> ## Documentation Index > Fetch the complete documentation index at: https://docs.corbado.com/llms.txt > Use this file to discover all available pages before exploring further. # Analyze the flow impact of error flavours > Compares completion for engaged real-user flows affected by the selected error flavours with all engaged real-user flows of the same types and date range. The baseline includes affected flows. Engagement requires a subflow, nested flow or resolved decision, matching the time-series `engagement=engaged` filter. Results show correlation, not causation; flows may carry other errors. Each group includes up to `flowLimit` flows, newest first (default 5,000; maximum 50,000). When capped, `sampled: true` means all reported metrics use that sample. `analyzedFlowLimit` reports the applied cap; `flowListID` identifies the exact analyzed flows. The baseline `completionRate` weights rates by the affected group's `osName`/`browserName` mix. `rawCompletionRate` reports the unweighted baseline rate. Outcomes `skipped`, `invisible` and `visible-auto-skip` count as `other` and are excluded from completion rates. Occurrences without flows are reported as orphans and excluded from rates. `baseline` is absent when no comparable engaged flows exist. Use naive UTC datetimes (`YYYY-MM-DDTHH:mm:ss`) for the half-open interval [fromDate, toDate), with a maximum range of 30 days. Required API key permission: `observe:errorFlavours:read`. ## OpenAPI ````yaml /api-reference/openapi/observe.yaml post /observe/errorFlavours/impact openapi: 3.1.1 info: version: 1.0.0 title: Corbado API description: > # Introduction This documentation gives an overview of all Corbado API calls to implement authentication observe. contact: name: Corbado team email: support@corbado.com url: https://www.corbado.com servers: - url: https://api.cloud.corbado.io/v1 security: - bearerAuth: [] tags: - name: ObserveFlow description: Flow search and related APIs x-group: Journeys and users - name: ObserveSubFlow description: Subflow search and related APIs x-group: Journeys and users - name: ObserveUser description: User search and related APIs x-group: Journeys and users - name: ObserveClientEnv description: Client environment search APIs x-group: Journeys and users - name: ObserveTimeSeries description: Time series query APIs x-group: Metrics and funnels - name: ObserveFunnel description: Historical funnel metrics, dictionaries and coverage. x-group: Metrics and funnels - name: ObserveEvent description: Event ingestion and event feed APIs x-group: Events - name: ObserveError description: Named authentication errors and recommendations. x-group: Error management - name: ObserveErrorFlavour description: Error variants and their impact on authentication outcomes. x-group: Error management - name: ObserveAlert description: Authentication alert rules, instances and history. x-group: Alert management - name: ObserveAnnotation description: Annotation APIs (dated notes for analytics context) x-group: Annotations - name: ObserveTableExport description: Table export file listing and download APIs x-group: Data exports - name: ObserveTimeSeriesExport description: Time-series export generation and downloads. x-group: Data exports - name: ObserveDataExport description: Data export APIs x-group: User data - name: ObserveDataDeletionJob description: Data deletion job APIs x-group: User data - name: ObserveFlowTypeDefinition description: Flow type definitions used in authentication journeys. x-group: Catalogs and labels - name: ObserveCatalog description: Catalog APIs x-group: Catalogs and labels - name: OpenAPI description: Downloadable API specification - name: ProjectOperationExecution description: Project-scoped operation history and pipeline health - name: ObserveClassification description: Flow and subflow classification APIs - name: ObserveIntegrationStats description: Integration stats APIs - name: ObserveTimeSeriesPrecalculation description: Time series precalculation APIs - name: ObserveIDList x-group: Saved ID lists description: Stored ID-list selection APIs - name: ObserveDataContext description: Schema-loose data context APIs for agent and debugging tooling - name: ObserveData description: Observe data administration APIs - name: ObserveTrackingStats description: Tracking ingestion stats APIs - name: ObserveExperiment x-group: Experiments description: Experiment catalog and run APIs - name: ObserveDataPolicy description: >- Project data policy catalogue (retention selected by the SDK's meta.dataPolicy code) - name: ObserveMetadata x-group: Metadata description: Authenticator metadata APIs (FIDO MDS + passkey AAGUID) - name: ObservePasskey x-group: Passkey analysis description: Observed passkey search and cohort analysis. paths: /observe/errorFlavours/impact: post: tags: - ObserveErrorFlavour summary: Analyze the flow impact of error flavours description: >- Compares completion for engaged real-user flows affected by the selected error flavours with all engaged real-user flows of the