diff --git a/spec/frontend/monitoring/components/charts/time_series_spec.js b/spec/frontend/monitoring/components/charts/time_series_spec.js
new file mode 100644
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+++ b/spec/frontend/monitoring/components/charts/time_series_spec.js
@@ -0,0 +1,321 @@
+import { shallowMount } from '@vue/test-utils';
+import { createStore } from '~/monitoring/stores';
+import { GlLink } from '@gitlab/ui';
+import { GlAreaChart, GlLineChart, GlChartSeriesLabel } from '@gitlab/ui/dist/charts';
+import { getSvgIconPathContent } from '~/lib/utils/icon_utils';
+import TimeSeries from '~/monitoring/components/charts/time_series.vue';
+import * as types from '~/monitoring/stores/mutation_types';
+import { TEST_HOST } from 'helpers/test_constants';
+import { shallowWrapperContainsSlotText } from '../../../helpers/vue_test_utils_helper';
+import MonitoringMock, { deploymentData } from '../../../../javascripts/monitoring/mock_data';
+
+jest.mock('~/lib/utils/icon_utils');
+
+describe('Time Series component', () => {
+  const mockSha = 'mockSha';
+  const mockWidgets = 'mockWidgets';
+  const mockSvgPathContent = 'mockSvgPathContent';
+  const projectPath = `${TEST_HOST}/path/to/project`;
+  const commitUrl = `${projectPath}/commit/${mockSha}`;
+  let mockGraphData;
+  let timeSeriesChart;
+  let spriteSpy;
+  let store;
+
+  beforeEach(() => {
+    store = createStore();
+    store.commit(`monitoringDashboard/${types.RECEIVE_METRICS_DATA_SUCCESS}`, MonitoringMock.data);
+    store.commit(`monitoringDashboard/${types.RECEIVE_DEPLOYMENTS_DATA_SUCCESS}`, deploymentData);
+    store.dispatch('monitoringDashboard/setFeatureFlags', { exportMetricsToCsvEnabled: true });
+
+    [mockGraphData] = store.state.monitoringDashboard.groups[0].metrics;
+
+    getSvgIconPathContent.mockResolvedValue('mockSvgPathContent');
+
+    window.URL.createObjectURL = jest.fn();
+
+    timeSeriesChart = shallowMount(TimeSeries, {
+      propsData: {
+        graphData: mockGraphData,
+        containerWidth: 0,
+        deploymentData: store.state.monitoringDashboard.deploymentData,
+        projectPath,
+      },
+      slots: {
+        default: mockWidgets,
+      },
+      store,
+    });
+  });
+
+  afterEach(() => {
+    timeSeriesChart.destroy();
+    window.URL.createObjectURL.mockReset();
+  });
+
+  it('renders chart title', () => {
+    expect(timeSeriesChart.find({ ref: 'graphTitle' }).text()).toBe(mockGraphData.title);
+  });
+
+  it('contains graph widgets from slot', () => {
+    expect(timeSeriesChart.find({ ref: 'graphWidgets' }).text()).toBe(mockWidgets);
+  });
+
+  describe('wrapped components', () => {
+    describe('GitLab UI area chart', () => {
+      let glAreaChart;
+      let glLineChart;
+
+      beforeEach(() => {
+        glAreaChart = timeSeriesChart.find(GlAreaChart);
+        glLineChart = timeSeriesChart.find(GlLineChart);
+      });
+
+      it('area chart is present and a Vue instance', () => {
+        expect(glAreaChart.isVueInstance()).toBe(true);
+      });
+
+      it('line chart is not present', () => {
+        expect(glLineChart.exists()).toBe(false);
+      });
+
+      describe('computed', () => {
+        describe('chartData', () => {
+          let chartData;
+
+          beforeEach(() => {
+            ({ chartData } = timeSeriesChart.vm);
+          });
+          it('has area style defined', () => {
+            expect(chartData[0].areaStyle).toBeDefined();
+          });
+        })
+      })
+    })
+
+    describe('GitLab UI line chart', () => {
