DatasetOut) +async def save_dataset( + dataset_in: DatasetIn, + license_id: str, + user=Depends(get_current_user), + es: Elasticsearch = Depends(dependencies.get_elasticsearchclient), +): + ... + return dataset.dict() +``` + +## 1.2 Frontend + +### 1.2.1 Components + +The frontend consists of various React components, each serving specific +functions. **Before developing a new component, please review the +existing ones to see if any can be reused.** + +![](media/image12.png) + +#### 1.2.1.1 Reuse Components + +Components are often reused. Both Dataset and File use the same +DisplayMetadata component. The component takes the resourceType as an +argument, that can be a dataset or file. Reuse of components can save +time and keep design and function consistent. + +```javascript +import FilesTable from "../files/FilesTable"; +import {MetadataIn} from "../../openapi/v2"; +import {DisplayMetadata} from "../metadata/DisplayMetadata"; +import {DisplayListenerMetadata} from "../metadata/DisplayListenerMetadata"; +import {EditMetadata} from "../metadata/EditMetadata"; +``` + +Here we see the import of DisplayMetadata. This component is used for +Files or Datasets. Below we see arguments for resourceId and +resourceType, which can be file or dataset. + +```javascript +export const DisplayMetadata = (props: MetadataType) => { + const { + updateMetadata, + deleteMetadata, + resourceType, + resourceId, + publicView, + } = props; +``` + +#### 1.2.1.2 Styled Components + +We provide a set of basic Clowder-styled components (e.g., Button, +Select, Title, Footnote). These can be used just like MUI components, +with styling controlled here and props still passable. Found those +components +[here](https://github.com/clowder-framework/clowder2/tree/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/components/styledComponents). + +For example, the ClowderSelect component: + +```javascript +import {ClowderSelect} from "../styledComponents/ClowderSelect"; + +... + + { + setSelectedVersionNum(event.target.value); + setSnackBarMessage(`Viewing version ${event.target.value}`); + setSnackBarOpen(true); + }} + > + {fileVersions.map((fileVersion) => { + return ( + + {fileVersion.version_num} + + ); + })} + + + +```` + +#### 1.2.1.3 Auth Wrapper + +Some components show different things based on user permissions. Here is +an +[example](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/components/datasets/Dataset.tsx#L456) + +Using ``. We see that only the **owner**, **editor** or +**uploader** can have access to the "Add Metadata" component. + +```javascript + + + + + + +``` + +#### 1.2.1.4 Full Example + +Take +[DisplayMetadata](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/components/metadata/DisplayMetadata.tsx#L31) +as an example: + +```javascript +export const DisplayMetadata = (props: MetadataType) => { + const { + updateMetadata, + deleteMetadata, + resourceType, + resourceId, + publicView, + } = props; + + const dispatch = useDispatch(); + + const getMetadatDefinitions = ( + name: string | null, + skip: number, + limit: number + ) => dispatch(fetchMetadataDefinitions(name, skip, limit)); + +``` + +[Here](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/components/metadata/DisplayMetadata.tsx#L92-L106) +we see that whether we have a dataset or file, we use different methods +to get the metadata. This is how components can be reused. There are +also options for publicView if the user is not logged in. + +```javascript +useEffect(() => { + if (resourceType === "dataset") { + if (publicView) { + listPublicDatasetMetadata(resourceId); + } else { + listDatasetMetadata(resourceId); + } + } else if (resourceType === "file") { + if (publicView) { + listPublicFileMetadata(resourceId); + } else { + listFileMetadata(resourceId); + } + } +}, [resourceType, resourceId]); + +``` + +These work by [importing +actions](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/components/metadata/DisplayMetadata.tsx#L5-L12) +from frontend/actions + +```javascript +import { + fetchDatasetMetadata, + fetchFileMetadata, + fetchMetadataDefinitions, + fetchPublicFileMetadata, + fetchPublicMetadataDefinitions, +} from "../../actions/metadata"; +``` + +And we can see the call in +[frontend/src/actions/metadata.js](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/actions/metadata.js#L7-L31) +that calls a method from the Services + +```javascript +export function fetchMetadataDefinitions(name, skip, limit) { + return (dispatch) => { + return V2.MetadataService.getMetadataDefinitionListApiV2MetadataDefinitionGet( + name, + skip, + limit + ) + .then((json) => { + dispatch({ + type: RECEIVE_METADATA_DEFINITIONS, + metadataDefinitionList: json, + receivedAt: Date.now(), + }); + }) + .catch((reason) => { + dispatch( + handleErrors(reason, fetchMetadataDefinitions(name, skip, limit)) + ); + }); + }; +} + +``` + +And looking at the service in +[/frontend/src/openapi/v2/MetadataService](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/openapi/v2/services/MetadataService.ts#L26-L43) +.ts, +we