same types and date range. The baseline includes affected flows. Engagement requires a subflow, nested flow or resolved decision, matching the time-series `engagement=engaged` filter. Results show correlation, not causation; flows may carry other errors. Each group includes up to `flowLimit` flows, newest first (default 5,000; maximum 50,000). When capped, `sampled: true` means all reported metrics use that sample. `analyzedFlowLimit` reports the applied cap; `flowListID` identifies the exact analyzed flows. The baseline `completionRate` weights rates by the affected group's `osName`/`browserName` mix. `rawCompletionRate` reports the unweighted baseline rate. Outcomes `skipped`, `invisible` and `visible-auto-skip` count as `other` and are excluded from completion rates. Occurrences without flows are reported as orphans and excluded from rates. `baseline` is absent when no comparable engaged flows exist. Use naive UTC datetimes (`YYYY-MM-DDTHH:mm:ss`) for the half-open interval [fromDate, toDate), with a maximum range of 30 days. Required API key permission: `observe:errorFlavours:read`. operationId: ObserveErrorFlavourImpact requestBody: required: true content: application/json: schema: $ref: '#/components/schemas/observeErrorFlavourImpactReq' responses: '200': description: Impact analysis for the given flavours and range. content: application/json: schema: $ref: '#/components/schemas/observeErrorFlavourImpactRsp' default: $ref: '#/components/responses/error' security: - bearerAuth: - observe:errorFlavours:read components: schemas: observeErrorFlavourImpactReq: type: object required: - flavourIDs - fromDate - toDate properties: flavourIDs: type: array minItems: 1 maxItems: 1000 items: type: string x-oapi-codegen-extra-tags: validate: required,id=erf description: >- Flavour IDs to analyze together (format `erf-`), e.g. an error's member flavours. x-oapi-codegen-extra-tags: validate: required,min=1,max=1000,dive fromDate: type: string description: Range start, naive UTC datetime (inclusive). example: '2026-08-01T00:00:00' x-oapi-codegen-extra-tags: validate: required,datetime=2006-01-02T15:04:05 toDate: type: string description: Range end, naive UTC datetime (exclusive). example: '2026-08-08T00:00:00' x-oapi-codegen-extra-tags: validate: required,datetime=2006-01-02T15:04:05 flowLimit: type: integer minimum: 1 maximum: 50000 description: >- Maximum number of flows to analyze PER GROUP (affected and baseline). Both groups are read as raw flow rows, so this is what bounds the analysis; a group that hits the limit is marked `sampled` and describes the most recent `flowLimit` flows of that group. Defaults to 5000. High values buy completeness (fewer sampled groups, so per-user tallies see a user's whole history in range) at the cost of a slower analysis. example: 5000 x-oapi-codegen-extra-tags: validate: omitempty,min=1,max=50000 baselineFlowListID: type: string description: >- Optional stored ID list (format `idl-`, from POST /observe/idLists or a previous analysis) to use verbatim as the baseline group instead of building one. The listed flows are read as raw rows (capped at `flowLimit`, most recent first) and compared against the affected group with the usual device-mix standardization; `matching` is ignored when this is set. x-oapi-codegen-extra-tags: validate: omitempty,id=idl matching: $ref: '#/components/schemas/observeErrorImpactMatching' errorID: type: string description: >- The curated error whose impact is being analyzed (format `err-`). When set, the flavourIDs must be exactly the error's current member flavours, and the analysis result is stored on the error as its last-known impact (served as `lastImpact` in the errors list). Omit for ad-hoc flavour analyses, which are never stored. x-oapi-codegen-extra-tags: validate: omitempty,id=err observeErrorFlavourImpactRsp: type: object required: - affected - occurrenceCount - orphanOccurrenceCount properties: affected: $ref: '#/components/schemas/observeErrorImpactFlowGroup' baseline: $ref: '#/components/schemas/observeErrorImpactFlowGroup' completionLift: type: number format: double description: >- affected.completionRate minus baseline.completionRate (percentage points as a fraction, negative = affected flows complete less). Absent when either side has no completion rate. occurrenceCount: type: integer format: int64 description: Occurrences of the given flavours on real-user flows in range. orphanOccurrenceCount: type: integer format: int64 description: >- Occurrences in range without an attached flow (inferred / never attached); excluded from all rates. occurrencesPerFlowAvg: type: number format: double description: >- Average occurrences per affected flow (occurrenceCount / affected.flowCount). Absent when no flows are affected. affectedUserCount: type: integer format: int64 description: >- Distinct users among affected flows (flows without a user reference contribute none). Absent when no flows are affected. repeatUserCount: type: integer format: int64 description: >- Distinct users who