repo_name string | dataset string | owner string | lang string | func_name string | code string | docstring string | url string | sha string |
|---|---|---|---|---|---|---|---|---|
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTaskBuilder.withImageGenerationParameters | public withImageGenerationParameters(imageGenerationParameters: ImageGenerationParameters) {
this.props.imageGenerationParameters = imageGenerationParameters;
return (this);
} | /**
* @param imageGenerationParameters the image generation parameters.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L163-L166 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTaskBuilder.build | public build(): ImageInpaintingTask {
return (ImageInpaintingTask.from(this.props));
} | /**
* @returns a new instance of the `ImageInpaintingTask`
* service constructed with the given parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L172-L174 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.constructor | constructor(public props: ImageInpaintingProps) {
if (!props.maskImage && !props.maskPrompt) {
throw new Error('Must specify either mask image or mask prompt.');
}
if (props.maskImage && props.maskPrompt) {
throw new Error('Cannot specify both mask image and mask prompt.');
}
} | /**
* Creates a new instance of the `ImageInpaintingTask` class.
* @param props the task properties.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L191-L198 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.text | public text() {
return (this.props.text);
} | /**
* @returns the text prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L203-L205 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.negativeText | public negativeText() {
return (this.props.negativeText);
} | /**
* @returns the negative text prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L210-L212 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.image | public image() {
return (this.props.image);
} | /**
* @returns the image prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L217-L219 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.maskPrompt | public maskPrompt() {
return (this.props.maskPrompt);
} | /**
* @returns the mask prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L224-L226 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.maskImage | public maskImage() {
return (this.props.maskImage);
} | /**
* @returns the mask image associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L231-L233 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.imageGenerationParameters | public imageGenerationParameters() {
return (this.props.imageGenerationParameters);
} | /**
* @returns the image generation parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L238-L240 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.from | public static from(props: any) {
return (new ImageInpaintingTask(ImageInpaintingTaskPropsSchema.parse(props)));
} | /**
* Creates a new instance of the `ImageInpaintingTask` class.
* @param props the task properties.
* @returns a new instance of the `ImageInpaintingTask` class.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L247-L249 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageInpaintingTask.toJSON | public toJSON() {
return (this.props);
} | /**
* @returns the JSON representation of the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-inpainting-task.ts#L254-L256 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTaskBuilder.withTextPrompt | public withTextPrompt(prompt: string | dsl.IReference<any>) {
let reference = null;
if (typeof prompt === 'string') {
reference = dsl.reference(dsl.value(prompt));
} else {
reference = prompt;
}
this.props.text = reference;
return (this);
} | /**
* @param prompt the text prompt to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L101-L112 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTaskBuilder.withTextNegativePrompt | public withTextNegativePrompt(negativePrompt: string | dsl.IReference<any>) {
let reference = null;
if (typeof negativePrompt === 'string') {
reference = dsl.reference(dsl.value(negativePrompt));
} else {
reference = negativePrompt;
}
this.props.negativeText = reference;
return (this);
} | /**
* @param negativePrompt the negative text prompt to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L118-L129 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTaskBuilder.withImage | public withImage(image: dsl.IReference<any>) {
this.props.image = image;
return (this);
} | /**
* @param image sets a reference to the image to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L135-L138 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTaskBuilder.withMaskPrompt | public withMaskPrompt(maskPrompt: string | dsl.IReference<any>) {
let reference = null;
if (typeof maskPrompt === 'string') {
reference = dsl.reference(dsl.value(maskPrompt));
} else {
reference = maskPrompt;
}
this.props.maskPrompt = reference;
return (this);
} | /**
* @param maskPrompt the mask prompt to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L144-L155 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTaskBuilder.withMaskImage | public withMaskImage(maskImage: dsl.IReference<any>) {
this.props.maskImage = maskImage;
return (this);
} | /**
* @param maskImage the mask image to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L161-L164 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTaskBuilder.withOutPaintingMode | public withOutPaintingMode(outPaintingMode: 'DEFAULT' | 'PRECISE') {
this.props.outPaintingMode = outPaintingMode;
return (this);
} | /**
* @param outPaintingMode the outpainting mode to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L170-L173 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTaskBuilder.withImageGenerationParameters | public withImageGenerationParameters(imageGenerationParameters: ImageGenerationParameters) {
this.props.imageGenerationParameters = imageGenerationParameters;
return (this);
} | /**
* @param imageGenerationParameters the image generation parameters.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L179-L182 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTaskBuilder.build | public build(): ImageOutpaintingTask {
return (ImageOutpaintingTask.from(this.props));
} | /**
* @returns a new instance of the `ImageOutpaintingTask`
* service constructed with the given parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L188-L190 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.constructor | constructor(public props: ImageOutpaintingProps) {
if (!props.maskImage && !props.maskPrompt) {
throw new Error('Must specify either mask image or mask prompt.');
}
if (props.maskImage && props.maskPrompt) {
throw new Error('Cannot specify both mask image and mask prompt.');
}
} | /**
* Creates a new instance of the `ImageOutpaintingTask` class.
