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Introduction

This wiki details the architecture of enabling reporting framework to operate at scale. It discusses the high level design problems to be solved and introduces the proposed architecture for the same. 

Key Design Problems

TBA


Reporting Architecture


Druid Architecture


Druid Data Model

Raw Telemetry


Dimension in Druid

Field in Telemetry

Description

Data Type

1etsetsEvent timestampLong
2

eid

eid

Event Id

String

3

syncts

syncts

Sync Timestamp

Long

4

actor_id

actor.id

Actor Id of the event

String

5

actor_type

actor.type

Type of the actor

String

6

context_channel

context.channel

Channel Id

String

7

context_pdata_id

context.pdata.id

Producer Id

String

8

context_pdata_pid

context.pdata.pid

Producer Process Id

String

9context_pdata_vercontext.pdata.verProducer version numberString
10

context_env

context.env

Context Environment

String

11

context_sid

context.sid

Session Id

String

12

context_did

context.did

Device Id

String

13

context_cdata_type

context.cdata.type

Correlation Data Type

Array[String]

14

context_cdata_id

context.cdata.id

Correlation Data Id

Array[String]

15

object_id

object.id

Content Id

String

16

object_type

object.type

Content Type

String

17

object_version

object.ver

Content Version

String

18

tags

tags

Tags

Array[String]

19

edata_type

edata.type

Event type

String

20

edata_subtype

edata.subtype

Event subtype

String

21

edata_mode

edata.mode

START event Mode of start

String

22

edata_pageid

edata.pageid

Unique pageid

String

23

edata_uri

edata.uri

IMPRESSION event Relative URI of the content

String

24

edata_id

edata.id

Event data Id

String

25

edata_duration

edata.duration

Duration of the event

Double

26

edata_index

edata.index

ASSESS event Index of the question within a content

String

27

edata_pass

edata.pass

ASSESS event Field to identify pass or fail for assessments

String

28

edata_score

edata.score

ASSESS event Assessment score

Double

29

edata_resvalues

edata.resvalues

ASSESS event Assessment results

Array[Object]

30

edata_item_id

edata.item.id

ASSESS event Assessment item id

String

31

edata_item_title

edata.item.title

ASSESS event Assessment item title

String

32

edata_item_maxscore

edata.item.maxscore

ASSESS event Assessment item max score

Double

33

edata_target_id

edata.target.id

ASSESS event Assessment item target id

String

34

edata_target_type

edata.target.type

ASSESS event Assessment item target type

String

35

edata_rating

edata.rating

FEEDBACK event Ratings

Integer

36

edata_comments

edata.comments

FEEDBACK event Comments

String

37

edata_dir

edata.dir

SHARE event direction

String

38

edata_items_id

edata.items.id

SHARE event shared item ids

Array[String]

39

edata_items_type

edata.items.type

SHARE item types

Array[String]

40

edata_items_origin_id

edata.items.origin.id

SHARE event source id

Array[String]

41

edata_items_origin_type

edata.items.origin.type

SHARE event source type

Array[String]

42

edata_items_to_id

edata.items.to.id

SHARE event destination id

Array[String]

43

edata_items_to_type

edata.items.to.type

SHARE event destination type

Array[String]

44

edata_state

edata.state

AUDIT event current state

String

45

edata_prevstate

edata.prevstate

AUDIT event previous state

String

46

edata_size

edata.size

SEARCH event result size

Integer

47

edata_filters_dialcodes

edata.filters.dialcodes

SEARCH event List of dialcodes

Array[String]

48edata_topn_identifieredata.topn.identifierSEARCH event topn resultsArray[String]
49edata_visits_objidedata.visits.objidIMPRESSION event unique id for object visitedArray[String]
50edata_visits_objtypeedata.visits.objtypeIMPRESSION event type of object visitedArray[String]
51edata_visits_objveredata.visits.objverIMPRESSION event version of object visitedArray[String]
52edata_visits_indexedata.visits.indexIMPRESSION event index of object within listArray[Integer]
53

