test: add unit tests and fix error

see https://github.com/luxonis/depthai-experiments/tree/master/gen2-mobile-object-localizer

.Dockerignore

@@ -1,2 +1,6 @@
 venv
+dist/
+build-docker.sh
+Dockerfile
+
 

.gitignore

@@ -3,3 +3,6 @@
 *.egg-info
 .idea
 */__pycache__/
+/dist/
+build
+__pycache__

.pylintrc

@@ -0,0 +1,618 @@
+[MAIN]
+
+# Analyse import fallback blocks. This can be used to support both Python 2 and
+# 3 compatible code, which means that the block might have code that exists
+# only in one or another interpreter, leading to false positives when analysed.
+analyse-fallback-blocks=no
+
+# Load and enable all available extensions. Use --list-extensions to see a list
+# all available extensions.
+#enable-all-extensions=
+
+# In error mode, messages with a category besides ERROR or FATAL are
+# suppressed, and no reports are done by default. Error mode is compatible with
+# disabling specific errors.
+#errors-only=
+
+# Always return a 0 (non-error) status code, even if lint errors are found.
+# This is primarily useful in continuous integration scripts.
+#exit-zero=
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code.
+extension-pkg-allow-list=depthai,node,cv2,events.*
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code. (This is an alternative name to extension-pkg-allow-list
+# for backward compatibility.)
+extension-pkg-whitelist=
+
+# Return non-zero exit code if any of these messages/categories are detected,
+# even if score is above --fail-under value. Syntax same as enable. Messages
+# specified are enabled, while categories only check already-enabled messages.
+fail-on=
+
+# Specify a score threshold under which the program will exit with error.
+fail-under=10
+
+# Interpret the stdin as a python script, whose filename needs to be passed as
+# the module_or_package argument.
+#from-stdin=
+
+# Files or directories to be skipped. They should be base names, not paths.
+ignore=CVS
+
+# Add files or directories matching the regular expressions patterns to the
+# ignore-list. The regex matches against paths and can be in Posix or Windows
+# format. Because '\' represents the directory delimiter on Windows systems, it
+# can't be used as an escape character.
+ignore-paths=
+
+# Files or directories matching the regular expression patterns are skipped.
+# The regex matches against base names, not paths. The default value ignores
+# Emacs file locks
+ignore-patterns=^\.#,test_.*?py
+
+# List of module names for which member attributes should not be checked
+# (useful for modules/projects where namespaces are manipulated during runtime
+# and thus existing member attributes cannot be deduced by static analysis). It
+# supports qualified module names, as well as Unix pattern matching.
+ignored-modules=
+
+# Python code to execute, usually for sys.path manipulation such as
+# pygtk.require().
+#init-hook=
+
+# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
+# number of processors available to use, and will cap the count on Windows to
+# avoid hangs.
+jobs=1
+
+# Control the amount of potential inferred values when inferring a single
+# object. This can help the performance when dealing with large functions or
+# complex, nested conditions.
+limit-inference-results=100
+
+# List of plugins (as comma separated values of python module names) to load,
+# usually to register additional checkers.
+load-plugins=
+
+# Pickle collected data for later comparisons.
+persistent=yes
+
+# Minimum Python version to use for version dependent checks. Will default to
+# the version used to run pylint.
+py-version=3.10
+
+# Discover python modules and packages in the file system subtree.
+recursive=yes
+
+# When enabled, pylint would attempt to guess common misconfiguration and emit
+# user-friendly hints instead of false-positive error messages.
+suggestion-mode=yes
+
+# Allow loading of arbitrary C extensions. Extensions are imported into the
+# active Python interpreter and may run arbitrary code.
+unsafe-load-any-extension=no
+
+# In verbose mode, extra non-checker-related info will be displayed.
+#verbose=
+
+
+[REPORTS]
+
+# Python expression which should return a score less than or equal to 10. You
+# have access to the variables 'fatal', 'error', 'warning', 'refactor',
+# 'convention', and 'info' which contain the number of messages in each
+# category, as well as 'statement' which is the total number of statements
+# analyzed. This score is used by the global evaluation report (RP0004).
+evaluation=max(0, 0 if fatal else 10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10))
