Add release notes with PR link

release-notes/opendistro-for-elasticsearch-anomaly-detection.release-notes-1.7.0.0.md

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+## Open Distro for Elasticsearch 1.7.0.0 Release Notes
+Compatible with Elasticsearch 7.6.1 and Open Distro for Elasticsearch 1.7.0.
+
+## Initial Release
+The Anomaly Detection Elasticsearch plugin enables you to detect anomalies in streaming time series data based on the random cut forest (RCF) algorithm.
+You can create anomaly detectors and add features to them to customize what data you want to detect anomalies over.
+
+This plugin can be used with the [Anomaly Detection Kibana plugin](https://github.com/opendistro-for-elasticsearch/anomaly-detection-kibana-plugin) for an intuitive user interface that can be used to configure, start, and stop anomaly detectors. You can also view the anomaly history for all of your created detectors. 
+
+This plugin works independently. You can also use the plugin with the same version of the [Open Distro Alerting plugin](https://github.com/opendistro-for-elasticsearch/alerting) and [Open Distro Alerting Kibana plugin](https://github.com/opendistro-for-elasticsearch/alerting-kibana-plugin) to get alert notifications. You can create a monitor based on an anomaly detector directly on the Alerting Kibana plugin. Monitors run checks on the anomaly detection results regularly and trigger alerts based on custom trigger conditions.
+
+## Features
+1. Create and configure anomaly detectors over user-specified indices and features
+2. Start and stop detectors at any time
+3. Query anomaly results
+4. Query existing detectors
+5. Query specific detector details and current state
+6. Preview anomaly results for new detector features
+
+## Current Limitations
+- Limit of 1000 detectors per Elasticsearch cluster
+- Limit of 5 features per detector
+- Total detectors memory limit of 10% of JVM heap
+- Not all API calls have complete error handling
+- We will continuously add new unit test cases, but we don't have 100% unit test coverage for now. This is a great area for developers from the community to contribute and help improve test coverage
+- Please see documentation links and GitHub issues for other details
+
+## Major Changes
+* Add state and error to profile API [PR #84](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/84)
+* preview detector on the fly [PR #72](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/72)
+* Cancel query if given detector already have one [PR #54](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/54)
+* support return AD job when get detector [PR #50](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/50)
+* add AD job on top of JobScheduler [PR #44](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/44)
+* Adding negative cache to throttle extra request [PR #40](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/40)
+* add window delay support [PR #24](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/24)
+* Circuit breaker [PR #10](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/10) [PR #7](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/7)
+* Stats collection [PR #8](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/8)
+
+## Enhancements
+* Stats API: moved detector count call outside transport layer and make asynchronous [PR #108](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/108)
+* change AD result index rollover setting [PR #100](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/100)
+* add async maintenance [PR #94](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/94)
+* add async stopModel [PR #93](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/93)
+* add timestamp to async putModelCheckpoint [PR #92](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/92)
+* Add async clear [PR #91](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/91)
+* Use callbacks and bug fix [PR #83](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/83)
+* add async trainModel [PR #81](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/81)
+* Add async getColdStartData [PR #80](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/80)
+* Change the default value of lastUpdateTime [PR #77](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/77)
+* add async getThresholdingResult [PR #70](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/70)
+* add async getRcfResult [PR #69](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/69)
+* fix rcf random seed in preview [PR #68](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/68)
+* Fix empty preview result due to insufficient sample [PR #65](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/65)
+* Add async CheckpointDao methods. [PR #62](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/62)
+* record error and execution start/end time in AD result; handle except… [PR #59](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/59)
+* Improve log message when we cannot get anomaly result [PR #58](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/58)
+* Write detection code path in callbacks [PR #48](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/48)
+* Send back error response when failing to stop detector [PR #45](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/45)
+* adjust preview configuration for more data [PR #39](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/39)
+* Refactor using ClientUtil [PR #32](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/32)
+* return empty preview results on failure [PR #31](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/31)
+* allow non-negative window delay [PR #30](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/30)
+* return no data error message to preview [PR #29](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/29)
+* change AD setting name [PR #26](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/26)
+* Add async CheckpointDao methods. [PR #17](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/17)
+* Add async implementation of getFeaturesForSampledPeriods. [PR #16](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/16)
+* Add async implementation of getFeaturesForPeriod. [PR #15](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/15)
+* add test evaluating anomaly results [PR #13](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/13)
+
+## Bug Fixes
+* Change setting name so that rpm/deb has the same name as zip [PR #109](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/109)
+* Can't start AD job if detector has no feature [PR #76](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/76)
+* Fix null pointer exception during preview [PR #74](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/74)
+* Add threadpool prefix and change threadpool name [PR #56](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/56)
+* change setting name and fix stop AD request [PR #41](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/41)
+* Revert "merge changes from alpha branch: change setting name and fix … [PR #38](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/38)
+* fix stop detector api to use correct request [PR #25](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/25)
+
+## Infra Changes
+* Add release notes for ODFE 1.7.0 [PR #120](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/120) [PR #119](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/119)
+* Opendistro Release 1.7.0 [PR #106](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/106)
+* Create opendistro-elasticsearch-anomaly-detection.release-notes.md [PR #103](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/103)
+* Update test branch [PR #101](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/101)
+* bump opendistroVersion to 1.6.1 [PR #99](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/99)
+* Change to mention we support only JDK 13 [PR #98](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/98)
+* AD opendistro 1.6 support [PR #87](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/87)
+* Added URL for jb_scheduler-plugin_zip instead of local file path [PR #82](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/82)
+* Change build instruction for JDK [PR #61](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/61)
+* Odfe 1.4.0 [PR #43](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/43)
+* Add spotless for code format [PR #22](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/22)
+* update third-party [PR #14](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/14)
+* build artifacts for rpm, deb, zip [PR #5](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/5)
+* Update test-workflow.yml [PR #2](https://github.com/opendistro-for-elasticsearch/anomaly-detection/pull/2)