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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

1

eid

eid

Event Id

String

2

syncts

syncts

Sync Timestamp

Long

3

actor_id

actor.id

Actor Id of the event

String

4

actor_type

actor.type

Type of the actor

String

5

context_channel

context.channel

Channel Id

String

6

context_pdata_id

context.pdata.id

Producer Id

String

7

context_pdata_pid

context.pdata.pid

Producer Process Id

String

8context_pdata_vercontext.pdata.verProducer version numberString
9

context_env

context.env

Context Environment

String

10

context_sid

context.sid

Session Id

String

11

context_did

context.did

Device Id

String

12

context_cdata_type

context.cdata.type

Correlation Data Type

String

13

context_cdata_id

context.cdata.id

Correlation Data Id

Array[String]

14

object_id

object.id

Content Id

String

15

object_type

object.type

Content Type

String

16

object_version

object.ver

Content Version

String

17

tags

tags

Tags

Array[String]

18

edata_type

edata.type

Event type

String

19

edata_subtype

edata.subtype

Event subtype

String

20

edata_mode

edata.mode

START event Mode of start

String

21

edata_pageid

edata.pageid

Unique pageid

String

22

edata_uri

edata.uri

IMPRESSION event Relative URI of the content

String

23

edata_id

edata.id

Event data Id

String

24

edata_duration

edata.duration

Duration of the event

String

25

edata_index

edata.index

ASSESS event Index of the question within a content

String

26

edata_pass

edata.pass

ASSESS event Field to identify pass or fail for assessments

String

27

edata_score

edata.score

ASSESS event Assessment score

Double

28

edata_resvalues

edata.resvalues

ASSESS event Assessment results

Array[Object]

29

edata_item_id

edata.item.id

ASSESS event Assessment item id

String

30

edata_item_title

edata.item.title

ASSESS event Assessment item title

String

31

edata_item_maxscore

edata.item.maxscore

ASSESS event Assessment item max score

Double

32

edata_target_id

edata.target.id

ASSESS event Assessment item target id

String

33

edata_target_type

edata.target.type

ASSESS event Assessment item target type

String

34

edata_rating

edata.rating

FEEDBACK event Ratings

String

35

edata_comments

edata.comments

FEEDBACK event Comments

String

36

edata_dir

edata.dir

SHARE event direction

String

37

edata_items_id

edata.items.id

SHARE event shared item ids

String

38

edata_items_type

edata.items.type

SHARE item types

String

39

edata_items_origin_id

edata.items.origin.id

SHARE event source id

String

40

edata_items_origin_type

edata.items.origin.type

SHARE event source type

String

41

edata_items_to_id

edata.items.to.id

SHARE event destination id

String

42

edata_items_to_type

edata.items.to.type

SHARE event destination type

String

43

edata_state

edata.state

AUDIT event current state

String

44

edata_prevstate

edata.prevstate

AUDIT event previous state

String

45

edata_size

edata.size

SEARCH event result size

Integer

46

edata_filters_dialcodes

edata.filters.dialcodes

SEARCH event List of dialcodes

Array[String]

47edata_topnedata.topnSEARCH event topn resultsArray[Object]
48edata_visitsedata.visitsIMPRESSION event object visit detailsArray[Object]
49

device_loc_state

ldata.state

State location information for the device

String

50

device_loc_state_code

ldata.state_code

State ISO code information for the device

String

51

device_loc_city

ldata.city

City location information for the device

String

52

device_loc_country_code

ldata.country_code

Country ISO code information for the device

String

53

device_loc_country

ldata.country

Country location information for the device

String

54device_osdevice.osDevice OS nameString
55device_makedevice.makeDevice make and modelString
56device_iddevice.idPhysical device id if available from OSString
57device_memdevice.memTotal memory in mbInt
58device_idiskdevice.idiskTotal interanl diskInt
59device_ediskdevice.ediskTotal external diskInt
60device_scrndevice.scrnScreen size in inchesInt
61device_cameradevice.cameraPrimary & secondary camera specString
62device_cpudevice.cpuProcessor nameString
63device_simsdevice.simsNumber of sim cardsInt
64device_ua_specua_specUser agent spec of the browserMap
65device_first_accessfirst_accessFirst access of the deviceString
66content_namenameName of the contentString
67content_object_typeobjectTypeType of the contentString
68content_typecontentTypeType of the resourceString
69content_media_typemediaTypeType of the media of the resourceString
70content_languagelanguageList of languages in the contentArray[String]
71content_mediummeidumLanguage medium of the boardString
72content_mimetypemimeTypeMimetype of the resource in the contentString
73content_frameworkframework
String
74content_boardboardBoard of affiliationString
75content_statusstatusStatus of the content - Draft, Published etc.String
76content_mimetypes_countmimeTypesCountCount grouped by mimetypesJSON Object
77content_types_countcontentTypesCountCounts grouped by each content typeJSON Object
78content_versionversionKeyVersion of the contentDouble
79content_last_submitted_onlastSubmittedOnLast submitted date of the contentString
80content_last_published_onlastPublishedOnLast submitted date of the contentString
81user_first_namefirstnameFirst name of the userString
82user_last_namelastnameLastname of the userString
83user_grade_listgrade_listList of grades taughtArray[String]
84user_language_listlanguage_listList of languages knownArray[String]
85user_subject_listsubject_listList of subjects taughtArray[String]
86user_nameusernameUsername of the userString
87user_typeuserTypeType of userString
88user_loc_stateuser_stateState info of the userString
89user_loc_districtuser_districtDistrict info of the userString
90user_loc_blockuser_blockBlock info of the userString