* @param props the task properties.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L207-L214 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.text | public text() {
return (this.props.text);
} | /**
* @returns the text prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L219-L221 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.negativeText | public negativeText() {
return (this.props.negativeText);
} | /**
* @returns the negative text prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L226-L228 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.image | public image() {
return (this.props.image);
} | /**
* @returns the image prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L233-L235 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.maskPrompt | public maskPrompt() {
return (this.props.maskPrompt);
} | /**
* @returns the mask prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L240-L242 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.maskImage | public maskImage() {
return (this.props.maskImage);
} | /**
* @returns the mask image associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L247-L249 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.outPaintingMode | public outPaintingMode() {
return (this.props.outPaintingMode);
} | /**
* @returns the outpainting mode associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L254-L256 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.imageGenerationParameters | public imageGenerationParameters() {
return (this.props.imageGenerationParameters);
} | /**
* @returns the image generation parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L261-L263 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.from | public static from(props: any) {
return (new ImageOutpaintingTask(ImageOutpaintingTaskPropsSchema.parse(props)));
} | /**
* Creates a new instance of the `ImageOutpaintingTask` class.
* @param props the task properties.
* @returns a new instance of the `ImageOutpaintingTask` class.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L270-L272 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageOutpaintingTask.toJSON | public toJSON() {
return (this.props);
} | /**
* @returns the JSON representation of the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-outpainting-task.ts#L277-L279 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTaskBuilder.withTextPrompt | public withTextPrompt(prompt: string | dsl.IReference<any>) {
let reference = null;
if (typeof prompt === 'string') {
reference = dsl.reference(dsl.value(prompt));
} else {
reference = prompt;
}
this.props.text = reference;
return (this);
} | /**
* @param prompt the text prompt to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L90-L101 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTaskBuilder.withTextNegativePrompt | public withTextNegativePrompt(negativePrompt: string | dsl.IReference<any>) {
let reference = null;
if (typeof negativePrompt === 'string') {
reference = dsl.reference(dsl.value(negativePrompt));
} else {
reference = negativePrompt;
}
this.props.negativeText = reference;
return (this);
} | /**
* @param negativePrompt the negative text prompt to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L107-L118 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTaskBuilder.withImage | public withImage(image: dsl.IReference<any>) {
this.props.image = image;
return (this);
} | /**
* @param image sets a reference to the image to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L124-L127 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTaskBuilder.withSimilarityStrength | public withSimilarityStrength(similarityStrength: number) {
this.props.similarityStrength = similarityStrength;
return (this);
} | /**
* @param similarityStrength the similarity strength to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L133-L136 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTaskBuilder.withImageGenerationParameters | public withImageGenerationParameters(imageGenerationParameters: ImageGenerationParameters) {
this.props.imageGenerationParameters = imageGenerationParameters;
return (this);
} | /**
* @param imageGenerationParameters the image generation parameters.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L142-L145 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTaskBuilder.build | public build(): ImageVariationTask {
return (ImageVariationTask.from(this.props));
} | /**
* @returns a new instance of the `ImageVariationTask`
* service constructed with the given parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L151-L153 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTask.constructor | constructor(public props: ImageVariationProps) {} | /**
* Creates a new instance of the `ImageVariationTask` class.
