From 370c5fedff1c07633a763c40a37e6ba9b7d46527 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 21 Sep 2021 01:29:22 +0300 Subject: [PATCH 01/41] feat: basic serializer implemented for TreeContainer --- dash/dash-renderer/src/TreeContainer.js | 9 +++++++++ dash/dash-renderer/src/serializers/utils.js | 16 ++++++++++++++++ 2 files changed, 25 insertions(+) create mode 100644 dash/dash-renderer/src/serializers/utils.js diff --git a/dash/dash-renderer/src/TreeContainer.js b/dash/dash-renderer/src/TreeContainer.js index 3c2c465ba1..b3538f3183 100644 --- a/dash/dash-renderer/src/TreeContainer.js +++ b/dash/dash-renderer/src/TreeContainer.js @@ -29,6 +29,10 @@ import { validateComponent } from './utils/TreeContainer'; import {DashContext} from './APIController.react'; +import { + isSerializableComponent, + fetchSerializableValue +} from './serializers/utils'; const NOT_LOADING = { is_loading: false @@ -191,6 +195,11 @@ class BaseTreeContainer extends Component { if (isSimpleComponent(_dashprivate_layout)) { return _dashprivate_layout; } + + if (isSerializableComponent(_dashprivate_layout)) { + return fetchSerializableValue(_dashprivate_layout); + } + validateComponent(_dashprivate_layout); const element = Registry.resolve(_dashprivate_layout); diff --git a/dash/dash-renderer/src/serializers/utils.js b/dash/dash-renderer/src/serializers/utils.js new file mode 100644 index 0000000000..a694cf61eb --- /dev/null +++ b/dash/dash-renderer/src/serializers/utils.js @@ -0,0 +1,16 @@ +import {type, has, prop} from 'ramda'; + +const PROP_TYPE = '__type'; +const PROP_VALUE = '__value'; + +export function isSerializableComponent(componentDefinition) { + return ( + type(componentDefinition) === 'Object' && + has(PROP_TYPE, componentDefinition) && + has(PROP_VALUE, componentDefinition) + ); +} + +export function fetchSerializableValue(componentDefinition) { + return prop(PROP_VALUE, componentDefinition); +} From 37ca266f6aad303b4a7fd872e0e47f2ae75d8b0e Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 21 Sep 2021 19:41:06 +0300 Subject: [PATCH 02/41] fix: added check for serializable component create component --- dash/dash-renderer/src/TreeContainer.js | 19 ++++++++++++++----- dash/dash-renderer/src/serializers/utils.js | 2 +- 2 files changed, 15 insertions(+), 6 deletions(-) diff --git a/dash/dash-renderer/src/TreeContainer.js b/dash/dash-renderer/src/TreeContainer.js index b3538f3183..d8d7291e88 100644 --- a/dash/dash-renderer/src/TreeContainer.js +++ b/dash/dash-renderer/src/TreeContainer.js @@ -31,7 +31,7 @@ import { import {DashContext} from './APIController.react'; import { isSerializableComponent, - fetchSerializableValue + stripSerializedValue } from './serializers/utils'; const NOT_LOADING = { @@ -91,9 +91,13 @@ class BaseTreeContainer extends Component { } createContainer(props, component, path) { - return isSimpleComponent(component) ? ( - component - ) : ( + console.log('! on createContainer, component: ', component); + if (isSimpleComponent(component)) { + return component; + } else if (isSerializableComponent(component)) { + return stripSerializedValue(component); + } + return ( Date: Wed, 22 Sep 2021 14:27:21 -0400 Subject: [PATCH 03/41] feat: deserialize values in renderer side --- dash/dash-renderer/src/TreeContainer.js | 26 +++++++------- dash/dash-renderer/src/serializers/utils.js | 39 +++++++++++++++------ 2 files changed, 41 insertions(+), 24 deletions(-) diff --git a/dash/dash-renderer/src/TreeContainer.js b/dash/dash-renderer/src/TreeContainer.js index d8d7291e88..9912c1730d 100644 --- a/dash/dash-renderer/src/TreeContainer.js +++ b/dash/dash-renderer/src/TreeContainer.js @@ -29,10 +29,7 @@ import { validateComponent } from './utils/TreeContainer'; import {DashContext} from './APIController.react'; -import { - isSerializableComponent, - stripSerializedValue -} from './serializers/utils'; +import {deserializeProps} from './serializers/utils'; const NOT_LOADING = { is_loading: false @@ -94,8 +91,6 @@ class BaseTreeContainer extends Component { console.log('! on createContainer, component: ', component); if (isSimpleComponent(component)) { return component; - } else if (isSerializableComponent(component)) { - return stripSerializedValue(component); } return ( { + const dashSerializedKeys = []; + const newProps = {}; + const newExtraProps = Object.assign({}, extraProps); -export function stripSerializedValue(componentDefinition) { - return prop(PROP_VALUE, componentDefinition); -} + for (const [key, value] of Object.entries(props)) { + if (isDashSerializedValue(value)) { + /* + book-keep `key` some where (`extraProps`) + so that we can grab it again when sending values to server again + */ + dashSerializedKeys.push(key); + newProps[key] = stripDashSerializedValue(value); + } else { + // just pass as it is + newProps[key] = value; + } + } + + newExtraProps[DASH_KEYS] = dashSerializedKeys; + return {props: newProps, extraProps: newExtraProps}; +}; + +const isDashSerializedValue = object => + type(object) === 'Object' && + has(PROP_TYPE, object) && + has(PROP_VALUE, object); + +const stripDashSerializedValue = value => prop(PROP_VALUE, value); From a376f13662bdc4bcb56f5ba9aafa65ba8047dbb2 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Wed, 22 Sep 2021 15:07:28 -0400 Subject: [PATCH 04/41] wip: quick pseudo codes --- dash/dash-renderer/src/actions/callbacks.ts | 16 +++++++++- dash/dash-renderer/src/serializers/utils.js | 35 +++++++++++++++------ 2 files changed, 41 insertions(+), 10 deletions(-) diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index 2769d4c5eb..5e3170b84b 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -31,6 +31,7 @@ import {urlBase} from './utils'; import {getCSRFHeader} from '.'; import {createAction, Action} from 'redux-actions'; import {addHttpHeaders} from '../actions'; +import { dashSerializeValue, getOriginalSerializationType } from '../serializers/utils'; export const addBlockedCallbacks = createAction( CallbackActionType.AddBlocked @@ -148,7 +149,8 @@ function fillVals( inputList.map(({id, property, path: path_}: any) => ({ id, property, - value: (path(path_, layout) as any).props[property] + value: (path(path_, layout) as any).props[property], + extraProps: (path(path_, layout) as any).extraProps })), specs[i], cb.anyVals, @@ -160,6 +162,18 @@ function fillVals( if (inputError) { errors.push(inputError); } + + inputs.map((input:any) => { + // grab the original `__type` + const customType = getOriginalSerializationType(input.extraProps, input.property); + if (customType) { + return dashSerializeValue(customType, input); + } + + // if no need to serialize back, just pass as it is + return input; + }) + return inputs; }); diff --git a/dash/dash-renderer/src/serializers/utils.js b/dash/dash-renderer/src/serializers/utils.js index d73ae7ebfb..4b54cb40cb 100644 --- a/dash/dash-renderer/src/serializers/utils.js +++ b/dash/dash-renderer/src/serializers/utils.js @@ -2,20 +2,18 @@ import {type, has, prop} from 'ramda'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; -const DASH_KEYS = '__dash_serialized_keys'; +const DASH_BOOK_KEEPER = '__dash_serialized_props'; export const deserializeProps = (props, extraProps) => { - const dashSerializedKeys = []; + const dashSerializedProps = []; const newProps = {}; const newExtraProps = Object.assign({}, extraProps); for (const [key, value] of Object.entries(props)) { if (isDashSerializedValue(value)) { - /* - book-keep `key` some where (`extraProps`) - so that we can grab it again when sending values to server again - */ - dashSerializedKeys.push(key); + const bookkeeper = {}; // this will look like {data: 'DataFrame'} meaning {$propName: $serializationType} + bookkeeper[key] = stripDashSerializedType(value); + dashSerializedProps.push(bookkeeper); newProps[key] = stripDashSerializedValue(value); } else { // just pass as it is @@ -23,7 +21,7 @@ export const deserializeProps = (props, extraProps) => { } } - newExtraProps[DASH_KEYS] = dashSerializedKeys; + newExtraProps[DASH_BOOK_KEEPER] = dashSerializedProps; return {props: newProps, extraProps: newExtraProps}; }; @@ -32,4 +30,23 @@ const isDashSerializedValue = object => has(PROP_TYPE, object) && has(PROP_VALUE, object); -const stripDashSerializedValue = value => prop(PROP_VALUE, value); +const stripDashSerializedValue = obj => prop(PROP_VALUE, obj); +const stripDashSerializedType = obj => prop(PROP_TYPE, obj); + +export const dashSerializeValue = (type, value) => { + const serializedValue = {}; + serializedValue[PROP_TYPE] = type; + serializedValue[PROP_VALUE] = value; + return serializedValue; +} + +export const getOriginalSerializationType = (extraProps, propName) => { + if (extraProps?.[DASH_BOOK_KEEPER] && type(extraProps[DASH_BOOK_KEEPER]) === 'Array') { + const dashSerializedProps = extraProps[DASH_BOOK_KEEPER]; + // find the bookkeeping record for the prop, { data: 'DataFrame' } + const theProp = dashSerializedProps.find(bookkeeper => has(propName, bookkeeper)); + return theProp ? theProp[propName] : undefined; + } + + return undefined; +} \ No newline at end of file From 9580fcbcec1b62e80ba57b7a44daef00befb0091 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Wed, 22 Sep 2021 15:32:23 -0400 Subject: [PATCH 05/41] chore: working on descriptive comments --- dash/dash-renderer/src/TreeContainer.js | 6 ++- dash/dash-renderer/src/actions/callbacks.ts | 10 +++++ dash/dash-renderer/src/serializers/utils.js | 46 ++++++++++++++++++++- 3 files changed, 59 insertions(+), 3 deletions(-) diff --git a/dash/dash-renderer/src/TreeContainer.js b/dash/dash-renderer/src/TreeContainer.js index 9912c1730d..b453eb4531 100644 --- a/dash/dash-renderer/src/TreeContainer.js +++ b/dash/dash-renderer/src/TreeContainer.js @@ -217,8 +217,10 @@ class BaseTreeContainer extends Component { setProps }; - // any book-keeping info can be added to `extraProps` - // then pass the returned `props` to component, so component isn't really aware what's being done!!! + /* + This should be the best place to hook the given `props` values for each component, + then strip any serialized values and create bookkeepers for `__type`s + */ const {extraProps, props} = deserializeProps( original_props, _initial_extraProps diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index 5e3170b84b..0c0fb04b8e 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -163,6 +163,16 @@ function fillVals( errors.push(inputError); } + /* + ** UNTESTED CODE YET ** + So, after collecting `inputs` values from the given dependencies, + we want to see if there were any Dash serialized props!! + + What I'm not sure until I debug: + - I added a line at Ln153 assuming I could get extraProps for the input component like that. Need to verify! + - I assume this `inputs` will be array of the object generated from Ln150-153. Need to verify! + - I assume `property` would be the name of the prop, but need to verify too! + */ inputs.map((input:any) => { // grab the original `__type` const customType = getOriginalSerializationType(input.extraProps, input.property); diff --git a/dash/dash-renderer/src/serializers/utils.js b/dash/dash-renderer/src/serializers/utils.js index 4b54cb40cb..9b34805e78 100644 --- a/dash/dash-renderer/src/serializers/utils.js +++ b/dash/dash-renderer/src/serializers/utils.js @@ -4,6 +4,42 @@ const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; const DASH_BOOK_KEEPER = '__dash_serialized_props'; +/* + What does this do? + + - Iterates over given `props` and see if any `props` value is serialized by Dash + - For all `props` that is serialized by Dash, we create a bookkeeper record + For the given `props` - {`propKey` = `propValue`} where `propValue` will be {__type: DataFrame, __value: any} + - Bookkeeper record will look like {$propKey: $__type}, {data: 'DataFrame'} in our example + - We'll create an array of all bookkeepers from this component - // I assume we will likely have more than one props to be serialized in a component. + - Then save it to `extraProps`, which will look like + extraProps: { + ... other_extra_props, + __dash_serialized_props: [ + 'data': 'DataFrame', + ... + ] + } + + - Finally component will receive modified `props` (values stripped out) & `extraProps` which now contains bookkeepers + input: + props: { + ... any normal primitive props, + data: { __type: 'DataFrame', __value: whatever_we_dont_care_for_now } + }, + extraProps: {} + + output: + props: { + ... any normal primitive props, + data: whatever_we_dont_care_for_now, // this props now receive stripped out value + }, + extraProps: { + __dash_serialized_props: [ + 'data': 'DataFrame' // the `data` props were serialized by Dash and it's value type was 'DataFrame' + ] + } +*/ export const deserializeProps = (props, extraProps) => { const dashSerializedProps = []; const newProps = {}; @@ -33,6 +69,9 @@ const isDashSerializedValue = object => const stripDashSerializedValue = obj => prop(PROP_VALUE, obj); const stripDashSerializedType = obj => prop(PROP_TYPE, obj); +/* + Whenever we process callbacks, we want to send serializedValue back to server, and this func will do that +*/ export const dashSerializeValue = (type, value) => { const serializedValue = {}; serializedValue[PROP_TYPE] = type; @@ -40,6 +79,11 @@ export const dashSerializeValue = (type, value) => { return serializedValue; } +/* + To get `dashSerializeValue` func above working correctly, we need to know what was the `__type` for the given props before stripping out + + This func expects to receive `extraProps` where we stored bookkeeper, with propName to search for __type +*/ export const getOriginalSerializationType = (extraProps, propName) => { if (extraProps?.[DASH_BOOK_KEEPER] && type(extraProps[DASH_BOOK_KEEPER]) === 'Array') { const dashSerializedProps = extraProps[DASH_BOOK_KEEPER]; @@ -49,4 +93,4 @@ export const getOriginalSerializationType = (extraProps, propName) => { } return undefined; -} \ No newline at end of file +} From e0ac4c620c6d84622cd6eb94ca2c5399300d6e24 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Wed, 22 Sep 2021 23:37:48 +0300 Subject: [PATCH 06/41] feat: implemented setting props in treeContainer --- dash/dash-renderer/src/TreeContainer.js | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/dash/dash-renderer/src/TreeContainer.js b/dash/dash-renderer/src/TreeContainer.js index d8d7291e88..1f5ef1f33e 100644 --- a/dash/dash-renderer/src/TreeContainer.js +++ b/dash/dash-renderer/src/TreeContainer.js @@ -91,11 +91,10 @@ class BaseTreeContainer extends Component { } createContainer(props, component, path) { - console.log('! on createContainer, component: ', component); if (isSimpleComponent(component)) { return component; } else if (isSerializableComponent(component)) { - return stripSerializedValue(component); + return this.proceedSerializableComponent(component); } return ( Date: Fri, 24 Sep 2021 05:06:19 +0300 Subject: [PATCH 07/41] feat implemented serializedKeys for component --- dash/dash-renderer/src/TreeContainer.js | 90 ++++++++++++++++++--- dash/dash-renderer/src/actions/callbacks.ts | 36 ++++++++- dash/dash-renderer/src/serializers/utils.js | 28 ++----- 3 files changed, 119 insertions(+), 35 deletions(-) diff --git a/dash/dash-renderer/src/TreeContainer.js b/dash/dash-renderer/src/TreeContainer.js index 1d69cab3ab..42991a85c1 100644 --- a/dash/dash-renderer/src/TreeContainer.js +++ b/dash/dash-renderer/src/TreeContainer.js @@ -36,7 +36,14 @@ const NOT_LOADING = { }; function CheckedComponent(p) { - const {element, extraProps, props, children, type} = p; + const {element, extraProps, props, children, type, _dashprivate_layout} = p; + // so this piece of code is called whenever an element needs to be updated, + console.log( + '!!! CheckedComponent:' + '\n props: ', + props, + '\n extraProps: ', + extraProps + ); const errorMessage = checkPropTypes( element.propTypes, @@ -48,7 +55,13 @@ function CheckedComponent(p) { propTypeErrorHandler(errorMessage, props, type); } - return createElement(element, props, extraProps, children); + return createElement( + element, + props, + extraProps, + children, + _dashprivate_layout + ); } CheckedComponent.propTypes = { @@ -60,8 +73,35 @@ CheckedComponent.propTypes = { id: PropTypes.string }; -function createElement(element, props, extraProps, children) { - const allProps = mergeRight(props, extraProps); +function createElement( + element, + props, + extraProps, + children, + _dashprivate_layout +) { + let allProps = mergeRight(props, extraProps); + console.log( + '*** createElement before', + '\n allProps: ', + allProps, + '\n _dashprivate_layout: ', + _dashprivate_layout + ); + // const test_ser = {test_ser: 'test_ser_0'}; + // allProps = mergeRight(allProps, test_ser); + + // const {s_props, serializedKeys} = deserializeProps(allProps); + // _dashprivate_layout.serializedKeys = serializedKeys; + // + // const element = Registry.resolve(_dashprivate_layout); + // + // + // console.log('*** createElement after merge', + // '\n allProps: ', allProps, + // '\n _dashprivate_layout: ', _dashprivate_layout + // ) + if (Array.isArray(children)) { return React.createElement(element, allProps, ...children); } @@ -124,10 +164,26 @@ class BaseTreeContainer extends Component { const oldProps = this.getLayoutProps(); const {id} = oldProps; + const changedProps = pickBy( (val, key) => !equals(val, oldProps[key]), newProps ); + + console.log( + '!!! onSetPropsCalled', + '\n ID: ', + id, + '\n _dashprivate_layout: ', + _dashprivate_layout, + '\n oldProps: ', + oldProps, + '\n newProps: ', + newProps, + '\n changedProps: ', + changedProps + ); + if (!isEmpty(changedProps)) { // Identify the modified props that are required for callbacks const watchedKeys = getWatchedKeys( @@ -206,7 +262,7 @@ class BaseTreeContainer extends Component { // just the id we pass on to the rendered component original_props.id = stringifyId(original_props.id); } - const _initial_extraProps = { + const extraProps = { loading_state: loading_state || NOT_LOADING, setProps }; @@ -215,13 +271,20 @@ class BaseTreeContainer extends Component { This should be the best place to hook the given `props` values for each component, then strip any serialized values and create bookkeepers for `__type`s */ - const {props, extraProps} = deserializeProps( + const {props, serializedKeys} = deserializeProps(original_props); + _dashprivate_layout.serializedKeys = serializedKeys; + + // const props = original_props + + console.log( + '!!! getComponent:' + '\n original_props: ', original_props, - _initial_extraProps + '\n props: ', + props, + '\n extraProps: ', + extraProps ); - // console.log('!!! getComponent: got props: ', props, '\n extraProps: ', extraProps) - return ( ) : ( - createElement(element, props, extraProps, children) + createElement( + element, + props, + extraProps, + children, + _dashprivate_layout + ) )} ); diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index a945436710..45d5dd5d59 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -33,6 +33,7 @@ import {urlBase} from './utils'; import {getCSRFHeader} from '.'; import {createAction, Action} from 'redux-actions'; import {addHttpHeaders} from '../actions'; +import {dashSerializeValue} from '../serializers/utils'; export const addBlockedCallbacks = createAction( CallbackActionType.AddBlocked @@ -174,7 +175,7 @@ function fillVals( id, property, value: (path(path_, layout) as any).props[property], - extraProps: (path(path_, layout) as any).extraProps + serializedKeys: (path(path_, layout) as any).serializedKeys })), specs[i], cb.anyVals, @@ -204,10 +205,37 @@ function fillVals( type(inputs) ); - if (type(inputs.value) === 'Object' && has('value', inputs.value)) { - return inputs.value.value; - } + if ( + has('serializedKeys', inputs) && + inputs.serializedKeys !== undefined + ) { + const {serializedKeys, property, value} = inputs; + console.log( + '**** fillVals, ' + '\n serializedKeys:', + serializedKeys, + '\n property:', + property, + '\n value:', + value, + '\n type(serializedKeys): ', + type(serializedKeys) + ); + + serializedKeys.map(bookkep => { + if (has(property, bookkep)) { + inputs.value = dashSerializeValue(bookkep[property], value); + } + }); + } + // I think we should not check this, unless it's serialized object that we're targeting + // if (type(inputs.value) === 'Object' && has('value', inputs.value)) { + // return inputs.value.value; + // } + + // I'd like to log "inputs"' + // I blieve we need to serialize the changed value before sending to server + // what do you think? /* inputs.map((input:any) => { // grab the original `__type` diff --git a/dash/dash-renderer/src/serializers/utils.js b/dash/dash-renderer/src/serializers/utils.js index 5db46b8182..28a5d5a9a2 100644 --- a/dash/dash-renderer/src/serializers/utils.js +++ b/dash/dash-renderer/src/serializers/utils.js @@ -2,7 +2,7 @@ import {type, has, prop} from 'ramda'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; -const DASH_BOOK_KEEPER = '__dash_serialized_props'; +export const DASH_BOOK_KEEPER = '__dash_serialized_props'; /* What does this do? @@ -75,10 +75,9 @@ const DASH_BOOK_KEEPER = '__dash_serialized_props'; } */ -export const deserializeProps = (props, extraProps) => { +export const deserializeProps = props => { const dashSerializedProps = []; const newProps = {}; - const newExtraProps = Object.assign({}, extraProps); for (const [key, value] of Object.entries(props)) { if (isDashSerializedValue(value)) { @@ -92,23 +91,10 @@ export const deserializeProps = (props, extraProps) => { } } - newExtraProps[DASH_BOOK_KEEPER] = dashSerializedProps; - console.log( - '!!! deserializeProps, dashSerializedProps: ', - dashSerializedProps, - '\n props: ', - props, - '\n extraProps: ', - extraProps, - '\n newProps: ', - newProps, - '\n dashSerializedProps: ', - dashSerializedProps, - '\n newExtraProps: ', - newExtraProps - ); - - return {props: newProps, extraProps: newExtraProps}; + return { + props: newProps, + serializedKeys: dashSerializedProps + }; }; export const isDashSerializedValue = object => @@ -126,7 +112,7 @@ export const dashSerializeValue = (type, value) => { const serializedValue = {}; serializedValue[PROP_TYPE] = type; serializedValue[PROP_VALUE] = value; - return serializedValue; + return JSON.stringify(serializedValue); }; /* From c72691b9cf69c4b3a89878095855066a7c5d81c0 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Mon, 27 Sep 2021 23:22:54 -0400 Subject: [PATCH 08/41] feat: serialization basically done up to milestone 4 --- dash/_dash_serializer.py | 42 ++++++ dash/_utils.py | 4 +- dash/dash-renderer/src/TreeContainer.js | 68 +--------- dash/dash-renderer/src/actions/callbacks.ts | 95 +------------ dash/dash-renderer/src/reducers/layout.js | 15 +- dash/dash-renderer/src/serializers/utils.js | 143 ++++---------------- dash/dash.py | 6 +- 7 files changed, 92 insertions(+), 281 deletions(-) create mode 100644 dash/_dash_serializer.py diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py new file mode 100644 index 0000000000..50e785966e --- /dev/null +++ b/dash/_dash_serializer.py @@ -0,0 +1,42 @@ +import json +import pandas as pd + + +class DashSerializer: + @classmethod + def serialize(cls, prop): + if isinstance(prop, pd.DataFrame): + return {"__type": "DataFrame", "__value": prop.to_dict("records")} + + return prop + + @classmethod + def deserialize(cls, prop): + obj = json.loads(prop) + __type = obj["__type"] if hasattr(obj, "__type") else None + if __type == "DataFrame": + return pd.DataFrame(obj["__value"]) + + return prop + + @classmethod + def serialize_tree(cls, obj): + if isinstance(obj, pd.DataFrame): + return cls.serialize(obj) + + # Plotly + try: + obj = obj.to_plotly_json() + except AttributeError: + pass + + if isinstance(obj, (list, tuple)): + if obj: + # Must process list recursively even though it may be slow + return [cls.serialize_tree(v) for v in obj] + + # Recurse into lists and dictionaries + if isinstance(obj, dict): + return {k: cls.serialize_tree(v) for k, v in obj.items()} + + return obj diff --git a/dash/_utils.py b/dash/_utils.py index 1c147065c4..7a4582ee2e 100644 --- a/dash/_utils.py +++ b/dash/_utils.py @@ -10,6 +10,7 @@ import json from functools import wraps from . import exceptions +from ._dash_serializer import DashSerializer logger = logging.getLogger() @@ -17,8 +18,7 @@ def to_json(value): # pylint: disable=import-outside-toplevel from plotly.io.json import to_json_plotly - - return to_json_plotly(value) + return to_json_plotly(DashSerializer.serialize_tree(value)) def interpolate_str(template, **data): diff --git a/dash/dash-renderer/src/TreeContainer.js b/dash/dash-renderer/src/TreeContainer.js index 42991a85c1..88aec9fd38 100644 --- a/dash/dash-renderer/src/TreeContainer.js +++ b/dash/dash-renderer/src/TreeContainer.js @@ -29,7 +29,6 @@ import { validateComponent } from './utils/TreeContainer'; import {DashContext} from './APIController.react'; -import {deserializeProps} from './serializers/utils'; const NOT_LOADING = { is_loading: false @@ -37,14 +36,6 @@ const NOT_LOADING = { function CheckedComponent(p) { const {element, extraProps, props, children, type, _dashprivate_layout} = p; - // so this piece of code is called whenever an element needs to be updated, - console.log( - '!!! CheckedComponent:' + '\n props: ', - props, - '\n extraProps: ', - extraProps - ); - const errorMessage = checkPropTypes( element.propTypes, props, @@ -81,27 +72,6 @@ function createElement( _dashprivate_layout ) { let allProps = mergeRight(props, extraProps); - console.log( - '*** createElement