see it calling the back end routes. + +```javascript +public +static +getMetadataDefinitionListApiV2MetadataDefinitionGet( + name ? : string, + skip ? : number, + limit +: +number = 2, +): +CancelablePromise < Paged > { + return __request({ + method: 'GET', + path: `/api/v2/metadata/definition`, + query: { + 'name': name, + 'skip': skip, + 'limit': limit, + }, + errors: { + 422: `Validation Error`, + }, + }); +``` + +### 1.2.2 Redux + +![](media/image10.png) + +- Add an action under the action folder + [here](https://github.com/clowder-framework/clowder2/tree/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/actions) + +- Update the reducer + [here](https://github.com/clowder-framework/clowder2/tree/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/reducers) + +- Access the action and state in component use hooks. + +```javascript + +import {useDispatch, useSelector} from "react-redux"; + +... + +const dispatch = useDispatch(); +const listFileSummary = (fileId: string | undefined) => + dispatch(fetchFileSummary(fileId)); + +const file = useSelector((state: RootState) => state.file); + +``` + +# 2. Write New Extractors + +### 2.1 Components of extractors + + + +- requirements.txt contains the required set of libraries to install + (It always need pyclowder, this is library used to connect to + Clowder) + +``` +pyclowder==3.0.7 +``` + +- extractor_info.json contains the details about the extractors + +```json + +{ + "@context": "http://clowder.ncsa.illinois.edu/contexts/extractors.jsonld", + "name": "ncsa.wordcount-3", + "version": "2.0", + "description": "WordCount extractor. Counts the number of characters, words and lines in the text file that was uploaded.", + "author": "Rob Kooper ", + "contributors": [], + "contexts": [ + { + "lines": "http://clowder.ncsa.illinois.edu/metadata/ncsa.wordcount#lines", + "words": "http://clowder.ncsa.illinois.edu/metadata/ncsa.wordcount#words", + "characters": "http://clowder.ncsa.illinois.edu/metadata/ncsa.wordcount#characters" + } + ], + "repository": [ + { + "repType": "git", + "repUrl": "https://opensource.ncsa.illinois.edu/stash/scm/cats/pyclowder.git" + } + ], + "process": { + "file": [ + "text/*", + "application/json" + ] + }, + "external_services": [], + "dependencies": [], + "bibtex": [] +} +``` + +- .py file contains the code for your extractor + +```python + +class WordCount(Extractor): + """Count the number of characters, words and lines in a text file.""" + + def __init__(self): + Extractor.__init__(self) + + # add any additional arguments to parser + # self.parser.add_argument('--max', '-m', type=int, nargs='?', default=-1, + # help='maximum number (default=-1)') + + # parse command line and load default logging configuration + self.setup() + + # setup logging for the extractor + logging.getLogger('pyclowder').setLevel(logging.DEBUG) + logging.getLogger('__main__').setLevel(logging.DEBUG) + +``` + +- README contains the basic instructions to run the extractor + +- **Dockerfile contains a set of instructions to build a Docker image + out of the extractor** + +More details are [here](https://github.com/clowder-framework/pyclowder) +about creating an extractor + +### 2.2 Starting the extractor + +#### 2.2.1 Production mode + +- Create Dockerfile and build docker container + +- Add to + [docker-compose.extractors.yml](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/docker-compose.extractors.yml). + + - Make sure to include default environment variables + **CLOWDER_VESERION**, and **RABBITMQ_URI**. + + - Set the networks to **clowder2** + + For example: + +```yaml +sentiment-analysis: + image: socialmediamacroscope/sentiment_analysis_extractor:latest + environment: + CLOWDER_VERSION: 2 + RABBITMQ_URI: amqp://guest:guest@rabbitmq:5672/%2F + networks: + - clowder2 + restart: unless-stopped +``` + +- Run `docker-compose -f docker-compose.yml -f docker-compose.extractors.yml -p clowder-prod up` + +#### 2.2.2 Dev mode + +Run the main file in your extractor in the IDE, with environment +parameters set. Similar to above, **CLOWDER_VERSION** and +**RABBITMQ_URI** are required. + +![](media/image14.png) + +Alternatively, using command line + +```shell +export PYTHONUNBUFFERED=1 +export CLOWDER_VERSION=2 +export IMAGE_BINARY=/usr/local/bin/convert +python run pyclowder/sample-extractors/image-preview-v2/binary_extractor.py +``` + +### 2.3 Check if extractor registered + +- Log in + +- Turn on admin mode + +- Go to extractors tab at the side menu, you should be able to see + your extractors with information + +![](media/image11.png) +![](media/image13.png) + +- Go to the file/dataset that are compatible with that extractor. + Submit and watch the logs + +![](media/image9.png) + +### 2.4 Create Custom Widget submitting to Extractor + +#### 2.4.1 Modifying Widget for RSJF + +In order to create custom widgets, we need to take the following steps: + +- After you created your component make sure, there is an onChange + function, this