device_loc_state

devicedata.state

State location information for the device

String

54

device_loc_state_code

devicedata.statecode

State ISO code information for the device

String

55

device_loc_city

devicedata.city

City location information for the device

String

56

device_loc_country_code

devicedata.countrycode

Country ISO code information for the device

String

57

device_loc_country

devicedata.country

Country location information for the device

String

58device_osdevicedata.osDevice OS nameString
59device_makedevicedata.makeDevice make and modelString
60device_iddevicedata.idPhysical device id if available from OSString
61device_memdevicedata.memTotal memory in mbInteger
62device_idiskdevicedata.idiskTotal interanl diskInteger
63device_ediskdevicedata.ediskTotal external diskInteger
64device_scrndevicedata.scrnScreen size in inchesInteger
65device_cameradevicedata.cameraPrimary & secondary camera specString
66device_cpudevicedata.cpuProcessor nameString
67device_simsdevicedata.simsNumber of sim cardsInteger
68device_uaspec_agentdevicedata.uaspec.agentUser agent of the browserString
69device_uaspec_verdevicedata.uaspec.verUser agent version of the browserString
70device_uaspec_systemdevicedata.uaspec.systemUser agent system identification of the browserString
71device_uaspec_platformdevicedata.uaspec.platformUser agent client platform of the browserString
72device_uaspec_rawdevicedata.uaspec.rawRaw user agent of the browserString
73device_first_accessdevicedata.firstaccessFirst access of the deviceDate
74content_namecontentdata.nameName of the contentString
75content_object_typecontentdata.objecttypeType of the contentString
76content_typecontentdata.contenttypeType of the resourceString
77content_media_typecontentdata.mediatypeType of the media of the resourceString
78content_languagecontentdata.languageList of languages in the contentArray[String]
79content_mediumcontentdata.mediumLanguage medium of the boardString
80content_mimetypecontentdata.mimetypeMimetype of the resource in the contentString
81content_frameworkcontentdata.framework
String
82content_boardcontentdata.boardBoard of affiliationString
83content_statuscontentdata.statusStatus of the content - Draft, Published etc.String
84content_versioncontentdata.pkgversionVersion of the contentDouble
85content_last_submitted_oncontentdata.lastsubmittedonLast submitted date of the contentDate
86content_last_published_oncontentdata.lastpublishedonLast submitted date of the contentDate
87content_last_updated_oncontentdata.lastupdatedonLast updated date of the contentDate
88user_first_nameuserdata.firstnameFirst name of the userString
89user_last_nameuserdata.lastnameLastname of the userString
90user_grade_listuserdata.gradelistList of grades taughtArray[String]
91user_language_listuserdata.languagelistList of languages knownArray[String]
92user_subject_listuserdata.subjectlistList of subjects taughtArray[String]
93user_nameuserdata.nameUsername of the userString
94user_typeuserdata.typeType of userString
95user_loc_stateuserdata.stateState info of the userString
96user_loc_districtuserdata.districtDistrict info of the userString
97user_loc_blockuserdata.blockBlock info of the userString

Summary Events


Dimension in Druid

Field in Summary event

Description

Data Type

1etsetsEvent timestampLong
2

eid

eid

Event Id

String

3

ver

ver

Version

String

4

syncts

syncts

Sync timestamp

Long

5

uid

uid

User Id

String

6

context_date_range_from

context.date_range.from

Start Date for the summary

Date

7

context_date_range_to

context.date_range.to

End Date for the summary

Date

8

context_rollup_l1

context.rollup.l1

Context level1 rollup

String

9

context_rollup_l2

context.rollup.l2

Context level2 rollup

String

10

context_rollup_l3

context.rollup.l3

Context level3 rollup

String

11

context_rollup_l4

context.rollup.l4

Context level4 rollup

String

12

dimension_channel

dimensions.channel

Channel Id as dimension from raw telemetry

String

13

dimensions_did

dimensions.did

Device Id as dimension from raw telemetry

String

14

dimensions_pdata_id

dimensions.pdata.id

Producer Id as dimension from raw telemetry

String

15

dimensions_pdata_pid

dimensions.pdata.pid

Producer Process Id as dimension from raw telemetry

String

16dimensions_pdata_verdimensions.pdata.verProducer Process Ver as dimension from raw telemetryString
17

dimensions_sid

dimensions.sid

Session Id as dimension

String

18

dimensions_type

dimensions.type

Type of summary

String

19

dimensions_mode

dimensions.mode

Mode of action in the session

String

20

object_id

object.id

Content Id

String

21

object_type

object.type

Content Type

String

22

object_type

object.type

Content Type

String

23

object_version

object.ver

Content version

String

24

object_rollup_l1

object.rollup.l1

Object level1 rollup

String

25

object_rollup_l2

object.rollup.l2

Object level2 rollup

String

26

object_rollup_l3

object.rollup.l3

Object level3 rollup

String

27

object_rollup_l4

object.rollup.l4

Object level4 rollup

String

28

tags

tags

Tags attached to a summary event

Array[String]