Summary Events


Dimension in Druid

Field in Summary event

Description

Data Type

1

eid

eid

Event Id

String

2

ver

ver

Version

String

3

syncts

syncts

Sync timestamp

Long

4

uid

uid

User Id

String

5

context_date_range_from

context.date_range.from

Start Date for the summary

String

6

context_date_range_to

context.date_range.to

End Date for the summary

String

7

context_rollup_l1

context.rollup.l1

Context level1 rollup

String

8

context_rollup_l2

context.rollup.l2

Context level2 rollup

String

9

context_rollup_l3

context.rollup.l3

Context level3 rollup

String

10

context_rollup_l4

context.rollup.l4

Context level4 rollup

String

11

dimension_channel

dimensions.channel

Channel Id as dimension from raw telemetry

String

12

dimensions_did

dimensions.did

Device Id as dimension from raw telemetry

String

13

dimensions_pdata_id

dimensions.pdata.id

Producer Id as dimension from raw telemetry

String

14

dimensions_pdata_pid

dimensions.pdata.pid

Producer Process Id as dimension from raw telemetry

String

15

dimensions_sid

dimensions.sid

Session Id as dimension

String

16

dimensions_type

dimensions.type

Type of summary

String

17

dimensions_mode

dimensions.mode

Mode of action in the session

String

18

object_id

object.id

Content Id

String

19

object_type

object.type

Content Type

String

20

object_type

object.type

Content Type

String

21

object_version

object.ver

Content version

String

22

object_rollup_l1

object.rollup.l1

Object level1 rollup

String

23

object_rollup_l2

object.rollup.l2

Object level2 rollup

String

24

object_rollup_l3

object.rollup.l3

Object level3 rollup

String

25

object_rollup_l4

object.rollup.l4

Object level4 rollup

String

26

tags

tags

Tags attached to a summary event

Array[String]

27

edata_time_spent

edata.eks.time_spent

Time spent in the session excluding idle time

String

28

edata_time_difference

edata.eks.time_diff

Total time in a session including idle time

String

29

edata_interaction_count

edata.eks.interact_events_count

Total count of interact events in a session

Long

30

edata_summary_env

edata.eks.env_summary.env

High level env within the app

(content, domain, resources, community)

String

31

edata_env_summary_count

edata.eks.env_summary.count

Count of times the environment has been visited

Integer

32

edata_env_summary_time_spent

edata.eks.env_summary.time_spent

Time spent per env

Double

33

edata_page_summary_id

edata.eks.page_summary.id

Page id

String

34

edata_page_summary_type

edata.eks.page_summary.type

Type of page e.g. view/edit

String

35

edata_page_summary_visit_count

edata.eks.page_summary.visit_count

Number of times each page was visited

String

36

edata_page_summary_time_spent

edata.eks.page_summary.time_spent

Time taken per page

Double

37

edata_item_responses_item_id

edata.eks.item_responses.itemId

Question Id passed in the ASSESS event

String

38

edata_item_responses_time_spent

edata.eks.item_responses.timeSpent

Time spent in seconds from ASSESS event

String

39

edata_item_responses_pass

edata.eks.item_responses.pass

Pass response for a question from ASSESS event

String

40

edata_item_responses_score

edata.eks.item_responses.score

Score from ASSESS event

Array[Integer]

41

edata_item_responses_max_score

edata.eks.item_responses.maxScore

Max Score from ASSESS event

Array[Integer]

42

edata_item_responses_timestamp

edata.eks.item_responses.time_stamp

Timestamp for each response from ASSESS event

String

43

device_loc_state

ldata.state

State location information for the device

String

44

device_loc_state_code

ldata.state_code

State ISO code information for the device

String

45

device_loc_city

ldata.city

City location information for the device

String

46

device_loc_country_code

ldata.country_code

Country ISO code information for the device

String

47

device_loc_country

ldata.country

Country location information for the device

String

48device_osdevice.osDevice OS nameString
49device_makedevice.makeDevice make and modelString
50device_iddevice.idPhysical device id if available from OSString
51device_memdevice.memTotal memory in mbInt
52device_idiskdevice.idiskTotal interanl diskInt
53device_ediskdevice.ediskTotal external diskInt
54device_scrndevice.scrnScreen size in inchesInt
55device_cameradevice.cameraPrimary & secondary camera specString
56device_cpudevice.cpuProcessor nameString
57device_simsdevice.simsNumber of sim cardsInt
58device_ua_specua_specUser agent spec of the browserMap
59device_first_accessfirst_accessFirst access of the deviceString
60content_namenameName of the contentString
61content_object_typeobjectTypeType of the contentString
62content_typecontentTypeType of the resourceString
63content_media_typemediaTypeType of media of the contentString
64content_languagelanguageList of languagesArray[String]
65content_mediummediumLanguage medium of the boardString
66content_mimetypemimeTypeMimetype of the contentString
67content_frameworkframework
String
68content_boardboardBoard of affiliationString
69content_statusstatusStatus of the content - Draft, Published etc.String
70content_mimetypes_countmimeTypesCountCount grouped by mimetypesJSON Object
71content_content_types_countcontentTypesCountCounts grouped by each content typeJSON Object
72content_versionversionKeyVersion of the contentDouble
73content_last_submitted_onlastSubmittedOnLast submitted date of the contentString
74content_last_published_onlastPublishedOnLast submitted date of the contentString
75user_first_namefirstnameFirst name of the userString
76user_last_namelastnameLast name of the userString
77user_grade_listgrade_listList of grades taughtArray[String]
78user_language_listlanguage_listList of languages knownArray[String]
79user_subject_listsubject_listList of subjects taughtArray[String]
80user_nameusernameUser name of the userString
81user_typeusertypeType of the userString
82user_loc_stateuser_stateState info of the userString
83user_loc_districtuser_districtDistrict info of the userString
84user_loc_blockuser_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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