Merge branch 'master' into test-basic-tutorial

Author: erohmensing

.github/stale.yml

@@ -5,7 +5,9 @@ daysUntilClose: 7
 # Issues with these labels will never be considered stale
 exemptLabels:
   - "type:enhancement ✨"
+  - "type:enhancement :sparkles:"
   - "type:discussion 👨‍👧‍👦"
+  - "type:discussion :family_man_girl_boy:"
 # Label to use when marking an issue as stale
 staleLabel: stale
 # Comment to post when marking an issue as stale. Set to `false` to disable

CHANGELOG.rst

@@ -17,6 +17,25 @@ This project adheres to `Semantic Versioning`_ starting with version 1.0.
 
 .. towncrier release notes start
 
+[1.8.2] - 2020-03-19
+^^^^^^^^^^^^^^^^^^^^
+
+Bugfixes
+--------
+- `#5438 <https://github.com/rasahq/rasa/issues/5438>`_: Fixed bug when installing rasa with ``poetry``.
+- `#5413 <https://github.com/RasaHQ/rasa/issues/5413>`_: Fixed bug with ``EmbeddingIntentClassifier``, where results
+  weren't the same as in 1.7.x. Fixed by setting weight sparsity to 0.
+
+Improved Documentation
+----------------------
+- `#5404 <https://github.com/rasahq/rasa/issues/5404>`_: Explain how to run commands as ``root`` user in Rasa SDK Docker images since version
+  ``1.8.0``. Since version ``1.8.0`` the Rasa SDK Docker images does not longer run as
+  ``root`` user by default. For commands which require ``root`` user usage, you have to
+  switch back to the ``root`` user in your Docker image as described in
+  :ref:`deploying-your-rasa-assistant_custom-dependencies`.
+- `#5402 <https://github.com/RasaHQ/rasa/issues/5402>`_: Made improvements to Building Assistants tutorial
+
+
 [1.8.1] - 2020-03-06
 ^^^^^^^^^^^^^^^^^^^^
 
@@ -42,7 +61,7 @@ Deprecations and Removals
 
 Features
 --------
-- `#2674 <https://github.com/rasahq/rasa/issues/2674>`_: Add default value ``__other__`` to ``values`` of a ``CategoricalSlot``. 
+- `#2674 <https://github.com/rasahq/rasa/issues/2674>`_: Add default value ``__other__`` to ``values`` of a ``CategoricalSlot``.
 
   All values not mentioned in the list of values of a ``CategoricalSlot``
   will be mapped to ``__other__`` for featurization.
@@ -106,7 +125,7 @@ Improvements
 - `#4653 <https://github.com/rasahq/rasa/issues/4653>`_: Added a new command-line argument ``--init-dir`` to command ``rasa init`` to specify
   the directory in which the project is initialised.
 - `#4682 <https://github.com/rasahq/rasa/issues/4682>`_: Added support to send images with the twilio output channel.
-- `#4817 <https://github.com/rasahq/rasa/issues/4817>`_: Part of Slack sanitization: 
+- `#4817 <https://github.com/rasahq/rasa/issues/4817>`_: Part of Slack sanitization:
   Multiple garbled URL's in a string coming from slack will be converted into actual strings.
   ``Example: health check of <http://eemdb.net|eemdb.net> and <http://eemdb1.net|eemdb1.net> to health check of
   eemdb.net and eemdb1.net``
@@ -138,7 +157,7 @@ Bugfixes
   `TwoStageFallbackPolicy <https://rasa.com/docs/rasa/core/policies/#two-stage-fallback-policy>`_ are used together.
 - `#5201 <https://github.com/rasahq/rasa/issues/5201>`_: Fixed incorrectly raised Error encountered in pipelines with a ``ResponseSelector`` and NLG.
 
-  When NLU training data is split before NLU pipeline comparison, 
+  When NLU training data is split before NLU pipeline comparison,
   NLG responses were not also persisted and therefore training for a pipeline including the ``ResponseSelector`` would fail.
 
   NLG responses are now persisted along with NLU data to a ``/train`` directory in the ``run_x/xx%_exclusion`` folder.

changelog/4826.improvement.rst

@@ -0,0 +1,4 @@
+Add full retrieval intent name to message data
+``ResponseSelector`` will now add the full retrieval intent name
+e.g. ``faq/which_version`` to the prediction, making it accessible
+from the tracker.

changelog/5205.bugfix.rst

@@ -0,0 +1,3 @@
+Fixed the bug when FormPolicy was overwriting MappingPolicy prediction (e.g. ``/restart``).
+Priorities for :ref:`mapping-policy:` and :ref:`form-policy:` are no longer linear:
+``FormPolicy`` priority is 5, but its prediction is ignored if ``MappingPolicy`` is used for prediction.

changelog/5215.bugfix.rst

@@ -0,0 +1,5 @@
+Fixed issue related to storing Python ``float`` values as ``decimal.Decimal`` objects
+in DynamoDB tracker stores. All ``decimal.Decimal`` objects are now converted to
+``float`` on tracker retrieval.
+
+Added a new docs section on :ref:`tracker-stores-dynamo`.

changelog/5446.improvement.rst

@@ -0,0 +1,6 @@
+The endpoint ``PUT /conversations/<conversation_id>/tracker/events`` no longer
+adds session start events (to learn more about conversation sessions, please
+see :ref:`session_config`) in addition to the events which were sent in the request
+payload. To achieve the old behavior send a
+``GET /conversations/<conversation_id>/tracker``
+request before appending events.

data/configs_for_docs/default_config.yml

@@ -1,4 +1,4 @@
-language: "en"
+language: "fr"  # your two-letter language code
 
 pipeline:
   - name: WhitespaceTokenizer
@@ -10,5 +10,7 @@ pipeline:
     min_ngram: 1
     max_ngram: 4
   - name: DIETClassifier
+    epochs: 100
   - name: EntitySynonymMapper
-  - name: ResponseSelector
+  - name: ResponseSelector
+    epochs: 100

data/configs_for_docs/default_english_config.yml

@@ -11,5 +11,7 @@ pipeline:
     min_ngram: 1
     max_ngram: 4
   - name: DIETClassifier
+    epochs: 100
   - name: EntitySynonymMapper
   - name: ResponseSelector
+    epochs: 100

data/configs_for_docs/default_spacy_config.yml

@@ -1,4 +1,4 @@
-language: "en"
+language: "fr"  # your two-letter language code
 
 pipeline:
   - name: SpacyNLP
@@ -12,6 +12,7 @@ pipeline:
     min_ngram: 1
     max_ngram: 4
   - name: DIETClassifier
+    epochs: 100
   - name: EntitySynonymMapper
   - name: ResponseSelector
-
+    epochs: 100

docs/_static/css/custom.css

@@ -6,3 +6,18 @@ dl.glossary dt {
 dl.glossary dd {
     margin-top: 2px;
 }
+
+.toggle .header {
+    display: block;
+    clear: both;
+}
+
+.toggle .header:after {
+    content: "▶ show";
+    cursor: pointer;
+}
+
+.toggle .header.open:after {
+    content: "▼ hide";
+    cursor: pointer;
+}