* @param props the task properties.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L170-L170 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTask.text | public text() {
return (this.props.text);
} | /**
* @returns the text prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L175-L177 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTask.negativeText | public negativeText() {
return (this.props.negativeText);
} | /**
* @returns the negative text prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L182-L184 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTask.image | public image() {
return (this.props.image);
} | /**
* @returns the image prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L189-L191 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTask.similarityStrength | public similarityStrength() {
return (this.props.similarityStrength);
} | /**
* @returns the similarity strength associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L196-L198 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTask.imageGenerationParameters | public imageGenerationParameters() {
return (this.props.imageGenerationParameters);
} | /**
* @returns the image generation parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L203-L205 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTask.from | public static from(props: any) {
return (new ImageVariationTask(ImageVariationTaskPropsSchema.parse(props)));
} | /**
* Creates a new instance of the `ImageVariationTask` class.
* @param props the task properties.
* @returns a new instance of the `ImageVariationTask` class.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L212-L214 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | ImageVariationTask.toJSON | public toJSON() {
return (this.props);
} | /**
* @returns the JSON representation of the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/image-variation-task.ts#L219-L221 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTaskBuilder.withPrompt | public withPrompt(prompt: string | dsl.IReference<any>) {
let reference = null;
if (typeof prompt === 'string') {
reference = dsl.reference(dsl.value(prompt));
} else {
reference = prompt;
}
this.props.text = reference;
return (this);
} | /**
* @param prompt the text prompt to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L98-L109 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTaskBuilder.withNegativePrompt | public withNegativePrompt(negativePrompt: string | dsl.IReference<any>) {
let reference = null;
if (typeof negativePrompt === 'string') {
reference = dsl.reference(dsl.value(negativePrompt));
} else {
reference = negativePrompt;
}
this.props.negativeText = reference;
return (this);
} | /**
* @param negativePrompt the negative text prompt to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L115-L126 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTaskBuilder.withControlMode | public withControlMode(controlMode: 'CANNY_EDGE' | 'SEGMENTATION') {
this.props.controlMode = controlMode;
return (this);
} | /**
* @param controlMode the conditioning mode to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L132-L135 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTaskBuilder.withConditionImage | public withConditionImage(conditionImage: dsl.IReference<any>) {
this.props.conditionImage = conditionImage;
return (this);
} | /**
* @param conditionImage the conditioning image to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L141-L144 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTaskBuilder.withControlStrength | public withControlStrength(controlStrength: number) {
this.props.controlStrength = controlStrength;
return (this);
} | /**
* @param controlStrength the conditioning strength to use.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L150-L153 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTaskBuilder.withImageGenerationParameters | public withImageGenerationParameters(imageGenerationParameters: ImageGenerationParameters) {
this.props.imageGenerationParameters = imageGenerationParameters;
return (this);
} | /**
* @param imageGenerationParameters the image generation parameters.
* @returns the current builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L159-L162 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTaskBuilder.build | public build(): TextToImageTask {
return (TextToImageTask.from(this.props));
} | /**
* @returns a new instance of the `TextToImageTask`
* service constructed with the given parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L168-L170 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.constructor | constructor(public props: TextToImageProps) {} | /**
* Creates a new instance of the `TextToImageTask` class.
* @param props the task properties.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L187-L187 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.prompt | public prompt() {
return (this.props.text);
} | /**
* @returns the prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L192-L194 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.negativePrompt | public negativePrompt() {
return (this.props.negativeText);
} | /**
* @returns the negative prompt associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L199-L201 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.controlMode | public controlMode() {
return (this.props.controlMode);
} | /**
* @returns the conditioning mode associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L206-L208 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.conditionImage | public conditionImage() {
return (this.props.conditionImage);
} | /**
* @returns the conditioning image associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L213-L215 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.controlStrength | public controlStrength() {
return (this.props.controlStrength);
} | /**
* @returns the conditioning strength associated with the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L220-L222 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.imageGenerationParameters | public imageGenerationParameters() {
return (this.props.imageGenerationParameters);
} | /**
* @returns the image generation parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L227-L229 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.from | public static from(props: any): TextToImageTask {
return (new TextToImageTask(TextToImageTaskPropsSchema.parse(props)));
} | /**
* Creates a new instance of the `TextToImageTask` class.