onChange function. The component will use it to set + the parameters. In my example, I am creating an Image Annotator, so + I need to save the name and points of the annotation + +> ![](media/image2.png) +> +> ![](media/image4.png) + +- Create a component in a directory (I use StyledComponents), this + offers us to customize the component for the extractor but mainly + acts as an intermediary between the rsjf form and the component. The + form passes an object which contains a parameter and title that I + use to create a title + +> ![](media/image3.png) + +#### 2.4.2 Adding to the RSJF + +Now the widget is ready for the form, our form for extractors is in the +file SubmitExtraction.tsx. The steps are: + +Import the widget component and add to the widgets object that gives the +form a map to the different custom widgets + +![](media/image1.png) + +In order to map the parameter to the widget, we use the second parameter +for the form uiSchema. In the extractor-info.json, we give the parameter +have a property called format that tells the form to map this widget to +the extractor. + +We use a for loop in the file here to go through the parameters and add +it to the uiSchema if a parameter needs a custom widget + +![](media/image6.png) + +#### 2.4.3 In the extractor-info.json + +In the extractor json that renders the form, create the parameter that +can map to this widget. So, since in my case, I use the field +ImageAnnotator to map to this widget, I create the following + +```json +"parameters": { +"schema": { +"Annotations": { +"type": "object", +"title": "Annotate image", +"description": "Annotate image", +"format": "ImageAnnotator" +} +} +} +``` + +When we open the extractor, we should the be able to see the widget, + +![](media/image5.png) + +![](media/image7.png) + +When you submit the extractor, you can see the parameters are passed in +if you extractor script logs the parameters it receives + +![](media/image8.png) + +# 3. Custom Visualization Component + +You can refer to this PR that adds word cloud visualization as an end to +end example: +[https://github.com/clowder-framework/clowder2/pull/786](https://github.com/clowder-framework/clowder2/pull/786) + +### 3.1 Create Folder + +under [visualization +folder](https://github.com/clowder-framework/clowder2/tree/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/components/visualizations) + +### 3.2 Create the main component + +This component could expect 3 props: ***fileId, visualizationId, +publicView*** + +***If fileId specified → Raw file bytes (below ) is used to*** + +***If visualizationId specified → Visualization can be generated by +(processed) visualization data source*** + +***If publicView is True → Visualization can be viewed on public +dataset*** + +```javascript +type +VisProps = { + fileId? : string; + visualizationId? : string; + publicView? : boolean | false; +}; + +// E.g. +export default function Image(props: VisProps) { + const {fileId, visualizationId, publicView} = props; + +``` + +### 3.3 Create manifest.json + +- Ensure the \"main\" is directed to the component. + +- Add visConfig fields, ensuring the \"name\" matches the folder name. + +- List the \"mainType\" and \"mimeType\" that the visualization widget + supports. + +```json + +{ + "name": "vega-spec", + "version": "1.0.0", + "description": "A simple visualization using vegalite and the spec in json from vis data.", + "main": "VegaSpec.tsx", + "dependencies": { + "clowder2-core": "1.0.0", + "react": "^17.0.2", + "react-dom": "^17.0.2", + "vega": "^5.20.2" + }, + "visConfig": { + "name": "VegaSpec", + "mainType": "application", + "mimeTypes": [ + "application/json" + ], + "fields": [] + } +} +``` + +### 3.4 Register the component + +Add code block in +[visualization.config.ts](https://github.com/clowder-framework/clowder2/blob/bb35e0b5040443abb847e658ad61f622f189f6bb/frontend/src/visualization.config.ts). +Place the correct manifest.json + +For example: + +```javascript +const configWordCloudSpec = require("./components/visualizations/VegaSpec/manifest.json"); + +visComponentDefinitions.push({ + name: configWordCloudSpec.name, + mainType: configWordCloudSpec.visConfig.mainType, + mimeTypes: configWordCloudSpec.visConfig.mimeTypes, + component: React.createElement(registerComponent(configWordCloudSpec)), +}); + +``` diff --git a/docs/docs/devs/media/image1.png b/docs/docs/devs/media/image1.png new file mode 100644 index 0000000000000000000000000000000000000000..58bb030b4687ea870942268c369592296fb9e203 GIT binary patch literal 34521 zcmb@tV{~Rs*EO1?)3I%%V|HxYwryN-(y`sKb9L;FZQHhO>&yLq?{hzAoWJM%*n6xo zSFNhrwf5dsW6r8@1vzne7#tW75D<7t2@xd_5HN@@I|J&UJGO>08VCqXrKPa2f~2r8 zk%E)GnWc>>2#7>@QVOJs@-jxqWcx939=V8s)RC+wED?DShJYYfn3M!q5Q-2{n1+Cf z1NdM-1Qc~Z4C{CCf*}K8wAI|=C07B6@1}UPVG$#(T_ha03tsl^?F*W(qZ53uXU+?} zZts{Ne|f~oq(b&VC6LX+0^8P)k>eFz){weDsN*2r4Mw*MBUAnTKR{|UKiys(Fa?x9 z8je*e{60TB)4^hMCccBfh;SsQOvnm8kumEziSEFGC_u(FO^m=zqq&jDpp(Lrc>6`{ 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