From ad4899839fa97411fd7c3c5a93e330a737c3ebb6 Mon Sep 17 00:00:00 2001 From: Vivek M <125434153+Vivek-M-08@users.noreply.github.com> Date: Mon, 15 Apr 2024 17:25:09 +0530 Subject: [PATCH] ED-3534:- Adoption Changes in ML service (#3983) * helm chart for ml-analytics * Update and rename values.yaml to values.j2 * Update main.yml * Update ml-analytics-service.conf * Update ml-analytics-service.conf * Delete kubernetes/helm_charts/core/ml-analytics-service/templates/NOTES.txt * Update deployment.yaml * Update deployment.yaml * Update deployment.yaml * Update values.j2 * Update deployment.yaml * Update deployment.yaml * Update ml-analytics-service.conf * Update deployment.yaml * Update ml-analytics-service.conf * Update ml-analytics-service.conf * Update ml-analytics-service.conf * Update ml-analytics-service.conf * Updated ml-analytics-service.conf * added new kafka topics for observations * Update ml-analytics-service.conf --------- Co-authored-by: raghupathi Co-authored-by: Raghupathi Guduri --- ansible/roles/stack-sunbird/defaults/main.yml | 1 + .../templates/ml-analytics-service.conf | 284 ++++++++++++++++++ .../core/ml-analytics-service/.helmignore | 23 ++ .../core/ml-analytics-service/Chart.yaml | 24 ++ .../templates/_helpers.tpl | 62 ++++ .../templates/configmap.yaml | 11 + .../templates/deployment.yaml | 41 +++ .../templates/service.yaml | 14 + .../core/ml-analytics-service/values.j2 | 21 ++ 9 files changed, 481 insertions(+) create mode 100644 ansible/roles/stack-sunbird/templates/ml-analytics-service.conf create mode 100644 kubernetes/helm_charts/core/ml-analytics-service/.helmignore create mode 100644 kubernetes/helm_charts/core/ml-analytics-service/Chart.yaml create mode 100644 kubernetes/helm_charts/core/ml-analytics-service/templates/_helpers.tpl create mode 100644 kubernetes/helm_charts/core/ml-analytics-service/templates/configmap.yaml create mode 100644 kubernetes/helm_charts/core/ml-analytics-service/templates/deployment.yaml create mode 100644 kubernetes/helm_charts/core/ml-analytics-service/templates/service.yaml create mode 100644 kubernetes/helm_charts/core/ml-analytics-service/values.j2 diff --git a/ansible/roles/stack-sunbird/defaults/main.yml b/ansible/roles/stack-sunbird/defaults/main.yml index 581f28458b..0c0a678be5 100644 --- a/ansible/roles/stack-sunbird/defaults/main.yml +++ b/ansible/roles/stack-sunbird/defaults/main.yml @@ -268,6 +268,7 @@ service_env: ml-reports-service: ../../../../ansible/roles/stack-sunbird/templates/ml-reports-service.env ml-core-service: ../../../../ansible/roles/stack-sunbird/templates/ml-core-service.env ml-projects-service: ../../../../ansible/roles/stack-sunbird/templates/ml-projects-service.env + ml-analytics-service: ../../../../ansible/roles/stack-sunbird/templates/ml-analytics-service.conf inbound: ../../../../ansible/roles/stack-sunbird/templates/inbound.env outbound: - ../../../../ansible/roles/stack-sunbird/templates/outbound.env diff --git a/ansible/roles/stack-sunbird/templates/ml-analytics-service.conf b/ansible/roles/stack-sunbird/templates/ml-analytics-service.conf new file mode 100644 index 0000000000..74799fdf4c --- /dev/null +++ b/ansible/roles/stack-sunbird/templates/ml-analytics-service.conf @@ -0,0 +1,284 @@ +[ML_APP_NAME] + +survey_app = {{ ml_survey_app_name | default('sunbirdsurvey') }} + +integrated_app = {{ ml_integrated_app_name | default('sunbird') }} + +integrated_portal = {{ ml_integrated_portal | default('dev.sunbird.portal') }} + + +[API_ENDPOINTS] + +base_url = https://{{ domain_name }}/ + + +[API_HEADERS] + +content_type = application/json + +authorization = {{ml_api_auth_token | default('sunbird_api_auth_token')}} + +internal_access_token = {{ml_api_access_token | default('ml_core_internal_access_token')}} + +authorization_access_token = {{ ml_analytics_authorization_access_token }} + +[ML_SURVEY_SERVICE_URL] + +url = http://{{private_ingressgateway_ip}}/ml-survey + +entity_related_end_point = assessment/api/v1/entities/relatedEntities/ + +user_profile_end_point = assessment/api/v1/userExtension/getProfile/ + +evidence_base_url = {{ cloud_storage_url }}/{{ ml_analytics_public_storage }}/ + + +[MONGO] + +url = mongodb://{{ml_mongodb_host | default(groups['mongo_master'][0]+':27017')}} + +database_name = {{ml_mongodb | default('ml-survey')}} + + +# ------ Mongo Collections ------- # +observation_sub_collection = observationSubmissions + +solutions_collection = solutions + +observations_collection = observations + +entity_type_collection = entityTypes + +questions_collection = questions + +criteria_collection = criteria + +entities_collection = entities + +programs_collection = programs + +user_roles_collection = userRoles + +criteria_questions_collection = criteriaQuestions + +projects_collection = projects + +survey_submissions_collection = surveySubmissions + +survey_collection = surveys + +[DRUID] + +metadata_url = http://{{groups['druid'][0]}}:8081/druid/coordinator/v1/datasources/ + +datasource_url = http://{{groups['ml-raw-broker'][0]}}:8082/druid/v2/datasources + +batch_url = http://{{groups['druid'][0]}}:8081/druid/indexer/v1/task + +metadata_rollup_url = http://{{groups['druid'][0]}}:8081/druid/coordinator/v1/datasources/ + +batch_rollup_url = http://{{groups['druid'][0]}}:8081/druid/indexer/v1/task + +urlQuery = http://{{groups['druid'][0]}}:8082/druid/v2?pretty + +sql_url = http://{{groups['ml-raw-broker'][0]}}:8082/druid/v2/sql/ + +observation_status_injestion_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type": "CloudType","uris": ["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"sl-observation-status","granularitySpec":{"type":"uniform","queryGranularity":"DAY","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"updatedAt","format":"auto"},"dimensionsSpec":{"dimensions":["status","entity_externalId","entity_id","entity_type","solution_id","solution_externalId","submission_id","entity_name","solution_name","role_title","school_name","school_code","school_externalId","state_name","state_code","state_externalId","district_name","district_code","district_externalId","block_name","block_code","block_externalId","cluster_name","cluster_code","cluster_externalId","completedDate","channel","parent_channel","program_id","program_externalId","program_name","app_name","user_id","private_program","solution_type","organisation_name","ecm_marked_na","board_name","updatedAt","organisation_id","user_type","observed_school_name","observed_school_id","observed_school_code","observed_state_name","observed_state_id","observed_state_code","observed_district_name","observed_district_id","observed_district_code","observed_block_name","observed_block_id","observed_block_code","observed_cluster_name","observed_cluster_id","observed_cluster_code","isRubricDriven","criteriaLevelReport"]},"metricsSpec":[]}}}' + +project_injestion_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type": "CloudType","uris": ["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"sl-project","granularitySpec":{"type":"uniform","queryGranularity":"DAY","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"project_updated_date","format":"auto"},"dimensionsSpec":{"dimensions":[]},"metricsSpec":[]}}}' + +ml_distinctCnt_obs_status_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-obs-status","granularitySpec":{"type":"uniform","queryGranularity":"none","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"time_stamp","format":"auto"},"dimensionsSpec":{"dimensions":[{"type":"string","name":"program_name"},{"type":"string","name":"program_id"},{"type":"string","name":"solution_name"},{"type":"string","name":"solution_id"},{"type":"string","name":"status"},{"type":"string","name":"state_name"},{"type":"string","name":"state_externalId"},{"type":"string","name":"district_name"},{"type":"string","name":"district_externalId"},{"type":"string","name":"block_name"},{"type":"string","name":"block_externalId"},{"type":"string","name":"organisation_name"},{"type":"string","name":"organisation_id"},{"type":"string","name":"parent_channel"},{"type":"string","name":"solution_type"},{"type":"string","name":"private_program"},{"type":"long","name":"unique_submissions"},{"type":"long","name":"unique_entities"},{"type":"long","name":"unique_users"},{"type":"long","name":"unique_solution"},{"type":"string","name":"time_stamp"}]},"metricsSpec":[]}}}' + +ml_distinctCnt_obs_domain_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-obs-domain","granularitySpec":{"type":"uniform","queryGranularity":"none","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"time_stamp","format":"auto"},"dimensionsSpec":{"dimensions":[{"type":"string","name":"program_name"},{"type":"string","name":"program_id"},{"type":"string","name":"solution_name"},{"type":"string","name":"solution_id"},{"type":"string","name":"state_name"},{"type":"string","name":"state_externalId"},{"type":"string","name":"district_name"},{"type":"string","name":"district_externalId"},{"type":"string","name":"block_name"},{"type":"string","name":"block_externalId"},{"type":"string","name":"organisation_name"},{"type":"string","name":"organisation_id"},{"type":"string","name":"parent_channel"},{"type":"string","name":"solution_type"},{"type":"string","name":"private_program"},{"type":"string","name":"domain_name"},{"type":"string","name":"domain_externalId"},{"type":"string","name":"domain_level"},{"type":"long","name":"unique_submissions"},{"type":"long","name":"unique_entities"},{"type":"long","name":"unique_users"},{"type":"long","name":"unique_solution"},{"type":"string","name":"time_stamp"}]},"metricsSpec":[]}}}' + +ml_distinctCnt_obs_domain_criteria_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-obs-domain-criteria","granularitySpec":{"type":"uniform","queryGranularity":"none","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"time_stamp","format":"auto"},"dimensionsSpec":{"dimensions":[{"type":"string","name":"program_name"},{"type":"string","name":"program_id"},{"type":"string","name":"solution_name"},{"type":"string","name":"solution_id"},{"type":"string","name":"state_name"},{"type":"string","name":"state_externalId"},{"type":"string","name":"district_name"},{"type":"string","name":"district_externalId"},{"type":"string","name":"block_name"},{"type":"string","name":"block_externalId"},{"type":"string","name":"organisation_name"},{"type":"string","name":"organisation_id"},{"type":"string","name":"parent_channel"},{"type":"string","name":"solution_type"},{"type":"string","name":"private_program"},{"type":"string","name":"domain_name"},{"type":"string","name":"domain_externalId"},{"type":"string","name":"domain_level"},{"type":"string","name":"criteria_name"},{"type":"string","name":"criteria_score"},{"type":"string","name":"criteria_id"},{"type":"long","name":"unique_submissions"},{"type":"long","name":"unique_entities"},{"type":"long","name":"unique_users"},{"type":"long","name":"unique_solution"},{"type":"string","name":"time_stamp"}]},"metricsSpec":[]}}}' + +ml_distinctCnt_projects_status_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-project-status","granularitySpec":{"type":"uniform","queryGranularity":"none","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"time_stamp","format":"auto"},"dimensionsSpec":{"dimensions":[{"type":"string","name":"program_name"},{"type":"string","name":"program_id"},{"type":"string","name":"project_title"},{"type":"string","name":"solution_id"},{"type":"string","name":"status_of_project"},{"type":"string","name":"state_name"},{"type":"string","name":"state_externalId"},{"type":"string","name":"district_name"},{"type":"string","name":"district_externalId"},{"type":"string","name":"block_name"},{"type":"string","name":"block_externalId"},{"type":"string","name":"organisation_name"},{"type":"string","name":"organisation_id"},{"type":"string","name":"private_program"},{"type":"string","name":"project_created_type"},{"type":"string","name":"parent_channel"},{"type":"long","name":"unique_projects"},{"type":"long","name":"unique_users"},{"type":"long","name":"unique_solution"},{"type":"long","name":"no_of_imp_with_evidence"},{"type":"long","name":"no_of_imp_with_evidence_inprogress"},{"type":"string","name":"time_stamp"},{"type":"long","name":"no_of_certificate_issued"}]},"metricsSpec":[]}}}' + +ml_distinctCnt_prglevel_projects_status_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-project-programLevel-status","granularitySpec":{"type":"uniform","queryGranularity":"none","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"time_stamp","format":"auto"},"dimensionsSpec":{"dimensions":[{"type":"string","name":"program_name"},{"type":"string","name":"program_id"},{"type":"string","name":"status_of_project"},{"type":"string","name":"state_name"},{"type":"string","name":"state_externalId"},{"type":"string","name":"private_program"},{"type":"string","name":"project_created_type"},{"type":"string","name":"parent_channel"},{"type":"long","name":"unique_projects"},{"type":"long","name":"unique_users"},{"type":"long","name":"no_of_imp_with_evidence"},{"type":"string","name":"time_stamp"},{"type":"long","name":"no_of_certificate_issued"}]},"metricsSpec":[]}}}' + +ml_distinctCnt_survey_status_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-surveydistinctCount-status","granularitySpec":{"type":"uniform","queryGranularity":"none","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"time_stamp","format":"auto"},"dimensionsSpec":{"dimensions":[{"type":"string","name":"program_name"},{"type":"string","name":"program_id"},{"type":"string","name":"survey_name"},{"type":"string","name":"survey_id"},{"type":"string","name":"submission_status"},{"type":"string","name":"state_name"},{"type":"string","name":"state_externalId"},{"type":"string","name":"district_name"},{"type":"string","name":"district_externalId"},{"type":"string","name":"block_name"},{"type":"string","name":"block_externalId"},{"type":"string","name":"organisation_name"},{"type":"string","name":"organisation_id"},{"type":"string","name":"private_program"},{"type":"string","name":"parent_channel"},{"type":"long","name":"unique_users"},{"type":"long","name":"unique_submissions"},{"type":"string","name":"time_stamp"}]},"metricsSpec":[]}}}' + +observation_status_rollup_injestion_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-observation-status-rollup","granularitySpec":{"type":"uniform","queryGranularity":"DAY","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"updatedAt","format":"iso"},"dimensionsSpec":{"dimensions":["status","user_id","solution_id","submission_id","entity_name","completedDate","program_id","private_program","solution_type","updatedAt","role_title","solution_name","program_name","channel","parent_channel","block_name","district_name","school_name","cluster_name","state_name","organisation_name","board_name","district_externalId","state_externalId","block_externalId","cluster_externalId","school_externalId","organisation_id",{"type":"long","name":"status_code"}]},"metricsSpec":[{"type":"count","name":"count"},{"type":"longSum","name":"sum___v","fieldName":"__v","expression":null},{"type":"HLLSketchBuild","name":"count_distinct_solution","fieldName":"solution_id","lgK":12,"tgtHllType":"HLL_4","round":false},{"type":"HLLSketchBuild","name":"count_distinct_submission_id","fieldName":"submission_id","lgK":12,"tgtHllType":"HLL_4","round":false},{"type":"HLLSketchBuild","name":"count_distinct_user_id","fieldName":"user_id","lgK":12,"tgtHllType":"HLL_4","round":false}]}}}' + +project_rollup_injestion_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-project-status-rollup","granularitySpec":{"type":"uniform","queryGranularity":"DAY","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"project_updated_date","format":"iso"},"dimensionsSpec":{"dimensions":["project_title","project_goal","area_of_improvement","status_of_project","tasks_name","tasks_status","designation","task_evidence_status","project_id","task_id","project_created_type","parent_channel","program_id","program_name","project_updated_date","createdBy","program_externalId","private_program","task_deleted_flag","project_terms_and_condition","state_externalId","block_externalId","district_externalId","cluster_externalId","school_externalId","state_name","block_name","district_name","cluster_name","school_name","board_name","organisation_name","solution_id","organisation_id",{"name":"status_code","type":"long"}]},"metricsSpec":[{"name":"count","type":"count"},{"name":"sum___v","type":"longSum","fieldName":"__v"},{"name":"sum_status_code","type":"longMax","fieldName":"status_code"},{"type":"HLLSketchBuild","name":"count_of_createBy","fieldName":"createdBy"},{"type":"HLLSketchBuild","name":"count_of_project_id","fieldName":"project_id"},{"type":"HLLSketchBuild","name":"count_of_solution_id","fieldName":"solution_id"},{"type":"HLLSketchBuild","name":"count