* @param props the task properties.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L235-L237 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | TextToImageTask.toJSON | public toJSON() {
return (this.props);
} | /**
* @returns the JSON representation of the task.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/definitions/tasks/text-to-image-task.ts#L242-L244 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Lambda.processEvent | private async processEvent(event: CloudEvent) {
let images: Buffer[] = [];
// By default, we set the seed to a random value if
// it is not defined by the user.
if (!TASK.imageGenerationParameters.seed) {
(TASK.imageGenerationParameters.seed as any) = Math.floor(Math.random() * 214783647);
}
// Execute the task.
if (TASK.taskType === 'TEXT_IMAGE') {
images = await textToImage(event, IMAGE_MODEL, TASK);
} else if (TASK.taskType === 'INPAINTING') {
images = await imageInpainting(event, IMAGE_MODEL, TASK);
} else if (TASK.taskType === 'OUTPAINTING') {
images = await imageOutpainting(event, IMAGE_MODEL, TASK);
} else if (TASK.taskType === 'IMAGE_VARIATION') {
images = await imageVariation(event, IMAGE_MODEL, TASK);
} else if (TASK.taskType === 'BACKGROUND_REMOVAL') {
images = await backgroundRemoval(event, IMAGE_MODEL, TASK);
} else if (TASK.taskType === 'COLOR_GUIDED_GENERATION') {
images = await colorGuidedGeneration(event, IMAGE_MODEL, TASK);
} else {
throw new Error(`Unsupported task type`);
}
// Upload the images and forward them to the next middlewares.
for (const [idx, image] of images.entries()) {
await this.onImage(idx, image, event);
}
} | /**
* Generates an image using a Bedrock model and
* the given parameters.
* @param event the CloudEvent to process.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/lambdas/handler/index.ts#L108-L138 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Lambda.recordHandler | async recordHandler(record: SQSRecord): Promise<any> {
return (await this.processEvent(
CloudEvent.from(record.body)
));
} | /**
* @param record the SQS record to process that contains
* the EventBridge event providing information about the
* S3 event.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/lambdas/handler/index.ts#L145-L149 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Lambda.handler | public async handler(event: SQSEvent, _: Context) {
return (await processPartialResponse(
event, this.recordHandler.bind(this), processor
));
} | // eslint-disable-next-line @typescript-eslint/no-unused-vars | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/amazon/lambdas/handler/index.ts#L159-L163 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGeneratorBuilder.withImageModel | public withImageModel(model: SdxlImageModel) {
this.middlewareProps.imageModel = model;
return (this);
} | /**
* Sets the Bedrock image model to use for generating
* images.
* @param model the Bedrock image model to use.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L82-L85 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGeneratorBuilder.withModelParameters | public withModelParameters(parameters: ModelParameters) {
this.middlewareProps.modelParameters = parameters;
return (this);
} | /**
* Sets the parameters to pass to the image model.
* @param parameters the parameters to pass to the image model.
* @default {}
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L92-L95 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGeneratorBuilder.withPrompt | public withPrompt(prompt: string | r.IReference<any>) {
let reference = null;
if (typeof prompt === 'string') {
reference = r.reference(r.value(prompt));
} else {
reference = prompt;
}
this.middlewareProps.prompt = reference;
return (this);
} | /**
* Sets the prompt to use for generating images.
* @param prompt the prompt to use for generating images.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L101-L112 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGeneratorBuilder.withNegativePrompts | public withNegativePrompts(prompts: Array<string | r.IReference<any>>) {
const references = [];
for (const prompt of prompts) {
if (typeof prompt === 'string') {
references.push(r.reference(r.value(prompt)));
} else {
references.push(prompt);
}
}
this.middlewareProps.negativePrompts = references;
return (this);
} | /**
* Sets the negative prompts to use when generating images.
* @param prompts the negative prompts to use when generating images.
* @default []
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L119-L132 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGeneratorBuilder.withRegion | public withRegion(region: string) {
this.middlewareProps.region = region;
return (this);
} | /**
* Sets the AWS region in which the model
* will be invoked.