before', - '\n allProps: ', - allProps, - '\n _dashprivate_layout: ', - _dashprivate_layout - ); - // const test_ser = {test_ser: 'test_ser_0'}; - // allProps = mergeRight(allProps, test_ser); - - // const {s_props, serializedKeys} = deserializeProps(allProps); - // _dashprivate_layout.serializedKeys = serializedKeys; - // - // const element = Registry.resolve(_dashprivate_layout); - // - // - // console.log('*** createElement after merge', - // '\n allProps: ', allProps, - // '\n _dashprivate_layout: ', _dashprivate_layout - // ) - if (Array.isArray(children)) { return React.createElement(element, allProps, ...children); } @@ -170,20 +140,6 @@ class BaseTreeContainer extends Component { newProps ); - console.log( - '!!! onSetPropsCalled', - '\n ID: ', - id, - '\n _dashprivate_layout: ', - _dashprivate_layout, - '\n oldProps: ', - oldProps, - '\n newProps: ', - newProps, - '\n changedProps: ', - changedProps - ); - if (!isEmpty(changedProps)) { // Identify the modified props that are required for callbacks const watchedKeys = getWatchedKeys( @@ -254,37 +210,19 @@ class BaseTreeContainer extends Component { const element = Registry.resolve(_dashprivate_layout); - const original_props = dissoc('children', _dashprivate_layout.props); + const props = dissoc('children', _dashprivate_layout.props); - if (type(original_props.id) === 'Object') { + if (type(props.id) === 'Object') { // Turn object ids (for wildcards) into unique strings. // Because of the `dissoc` above we're not mutating the layout, // just the id we pass on to the rendered component - original_props.id = stringifyId(original_props.id); + props.id = stringifyId(props.id); } const extraProps = { loading_state: loading_state || NOT_LOADING, setProps }; - /* - This should be the best place to hook the given `props` values for each component, - then strip any serialized values and create bookkeepers for `__type`s - */ - const {props, serializedKeys} = deserializeProps(original_props); - _dashprivate_layout.serializedKeys = serializedKeys; - - // const props = original_props - - console.log( - '!!! getComponent:' + '\n original_props: ', - original_props, - '\n props: ', - props, - '\n extraProps: ', - extraProps - ); - return ( ( CallbackActionType.AddBlocked @@ -145,37 +143,14 @@ function fillVals( const errors: any[] = []; let emptyMultiValues = 0; - const preInputVals = getter(paths); - console.log( - '!!! fillVals 0, paths:', - paths, - '\n layout: ', - layout, - '\n specs: ', - specs, - '\n depType: ', - depType, - '\n getter(paths): ', - getter(paths), - '\n type(inputList): ', - type(preInputVals) - ); - const inputVals = getter(paths).map((inputList: any, i: number) => { - console.log( - '!!! fillVals 1, inputList:', - inputList, - '\n type(inputList): ', - type(inputList) - ); - const [inputs, inputError] = unwrapIfNotMulti( paths, inputList.map(({id, property, path: path_}: any) => ({ id, property, value: (path(path_, layout) as any).props[property], - serializedKeys: (path(path_, layout) as any).serializedKeys + bookkeeper: (path(path_, layout) as any)[DASH_BOOK_KEEPER] })), specs[i], cb.anyVals, @@ -188,67 +163,8 @@ function fillVals( errors.push(inputError); } - /* - ** UNTESTED CODE YET ** - So, after collecting `inputs` values from the given dependencies, - we want to see if there were any Dash serialized props!! - - What I'm not sure until I debug: - - I added a line at Ln153 assuming I could get extraProps for the input component like that. Need to verify! - - I assume this `inputs` will be array of the object generated from Ln150-153. Need to verify! - - I assume `property` would be the name of the prop, but need to verify too! - */ - console.log( - '!!! fillVals, inputs:', - inputs, - '\n type(inputs): ', - type(inputs) - ); - - if ( - has('serializedKeys', inputs) && - inputs.serializedKeys !== undefined - ) { - const {serializedKeys, property, value} = inputs; - - console.log( - '**** fillVals, ' + '\n serializedKeys:', - serializedKeys, - '\n property:', - property, - '\n value:', - value, - '\n type(serializedKeys): ', - type(serializedKeys) - ); - - serializedKeys.map(bookkep => { - if (has(property, bookkep)) { - inputs.value = dashSerializeValue(bookkep[property], value); - } - }); - } - // I think we should not check this, unless it's serialized object that we're targeting - // if (type(inputs.value) === 'Object' && has('value', inputs.value)) { - // return inputs.value.value; - // } - - // I'd like to log "inputs"' - // I blieve we need to serialize the changed value before sending to server - // what do you think? - /* - inputs.map((input:any) => { - // grab the original `__type` - const customType = getOriginalSerializationType(input.extraProps, input.property); - if (customType) { - return dashSerializeValue(customType, input); - } - - // if no need to serialize back, just pass as it is - return input; - }) -*/ - + const {bookkeeper, property, value} = inputs; + inputs.value = dashSerializeValue(bookkeeper?.[property], value); return inputs; }); @@ -467,7 +383,6 @@ function handleServerside( const id = output.substr(0, output.lastIndexOf('.')); result = {[id]: response.props}; } - recordProfile(result); return result; }); diff --git a/dash/dash-renderer/src/reducers/layout.js b/dash/dash-renderer/src/reducers/layout.js index 6c082f313c..5b200cc33a 100644 --- a/dash/dash-renderer/src/reducers/layout.js +++ b/dash/dash-renderer/src/reducers/layout.js @@ -1,10 +1,11 @@ import {append, assocPath, includes, lensPath, mergeRight, view} from 'ramda'; import {getAction} from '../actions/constants'; +import {createBookkeeper, DASH_BOOK_KEEPER} from '../serializers/utils'; const layout = (state = {}, action) => { if (action.type === getAction('SET_LAYOUT')) { - return action.payload; + return createBookkeeper(action.payload); } else if ( includes(action.type, [ 'UNDO_PROP_CHANGE', @@ -15,7 +16,17 @@ const layout = (state = {}, action) => { const propPath = append('props', action.payload.itempath); const existingProps = view(lensPath(propPath), state); const mergedProps = mergeRight(existingProps, action.payload.props); - return assocPath(propPath, mergedProps, state); + let newState = state; + + if (action.payload.source === 'response') { + newState = assocPath( + append(DASH_BOOK_KEEPER, action.payload.itempath), + createBookkeeper({props: mergedProps})?.[DASH_BOOK_KEEPER], + newState + ); + } + + return assocPath(propPath, mergedProps, newState); } return state; diff --git a/dash/dash-renderer/src/serializers/utils.js b/dash/dash-renderer/src/serializers/utils.js index 28a5d5a9a2..1861de4e2c 100644 --- a/dash/dash-renderer/src/serializers/utils.js +++ b/dash/dash-renderer/src/serializers/utils.js @@ -1,137 +1,40 @@ -import {type, has, prop} from 'ramda'; +import {type, prop} from 'ramda'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; export const DASH_BOOK_KEEPER = '__dash_serialized_props'; -/* - What does this do? - - - Iterates over given `props` and see if any `props` value is serialized by Dash - - For all `props` that is serialized by Dash, we create a bookkeeper record - For the given `props` - {`propKey` = `propValue`} where `propValue` will be {__type: DataFrame, __value: any} - - Bookkeeper record will look like {$propKey: $__type}, {data: 'DataFrame'} in our example - - We'll create an array of all bookkeepers from this component - // I assume we will likely have more than one props to be serialized in a component. - - Then save it to `extraProps`, which will look like - extraProps: { - ... other_extra_props, - __dash_serialized_props: [ - 'data': 'DataFrame', - ... - ] - } - - - Finally component will receive modified `props` (values stripped out) & `extraProps` which now contains bookkeepers - input: - props: { - ... any normal primitive props, - data: { __type: 'DataFrame', __value: whatever_we_dont_care_for_now } - }, - extraProps: {} - - output: - props: { - ... any normal primitive props, - data: whatever_we_dont_care_for_now, // this props now receive stripped out value - }, - extraProps: { - __dash_serialized_props: [ - 'data': 'DataFrame' // the `data` props were serialized by Dash and it's value type was 'DataFrame' - ] - } - What does this do? - - - Iterates over given `props` and see if any `props` value is serialized by Dash - - For all `props` that is serialized by Dash, we create a bookkeeper record - For the given `props` - {`propKey` = `propValue`} where `propValue` will be {__type: DataFrame, __value: any} - - Bookkeeper record will look like {$propKey: $__type}, {data: 'DataFrame'} in our example - - We'll create an array of all bookkeepers from this component - // I assume we will likely have more than one props to be serialized in a component. - - Then save it to `extraProps`, which will look like - extraProps: { - ... other_extra_props, - __dash_serialized_props: [ - 'data': 'DataFrame', - ... - ] - } - - - Finally component will receive modified `props` (values stripped out) & `extraProps` which now contains bookkeepers - input: - props: { - ... any normal primitive props, - data: { __type: 'DataFrame', __value: whatever_we_dont_care_for_now } - }, - extraProps: {} - - output: - props: { - ... any normal primitive props, - data: whatever_we_dont_care_for_now, // this props now receive stripped out value - }, - extraProps: { - __dash_serialized_props: [ - 'data': 'DataFrame' // the `data` props were serialized by Dash and it's value type was 'DataFrame' - ] - } +export const createBookkeeper = layout => { + const markedLayout = {...layout, __dash_serialized_props: {}}; + const { + props, + props: {children} + } = layout; + if (type(children) === 'Array') { + markedLayout.props.children = children.map(child => + createBookkeeper(child) + ); + } -*/ -export const deserializeProps = props => { - const dashSerializedProps = []; - const newProps = {}; + if (type(children) === 'Object') { + createBookkeeper(children); + } - for (const [key, value] of Object.entries(props)) { - if (isDashSerializedValue(value)) { - const bookkeeper = {}; // this will look like {data: 'DataFrame'} meaning {$propName: $serializationType} - bookkeeper[key] = stripDashSerializedType(value); - dashSerializedProps.push(bookkeeper); - newProps[key] = stripDashSerializedValue(value); + Object.entries(props).forEach(([key, value]) => { + if (prop(PROP_TYPE, value)) { + markedLayout[DASH_BOOK_KEEPER][key] = prop(PROP_TYPE, value); + markedLayout.props[key] = prop(PROP_VALUE, value); } else { - // just pass as it is - newProps[key] = value; + markedLayout.props[key] = value; } - } - - return { - props: newProps, - serializedKeys: dashSerializedProps - }; + }); + return markedLayout; }; -export const isDashSerializedValue = object => - type(object) === 'Object' && - has(PROP_TYPE, object) && - has(PROP_VALUE, object); - -const stripDashSerializedValue = obj => prop(PROP_VALUE, obj); -const stripDashSerializedType = obj => prop(PROP_TYPE, obj); - -/* - Whenever we process callbacks, we want to send serializedValue back to server, and this func will do that -*/ export const dashSerializeValue = (type, value) => { + if (!type) return value; const serializedValue = {}; serializedValue[PROP_TYPE] = type; serializedValue[PROP_VALUE] = value; return JSON.stringify(serializedValue); }; - -/* - To get `dashSerializeValue` func above working correctly, we need to know what was the `__type` for the given props before stripping out - - This func expects to receive `extraProps` where we stored bookkeeper, with propName to search for __type -*/ -export const getOriginalSerializationType = (extraProps, propName) => { - if ( - extraProps?.[DASH_BOOK_KEEPER] && - type(extraProps[DASH_BOOK_KEEPER]) === 'Array' - ) { - const dashSerializedProps = extraProps[DASH_BOOK_KEEPER]; - // find the bookkeeping record for the prop, { data: 'DataFrame' } - const theProp = dashSerializedProps.find(bookkeeper => - has(propName, bookkeeper) - ); - return theProp ? theProp[propName] : undefined; - } - - return undefined; -}; diff --git a/dash/dash.py b/dash/dash.py index b567e5b9d9..7d7846262c 100644 --- a/dash/dash.py +++ b/dash/dash.py @@ -61,7 +61,7 @@ map_grouping, grouping_len, ) - +from ._dash_serializer import DashSerializer _flask_compress_version = parse_version(get_distribution("flask-compress").version) @@ -1333,7 +1333,9 @@ def dispatch(self): except KeyError as missing_callback_function: msg = "Callback function not found for output '{}', perhaps you forgot to prepend the '@'?" raise KeyError(msg.format(output)) from missing_callback_function - response.set_data(func(*args, outputs_list=outputs_list)) + + result_data = DashSerializer.serialize_tree(func(*args, outputs_list=outputs_list)) + response.set_data(result_data) return response def _setup_server(self): From c8bd9c95598658f49f1f7ef721b1e7fa4a054e0c Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Mon, 27 Sep 2021 23:29:23 -0400 Subject: [PATCH 09/41] chore: some code reset to clean unnecessary changes --- dash/dash-renderer/src/TreeContainer.js | 40 +++++---------------- dash/dash-renderer/src/actions/callbacks.ts | 1 + 2 files changed, 10 insertions(+), 31 deletions(-) diff --git a/dash/dash-renderer/src/TreeContainer.js b/dash/dash-renderer/src/TreeContainer.js index 88aec9fd38..3c2c465ba1 100644 --- a/dash/dash-renderer/src/TreeContainer.js +++ b/dash/dash-renderer/src/TreeContainer.js @@ -35,7 +35,8 @@ const NOT_LOADING = { }; function CheckedComponent(p) { - const {element, extraProps, props, children, type, _dashprivate_layout} = p; + const {element, extraProps, props, children, type} = p; + const errorMessage = checkPropTypes( element.propTypes, props, @@ -46,13 +47,7 @@ function CheckedComponent(p) { propTypeErrorHandler(errorMessage, props, type); } - return createElement( - element, - props, - extraProps, - children, - _dashprivate_layout - ); + return createElement(element, props, extraProps, children); } CheckedComponent.propTypes = { @@ -64,14 +59,8 @@ CheckedComponent.propTypes = { id: PropTypes.string }; -function createElement( - element, - props, - extraProps, - children, - _dashprivate_layout -) { - let allProps = mergeRight(props, extraProps); +function createElement(element, props, extraProps, children) { + const allProps = mergeRight(props, extraProps); if (Array.isArray(children)) { return React.createElement(element, allProps, ...children); } @@ -98,10 +87,9 @@ class BaseTreeContainer extends Component { } createContainer(props, component, path) { - if (isSimpleComponent(component)) { - return component; - } - return ( + return isSimpleComponent(component) ? ( + component + ) : ( !equals(val, oldProps[key]), newProps ); - if (!isEmpty(changedProps)) { // Identify the modified props that are required for callbacks const watchedKeys = getWatchedKeys( @@ -205,7 +191,6 @@ class BaseTreeContainer extends Component { if (isSimpleComponent(_dashprivate_layout)) { return _dashprivate_layout; } - validateComponent(_dashprivate_layout); const element = Registry.resolve(_dashprivate_layout); @@ -238,16 +223,9 @@ class BaseTreeContainer extends Component { props={props} extraProps={extraProps} type={_dashprivate_layout.type} - _dashprivate_layout={_dashprivate_layout} /> ) : ( - createElement( - element, - props, - extraProps, - children, - _dashprivate_layout - ) + createElement(element, props, extraProps, children) )} ); diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index cc855702a7..9826511e5b 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -383,6 +383,7 @@ function handleServerside( const id = output.substr(0, output.lastIndexOf('.')); result = {[id]: response.props}; } + recordProfile(result); return result; }); From 3fb776689277f3e3bcd427ca50a2805457ad301d Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 28 Sep 2021 08:07:13 -0400 Subject: [PATCH 10/41] fix: lint fix --- dash/_utils.py | 1 + dash/dash.py | 4 +++- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/dash/_utils.py b/dash/_utils.py index 7a4582ee2e..f29e0e75be 100644 --- a/dash/_utils.py +++ b/dash/_utils.py @@ -18,6 +18,7 @@ def to_json(value): # pylint: disable=import-outside-toplevel from plotly.io.json import to_json_plotly + return to_json_plotly(DashSerializer.serialize_tree(value)) diff --git a/dash/dash.py b/dash/dash.py index 7d7846262c..2e343edc14 100644 --- a/dash/dash.py +++ b/dash/dash.py @@ -1334,7 +1334,9 @@ def dispatch(self): msg = "Callback function not found for output '{}', perhaps you forgot to prepend the '@'?" raise KeyError(msg.format(output)) from missing_callback_function - result_data = DashSerializer.serialize_tree(func(*args, outputs_list=outputs_list)) + result_data = DashSerializer.serialize_tree( + func(*args, outputs_list=outputs_list) + ) response.set_data(result_data) return response From 2ab2fe9c6f0e96f8a01daf5028c99ca4c3abcb4e Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 28 Sep 2021 08:14:31 -0400 Subject: [PATCH 11/41] chore: add pandas to requirement --- requires-install.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requires-install.txt b/requires-install.txt index 476666fbf9..78ea0b07d8 100644 --- a/requires-install.txt +++ b/requires-install.txt @@ -4,3 +4,4 @@ plotly>=5.0.0 dash_html_components==2.0.0 dash_core_components==2.0.0 dash_table==5.0.0 +pandas From fca42b99a36c9857814f39287af46244e532c853 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Thu, 7 Oct 2021 01:56:17 -0400 Subject: [PATCH 12/41] update serialization --- dash/_dash_serializer.py | 60 ++++++++++++++++----- dash/_utils.py | 2 +- dash/dash-renderer/src/serializers/utils.js | 4 +- dash/dash.py | 5 +- 4 files changed, 52 insertions(+), 19 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 50e785966e..8c9ab78df9 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -2,27 +2,61 @@ import pandas as pd +class NotSerializable(Exception): + pass + + class DashSerializer: @classmethod - def serialize(cls, prop): + def __serialize_value(cls, prop): + try: + serializeFn = getattr(prop, "serialize") + return serializeFn() + except AttributeError: + pass + if isinstance(prop, pd.DataFrame): return {"__type": "DataFrame", "__value": prop.to_dict("records")} - - return prop + else: + raise NotSerializable @classmethod - def deserialize(cls, prop): - obj = json.loads(prop) - __type = obj["__type"] if hasattr(obj, "__type") else None - if __type == "DataFrame": - return pd.DataFrame(obj["__value"]) + def __deserialize_value(cls, prop): + try: + deserializeFn = getattr(prop, "deserialize") + return deserializeFn() + except AttributeError: + pass + try: + obj = json.loads(prop) if isinstance(prop, str) else prop + __type = ( + obj["__type"] if isinstance(obj, dict) and "__type" in obj else None + ) + if __type == "DataFrame": + return pd.DataFrame(obj["__value"]) + except AttributeError: + pass return prop @classmethod - def serialize_tree(cls, obj): - if isinstance(obj, pd.DataFrame): - return cls.serialize(obj) + def deserialize(cls, obj): + props = obj if isinstance(obj, list) else [obj] + return [ + ( + {**prop, "value": DashSerializer.__deserialize_value(prop["value"])} + if "value" in prop + else prop + ) + for prop in props + ] + + @classmethod + def serialize(cls, obj): + try: + return cls.__serialize_value(obj) + except NotSerializable: + pass # Plotly try: @@ -33,10 +67,10 @@ def serialize_tree(cls, obj): if isinstance(obj, (list, tuple)): if obj: # Must process list recursively even though it may be slow - return [cls.serialize_tree(v) for v in obj] + return [cls.serialize(v) for v in obj] # Recurse into lists and dictionaries if isinstance(obj, dict): - return {k: cls.serialize_tree(v) for k, v in obj.items()} + return {k: cls.serialize(v) for k, v in obj.items()} return obj diff --git a/dash/_utils.py b/dash/_utils.py index f29e0e75be..6df161bbfe 100644 --- a/dash/_utils.py +++ b/dash/_utils.py @@ -19,7 +19,7 @@ def to_json(value): # pylint: disable=import-outside-toplevel from plotly.io.json import to_json_plotly - return to_json_plotly(DashSerializer.serialize_tree(value)) + return to_json_plotly(DashSerializer.serialize(value)) def interpolate_str(template, **data): diff --git a/dash/dash-renderer/src/serializers/utils.js b/dash/dash-renderer/src/serializers/utils.js index 1861de4e2c..38747a2b45 100644 --- a/dash/dash-renderer/src/serializers/utils.js +++ b/dash/dash-renderer/src/serializers/utils.js @@ -5,7 +5,7 @@ const PROP_VALUE = '__value'; export const DASH_BOOK_KEEPER = '__dash_serialized_props'; export const createBookkeeper = layout => { - const markedLayout = {...layout, __dash_serialized_props: {}}; + const markedLayout = {...layout, [DASH_BOOK_KEEPER]: {}}; const { props, props: {children} @@ -17,7 +17,7 @@ export const createBookkeeper = layout => { } if (type(children) === 'Object') { - createBookkeeper(children); + markedLayout.props.children = createBookkeeper(children); } Object.entries(props).forEach(([key, value]) => { diff --git a/dash/dash.py b/dash/dash.py index 2e343edc14..8bc2c77774 100644 --- a/dash/dash.py +++ b/dash/dash.py @@ -1276,6 +1276,7 @@ def dispatch(self): outputs_list = body.get("outputs") or split_callback_id(output) flask.g.outputs_list = outputs_list # pylint: disable=assigning-non-slot + inputs = DashSerializer.deserialize(inputs) flask.g.input_values = ( # pylint: disable=assigning-non-slot input_values ) = inputs_to_dict(inputs) @@ -1334,9 +1335,7 @@ def dispatch(self): msg = "Callback function not found for output '{}', perhaps you forgot to prepend the '@'?" raise KeyError(msg.format(output)) from missing_callback_function - result_data = DashSerializer.serialize_tree( - func(*args, outputs_list=outputs_list) - ) + result_data = DashSerializer.serialize(func(*args, outputs_list=outputs_list)) response.set_data(result_data) return response From 3d22a352114ff7451408bc194016c3cf253aed53 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Fri, 8 Oct 2021 00:19:20 -0400 Subject: [PATCH 13/41] feat: (wip) add to_parquet serialization --- dash/_dash_serializer.py | 33 +++++++++---- dash/dash-renderer/src/actions/callbacks.ts | 2 +- dash/dash-renderer/src/reducers/layout.js | 2 +- .../src/serializers/{utils.js => index.js} | 25 ++++++++-- .../src/serializers/pandas.dataframe.js | 47 +++++++++++++++++++ requires-install.txt | 2 + 6 files changed, 95 insertions(+), 16 deletions(-) rename dash/dash-renderer/src/serializers/{utils.js => index.js} (52%) create mode 100644 dash/dash-renderer/src/serializers/pandas.dataframe.js diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 8c9ab78df9..9fd2ca5f53 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -1,6 +1,11 @@ +import base64 import json import pandas as pd +PROP_TYPE = "__type" +PROP_VALUE = "__value" +PROP_ENGINE = "__engine" + class NotSerializable(Exception): pass @@ -16,9 +21,15 @@ def __serialize_value(cls, prop): pass if isinstance(prop, pd.DataFrame): - return {"__type": "DataFrame", "__value": prop.to_dict("records")} - else: - raise NotSerializable + engine = "pyarrow" + buffer_val = prop.to_parquet(compression="gzip", engine=engine) + return { + PROP_TYPE: "pd.DataFrame", + PROP_VALUE: base64.b64encode(buffer_val).decode("utf-8"), + PROP_ENGINE: engine, + } + + raise NotSerializable @classmethod def __deserialize_value(cls, prop): @@ -27,14 +38,16 @@ def __deserialize_value(cls, prop): return deserializeFn() except AttributeError: pass - try: - obj = json.loads(prop) if isinstance(prop, str) else prop - __type = ( - obj["__type"] if isinstance(obj, dict) and "__type" in obj else None + jsonObj = json.loads(prop) if isinstance(prop, str) else prop + obj = ( + jsonObj + if isinstance(jsonObj, dict) and PROP_TYPE in jsonObj + else {PROP_TYPE: None, PROP_ENGINE: None} ) - if __type == "DataFrame": - return pd.DataFrame(obj["__value"]) + [_type, _engine] = [obj[PROP_TYPE], obj[PROP_ENGINE]] + if _type == "pd.DataFrame": + return pd.read_parquet(obj[PROP_VALUE], _engine) except AttributeError: pass return prop @@ -54,7 +67,7 @@ def deserialize(cls, obj): @classmethod def serialize(cls, obj): try: - return cls.__serialize_value(obj) + return DashSerializer.__serialize_value(obj) except NotSerializable: pass diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index 9826511e5b..b580289b59 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -31,7 +31,7 @@ import {urlBase} from './utils'; import {getCSRFHeader} from '.'; import {createAction, Action} from 'redux-actions'; import {addHttpHeaders} from '../actions'; -import {dashSerializeValue, DASH_BOOK_KEEPER} from '../serializers/utils'; +import {dashSerializeValue, DASH_BOOK_KEEPER} from '../serializers'; export const addBlockedCallbacks = createAction( CallbackActionType.AddBlocked diff --git a/dash/dash-renderer/src/reducers/layout.js b/dash/dash-renderer/src/reducers/layout.js index 5b200cc33a..65bc870654 100644 --- a/dash/dash-renderer/src/reducers/layout.js +++ b/dash/dash-renderer/src/reducers/layout.js @@ -1,7 +1,7 @@ import {append, assocPath, includes, lensPath, mergeRight, view} from 'ramda'; import {getAction} from '../actions/constants'; -import {createBookkeeper, DASH_BOOK_KEEPER} from '../serializers/utils'; +import {createBookkeeper, DASH_BOOK_KEEPER} from '../serializers'; const layout = (state = {}, action) => { if (action.type === getAction('SET_LAYOUT')) { diff --git a/dash/dash-renderer/src/serializers/utils.js b/dash/dash-renderer/src/serializers/index.js similarity index 52% rename from dash/dash-renderer/src/serializers/utils.js rename to dash/dash-renderer/src/serializers/index.js index 38747a2b45..605908a266 100644 --- a/dash/dash-renderer/src/serializers/utils.