29

edata_time_spent

edata.eks.time_spent

Time spent in the session excluding idle time

Double

30

edata_time_difference

edata.eks.time_diff

Total time in a session including idle time

Double

31

edata_interaction_count

edata.eks.interact_events_count

Total count of interact events in a session

Long

32

edata_env_summary_env

edata.eks.env_summary.env

High level env within the app

(content, domain, resources, community)

Array[String]

33

edata_env_summary_count

edata.eks.env_summary.count

Count of times the environment has been visited

Array[Integer]

34

edata_env_summary_time_spent

edata.eks.env_summary.time_spent

Time spent per env

Array[Double]

35

edata_page_summary_id

edata.eks.page_summary.id

Page id

Array[String]

36

edata_page_summary_type

edata.eks.page_summary.type

Type of page e.g. view/edit

Array[String]

37edata_page_summary_envedata.eks.page_summary.envEnv of pageArray[String]
38

edata_page_summary_visit_count

edata.eks.page_summary.visit_count

Number of times each page was visited

Array[Integer]

39

edata_page_summary_time_spent

edata.eks.page_summary.time_spent

Time taken per page

Array[Double]

40

edata_item_responses_item_id

edata.eks.item_responses.itemId

Question Id passed in the ASSESS event

Array[String]

41

edata_item_responses_time_spent

edata.eks.item_responses.timeSpent

Time spent in seconds from ASSESS event

Array[Double]

42

edata_item_responses_pass

edata.eks.item_responses.pass

Pass response for a question from ASSESS event

Array[String]

43

edata_item_responses_score

edata.eks.item_responses.score

Score from ASSESS event

Array[Integer]

44

edata_item_responses_max_score

edata.eks.item_responses.maxScore

Max Score from ASSESS event

Array[Integer]

45

edata_item_responses_timestamp

edata.eks.item_responses.time_stamp

Timestamp for each response from ASSESS event

Array[Date]

46

device_loc_state

devicedata.state

State location information for the device

String

47

device_loc_state_code

devicedata.statecode

State ISO code information for the device

String

48

device_loc_city

devicedata.city

City location information for the device

String

49

device_loc_country_code

devicedata.countrycode

Country ISO code information for the device

String

50

device_loc_country

devicedata.country

Country location information for the device

String

51device_osdevicedata.osDevice OS nameString
52device_makedevicedata.makeDevice make and modelString
53device_iddevicedata.idPhysical device id if available from OSString
54device_memdevicedata.memTotal memory in mbInteger
55device_idiskdevicedata.idiskTotal interanl diskInteger
56device_ediskdevicedata.ediskTotal external diskInteger
57device_scrndevicedata.scrnScreen size in inchesInteger
58device_cameradevicedata.cameraPrimary & secondary camera specString
59device_cpudevicedata.cpuProcessor nameString
60device_simsdevicedata.simsNumber of sim cardsInteger
61device_uaspec_agentdevicedata.uaspec.agentUser agent of the browserString
62device_uaspec_verdevicedata.uaspec.verUser agent version of the browserString
63device_uaspec_systemdevicedata.uaspec.systemUser agent system identification of the browserString
64device_uaspec_platformdevicedata.uaspec.platformUser agent client platform of the browserString
65device_uaspec_rawdevicedata.uaspec.rawRaw user agent of the browserString
66device_first_accessdevicedata.firstaccessFirst access of the deviceDate
67content_namecontentdata.nameName of the contentString
68content_object_typecontentdata.objecttypeType of the contentString
69content_typecontentdata.contenttypeType of the resourceString
70content_media_typecontentdata.mediatypeType of media of the contentString
71content_languagecontentdata.languageList of languagesArray[String]
72content_mediumcontentdata.mediumLanguage medium of the boardString
73content_mimetypecontentdata.mimetypeMimetype of the contentString
74content_frameworkcontentdata.framework
String
75content_boardcontentdata.boardBoard of affiliationString
76content_statuscontentdata.statusStatus of the content - Draft, Published etc.String
77content_versioncontentdata.pkgversionVersion of the contentDouble
78content_last_submitted_oncontentdata.lastsubmittedonLast submitted date of the contentDate
79content_last_published_oncontentdata.lastpublishedonLast published date of the contentDate
80content_last_updated_oncontentdata.lastupdatedonLast updated date of the contentDate
81user_first_nameuserdata.firstnameFirst name of the userString
82user_last_nameuserdata.lastnameLast name of the userString
83user_grade_listuserdata.gradelistList of grades taughtArray[String]
84user_language_listuserdata.languagelistList of languages knownArray[String]
85user_subject_listuserdata.subjectlistList of subjects taughtArray[String]
86user_nameuserdata.nameUser name of the userString
87user_typeuserdata.typeType of the userString
88user_loc_stateuserdata.stateState info of the userString
89user_loc_districtuserdata.districtDistrict info of the userString
90user_loc_blockuserdata.blockBlock info of the userString
Aggregates