* @param region the AWS region in which the model
* will be invoked.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L140-L143 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGeneratorBuilder.build | public build(): SdxlImageGenerator {
return (new SdxlImageGenerator(
this.scope,
this.identifier, {
...this.middlewareProps as SdxlImageGeneratorProps,
...this.props
}
));
} | /**
* @returns a new instance of the `SdxlImageGenerator`
* service constructed with the given parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L149-L157 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGenerator.constructor | constructor(scope: Construct, id: string, private props: SdxlImageGeneratorProps) {
super(scope, id, description, {
...props,
queueVisibilityTimeout: cdk.Duration.seconds(
2 * PROCESSING_TIMEOUT.toSeconds()
)
});
// Validate the properties.
this.props = this.parse(SdxlImageGeneratorPropsSchema, props);
///////////////////////////////////////////
//////// Processing Storage ///////
///////////////////////////////////////////
this.storage = new CacheStorage(this, 'Storage', {
encryptionKey: this.props.kmsKey
});
///////////////////////////////////////////
////// Middleware Event Handler ////
///////////////////////////////////////////
this.eventProcessor = new node.NodejsFunction(this, 'Compute', {
description: 'Generates images using SDXL on Amazon Bedrock.',
entry: path.resolve(__dirname, 'lambdas', 'handler', 'index.js'),
vpc: this.props.vpc,
memorySize: this.props.maxMemorySize ?? DEFAULT_MEMORY_SIZE,
timeout: PROCESSING_TIMEOUT,
runtime: EXECUTION_RUNTIME,
architecture: lambda.Architecture.ARM_64,
tracing: lambda.Tracing.ACTIVE,
environmentEncryption: this.props.kmsKey,
logGroup: this.logGroup,
insightsVersion: this.props.cloudWatchInsights ?
LAMBDA_INSIGHTS_VERSION :
undefined,
environment: {
POWERTOOLS_SERVICE_NAME: description.name,
POWERTOOLS_METRICS_NAMESPACE: NAMESPACE,
SNS_TARGET_TOPIC: this.eventBus.topicArn,
PROCESSED_FILES_BUCKET: this.storage.id(),
IMAGE_MODEL: this.props.imageModel.name,
PROMPT: JSON.stringify(this.props.prompt),
NEGATIVE_PROMPTS: JSON.stringify(this.props.negativePrompts),
MODEL_PARAMETERS: JSON.stringify(this.props.modelParameters),
BEDROCK_REGION: this.props.region ?? ''
},
bundling: {
minify: true,
externalModules: [
'@aws-sdk/client-s3',
'@aws-sdk/client-sns',
'@aws-sdk/client-bedrock-runtime'
]
}
});
// Allows this construct to act as a `IGrantable`
// for other middlewares to grant the processing
// lambda permissions to access their resources.
this.grantPrincipal = this.eventProcessor.grantPrincipal;
// Plug the SQS queue into the lambda function.
this.eventProcessor.addEventSource(new sources.SqsEventSource(this.eventQueue, {
batchSize: this.props.batchSize ?? 1,
maxConcurrency: this.props.maxConcurrency ?? 2,
reportBatchItemFailures: true
}));
// Allow access to the Bedrock API.
this.eventProcessor.addToRolePolicy(new iam.PolicyStatement({
effect: iam.Effect.ALLOW,
actions: [
'bedrock:InvokeModel'
],
resources: [
`arn:${cdk.Aws.PARTITION}:bedrock:${this.props.region ?? cdk.Aws.REGION}::foundation-model/${this.props.imageModel.name}`,
]
}));
// Grant the compute type permissions to
// write to the post-processing bucket.
this.storage.grantWrite(this.grantPrincipal);
// Grant the compute type permissions to
// publish to the SNS topic.
this.eventBus.grantPublish(this.grantPrincipal);
super.bind();
} | /**
* Construct constructor.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L184-L274 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGenerator.grantReadProcessedDocuments | grantReadProcessedDocuments(grantee: iam.IGrantable): iam.Grant {
return (this.storage.grantRead(grantee));
} | /**
* Allows a grantee to read from the processed documents
* generated by this middleware.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L280-L282 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGenerator.supportedInputTypes | supportedInputTypes(): string[] {
return ([
'text/plain',
'image/png',
'image/jpeg',
'application/json+scheduler'
]);
} | /**
* @returns an array of mime-types supported as input
* type by this middleware.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L288-L295 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGenerator.supportedOutputTypes | supportedOutputTypes(): string[] {
return ([
'image/png'
]);
} | /**
* @returns an array of mime-types supported as output
* type by the data producer.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L301-L305 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGenerator.supportedComputeTypes | supportedComputeTypes(): ComputeType[] {
return ([
ComputeType.CPU
]);
} | /**
* @returns the supported compute types by a given
* middleware.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L311-L315 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageGenerator.conditional | conditional() {
return (super
.conditional()
.and(when('type').equals('document-created'))
);
} | /**
* @returns the middleware conditional statement defining
* in which conditions this middleware should be executed.