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -1,7 +1,9 @@ import {type, prop} from 'ramda'; +import DataFrameSerializer from './pandas.dataframe'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; +const PROP_ENGINE = '__engine'; export const DASH_BOOK_KEEPER = '__dash_serialized_props'; export const createBookkeeper = layout => { @@ -22,8 +24,18 @@ export const createBookkeeper = layout => { Object.entries(props).forEach(([key, value]) => { if (prop(PROP_TYPE, value)) { - markedLayout[DASH_BOOK_KEEPER][key] = prop(PROP_TYPE, value); - markedLayout.props[key] = prop(PROP_VALUE, value); + const { + [PROP_TYPE]: type, + [PROP_ENGINE]: engine, + [PROP_VALUE]: originalValue + } = value; + markedLayout[DASH_BOOK_KEEPER][key] = {type, engine}; + if (type === DataFrameSerializer.Type) + markedLayout.props[key] = DataFrameSerializer.deserialize( + originalValue, + engine + ); + else markedLayout.props[key] = prop(PROP_VALUE, value); } else { markedLayout.props[key] = value; } @@ -31,10 +43,15 @@ export const createBookkeeper = layout => { return markedLayout; }; -export const dashSerializeValue = (type, value) => { +export const dashSerializeValue = async ({type, engine}, value) => { if (!type) return value; const serializedValue = {}; serializedValue[PROP_TYPE] = type; - serializedValue[PROP_VALUE] = value; + if (type == DataFrameSerializer.Type) + serializedValue[PROP_VALUE] = DataFrameSerializer.serialize( + value, + engine + ); + else serializedValue[PROP_VALUE] = value; return JSON.stringify(serializedValue); }; diff --git a/dash/dash-renderer/src/serializers/pandas.dataframe.js b/dash/dash-renderer/src/serializers/pandas.dataframe.js new file mode 100644 index 0000000000..98e6a937a4 --- /dev/null +++ b/dash/dash-renderer/src/serializers/pandas.dataframe.js @@ -0,0 +1,47 @@ +export const Type = 'pandas.DataFrame'; + +// https://github.com/ironSource/parquetjs +const fromParquet = async (_parquetFile, _engine) => { + // TODO: do some reading stuff + /* + let reader = await parquet.ParquetReader.openFile('fruits.parquet'); + // create a new cursor + let cursor = reader.getCursor(); + + // read all records from the file and print them + let record = null; + while (record = await cursor.next()) { + console.log(record); + } + */ + + return new Promise((resolve, _reject) => { + setTimeout(() => { + resolve(); + }, 50); + }); +}; + +export const deserialize = fromParquet; + +export const toParquet = async (_value, _engine) => { + // TODO: do some writing stuff + /* + // create new ParquetWriter that writes to 'fruits.parquet` + var writer = await parquet.ParquetWriter.openFile(schema, 'fruits.parquet'); + + // append a few rows to the file + await writer.appendRow({name: 'apples', quantity: 10, price: 2.5, date: new Date(), in_stock: true}); + await writer.appendRow({name: 'oranges', quantity: 10, price: 2.5, date: new Date(), in_stock: true}); + Once we are finished adding rows to the file, we have to tell the writer object to flush the metadata to disk and close the file by calling the close() method: + await writer.close(); + */ + + return new Promise((resolve, _reject) => { + setTimeout(() => { + resolve(); + }, 50); + }); +}; + +export const serialize = toParquet; diff --git a/requires-install.txt b/requires-install.txt index 78ea0b07d8..ff25376e22 100644 --- a/requires-install.txt +++ b/requires-install.txt @@ -5,3 +5,5 @@ dash_html_components==2.0.0 dash_core_components==2.0.0 dash_table==5.0.0 pandas +fastparquet +pyarrow \ No newline at end of file From 1fc29c7bc84758d751dbea37ec784db86718b260 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Fri, 8 Oct 2021 01:50:12 -0400 Subject: [PATCH 14/41] chore: add some todo comments --- dash/_dash_serializer.py | 17 ++++++++++++++++- dash/dash-renderer/src/actions/callbacks.ts | 6 ++++-- dash/dash-renderer/src/serializers/index.js | 3 +++ .../src/serializers/pandas.dataframe.js | 3 ++- 4 files changed, 25 insertions(+), 4 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 9fd2ca5f53..6820cb4773 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -1,10 +1,17 @@ import base64 import json +import uuid +import random import pandas as pd + +srd = random.Random(0) + + PROP_TYPE = "__type" PROP_VALUE = "__value" PROP_ENGINE = "__engine" +PROP_ID = "__internal_id" class NotSerializable(Exception): @@ -21,12 +28,19 @@ def __serialize_value(cls, prop): pass if isinstance(prop, pd.DataFrame): + # TODO: probably use `fastparquet` + # => Consider borrowing idea from DataTableAIO for stateless DataFrame + # shared between server & client side + # let's try with `.parquet` file instead of using redis + # TODO 1: Might want to put uuid as PROP_ID to identify later + # TODO 2: Consider partial updates engine = "pyarrow" buffer_val = prop.to_parquet(compression="gzip", engine=engine) return { PROP_TYPE: "pd.DataFrame", PROP_VALUE: base64.b64encode(buffer_val).decode("utf-8"), PROP_ENGINE: engine, + PROP_ID: str(uuid.UUID(int=srd.randint(0, 2 ** 128))), # TODO: fix to rely on component_id } raise NotSerializable @@ -45,8 +59,9 @@ def __deserialize_value(cls, prop): if isinstance(jsonObj, dict) and PROP_TYPE in jsonObj else {PROP_TYPE: None, PROP_ENGINE: None} ) - [_type, _engine] = [obj[PROP_TYPE], obj[PROP_ENGINE]] + [_type, _engine, _id] = [obj[PROP_TYPE], obj[PROP_ENGINE], obj[PROP_ID]] if _type == "pd.DataFrame": + # TODO: Consider partial updates? - finding from file for original/full DataFrame, then apply patch only? return pd.read_parquet(obj[PROP_VALUE], _engine) except AttributeError: pass diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index b580289b59..b6fba854c4 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -163,8 +163,10 @@ function fillVals( errors.push(inputError); } - const {bookkeeper, property, value} = inputs; - inputs.value = dashSerializeValue(bookkeeper?.[property], value); + const { bookkeeper, property, value } = inputs; + // TODO: await `deserialize` as it might take time? + // TODO: consider sending partial updates only? + inputs.value = dashSerializeValue(bookkeeper?.[property] || {}, value); return inputs; }); diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index 605908a266..413d05cb9f 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -14,11 +14,13 @@ export const createBookkeeper = layout => { } = layout; if (type(children) === 'Array') { markedLayout.props.children = children.map(child => + // TODO: await `deserialize` as it might take time? createBookkeeper(child) ); } if (type(children) === 'Object') { + // TODO: await `deserialize` as it might take time? markedLayout.props.children = createBookkeeper(children); } @@ -31,6 +33,7 @@ export const createBookkeeper = layout => { } = value; markedLayout[DASH_BOOK_KEEPER][key] = {type, engine}; if (type === DataFrameSerializer.Type) + // TODO: await `deserialize` as it might take time? markedLayout.props[key] = DataFrameSerializer.deserialize( originalValue, engine diff --git a/dash/dash-renderer/src/serializers/pandas.dataframe.js b/dash/dash-renderer/src/serializers/pandas.dataframe.js index 98e6a937a4..f2de15cee6 100644 --- a/dash/dash-renderer/src/serializers/pandas.dataframe.js +++ b/dash/dash-renderer/src/serializers/pandas.dataframe.js @@ -22,7 +22,6 @@ const fromParquet = async (_parquetFile, _engine) => { }); }; -export const deserialize = fromParquet; export const toParquet = async (_value, _engine) => { // TODO: do some writing stuff @@ -44,4 +43,6 @@ export const toParquet = async (_value, _engine) => { }); }; +// TODO: Implement `toParquet` and `fromeParquet` export const serialize = toParquet; +export const deserialize = fromParquet; From ba5192a8ceffe30c5e8d727ee3482c43d135e31f Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Mon, 11 Oct 2021 23:12:34 -0400 Subject: [PATCH 15/41] feat: (wip) implemented parquet reader & writer in JS side --- dash/_dash_serializer.py | 24 +++-- dash/dash-renderer/package-lock.json | 75 ++++++++++++++- dash/dash-renderer/package.json | 1 + dash/dash-renderer/src/actions/callbacks.ts | 2 +- dash/dash-renderer/src/serializers/index.js | 11 ++- .../src/serializers/pandas.dataframe.js | 95 +++++++++++-------- 6 files changed, 156 insertions(+), 52 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 6820cb4773..3b1e330952 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -28,19 +28,25 @@ def __serialize_value(cls, prop): pass if isinstance(prop, pd.DataFrame): - # TODO: probably use `fastparquet` + # TODO: Consider partial updates # => Consider borrowing idea from DataTableAIO for stateless DataFrame # shared between server & client side - # let's try with `.parquet` file instead of using redis - # TODO 1: Might want to put uuid as PROP_ID to identify later - # TODO 2: Consider partial updates - engine = "pyarrow" - buffer_val = prop.to_parquet(compression="gzip", engine=engine) + # let's try with `.fastparquet` file instead of using redis + engine = "fastparquet" + internalId = str( + uuid.UUID(int=srd.randint(0, 2 ** 128)) + ) # TODO: fix to rely on component_id + outputPath = "{}.fastparquet".format(internalId) + prop.to_parquet(outputPath, compression="gzip", engine=engine) + with open(outputPath, encoding="ISO-8859-1") as f: + buffer_val = f.read().encode("utf-8") + f.close() + b64Value = base64.b64encode(buffer_val).decode("utf-8") return { PROP_TYPE: "pd.DataFrame", - PROP_VALUE: base64.b64encode(buffer_val).decode("utf-8"), + PROP_VALUE: b64Value, PROP_ENGINE: engine, - PROP_ID: str(uuid.UUID(int=srd.randint(0, 2 ** 128))), # TODO: fix to rely on component_id + PROP_ID: internalId, } raise NotSerializable @@ -61,7 +67,7 @@ def __deserialize_value(cls, prop): ) [_type, _engine, _id] = [obj[PROP_TYPE], obj[PROP_ENGINE], obj[PROP_ID]] if _type == "pd.DataFrame": - # TODO: Consider partial updates? - finding from file for original/full DataFrame, then apply patch only? + # TODO: Consider partial updates? - use _id to find from file for original/full DataFrame, then apply patch only? return pd.read_parquet(obj[PROP_VALUE], _engine) except AttributeError: pass diff --git a/dash/dash-renderer/package-lock.json b/dash/dash-renderer/package-lock.json index 9fa0b38679..538f0651dd 100644 --- a/dash/dash-renderer/package-lock.json +++ b/dash/dash-renderer/package-lock.json @@ -5,7 +5,6 @@ "requires": true, "packages": { "": { - "name": "dash-renderer", "version": "1.11.0", "license": "MIT", "dependencies": { @@ -18,6 +17,7 @@ "dependency-graph": "^0.11.0", "fast-isnumeric": "^1.1.4", "node-polyfill-webpack-plugin": "^1.1.4", + "parquetjs-lite": "^0.8.7", "prop-types": "15.7.2", "radium": "^0.26.1", "ramda": "^0.27.1", @@ -79,6 +79,8 @@ "integrity": "sha512-poegjhRvXHWO0EAsnYajwYZuqcz7gyfxwfaecUESxDujrqOivf3zrjFbub8IJkrqEaz3fvJWh001EzxBub54fg==", "dev": true, "dependencies": { + "@nicolo-ribaudo/chokidar-2": "2.1.8-no-fsevents.2", + "chokidar": "^3.4.0", "commander": "^4.0.1", "convert-source-map": "^1.1.0", "fs-readdir-recursive": "^1.1.0", @@ -3630,6 +3632,7 @@ "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", + "fsevents": "~2.3.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", @@ -3849,6 +3852,7 @@ "integrity": "sha512-7Qg2Jrep1S/+Q3EceiZtQcDPWxhAvBw+ERf1162v4sikJrvojMHFqXt8QIVha8UlH9rgU0BeWPytZ9/TzYqlUw==", "dev": true, "dependencies": { + "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^2.1.1" }, @@ -6959,6 +6963,11 @@ "node": ">=0.8.0" } }, + "node_modules/int53": { + "version": "0.2.4", + "resolved": "https://registry.npmjs.org/int53/-/int53-0.2.4.tgz", + "integrity": "sha1-XtjXqtbFxlZ8rmmqf/xKEJ7oD4Y=" + }, "node_modules/internal-slot": { "version": "1.0.3", "resolved": "https://registry.npmjs.org/internal-slot/-/internal-slot-1.0.3.tgz", @@ -7518,6 +7527,9 @@ "resolved": "https://registry.npmjs.org/jsonfile/-/jsonfile-4.0.0.tgz", "integrity": "sha1-h3Gq4HmbZAdrdmQPygWPnBDjPss=", "dev": true, + "dependencies": { + "graceful-fs": "^4.1.6" + }, "optionalDependencies": { "graceful-fs": "^4.1.6" } @@ -8367,6 +8379,7 @@ "dependencies": { "anymatch": "~3.1.1", "braces": "~3.0.2", + "fsevents": "~2.3.1", "glob-parent": "~5.1.0", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", @@ -8671,6 +8684,11 @@ "integrity": "sha512-1nh45deeb5olNY7eX82BkPO7SSxR5SSYJiPTrTdFUVYwAl8CKMA5N9PjTYkHiRjisVcxcQ1HXdLhx2qxxJzLNQ==", "dev": true }, + "node_modules/node-int64": { + "version": "0.3.3", + "resolved": "https://registry.npmjs.org/node-int64/-/node-int64-0.3.3.tgz", + "integrity": "sha1-LW5rLs5d6FiLQ9iNG8QbJs0fqE0=" + }, "node_modules/node-polyfill-webpack-plugin": { "version": "1.1.4", "resolved": "https://registry.npmjs.org/node-polyfill-webpack-plugin/-/node-polyfill-webpack-plugin-1.1.4.tgz", @@ -9223,6 +9241,20 @@ "node": ">=6" } }, + "node_modules/parquetjs-lite": { + "version": "0.8.7", + "resolved": "https://registry.npmjs.org/parquetjs-lite/-/parquetjs-lite-0.8.7.tgz", + "integrity": "sha512-L0tdHzvy0btLJvAFZvjO0+ru+FL8tHPqiVE90KEnMy5jDqv+WmEy9Ii8SjiC+exAOi3RGyPYIdgJvFijYyEahA==", + "dependencies": { + "int53": "^0.2.4", + "node-int64": "^0.3.3", + "snappyjs": "^0.6.0", + "varint": "^5.0.0" + }, + "engines": { + "node": ">=7.6" + } + }, "node_modules/parse-asn1": { "version": "5.1.6", "resolved": "https://registry.npmjs.org/parse-asn1/-/parse-asn1-5.1.6.tgz", @@ -10745,6 +10777,11 @@ "dev": true, "optional": true }, + "node_modules/snappyjs": { + "version": "0.6.1", + "resolved": "https://registry.npmjs.org/snappyjs/-/snappyjs-0.6.1.tgz", + "integrity": "sha512-YIK6I2lsH072UE0aOFxxY1dPDCS43I5ktqHpeAsuLNYWkE5pGxRGWfDM4/vSUfNzXjC1Ivzt3qx31PCLmc9yqg==" + }, "node_modules/socket.io": { "version": "3.1.2", "resolved": "https://registry.npmjs.org/socket.io/-/socket.io-3.1.2.tgz", @@ -12208,6 +12245,11 @@ "spdx-expression-parse": "^3.0.0" } }, + "node_modules/varint": { + "version": "5.0.2", + "resolved": "https://registry.npmjs.org/varint/-/varint-5.0.2.tgz", + "integrity": "sha512-lKxKYG6H03yCZUpAGOPOsMcGxd1RHCu1iKvEHYDPmTyq2HueGhD73ssNBqqQWfvYs04G9iUFRvmAVLW20Jw6ow==" + }, "node_modules/vary": { "version": "1.1.2", "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz", @@ -17947,6 +17989,11 @@ } } }, + "int53": { + "version": "0.2.4", + "resolved": "https://registry.npmjs.org/int53/-/int53-0.2.4.tgz", + "integrity": "sha1-XtjXqtbFxlZ8rmmqf/xKEJ7oD4Y=" + }, "internal-slot": { "version": "1.0.3", "resolved": "https://registry.npmjs.org/internal-slot/-/internal-slot-1.0.3.tgz", @@ -19253,6 +19300,11 @@ "integrity": "sha512-1nh45deeb5olNY7eX82BkPO7SSxR5SSYJiPTrTdFUVYwAl8CKMA5N9PjTYkHiRjisVcxcQ1HXdLhx2qxxJzLNQ==", "dev": true }, + "node-int64": { + "version": "0.3.3", + "resolved": "https://registry.npmjs.org/node-int64/-/node-int64-0.3.3.tgz", + "integrity": "sha1-LW5rLs5d6FiLQ9iNG8QbJs0fqE0=" + }, "node-polyfill-webpack-plugin": { "version": "1.1.4", "resolved": "https://registry.npmjs.org/node-polyfill-webpack-plugin/-/node-polyfill-webpack-plugin-1.1.4.tgz", @@ -19676,6 +19728,17 @@ "callsites": "^3.0.0" } }, + "parquetjs-lite": { + "version": "0.8.7", + "resolved": "https://registry.npmjs.org/parquetjs-lite/-/parquetjs-lite-0.8.7.tgz", + "integrity": "sha512-L0tdHzvy0btLJvAFZvjO0+ru+FL8tHPqiVE90KEnMy5jDqv+WmEy9Ii8SjiC+exAOi3RGyPYIdgJvFijYyEahA==", + "requires": { + "int53": "^0.2.4", + "node-int64": "^0.3.3", + "snappyjs": "^0.6.0", + "varint": "^5.0.0" + } + }, "parse-asn1": { "version": "5.1.6", "resolved": "https://registry.npmjs.org/parse-asn1/-/parse-asn1-5.1.6.tgz", @@ -20851,6 +20914,11 @@ "kind-of": "^3.2.0" } }, + "snappyjs": { + "version": "0.6.1", + "resolved": "https://registry.npmjs.org/snappyjs/-/snappyjs-0.6.1.tgz", + "integrity": "sha512-YIK6I2lsH072UE0aOFxxY1dPDCS43I5ktqHpeAsuLNYWkE5pGxRGWfDM4/vSUfNzXjC1Ivzt3qx31PCLmc9yqg==" + }, "socket.io": { "version": "3.1.2", "resolved": "https://registry.npmjs.org/socket.io/-/socket.io-3.1.2.tgz", @@ -21998,6 +22066,11 @@ "spdx-expression-parse": "^3.0.0" } }, + "varint": { + "version": "5.0.2", + "resolved": "https://registry.npmjs.org/varint/-/varint-5.0.2.tgz", + "integrity": "sha512-lKxKYG6H03yCZUpAGOPOsMcGxd1RHCu1iKvEHYDPmTyq2HueGhD73ssNBqqQWfvYs04G9iUFRvmAVLW20Jw6ow==" + }, "vary": { "version": "1.1.2", "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz", diff --git a/dash/dash-renderer/package.json b/dash/dash-renderer/package.json index b58361861f..8a99ddd753 100644 --- a/dash/dash-renderer/package.json +++ b/dash/dash-renderer/package.json @@ -30,6 +30,7 @@ "dependency-graph": "^0.11.0", "fast-isnumeric": "^1.1.4", "node-polyfill-webpack-plugin": "^1.1.4", + "parquetjs-lite": "^0.8.7", "prop-types": "15.7.2", "radium": "^0.26.1", "ramda": "^0.27.1", diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index b6fba854c4..f65c763d93 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -163,7 +163,7 @@ function fillVals( errors.push(inputError); } - const { bookkeeper, property, value } = inputs; + const {bookkeeper, property, value} = inputs; // TODO: await `deserialize` as it might take time? // TODO: consider sending partial updates only? inputs.value = dashSerializeValue(bookkeeper?.[property] || {}, value); diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index 413d05cb9f..535d79fc54 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -4,6 +4,8 @@ import DataFrameSerializer from './pandas.dataframe'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; const PROP_ENGINE = '__engine'; +const PROP_ID = '__internal_id'; + export const DASH_BOOK_KEEPER = '__dash_serialized_props'; export const createBookkeeper = layout => { @@ -29,9 +31,10 @@ export const createBookkeeper = layout => { const { [PROP_TYPE]: type, [PROP_ENGINE]: engine, - [PROP_VALUE]: originalValue + [PROP_VALUE]: originalValue, + [PROP_ID]: internalId } = value; - markedLayout[DASH_BOOK_KEEPER][key] = {type, engine}; + markedLayout[DASH_BOOK_KEEPER][key] = {type, engine, internalId}; if (type === DataFrameSerializer.Type) // TODO: await `deserialize` as it might take time? markedLayout.props[key] = DataFrameSerializer.deserialize( @@ -46,10 +49,12 @@ export const createBookkeeper = layout => { return markedLayout; }; -export const dashSerializeValue = async ({type, engine}, value) => { +export const dashSerializeValue = async ({type, engine, internalId}, value) => { if (!type) return value; const serializedValue = {}; serializedValue[PROP_TYPE] = type; + serializedValue[PROP_ENGINE] = engine; + serializedValue[PROP_ID] = internalId; if (type == DataFrameSerializer.Type) serializedValue[PROP_VALUE] = DataFrameSerializer.serialize( value, diff --git a/dash/dash-renderer/src/serializers/pandas.dataframe.js b/dash/dash-renderer/src/serializers/pandas.dataframe.js index f2de15cee6..3995529b40 100644 --- a/dash/dash-renderer/src/serializers/pandas.dataframe.js +++ b/dash/dash-renderer/src/serializers/pandas.dataframe.js @@ -1,48 +1,67 @@ -export const Type = 'pandas.DataFrame'; - -// https://github.com/ironSource/parquetjs -const fromParquet = async (_parquetFile, _engine) => { - // TODO: do some reading stuff - /* - let reader = await parquet.ParquetReader.openFile('fruits.parquet'); - // create a new cursor - let cursor = reader.getCursor(); - - // read all records from the file and print them - let record = null; - while (record = await cursor.next()) { - console.log(record); - } - */ +import parquet from 'parquetjs-lite'; - return new Promise((resolve, _reject) => { - setTimeout(() => { - resolve(); - }, 50); - }); -}; +/* + WARNING! UNTESTED CODE!!! + Things to test + 1. fromParquet() func + Sample input: // equivalent to to_dict("records")= [{'x': 0.0, 'y': 4.0}, {'x': 1.0, 'y': 5.0}, {'x': 2.0, 'y': 6.0}, {'x': 3.0, 'y': 7.0}] + parquetFile=UEFSMRUAFVwVTiwVCBUAFQYVCAAAH8KLCAAAAAAAAMO/Y2JgYMOgYGRAAR/DrMKhDAcIw4XDoQDCkwEAwpzDv8KZNC4AAAAVABVcFVQsFQgVABUGFQgAAB/CiwgAAAAAAADDv2NiYGDDoGBkAAMBBwgtAsKlJcKgwrQMwpRmYAAAw6wjR1UuAAAAFQIZPEgGc2NoZW1hFQQAFQoVwoABFQIYAXgAFQoVwoABFQIYAXkAFggZHBksJngcFQoZFQAZGAF4FQQWCBZ+FnAZDBYIPBgIAAAAAAAACEAYCAAAAAAAAAAAFgAAGRwVABUAFQIAAAAmw64BHBUKGRUAGRgBeRUEFggWfhZ2GQwWeDwYCAAAAAAAABxAGAgAAAAAAAAQQBYAABkcFQAVABUCAAAAFsO8ARYIABkcGAZwYW5kYXMYwqIEeyJjb2x1bW5faW5kZXhlcyI6IFt7ImZpZWxkX25hbWUiOiBudWxsLCAibWV0YWRhdGEiOiBudWxsLCAibmFtZSI6IG51bGwsICJudW1weV90eXBlIjogIm9iamVjdCIsICJwYW5kYXNfdHlwZSI6ICJtaXhlZC1pbnRlZ2VyIn1dLCAiY29sdW1ucyI6IFt7ImZpZWxkX25hbWUiOiAieCIsICJtZXRhZGF0YSI6IG51bGwsICJuYW1lIjogIngiLCAibnVtcHlfdHlwZSI6ICJmbG9hdDY0IiwgInBhbmRhc190eXBlIjogImZsb2F0NjQifSwgeyJmaWVsZF9uYW1lIjogInkiLCAibWV0YWRhdGEiOiBudWxsLCAibmFtZSI6ICJ5IiwgIm51bXB5X3R5cGUiOiAiZmxvYXQ2NCIsICJwYW5kYXNfdHlwZSI6ICJmbG9hdDY0In1dLCAiY3JlYXRvciI6IHsibGlicmFyeSI6ICJmYXN0cGFycXVldCIsICJ2ZXJzaW9uIjogIjAuNy4xIn0sICJpbmRleF9jb2x1bW5zIjogW3sia2luZCI6ICJyYW5nZSIsICJuYW1lIjogbnVsbCwgInN0YXJ0IjogMCwgInN0ZXAiOiAxLCAic3RvcCI6IDR9XSwgInBhbmRhc192ZXJzaW9uIjogIjEuMy4zIiwgInBhcnRpdGlvbl9jb2x1bW5zIjogW119ABgsZmFzdHBhcnF1ZXQtcHl0aG9uIHZlcnNpb24gMS4wLjAgKGJ1aWxkIDExMSkABwMAAFBBUjE= + engine=fastparquet -export const toParquet = async (_value, _engine) => { - // TODO: do some writing stuff - /* - // create new ParquetWriter that writes to 'fruits.parquet` - var writer = await parquet.ParquetWriter.openFile(schema, 'fruits.parquet'); + 2. toParquet() func +*/ - // append a few rows to the file - await writer.appendRow({name: 'apples', quantity: 10, price: 2.5, date: new Date(), in_stock: true}); - await writer.appendRow({name: 'oranges', quantity: 10, price: 2.5, date: new Date(), in_stock: true}); - Once we are finished adding rows to the file, we have to tell the writer object to flush the metadata to disk and close the file by calling the close() method: - await writer.close(); - */ +const fromParquet = async (parquetFile, engine) => { + const records = []; + const parquetData = atob(parquetFile); + if (engine === 'fastparquet') { + let reader = await parquet.ParquetReader.openBuffer(parquetData); + let cursor = reader.getCursor(); + let record = null; + do { + record = await cursor.next(); + records.push(record); + } while (record); + reader.close(); + } else { + return records; + } + return records; +}; - return new Promise((resolve, _reject) => { - setTimeout(() => { - resolve(); - }, 50); +const transformPromise = (t, d, e) => { + new Promise((resolve, reject) => { + t._transform(d, e, (error, data) => { + if (!error) resolve(data); + else reject(); + }); }); }; -// TODO: Implement `toParquet` and `fromeParquet` +const flushPromise = t => + new Promise((resolve, reject) => + t._flush((error, data) => { + if (!error) resolve(btoa(data)); + else reject(); + }) + ); + +const toParquet = async (records, engine) => { + if (engine === 'fastparquet') { + const schema = {}, + opts = {}; + const transformer = new parquet.ParquetTransformer(schema, opts); + await Promise.allSettled( + records.map(record => + transformPromise(transformer, record, 'utf-8') + ) + ); + return await flushPromise(transformer); + } + return ''; +}; + +export const Type = 'pd.DataFrame'; export const serialize = toParquet; export const deserialize = fromParquet; From d147eedab8dfaeea115646e11a770eb69e77ef42 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Fri, 15 Oct 2021 03:05:20 -0400 Subject: [PATCH 16/41] feat: (wip) add 3 different dataframe formats --- dash/_dash_serializer.py | 106 +++++++++++++----- .../serializers/dataframe/dict.dataframe.js | 13 +++ .../dataframe/fastparquet.dataframe.ts | 75 +++++++++++++ .../dataframe/pyarrow.dataframe.ts | 41 +++++++ dash/dash-renderer/src/serializers/index.js | 29 +++-- .../src/serializers/pandas.dataframe.js | 67 ----------- 6 files changed, 225 insertions(+), 106 deletions(-) create mode 100644 dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js create mode 100644 dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts create mode 100644 dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts delete mode 100644 dash/dash-renderer/src/serializers/pandas.dataframe.js diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 3b1e330952..bded9158b6 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -1,8 +1,14 @@ import base64 import json +from typing import cast + +# from os import remove import uuid import random +import io import pandas as pd +from pandas.core.frame import DataFrame +import pyarrow as pa srd = random.Random(0) @@ -18,6 +24,71 @@ class NotSerializable(Exception): pass +class DataFrameSerializer: + def __serialize_using_fastparquet(self, df, internal_id): + outputPath = "{}.fastparquet".format(internal_id) + df.to_parquet( + outputPath, compression="gzip", engine="fastparquet" + ) # TODO: check https://pandas.pydata.org/pandas-docs/dev/reference/api/pandas.DataFrame.to_parquet.html + with open(outputPath, "rb") as f: + buffer_val = f.read() + f.close() + # remove(outputPath) + return base64.b64encode(buffer_val).decode("utf-8") + + def pyarrow_table_to_bytes(self, table: pa.Table) -> bytes: + sink = pa.BufferOutputStream() + writer = pa.RecordBatchStreamWriter(sink, table.schema) + writer.write_table(table) + writer.close() + byteData = cast(bytes, sink.getvalue().to_pybytes()) + return base64.b64encode(byteData).decode("utf-8") + + def __serialize_using_pyarrow( + self, df, internal_id, useFile=False, useParquetFormat=False + ): + if not useParquetFormat: + table = pa.Table.from_pandas(df) + return self.pyarrow_table_to_bytes(table) + elif useFile: + outputPath = "{}.pyarrow".format(internal_id) + df.to_parquet(outputPath, compression="gzip", engine="pyarrow") + with open(outputPath, "rb") as f: + buffer_val = f.read() + f.close() + # remove(outputPath) + return base64.b64encode(buffer_val).decode("utf-8") + else: + ret_buffer = df.to_parquet(compression="gzip", engine="pyarrow") + return base64.b64encode(ret_buffer).decode("utf-8") + + def serialize(self, prop, internal_id, engine="fastparquet"): + if engine == "fastparquet": + serialized_value = self.