_of_program_id","fieldName":"program_id"}]}}}' + +ml_survey_rollup_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-survey-status-rollup","granularitySpec":{"type":"uniform","queryGranularity":"DAY","rollup":true,"segmentGranularity":"DAY"},"timestampSpec":{"column":"updatedAt","format":"iso"},"dimensionsSpec":{"dimensions":["survey_submission_id", "submission_status", "user_id", "user_sub_type", "user_type", "state_externalId", "block_externalId", "district_externalId", "cluster_externalId", "school_externalId", "state_name", "block_name", "district_name", "cluster_name", "school_name", "board_name", "organisation_id", "organisation_name", "program_externalId", "program_id", "program_name", "survey_name", "survey_id", "survey_externalId", "created_date", "submission_date", "updatedAt", "parent_channel",{"type":"long","name":"status_code"}, "solution_name", "solution_id"]},"metricsSpec":[{"name":"count","type":"count"},{"name":"sum___v","type":"longSum","fieldName":"__v"},{"name":"sum_status_code","type":"longMax","fieldName":"status_code"},{"type":"HLLSketchBuild","name":"count_of_user_id","fieldName":"user_id"},{"type":"HLLSketchBuild","name":"count_of_survey_submission_id","fieldName":"survey_submission_id"},{"type":"HLLSketchBuild","name":"count_of_solution_id","fieldName":"solution_id"},{"type":"HLLSketchBuild","name":"count_of_program_id","fieldName":"program_id"}]}}}' + +survey_status_injestion_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris":["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"ml-survey-status","granularitySpec":{"type":"uniform","queryGranularity":"DAY","rollup":true,"segmentGranularity":"DAY"},"timestampSpec":{"column":"updatedAt","format":"iso"},"dimensionsSpec":{"dimensions":["survey_submission_id", "submission_status", "user_id", "user_sub_type", "user_type", "state_externalId", "block_externalId", "district_externalId", "cluster_externalId", "school_externalId", "state_name", "block_name", "district_name", "cluster_name", "school_name", "board_name", "organisation_id", "organisation_name", "program_externalId", "program_id", "program_name", "survey_name", "survey_id", "survey_externalId", "created_date", "submission_date", "updatedAt", "parent_channel", "solution_name", "solution_id","private_program","state_code","school_code","district_code","block_code","cluster_code"]},"metricsSpec":[]}}}' + +observation_query_spec = '{"queryType":"scan","dataSource":"sl-observation","resultFormat":"list","columns":["completedDate","createdAt","createdBy","criteriaExternalId","criteriaId","criteriaName","entityType","entityTypeId","observationId","observationName","observationSubmissionId","questionAnswer","questionECM","questionExternalId","questionId","questionName","questionResponseLabel","questionResponseType","solutionExternalId","solutionId","solutionName","updatedAt","instanceParentId","instanceId","instanceParentResponsetype","instanceParentQuestion","questionSequenceByEcm","maxScore","minScore","percentageScore","pointsBasedScoreInParent","totalScore","scoreAchieved","totalpercentage","instanceParentExternalId","instanceParentEcmSequence","remarks","total_evidences","evidence_count","school","block","district","cluster","state","schoolName","blockName","districtName","clusterName","stateName","schoolExternalId","blockExternalId","districtExternalId","clusterExternalId","stateExternalId","schoolTypes","administrationTypes","instanceParentCriteriaId","instanceParentCriteriaExternalId","instanceParentCriteriaName","role_title","location_validated_with_geotag","distance_in_meters","entity","entityExternalId","entityName","isAPrivateProgram","programId","programName","programExternalId","questionResponseLabel_number","criteriaLevel","criteriaScore","submissionNumber","submissionTitle","channel","parent_channel","user_districtName","user_blockName","user_clusterName","appName","evidences","user_stateName","domainName","domainExternalId","childName","childType","childExternalid","level","criteriaDescription","programDescription","solutionDescription","label","imp_project_id","imp_project_title","imp_project_goal","imp_project_externalId","ancestorName","scoringSystem","domainLevel","domainScore","criteriaLevelReport","user_schoolName","user_schoolId","user_schoolUDISE_code","solution_type","organisation_name","user_boardName","district_externalId","state_externalId","block_externalId","cluster_externalId","organisation_id","user_type"],"intervals":["1901-01-01T00:00:00+00:00/2101-01-01T00:00:00+00:00"]}' + +observation_injestion_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type": "CloudType","uris": ["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"sl-observation","granularitySpec":{"type":"uniform","queryGranularity":"DAY","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"completedDate","format":"auto"},"dimensionsSpec":{"dimensions":[{"type":"string","name":"completedDate"},{"type":"string","name":"createdAt"},{"type":"string","name":"createdBy"},{"type":"string","name":"criteriaExternalId"},{"type":"string","name":"criteriaId"},{"type":"string","name":"criteriaName"},{"type":"string","name":"entityType"},{"type":"string","name":"entityTypeId"},{"type":"string","name":"observationId"},{"type":"string","name":"observationName"},{"type":"string","name":"observationSubmissionId"},{"type":"string","name":"questionAnswer"},{"type":"string","name":"questionECM"},{"type":"string","name":"questionExternalId"},{"type":"string","name":"questionId"},{"type":"string","name":"questionName"},{"type":"string","name":"questionResponseLabel"},{"type":"string","name":"questionResponseType"},{"type":"string","name":"solutionExternalId"},{"type":"string","name":"solutionId"},{"type":"string","name":"solutionName"},{"type":"string","name":"updatedAt"},{"type":"string","name":"instanceParentId"},{"type":"string","name":"instanceId"},{"type":"string","name":"instanceParentResponsetype"},{"type":"string","name":"instanceParentQuestion"},{"type":"string","name":"questionSequenceByEcm"},{"type":"string","name":"maxScore"},{"type":"string","name":"minScore"},{"type":"string","name":"percentageScore"},{"type":"string","name":"pointsBasedScoreInParent"},{"type":"string","name":"totalScore"},{"type":"string","name":"scoreAchieved"},{"type":"string","name":"totalpercentage"},{"type":"string","name":"instanceParentExternalId"},{"type":"string","name":"instanceParentEcmSequence"},{"type":"string","name":"remarks"},{"type":"string","name":"total_evidences"},{"type":"string","name":"evidence_count"},{"type":"string","name":"school"},{"type":"string","name":"block"},{"type":"string","name":"district"},{"type":"string","name":"cluster"},{"type":"string","name":"state"},{"type":"string","name":"schoolName"},{"type":"string","name":"blockName"},{"type":"string","name":"districtName"},{"type":"string","name":"clusterName"},{"type":"string","name":"stateName"},{"type":"string","name":"schoolExternalId"},{"type":"string","name":"blockExternalId"},{"type":"string","name":"districtExternalId"},{"type":"string","name":"clusterExternalId"},{"type":"string","name":"stateExternalId"},{"type":"string","name":"schoolTypes"},{"type":"string","name":"administrationTypes"},{"type":"string","name":"instanceParentCriteriaId"},{"type":"string","name":"instanceParentCriteriaExternalId"},{"type":"string","name":"instanceParentCriteriaName"},{"type":"string","name":"role_title"},{"type":"string","name":"location_validated_with_geotag"},{"type":"string","name":"distance_in_meters"},{"type":"string","name":"entity"},{"type":"string","name":"entityExternalId"},{"type":"string","name":"entityName"},{"type":"string","name":"isAPrivateProgram"},{"type":"string","name":"programId"},{"type":"string","name":"programName"},{"type":"string","name":"programExternalId"},{"name":"questionResponseLabel_number","type":"float"},{"type":"string","name":"criteriaLevel"},{"type":"string","name":"criteriaScore"},{"type":"string","name":"submissionNumber"},{"type":"string","name":"submissionTitle"},{"type":"string","name":"channel"},{"type":"string","name":"parent_channel"},{"type":"string","name":"user_districtName"},{"type":"string","name":"user_blockName"},{"type":"string","name":"user_clusterName"},{"type":"string","name":"appName"},{"type":"string","name":"evidences"},{"type":"string","name":"user_stateName"},{"type":"string","name":"domainName"},{"type":"string","name":"domainExternalId"},{"type":"string","name":"childName"},{"type":"string","name":"childType"},{"type":"string","name":"childExternalid"},{"type":"string","name":"level"},{"type":"string","name":"criteriaDescription"},{"type":"string","name":"programDescription"},{"type":"string","name":"solutionDescription"},{"type":"string","name":"label"},{"type":"string","name":"imp_project_id"},{"type":"string","name":"imp_project_title"},{"type":"string","name":"imp_project_goal"},{"type":"string","name":"imp_project_externalId"},{"type":"string","name":"ancestorName"},{"type":"string","name":"scoringSystem"},{"type":"string","name":"domainLevel"},{"type":"string","name":"domainScore"},{"name":"criteriaLevelReport","type":"boolean"},{"type":"string","name":"user_schoolName"},{"type":"string","name":"user_schoolId"},{"type":"string","name":"user_schoolUDISE_code"},{"type":"string","name":"solution_type"},{"type":"string","name":"organisation_name"},{"type":"string","name":"user_boardName"},{"type":"string","name":"district_externalId"},{"type":"string","name":"state_externalId"},{"type":"string","name":"block_externalId"},{"type":"string","name":"cluster_externalId"},{"type":"string","name":"organisation_id"},{"type":"string","name":"user_type"},{"type":"string","name":"isSubmissionDeleted"}]},"metricsSpec":[{"type":"floatSum","name":"question_response_number","fieldName":"questionResponseLabel_number"}]}}}' + +survey_query_spec = '{"queryType":"scan","dataSource":"sl-survey","resultFormat":"list","columns":["completedDate","createdAt","createdBy","criteriaExternalId","criteriaId","criteriaName","surveyId","surveyName","surveySubmissionId","questionAnswer","questionECM","questionExternalId","questionId","questionName","questionResponseLabel","questionResponseType","solutionExternalId","solutionId","solutionName","updatedAt","instanceParentId","instanceId","instanceParentResponsetype","instanceParentQuestion","questionSequenceByEcm","maxScore","minScore","percentageScore","pointsBasedScoreInParent","totalScore","scoreAchieved","totalpercentage","instanceParentExternalId","instanceParentEcmSequence","remarks","total_evidences","evidence_count","instanceParentCriteriaId","instanceParentCriteriaExternalId","instanceParentCriteriaName","isAPrivateProgram","programId","programName","programExternalId","questionResponseLabel_number","channel","parent_channel","appName","organisation_name","user_subtype","user_type","board_name","district_code","district_name","district_externalId","block_code","block_name","block_externalId","school_code","school_name","school_externalId","cluster_code","cluster_name","cluster_externalId","state_code","state_name","state_externalId","organisation_id","evidences"],"intervals":["1901-01-01T00:00:00+00:00/2101-01-01T00:00:00+00:00"]}' + +survey_injestion_spec = '{"type":"index","spec":{"ioConfig":{"type":"index","inputSource":{"type":"CloudType","uris": ["CloudURI"]},"inputFormat":{"type":"json"}},"tuningConfig":{"type":"index","partitionsSpec":{"type":"dynamic"}},"dataSchema":{"dataSource":"sl-survey","granularitySpec":{"type":"uniform","queryGranularity":"DAY","rollup":false,"segmentGranularity":"DAY"},"timestampSpec":{"column":"completedDate","format":"auto"},"dimensionsSpec":{"dimensions":[{"type":"string","name":"completedDate"},{"type":"string","name":"createdAt"},{"type":"string","name":"createdBy"},{"type":"string","name":"criteriaExternalId"},{"type":"string","name":"criteriaId"},{"type":"string","name":"criteriaName"},{"type":"string","name":"surveyId"},{"type":"string","name":"surveyName"},{"type":"string","name":"surveySubmissionId"},{"type":"string","name":"questionAnswer"},{"type":"string","name":"questionECM"},{"type":"string","name":"questionExternalId"},{"type":"string","name":"questionId"},{"type":"string","name":"questionName"},{"type":"string","name":"questionResponseLabel"},{"type":"string","name":"questionResponseType"},{"type":"string","name":"solutionExternalId"},{"type":"string","name":"solutionId"},{"type":"string","name":"solutionName"},{"type":"string","name":"updatedAt"},{"type":"string","name":"instanceParentId"},{"type":"string","name":"instanceId"},{"type":"string","name":"instanceParentResponsetype"},{"type":"string","name":"instanceParentQuestion"},{"type":"string","name":"questionSequenceByEcm"},{"type":"string","name":"maxScore"},{"type":"string","name":"minScore"},{"type":"string","name":"percentageScore"},{"type":"string","name":"pointsBasedScoreInParent"},{"type":"string","name":"totalScore"},{"type":"string","name":"scoreAchieved"},{"type":"string","name":"totalpercentage"},{"type":"string","name":"instanceParentExternalId"},{"type":"string","name":"instanceParentEcmSequence"},{"type":"string","name":"remarks"},{"type":"string","name":"total_evidences"},{"type":"string","name":"evidence_count"},{"type":"string","name":"evidences"},{"type":"string","name":"instanceParentCriteriaId"},{"type":"string","name":"instanceParentCriteriaExternalId"},{"type":"string","name":"instanceParentCriteriaName"},{"type":"string","name":"isAPrivateProgram"},{"type":"string","name":"programId"},{"type":"string","name":"programName"},{"type":"string","name":"programExternalId"},{"name":"questionResponseLabel_number","type":"float"},{"type":"string","name":"channel"},{"type":"string","name":"parent_channel"},{"type":"string","name":"appName"},{"type":"string","name":"organisation_name"},{"type":"string","name":"user_subtype"},{"type":"string","name":"user_type"},{"type":"string","name":"board_name"},{"type":"string","name":"district_code"},{"type":"string","name":"district_name"},{"type":"string","name":"district_externalId"},{"type":"string","name":"block_code"},{"type":"string","name":"block_name"},{"type":"string","name":"block_externalId"},{"type":"string","name":"school_code"},{"type":"string","name":"school_name"},{"type":"string","name":"school_externalId"},{"type":"string","name":"cluster_code"},{"type":"string","name":"cluster_name"},{"type":"string","name":"cluster_externalId"},{"type":"string","name":"state_code"},{"type":"string","name":"state_name"},{"type":"string","name":"state_externalId"},{"type":"string","name":"organisation_id"},{"type":"string","name":"isSubmissionDeleted"}]},"metricsSpec":[{"type":"floatSum","name":"question_response_number","fieldName":"questionResponseLabel_number"}]}}}' + +intervals = '["1901-01-01T00:00:00+00:00/2020-01-01T00:00:00+00:00","2020-01-01T00:00:00+00:00/2020-06-01T00:00:00+00:00","2020-06-01T00:00:00+00:00/2021-01-01T00:00:00+00:00","2021-01-01T00:00:00+00:00/2021-06-01T00:00:00+00:00","2021-06-01T00:00:00+00:00/2022-01-01T00:00:00+00:00","2022-01-01T00:00:00+00:00/2022-03-01T00:00:00+00:00","2022-03-01T00:00:00+00:00/2022-06-01T00:00:00+00:00","2022-06-01T00:00:00+00:00/2022-09-01T00:00:00+00:00","2022-09-01T00:00:00+00:00/2023-01-01T00:00:00+00:00"]' + + +[KAFKA] + +url = {{ml_kafka_host | default(groups['processing-cluster-kafka'][0]+':9092')}} + +observation_raw_topic = {{ env_name }}.ml.observation.raw + +observation_druid_topic = {{ env_name }}.ml.observation.druid + +observation_evidence_druid_topic = {{ env_name }}.ml.observation.evidence.druid + +survey_evidence_druid_topic = {{ env_name }}.ml.survey.evidence.druid + +survey_raw_topic = {{ env_name }}.ml.survey.raw + +survey_druid_topic = {{ env_name }}.ml.survey.druid + +survey_meta_druid_topic = {{ env_name }}.ml.survey.meta + +survey_completed_druid_topic = {{ env_name }}.ml.survey.status.completed + +survey_started_druid_topic = {{ env_name }}.ml.survey.status.started + +survey_inprogress_druid_topic = {{ env_name }}.ml.survey.status.inprogress + +observation_meta_druid_topic = {{ env_name }}.ml.observation.meta + +observation_started_druid_topic = {{ env_name }}.ml.observation.status.started + +observation_inprogress_druid_topic = {{ env_name }}.ml.observation.status.inprogress + +observation_completed_druid_topic = {{ env_name }}.ml.observation.status.completed + +[LOGS] + +observation_streaming_success_error = /opt/sparkjobs/ml-analytics-service/logs/observation/ + +observation_streaming_evidence_success_error = /opt/sparkjobs/ml-analytics-service/logs/observation/evidence/ + +observation_status_success_error = /opt/sparkjobs/ml-analytics-service/logs/observation/status/ + +project_success_error = /opt/sparkjobs/ml-analytics-service/logs/project/ + +survey_evidence_streaming_success_error = /opt/sparkjobs/ml-analytics-service/logs/project/evidence/ + +survey_streaming_success_error = /opt/sparkjobs/ml-analytics-service/logs/survey/ + +survey_status_success_error = /opt/sparkjobs/ml-analytics-service/logs/survey/status/ + + +[CLOUD] + +container_name = {{ cloud_storage_telemetry_bucketname }} + +[OUTPUT_DIR] + +project = /opt/sparkjobs/source/projects/output + +observation_status = /opt/sparkjobs/source/observations/status/output + +observation_distinctCount_status = /opt/sparkjobs/source/observations/distinctCount/output + +observation_distinctCount_domain = /opt/sparkjobs/source/observations/distinctCount_domain/output + +observation_distinctCount_domain_criteria = /opt/sparkjobs/source/observations/distinctCount_domain_criteria/output + +projects_distinctCount = /opt/sparkjobs/source/projects/distinctCount/output + +projects_distinctCount_prgmlevel = /opt/sparkjobs/source/projects/distinctCountPrglevel/output + +survey_distinctCount_status = /opt/sparkjobs/source/survey/distinctCount/output + +project_rollup = /opt/sparkjobs/source/projects/output_rollup + +observation_status_rollup = /opt/sparkjobs/source/observations/output_rollup + +survey_rollup = /opt/sparkjobs/source/survey/output + +survey_status = /opt/sparkjobs/source/survey/status/output + +observation_sub_ids = /opt/sparkjobs/ml-analytics-service/observations/submissions.csv + +observation_druid_data = /opt/sparkjobs/source/observations/ + +survey_sub_ids = /opt/sparkjobs/ml-analytics-service/survey/submissions.csv + +survey_druid_data = /opt/sparkjobs/source/survey/ + +program_text_file = /opt/sparkjobs/ml-analytics-service/projects/program_ids.txt + +[SLACK] + +token = {{ ml_analytics_slack_token | default('') }} + +channel = {{ ml_analytics_slack_channel | default('') }} + + +[VAM] + +druid_query_url = {{ ml_druid_query | default('') }} + +program_dashboard_data = {{ ml_program_data | default('') }} + + +[COMMON] + +cloud_module_path = /opt/sparkjobs/ml-analytics-service/cloud_storage + +observation_blob_path = observation/status/ + +projects_blob_path = projects/ + +observation_distinctCount_blob_path = observation/distinctCount/ + +observation_distinctCount_domain_blob_path = observation/distinctCount_domain/ + +observation_distinctCount_domain_criteria_blob_path = observation/distinctCount_domain_criteria/ + +projects_distinctCnt_blob_path = projects/distinctCount/ + +projects_distinctCnt_prgmlevel_blob_path = projects/distinctCountPrglevel/ + +survey_distinctCount_blob_path = survey/distinctCount/ + +projects_rollup_blob_path = projects/rollup + +observation_rollup_blob_path = observation/rollup + +survey_rollup_blob_path = survey/rollup/ + +survey_blob_path = survey/status/ + +projects_program_csv = {{ ml_program_blob_path | default('') }} + +observation_batch_ingestion_data_del = observation/batchDeletion + +survey_batch_ingestion_data_del = survey/batchDeletion + +cname_url = {{ cloud_storage_url }}/{{ cloud_storage_samiksha_bucketname }} + +nvsk_imp_projects_data_local_path = /opt/sparkjobs/ml-analytics-service/urgent_data_metrics/output/ + +nvsk_imp_projects_data_blob_path = Manage_Learn_Data/micro_improvement/ + +[API_CREDENTIALS] + +client_id = {{ ml_analytics_client_id }} + +client_secret = {{ ml_analytics_client_secret }} + +username = {{ ml_analytics_username }} + +password = {{ ml_analytics_password }} + +[JSON_VARIABLE] + +createdBy = {{ ml_analytics_createdBy }} + +container = {{ ml_analytics_reports_container }} + +store = {{ ml_analytics_reports_store }} + +[ML_CORE_SERVICE_URL] + +url = http://{{private_ingressgateway_ip}}/ml-core diff --git a/kubernetes/helm_charts/core/ml-analytics-service/.helmignore b/kubernetes/helm_charts/core/ml-analytics-service/.helmignore new file mode 100644 index 0000000000..0e8a0eb36f --- /dev/null +++ b/kubernetes/helm_charts/core/ml-analytics-service/.helmignore @@ -0,0 +1,23 @@ +# Patterns to ignore when building packages. +# This supports shell glob matching, relative path matching, and +# negation (prefixed with !). Only one pattern per line. +.DS_Store +# Common VCS dirs +.git/ +.gitignore +.bzr/ +.bzrignore +.hg/ +.hgignore +.svn/ +# Common backup files +*.swp +*.bak +*.tmp +*.orig +*~ +# Various IDEs +.project +.idea/ +*.tmproj +.vscode/ diff --git a/kubernetes/helm_charts/core/ml-analytics-service/Chart.yaml b/kubernetes/helm_charts/core/ml-analytics-service/Chart.yaml new file mode 100644 index 0000000000..eb2395299a --- /dev/null +++ b/kubernetes/helm_charts/core/ml-analytics-service/Chart.yaml @@ -0,0 +1,24 @@ +apiVersion: v2 +name: ml-analytics-service +description: A Helm chart for Kubernetes + +# A chart can be either an 'application' or a 'library' chart. +# +# Application charts are a collection of templates that can be packaged into versioned archives +# to be deployed. +# +# Library charts provide useful utilities or functions for the chart developer. They're included as +# a dependency of application charts to inject those utilities and functions into the rendering +# pipeline. Library charts do not define any templates and therefore cannot be deployed. +type: application + +# This is the chart version. This version number should be incremented each time you make changes +# to the chart and its templates, including the app version. +# Versions are expected to follow Semantic Versioning (https://semver.org/) +version: 0.1.0 + +# This is the version number of the application being deployed. This version number should be +# incremented each time you make changes to the application. Versions are not expected to +# follow Semantic Versioning. They should reflect the version the application is using. +# It is recommended to use it with