hit the analyzed flavours MORE THAN ONCE in range, i.e. at least two occurrences — whether spread over several flows or fired twice within one flow. Subset of `affectedUserCount`; flows without a user reference contribute none. Absent when no flows are affected. Computed over the analyzed flows, so on a `sampled` affected group it is a lower bound (a user's earlier flows may fall outside the sample). repeatUserOccurrenceCount: type: integer format: int64 description: >- Occurrences on the repeat users' flows — how much of `occurrenceCount` is concentrated on users who keep hitting this. repeatUserFlowCount: type: integer format: int64 description: >- Affected flows belonging to the repeat users, i.e. the size of the cohort behind `repeatUserFlowListID`. repeatUserFlowListID: type: string description: >- Handle of a stored ID list (format `idl-`) holding the affected flows of the repeat users, for opening exactly those high-impact users in user search. Empty when no user hit the flavours more than once. userExposure: type: array items: $ref: '#/components/schemas/observeErrorImpactUserBucket' description: >- The distribution behind `repeatUserCount`: the affected users grouped into occurrence bands (1, 2, 3-4, 5-9, 10+), ascending, empty bands omitted. Every band above the first is made of repeat users, so their user counts sum to `repeatUserCount` and all bands together to `affectedUserCount`. Same sampling caveat as `repeatUserCount` — on a `sampled` affected group users shift toward the lower bands. unattributedFlows: $ref: '#/components/schemas/observeErrorImpactUnattributedFlows' terminalIncompleteFlowCount: type: integer format: int64 description: >- Incomplete affected flows whose last occurrence of the analyzed flavours fell within 10 seconds of the flow's end - the error was (close to) the last thing that happened. Absent when no flows are affected. analyzedFlowLimit: type: integer format: int64 description: >- The per-group flow cap the analysis ran with (the request's `flowLimit`, or the default). Together with each group's `sampled` flag it tells a caller whether raising the limit would change the numbers. matchingReport: $ref: '#/components/schemas/observeErrorImpactMatchingReport' perFlowType: type: array maxItems: 1000 items: $ref: '#/components/schemas/observeErrorImpactFlowTypeImpact' description: >- The completion comparison split per flow type of the affected group, biggest affected slice first. The group-level `completionLift` is a weighted mean over these; when the per-type lifts diverge (different sign, or a large spread), the blended number hides differently-hurt flow types and a caller should present this cut instead. Empty when no flows are affected. subflowCompletion: $ref: '#/components/schemas/observeErrorImpactSubflowCompletion' observeErrorImpactMatching: type: object description: >- Baseline modeling configuration. When present, the baseline is not "all engaged flows of the affected flow types" but a stratified sample matched to the affected group on the requested dimensions — controlling for WHERE in the flow the error happened (pathPrefix) and for the population mix, so the completion comparison isolates the error instead of the route that leads to it. The response's `matchingReport` describes the strata, the achieved balance, and every fallback taken. properties: dimensions: type: array description: >- Dimensions to match the baseline on. `pathPrefix` is the flow's coarse route up to (and including the code of) the erroring subflow, derived from long_path — it requires the project to have error-flavour embedding enabled (observeClassificationConfig); without embedded data the analysis degrades to the remaining dimensions and reports `prefixesUnavailable`. Defaults to [pathPrefix, osName, browserName]. items: type: string enum: - pathPrefix - osName - browserName - touchpoint - applicationID x-oapi-codegen-extra-tags: validate: >- omitempty,min=1,max=5,dive,oneof=pathPrefix osName browserName touchpoint applicationID prefixMode: type: string enum: - code - raw description: >- Prefix coarsening. `code` (default) reduces every segment to its kind and code (s_pr-id|d_1|s_pk-lo), so routes match regardless of variant detail; `raw` matches the exact long_path prefix including variant aliases — far more strata, only useful on very high-volume flows. x-oapi-codegen-extra-tags: validate: omitempty,oneof=code raw ratio: type: integer minimum: 1 maximum: 10 description: >- Baseline sample size per stratum as a multiple of the stratum's affected flows. Defaults to 3. x-oapi-codegen-extra-tags: validate: omitempty,min=1,max=10 coverage: type: number minimum: 0.5 maximum: 1 description: >- Share of affected flows the kept top prefixes must cover; the long tail of rarer prefixes is matched without the prefix dimension and reported as `uncoveredPrefixShare`. Defaults to 0.9. x-oapi-codegen-extra-tags: validate: omitempty,min=0.5,max=1 minCellSize: type: integer minimum: 1 maximum: 1000 description: >- Minimum baseline candidates