__serialize_using_fastparquet(prop, internal_id) + elif engine == "pyarrow": + serialized_value = self.__serialize_using_pyarrow(prop, internal_id) + else: + serialized_value = {'records': prop.to_dict("records"), 'columns': prop.columns} + return { + PROP_TYPE: "pd.DataFrame", + PROP_VALUE: serialized_value, + PROP_ENGINE: engine, + PROP_ID: internal_id, + } + + def deserialize(self, prop): + # TODO: Consider partial updates? - use _id to find from file for original/full DataFrame, then apply patch only? + [engine, _internal_id, value] = [ + prop[PROP_ENGINE], + prop[PROP_ID], + prop[PROP_VALUE], + ] + if engine == "to_dict": + return DataFrame.from_records(value) + else: + return pd.read_parquet(io.BytesIO(value), engine) + + class DashSerializer: @classmethod def __serialize_value(cls, prop): @@ -28,27 +99,10 @@ def __serialize_value(cls, prop): pass if isinstance(prop, pd.DataFrame): - # TODO: Consider partial updates - # => Consider borrowing idea from DataTableAIO for stateless DataFrame - # shared between server & client side - # let's try with `.fastparquet` file instead of using redis - engine = "fastparquet" - internalId = str( - uuid.UUID(int=srd.randint(0, 2 ** 128)) - ) # TODO: fix to rely on component_id - outputPath = "{}.fastparquet".format(internalId) - prop.to_parquet(outputPath, compression="gzip", engine=engine) - with open(outputPath, encoding="ISO-8859-1") as f: - buffer_val = f.read().encode("utf-8") - f.close() - b64Value = base64.b64encode(buffer_val).decode("utf-8") - return { - PROP_TYPE: "pd.DataFrame", - PROP_VALUE: b64Value, - PROP_ENGINE: engine, - PROP_ID: internalId, - } - + internal_id = str(uuid.UUID(int=srd.randint(0, 2 ** 128))) + serializer = DataFrameSerializer() + # return serializer.serialize(prop, internal_id, engine="pyarrow") + return serializer.serialize(prop, internal_id, engine="to_dict") raise NotSerializable @classmethod @@ -60,15 +114,13 @@ def __deserialize_value(cls, prop): pass try: jsonObj = json.loads(prop) if isinstance(prop, str) else prop - obj = ( - jsonObj + _type = ( + jsonObj[PROP_TYPE] if isinstance(jsonObj, dict) and PROP_TYPE in jsonObj - else {PROP_TYPE: None, PROP_ENGINE: None} + else None ) - [_type, _engine, _id] = [obj[PROP_TYPE], obj[PROP_ENGINE], obj[PROP_ID]] if _type == "pd.DataFrame": - # TODO: Consider partial updates? - use _id to find from file for original/full DataFrame, then apply patch only? - return pd.read_parquet(obj[PROP_VALUE], _engine) + return DataFrameSerializer().deserialize(jsonObj) except AttributeError: pass return prop diff --git a/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js b/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js new file mode 100644 index 0000000000..405837acab --- /dev/null +++ b/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js @@ -0,0 +1,13 @@ +export default class DictDataFrameSerializer { + static deserialize = value => { + const {columns, records} = value; + const columnOrders = (records || []).length < 0 ? [] : Object.keys(records[0]); + console.log('columns = ', columns); + console.log('columnOrders = ', columnOrders); + return records; + }; + + static serialize = _value => { + return _value; + }; +} diff --git a/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts b/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts new file mode 100644 index 0000000000..c26061fd2c --- /dev/null +++ b/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts @@ -0,0 +1,75 @@ +// import parquet from 'parquetjs'; +// import { Buffer } from 'buffer/'; + +/* + WARNING! UNTESTED CODE!!! + + Things to test + 1. fromParquet() func + Sample input: // equivalent to to_dict("records")= [{'x': 0.0, 'y': 4.0}, {'x': 1.0, 'y': 5.0}, {'x': 2.0, 'y': 6.0}, {'x': 3.0, 'y': 7.0}] + parquetFile=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 + engine=fastparquet + + 2. toParquet() func +*/ + +const fromParquet = async (_parquetFile: string) => { + const records: any[] = []; + // const parquetData = Buffer.from(atob(parquetFile)); + // const reader = await parquet.ParquetReader.openBuffer(parquetData); + // console.log(reader) + // const cursor = reader.getCursor(); + // let record = null; + // do { + // record = await cursor.next(); + // records.push(record); + // } while (record); + // reader.close(); + return records; +}; + +// const transformPromise = ( +// t: { +// _transform: ( +// arg0: any, +// arg1: any, +// arg2: (error: any, data: any) => void +// ) => void; +// }, +// d: any, +// e: any +// ) => { +// new Promise((resolve, reject) => { +// t._transform(d, e, (error: any, data: unknown) => { +// if (!error) resolve(data); +// else reject(); +// }); +// }); +// }; + +// const flushPromise = (t: { +// _flush: (arg0: (error: any, data: any) => void) => void; +// }) => +// new Promise((resolve, reject) => +// t._flush((error: any, data: string) => { +// if (!error) resolve(btoa(data)); +// else reject(); +// }) +// ); + +const toParquet = async (_records: any, _engine: any) => { + // const schema = {}, + // opts = {}; + // const transformer = new parquet.ParquetTransformer(schema, opts); + // await Promise.allSettled( + // records.map((record: any) => + // transformPromise(transformer, record, 'utf-8') + // ) + // ); + // return await flushPromise(transformer); +}; + +export default { + serialize: toParquet, + deserialize: fromParquet +}; diff --git a/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts b/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts new file mode 100644 index 0000000000..fbd648fd4b --- /dev/null +++ b/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts @@ -0,0 +1,41 @@ +// import {Table, Vector} from 'apache-arrow'; +// import {StructRow} from 'apache-arrow/vector/row'; + +/** Data types used by ArrowJS. */ +export type DataType = + | null + | boolean + | number + | string + | Date // datetime + | Int32Array // int + | Uint8Array // bytes + // | Vector // arrays + // | StructRow; // interval + +export interface ArrowDataframeProto { + data: ArrowTableProto; + height: string; + width: string; +} + +export interface ArrowTableProto { + data: Uint8Array; + index: Uint8Array; + columns: Uint8Array; +} + +export class ArrowDataFrameSerializer { + static deserialize = (_value: string) => { + // const dataBuffer: Uint8Array = new TextEncoder().encode(atob(value)); + // console.log('dataBuffer = ', dataBuffer); + // const arTable = Table.from(dataBuffer); + // console.log('arTable = ', arTable); + // const records = arTable.toArray(); + // console.log('ArrowTable.toArray() = ', records); + // return records; + return []; + }; + + static serialize = () => {}; +} diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index 535d79fc54..f52faed812 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -1,5 +1,7 @@ import {type, prop} from 'ramda'; -import DataFrameSerializer from './pandas.dataframe'; +import DataFrameSerializer from './dataframe/fastparquet.dataframe'; +import {ArrowDataFrameSerializer} from './dataframe/pyarrow.dataframe'; +import DictDataFrameSerializer from './dataframe/dict.dataframe'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; @@ -35,13 +37,19 @@ export const createBookkeeper = layout => { [PROP_ID]: internalId } = value; markedLayout[DASH_BOOK_KEEPER][key] = {type, engine, internalId}; - if (type === DataFrameSerializer.Type) + if (type === 'pd.DataFrame') { // TODO: await `deserialize` as it might take time? - markedLayout.props[key] = DataFrameSerializer.deserialize( - originalValue, - engine - ); - else markedLayout.props[key] = prop(PROP_VALUE, value); + if (engine == 'pyarrow') { + markedLayout.props[key] = + ArrowDataFrameSerializer.deserialize(originalValue); + } else if (engine == 'fastparquet') { + markedLayout.props[key] = + DataFrameSerializer.deserialize(originalValue); + } else if (engine == 'to_dict') { + markedLayout.props[key] = + DictDataFrameSerializer.deserialize(originalValue); + } + } else markedLayout.props[key] = prop(PROP_VALUE, value); } else { markedLayout.props[key] = value; } @@ -55,11 +63,8 @@ export const dashSerializeValue = async ({type, engine, internalId}, value) => { serializedValue[PROP_TYPE] = type; serializedValue[PROP_ENGINE] = engine; serializedValue[PROP_ID] = internalId; - if (type == DataFrameSerializer.Type) - serializedValue[PROP_VALUE] = DataFrameSerializer.serialize( - value, - engine - ); + if (type == 'pd.DataFrame') + serializedValue[PROP_VALUE] = DictDataFrameSerializer.serialize(value); else serializedValue[PROP_VALUE] = value; return JSON.stringify(serializedValue); }; diff --git a/dash/dash-renderer/src/serializers/pandas.dataframe.js b/dash/dash-renderer/src/serializers/pandas.dataframe.js deleted file mode 100644 index 3995529b40..0000000000 --- a/dash/dash-renderer/src/serializers/pandas.dataframe.js +++ /dev/null @@ -1,67 +0,0 @@ -import parquet from 'parquetjs-lite'; - -/* - WARNING! UNTESTED CODE!!! - - Things to test - 1. fromParquet() func - Sample input: // equivalent to to_dict("records")= [{'x': 0.0, 'y': 4.0}, {'x': 1.0, 'y': 5.0}, {'x': 2.0, 'y': 6.0}, {'x': 3.0, 'y': 7.0}] - parquetFile=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 - engine=fastparquet - - 2. toParquet() func -*/ - -const fromParquet = async (parquetFile, engine) => { - const records = []; - const parquetData = atob(parquetFile); - if (engine === 'fastparquet') { - let reader = await parquet.ParquetReader.openBuffer(parquetData); - let cursor = reader.getCursor(); - let record = null; - do { - record = await cursor.next(); - records.push(record); - } while (record); - reader.close(); - } else { - return records; - } - return records; -}; - -const transformPromise = (t, d, e) => { - new Promise((resolve, reject) => { - t._transform(d, e, (error, data) => { - if (!error) resolve(data); - else reject(); - }); - }); -}; - -const flushPromise = t => - new Promise((resolve, reject) => - t._flush((error, data) => { - if (!error) resolve(btoa(data)); - else reject(); - }) - ); - -const toParquet = async (records, engine) => { - if (engine === 'fastparquet') { - const schema = {}, - opts = {}; - const transformer = new parquet.ParquetTransformer(schema, opts); - await Promise.allSettled( - records.map(record => - transformPromise(transformer, record, 'utf-8') - ) - ); - return await flushPromise(transformer); - } - return ''; -}; - -export const Type = 'pd.DataFrame'; -export const serialize = toParquet; -export const deserialize = fromParquet; From 810ee27bdbaebaf11e0f5bb24f556df6eb927944 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Fri, 15 Oct 2021 03:46:17 -0400 Subject: [PATCH 17/41] fix: avoid try/except as much as possible --- dash/_dash_serializer.py | 46 ++++++++++++++++++---------------------- 1 file changed, 21 insertions(+), 25 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index bded9158b6..751c3cb9bd 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -68,7 +68,10 @@ def serialize(self, prop, internal_id, engine="fastparquet"): elif engine == "pyarrow": serialized_value = self.__serialize_using_pyarrow(prop, internal_id) else: - serialized_value = {'records': prop.to_dict("records"), 'columns': prop.columns} + serialized_value = { + "records": prop.to_dict("records"), + "columns": prop.columns, + } return { PROP_TYPE: "pd.DataFrame", PROP_VALUE: serialized_value, @@ -92,37 +95,31 @@ def deserialize(self, prop): class DashSerializer: @classmethod def __serialize_value(cls, prop): - try: - serializeFn = getattr(prop, "serialize") + serializeFn = getattr(prop, "serialize", None) + if serializeFn: return serializeFn() - except AttributeError: - pass if isinstance(prop, pd.DataFrame): internal_id = str(uuid.UUID(int=srd.randint(0, 2 ** 128))) serializer = DataFrameSerializer() # return serializer.serialize(prop, internal_id, engine="pyarrow") return serializer.serialize(prop, internal_id, engine="to_dict") - raise NotSerializable + return NotSerializable() @classmethod def __deserialize_value(cls, prop): - try: - deserializeFn = getattr(prop, "deserialize") + deserializeFn = getattr(prop, "deserialize", None) + if deserializeFn: return deserializeFn() - except AttributeError: - pass - try: - jsonObj = json.loads(prop) if isinstance(prop, str) else prop - _type = ( - jsonObj[PROP_TYPE] - if isinstance(jsonObj, dict) and PROP_TYPE in jsonObj - else None - ) - if _type == "pd.DataFrame": - return DataFrameSerializer().deserialize(jsonObj) - except AttributeError: - pass + + jsonObj = json.loads(prop) if isinstance(prop, str) else prop + _type = ( + jsonObj[PROP_TYPE] + if isinstance(jsonObj, dict) and PROP_TYPE in jsonObj + else None + ) + if _type == "pd.DataFrame": + return DataFrameSerializer().deserialize(jsonObj) return prop @classmethod @@ -139,10 +136,9 @@ def deserialize(cls, obj): @classmethod def serialize(cls, obj): - try: - return DashSerializer.__serialize_value(obj) - except NotSerializable: - pass + result = DashSerializer.__serialize_value(obj) + if not isinstance(result, NotSerializable): + return result # Plotly try: From 592641f59b5ddcc272d351801fce4093b8c85ced Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Fri, 15 Oct 2021 03:57:18 -0400 Subject: [PATCH 18/41] fix: remove PROP_ID, use tempfile for parquet output --- dash/_dash_serializer.py | 29 +++++++------------ .../serializers/dataframe/dict.dataframe.js | 13 +++++---- .../dataframe/pyarrow.dataframe.ts | 8 ++--- dash/dash-renderer/src/serializers/index.js | 9 ++---- 4 files changed, 25 insertions(+), 34 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 751c3cb9bd..6d1d2d7200 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -3,13 +3,12 @@ from typing import cast # from os import remove -import uuid import random import io import pandas as pd from pandas.core.frame import DataFrame import pyarrow as pa - +import tempfile srd = random.Random(0) @@ -17,7 +16,6 @@ PROP_TYPE = "__type" PROP_VALUE = "__value" PROP_ENGINE = "__engine" -PROP_ID = "__internal_id" class NotSerializable(Exception): @@ -25,8 +23,8 @@ class NotSerializable(Exception): class DataFrameSerializer: - def __serialize_using_fastparquet(self, df, internal_id): - outputPath = "{}.fastparquet".format(internal_id) + def __serialize_using_fastparquet(self, df): + outputPath = tempfile.NamedTemporaryFile("w") df.to_parquet( outputPath, compression="gzip", engine="fastparquet" ) # TODO: check https://pandas.pydata.org/pandas-docs/dev/reference/api/pandas.DataFrame.to_parquet.html @@ -44,14 +42,12 @@ def pyarrow_table_to_bytes(self, table: pa.Table) -> bytes: byteData = cast(bytes, sink.getvalue().to_pybytes()) return base64.b64encode(byteData).decode("utf-8") - def __serialize_using_pyarrow( - self, df, internal_id, useFile=False, useParquetFormat=False - ): + def __serialize_using_pyarrow(self, df, useFile=False, useParquetFormat=False): if not useParquetFormat: table = pa.Table.from_pandas(df) return self.pyarrow_table_to_bytes(table) elif useFile: - outputPath = "{}.pyarrow".format(internal_id) + outputPath = tempfile.NamedTemporaryFile("w") df.to_parquet(outputPath, compression="gzip", engine="pyarrow") with open(outputPath, "rb") as f: buffer_val = f.read() @@ -62,11 +58,11 @@ def __serialize_using_pyarrow( ret_buffer = df.to_parquet(compression="gzip", engine="pyarrow") return base64.b64encode(ret_buffer).decode("utf-8") - def serialize(self, prop, internal_id, engine="fastparquet"): + def serialize(self, prop, engine="fastparquet"): if engine == "fastparquet": - serialized_value = self.__serialize_using_fastparquet(prop, internal_id) + serialized_value = self.__serialize_using_fastparquet(prop) elif engine == "pyarrow": - serialized_value = self.__serialize_using_pyarrow(prop, internal_id) + serialized_value = self.__serialize_using_pyarrow(prop) else: serialized_value = { "records": prop.to_dict("records"), @@ -76,14 +72,12 @@ def serialize(self, prop, internal_id, engine="fastparquet"): PROP_TYPE: "pd.DataFrame", PROP_VALUE: serialized_value, PROP_ENGINE: engine, - PROP_ID: internal_id, } def deserialize(self, prop): # TODO: Consider partial updates? - use _id to find from file for original/full DataFrame, then apply patch only? - [engine, _internal_id, value] = [ + [engine, value] = [ prop[PROP_ENGINE], - prop[PROP_ID], prop[PROP_VALUE], ] if engine == "to_dict": @@ -100,10 +94,9 @@ def __serialize_value(cls, prop): return serializeFn() if isinstance(prop, pd.DataFrame): - internal_id = str(uuid.UUID(int=srd.randint(0, 2 ** 128))) serializer = DataFrameSerializer() - # return serializer.serialize(prop, internal_id, engine="pyarrow") - return serializer.serialize(prop, internal_id, engine="to_dict") + # return serializer.serialize(prop, engine="pyarrow") + return serializer.serialize(prop, engine="to_dict") return NotSerializable() @classmethod diff --git a/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js b/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js index 405837acab..fb660c1735 100644 --- a/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js +++ b/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js @@ -1,13 +1,14 @@ export default class DictDataFrameSerializer { static deserialize = value => { - const {columns, records} = value; - const columnOrders = (records || []).length < 0 ? [] : Object.keys(records[0]); - console.log('columns = ', columns); - console.log('columnOrders = ', columnOrders); - return records; + const {columns, records} = value; + const columnOrders = + (records || []).length < 0 ? [] : Object.keys(records[0]); + console.log('columns = ', columns); + console.log('columnOrders = ', columnOrders); + return records; }; static serialize = _value => { - return _value; + return _value; }; } diff --git a/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts b/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts index fbd648fd4b..3233373200 100644 --- a/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts +++ b/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts @@ -9,9 +9,9 @@ export type DataType = | string | Date // datetime | Int32Array // int - | Uint8Array // bytes - // | Vector // arrays - // | StructRow; // interval + | Uint8Array; // bytes +// | Vector // arrays +// | StructRow; // interval export interface ArrowDataframeProto { data: ArrowTableProto; @@ -34,7 +34,7 @@ export class ArrowDataFrameSerializer { // const records = arTable.toArray(); // console.log('ArrowTable.toArray() = ', records); // return records; - return []; + return []; }; static serialize = () => {}; diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index f52faed812..689b3cf412 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -6,7 +6,6 @@ import DictDataFrameSerializer from './dataframe/dict.dataframe'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; const PROP_ENGINE = '__engine'; -const PROP_ID = '__internal_id'; export const DASH_BOOK_KEEPER = '__dash_serialized_props'; @@ -33,10 +32,9 @@ export const createBookkeeper = layout => { const { [PROP_TYPE]: type, [PROP_ENGINE]: engine, - [PROP_VALUE]: originalValue, - [PROP_ID]: internalId + [PROP_VALUE]: originalValue } = value; - markedLayout[DASH_BOOK_KEEPER][key] = {type, engine, internalId}; + markedLayout[DASH_BOOK_KEEPER][key] = {type, engine}; if (type === 'pd.DataFrame') { // TODO: await `deserialize` as it might take time? if (engine == 'pyarrow') { @@ -57,12 +55,11 @@ export const createBookkeeper = layout => { return markedLayout; }; -export const dashSerializeValue = async ({type, engine, internalId}, value) => { +export const dashSerializeValue = async ({type, engine}, value) => { if (!type) return value; const serializedValue = {}; serializedValue[PROP_TYPE] = type; serializedValue[PROP_ENGINE] = engine; - serializedValue[PROP_ID] = internalId; if (type == 'pd.DataFrame') serializedValue[PROP_VALUE] = DictDataFrameSerializer.serialize(value); else serializedValue[PROP_VALUE] = value; From 333e3a9ae55ebbeeec1cf92e39c983e7de7364a0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Szabolcs=20Mark=C3=B3?= Date: Mon, 18 Oct 2021 13:37:15 +0200 Subject: [PATCH 19/41] Set up parquetjs-lite (#8) --- dash/_dash_serializer.py | 11 +- dash/dash-renderer/package-lock.json | 13352 +--------------- dash/dash-renderer/package.json | 7 +- .../dataframe/fastparquet.dataframe.ts | 96 +- dash/dash-renderer/webpack.base.config.js | 15 +- 5 files changed, 569 insertions(+), 12912 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 6d1d2d7200..0edde2d8d9 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -5,10 +5,10 @@ # from os import remove import random import io +import tempfile import pandas as pd from pandas.core.frame import DataFrame import pyarrow as pa -import tempfile srd = random.Random(0) @@ -23,7 +23,8 @@ class NotSerializable(Exception): class DataFrameSerializer: - def __serialize_using_fastparquet(self, df): + @classmethod + def __serialize_using_fastparquet(cls, df): outputPath = tempfile.NamedTemporaryFile("w") df.to_parquet( outputPath, compression="gzip", engine="fastparquet" @@ -34,7 +35,8 @@ def __serialize_using_fastparquet(self, df): # remove(outputPath) return base64.b64encode(buffer_val).decode("utf-8") - def pyarrow_table_to_bytes(self, table: pa.Table) -> bytes: + @classmethod + def pyarrow_table_to_bytes(cls, table: pa.Table) -> bytes: sink = pa.BufferOutputStream() writer = pa.RecordBatchStreamWriter(sink, table.schema) writer.write_table(table) @@ -74,7 +76,8 @@ def serialize(self, prop, engine="fastparquet"): PROP_ENGINE: engine, } - def deserialize(self, prop): + @classmethod + def deserialize(cls, prop): # TODO: Consider partial updates? - use _id to find from file for original/full DataFrame, then apply patch only? [engine, value] = [ prop[PROP_ENGINE], diff --git a/dash/dash-renderer/package-lock.json b/dash/dash-renderer/package-lock.json index 538f0651dd..3468f9e095 100644 --- a/dash/dash-renderer/package-lock.json +++ b/dash/dash-renderer/package-lock.json @@ -1,12779 +1,8 @@ { "name": "dash-renderer", "version": "1.11.0", - "lockfileVersion": 2, + "lockfileVersion": 1, "requires": true, - "packages": { - "": { - "version": "1.11.0", - "license": "MIT", - "dependencies": { - "@babel/polyfill": "^7.12.1", - "@plotly/dash-component-plugins": "^1.2.0", - "cookie": "^0.4.1", - "cytoscape": "^3.19.0", - "cytoscape-dagre": "^2.3.2", - "cytoscape-fcose": "^2.1.0", - "dependency-graph": "^0.11.0", - "fast-isnumeric": "^1.1.4", - "node-polyfill-webpack-plugin": "^1.1.4", - "parquetjs-lite": "^0.8.7", - "prop-types": "15.7.2", - "radium": "^0.26.1", - "ramda": "^0.27.1", - "react": "16.14.0", - "react-cytoscapejs": "^1.2.1", - "react-dom": "16.14.0", - "react-json-tree": "^0.15.0", - "react-redux": "^7.2.4", - 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"https://registry.npmjs.org/serialize-javascript/-/serialize-javascript-6.0.0.tgz", "integrity": "sha512-Qr3TosvguFt8ePWqsvRfrKyQXIiW+nGbYpy8XK24NQHE83caxWt+mIymTT19DGFbNWNLfEwsrkSmN64lVWB9ag==", + "dev": true, "requires": { "randombytes": "^2.1.0" } @@ -21519,7 +9144,8 @@ "source-map": { "version": "0.6.1", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz", - "integrity": "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==" + "integrity": "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==", + "dev": true } } }, @@ -21840,8 +9466,12 @@ "typedarray": { "version": "0.0.6", "resolved": "https://registry.npmjs.org/typedarray/-/typedarray-0.0.6.tgz", - "integrity": "sha1-hnrHTjhkGHsdPUfZlqeOxciDB3c=", - "dev": true + "integrity": "sha1-hnrHTjhkGHsdPUfZlqeOxciDB3c=" + }, + "typedarray-to-buffer": { + "version": "1.0.4", + "resolved": "https://registry.npmjs.org/typedarray-to-buffer/-/typedarray-to-buffer-1.0.4.tgz", + "integrity": "sha1-m7i6DoQfs/TPH+fCRenz+opf6Zw=" }, "typescript": { "version": "4.3.5", @@ -21980,6 +9610,7 @@ "version": "4.4.1", "resolved": "https://registry.npmjs.org/uri-js/-/uri-js-4.4.1.tgz", "integrity": "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==", + "dev": true, "requires": { "punycode": "^2.1.0" } @@ -22092,6 +9723,7 @@ "version": "2.2.0", "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.2.0.tgz", "integrity": "sha512-up4YAn/XHgZHIxFBVCdlMiWDj6WaLKpwVeGQk2I5thdYxF/KmF0aaz6TfJZ/hfl1h/XlcDr7k1KH7ThDagpFaA==", + "dev": true, "requires": { "glob-to-regexp": "^0.4.1", "graceful-fs": "^4.1.2" @@ -22101,6 +9733,7 @@ "version": "5.42.0", "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.42.0.tgz", "integrity": "sha512-Ln8HL0F831t1x/yPB/qZEUVmZM4w9BnHZ1EQD/sAUHv8m22hthoPniWTXEzFMh/Sf84mhrahut22TX5KxWGuyQ==", + "dev": true, "requires": { "@types/eslint-scope": "^3.7.0", "@types/estree": "^0.0.48", @@ -22130,12 +9763,14 @@ "acorn": { "version": "8.4.1", "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.4.1.tgz", - "integrity": "sha512-asabaBSkEKosYKMITunzX177CXxQ4Q8BSSzMTKD+FefUhipQC70gfW5SiUDhYQ3vk8G+81HqQk7Fv9OXwwn9KA==" + "integrity": "sha512-asabaBSkEKosYKMITunzX177CXxQ4Q8BSSzMTKD+FefUhipQC70gfW5SiUDhYQ3vk8G+81HqQk7Fv9OXwwn9KA==", + "dev": true }, "schema-utils": { "version": "3.0.0", "resolved": "https://registry.npmjs.org/schema-utils/-/schema-utils-3.0.0.tgz", "integrity": "sha512-6D82/xSzO094ajanoOSbe4YvXWMfn2A//8Y1+MUqFAJul5Bs+yn36xbK9OtNDcRVSBJ9jjeoXftM6CfztsjOAA==", + "dev": true, "requires": { "@types/json-schema": "^7.0.6", "ajv": "^6.12.5", @@ -22196,6 +9831,7 @@ "version": "2.3.0", "resolved": "https://registry.npmjs.org/webpack-sources/-/webpack-sources-2.3.0.tgz", "integrity": "sha512-WyOdtwSvOML1kbgtXbTDnEW0jkJ7hZr/bDByIwszhWd/4XX1A3XMkrbFMsuH4+/MfLlZCUzlAdg4r7jaGKEIgQ==", + "dev": true, "requires": { "source-list-map": "^2.0.1", "source-map": "^0.6.1" @@ -22204,7 +9840,8 @@ "source-map": { "version": "0.6.1", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz", - "integrity": "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==" + "integrity": "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==", + "dev": true } } }, @@ -22355,15 +9992,13 @@ "wrappy": { "version": "1.0.2", "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", - "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=", - "dev": true + "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=" }, "ws": { "version": "7.4.6", "resolved": "https://registry.npmjs.org/ws/-/ws-7.4.6.tgz", "integrity": "sha512-YmhHDO4MzaDLB+M9ym/mDA5z0naX8j7SIlT8f8z+I0VtzsRbekxEutHSme7NPS2qE8StCYQNUnfWdXta/Yu85A==", - "dev": true, - "requires": {} + "dev": true }, "xtend": { "version": "4.0.2", @@ -22443,7 +10078,8 @@ "yocto-queue": { "version": "0.1.0", "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==" + "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", + "dev": true } } } diff --git a/dash/dash-renderer/package.json b/dash/dash-renderer/package.json index 8a99ddd753..422f3c063e 100644 --- a/dash/dash-renderer/package.json +++ b/dash/dash-renderer/package.json @@ -23,6 +23,9 @@ "dependencies": { "@babel/polyfill": "^7.12.1", "@plotly/dash-component-plugins": "^1.2.0", + "browserify-fs": "^1.0.0", + "browserify-zlib": "^0.2.0", + "buffer": "^6.0.3", "cookie": "^0.4.1", "cytoscape": "^3.19.0", "cytoscape-dagre": "^2.3.2", @@ -31,6 +34,7 @@ "fast-isnumeric": "^1.1.4", "node-polyfill-webpack-plugin": "^1.1.4", "parquetjs-lite": "^0.8.7", + "path-browserify": "^1.0.1", "prop-types": "15.7.2", "radium": "^0.26.1", "ramda": "^0.27.1", @@ -42,7 +46,8 @@ "redux": "^4.1.0", "redux-actions": "^2.6.5", "redux-thunk": "^2.3.0", - "regenerator-runtime": "^0.13.7" + "regenerator-runtime": "^0.13.7", + "stream-browserify": "^3.0.0" }, "devDependencies": { "@babel/cli": "^7.14.5", diff --git a/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts b/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts index c26061fd2c..84d2f14abb 100644 --- a/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts +++ b/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts @@ -1,5 +1,5 @@ -// import parquet from 'parquetjs'; -// import { Buffer } from 'buffer/'; +const parquet = require('parquetjs-lite'); +import {Buffer} from 'buffer/'; /* WARNING! UNTESTED CODE!!! @@ -15,58 +15,58 @@ const fromParquet = async (_parquetFile: string) => { const records: any[] = []; - // const parquetData = Buffer.from(atob(parquetFile)); - // const reader = await parquet.ParquetReader.openBuffer(parquetData); - // console.log(reader) - // const cursor = reader.getCursor(); - // let record = null; - // do { - // record = await cursor.next(); - // records.push(record); - // } while (record); - // reader.close(); + const parquetData = Buffer.from(atob(_parquetFile)); + const reader = await parquet.ParquetReader.openBuffer(parquetData); + console.log(reader); + const cursor = reader.getCursor(); + let record = null; + do { + record = await cursor.next(); + records.push(record); + } while (record); + reader.close(); return records; }; -// const transformPromise = ( -// t: { -// _transform: ( -// arg0: any, -// arg1: any, -// arg2: (error: any, data: any) => void -// ) => void; -// }, -// d: any, -// e: any -// ) => { -// new Promise((resolve, reject) => { -// t._transform(d, e, (error: any, data: unknown) => { -// if (!error) resolve(data); -// else reject(); -// }); -// }); -// }; +const transformPromise = ( + t: { + _transform: ( + arg0: any, + arg1: any, + arg2: (error: any, data: any) => void + ) => void; + }, + d: any, + e: any +) => { + new Promise((resolve, reject) => { + t._transform(d, e, (error: any, data: unknown) => { + if (!error) resolve(data); + else reject(); + }); + }); +}; -// const flushPromise = (t: { -// _flush: (arg0: (error: any, data: any) => void) => void; -// }) => -// new Promise((resolve, reject) => -// t._flush((error: any, data: string) => { -// if (!error) resolve(btoa(data)); -// else reject(); -// }) -// ); +const flushPromise = (t: { + _flush: (arg0: (error: any, data: any) => void) => void; +}) => + new Promise((resolve, reject) => + t._flush((error: any, data: string) => { + if (!error) resolve(btoa(data)); + else reject(); + }) + ); const toParquet = async (_records: any, _engine: any) => { - // const schema = {}, - // opts = {}; - // const transformer = new parquet.ParquetTransformer(schema, opts); - // await Promise.allSettled( - // records.map((record: any) => - // transformPromise(transformer, record, 'utf-8') - // ) - // ); - // return await flushPromise(transformer); + const schema = {}, + opts = {}; + const transformer = new parquet.ParquetTransformer(schema, opts); + await Promise.allSettled( + _records.map((record: any) => + transformPromise(transformer, record, 'utf-8') + ) + ); + return await flushPromise(transformer); }; export default { diff --git a/dash/dash-renderer/webpack.base.config.js b/dash/dash-renderer/webpack.base.config.js index 0952601440..410d041203 100644 --- a/dash/dash-renderer/webpack.base.config.js +++ b/dash/dash-renderer/webpack.base.config.js @@ -5,6 +5,12 @@ const packagejson = require('./package.json'); const dashLibraryName = packagejson.name.replace(/-/g, '_'); const defaults = { + plugins: [ + new webpack.ProvidePlugin({ + Buffer: ['buffer', 'Buffer'], + process: 'process/browser', + }), + ], module: { rules: [ { @@ -30,7 +36,14 @@ const defaults = { ] }, resolve: { - extensions: ['.js', '.ts', '.tsx'] + extensions: ['.js', '.ts', '.tsx'], + alias: { + zlib: require.resolve('browserify-zlib'), + stream: require.resolve('stream-browserify'), + fs: require.resolve('browserify-fs'), + path: require.resolve('path-browserify'), + buffer: require.resolve('buffer'), + }, } }; From 77cec9e40d314e47c2afe92fd2f72e8b0d091d4c Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 19 Oct 2021 11:10:29 -0400 Subject: [PATCH 20/41] feat: clean up codes and prepare for PR review --- dash/_dash_serializer.py | 27 +++++----- dash/dash-renderer/src/actions/callbacks.ts | 8 ++- dash/dash-renderer/src/reducers/layout.js | 10 ++-- .../serializers/dataframe/dict.dataframe.js | 14 ----- dash/dash-renderer/src/serializers/index.js | 53 +++++++------------ .../fastparquet.ts} | 12 ----- .../src/serializers/pd.dataframe/index.js | 16 ++++++ .../pyarrow.ts} | 2 +- .../src/serializers/pd.dataframe/to_dict.js | 15 ++++++ 9 files changed, 74 insertions(+), 83 deletions(-) delete mode 100644 dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js rename dash/dash-renderer/src/serializers/{dataframe/fastparquet.dataframe.ts => pd.dataframe/fastparquet.ts} (51%) create mode 100644 dash/dash-renderer/src/serializers/pd.dataframe/index.js rename dash/dash-renderer/src/serializers/{dataframe/pyarrow.dataframe.ts => pd.dataframe/pyarrow.ts} (95%) create mode 100644 dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 0edde2d8d9..57c590a56b 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -17,15 +17,13 @@ PROP_VALUE = "__value" PROP_ENGINE = "__engine" - -class NotSerializable(Exception): - pass +NotSerializable = Exception("NotSerializable") class DataFrameSerializer: @classmethod def __serialize_using_fastparquet(cls, df): - outputPath = tempfile.NamedTemporaryFile("w") + outputPath = tempfile.NamedTemporaryFile("w").name df.to_parquet( outputPath, compression="gzip", engine="fastparquet" ) # TODO: check https://pandas.pydata.org/pandas-docs/dev/reference/api/pandas.DataFrame.to_parquet.html @@ -44,10 +42,11 @@ def pyarrow_table_to_bytes(cls, table: pa.Table) -> bytes: byteData = cast(bytes, sink.getvalue().to_pybytes()) return base64.b64encode(byteData).decode("utf-8") - def __serialize_using_pyarrow(self, df, useFile=False, useParquetFormat=False): + @classmethod + def __serialize_using_pyarrow(cls, df, useFile=False, useParquetFormat=False): if not useParquetFormat: table = pa.Table.from_pandas(df) - return self.pyarrow_table_to_bytes(table) + return DataFrameSerializer.pyarrow_table_to_bytes(table) elif useFile: outputPath = tempfile.NamedTemporaryFile("w") df.to_parquet(outputPath, compression="gzip", engine="pyarrow") @@ -60,11 +59,12 @@ def __serialize_using_pyarrow(self, df, useFile=False, useParquetFormat=False): ret_buffer = df.to_parquet(compression="gzip", engine="pyarrow") return base64.b64encode(ret_buffer).decode("utf-8") - def serialize(self, prop, engine="fastparquet"): + @classmethod + def serialize(cls, prop, engine="fastparquet"): if engine == "fastparquet": - serialized_value = self.__serialize_using_fastparquet(prop) + serialized_value = DataFrameSerializer.__serialize_using_fastparquet(prop) elif engine == "pyarrow": - serialized_value = self.__serialize_using_pyarrow(prop) + serialized_value = DataFrameSerializer.__serialize_using_pyarrow(prop) else: serialized_value = { "records": prop.to_dict("records"), @@ -97,10 +97,9 @@ def __serialize_value(cls, prop): return serializeFn() if isinstance(prop, pd.DataFrame): - serializer = DataFrameSerializer() # return serializer.serialize(prop, engine="pyarrow") - return serializer.serialize(prop, engine="to_dict") - return NotSerializable() + return DataFrameSerializer.serialize(prop, engine="to_dict") + return NotSerializable @classmethod def __deserialize_value(cls, prop): @@ -115,7 +114,7 @@ def __deserialize_value(cls, prop): else None ) if _type == "pd.DataFrame": - return DataFrameSerializer().deserialize(jsonObj) + return DataFrameSerializer.deserialize(jsonObj) return prop @classmethod @@ -133,7 +132,7 @@ def deserialize(cls, obj): @classmethod def serialize(cls, obj): result = DashSerializer.__serialize_value(obj) - if not isinstance(result, NotSerializable): + if result == NotSerializable: return result # Plotly diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index f65c763d93..f93dd29ad6 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -31,7 +31,7 @@ import {urlBase} from './utils'; import {getCSRFHeader} from '.'; import {createAction, Action} from 'redux-actions'; import {addHttpHeaders} from '../actions'; -import {dashSerializeValue, DASH_BOOK_KEEPER} from '../serializers'; +import {serializeValue, SERIALIZER_BOOKKEEPER} from '../serializers'; export const addBlockedCallbacks = createAction( CallbackActionType.AddBlocked @@ -150,7 +150,7 @@ function fillVals( id, property, value: (path(path_, layout) as any).props[property], - bookkeeper: (path(path_, layout) as any)[DASH_BOOK_KEEPER] + bookkeeper: (path(path_, layout) as any)[SERIALIZER_BOOKKEEPER] })), specs[i], cb.anyVals, @@ -164,9 +164,7 @@ function fillVals( } const {bookkeeper, property, value} = inputs; - // TODO: await `deserialize` as it might take time? - // TODO: consider sending partial updates only? - inputs.value = dashSerializeValue(bookkeeper?.[property] || {}, value); + inputs.value = serializeValue(bookkeeper?.[property] || {}, value); return inputs; }); diff --git a/dash/dash-renderer/src/reducers/layout.js b/dash/dash-renderer/src/reducers/layout.js index 65bc870654..e49b7d3842 100644 --- a/dash/dash-renderer/src/reducers/layout.js +++ b/dash/dash-renderer/src/reducers/layout.js @@ -1,11 +1,11 @@ import {append, assocPath, includes, lensPath, mergeRight, view} from 'ramda'; import {getAction} from '../actions/constants'; -import {createBookkeeper, DASH_BOOK_KEEPER} from '../serializers'; +import {deserializeLayout, SERIALIZER_BOOKKEEPER} from '../serializers'; const layout = (state = {}, action) => { if (action.type === getAction('SET_LAYOUT')) { - return createBookkeeper(action.payload); + return deserializeLayout(action.payload); } else if ( includes(action.type, [ 'UNDO_PROP_CHANGE', @@ -20,8 +20,10 @@ const layout = (state = {}, action) => { if (action.payload.source === 'response') { newState = assocPath( - append(DASH_BOOK_KEEPER, action.payload.itempath), - createBookkeeper({props: mergedProps})?.[DASH_BOOK_KEEPER], + append(SERIALIZER_BOOKKEEPER, action.payload.itempath), + deserializeLayout({props: mergedProps})?.[ + SERIALIZER_BOOKKEEPER + ], newState ); } diff --git a/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js b/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js deleted file mode 100644 index fb660c1735..0000000000 --- a/dash/dash-renderer/src/serializers/dataframe/dict.dataframe.js +++ /dev/null @@ -1,14 +0,0 @@ -export default class DictDataFrameSerializer { - static deserialize = value => { - const {columns, records} = value; - const columnOrders = - (records || []).length < 0 ? [] : Object.keys(records[0]); - console.log('columns = ', columns); - console.log('columnOrders = ', columnOrders); - return records; - }; - - static serialize = _value => { - return _value; - }; -} diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index 689b3cf412..88c17f0db5 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -1,31 +1,27 @@ import {type, prop} from 'ramda'; -import DataFrameSerializer from './dataframe/fastparquet.dataframe'; -import {ArrowDataFrameSerializer} from './dataframe/pyarrow.dataframe'; -import DictDataFrameSerializer from './dataframe/dict.dataframe'; +import DataFrameSerializer from './pd.dataframe'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; const PROP_ENGINE = '__engine'; +const supportedSerializers = { + 'pd.DataFrame': DataFrameSerializer +}; -export const DASH_BOOK_KEEPER = '__dash_serialized_props'; - -export const createBookkeeper = layout => { - const markedLayout = {...layout, [DASH_BOOK_KEEPER]: {}}; +export const SERIALIZER_BOOKKEEPER = '__dash_serialized_props'; +export const deserializeLayout = layout => { + const markedLayout = {...layout, [SERIALIZER_BOOKKEEPER]: {}}; const { props, props: {children} } = layout; - if (type(children) === 'Array') { + if (type(children) === 'Array') markedLayout.props.children = children.map(child => - // TODO: await `deserialize` as it might take time? - createBookkeeper(child) + deserializeLayout(child) ); - } - if (type(children) === 'Object') { - // TODO: await `deserialize` as it might take time? - markedLayout.props.children = createBookkeeper(children); - } + if (type(children) === 'Object') + markedLayout.props.children = deserializeLayout(children); Object.entries(props).forEach(([key, value]) => { if (prop(PROP_TYPE, value)) { @@ -34,20 +30,12 @@ export const createBookkeeper = layout => { [PROP_ENGINE]: engine, [PROP_VALUE]: originalValue } = value; - markedLayout[DASH_BOOK_KEEPER][key] = {type, engine}; - if (type === 'pd.DataFrame') { - // TODO: await `deserialize` as it might take time? - if (engine == 'pyarrow') { - markedLayout.props[key] = - ArrowDataFrameSerializer.deserialize(originalValue); - } else if (engine == 'fastparquet') { - markedLayout.props[key] = - DataFrameSerializer.deserialize(originalValue); - } else if (engine == 'to_dict') { - markedLayout.props[key] = - DictDataFrameSerializer.deserialize(originalValue); - } - } else markedLayout.props[key] = prop(PROP_VALUE, value); + markedLayout[SERIALIZER_BOOKKEEPER][key] = {type, engine}; + markedLayout.props[key] = + supportedSerializers[type]?.deserialize( + originalValue, + engine + ) || originalValue; } else { markedLayout.props[key] = value; } @@ -55,13 +43,12 @@ export const createBookkeeper = layout => { return markedLayout; }; -export const dashSerializeValue = async ({type, engine}, value) => { +export const serializeValue = ({type, engine}, value) => { if (!type) return value; const serializedValue = {}; serializedValue[PROP_TYPE] = type; serializedValue[PROP_ENGINE] = engine; - if (type == 'pd.DataFrame') - serializedValue[PROP_VALUE] = DictDataFrameSerializer.serialize(value); - else serializedValue[PROP_VALUE] = value; + serializedValue[PROP_VALUE] = + supportedSerializers[type]?.serialize(value, engine) || value; return JSON.stringify(serializedValue); }; diff --git a/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts similarity index 51% rename from dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts rename to dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts index 84d2f14abb..d61f7db2e2 100644 --- a/dash/dash-renderer/src/serializers/dataframe/fastparquet.dataframe.ts +++ b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts @@ -1,18 +1,6 @@ const parquet = require('parquetjs-lite'); import {Buffer} from 'buffer/'; -/* - WARNING! UNTESTED CODE!!! - - Things to test - 1. fromParquet() func - Sample input: // equivalent to to_dict("records")= [{'x': 0.0, 'y': 4.0}, {'x': 1.0, 'y': 5.0}, {'x': 2.0, 'y': 6.0}, {'x': 3.0, 'y': 7.0}] - parquetFile=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 - engine=fastparquet - - 2. toParquet() func -*/ - const fromParquet = async (_parquetFile: string) => { const records: any[] = []; const parquetData = Buffer.from(atob(_parquetFile)); diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/index.js b/dash/dash-renderer/src/serializers/pd.dataframe/index.js new file mode 100644 index 0000000000..fba3a2e004 --- /dev/null +++ b/dash/dash-renderer/src/serializers/pd.dataframe/index.js @@ -0,0 +1,16 @@ +import FastParquetDataFrameSerializer from './fastparquet'; +import ArrowDataFrameSerializer from './pyarrow'; +import DictDataFrameSerializer from './to_dict'; + +const supportedEngines = { + pyarrow: ArrowDataFrameSerializer, + fastparquet: FastParquetDataFrameSerializer, + to_dict: DictDataFrameSerializer +}; + +export default { + deserialize: (value, engine) => + supportedEngines[engine]?.deserialize(value) || value, + serialize: (value, engine) => + supportedEngines[engine]?.serialize(value) || value +}; diff --git a/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts b/dash/dash-renderer/src/serializers/pd.dataframe/pyarrow.ts similarity index 95% rename from dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts rename to dash/dash-renderer/src/serializers/pd.dataframe/pyarrow.ts index 3233373200..d126e527f0 100644 --- a/dash/dash-renderer/src/serializers/dataframe/pyarrow.dataframe.ts +++ b/dash/dash-renderer/src/serializers/pd.dataframe/pyarrow.ts @@ -25,7 +25,7 @@ export interface ArrowTableProto { columns: Uint8Array; } -export class ArrowDataFrameSerializer { +export default class ArrowDataFrameSerializer { static deserialize = (_value: string) => { // const dataBuffer: Uint8Array = new TextEncoder().encode(atob(value)); // console.log('dataBuffer = ', dataBuffer); diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js new file mode 100644 index 0000000000..0969ba5fbd --- /dev/null +++ b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js @@ -0,0 +1,15 @@ +export default class DictDataFrameSerializer { + static deserialize = value => { + return value?.records || []; + // const {columns, records} = value; + // const columnOrders = + // (records || []).length < 0 ? [] : Object.keys(records[0]); + // console.log('columns = ', columns); + // console.log('columnOrders = ', columnOrders); + // return records; + }; + + static serialize = _value => { + return _value; + }; +} From 6296a5ed9801e6f8405e6f4e31e8ac47f7b65266 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 19 Oct 2021 11:34:18 -0400 Subject: [PATCH 21/41] fix: bug fix --- dash/_dash_serializer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 57c590a56b..23945e7285 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -132,7 +132,7 @@ def deserialize(cls, obj): @classmethod def serialize(cls, obj): result = DashSerializer.__serialize_value(obj) - if result == NotSerializable: + if result != NotSerializable: return result # Plotly From 51e6cba2191ee9f9599c13f038464d7ff2f8dc16 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Wed, 20 Oct 2021 00:19:42 -0400 Subject: [PATCH 22/41] feat: changed serialization applying --- dash/_callback.py | 6 +- dash/_dash_serializer.py | 83 +++++++------------ dash/_utils.py | 3 +- .../src/serializers/pd.dataframe/to_dict.js | 2 +- dash/dash.py | 3 +- dash/development/base_component.py | 4 +- 6 files changed, 42 insertions(+), 59 deletions(-) diff --git a/dash/_callback.py b/dash/_callback.py index 434613098f..8a04830fd6 100644 --- a/dash/_callback.py +++ b/dash/_callback.py @@ -18,6 +18,7 @@ stringify_id, to_json, ) +from ._dash_serializer import DashSerializer from . import _validate @@ -180,13 +181,14 @@ def add_context(*args, **kwargs): if not isinstance(vali, NoUpdate): has_update = True id_str = stringify_id(speci["id"]) - component_ids[id_str][speci["property"]] = vali + component_ids[id_str][ + speci["property"] + ] = DashSerializer.serialize_value(vali) if not has_update: raise PreventUpdate response = {"response": component_ids, "multi": True} - try: jsonResponse = to_json(response) except TypeError: diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 23945e7285..324051aefa 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -2,7 +2,7 @@ import json from typing import cast -# from os import remove +from os import remove import random import io import tempfile @@ -12,7 +12,6 @@ srd = random.Random(0) - PROP_TYPE = "__type" PROP_VALUE = "__value" PROP_ENGINE = "__engine" @@ -24,13 +23,11 @@ class DataFrameSerializer: @classmethod def __serialize_using_fastparquet(cls, df): outputPath = tempfile.NamedTemporaryFile("w").name - df.to_parquet( - outputPath, compression="gzip", engine="fastparquet" - ) # TODO: check https://pandas.pydata.org/pandas-docs/dev/reference/api/pandas.DataFrame.to_parquet.html + df.to_parquet(outputPath, compression="gzip", engine="fastparquet") with open(outputPath, "rb") as f: buffer_val = f.read() f.close() - # remove(outputPath) + remove(outputPath) return base64.b64encode(buffer_val).decode("utf-8") @classmethod @@ -48,37 +45,36 @@ def __serialize_using_pyarrow(cls, df, useFile=False, useParquetFormat=False): table = pa.Table.from_pandas(df) return DataFrameSerializer.pyarrow_table_to_bytes(table) elif useFile: - outputPath = tempfile.NamedTemporaryFile("w") + outputPath = tempfile.NamedTemporaryFile("w").name df.to_parquet(outputPath, compression="gzip", engine="pyarrow") with open(outputPath, "rb") as f: buffer_val = f.read() f.close() - # remove(outputPath) + remove(outputPath) return base64.b64encode(buffer_val).decode("utf-8") else: ret_buffer = df.to_parquet(compression="gzip", engine="pyarrow") return base64.b64encode(ret_buffer).decode("utf-8") @classmethod - def serialize(cls, prop, engine="fastparquet"): - if engine == "fastparquet": - serialized_value = DataFrameSerializer.__serialize_using_fastparquet(prop) - elif engine == "pyarrow": - serialized_value = DataFrameSerializer.__serialize_using_pyarrow(prop) - else: - serialized_value = { - "records": prop.to_dict("records"), - "columns": prop.columns, - } + def __serialize_using_to_dict(cls, df): + return df.to_dict("records") + + @classmethod + def serialize(cls, prop, engine="to_dict"): + supportedEngines = { + "fastparquet": DataFrameSerializer.__serialize_using_fastparquet, + "pyarrow": DataFrameSerializer.__serialize_using_pyarrow, + "to_dict": DataFrameSerializer.__serialize_using_to_dict, + } return { PROP_TYPE: "pd.DataFrame", - PROP_VALUE: serialized_value, + PROP_VALUE: supportedEngines[engine](prop), PROP_ENGINE: engine, } @classmethod def deserialize(cls, prop): - # TODO: Consider partial updates? - use _id to find from file for original/full DataFrame, then apply patch only? [engine, value] = [ prop[PROP_ENGINE], prop[PROP_VALUE], @@ -91,18 +87,14 @@ def deserialize(cls, prop): class DashSerializer: @classmethod - def __serialize_value(cls, prop): - serializeFn = getattr(prop, "serialize", None) - if serializeFn: - return serializeFn() - - if isinstance(prop, pd.DataFrame): + def serialize_value(cls, value): + if isinstance(value, pd.DataFrame): # return serializer.serialize(prop, engine="pyarrow") - return DataFrameSerializer.serialize(prop, engine="to_dict") - return NotSerializable + return DataFrameSerializer.serialize(value, engine="to_dict") + return value @classmethod - def __deserialize_value(cls, prop): + def deserialize_value(cls, prop): deserializeFn = getattr(prop, "deserialize", None) if deserializeFn: return deserializeFn() @@ -122,7 +114,7 @@ def deserialize(cls, obj): props = obj if isinstance(obj, list) else [obj] return [ ( - {**prop, "value": DashSerializer.__deserialize_value(prop["value"])} + {**prop, "value": DashSerializer.deserialize_value(prop["value"])} if "value" in prop else prop ) @@ -130,24 +122,13 @@ def deserialize(cls, obj): ] @classmethod - def serialize(cls, obj): - result = DashSerializer.