+
+# Template used to display messages. This is a python new-style format string
+# used to format the message information. See doc for all details.
+msg-template=
+
+# Set the output format. Available formats are text, parseable, colorized, json
+# and msvs (visual studio). You can also give a reporter class, e.g.
+# mypackage.mymodule.MyReporterClass.
+#output-format=
+
+# Tells whether to display a full report or only the messages.
+reports=no
+
+# Activate the evaluation score.
+score=yes
+
+
+[MESSAGES CONTROL]
+
+# Only show warnings with the listed confidence levels. Leave empty to show
+# all. Valid levels: HIGH, CONTROL_FLOW, INFERENCE, INFERENCE_FAILURE,
+# UNDEFINED.
+confidence=HIGH,
+           CONTROL_FLOW,
+           INFERENCE,
+           INFERENCE_FAILURE,
+           UNDEFINED
+
+# Disable the message, report, category or checker with the given id(s). You
+# can either give multiple identifiers separated by comma (,) or put this
+# option multiple times (only on the command line, not in the configuration
+# file where it should appear only once). You can also use "--disable=all" to
+# disable everything first and then re-enable specific checks. For example, if
+# you want to run only the similarities checker, you can use "--disable=all
+# --enable=similarities". If you want to run only the classes checker, but have
+# no Warning level messages displayed, use "--disable=all --enable=classes
+# --disable=W".
+disable=raw-checker-failed,
+        bad-inline-option,
+        locally-disabled,
+        file-ignored,
+        suppressed-message,
+        useless-suppression,
+        deprecated-pragma,
+        use-symbolic-message-instead
+
+# Enable the message, report, category or checker with the given id(s). You can
+# either give multiple identifier separated by comma (,) or put this option
+# multiple time (only on the command line, not in the configuration file where
+# it should appear only once). See also the "--disable" option for examples.
+enable=c-extension-no-member
+
+
+[LOGGING]
+
+# The type of string formatting that logging methods do. `old` means using %
+# formatting, `new` is for `{}` formatting.
+logging-format-style=old
+
+# Logging modules to check that the string format arguments are in logging
+# function parameter format.
+logging-modules=logging
+
+
+[SPELLING]
+
+# Limits count of emitted suggestions for spelling mistakes.
+max-spelling-suggestions=4
+
+# Spelling dictionary name. Available dictionaries: none. To make it work,
+# install the 'python-enchant' package.
+spelling-dict=
+
+# List of comma separated words that should be considered directives if they
+# appear at the beginning of a comment and should not be checked.
+spelling-ignore-comment-directives=fmt: on,fmt: off,noqa:,noqa,nosec,isort:skip,mypy:
+
+# List of comma separated words that should not be checked.
+spelling-ignore-words=
+
+# A path to a file that contains the private dictionary; one word per line.
+spelling-private-dict-file=
+
+# Tells whether to store unknown words to the private dictionary (see the
+# --spelling-private-dict-file option) instead of raising a message.
+spelling-store-unknown-words=no
+
+
+[MISCELLANEOUS]
+
+# List of note tags to take in consideration, separated by a comma.
+notes=FIXME,
+      XXX,
+      TODO
+
+# Regular expression of note tags to take in consideration.
+notes-rgx=
+
+
+[TYPECHECK]
+
+# List of decorators that produce context managers, such as
+# contextlib.contextmanager. Add to this list to register other decorators that
+# produce valid context managers.
+contextmanager-decorators=contextlib.contextmanager
+
+# List of members which are set dynamically and missed by pylint inference
+# system, and so shouldn't trigger E1101 when accessed. Python regular
+# expressions are accepted.
+generated-members=cv2,events.events_pb2,depthai.*,dai.*
+
+# Tells whether to warn about missing members when the owner of the attribute
+# is inferred to be None.
+ignore-none=yes
+
+# This flag controls whether pylint should warn about no-member and similar
+# checks whenever an opaque object is returned when inferring. The inference
+# can return multiple potential results while evaluating a Python object, but
+# some branches might not be evaluated, which results in partial inference. In
+# that case, it might be useful to still emit no-member and other checks for
+# the rest of the inferred objects.
+ignore-on-opaque-inference=yes
+
+# List of symbolic message names to ignore for Mixin members.
