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Remove APM section from openai dashboard (#19041)
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‎openai/assets/dashboards/cost_overview_dashboard.json

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"id": 3636494906945158,
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"definition": {
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"type": "note",
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"content": "There are **4 sections** in this dashboard, all require Cloud Cost Management for OpenAI to be set up to see data.\n\n1. **OpenAI Cost Management**: [Set up](https://docs.datadoghq.com/cloud_cost_management/saas_costs/?tab=openai#setup) Cloud Cost Management and then the OpenAI integration\n2. **OpenAI Integration (API)**: [Set up](https://docs.datadoghq.com/integrations/openai/?tab=apikey) the **free** API set-up portion\n3. **OpenAI Integration (APM)**: [Set up](https://docs.datadoghq.com/integrations/openai/?tab=python) APM and the APM section of the Datadog OpenAI Integration \n4. **LLM Observability**: [Set up](https://docs.datadoghq.com/llm_observability/setup/?tab=decorators) LLM Observability \n\nYou can clone and customize this dashboard for your specific tags",
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"content": "There are **4 sections** in this dashboard, all require Cloud Cost Management for OpenAI to be set up to see data.\n\n1. **OpenAI Cost Management**: [Set up](https://docs.datadoghq.com/cloud_cost_management/saas_costs/?tab=openai#setup) Cloud Cost Management and then the OpenAI integration\n2. **OpenAI Integration (API)**: [Set up](https://docs.datadoghq.com/integrations/openai/?tab=apikey) the **free** API set-up portion\n3. **LLM Observability**: [Set up](https://docs.datadoghq.com/llm_observability/setup/?tab=decorators) LLM Observability \n\nYou can clone and customize this dashboard for your specific tags",
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"background_color": "blue",
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"font_size": "16",
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"text_align": "left",
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},
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"layout": {"x": 0, "y": 17, "width": 12, "height": 7}
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},
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{
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"id": 3812785000101592,
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"definition": {
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"title": "OpenAI Integration (APM)",
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"background_color": "vivid_blue",
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"show_title": true,
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"type": "group",
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"layout_type": "ordered",
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"widgets": [
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{
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"id": 1797831271623678,
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"definition": {
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"type": "note",
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"content": "Set up the [APM](https://app.datadoghq.com/integrations/openai?search=OpenAI) part of [OpenAI general integration](https://docs.datadoghq.com/integrations/openai/?tab=python) to see data in this section. You must be an APM customer to set up. Dive deeper in [OpenAI Overview Dashboard](https://app.datadoghq.com/dash/integration/30978/openai-overview-dashboard). ",
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"background_color": "blue",
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"font_size": "14",
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"text_align": "center",
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"vertical_align": "center",
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"show_tick": false,
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"tick_pos": "50%",
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"tick_edge": "left",
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"has_padding": true
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},
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"layout": {"x": 0, "y": 0, "width": 12, "height": 1}
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},
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{
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"id": 6305672979624266,
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"definition": {
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"title": "Cost per Service",
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"title_size": "16",
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"title_align": "left",
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"type": "toplist",
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"requests": [
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{
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"queries": [
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{
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"data_source": "cloud_cost",
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"name": "query2",
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"query": "sum:custom.cost.amortized{provider_name:OpenAI,$api_key,$ml_app,$service,$model,$project}",
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"aggregator": "sum"
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},
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{
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"data_source": "metrics",
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"name": "query3",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project} by {service}.as_count()",
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"aggregator": "sum"
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},
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{
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"data_source": "metrics",
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"name": "query1",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project}.as_count()",
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"aggregator": "sum"
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}
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],
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"response_format": "scalar",
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"formulas": [
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{
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"formula": "query2 * query3 / query1",
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"number_format": {
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"unit": {"type": "canonical_unit", "unit_name": "dollar"}
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}
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}
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],
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"sort": {
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"order_by": [{"type": "formula", "index": 0, "order": "desc"}],
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"count": 500
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}
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}
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],
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"style": {"display": {"type": "stacked", "legend": "automatic"}, "palette": "datadog16"}
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},
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"layout": {"x": 0, "y": 1, "width": 4, "height": 3}
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},
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{
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"id": 205108745443972,
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"definition": {
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"title": "Cost per Service Over Time",
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"title_size": "16",
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"title_align": "left",
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"show_legend": false,
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"type": "timeseries",
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"requests": [
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{
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"formulas": [
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{
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"formula": "query2 * query3 / query1",
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"number_format": {
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"unit": {"type": "canonical_unit", "unit_name": "dollar"}
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}
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}
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],
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"queries": [
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{
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"data_source": "cloud_cost",
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"name": "query2",
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"query": "sum:custom.cost.amortized{provider_name:OpenAI,$api_key,$ml_app,$service,$model,$project}.rollup(sum, 86400)"
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},
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{
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"data_source": "metrics",
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"name": "query3",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project} by {service}.as_count()"
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},
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{
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"data_source": "metrics",
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"name": "query1",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project}.as_count()"
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}
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],
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"response_format": "timeseries",
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"style": {
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"palette": "datadog16",
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"order_by": "values",
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"line_type": "solid",
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"line_width": "normal"
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},
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"display_type": "bars"
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}
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]