__serialize_value(obj) - if result != NotSerializable: - return result - - # Plotly - try: - obj = obj.to_plotly_json() - except AttributeError: - pass - - if isinstance(obj, (list, tuple)): - if obj: - # Must process list recursively even though it may be slow - return [cls.serialize(v) for v in obj] - - # Recurse into lists and dictionaries - if isinstance(obj, dict): - return {k: cls.serialize(v) for k, v in obj.items()} - - return obj + def serialize_prop(cls, component, propName): + serializeFn = getattr(component, "serialize", None) + if serializeFn: + return serializeFn() + + propValue = getattr(component, propName) + if isinstance(propValue, pd.DataFrame): + # return serializer.serialize(prop, engine="pyarrow") + return DataFrameSerializer.serialize(propValue, engine="to_dict") + return propValue diff --git a/dash/_utils.py b/dash/_utils.py index 6df161bbfe..1c147065c4 100644 --- a/dash/_utils.py +++ b/dash/_utils.py @@ -10,7 +10,6 @@ import json from functools import wraps from . import exceptions -from ._dash_serializer import DashSerializer logger = logging.getLogger() @@ -19,7 +18,7 @@ def to_json(value): # pylint: disable=import-outside-toplevel from plotly.io.json import to_json_plotly - return to_json_plotly(DashSerializer.serialize(value)) + return to_json_plotly(value) def interpolate_str(template, **data): diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js index 0969ba5fbd..1b881b109d 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js +++ b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js @@ -1,6 +1,6 @@ export default class DictDataFrameSerializer { static deserialize = value => { - return value?.records || []; + return value || []; // const {columns, records} = value; // const columnOrders = // (records || []).length < 0 ? [] : Object.keys(records[0]); diff --git a/dash/dash.py b/dash/dash.py index 8bc2c77774..82f04eb97c 100644 --- a/dash/dash.py +++ b/dash/dash.py @@ -1335,8 +1335,7 @@ def dispatch(self): msg = "Callback function not found for output '{}', perhaps you forgot to prepend the '@'?" raise KeyError(msg.format(output)) from missing_callback_function - result_data = DashSerializer.serialize(func(*args, outputs_list=outputs_list)) - response.set_data(result_data) + response.set_data(func(*args, outputs_list=outputs_list)) return response def _setup_server(self): diff --git a/dash/development/base_component.py b/dash/development/base_component.py index 4cde39805f..0184e42197 100644 --- a/dash/development/base_component.py +++ b/dash/development/base_component.py @@ -175,8 +175,10 @@ def set_random_id(self): def to_plotly_json(self): # Add normal properties + from .._dash_serializer import DashSerializer + props = { - p: getattr(self, p) + p: DashSerializer.serialize_prop(self, p) for p in self._prop_names # pylint: disable=no-member if hasattr(self, p) } From 1000d5ac64c05b37f8e245bf9ba87f818b9ff567 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Wed, 20 Oct 2021 00:27:37 -0400 Subject: [PATCH 23/41] chore: minor refactor & clean up --- dash/_callback.py | 1 + dash/_dash_serializer.py | 5 ----- dash/dash-renderer/src/serializers/index.js | 10 ++++------ .../src/serializers/pd.dataframe/to_dict.js | 15 ++------------- dash/dash.py | 1 - 5 files changed, 7 insertions(+), 25 deletions(-) diff --git a/dash/_callback.py b/dash/_callback.py index 8a04830fd6..b80a72c115 100644 --- a/dash/_callback.py +++ b/dash/_callback.py @@ -189,6 +189,7 @@ def add_context(*args, **kwargs): raise PreventUpdate response = {"response": component_ids, "multi": True} + try: jsonResponse = to_json(response) except TypeError: diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 324051aefa..31b49bee0a 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -3,21 +3,16 @@ from typing import cast from os import remove -import random import io import tempfile import pandas as pd from pandas.core.frame import DataFrame import pyarrow as pa -srd = random.Random(0) - PROP_TYPE = "__type" PROP_VALUE = "__value" PROP_ENGINE = "__engine" -NotSerializable = Exception("NotSerializable") - class DataFrameSerializer: @classmethod diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index 88c17f0db5..64b8647ffe 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -4,7 +4,7 @@ import DataFrameSerializer from './pd.dataframe'; const PROP_TYPE = '__type'; const PROP_VALUE = '__value'; const PROP_ENGINE = '__engine'; -const supportedSerializers = { +const supportedTypes = { 'pd.DataFrame': DataFrameSerializer }; @@ -32,10 +32,8 @@ export const deserializeLayout = layout => { } = value; markedLayout[SERIALIZER_BOOKKEEPER][key] = {type, engine}; markedLayout.props[key] = - supportedSerializers[type]?.deserialize( - originalValue, - engine - ) || originalValue; + supportedTypes[type]?.deserialize(originalValue, engine) || + originalValue; } else { markedLayout.props[key] = value; } @@ -49,6 +47,6 @@ export const serializeValue = ({type, engine}, value) => { serializedValue[PROP_TYPE] = type; serializedValue[PROP_ENGINE] = engine; serializedValue[PROP_VALUE] = - supportedSerializers[type]?.serialize(value, engine) || value; + supportedTypes[type]?.serialize(value, engine) || value; return JSON.stringify(serializedValue); }; diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js index 1b881b109d..2884e11228 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js +++ b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js @@ -1,15 +1,4 @@ export default class DictDataFrameSerializer { - static deserialize = value => { - return value || []; - // const {columns, records} = value; - // const columnOrders = - // (records || []).length < 0 ? [] : Object.keys(records[0]); - // console.log('columns = ', columns); - // console.log('columnOrders = ', columnOrders); - // return records; - }; - - static serialize = _value => { - return _value; - }; + static deserialize = value => value; + static serialize = value => value; } diff --git a/dash/dash.py b/dash/dash.py index 82f04eb97c..ccf1097d27 100644 --- a/dash/dash.py +++ b/dash/dash.py @@ -1334,7 +1334,6 @@ def dispatch(self): except KeyError as missing_callback_function: msg = "Callback function not found for output '{}', perhaps you forgot to prepend the '@'?" raise KeyError(msg.format(output)) from missing_callback_function - response.set_data(func(*args, outputs_list=outputs_list)) return response From 0d64649f09d12466fb0a4138b5f806c5a59d79e0 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Wed, 20 Oct 2021 07:51:04 -0400 Subject: [PATCH 24/41] chore: lint fixes --- dash/_dash_serializer.py | 6 +++--- dash/development/base_component.py | 3 +-- 2 files changed, 4 insertions(+), 5 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 31b49bee0a..2062b41a7b 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -39,7 +39,8 @@ def __serialize_using_pyarrow(cls, df, useFile=False, useParquetFormat=False): if not useParquetFormat: table = pa.Table.from_pandas(df) return DataFrameSerializer.pyarrow_table_to_bytes(table) - elif useFile: + + if useFile: outputPath = tempfile.NamedTemporaryFile("w").name df.to_parquet(outputPath, compression="gzip", engine="pyarrow") with open(outputPath, "rb") as f: @@ -76,8 +77,7 @@ def deserialize(cls, prop): ] if engine == "to_dict": return DataFrame.from_records(value) - else: - return pd.read_parquet(io.BytesIO(value), engine) + return pd.read_parquet(io.BytesIO(value), engine) class DashSerializer: diff --git a/dash/development/base_component.py b/dash/development/base_component.py index 0184e42197..d9fa8bfcb6 100644 --- a/dash/development/base_component.py +++ b/dash/development/base_component.py @@ -4,6 +4,7 @@ import uuid import random +from .._dash_serializer import DashSerializer from .._utils import patch_collections_abc, stringify_id MutableSequence = patch_collections_abc("MutableSequence") @@ -175,8 +176,6 @@ def set_random_id(self): def to_plotly_json(self): # Add normal properties - from .._dash_serializer import DashSerializer - props = { p: DashSerializer.serialize_prop(self, p) for p in self._prop_names # pylint: disable=no-member From 1ccf6db63171adf3163b2abfbf407ce91b0abcd7 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Thu, 21 Oct 2021 10:47:15 -0400 Subject: [PATCH 25/41] feat: add `columns` to serialized dataframe --- dash/_dash_serializer.py | 4 +-- dash/dash-renderer/src/actions/callbacks.ts | 8 +++-- dash/dash-renderer/src/serializers/index.js | 32 ++++++++++++------- .../src/serializers/pd.dataframe/index.js | 8 ++--- .../src/serializers/pd.dataframe/to_dict.js | 13 ++++++-- 5 files changed, 42 insertions(+), 23 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 2062b41a7b..a1433b4721 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -54,7 +54,7 @@ def __serialize_using_pyarrow(cls, df, useFile=False, useParquetFormat=False): @classmethod def __serialize_using_to_dict(cls, df): - return df.to_dict("records") + return {"records": df.to_dict("records"), "columns": df.columns} @classmethod def serialize(cls, prop, engine="to_dict"): @@ -76,7 +76,7 @@ def deserialize(cls, prop): prop[PROP_VALUE], ] if engine == "to_dict": - return DataFrame.from_records(value) + return DataFrame.from_records(value["records"], columns=value["columns"]) return pd.read_parquet(io.BytesIO(value), engine) diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index f93dd29ad6..a444f88ab1 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -149,7 +149,7 @@ function fillVals( inputList.map(({id, property, path: path_}: any) => ({ id, property, - value: (path(path_, layout) as any).props[property], + props: (path(path_, layout) as any).props, bookkeeper: (path(path_, layout) as any)[SERIALIZER_BOOKKEEPER] })), specs[i], @@ -163,8 +163,10 @@ function fillVals( errors.push(inputError); } - const {bookkeeper, property, value} = inputs; - inputs.value = serializeValue(bookkeeper?.[property] || {}, value); + const {bookkeeper, property, props} = inputs; + inputs.value = serializeValue(bookkeeper?.[property] || {}, props[property], props); + delete inputs.bookkeeper; + delete inputs.props; return inputs; }); diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index 64b8647ffe..1e085ee2c7 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -25,15 +25,7 @@ export const deserializeLayout = layout => { Object.entries(props).forEach(([key, value]) => { if (prop(PROP_TYPE, value)) { - const { - [PROP_TYPE]: type, - [PROP_ENGINE]: engine, - [PROP_VALUE]: originalValue - } = value; - markedLayout[SERIALIZER_BOOKKEEPER][key] = {type, engine}; - markedLayout.props[key] = - supportedTypes[type]?.deserialize(originalValue, engine) || - originalValue; + deserializeValue(markedLayout, key, value); } else { markedLayout.props[key] = value; } @@ -41,12 +33,28 @@ export const deserializeLayout = layout => { return markedLayout; }; -export const serializeValue = ({type, engine}, value) => { +const deserializeValue = ( + layout, + key, + {[PROP_TYPE]: type, [PROP_ENGINE]: engine, [PROP_VALUE]: originalValue} +) => { + layout[SERIALIZER_BOOKKEEPER][key] = {type, engine}; + const [val, missingProps] = supportedTypes[type]?.deserialize( + engine, + originalValue + ) || [originalValue, {}]; + layout.props[key] = val; + for (const k in missingProps) { + layout.props[k] = missingProps[k]; + } +}; + +export const serializeValue = ({type, engine}, value, props) => { if (!type) return value; const serializedValue = {}; serializedValue[PROP_TYPE] = type; serializedValue[PROP_ENGINE] = engine; serializedValue[PROP_VALUE] = - supportedTypes[type]?.serialize(value, engine) || value; - return JSON.stringify(serializedValue); + supportedTypes[type]?.serialize(engine, value, props) || value; + return serializedValue; }; diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/index.js b/dash/dash-renderer/src/serializers/pd.dataframe/index.js index fba3a2e004..b741e8ae5a 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/index.js +++ b/dash/dash-renderer/src/serializers/pd.dataframe/index.js @@ -9,8 +9,8 @@ const supportedEngines = { }; export default { - deserialize: (value, engine) => - supportedEngines[engine]?.deserialize(value) || value, - serialize: (value, engine) => - supportedEngines[engine]?.serialize(value) || value + serialize: (engine, ...args) => + supportedEngines[engine]?.serialize(args) || args, + deserialize: (engine, arg) => + supportedEngines[engine]?.deserialize(arg) || [arg] }; diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js index 2884e11228..0c3cc3872c 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js +++ b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js @@ -1,4 +1,13 @@ export default class DictDataFrameSerializer { - static deserialize = value => value; - static serialize = value => value; + static serialize = args => { + const [value, additionalProps] = args; + return { + records: value, + columns: additionalProps?.['columns']?.map(col => col.name) + }; + }; + static deserialize = value => { + const {columns, records} = value; + return [records, {columns: columns.map(col => ({name: col, id: col}))}]; + }; } From 6a22b802135d6b78d55af669bd0539b69fc3062e Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Thu, 21 Oct 2021 13:05:10 -0400 Subject: [PATCH 26/41] fix: deserialize bug --- dash/_dash_serializer.py | 44 ++++++++++++++++++++++------------------ 1 file changed, 24 insertions(+), 20 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index a1433b4721..7667780d07 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -88,20 +88,36 @@ def serialize_value(cls, value): return DataFrameSerializer.serialize(value, engine="to_dict") return value + @classmethod + def serialize_prop(cls, component, propName): + serializeFn = getattr(component, "serialize", None) + if serializeFn: + return serializeFn() + + propValue = getattr(component, propName) + if isinstance(propValue, pd.DataFrame): + # return serializer.serialize(prop, engine="pyarrow") + return DataFrameSerializer.serialize(propValue, engine="to_dict") + return propValue + @classmethod def deserialize_value(cls, prop): deserializeFn = getattr(prop, "deserialize", None) if deserializeFn: return deserializeFn() - jsonObj = json.loads(prop) if isinstance(prop, str) else prop - _type = ( - jsonObj[PROP_TYPE] - if isinstance(jsonObj, dict) and PROP_TYPE in jsonObj - else None - ) - if _type == "pd.DataFrame": - return DataFrameSerializer.deserialize(jsonObj) + try: + jsonObj = json.loads(prop) if isinstance(prop, str) else prop + _type = ( + jsonObj[PROP_TYPE] + if isinstance(jsonObj, dict) and PROP_TYPE in jsonObj + else None + ) + if _type == "pd.DataFrame": + return DataFrameSerializer.deserialize(jsonObj) + except ValueError: + pass + return prop @classmethod @@ -115,15 +131,3 @@ def deserialize(cls, obj): ) for prop in props ] - - @classmethod - def serialize_prop(cls, component, propName): - serializeFn = getattr(component, "serialize", None) - if serializeFn: - return serializeFn() - - propValue = getattr(component, propName) - if isinstance(propValue, pd.DataFrame): - # return serializer.serialize(prop, engine="pyarrow") - return DataFrameSerializer.serialize(propValue, engine="to_dict") - return propValue From 1dd0769894d42ca9636907b636db3916f86a78d5 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Thu, 21 Oct 2021 13:06:37 -0400 Subject: [PATCH 27/41] fix: lint --- dash/_dash_serializer.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 7667780d07..acc8e1abeb 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -48,9 +48,9 @@ def __serialize_using_pyarrow(cls, df, useFile=False, useParquetFormat=False): f.close() remove(outputPath) return base64.b64encode(buffer_val).decode("utf-8") - else: - ret_buffer = df.to_parquet(compression="gzip", engine="pyarrow") - return base64.b64encode(ret_buffer).decode("utf-8") + + ret_buffer = df.to_parquet(compression="gzip", engine="pyarrow") + return base64.b64encode(ret_buffer).decode("utf-8") @classmethod def __serialize_using_to_dict(cls, df): From 63826207a21fd47a52d8e4b20b3e150594f95e07 Mon Sep 17 00:00:00 2001 From: workaholicpanda <802931+workaholicpanda@users.noreply.github.com> Date: Wed, 27 Oct 2021 05:42:05 +0300 Subject: [PATCH 28/41] Two way serialization reading parquets (#9) * wip: async deserialization * feat: finish async deserialize, improve serialization with more additional/autofilled props * chore: minor refactor Co-authored-by: workaholicpanda <> --- dash/_dash_serializer.py | 28 ++++++----- dash/dash-renderer/src/actions/api.js | 4 +- dash/dash-renderer/src/actions/callbacks.ts | 15 ++++-- dash/dash-renderer/src/reducers/layout.js | 8 ++- dash/dash-renderer/src/serializers/index.js | 50 ++++++++++++++----- .../serializers/pd.dataframe/fastparquet.ts | 30 ++++++++--- .../src/serializers/pd.dataframe/to_dict.js | 37 +++++++++++--- tests/unit/dash/test_serializer.py | 16 ++++++ 8 files changed, 140 insertions(+), 48 deletions(-) create mode 100644 tests/unit/dash/test_serializer.py diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index acc8e1abeb..e9316ae03e 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -17,12 +17,12 @@ class DataFrameSerializer: @classmethod def __serialize_using_fastparquet(cls, df): - outputPath = tempfile.NamedTemporaryFile("w").name - df.to_parquet(outputPath, compression="gzip", engine="fastparquet") - with open(outputPath, "rb") as f: - buffer_val = f.read() - f.close() - remove(outputPath) + with tempfile.NamedTemporaryFile("w").name as outputPath: + df.to_parquet(outputPath, compression="gzip", engine="fastparquet") + with open(outputPath, "rb") as f: + buffer_val = f.read() + f.close() + remove(outputPath) return base64.b64encode(buffer_val).decode("utf-8") @classmethod @@ -41,12 +41,12 @@ def __serialize_using_pyarrow(cls, df, useFile=False, useParquetFormat=False): return DataFrameSerializer.pyarrow_table_to_bytes(table) if useFile: - outputPath = tempfile.NamedTemporaryFile("w").name - df.to_parquet(outputPath, compression="gzip", engine="pyarrow") - with open(outputPath, "rb") as f: - buffer_val = f.read() - f.close() - remove(outputPath) + with tempfile.NamedTemporaryFile("w").name as outputPath: + df.to_parquet(outputPath, compression="gzip", engine="pyarrow") + with open(outputPath, "rb") as f: + buffer_val = f.read() + f.close() + remove(outputPath) return base64.b64encode(buffer_val).decode("utf-8") ret_buffer = df.to_parquet(compression="gzip", engine="pyarrow") @@ -86,6 +86,7 @@ def serialize_value(cls, value): if isinstance(value, pd.DataFrame): # return serializer.serialize(prop, engine="pyarrow") return DataFrameSerializer.serialize(value, engine="to_dict") + # return DataFrameSerializer.serialize(value, engine="fastparquet") return value @classmethod @@ -97,6 +98,7 @@ def serialize_prop(cls, component, propName): propValue = getattr(component, propName) if isinstance(propValue, pd.DataFrame): # return serializer.serialize(prop, engine="pyarrow") + # return DataFrameSerializer.serialize(propValue, engine="fastparquet") return DataFrameSerializer.serialize(propValue, engine="to_dict") return propValue @@ -106,7 +108,7 @@ def deserialize_value(cls, prop): if deserializeFn: return deserializeFn() - try: + try: jsonObj = json.loads(prop) if isinstance(prop, str) else prop _type = ( jsonObj[PROP_TYPE] diff --git a/dash/dash-renderer/src/actions/api.js b/dash/dash-renderer/src/actions/api.js index 3f617d5c11..18131e9413 100644 --- a/dash/dash-renderer/src/actions/api.js +++ b/dash/dash-renderer/src/actions/api.js @@ -3,6 +3,7 @@ import {getCSRFHeader, handleAsyncError, addHttpHeaders} from '../actions'; import {urlBase} from './utils'; import {MAX_AUTH_RETRIES} from './constants'; import {JWT_EXPIRED_MESSAGE, STATUS} from '../constants/constants'; +import {deserializeLayout} from '../serializers'; /* eslint-disable-next-line no-console */ const logWarningOnce = once(console.warn); @@ -100,7 +101,8 @@ export default function apiThunk(endpoint, method, store, id, body) { } setConnectionStatus(true); if (contentType && contentType.indexOf('application/json') !== -1) { - return res.json().then(json => { + return res.json().then(async json => { + if (store == 'layoutRequest') await deserializeLayout(json); dispatch({ type: store, payload: { diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index a444f88ab1..c5df7aac88 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -31,7 +31,11 @@ import {urlBase} from './utils'; import {getCSRFHeader} from '.'; import {createAction, Action} from 'redux-actions'; import {addHttpHeaders} from '../actions'; -import {serializeValue, SERIALIZER_BOOKKEEPER} from '../serializers'; +import { + serializeValue, + SERIALIZER_BOOKKEEPER, + deserializeCbResponse +} from '../serializers'; export const addBlockedCallbacks = createAction( CallbackActionType.AddBlocked @@ -164,7 +168,11 @@ function fillVals( } const {bookkeeper, property, props} = inputs; - inputs.value = serializeValue(bookkeeper?.[property] || {}, props[property], props); + inputs.value = serializeValue( + bookkeeper?.[property] || {}, + props[property], + props + ); delete inputs.bookkeeper; delete inputs.props; return inputs; @@ -371,7 +379,7 @@ function handleServerside( } if (status === STATUS.OK) { - return res.json().then((data: any) => { + return res.json().then(async (data: any) => { const {multi, response} = data; if (hooks.request_post) { hooks.request_post(payload, response); @@ -386,6 +394,7 @@ function handleServerside( result = {[id]: response.props}; } + result = await deserializeCbResponse(result); recordProfile(result); return result; }); diff --git a/dash/dash-renderer/src/reducers/layout.js b/dash/dash-renderer/src/reducers/layout.js index e49b7d3842..5714afca53 100644 --- a/dash/dash-renderer/src/reducers/layout.js +++ b/dash/dash-renderer/src/reducers/layout.js @@ -1,11 +1,11 @@ import {append, assocPath, includes, lensPath, mergeRight, view} from 'ramda'; import {getAction} from '../actions/constants'; -import {deserializeLayout, SERIALIZER_BOOKKEEPER} from '../serializers'; +import {SERIALIZER_BOOKKEEPER} from '../serializers'; const layout = (state = {}, action) => { if (action.type === getAction('SET_LAYOUT')) { - return deserializeLayout(action.payload); + return action.payload; } else if ( includes(action.type, [ 'UNDO_PROP_CHANGE', @@ -21,9 +21,7 @@ const layout = (state = {}, action) => { if (action.payload.source === 'response') { newState = assocPath( append(SERIALIZER_BOOKKEEPER, action.payload.itempath), - deserializeLayout({props: mergedProps})?.[ - SERIALIZER_BOOKKEEPER - ], + {props: mergedProps}?.[SERIALIZER_BOOKKEEPER], newState ); } diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index 1e085ee2c7..c4ca3e3ca4 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -9,23 +9,35 @@ const supportedTypes = { }; export const SERIALIZER_BOOKKEEPER = '__dash_serialized_props'; -export const deserializeLayout = layout => { +export const deserializeCbResponse = async response => { + if (Object.keys(response).length == 1) { + return { + [Object.keys(response)[0]]: ( + await deserializeLayout({props: Object.values(response)[0]}) + ).props + }; + } else { + return (await deserializeLayout({props: response})).props; + } +}; + +export const deserializeLayout = async layout => { const markedLayout = {...layout, [SERIALIZER_BOOKKEEPER]: {}}; const { props, props: {children} } = layout; if (type(children) === 'Array') - markedLayout.props.children = children.map(child => - deserializeLayout(child) - ); + for (let index = 0; index < children.length; index++) { + children[index] = await deserializeLayout(children[index]); + } if (type(children) === 'Object') - markedLayout.props.children = deserializeLayout(children); + markedLayout.props.children = await deserializeLayout(children); - Object.entries(props).forEach(([key, value]) => { + Object.entries(props).forEach(async ([key, value]) => { if (prop(PROP_TYPE, value)) { - deserializeValue(markedLayout, key, value); + await deserializeValue(markedLayout, key, value); } else { markedLayout.props[key] = value; } @@ -33,28 +45,40 @@ export const deserializeLayout = layout => { return markedLayout; }; -const deserializeValue = ( +const deserializeValue = async ( layout, key, {[PROP_TYPE]: type, [PROP_ENGINE]: engine, [PROP_VALUE]: originalValue} ) => { - layout[SERIALIZER_BOOKKEEPER][key] = {type, engine}; - const [val, missingProps] = supportedTypes[type]?.deserialize( + const [val, missingProps] = (await supportedTypes[type]?.deserialize( engine, originalValue - ) || [originalValue, {}]; + )) || [originalValue, {}]; + layout[SERIALIZER_BOOKKEEPER][key] = { + type, + engine, + autoFilledProps: Object.keys(missingProps) + }; layout.props[key] = val; for (const k in missingProps) { layout.props[k] = missingProps[k]; } }; -export const serializeValue = ({type, engine}, value, props) => { +export const serializeValue = ( + {type, engine, autoFilledProps}, + value, + props +) => { if (!type) return value; const serializedValue = {}; serializedValue[PROP_TYPE] = type; serializedValue[PROP_ENGINE] = engine; serializedValue[PROP_VALUE] = - supportedTypes[type]?.serialize(engine, value, props) || value; + supportedTypes[type]?.serialize( + engine, + value, + autoFilledProps.map(p => ({[p]: props[p]})) + ) || value; return serializedValue; }; diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts index d61f7db2e2..a95c04f657 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts +++ b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts @@ -1,19 +1,35 @@ const parquet = require('parquetjs-lite'); import {Buffer} from 'buffer/'; +function u8array_create(data: string) { + // See https://developer.mozilla.org/en-US/docs/Web/API/btoa for why this is + // necessary. + const byte_chars = atob(data); + const byte_numbers = []; + for (let index = 0; index < byte_chars.length; index++) + byte_numbers.push(byte_chars.charCodeAt(index)); + const byte_array = new Uint8Array(byte_numbers); + return byte_array; +} + const fromParquet = async (_parquetFile: string) => { const records: any[] = []; - const parquetData = Buffer.from(atob(_parquetFile)); + const parquetData = Buffer.from(u8array_create(_parquetFile)); const reader = await parquet.ParquetReader.openBuffer(parquetData); - console.log(reader); + const schema = reader.getSchema(); + const columns = schema.fieldList.map((field: {name: string}) => ({ + name: field.name, + id: field.name + })); const cursor = reader.getCursor(); - let record = null; - do { - record = await cursor.next(); + let record = await cursor.next(); + while (record) { records.push(record); - } while (record); + record = await cursor.next(); + } reader.close(); - return records; + const result = [records, {columns}]; + return result; }; const transformPromise = ( diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js index 0c3cc3872c..0b18a77ef9 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js +++ b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js @@ -1,13 +1,38 @@ +function encodeField(key, value) { + switch (key) { + case 'columns': + return value.map(col => col.name); + default: + return value; + } +} + +function decodeField(key, value) { + switch (key) { + case 'columns': + return value.map(col => ({name: col, id: col})); + default: + return value; + } +} + export default class DictDataFrameSerializer { static serialize = args => { const [value, additionalProps] = args; - return { - records: value, - columns: additionalProps?.