+ignored-checks-for-mixins=no-member,
+                          not-async-context-manager,
+                          not-context-manager,
+                          attribute-defined-outside-init
+
+# List of class names for which member attributes should not be checked (useful
+# for classes with dynamically set attributes). This supports the use of
+# qualified names.
+ignored-classes=optparse.Values,thread._local,_thread._local,argparse.Namespace
+
+# Show a hint with possible names when a member name was not found. The aspect
+# of finding the hint is based on edit distance.
+missing-member-hint=yes
+
+# The minimum edit distance a name should have in order to be considered a
+# similar match for a missing member name.
+missing-member-hint-distance=1
+
+# The total number of similar names that should be taken in consideration when
+
+missing-member-max-choices=1
+
+# Regex pattern to define which classes are considered mixins.
+mixin-class-rgx=.*[Mm]ixin
+
+# List of decorators that change the signature of a decorated function.
+signature-mutators=
+
+
+[CLASSES]
+
+# Warn about protected attribute access inside special methods
+check-protected-access-in-special-methods=no
+
+# List of method names used to declare (i.e. assign) instance attributes.
+defining-attr-methods=__init__,
+                      __new__,
+                      setUp,
+                      __post_init__
+
+# List of member names, which should be excluded from the protected access
+# warning.
+exclude-protected=_asdict,
+                  _fields,
+                  _replace,
+                  _source,
+                  _make
+
+# List of valid names for the first argument in a class method.
+valid-classmethod-first-arg=cls
+
+# List of valid names for the first argument in a metaclass class method.
+valid-metaclass-classmethod-first-arg=cls
+
+
+[VARIABLES]
+
+# List of additional names supposed to be defined in builtins. Remember that
+# you should avoid defining new builtins when possible.
+additional-builtins=
+
+# Tells whether unused global variables should be treated as a violation.
+allow-global-unused-variables=yes
+
+# List of names allowed to shadow builtins
+allowed-redefined-builtins=
+
+# List of strings which can identify a callback function by name. A callback
+# name must start or end with one of those strings.
+callbacks=cb_,
+          _cb
+
+# A regular expression matching the name of dummy variables (i.e. expected to
+# not be used).
+dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_
+
+# Argument names that match this expression will be ignored.
+ignored-argument-names=_.*|^ignored_|^unused_
+
+# Tells whether we should check for unused import in __init__ files.
+init-import=no
+
+# List of qualified module names which can have objects that can redefine
+# builtins.
+redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io
+
+
+[FORMAT]
+
+# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
+expected-line-ending-format=
+
+# Regexp for a line that is allowed to be longer than the limit.
+ignore-long-lines=^\s*(# )?<?https?://\S+>?$
+
+# Number of spaces of indent required inside a hanging or continued line.
+indent-after-paren=4
+
+# String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
+# tab).
+indent-string='    '
+
+# Maximum number of characters on a single line.
+max-line-length=120
+
+# Maximum number of lines in a module.
+max-module-lines=1000
+
+# Allow the body of a class to be on the same line as the declaration if body
+# contains single statement.
+single-line-class-stmt=no
+
+# Allow the body of an if to be on the same line as the test if there is no
+# else.
+single-line-if-stmt=no
+
+
+[IMPORTS]
+
+# List of modules that can be imported at any level, not just the top level
+# one.
+allow-any-import-level=
+
+# Allow wildcard imports from modules that define __all__.
+allow-wildcard-with-all=no
+
+# Deprecated modules which should not be used, separated by a comma.
+deprecated-modules=
+
+# Output a graph (.gv or any supported image format) of external dependencies
+# to the given file (report RP0402 must not be disabled).
+ext-import-graph=
+
+# Output a graph (.gv or any supported image format) of all (i.e. internal and
+# external) dependencies to the given file (report RP0402 must not be
+# disabled).
+import-graph=
+
+# Output a graph (.gv or any supported image format) of internal dependencies
+# to the given file (report RP0402 must not be disabled).
+int-import-graph=
+
+# Force import order to recognize a module as part of the standard
+# compatibility libraries.