Granularity → DAY

Druid field name

Druid source field

Aggregate Type

total_interactions

interaction_count

SUM

total_time_spent

time_spent

SUM

total_sessionsmidCOUNT






Report JSON Spec

JSON Schema

[{
    id: String, // Required. Report ID.
    label: String, // Required. Report Label (will be shown up as menu)
    title: String, // Optional. Report title. Defaults to report label
    description: String, // Optional. Report description. HTML text can be included as description
    dataSource: String, // Required. Location of the data source to show the report. Can be an expression. For ex: /<report_id>/{{channel}}/report.json
    charts: [{ // Optional
 		datasets: [{
			data: Array[Number], // Required if `dataExpr` is not provided. Array of Number. Data points to show in the chart
			dataExpr: String, // Required if `data` is not provided. Expression pointing to the data in dataSource. For ex: {{data.noOfDownloads}}
			label: String // Required. Label to display on the chart
		}],
		labels: Array[String], // Required if `labelsExpr` is not provided. Labels to show on the x-axis
		labelsExpr: String, // Required if `labels` is not provided. Expression pointing to the data in dataSource. For ex: {{data.Date}}
		chartType: String, // Optional. Defaults to line. Available types - line, bar, radar, pie, polarArea & doughnut
		colors: [""], // Optional. Color to show for each dataset. Defaults to ["#024F9D"].
		options: { // Optional. options for display. Full set of options look at https://valor-software.com/ng2-charts/
			responsive: Boolean, // Defaults to true
			...
		}, 
		legend: Boolean // Optional. Whether to show the legend below/above the chart. Defaults to true and position to top.
    }],
    table: { // Optional
        "columns": Array[String], // Required if `columnsExpr` is not provided. Columns to show.
        "values": Array[Array[String]], // Required if `valuesExpr` is not provided. Column data.
        "columnsExpr": String, // Required if `columns` is not provided. Expression pointing to the data in dataSource. For ex: {{keys}}
        "valuesExpr": String // Required if `values` is not provided. Expression pointing to the data in dataSource. For ex: {{tableData}}
    },
    downloadUrl: String // Location to download the data as CSV
}]

Following is a example schema to show the general usage report 

{
    id: "usage",
    label: "Diksha Usage Report",
    title: "Diksha Usage Report",
    description: "The report provides a quick summary of the data analysed by the analytics team to track progess of Diksha across states. This report will be used to consolidate insights using various metrics on which Diksha is currently being mapped and will be shared on a weekly basis. The first section of the report will provide a snapshot of the overall health of the Diksha App. This will be followed by individual state sections that provide state-wise status of Diksha",
    dataSource: "/usage/$state/report.json",
    charts: [
        {
        	datasets: [{
        		dataExpr: "data.Number_of_downloads",
        		label: "# of downloads"
        	}],
        	labelsExpr: "data.Date",
            chartType: "line"
        },
        {
        	datasets: [{
        		dataExpr: "data.Number_of_succesful_scans",
        		label: "# of successful scans"
        	}],
        	labelsExpr: "data.Date",
            chartType: "bar"
        }
    ],
    table: {
        "columnsExpr": "key",
        "valuesExpr": "tableData"
    },
    downloadUrl: "<report_id>/$state/report.csv"
}



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