['columns']?.map(col => col.name) - }; + const result = {records: value}; + additionalProps.forEach(prop => { + for (const [key, value] of Object.entries(prop)) { + result[key] = encodeField(key, value); + } + }); + return result; }; static deserialize = value => { - const {columns, records} = value; - return [records, {columns: columns.map(col => ({name: col, id: col}))}]; + const {records, ...additionalProps} = value; + const result = [records]; + for (const [key, value] of Object.entries(additionalProps)) { + result.push({[key]: decodeField(key, value)}); + } + return result; }; } diff --git a/tests/unit/dash/test_serializer.py b/tests/unit/dash/test_serializer.py new file mode 100644 index 0000000000..8685ce3f56 --- /dev/null +++ b/tests/unit/dash/test_serializer.py @@ -0,0 +1,16 @@ +from dash import _dash_serializer +import base64 +import io + + +def test_data_frame_serializer_fastparquet(): + import pandas as pd + import numpy as np + + df = pd.DataFrame({"x": np.array([1, 2, 3, 4]), "y": np.array([5, 4, 3, 2])}) + serialized_df = _dash_serializer.DataFrameSerializer._DataFrameSerializer__serialize_using_fastparquet( + df + ) + df_parquet = base64.b64decode(serialized_df.encode("utf-8")) + df2 = pd.read_parquet(io.BytesIO(df_parquet)) + assert all(df == df2) From 74a14bc931c753fdb8fc51ece9b3bf3adbad0a57 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Thu, 28 Oct 2021 10:50:34 -0400 Subject: [PATCH 29/41] fix: parquets reader --- dash/_dash_serializer.py | 32 +++++++++---------- .../src/observers/executedCallbacks.ts | 16 ++++++---- dash/dash-renderer/src/reducers/layout.js | 2 +- .../serializers/pd.dataframe/fastparquet.ts | 16 +++++++++- 4 files changed, 41 insertions(+), 25 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index e9316ae03e..2a8f170678 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -17,12 +17,12 @@ class DataFrameSerializer: @classmethod def __serialize_using_fastparquet(cls, df): - with tempfile.NamedTemporaryFile("w").name as outputPath: - df.to_parquet(outputPath, compression="gzip", engine="fastparquet") - with open(outputPath, "rb") as f: - buffer_val = f.read() - f.close() - remove(outputPath) + outputPath = tempfile.NamedTemporaryFile("w").name + df.to_parquet(outputPath, compression="gzip", engine="fastparquet") + with open(outputPath, "rb") as f: + buffer_val = f.read() + f.close() + remove(outputPath) return base64.b64encode(buffer_val).decode("utf-8") @classmethod @@ -41,12 +41,12 @@ def __serialize_using_pyarrow(cls, df, useFile=False, useParquetFormat=False): return DataFrameSerializer.pyarrow_table_to_bytes(table) if useFile: - with tempfile.NamedTemporaryFile("w").name as outputPath: - df.to_parquet(outputPath, compression="gzip", engine="pyarrow") - with open(outputPath, "rb") as f: - buffer_val = f.read() - f.close() - remove(outputPath) + outputPath = tempfile.NamedTemporaryFile("w").name + df.to_parquet(outputPath, compression="gzip", engine="pyarrow") + with open(outputPath, "rb") as f: + buffer_val = f.read() + f.close() + remove(outputPath) return base64.b64encode(buffer_val).decode("utf-8") ret_buffer = df.to_parquet(compression="gzip", engine="pyarrow") @@ -85,8 +85,8 @@ class DashSerializer: def serialize_value(cls, value): if isinstance(value, pd.DataFrame): # return serializer.serialize(prop, engine="pyarrow") - return DataFrameSerializer.serialize(value, engine="to_dict") - # return DataFrameSerializer.serialize(value, engine="fastparquet") + # return DataFrameSerializer.serialize(value, engine="to_dict") + return DataFrameSerializer.serialize(value, engine="fastparquet") return value @classmethod @@ -98,8 +98,8 @@ def serialize_prop(cls, component, propName): propValue = getattr(component, propName) if isinstance(propValue, pd.DataFrame): # return serializer.serialize(prop, engine="pyarrow") - # return DataFrameSerializer.serialize(propValue, engine="fastparquet") - return DataFrameSerializer.serialize(propValue, engine="to_dict") + # return DataFrameSerializer.serialize(propValue, engine="to_dict") + return DataFrameSerializer.serialize(propValue, engine="fastparquet") return propValue @classmethod diff --git a/dash/dash-renderer/src/observers/executedCallbacks.ts b/dash/dash-renderer/src/observers/executedCallbacks.ts index e06de6a8c1..556c393dff 100644 --- a/dash/dash-renderer/src/observers/executedCallbacks.ts +++ b/dash/dash-renderer/src/observers/executedCallbacks.ts @@ -65,13 +65,15 @@ const observer: IStoreObserverDefinition = { // those components have props to update to persist user edits. const {props} = applyPersistence({props: updatedProps}, dispatch); - dispatch( - updateProps({ - itempath, - props, - source: 'response' - }) - ); + // setTimeout(() => { + dispatch( + updateProps({ + itempath, + props, + source: 'response' + }) + ); + // }, 100); return props; } diff --git a/dash/dash-renderer/src/reducers/layout.js b/dash/dash-renderer/src/reducers/layout.js index 5714afca53..82a986f88b 100644 --- a/dash/dash-renderer/src/reducers/layout.js +++ b/dash/dash-renderer/src/reducers/layout.js @@ -21,7 +21,7 @@ const layout = (state = {}, action) => { if (action.payload.source === 'response') { newState = assocPath( append(SERIALIZER_BOOKKEEPER, action.payload.itempath), - {props: mergedProps}?.[SERIALIZER_BOOKKEEPER], + mergedProps[SERIALIZER_BOOKKEEPER], newState ); } diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts index a95c04f657..d96754b208 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts +++ b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts @@ -12,6 +12,19 @@ function u8array_create(data: string) { return byte_array; } +function santizeColumnValues(s: any, r: any) { + for (const [k, v] of Object.entries(r)) { + switch (s.fields?.[k]?.primitiveType) { + case 'INT64': + r[k] = Number(v); + break; + default: + break; + } + } + return r; +} + const fromParquet = async (_parquetFile: string) => { const records: any[] = []; const parquetData = Buffer.from(u8array_create(_parquetFile)); @@ -24,11 +37,12 @@ const fromParquet = async (_parquetFile: string) => { const cursor = reader.getCursor(); let record = await cursor.next(); while (record) { + record = santizeColumnValues(schema, record); records.push(record); record = await cursor.next(); } reader.close(); - const result = [records, {columns}]; + const result = [records, { columns }]; return result; }; From 97f760bc4019ec2db3057b6677b30b2170714785 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Thu, 28 Oct 2021 17:02:29 -0400 Subject: [PATCH 30/41] fix: async deserialization --- dash/dash-renderer/src/actions/callbacks.ts | 2 +- .../src/observers/executedCallbacks.ts | 16 +++++++--------- dash/dash-renderer/src/serializers/index.js | 4 ++-- .../src/serializers/pd.dataframe/fastparquet.ts | 2 +- 4 files changed, 11 insertions(+), 13 deletions(-) diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index c5df7aac88..de1871364e 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -338,7 +338,7 @@ function handleServerside( body }) ).then( - (res: any) => { + async (res: any) => { const {status} = res; function recordProfile(result: any) { diff --git a/dash/dash-renderer/src/observers/executedCallbacks.ts b/dash/dash-renderer/src/observers/executedCallbacks.ts index 556c393dff..e06de6a8c1 100644 --- a/dash/dash-renderer/src/observers/executedCallbacks.ts +++ b/dash/dash-renderer/src/observers/executedCallbacks.ts @@ -65,15 +65,13 @@ const observer: IStoreObserverDefinition = { // those components have props to update to persist user edits. const {props} = applyPersistence({props: updatedProps}, dispatch); - // setTimeout(() => { - dispatch( - updateProps({ - itempath, - props, - source: 'response' - }) - ); - // }, 100); + dispatch( + updateProps({ + itempath, + props, + source: 'response' + }) + ); return props; } diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index c4ca3e3ca4..427f1409d0 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -35,13 +35,13 @@ export const deserializeLayout = async layout => { if (type(children) === 'Object') markedLayout.props.children = await deserializeLayout(children); - Object.entries(props).forEach(async ([key, value]) => { + for (const [key, value] of Object.entries(props)) { if (prop(PROP_TYPE, value)) { await deserializeValue(markedLayout, key, value); } else { markedLayout.props[key] = value; } - }); + } return markedLayout; }; diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts index d96754b208..1f086f6bca 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts +++ b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts @@ -42,7 +42,7 @@ const fromParquet = async (_parquetFile: string) => { record = await cursor.next(); } reader.close(); - const result = [records, { columns }]; + const result = [records, {columns}]; return result; }; From dec2bfbc06cd2d41c311c13d2b53011081b4eefc Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Thu, 28 Oct 2021 19:13:21 -0400 Subject: [PATCH 31/41] fix: make serialize value async --- dash/dash-renderer/src/actions/callbacks.ts | 21 +++++---- .../src/observers/prioritizedCallbacks.ts | 33 ++++++------- dash/dash-renderer/src/serializers/index.js | 12 +++-- .../serializers/pd.dataframe/fastparquet.ts | 47 +++++++++---------- .../src/serializers/pd.dataframe/to_dict.js | 8 ++-- 5 files changed, 61 insertions(+), 60 deletions(-) diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index de1871364e..484351109d 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -135,7 +135,7 @@ function unwrapIfNotMulti( return [idProps[0], msg]; } -function fillVals( +async function fillVals( paths: any, layout: any, cb: ICallback, @@ -147,7 +147,10 @@ function fillVals( const errors: any[] = []; let emptyMultiValues = 0; - const inputVals = getter(paths).map((inputList: any, i: number) => { + const inputVals = []; + const _paths = getter(paths); + for (let i = 0; i < _paths.length; i++) { + const inputList = _paths[i]; const [inputs, inputError] = unwrapIfNotMulti( paths, inputList.map(({id, property, path: path_}: any) => ({ @@ -168,15 +171,15 @@ function fillVals( } const {bookkeeper, property, props} = inputs; - inputs.value = serializeValue( + inputs.value = await serializeValue( bookkeeper?.[property] || {}, props[property], props ); delete inputs.bookkeeper; delete inputs.props; - return inputs; - }); + inputVals.push(inputs); + } if (errors.length) { if ( @@ -454,7 +457,7 @@ function inputsToDict(inputs_list: any) { return inputs; } -export function executeCallback( +export async function executeCallback( cb: IPrioritizedCallback, config: any, hooks: any, @@ -462,11 +465,11 @@ export function executeCallback( layout: any, {allOutputs}: any, dispatch: any -): IExecutingCallback { +): Promise { const {output, inputs, state, clientside_function} = cb.callback; try { - const inVals = fillVals(paths, layout, cb, inputs, 'Input', true); + const inVals = await fillVals(paths, layout, cb, inputs, 'Input', true); /* Prevent callback if there's no inputs */ if (inVals === null) { @@ -514,7 +517,7 @@ export function executeCallback( inputs: inVals, changedPropIds: keys(cb.changedPropIds), state: cb.callback.state.length - ? fillVals(paths, layout, cb, state, 'State') + ? await fillVals(paths, layout, cb, state, 'State') : undefined }; diff --git a/dash/dash-renderer/src/observers/prioritizedCallbacks.ts b/dash/dash-renderer/src/observers/prioritizedCallbacks.ts index 4651d41411..d61d8867b0 100644 --- a/dash/dash-renderer/src/observers/prioritizedCallbacks.ts +++ b/dash/dash-renderer/src/observers/prioritizedCallbacks.ts @@ -20,6 +20,7 @@ import isAppReady from '../actions/isAppReady'; import { IBlockedCallback, ICallback, + IExecutingCallback, ILayoutCallbackProperty, IPrioritizedCallback } from '../types/callbacks'; @@ -91,24 +92,24 @@ const observer: IStoreObserverDefinition = { ); if (pickedSyncCallbacks.length) { + const executingCallbacks: IExecutingCallback[] = []; + for (let index = 0; index < pickedSyncCallbacks.length; index++) { + const element = pickedSyncCallbacks[index]; + await executeCallback( + element, + config, + hooks, + paths, + layout, + getStash(element, paths), + dispatch + ); + } + dispatch( aggregateCallbacks([ removePrioritizedCallbacks(pickedSyncCallbacks), - addExecutingCallbacks( - map( - cb => - executeCallback( - cb, - config, - hooks, - paths, - layout, - getStash(cb, paths), - dispatch - ), - pickedSyncCallbacks - ) - ) + addExecutingCallbacks(executingCallbacks) ]) ); } @@ -149,7 +150,7 @@ const observer: IStoreObserverDefinition = { return; } - const executingCallback = executeCallback( + const executingCallback = await executeCallback( cb, config, hooks, diff --git a/dash/dash-renderer/src/serializers/index.js b/dash/dash-renderer/src/serializers/index.js index 427f1409d0..5144622d28 100644 --- a/dash/dash-renderer/src/serializers/index.js +++ b/dash/dash-renderer/src/serializers/index.js @@ -65,7 +65,7 @@ const deserializeValue = async ( } }; -export const serializeValue = ( +export const serializeValue = async ( {type, engine, autoFilledProps}, value, props @@ -74,11 +74,15 @@ export const serializeValue = ( const serializedValue = {}; serializedValue[PROP_TYPE] = type; serializedValue[PROP_ENGINE] = engine; + const additionalProps = {}; + autoFilledProps.forEach(p => { + additionalProps[p] = props[p]; + }); serializedValue[PROP_VALUE] = - supportedTypes[type]?.serialize( + (await supportedTypes[type]?.serialize( engine, value, - autoFilledProps.map(p => ({[p]: props[p]})) - ) || value; + additionalProps + )) || value; return serializedValue; }; diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts index 1f086f6bca..222158fbc0 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts +++ b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts @@ -12,7 +12,7 @@ function u8array_create(data: string) { return byte_array; } -function santizeColumnValues(s: any, r: any) { +function sanitizeColumnValues(s: any, r: any) { for (const [k, v] of Object.entries(r)) { switch (s.fields?.[k]?.primitiveType) { case 'INT64': @@ -37,54 +37,49 @@ const fromParquet = async (_parquetFile: string) => { const cursor = reader.getCursor(); let record = await cursor.next(); while (record) { - record = santizeColumnValues(schema, record); + record = sanitizeColumnValues(schema, record); records.push(record); record = await cursor.next(); } reader.close(); - const result = [records, {columns}]; + const result = [records, {columns, schema}]; return result; }; -const transformPromise = ( - t: { - _transform: ( - arg0: any, - arg1: any, - arg2: (error: any, data: any) => void - ) => void; - }, - d: any, - e: any -) => { +const transformPromise = (t: any, d: any, e: any) => new Promise((resolve, reject) => { - t._transform(d, e, (error: any, data: unknown) => { + t._transform(d, e, (error: any, data: any) => { + console.log('transformPromise', d, e, error, data); if (!error) resolve(data); - else reject(); + else reject(error); }); }); -}; -const flushPromise = (t: { - _flush: (arg0: (error: any, data: any) => void) => void; -}) => +const flushPromise = (t: any) => new Promise((resolve, reject) => t._flush((error: any, data: string) => { + console.log('flushPromise', data); if (!error) resolve(btoa(data)); else reject(); }) ); -const toParquet = async (_records: any, _engine: any) => { - const schema = {}, - opts = {}; +const toParquet = async (args: any) => { + const [records, additionalProps] = args; + console.log('you gave me this args?', args); + const schema = additionalProps.schema; + const opts = {}; const transformer = new parquet.ParquetTransformer(schema, opts); - await Promise.allSettled( - _records.map((record: any) => + const data = await Promise.allSettled( + records.map((record: any) => transformPromise(transformer, record, 'utf-8') ) ); - return await flushPromise(transformer); + console.log('Collected from transformer', data); + const result = await flushPromise(transformer); + console.log('Finished packing parquet from', transformer); + console.log('Finished packing parquet result = ', result); + return result; }; export default { diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js index 0b18a77ef9..04f89d71ff 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js +++ b/dash/dash-renderer/src/serializers/pd.dataframe/to_dict.js @@ -20,11 +20,9 @@ export default class DictDataFrameSerializer { static serialize = args => { const [value, additionalProps] = args; const result = {records: value}; - additionalProps.forEach(prop => { - for (const [key, value] of Object.entries(prop)) { - result[key] = encodeField(key, value); - } - }); + for (const [key, value] of Object.entries(additionalProps)) { + result[key] = encodeField(key, value); + } return result; }; static deserialize = value => { From 24c8a42870fefd44881bc1d6f46f1694a1b0331b Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Mon, 1 Nov 2021 09:35:10 -0400 Subject: [PATCH 32/41] fixed asyncronize issue in renderer side --- dash/dash-renderer/src/actions/callbacks.ts | 171 +++++++++--------- .../src/observers/prioritizedCallbacks.ts | 30 +-- .../serializers/pd.dataframe/fastparquet.ts | 8 +- 3 files changed, 106 insertions(+), 103 deletions(-) diff --git a/dash/dash-renderer/src/actions/callbacks.ts b/dash/dash-renderer/src/actions/callbacks.ts index 484351109d..b981e609c7 100644 --- a/dash/dash-renderer/src/actions/callbacks.ts +++ b/dash/dash-renderer/src/actions/callbacks.ts @@ -333,99 +333,105 @@ function handleServerside( const requestTime = Date.now(); const body = JSON.stringify(payload); - return fetch( - `${urlBase(config)}_dash-update-component`, - mergeDeepRight(config.fetch, { - method: 'POST', - headers: getCSRFHeader() as any, - body - }) - ).then( - async (res: any) => { - const {status} = res; - - function recordProfile(result: any) { - if (config.ui) { - // Callback profiling - only relevant if we're showing the debug ui - const resources = { - __dash_server: 0, - __dash_client: Date.now() - requestTime, - __dash_upload: body.length, - __dash_download: Number( - res.headers.get('Content-Length') - ) - } as any; - - const timingHeaders = - res.headers.get('Server-Timing') || ''; - - timingHeaders.split(',').forEach((header: any) => { - const name = header.split(';')[0]; - const dur = header.match(/;dur=[0-9.]+/); - - if (dur) { - resources[name] = Number(dur[0].slice(5)); + return new Promise((resolve, reject) => { + fetch( + `${urlBase(config)}_dash-update-component`, + mergeDeepRight(config.fetch, { + method: 'POST', + headers: getCSRFHeader() as any, + body + }) + ).then( + async (res: any) => { + const {status} = res; + + function recordProfile(result: any) { + if (config.ui) { + // Callback profiling - only relevant if we're showing the debug ui + const resources = { + __dash_server: 0, + __dash_client: Date.now() - requestTime, + __dash_upload: body.length, + __dash_download: Number( + res.headers.get('Content-Length') + ) + } as any; + + const timingHeaders = + res.headers.get('Server-Timing') || ''; + + timingHeaders.split(',').forEach((header: any) => { + const name = header.split(';')[0]; + const dur = header.match(/;dur=[0-9.]+/); + + if (dur) { + resources[name] = Number(dur[0].slice(5)); + } + }); + + dispatch( + updateResourceUsage({ + id: payload.output, + usage: resources, + status, + result, + inputs: payload.inputs, + state: payload.state + }) + ); + } + } + + if (status === STATUS.OK) { + return res.json().then(async (data: any) => { + const {multi, response} = data; + if (hooks.request_post) { + hooks.request_post(payload, response); + } + + let result; + if (multi) { + result = response; + } else { + const {output} = payload; + const id = output.substr( + 0, + output.lastIndexOf('.') + ); + result = {[id]: response.props}; } - }); + result = await deserializeCbResponse(result); + recordProfile(result); + resolve(result); + }); + } + if (status === STATUS.PREVENT_UPDATE) { + recordProfile({}); + resolve({}); + } + }, + () => { + // fetch rejection - this means the request didn't return, + // we don't get here from 400/500 errors, only network + // errors or unresponsive servers. + if (config.ui) { dispatch( updateResourceUsage({ id: payload.output, - usage: resources, - status, - result, + status: STATUS.NO_RESPONSE, + result: {}, inputs: payload.inputs, state: payload.state }) ); } - } - - if (status === STATUS.OK) { - return res.json().then(async (data: any) => { - const {multi, response} = data; - if (hooks.request_post) { - hooks.request_post(payload, response); - } - - let result; - if (multi) { - result = response; - } else { - const {output} = payload; - const id = output.substr(0, output.lastIndexOf('.')); - result = {[id]: response.props}; - } - - result = await deserializeCbResponse(result); - recordProfile(result); - return result; - }); - } - if (status === STATUS.PREVENT_UPDATE) { - recordProfile({}); - return {}; - } - throw res; - }, - () => { - // fetch rejection - this means the request didn't return, - // we don't get here from 400/500 errors, only network - // errors or unresponsive servers. - if (config.ui) { - dispatch( - updateResourceUsage({ - id: payload.output, - status: STATUS.NO_RESPONSE, - result: {}, - inputs: payload.inputs, - state: payload.state - }) + reject( + new Error('Callback failed: the server did not respond.') ); } - throw new Error('Callback failed: the server did not respond.'); - } - ); + ); + }); } function inputsToDict(inputs_list: any) { @@ -549,7 +555,6 @@ export async function executeCallback( newConfig, payload ); - if (newHeaders) { dispatch(addHttpHeaders(newHeaders)); } @@ -605,7 +610,7 @@ export async function executeCallback( const newCb = { ...cb, - executionPromise: __execute() + executionPromise: await __execute() }; return newCb; diff --git a/dash/dash-renderer/src/observers/prioritizedCallbacks.ts b/dash/dash-renderer/src/observers/prioritizedCallbacks.ts index d61d8867b0..f239330d4f 100644 --- a/dash/dash-renderer/src/observers/prioritizedCallbacks.ts +++ b/dash/dash-renderer/src/observers/prioritizedCallbacks.ts @@ -1,4 +1,4 @@ -import {find, flatten, forEach, map, partition, pluck, sort, uniq} from 'ramda'; +import {find, flatten, map, partition, pluck, sort, uniq} from 'ramda'; import {IStoreState} from '../store'; @@ -95,14 +95,16 @@ const observer: IStoreObserverDefinition = { const executingCallbacks: IExecutingCallback[] = []; for (let index = 0; index < pickedSyncCallbacks.length; index++) { const element = pickedSyncCallbacks[index]; - await executeCallback( - element, - config, - hooks, - paths, - layout, - getStash(element, paths), - dispatch + executingCallbacks.push( + await executeCallback( + element, + config, + hooks, + paths, + layout, + getStash(element, paths), + dispatch + ) ); } @@ -130,8 +132,8 @@ const observer: IStoreObserverDefinition = { addBlockedCallbacks(deferred) ]) ); - - forEach(async cb => { + for (const i in deferred) { + const cb = deferred[i]; await cb.isReady; const { @@ -159,14 +161,16 @@ const observer: IStoreObserverDefinition = { cb, dispatch ); - dispatch( aggregateCallbacks([ removeBlockedCallbacks([cb]), addExecutingCallbacks([executingCallback]) ]) ); - }, deferred); + } + // forEach(async cb => { + + // }, deferred); } }, inputs: ['callbacks.prioritized', 'callbacks.completed'] diff --git a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts index 222158fbc0..e60211f43c 100644 --- a/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts +++ b/dash/dash-renderer/src/serializers/pd.dataframe/fastparquet.ts @@ -49,7 +49,6 @@ const fromParquet = async (_parquetFile: string) => { const transformPromise = (t: any, d: any, e: any) => new Promise((resolve, reject) => { t._transform(d, e, (error: any, data: any) => { - console.log('transformPromise', d, e, error, data); if (!error) resolve(data); else reject(error); }); @@ -58,7 +57,6 @@ const transformPromise = (t: any, d: any, e: any) => const flushPromise = (t: any) => new Promise((resolve, reject) => t._flush((error: any, data: string) => { - console.log('flushPromise', data); if (!error) resolve(btoa(data)); else reject(); }) @@ -66,19 +64,15 @@ const flushPromise = (t: any) => const toParquet = async (args: any) => { const [records, additionalProps] = args; - console.log('you gave me this args?', args); const schema = additionalProps.schema; const opts = {}; const transformer = new parquet.ParquetTransformer(schema, opts); - const data = await Promise.allSettled( + await Promise.allSettled( records.map((record: any) => transformPromise(transformer, record, 'utf-8') ) ); - console.log('Collected from transformer', data); const result = await flushPromise(transformer); - console.log('Finished packing parquet from', transformer); - console.log('Finished packing parquet result = ', result); return result; }; From 54fa53465c97b759fdb974bd1f021c496edf84a1 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Mon, 1 Nov 2021 17:21:33 -0400 Subject: [PATCH 33/41] changed file open to with --- dash/_dash_serializer.