* In this case, we want the middleware to only be invoked
* when the document mime-type is supported, and the event
* type is `document-created`.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/index.ts#L324-L329 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | SdxlImageModel.of | public static of(name: string) {
return (new SdxlImageModel(name));
} | /**
* Create a new instance of the `SdxlImageModel`
* by name.
* @param name the name of the model.
* @returns a new instance of the `SdxlImageModel`.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/definitions/image-model.ts#L34-L36 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Lambda.getPrompts | async getPrompts(event: CloudEvent): Promise<object[]> {
const negativePrompts = [];
for (const negativePrompt of NEGATIVE_PROMPTS) {
negativePrompts.push({
text: (await event.resolve(negativePrompt)).toString(),
weight: -1.0
});
}
return ([{
text: (await event.resolve(PROMPT)).toString(),
weight: 1.0
}, ...negativePrompts]);
} | /**
* Generates an array of prompt attributes (both positive and negative)
* to be used for generating images.
* @param event the CloudEvent to process.
* @returns a promise that resolves to the list of prompt
* to use for generating images.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/lambdas/handler/index.ts#L78-L92 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Lambda.getInitImage | async getInitImage(event: CloudEvent): Promise<string | undefined> {
if (!MODEL_PARAMETERS.init_image) {
return (Promise.resolve(undefined));
}
return ((await event.resolve(MODEL_PARAMETERS.init_image)).toString('base64'));
} | /**
* @param event the CloudEvent to process.
* @returns a promise that resolves to the init image
* to use for generating images in base 64, or `undefined` if
* no init image is specified.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/lambdas/handler/index.ts#L100-L105 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Lambda.getMaskImage | async getMaskImage(event: CloudEvent): Promise<string | undefined> {
if (!MODEL_PARAMETERS.mask_image) {
return (Promise.resolve(undefined));
}
return ((await event.resolve(MODEL_PARAMETERS.mask_image)).toString('base64'));
} | /**
* @param event the CloudEvent to process.
* @returns a promise that resolves to the mask image
* to use for inpainting generation in base 64, or `undefined` if
* no mask image is specified.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/lambdas/handler/index.ts#L113-L118 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Lambda.recordHandler | async recordHandler(record: SQSRecord): Promise<CloudEvent> {
return (await this.processEvent(
CloudEvent.from(record.body)
));
} | /**
* @param record the SQS record to process that contains
* the EventBridge event providing information about the
* S3 event.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/lambdas/handler/index.ts#L175-L179 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Lambda.handler | public async handler(event: SQSEvent, _: Context) {
return (await processPartialResponse(
event, this.recordHandler.bind(this), processor
));
} | // eslint-disable-next-line @typescript-eslint/no-unused-vars | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/bedrock-image-generators/src/impl/sdxl/lambdas/handler/index.ts#L189-L193 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Blip2ImageProcessorBuilder.withMaxInstances | public withMaxInstances(maxInstances: number) {
this.providerProps.maxInstances = maxInstances;
return (this);
} | /**
* The maximum amount of instances the
* cluster can have. Keep this number to
* a reasonable value to avoid over-provisioning
* the cluster.
* @param maxInstances the maximum amount of instances.