quotes. +appVersion: "1.16.0" diff --git a/kubernetes/helm_charts/core/ml-analytics-service/templates/_helpers.tpl b/kubernetes/helm_charts/core/ml-analytics-service/templates/_helpers.tpl new file mode 100644 index 0000000000..3f238f7ff7 --- /dev/null +++ b/kubernetes/helm_charts/core/ml-analytics-service/templates/_helpers.tpl @@ -0,0 +1,62 @@ +{{/* +Expand the name of the chart. +*/}} +{{- define "ml-analytics-service.name" -}} +{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }} +{{- end }} + +{{/* +Create a default fully qualified app name. +We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec). +If release name contains chart name it will be used as a full name. +*/}} +{{- define "ml-analytics-service.fullname" -}} +{{- if .Values.fullnameOverride }} +{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- $name := default .Chart.Name .Values.nameOverride }} +{{- if contains $name .Release.Name }} +{{- .Release.Name | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }} +{{- end }} +{{- end }} +{{- end }} + +{{/* +Create chart name and version as used by the chart label. +*/}} +{{- define "ml-analytics-service.chart" -}} +{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }} +{{- end }} + +{{/* +Common labels +*/}} +{{- define "ml-analytics-service.labels" -}} +helm.sh/chart: {{ include "ml-analytics-service.chart" . }} +{{ include "ml-analytics-service.selectorLabels" . }} +{{- if .Chart.AppVersion }} +app.kubernetes.io/version: {{ .Chart.AppVersion | quote }} +{{- end }} +app.kubernetes.io/managed-by: {{ .Release.Service }} +{{- end }} + +{{/* +Selector labels +*/}} +{{- define "ml-analytics-service.selectorLabels" -}} +app.kubernetes.io/name: {{ include "ml-analytics-service.name" . }} +app.kubernetes.io/instance: {{ .Release.Name }} +{{- end }} + +{{/* +Create the name of the service account to use +*/}} +{{- define "ml-analytics-service.serviceAccountName" -}} +{{- if .Values.serviceAccount.create }} +{{- default (include "ml-analytics-service.fullname" .) .Values.serviceAccount.name }} +{{- else }} +{{- default "default" .Values.serviceAccount.name }} +{{- end }} +{{- end }} diff --git a/kubernetes/helm_charts/core/ml-analytics-service/templates/configmap.yaml b/kubernetes/helm_charts/core/ml-analytics-service/templates/configmap.yaml new file mode 100644 index 0000000000..5f03f92832 --- /dev/null +++ b/kubernetes/helm_charts/core/ml-analytics-service/templates/configmap.yaml @@ -0,0 +1,11 @@ +--- +{{- $keys := .Files.Glob "keys/*" }} +{{ if $keys }} +apiVersion: v1 +kind: Secret +metadata: + name: ml-analytics-access-keys +type: Opaque +data: +{{ (.Files.Glob "keys/*").AsSecrets | indent 2 }} +{{ end }} diff --git a/kubernetes/helm_charts/core/ml-analytics-service/templates/deployment.yaml b/kubernetes/helm_charts/core/ml-analytics-service/templates/deployment.yaml new file mode 100644 index 0000000000..d28628b7e5 --- /dev/null +++ b/kubernetes/helm_charts/core/ml-analytics-service/templates/deployment.yaml @@ -0,0 +1,41 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: {{ .Chart.Name }} + namespace: {{ .Values.namespace }} + annotations: + reloader.stakater.com/auto: "true" +spec: + replicas: {{ .Values.replicaCount }} + strategy: + rollingUpdate: + maxSurge: {{ .Values.strategy.maxsurge }} + maxUnavailable: {{ .Values.strategy.maxunavailable }} + selector: + matchLabels: + app: {{ .Chart.Name }} + template: + metadata: + labels: + app: {{ .Chart.Name }} + spec: +{{- if .Values.imagepullsecrets }} + imagePullSecrets: + - name: {{ .Values.imagepullsecrets }} +{{- end }} + volumes: + - name: {{ .Chart.Name }}-config + configMap: + name: {{ .Chart.Name }}-config + containers: + - name: {{ .Chart.Name }} + image: "{{ .Values.dockerhub }}/{{ .Values.repository }}:{{ .Values.image_tag }}" + imagePullPolicy: Always + resources: +{{ toYaml .Values.resources | indent 10 }} + ports: + - containerPort: {{ .Values.network.port }} + volumeMounts: + - name: {{ .Chart.Name }}-config + mountPath: /opt/sparkjobs/ml-analytics-service/config.ini + subPath: ml-analytics-service.conf diff --git a/kubernetes/helm_charts/core/ml-analytics-service/templates/service.yaml b/kubernetes/helm_charts/core/ml-analytics-service/templates/service.yaml new file mode 100644 index 0000000000..4b47ed5332 --- /dev/null +++ b/kubernetes/helm_charts/core/ml-analytics-service/templates/service.yaml @@ -0,0 +1,14 @@ +apiVersion: v1 +kind: Service +metadata: + name: {{ .Chart.Name }} + namespace: {{ .Values.namespace }} + labels: + app: {{ .Chart.Name }} +spec: + ports: + - name: http-{{ .Chart.Name }} + protocol: TCP + port: {{ .Values.network.targetport }} + selector: + app: {{ .Chart.Name }} diff --git a/kubernetes/helm_charts/core/ml-analytics-service/values.j2 b/kubernetes/helm_charts/core/ml-analytics-service/values.j2 new file mode 100644 index 0000000000..2a2a1c8638 --- /dev/null +++ b/kubernetes/helm_charts/core/ml-analytics-service/values.j2 @@ -0,0 +1,21 @@ +namespace: {{ namespace }} +imagepullsecrets: {{ imagepullsecrets }} +dockerhub: {{ dockerhub }} + +replicaCount: {{ml_analytics_replicacount|default(1)}} +repository: {{ml_analytics_repository|default('ml-analytics-service')}} +image_tag: {{ image_tag }} +resources: + requests: + cpu: {{ml_analytics_cpu_req|default('1000m')}} + memory: {{ml_analytics_mem_req|default('1000Mi')}} + limits: + cpu: {{ml_analytics_cpu_limit|default('2')}} + memory: {{ml_analytics_mem_limit|default('2048Mi')}} +network: + port: 7000 + targetport: 7000 +strategy: + type: RollingUpdate + maxsurge: {{ ml_core_maxsurge|default('25%') }} + maxunavailable: {{ ml_core_maxunavailable|default('25%') }}