a stratum needs before it falls back to a coarser match (prefix dropped first, then the extra dimensions, down to env-only). Defaults to 20. x-oapi-codegen-extra-tags: validate: omitempty,min=1,max=1000 observeErrorImpactFlowGroup: type: object required: - flowCount - completeCount - incompleteCount - otherCount properties: flowCount: type: integer format: int64 description: Distinct flows in the group. completeCount: type: integer format: int64 description: Flows with outcome `complete`. incompleteCount: type: integer format: int64 description: Flows with outcome `incomplete`. otherCount: type: integer format: int64 description: >- Flows with any other outcome (`skipped`, `invisible`, `visible-auto-skip`); excluded from completion rates. completionRate: type: number format: double description: >- completeCount / (completeCount + incompleteCount). For the baseline group this is standardized to the affected group's (osName, browserName) mix. Absent when no attempts-outcome flows exist. rawCompletionRate: type: number format: double description: >- Baseline only — unweighted completion rate of the whole population, for transparency next to the mix-weighted completionRate. envMix: type: array maxItems: 1000 description: >- Per-(osName, browserName) cells of the group. Empty dimension values mean unknown. items: $ref: '#/components/schemas/observeErrorImpactEnvCell' flowTypes: type: array maxItems: 1000 description: >- Which flow types the group's analyzed flows belong to, biggest first. On the affected group this is also what the baseline was drawn from. A funnel diagram renders exactly one flow type, so a caller offering to open these flows in the funnel needs this list to know which funnel(s) apply. items: $ref: '#/components/schemas/observeErrorImpactFlowTypeCell' sampled: type: boolean description: >- True when the group hit `flowLimit`, i.e. every number describing it was computed over the most recent `flowLimit` flows of the group rather than its whole population. completedDurationP25Ms: type: integer format: int64 description: >- 25th percentile flow duration in milliseconds, over COMPLETED flows only (an incomplete flow's duration is time-until-abandonment, a different quantity). Absent when the group has no completed flows. completedDurationP50Ms: type: integer format: int64 description: Median flow duration in milliseconds, over completed flows only. completedDurationP90Ms: type: integer format: int64 description: >- 90th percentile flow duration in milliseconds, over completed flows only. completedFlowsMeasured: type: integer format: int64 description: How many completed flows the duration percentiles rest on. flowListID: type: string description: >- Handle of a stored ID list (format `idl-`) holding exactly the analyzed flows of this group, for opening them in user search. Empty when the group is empty. observeErrorImpactUserBucket: type: object required: - minOccurrences - userCount - flowCount - occurrenceCount properties: minOccurrences: type: integer format: int64 description: Lowest occurrence count in this band (inclusive). maxOccurrences: type: integer format: int64 description: >- Highest occurrence count in this band (inclusive). Absent on the open-ended top band. userCount: type: integer format: int64 description: Distinct users whose occurrence count falls into this band. flowCount: type: integer format: int64 description: >- Affected flows belonging to those users - the size of the cohort behind `flowListID`. occurrenceCount: type: integer format: int64 description: >- Occurrences on this band's flows, i.e. how much of `occurrenceCount` sits on these users. attemptCount: type: integer format: int64 description: >- This band's flows that completed or were abandoned - the denominator of `completionRate`. completionRate: type: number format: double description: >- Share of this band's attempts that completed. Read against the affected group's own rate it says whether being hit repeatedly goes with giving up. Absent when the band has no attempts-outcome flows. flowListID: type: string description: >- Handle of a stored ID list (format `idl-`) holding this band's flows, for opening exactly these users in user search. Empty when the list could not be stored. observeErrorImpactUnattributedFlows: type: object required: - flowCount - occurrenceCount properties: flowCount: type: integer format: int64 description: Affected flows without a user reference. occurrenceCount: type: integer format: int64 description: Occurrences on those flows. attemptCount: type: integer format: int64 description: >- Those flows that completed or were abandoned - the denominator of `completionRate`. completionRate: type: number format: double description: >- Share of those attempts that completed. Absent when none has an attempts outcome. flowListID: type: string description: >- Handle of a stored ID list (format `idl-`) holding these flows, for opening them in user search. Empty when the list could not be stored. observeErrorImpactMatchingReport: type: object description: >- How the baseline group was modeled and how well it mirrors the affected group. Present when the request asked for `matching` or supplied `baselineFlowListID`; absent on a plain (unmatched) analysis. required: - mode - dimensions - prefixesUnavailable - matchRate - uncoveredPrefixShare - collapsedStrataCount properties: mode: type: string enum: - matched - env-only - provided-list description: >- `matched` = stratified matching ran as requested; `env-only` = the pathPrefix dimension was requested but no affected flow carried embedded error flavours in its long_path, so matching fell back to the remaining dimensions; `provided-list` = the caller supplied `baselineFlowListID` and no modeling ran. dimensions: type: array items: type: string description: The dimensions matching actually ran on (after any degradation). prefixesUnavailable: type: boolean description: >- True when pathPrefix was requested but could not be derived for any affected flow (the project has no embedded error flavours in long_path for the analyzed range). matchRate: type: number format: double description: >- Share of affected flows whose stratum found at least one baseline candidate (at any collapse level). uncoveredPrefixShare: type: number format: double description: >- Share of affected flows whose prefix fell outside the kept top prefixes (see the request's `coverage`); they are matched without the prefix dimension. collapsedStrataCount: type: integer description: >- Number of strata that fell back to a coarser match because they had fewer than `minCellSize` baseline candidates. strata: type: array items: $ref: '#/components/schemas/observeErrorImpactMatchingStratum' description: >- The largest strata by affected flows (capped at 50), for inspecting what the baseline was matched on. balance: type: array items: $ref: '#/components/schemas/observeErrorImpactBalanceCell' description: >- Per-dimension balance between the affected group and the baseline: total-variation distance (0 = identical distributions, 1 = disjoint) before matching (against all candidates) and after (against the sampled baseline). After-values near 0 mean the baseline mirrors the affected group on that dimension. observeErrorImpactFlowTypeImpact: type: object description: >- One flow type's slice of the impact comparison: the affected flows of this type against the baseline flows of the SAME type (flow type is a hard block variable of the baseline — see `matchingReport.strata[].flowType`), with the baseline rate standardized to this type's own affected OS/browser mix. required: - flowType - affectedFlowCount - affectedAttemptCount - baselineFlowCount - baselineAttemptCount properties: flowType: type: string description: >- Flow type name (`login`, `signup`, ...); empty for flows that carry no type. affectedFlowCount: type: integer format: int64 description: Affected flows of this type. affectedAttemptCount: type: integer format: int64 description: >- Affected flows of this type that completed or were abandoned — the denominator of `affectedCompletionRate`, and what says whether the row rests on anything. affectedCompletionRate: type: number format: double description: >- Completion rate of the affected flows of this type. Absent when none has an attempts outcome. affectedCompletedDurationP50Ms: type: integer format: int64 description: >- Median duration of COMPLETED affected flows of this type, in milliseconds. Absent when none completed. affectedCompletedFlowsMeasured: type: integer format: int64 description: How many completed affected flows that median rests on. baselineFlowCount: type: integer format: int64 description: Baseline flows of this type. baselineAttemptCount: type: integer format: int64 description: Baseline flows of this type with an attempts outcome. baselineCompletionRate: type: number format: double description: >- Baseline completion rate within this type, standardized to the type's affected OS/browser mix. Absent when no env cell is comparable. baselineCompletedDurationP50Ms: type: integer format: int64 description: >- Median duration of completed baseline flows of this type, in milliseconds. baselineCompletedFlowsMeasured: type: integer format: int64 description: How many completed baseline flows that median rests on. completionLift: type: number format: double description: >- affectedCompletionRate minus baselineCompletionRate within this type. Absent when either side has no rate. observeErrorImpactSubflowCompletion: type: object description: >- How the ERRORING SUBFLOW itself ended on both sides — did this step succeed, as opposed to `completionLift`'s did the whole flow succeed (possibly via a fallback). The affected side measures the segment the analyzed flavours fired on (falling back to the flow's first segment of the subflow's code when embedding does not locate it); the baseline side the first segment of the same code, so flows that never attempted the subflow are excluded. Flow-type-agnostic by construction: a passkey-login attempt is the same unit