* @default 5
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/blip2-image-processor/src/index.ts#L68-L71 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Blip2ImageProcessorBuilder.build | public build(): Blip2ImageProcessor {
return (new Blip2ImageProcessor(
this.scope,
this.identifier, {
...this.providerProps as Blip2ImageProcessorProps,
...this.props
}
));
} | /**
* @returns a new instance of the `Blip2ImageProcessor`
* service constructed with the given parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/blip2-image-processor/src/index.ts#L77-L85 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Blip2ImageProcessor.grantReadProcessedDocuments | grantReadProcessedDocuments(grantee: iam.IGrantable): iam.Grant {
// Since this middleware simply passes through the data
// from the previous middleware, we grant any subsequent
// middlewares in the pipeline read access to the
// data of all source middlewares.
for (const source of this.sources) {
source.grantReadProcessedDocuments(grantee);
}
return ({} as iam.Grant);
} | /**
* Allows a grantee to read from the processed documents
* generated by this middleware.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/blip2-image-processor/src/index.ts#L181-L190 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Blip2ImageProcessor.supportedInputTypes | supportedInputTypes(): string[] {
return ([
'image/bmp',
'image/gif',
'image/jpeg',
'image/png',
'image/tiff',
'image/webp',
'image/x-pcx'
]);
} | /**
* @returns an array of mime-types supported as input
* type by this middleware.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/blip2-image-processor/src/index.ts#L196-L206 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Blip2ImageProcessor.supportedOutputTypes | supportedOutputTypes(): string[] {
return (this.supportedInputTypes());
} | /**
* @returns an array of mime-types supported as output
* type by the data producer.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/blip2-image-processor/src/index.ts#L212-L214 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Blip2ImageProcessor.supportedComputeTypes | supportedComputeTypes(): ComputeType[] {
return ([
ComputeType.GPU
]);
} | /**
* @returns the supported compute types by a given
* middleware.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/blip2-image-processor/src/index.ts#L220-L224 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | Blip2ImageProcessor.conditional | conditional() {
return (super
.conditional()
.and(when('type').equals('document-created'))
);
} | /**
* @returns the middleware conditional statement defining
* in which conditions this middleware should be executed.
* In this case, we want the middleware to only be invoked
* when the document mime-type is supported, and the event
* type is `document-created`.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/blip2-image-processor/src/index.ts#L233-L238 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetectorBuilder.withLowerThreshold | public withLowerThreshold(lowerThreshold: number) {
this.providerProps.lowerThreshold = lowerThreshold;
return (this);
} | /**
* Sets the lower threshold of the hysteresis procedure.
* Edges with intensity gradients below this value will be discarded.
* @default 100
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L70-L73 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetectorBuilder.withUpperThreshold | public withUpperThreshold(upperThreshold: number) {
this.providerProps.upperThreshold = upperThreshold;
return (this);
} | /**
* Sets the upper threshold of the hysteresis procedure.
* Edges with intensity gradients above this value will be considered strong edges.
* @default 200
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L80-L83 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetectorBuilder.withApertureSize | public withApertureSize(apertureSize: 3 | 5 | 7) {
this.providerProps.apertureSize = apertureSize;
return (this);
} | /**
* Sets the size of the Sobel kernel used for edge detection.
* This parameter affects the level of detail in the edges detected.
* @note valid values are 3, 5, and 7.
* @default 3
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L91-L94 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetectorBuilder.withL2Gradient | public withL2Gradient(l2Gradient: boolean) {
this.providerProps.l2Gradient = l2Gradient;
return (this);
} | /**
* Specifies the equation for finding gradient magnitude.
* @default false
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L100-L103 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetectorBuilder.build | public build(): CannyEdgeDetector {
return (new CannyEdgeDetector(
this.scope,
this.identifier, {
...this.providerProps as CannyEdgeDetectorProps,
...this.props
}
));
} | /**
* @returns a new instance of the `CannyEdgeDetector`
* service constructed with the given parameters.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L109-L117 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetector.constructor | constructor(scope: Construct, id: string, private props: CannyEdgeDetectorProps) {
super(scope, id, description, {
...props,
queueVisibilityTimeout: cdk.Duration.seconds(
3 * PROCESSING_TIMEOUT.toSeconds()
)
});
// Validating the properties.
this.props = this.parse(CannyEdgeDetectorPropsSchema, props);
///////////////////////////////////////////
//////// Processing Storage ///////
///////////////////////////////////////////
this.storage = new CacheStorage(this, 'Storage', {
encryptionKey: this.props.kmsKey
});
///////////////////////////////////////////
/////// Processing Function ///////
///////////////////////////////////////////
this.eventProcessor = new lambda.DockerImageFunction(this, 'Compute', {
description: 'Creates a canny edge image.',
code: lambda.DockerImageCode.fromImageAsset(
path.resolve(__dirname, 'lambdas', 'processor')
),
vpc: this.props.vpc,
memorySize: this.props.maxMemorySize ?? DEFAULT_MEMORY_SIZE,
timeout: PROCESSING_TIMEOUT,
architecture: lambda.Architecture.X86_64,
tracing: lambda.Tracing.ACTIVE,
environmentEncryption: this.props.kmsKey,
logGroup: this.logGroup,
insightsVersion: props.cloudWatchInsights ?