+      let glLineChart;
+
+      beforeEach(() => {
+        glLineChart = timeSeriesChart.find(GlLineChart);
+      });
+
+      it('is a Vue instance', () => {
+        expect(glLineChart.isVueInstance()).toBe(true);
+      });
+
+      it('receives data properties needed for proper chart render', () => {
+        const props = glLineChart.props();
+
+       expect(props.data).toBe(timeSeriesChart.vm.chartData);
+        expect(props.option).toBe(timeSeriesChart.vm.chartOptions);
+        expect(props.formatTooltipText).toBe(timeSeriesChart.vm.formatTooltipText);
+        expect(props.thresholds).toBe(timeSeriesChart.vm.thresholds);
+      });
+
+      it('recieves a tooltip title', () => {
+        const mockTitle = 'mockTitle';
+        timeSeriesChart.vm.tooltip.title = mockTitle;
+
+        expect(shallowWrapperContainsSlotText(glLineChart, 'tooltipTitle', mockTitle)).toBe(true);
+      });
+
+      describe('when tooltip is showing deployment data', () => {
+        beforeEach(() => {
+          timeSeriesChart.vm.tooltip.isDeployment = true;
+        });
+
+        it('uses deployment title', () => {
+          expect(shallowWrapperContainsSlotText(glLineChart, 'tooltipTitle', 'Deployed')).toBe(
+            true,
+          );
+        });
+
+        it('renders clickable commit sha in tooltip content', () => {
+          timeSeriesChart.vm.tooltip.sha = mockSha;
+          timeSeriesChart.vm.tooltip.commitUrl = commitUrl;
+
+          const commitLink = timeSeriesChart.find(GlLink);
+
+          expect(shallowWrapperContainsSlotText(commitLink, 'default', mockSha)).toBe(true);
+          expect(commitLink.attributes('href')).toEqual(commitUrl);
+        });
+      });
+    });
+  });
+
+  describe('when exportMetricsToCsvEnabled is disabled', () => {
+    beforeEach(() => {
+      store.dispatch('monitoringDashboard/setFeatureFlags', { exportMetricsToCsvEnabled: false });
+    });
+
+    it('does not render the Download CSV button', () => {
+      expect(timeSeriesChart.contains('glbutton-stub')).toBe(false);
+    });
+  });
+
+  describe('methods', () => {
+    describe('formatTooltipText', () => {
+      const mockDate = deploymentData[0].created_at;
+      const generateSeriesData = type => ({
+        seriesData: [
+          {
+            seriesName: timeSeriesChart.vm.chartData[0].name,
+            componentSubType: type,
+            value: [mockDate, 5.55555],
+            seriesIndex: 0,
+          },
+        ],
+        value: mockDate,
+      });
+
+      describe('when series is of line type', () => {
+        beforeEach(() => {
+          timeSeriesChart.vm.formatTooltipText(generateSeriesData('line'));
+        });
+
+        it('formats tooltip title', () => {
+          expect(timeSeriesChart.vm.tooltip.title).toBe('31 May 2017, 9:23PM');
+        });
+
+        it('formats tooltip content', () => {
+          const name = 'Core Usage';
+          const value = '5.556';
+          const seriesLabel = timeSeriesChart.find(GlChartSeriesLabel);
+
+          expect(seriesLabel.vm.color).toBe('');
+          expect(shallowWrapperContainsSlotText(seriesLabel, 'default', name)).toBe(true);
+          expect(timeSeriesChart.vm.tooltip.content).toEqual([{ name, value, color: undefined }]);
+          expect(
+            shallowWrapperContainsSlotText(timeSeriesChart.find(GlAreaChart), 'tooltipContent', value),
+          ).toBe(true);
+        });
+      });
+
+      describe('when series is of scatter type', () => {
+        beforeEach(() => {