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},
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"layout": {"x": 4, "y": 1, "width": 8, "height": 3}
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},
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{
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"id": 2997929981443078,
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"definition": {
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"title": "Cost per Org",
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"title_size": "16",
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"title_align": "left",
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"type": "toplist",
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"requests": [
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{
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"queries": [
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{
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"data_source": "cloud_cost",
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"name": "query2",
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"query": "sum:custom.cost.amortized{provider_name:OpenAI,$api_key,$ml_app,$service,$model,$project}",
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"aggregator": "sum"
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},
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{
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"data_source": "metrics",
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"name": "query3",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project} by {openai.organization.name}.as_count()",
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"aggregator": "sum"
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},
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{
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"data_source": "metrics",
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"name": "query1",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project}.as_count()",
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"aggregator": "sum"
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}
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],
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"response_format": "scalar",
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"formulas": [
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{
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"formula": "query2 * query3 / query1",
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"number_format": {
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"unit": {"type": "canonical_unit", "unit_name": "dollar"}
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}
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}
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],
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"sort": {
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"count": 500,
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"order_by": [{"type": "formula", "index": 0, "order": "desc"}]
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}
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}
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],
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"style": {"display": {"type": "stacked", "legend": "automatic"}, "palette": "datadog16"}
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},
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"layout": {"x": 0, "y": 4, "width": 4, "height": 3}
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},
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{
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"id": 1477288913573598,
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"definition": {
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"title": "Cost per Env",
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"title_size": "16",
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"title_align": "left",
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"type": "toplist",
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"requests": [
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{
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"queries": [
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{
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"data_source": "cloud_cost",
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"name": "query2",
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"query": "sum:custom.cost.amortized{provider_name:OpenAI,$api_key,$ml_app,$service,$model,$project}",
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"aggregator": "sum"
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},
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{
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"data_source": "metrics",
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"name": "query3",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project} by {env}.as_count()",
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"aggregator": "sum"
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},
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{
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"data_source": "metrics",
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"name": "query1",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project}.as_count()",
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"aggregator": "sum"
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}
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],
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"response_format": "scalar",
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"formulas": [
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{
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"formula": "query2 * query3 / query1",
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"number_format": {
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"unit": {"type": "canonical_unit", "unit_name": "dollar"}
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}
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}
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],
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"sort": {
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"count": 500,
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"order_by": [{"type": "formula", "index": 0, "order": "desc"}]
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}
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}
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],
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"style": {"display": {"type": "stacked", "legend": "automatic"}, "palette": "datadog16"}
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},
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"layout": {"x": 4, "y": 4, "width": 4, "height": 3}
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},
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{
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"id": 5959445400656100,
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"definition": {
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"title": "Cost per API key",
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"title_size": "16",
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"title_align": "left",
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"type": "toplist",
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"requests": [
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{
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"queries": [
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{
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"data_source": "cloud_cost",
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"name": "query2",
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"query": "sum:custom.cost.amortized{provider_name:OpenAI,$api_key,$ml_app,$service,$model,$project}",
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"aggregator": "sum"
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},
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{
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"data_source": "metrics",
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"name": "query3",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project} by {openai.user.api_key}.as_count()",
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"aggregator": "sum"
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},
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{
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"data_source": "metrics",
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"name": "query1",
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"query": "sum:openai.tokens.total{$api_key,$ml_app,$service,$model,$project}.as_count()",
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"aggregator": "sum"
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}
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],
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"response_format": "scalar",
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"formulas": [
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{
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"formula": "query2 * query3 / query1",
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"number_format": {
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"unit": {"type": "canonical_unit", "unit_name": "dollar"}
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}
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}
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],
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"sort": {
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"count": 500,
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"order_by": [{"type": "formula", "index": 0, "order": "desc"}]
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}
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}
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],
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"style": {"display": {"type": "stacked", "legend": "automatic"}, "palette": "datadog16"}
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},
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"layout": {"x": 8, "y": 4, "width": 4, "height": 3}
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}
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]
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},
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"layout": {"x": 0, "y": 0, "width": 12, "height": 8, "is_column_break": true}
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},
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{
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"id": 8181163626805416,
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"definition": {

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