LAMBDA_INSIGHTS_VERSION :
undefined,
environment: {
POWERTOOLS_SERVICE_NAME: description.name,
POWERTOOLS_METRICS_NAMESPACE: NAMESPACE,
SNS_TARGET_TOPIC: this.eventBus.topicArn,
LAKECHAIN_CACHE_STORAGE: this.props.cacheStorage.id(),
PROCESSED_FILES_BUCKET: this.storage.id(),
LOWER_THRESHOLD: `${this.props.lowerThreshold}`,
UPPER_THRESHOLD: `${this.props.upperThreshold}`,
APERTURE_SIZE: `${this.props.apertureSize}`,
L2_GRADIENT: this.props.l2Gradient ? 'True' : 'False'
}
});
// Allows this construct to act as a `IGrantable`
// for other middlewares to grant the processing
// lambda permissions to access their resources.
this.grantPrincipal = this.eventProcessor.grantPrincipal;
// Plug the SQS queue into the lambda function.
this.eventProcessor.addEventSource(new sources.SqsEventSource(this.eventQueue, {
batchSize: this.props.batchSize ?? 2,
reportBatchItemFailures: true
}));
// Function permissions.
this.eventBus.grantPublish(this.eventProcessor);
this.storage.grantWrite(this.eventProcessor);
super.bind();
} | /**
* Provider constructor.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L144-L211 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetector.grantReadProcessedDocuments | grantReadProcessedDocuments(grantee: iam.IGrantable): iam.Grant {
return (this.storage.grantRead(grantee));
} | /**
* Allows a grantee to read from the processed documents
* generated by this middleware.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L217-L219 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetector.supportedInputTypes | supportedInputTypes(): string[] {
return ([
'image/jpeg',
'image/png',
'image/bmp',
'image/webp'
]);
} | /**
* @returns an array of mime-types supported as input
* type by the data producer.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L225-L232 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetector.supportedOutputTypes | supportedOutputTypes(): string[] {
return ([
'image/png'
]);
} | /**
* @returns an array of mime-types supported as output
* type by the data producer.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L238-L242 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetector.supportedComputeTypes | supportedComputeTypes(): ComputeType[] {
return ([
ComputeType.CPU
]);
} | /**
* @returns the supported compute types by a given
* middleware.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L248-L252 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | CannyEdgeDetector.conditional | conditional() {
return (super
.conditional()
.and(when('type').equals('document-created'))
);
} | /**
* @returns the middleware conditional statement defining
* in which conditions this middleware should be executed.
* In this case, we want the middleware to only be invoked
* when the document mime-type is supported, and the event
* type is `document-created`.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/canny-edge-detector/src/index.ts#L261-L266 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | HashingImageProcessorBuilder.withAverageHashing | public withAverageHashing(averageHashing: boolean): HashingImageProcessorBuilder {
this.providerProps.averageHashing = averageHashing;
return (this);
} | /**
* Sets whether to compute the average hash of images.
* @default true
* @param averageHashing whether to compute the average hash of images.
* @returns the builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/hashing-image-processor/src/index.ts#L70-L73 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
project-lakechain | github_2023 | awslabs | typescript | HashingImageProcessorBuilder.withPerceptualHashing | public withPerceptualHashing(perceptualHashing: boolean): HashingImageProcessorBuilder {
this.providerProps.perceptualHashing = perceptualHashing;
return (this);
} | /**
* Sets whether to compute the perceptual hash of images.
* @default true
* @param perceptualHashing whether to compute the perceptual hash of images.
* @returns the builder instance.
*/ | https://github.com/awslabs/project-lakechain/blob/4285173e80584eedfc1a8424d3d1b6c1a7038088/packages/middlewares/image-processors/hashing-image-processor/src/index.ts#L81-L84 | 4285173e80584eedfc1a8424d3d1b6c1a7038088 |
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