in a login and in a signup flow, so this comparison stays clean when the affected group mixes flow types. Absent when the analyzed flavours span several subflow types or none resolves to a known code. required: - subflowCode - definitional - affectedMeasuredCount - affectedCompleteCount - baselineMeasuredCount - baselineCompleteCount properties: subflowCode: type: string description: >- Long-path code of the subflow the analyzed flavours belong to (e.g. `pk-lo`). definitional: type: boolean description: >- True when the analyzed flavours are embedded ONLY in non-completing outcome variants — the comparison is then circular (the error's presence defines the segment as failed) and must not be presented as a measured impact. affectedMeasuredCount: type: integer format: int64 description: >- Affected flows with a classifiable segment of the subflow; the denominator of `affectedCompletionRate`. affectedCompleteCount: type: integer format: int64 affectedCompletionRate: type: number format: double description: >- Share of the affected side's measured subflow attempts that completed. Absent when nothing was measured. baselineMeasuredCount: type: integer format: int64 description: Baseline flows with a classifiable segment of the subflow. baselineCompleteCount: type: integer format: int64 baselineCompletionRate: type: number format: double description: >- Share of the baseline side's measured subflow attempts that completed. completionLift: type: number format: double description: >- affectedCompletionRate minus baselineCompletionRate. Absent when either side measured nothing. errorRspV2: type: object required: - error properties: error: type: object required: - message properties: message: description: Error message type: string example: Validation failed details: description: Validation error details per field type: array items: type: object required: - field - message properties: field: description: Field name that failed validation type: string example: projectID message: description: Validation error message type: string example: required observeErrorImpactEnvCell: type: object required: - osName - browserName - flowCount properties: completedDurationP50Ms: type: integer format: int64 description: >- Median flow duration in milliseconds within this environment, over completed flows only. Absent when the cell has no completed flows. completedFlowsMeasured: type: integer format: int64 description: How many completed flows this cell's median rests on. osName: type: string description: OS name; empty when unknown. browserName: type: string description: Browser (web) or app name (app); empty when unknown. flowCount: type: integer format: int64 description: Distinct flows in this cell. completionRate: type: number format: double description: >- Completion rate within this cell. Absent when the cell has no attempts-outcome flows. observeErrorImpactFlowTypeCell: type: object required: - flowType - flowCount properties: flowType: type: string description: >- Flow type name (`login`, `enrollment`, `recovery`, `signup` or a project's custom type); empty when the flow carries none. flowCount: type: integer format: int64 description: Analyzed flows of this type in the group. observeErrorImpactMatchingStratum: type: object required: - affectedFlowCount - baselineFlowCount - collapseLevel properties: flowType: type: string description: >- The stratum's flow type. Flow type is a hard block variable — part of every stratum key at every collapse level, never dropped — so baseline flows of one flow type never serve affected flows of another. Empty for flows carrying no type. pathPrefix: type: string description: >- Coarse route before the erroring subflow (segment codes joined by |). Empty = the error sat on the first segment, or the prefix dimension was not part of this stratum. errorSubflow: type: string description: >- Subflow code the error sits on (e.g. pk-lo). Empty when the position could not be derived. osName: type: string browserName: type: string touchpoint: type: string applicationID: type: string affectedFlowCount: type: integer format: int64 baselineFlowCount: type: integer format: int64 description: >- Baseline flows sampled for this stratum (target is `ratio` x affectedFlowCount; less when candidates ran out). collapseLevel: type: integer description: >- 0 = matched on the full requested key; 1 = prefix dropped; 2 = extra dimensions dropped (env + position only); 3 = position only. observeErrorImpactBalanceCell: type: object required: - dimension - imbalanceBefore - imbalanceAfter properties: dimension: type: string imbalanceBefore: type: number format: double imbalanceAfter: type: number format: double responses: error: description: Error content: application/json: schema: $ref: '#/components/schemas/errorRspV2' securitySchemes: bearerAuth: type: http scheme: bearer description: >- Use an Observe API key from the management console. The key selects the project and must grant the permission listed on the operation. Keep this key on your server. ````