+          timeSeriesChart.vm.formatTooltipText(generateSeriesData('scatter'));
+        });
+
+        it('formats tooltip title', () => {
+          expect(timeSeriesChart.vm.tooltip.title).toBe('31 May 2017, 9:23PM');
+        });
+
+        it('formats tooltip sha', () => {
+          expect(timeSeriesChart.vm.tooltip.sha).toBe('f5bcd1d9');
+        });
+      });
+    });
+
+    describe('setSvg', () => {
+      const mockSvgName = 'mockSvgName';
+
+      beforeEach(() => {
+        timeSeriesChart.vm.setSvg(mockSvgName);
+      });
+
+      it('gets svg path content', () => {
+        expect(getSvgIconPathContent).toHaveBeenCalledWith(mockSvgName);
+      });
+
+      it('sets svg path content', done => {
+        timeSeriesChart.vm.$nextTick(() => {
+          expect(timeSeriesChart.vm.svgs[mockSvgName]).toBe(`path://${mockSvgPathContent}`);
+          done();
+        });
+      });
+    });
+
+    describe('onResize', () => {
+      const mockWidth = 233;
+
+      beforeEach(() => {
+        jest.spyOn(Element.prototype, 'getBoundingClientRect').and.callFake(() => ({
+          width: mockWidth,
+        }));
+        timeSeriesChart.vm.onResize();
+      });
+
+      it('sets time series chart width', () => {
+        expect(timeSeriesChart.vm.width).toBe(mockWidth);
+      });
+    });
+  });
+
+  describe('computed', () => {
+    describe('chartData', () => {
+      let chartData;
+      const seriesData = () => chartData[0];
+
+      beforeEach(() => {
+        ({ chartData } = timeSeriesChart.vm);
+      });
+
+      it('utilizes all data points', () => {
+        expect(chartData.length).toBe(1);
+        expect(seriesData().data.length).toBe(297);
+      });
+
+      it('creates valid data', () => {
+        const { data } = seriesData();
+
+        expect(
+          data.filter(([time, value]) => new Date(time).getTime() > 0 && typeof value === 'number')
+            .length,
+        ).toBe(data.length);
+      });
+
+      it('formats line width correctly', () => {
+        expect(chartData[0].lineStyle.width).toBe(2);
+      });
+    });
+
+    describe('chartOptions', () => {
+      describe('yAxis formatter', () => {
+        let format;
+
+        beforeEach(() => {
+          format = timeSeriesChart.vm.chartOptions.yAxis.axisLabel.formatter;
+        });
+
+        it('rounds to 3 decimal places', () => {
+          expect(format(0.88888)).toBe('0.889');
+        });
+      });
+    });
+
+    describe('scatterSeries', () => {
+      it('utilizes deployment data', () => {
+        expect(timeSeriesChart.vm.scatterSeries.data).toEqual([
+          ['2017-05-31T21:23:37.881Z', 0],
+          ['2017-05-30T20:08:04.629Z', 0],
+          ['2017-05-30T17:42:38.409Z', 0],
+        ]);
+      });
+    });
+
+    describe('yAxisLabel', () => {
+      it('constructs a label for the chart y-axis', () => {
+        expect(timeSeriesChart.vm.yAxisLabel).toBe('CPU');
+      });
+    });
+
+    describe('csvText', () => {
+      it('converts data from json to csv', () => {
+        const header = `timestamp,${mockGraphData.y_label}`;
+        const data = mockGraphData.queries[0].result[0].values;
+        const firstRow = `${data[0][0]},${data[0][1]}`;
+
+        expect(timeSeriesChart.vm.csvText).toMatch(`^${header}\r\n${firstRow}`);
+      });
+    });
+
+    describe('downloadLink', () => {
+      it('produces a link to download metrics as csv', () => {
+        const link = timeSeriesChart.vm.downloadLink;
+
+        expect(link).toContain('blob:');
+      });
+    });
+  });
+});