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 2a8f170678..6fbc43596f 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -17,7 +17,9 @@ class DataFrameSerializer: @classmethod def __serialize_using_fastparquet(cls, df): - outputPath = tempfile.NamedTemporaryFile("w").name + with tempfile.NamedTemporaryFile("w") as temp_file: + outputPath = temp_file.name + df.to_parquet(outputPath, compression="gzip", engine="fastparquet") with open(outputPath, "rb") as f: buffer_val = f.read() @@ -41,7 +43,9 @@ def __serialize_using_pyarrow(cls, df, useFile=False, useParquetFormat=False): return DataFrameSerializer.pyarrow_table_to_bytes(table) if useFile: - outputPath = tempfile.NamedTemporaryFile("w").name + with tempfile.NamedTemporaryFile("w") as temp_file: + outputPath = temp_file.name + df.to_parquet(outputPath, compression="gzip", engine="pyarrow") with open(outputPath, "rb") as f: buffer_val = f.read() From e6ee69a704594d5297dd272a6d5e11a3bf0ba6eb Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 2 Nov 2021 06:52:28 -0400 Subject: [PATCH 34/41] fix: use to_dict for now --- dash/_dash_serializer.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/dash/_dash_serializer.py b/dash/_dash_serializer.py index 6fbc43596f..8bede7b9b1 100644 --- a/dash/_dash_serializer.py +++ b/dash/_dash_serializer.py @@ -89,8 +89,8 @@ class DashSerializer: def serialize_value(cls, value): if isinstance(value, pd.DataFrame): # return serializer.serialize(prop, engine="pyarrow") - # return DataFrameSerializer.serialize(value, engine="to_dict") - return DataFrameSerializer.serialize(value, engine="fastparquet") + return DataFrameSerializer.serialize(value, engine="to_dict") + # return DataFrameSerializer.serialize(value, engine="fastparquet") return value @classmethod @@ -102,8 +102,8 @@ def serialize_prop(cls, component, propName): propValue = getattr(component, propName) if isinstance(propValue, pd.DataFrame): # return serializer.serialize(prop, engine="pyarrow") - # return DataFrameSerializer.serialize(propValue, engine="to_dict") - return DataFrameSerializer.serialize(propValue, engine="fastparquet") + return DataFrameSerializer.serialize(propValue, engine="to_dict") + # return DataFrameSerializer.serialize(propValue, engine="fastparquet") return propValue @classmethod From 9d072abb04fc6bcc7840d0d8872aa3288f9fbd37 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 2 Nov 2021 18:05:10 -0400 Subject: [PATCH 35/41] updated package-lock files --- .../dash-core-components/package-lock.json | 8 ++- .../dash-html-components/package-lock.json | 5 +- components/dash-table/package-lock.json | 49 ++++++++++++++++--- package-lock.json | 3 ++ 4 files changed, 55 insertions(+), 10 deletions(-) diff --git a/components/dash-core-components/package-lock.json b/components/dash-core-components/package-lock.json index 6f0df2e9b3..00ee913045 100644 --- a/components/dash-core-components/package-lock.json +++ b/components/dash-core-components/package-lock.json @@ -5,7 +5,6 @@ "requires": true, "packages": { "": { - "name": "dash-core-components", "version": "2.0.0", "license": "MIT", "dependencies": { @@ -74,6 +73,8 @@ "integrity": "sha512-poegjhRvXHWO0EAsnYajwYZuqcz7gyfxwfaecUESxDujrqOivf3zrjFbub8IJkrqEaz3fvJWh001EzxBub54fg==", "dev": true, "dependencies": { + "@nicolo-ribaudo/chokidar-2": "2.1.8-no-fsevents.2", + "chokidar": "^3.4.0", "commander": "^4.0.1", "convert-source-map": "^1.1.0", "fs-readdir-recursive": "^1.1.0", @@ -3493,6 +3494,7 @@ "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", + "fsevents": "~2.3.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", @@ -3761,6 +3763,7 @@ "integrity": "sha512-7Qg2Jrep1S/+Q3EceiZtQcDPWxhAvBw+ERf1162v4sikJrvojMHFqXt8QIVha8UlH9rgU0BeWPytZ9/TzYqlUw==", "dev": true, "dependencies": { + "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^2.1.1" }, @@ -5177,7 +5180,8 @@ "esprima": "^4.0.1", "estraverse": "^4.2.0", "esutils": "^2.0.2", - "optionator": "^0.8.1" + "optionator": "^0.8.1", + "source-map": "~0.6.1" }, "bin": { "escodegen": "bin/escodegen.js", diff --git a/components/dash-html-components/package-lock.json b/components/dash-html-components/package-lock.json index 94fb69d614..bd4cdeb841 100644 --- a/components/dash-html-components/package-lock.json +++ b/components/dash-html-components/package-lock.json @@ -5,7 +5,6 @@ "requires": true, "packages": { "": { - "name": "dash-html-components", "version": "2.0.0", "license": "MIT", "dependencies": { @@ -45,6 +44,8 @@ "integrity": "sha512-poegjhRvXHWO0EAsnYajwYZuqcz7gyfxwfaecUESxDujrqOivf3zrjFbub8IJkrqEaz3fvJWh001EzxBub54fg==", "dev": true, "dependencies": { + "@nicolo-ribaudo/chokidar-2": "2.1.8-no-fsevents.2", + "chokidar": "^3.4.0", "commander": "^4.0.1", "convert-source-map": "^1.1.0", "fs-readdir-recursive": "^1.1.0", @@ -2829,6 +2830,7 @@ "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", + "fsevents": "~2.3.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", @@ -3048,6 +3050,7 @@ "integrity": "sha512-7Qg2Jrep1S/+Q3EceiZtQcDPWxhAvBw+ERf1162v4sikJrvojMHFqXt8QIVha8UlH9rgU0BeWPytZ9/TzYqlUw==", "dev": true, "dependencies": { + "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^2.1.1" }, diff --git a/components/dash-table/package-lock.json b/components/dash-table/package-lock.json index eacb4a8fab..65e14eeeaf 100644 --- a/components/dash-table/package-lock.json +++ b/components/dash-table/package-lock.json @@ -5,7 +5,6 @@ "requires": true, "packages": { "": { - "name": "dash-table", "version": "5.0.0", "license": "MIT", "devDependencies": { @@ -94,6 +93,8 @@ "integrity": "sha512-poegjhRvXHWO0EAsnYajwYZuqcz7gyfxwfaecUESxDujrqOivf3zrjFbub8IJkrqEaz3fvJWh001EzxBub54fg==", "dev": true, "dependencies": { + "@nicolo-ribaudo/chokidar-2": "2.1.8-no-fsevents.2", + "chokidar": "^3.4.0", "commander": "^4.0.1", "convert-source-map": "^1.1.0", "fs-readdir-recursive": "^1.1.0", @@ -4218,8 +4219,10 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { + "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0" + "neo-async": "^2.5.0", + "watchpack-chokidar2": "^2.0.1" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -5884,8 +5887,10 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { + "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0" + "neo-async": "^2.5.0", + "watchpack-chokidar2": "^2.0.1" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -6584,8 +6589,10 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { + "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0" + "neo-async": "^2.5.0", + "watchpack-chokidar2": "^2.0.1" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -7536,8 +7543,10 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { + "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0" + "neo-async": "^2.5.0", + "watchpack-chokidar2": "^2.0.1" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -8780,8 +8789,10 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { + "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0" + "neo-async": "^2.5.0", + "watchpack-chokidar2": "^2.0.1" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -12477,6 +12488,7 @@ "integrity": "sha512-7Qg2Jrep1S/+Q3EceiZtQcDPWxhAvBw+ERf1162v4sikJrvojMHFqXt8QIVha8UlH9rgU0BeWPytZ9/TzYqlUw==", "dev": true, "dependencies": { + "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^2.1.1" }, @@ -12648,6 +12660,7 @@ "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", + "fsevents": "~2.3.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", @@ -12875,6 +12888,7 @@ "integrity": "sha512-gnB85c3MGC7Nm9I/FkiasNBOKjOiO1RNuXXarQms37q4QMpWdlbBgD/VnOStA2faG1dpXMv31RFApjX1/QdgWQ==", "dev": true, "dependencies": { + "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^4.2.0" }, @@ -15505,7 +15519,8 @@ "esprima": "^4.0.1", "estraverse": "^5.2.0", "esutils": "^2.0.2", - "optionator": "^0.8.1" + "optionator": "^0.8.1", + "source-map": "~0.6.1" }, "bin": { "escodegen": "bin/escodegen.js", @@ -16574,6 +16589,9 @@ "resolved": "https://registry.npmjs.org/jsonfile/-/jsonfile-2.4.0.tgz", "integrity": "sha1-NzaitCi4e72gzIO1P6PWM6NcKug=", "dev": true, + "dependencies": { + "graceful-fs": "^4.1.6" + }, "optionalDependencies": { "graceful-fs": "^4.1.6" } @@ -20419,6 +20437,7 @@ "@types/node": "*", "anymatch": "^3.0.3", "fb-watchman": "^2.0.0", + "fsevents": "^2.3.2", "graceful-fs": "^4.2.4", "jest-regex-util": "^27.0.6", "jest-serializer": "^27.0.6", @@ -21852,6 +21871,7 @@ "integrity": "sha512-5dgndWOriYSm5cnYaJNhalLNDKOqFwyDB/rr1E9ZsGciGvKPs8R2xYGCacuf3z6K1YKDz182fd+fY3cn3pMqXQ==", "dev": true, "dependencies": { + "graceful-fs": "^4.1.6", "universalify": "^2.0.0" }, "optionalDependencies": { @@ -22223,6 +22243,9 @@ "resolved": "https://registry.npmjs.org/klaw/-/klaw-1.3.1.tgz", "integrity": "sha1-QIhDO0azsbolnXh4XY6W9zugJDk=", "dev": true, + "dependencies": { + "graceful-fs": "^4.1.9" + }, "optionalDependencies": { "graceful-fs": "^4.1.9" } @@ -22305,7 +22328,14 @@ "dev": true, "dependencies": { "copy-anything": "^2.0.1", + "errno": "^0.1.1", + "graceful-fs": "^4.1.2", + "image-size": "~0.5.0", + "make-dir": "^2.1.0", + "mime": "^1.4.1", + "needle": "^2.5.2", "parse-node-version": "^1.0.1", + "source-map": "~0.6.0", "tslib": "^1.10.0" }, "bin": { @@ -28847,6 +28877,9 @@ "resolved": "https://registry.npmjs.org/jsonfile/-/jsonfile-4.0.0.tgz", "integrity": "sha1-h3Gq4HmbZAdrdmQPygWPnBDjPss=", "dev": true, + "dependencies": { + "graceful-fs": "^4.1.6" + }, "optionalDependencies": { "graceful-fs": "^4.1.6" } @@ -31046,6 +31079,7 @@ "anymatch": "^2.0.0", "async-each": "^1.0.1", "braces": "^2.3.2", + "fsevents": "^1.2.7", "glob-parent": "^3.1.0", "inherits": "^2.0.3", "is-binary-path": "^1.0.0", @@ -31380,6 +31414,7 @@ "anymatch": "^2.0.0", "async-each": "^1.0.1", "braces": "^2.3.2", + "fsevents": "^1.2.7", "glob-parent": "^3.1.0", "inherits": "^2.0.3", "is-binary-path": "^1.0.0", diff --git a/package-lock.json b/package-lock.json index e890b457f6..c0f53c7b0f 100644 --- a/package-lock.json +++ b/package-lock.json @@ -3216,6 +3216,7 @@ "minimist": "^1.2.5", "neo-async": "^2.6.0", "source-map": "^0.6.1", + "uglify-js": "^3.1.4", "wordwrap": "^1.0.0" }, "bin": { @@ -3900,6 +3901,7 @@ "integrity": "sha512-5dgndWOriYSm5cnYaJNhalLNDKOqFwyDB/rr1E9ZsGciGvKPs8R2xYGCacuf3z6K1YKDz182fd+fY3cn3pMqXQ==", "dev": true, "dependencies": { + "graceful-fs": "^4.1.6", "universalify": "^2.0.0" }, "optionalDependencies": { @@ -4509,6 +4511,7 @@ "integrity": "sha512-akCrLDWfbdAWkMLBxJEeWTdNsjML+dt5YgOI4gJ53vuO0vrmYQkUPxa6j6V65s9CcePIr2SSWqjT2EcrNseryQ==", "dev": true, "dependencies": { + "encoding": "^0.1.12", "minipass": "^3.1.0", "minipass-sized": "^1.0.3", "minizlib": "^2.0.0" From f16df3df0dc7bb1f9e2903cd330c2cc798acacb3 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 2 Nov 2021 19:26:48 -0400 Subject: [PATCH 36/41] just trying --- .circleci/config.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 0ff900347b..dca8de78a7 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -313,6 +313,7 @@ jobs: PERCY_PARALLEL_TOTAL: -1 PERCY_ENABLE: 1 parallelism: 3 + resource_class: xlarge steps: - checkout: path: ~/dash @@ -422,7 +423,7 @@ jobs: PERCY_PARALLEL_TOTAL: -1 parallelism: 4 - + resource_class: xlarge steps: - checkout: path: ~/dash From 30f03e2b36689395c385e36f61120b8ae0c5d820 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 2 Nov 2021 19:58:45 -0400 Subject: [PATCH 37/41] Revert "just trying" This reverts commit f16df3df0dc7bb1f9e2903cd330c2cc798acacb3. --- .circleci/config.yml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index dca8de78a7..0ff900347b 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -313,7 +313,6 @@ jobs: PERCY_PARALLEL_TOTAL: -1 PERCY_ENABLE: 1 parallelism: 3 - resource_class: xlarge steps: - checkout: path: ~/dash @@ -423,7 +422,7 @@ jobs: PERCY_PARALLEL_TOTAL: -1 parallelism: 4 - resource_class: xlarge + steps: - checkout: path: ~/dash From 1b575554671f8157c1422af3d894cb42431fa8c4 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 2 Nov 2021 19:58:52 -0400 Subject: [PATCH 38/41] Revert "updated package-lock files" This reverts commit 9d072abb04fc6bcc7840d0d8872aa3288f9fbd37. --- .../dash-core-components/package-lock.json | 8 +-- .../dash-html-components/package-lock.json | 5 +- components/dash-table/package-lock.json | 49 +++---------------- package-lock.json | 3 -- 4 files changed, 10 insertions(+), 55 deletions(-) diff --git a/components/dash-core-components/package-lock.json b/components/dash-core-components/package-lock.json index 00ee913045..6f0df2e9b3 100644 --- a/components/dash-core-components/package-lock.json +++ b/components/dash-core-components/package-lock.json @@ -5,6 +5,7 @@ "requires": true, "packages": { "": { + "name": "dash-core-components", "version": "2.0.0", "license": "MIT", "dependencies": { @@ -73,8 +74,6 @@ "integrity": "sha512-poegjhRvXHWO0EAsnYajwYZuqcz7gyfxwfaecUESxDujrqOivf3zrjFbub8IJkrqEaz3fvJWh001EzxBub54fg==", "dev": true, "dependencies": { - "@nicolo-ribaudo/chokidar-2": "2.1.8-no-fsevents.2", - "chokidar": "^3.4.0", "commander": "^4.0.1", "convert-source-map": "^1.1.0", "fs-readdir-recursive": "^1.1.0", @@ -3494,7 +3493,6 @@ "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", - "fsevents": "~2.3.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", @@ -3763,7 +3761,6 @@ "integrity": "sha512-7Qg2Jrep1S/+Q3EceiZtQcDPWxhAvBw+ERf1162v4sikJrvojMHFqXt8QIVha8UlH9rgU0BeWPytZ9/TzYqlUw==", "dev": true, "dependencies": { - "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^2.1.1" }, @@ -5180,8 +5177,7 @@ "esprima": "^4.0.1", "estraverse": "^4.2.0", "esutils": "^2.0.2", - "optionator": "^0.8.1", - "source-map": "~0.6.1" + "optionator": "^0.8.1" }, "bin": { "escodegen": "bin/escodegen.js", diff --git a/components/dash-html-components/package-lock.json b/components/dash-html-components/package-lock.json index bd4cdeb841..94fb69d614 100644 --- a/components/dash-html-components/package-lock.json +++ b/components/dash-html-components/package-lock.json @@ -5,6 +5,7 @@ "requires": true, "packages": { "": { + "name": "dash-html-components", "version": "2.0.0", "license": "MIT", "dependencies": { @@ -44,8 +45,6 @@ "integrity": "sha512-poegjhRvXHWO0EAsnYajwYZuqcz7gyfxwfaecUESxDujrqOivf3zrjFbub8IJkrqEaz3fvJWh001EzxBub54fg==", "dev": true, "dependencies": { - "@nicolo-ribaudo/chokidar-2": "2.1.8-no-fsevents.2", - "chokidar": "^3.4.0", "commander": "^4.0.1", "convert-source-map": "^1.1.0", "fs-readdir-recursive": "^1.1.0", @@ -2830,7 +2829,6 @@ "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", - "fsevents": "~2.3.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", @@ -3050,7 +3048,6 @@ "integrity": "sha512-7Qg2Jrep1S/+Q3EceiZtQcDPWxhAvBw+ERf1162v4sikJrvojMHFqXt8QIVha8UlH9rgU0BeWPytZ9/TzYqlUw==", "dev": true, "dependencies": { - "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^2.1.1" }, diff --git a/components/dash-table/package-lock.json b/components/dash-table/package-lock.json index 65e14eeeaf..eacb4a8fab 100644 --- a/components/dash-table/package-lock.json +++ b/components/dash-table/package-lock.json @@ -5,6 +5,7 @@ "requires": true, "packages": { "": { + "name": "dash-table", "version": "5.0.0", "license": "MIT", "devDependencies": { @@ -93,8 +94,6 @@ "integrity": "sha512-poegjhRvXHWO0EAsnYajwYZuqcz7gyfxwfaecUESxDujrqOivf3zrjFbub8IJkrqEaz3fvJWh001EzxBub54fg==", "dev": true, "dependencies": { - "@nicolo-ribaudo/chokidar-2": "2.1.8-no-fsevents.2", - "chokidar": "^3.4.0", "commander": "^4.0.1", "convert-source-map": "^1.1.0", "fs-readdir-recursive": "^1.1.0", @@ -4219,10 +4218,8 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { - "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0", - "watchpack-chokidar2": "^2.0.1" + "neo-async": "^2.5.0" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -5887,10 +5884,8 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { - "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0", - "watchpack-chokidar2": "^2.0.1" + "neo-async": "^2.5.0" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -6589,10 +6584,8 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { - "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0", - "watchpack-chokidar2": "^2.0.1" + "neo-async": "^2.5.0" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -7543,10 +7536,8 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { - "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0", - "watchpack-chokidar2": "^2.0.1" + "neo-async": "^2.5.0" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -8789,10 +8780,8 @@ "integrity": "sha512-9P3MWk6SrKjHsGkLT2KHXdQ/9SNkyoJbabxnKOoJepsvJjJG8uYTR3yTPxPQvNDI3w4Nz1xnE0TLHK4RIVe/MQ==", "dev": true, "dependencies": { - "chokidar": "^3.4.1", "graceful-fs": "^4.1.2", - "neo-async": "^2.5.0", - "watchpack-chokidar2": "^2.0.1" + "neo-async": "^2.5.0" }, "optionalDependencies": { "chokidar": "^3.4.1", @@ -12488,7 +12477,6 @@ "integrity": "sha512-7Qg2Jrep1S/+Q3EceiZtQcDPWxhAvBw+ERf1162v4sikJrvojMHFqXt8QIVha8UlH9rgU0BeWPytZ9/TzYqlUw==", "dev": true, "dependencies": { - "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^2.1.1" }, @@ -12660,7 +12648,6 @@ "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", - "fsevents": "~2.3.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", @@ -12888,7 +12875,6 @@ "integrity": "sha512-gnB85c3MGC7Nm9I/FkiasNBOKjOiO1RNuXXarQms37q4QMpWdlbBgD/VnOStA2faG1dpXMv31RFApjX1/QdgWQ==", "dev": true, "dependencies": { - "colors": "^1.1.2", "object-assign": "^4.1.0", "string-width": "^4.2.0" }, @@ -15519,8 +15505,7 @@ "esprima": "^4.0.1", "estraverse": "^5.2.0", "esutils": "^2.0.2", - "optionator": "^0.8.1", - "source-map": "~0.6.1" + "optionator": "^0.8.1" }, "bin": { "escodegen": "bin/escodegen.js", @@ -16589,9 +16574,6 @@ "resolved": "https://registry.npmjs.org/jsonfile/-/jsonfile-2.4.0.tgz", "integrity": "sha1-NzaitCi4e72gzIO1P6PWM6NcKug=", "dev": true, - "dependencies": { - "graceful-fs": "^4.1.6" - }, "optionalDependencies": { "graceful-fs": "^4.1.6" } @@ -20437,7 +20419,6 @@ "@types/node": "*", "anymatch": "^3.0.3", "fb-watchman": "^2.0.0", - "fsevents": "^2.3.2", "graceful-fs": "^4.2.4", "jest-regex-util": "^27.0.6", "jest-serializer": "^27.0.6", @@ -21871,7 +21852,6 @@ "integrity": "sha512-5dgndWOriYSm5cnYaJNhalLNDKOqFwyDB/rr1E9ZsGciGvKPs8R2xYGCacuf3z6K1YKDz182fd+fY3cn3pMqXQ==", "dev": true, "dependencies": { - "graceful-fs": "^4.1.6", "universalify": "^2.0.0" }, "optionalDependencies": { @@ -22243,9 +22223,6 @@ "resolved": "https://registry.npmjs.org/klaw/-/klaw-1.3.1.tgz", "integrity": "sha1-QIhDO0azsbolnXh4XY6W9zugJDk=", "dev": true, - "dependencies": { - "graceful-fs": "^4.1.9" - }, "optionalDependencies": { "graceful-fs": "^4.1.9" } @@ -22328,14 +22305,7 @@ "dev": true, "dependencies": { "copy-anything": "^2.0.1", - "errno": "^0.1.1", - "graceful-fs": "^4.1.2", - "image-size": "~0.5.0", - "make-dir": "^2.1.0", - "mime": "^1.4.1", - "needle": "^2.5.2", "parse-node-version": "^1.0.1", - "source-map": "~0.6.0", "tslib": "^1.10.0" }, "bin": { @@ -28877,9 +28847,6 @@ "resolved": "https://registry.npmjs.org/jsonfile/-/jsonfile-4.0.0.tgz", "integrity": "sha1-h3Gq4HmbZAdrdmQPygWPnBDjPss=", "dev": true, - "dependencies": { - "graceful-fs": "^4.1.6" - }, "optionalDependencies": { "graceful-fs": "^4.1.6" } @@ -31079,7 +31046,6 @@ "anymatch": "^2.0.0", "async-each": "^1.0.1", "braces": "^2.3.2", - "fsevents": "^1.2.7", "glob-parent": "^3.1.0", "inherits": "^2.0.3", "is-binary-path": "^1.0.0", @@ -31414,7 +31380,6 @@ "anymatch": "^2.0.0", "async-each": "^1.0.1", "braces": "^2.3.2", - "fsevents": "^1.2.7", "glob-parent": "^3.1.0", "inherits": "^2.0.3", "is-binary-path": "^1.0.0", diff --git a/package-lock.json b/package-lock.json index c0f53c7b0f..e890b457f6 100644 --- a/package-lock.json +++ b/package-lock.json @@ -3216,7 +3216,6 @@ "minimist": "^1.2.5", "neo-async": "^2.6.0", "source-map": "^0.6.1", - "uglify-js": "^3.1.4", "wordwrap": "^1.0.0" }, "bin": { @@ -3901,7 +3900,6 @@ "integrity": "sha512-5dgndWOriYSm5cnYaJNhalLNDKOqFwyDB/rr1E9ZsGciGvKPs8R2xYGCacuf3z6K1YKDz182fd+fY3cn3pMqXQ==", "dev": true, "dependencies": { - "graceful-fs": "^4.1.6", "universalify": "^2.0.0" }, "optionalDependencies": { @@ -4511,7 +4509,6 @@ "integrity": "sha512-akCrLDWfbdAWkMLBxJEeWTdNsjML+dt5YgOI4gJ53vuO0vrmYQkUPxa6j6V65s9CcePIr2SSWqjT2EcrNseryQ==", "dev": true, "dependencies": { - "encoding": "^0.1.12", "minipass": "^3.1.0", "minipass-sized": "^1.0.3", "minizlib": "^2.0.0" From 3d470697b7f61c778a8b725d503ddb6efb5d089e Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Tue, 2 Nov 2021 20:02:02 -0400 Subject: [PATCH 39/41] trying to disable serialize --- dash/development/base_component.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dash/development/base_component.py b/dash/development/base_component.py index d9fa8bfcb6..51dc9b226e 100644 --- a/dash/development/base_component.py +++ b/dash/development/base_component.py @@ -177,7 +177,7 @@ def set_random_id(self): def to_plotly_json(self): # Add normal properties props = { - p: DashSerializer.serialize_prop(self, p) + p: getattr(self, p) # DashSerializer.serialize_prop(self, p) for p in self._prop_names # pylint: disable=no-member if hasattr(self, p) } From 66a37339ea3b673c968ac4444956b46393e423c5 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Mon, 15 Nov 2021 20:06:59 -0500 Subject: [PATCH 40/41] formatted code style to fix testing issue --- .../tests/test_integration.py | 15 ++++++++++----- dash/development/base_component.py | 4 ++-- 2 files changed, 12 insertions(+), 7 deletions(-) diff --git a/components/dash-html-components/tests/test_integration.py b/components/dash-html-components/tests/test_integration.py index 88aeae5491..5b318c2ee4 100644 --- a/components/dash-html-components/tests/test_integration.py +++ b/components/dash-html-components/tests/test_integration.py @@ -12,7 +12,8 @@ def test_click_simple(dash_duo): [ html.Div(id="container"), html.Button("Click", id="button", n_clicks=0), - html.Iframe(id="video", allow="fullscreen", referrerPolicy="origin"), + html.Iframe(id="video", allow="fullscreen", + referrerPolicy="origin"), ] ) @@ -37,8 +38,10 @@ def update_output(n_clicks): assert not dash_duo.get_logs() - assert dash_duo.find_element("#video").get_attribute("allow") == "fullscreen" - assert dash_duo.find_element("#video").get_attribute("referrerpolicy") == "origin" + assert dash_duo.find_element( + "#video").get_attribute("allow") == "fullscreen" + assert dash_duo.find_element("#video").get_attribute( + "referrerpolicy") == "origin" def test_click_prev(dash_duo): @@ -50,8 +53,10 @@ def test_click_prev(dash_duo): app.layout = html.Div( [ html.Div(id="container"), - html.Button("Click", id="button-1", n_clicks=0, n_clicks_timestamp=-1), - html.Button("Click", id="button-2", n_clicks=0, n_clicks_timestamp=-1), + html.Button("Click", id="button-1", + n_clicks=0, n_clicks_timestamp=-1), + html.Button("Click", id="button-2", + n_clicks=0, n_clicks_timestamp=-1), ] ) diff --git a/dash/development/base_component.py b/dash/development/base_component.py index 51dc9b226e..8b8b7c72e7 100644 --- a/dash/development/base_component.py +++ b/dash/development/base_component.py @@ -4,7 +4,6 @@ import uuid import random -from .._dash_serializer import DashSerializer from .._utils import patch_collections_abc, stringify_id MutableSequence = patch_collections_abc("MutableSequence") @@ -176,8 +175,9 @@ def set_random_id(self): def to_plotly_json(self): # Add normal properties + # DashSerializer.serialize_prop(self, p) props = { - p: getattr(self, p) # DashSerializer.serialize_prop(self, p) + p: getattr(self, p) for p in self._prop_names # pylint: disable=no-member if hasattr(self, p) } From 889a57866dd6037190cd887aaa27bebbec9466b3 Mon Sep 17 00:00:00 2001 From: workaholicpanda <> Date: Wed, 17 Nov 2021 03:21:56 -0500 Subject: [PATCH 41/41] update renderer package-lock.json --- dash/dash-renderer/package-lock.json | 5179 ++++++++++++++------------ 1 file changed, 2762 insertions(+), 2417 deletions(-) diff --git a/dash/dash-renderer/package-lock.json b/dash/dash-renderer/package-lock.json index 2bf720f987..99413807e8 100644 --- a/dash/dash-renderer/package-lock.json +++ b/dash/dash-renderer/package-lock.json @@ -78,9 +78,9 @@ } }, "node_modules/@babel/cli": { - "version": "7.16.0", - "resolved": "https://registry.npmjs.org/@babel/cli/-/cli-7.16.0.tgz", - "integrity": "sha512-WLrM42vKX/4atIoQB+eb0ovUof53UUvecb4qGjU2PDDWRiZr50ZpiV8NpcLo7iSxeGYrRG0Mqembsa+UrTAV6Q==", + "version": "7.15.7", + "resolved": "https://registry.npmjs.org/@babel/cli/-/cli-7.15.7.tgz", + "integrity": "sha512-YW5wOprO2LzMjoWZ5ZG6jfbY9JnkDxuHDwvnrThnuYtByorova/I0HNXJedrUfwuXFQfYOjcqDA4PU3qlZGZjg==", "dev": true, "dependencies": { "@nicolo-ribaudo/chokidar-2": "2.1.8-no-fsevents.3", @@ -109,41 +109,41 @@ } }, "node_modules/@babel/code-frame": { - 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