+known-standard-library=
+
+# Force import order to recognize a module as part of a third party library.
+known-third-party=enchant
+
+# Couples of modules and preferred modules, separated by a comma.
+preferred-modules=
+
+
+[METHOD_ARGS]
+
+# List of qualified names (i.e., library.method) which require a timeout
+# parameter e.g. 'requests.api.get,requests.api.post'
+timeout-methods=requests.api.delete,requests.api.get,requests.api.head,requests.api.options,requests.api.patch,requests.api.post,requests.api.put,requests.api.request
+
+
+[EXCEPTIONS]
+
+# Exceptions that will emit a warning when caught.
+overgeneral-exceptions=BaseException,
+                       Exception
+
+
+[REFACTORING]
+
+# Maximum number of nested blocks for function / method body
+max-nested-blocks=5
+
+# Complete name of functions that never returns. When checking for
+# inconsistent-return-statements if a never returning function is called then
+# it will be considered as an explicit return statement and no message will be
+# printed.
+never-returning-functions=sys.exit,argparse.parse_error
+
+
+[SIMILARITIES]
+
+# Comments are removed from the similarity computation
+ignore-comments=yes
+
+# Docstrings are removed from the similarity computation
+ignore-docstrings=yes
+
+# Imports are removed from the similarity computation
+ignore-imports=yes
+
+# Signatures are removed from the similarity computation
+ignore-signatures=yes
+
+# Minimum lines number of a similarity.
+min-similarity-lines=4
+
+
+[DESIGN]
+
+# List of regular expressions of class ancestor names to ignore when counting
+# public methods (see R0903)
+exclude-too-few-public-methods=
+
+# List of qualified class names to ignore when counting class parents (see
+# R0901)
+ignored-parents=
+
+# Maximum number of arguments for function / method.
+max-args=5
+
+# Maximum number of attributes for a class (see R0902).
+max-attributes=7
+
+# Maximum number of boolean expressions in an if statement (see R0916).
+max-bool-expr=5
+
+# Maximum number of branch for function / method body.
+max-branches=12
+
+# Maximum number of locals for function / method body.
+max-locals=15
+
+# Maximum number of parents for a class (see R0901).
+max-parents=7
+
+# Maximum number of public methods for a class (see R0904).
+max-public-methods=20
+
+# Maximum number of return / yield for function / method body.
+max-returns=6
+
+# Maximum number of statements in function / method body.
+max-statements=50
+
+# Minimum number of public methods for a class (see R0903).
+min-public-methods=1
+
+
+[STRING]
+
+# This flag controls whether inconsistent-quotes generates a warning when the
+# character used as a quote delimiter is used inconsistently within a module.
+check-quote-consistency=no
+
+# This flag controls whether the implicit-str-concat should generate a warning
+# on implicit string concatenation in sequences defined over several lines.
+check-str-concat-over-line-jumps=no
+
+
+[BASIC]
+
+# Naming style matching correct argument names.
+argument-naming-style=snake_case
+
+# Regular expression matching correct argument names. Overrides argument-
+# naming-style. If left empty, argument names will be checked with the set
+# naming style.
+#argument-rgx=
+
+# Naming style matching correct attribute names.
+attr-naming-style=snake_case
+
+# Regular expression matching correct attribute names. Overrides attr-naming-
+# style. If left empty, attribute names will be checked with the set naming
+# style.
+#attr-rgx=
+
+# Bad variable names which should always be refused, separated by a comma.
+bad-names=foo,
+          bar,
+          baz,
+          toto,
+          tutu,
+          tata
+
+# Bad variable names regexes, separated by a comma. If names match any regex,
+# they will always be refused
+bad-names-rgxs=
+
+# Naming style matching correct class attribute names.
+class-attribute-naming-style=any
+
+# Regular expression matching correct class attribute names. Overrides class-
+# attribute-naming-style. If left empty, class attribute names will be checked
+# with the set naming style.
+#class-attribute-rgx=
+
+# Naming style matching correct class constant names.
+class-const-naming-style=UPPER_CASE
+
+# Regular expression matching correct class constant names. Overrides class-
+# const-naming-style. If left empty, class constant names will be checked with
+# the set naming style.
+#class-const-rgx=
+
+# Naming style matching correct class names.
+class-naming-style=PascalCase
+
+# Regular expression matching correct class names. Overrides class-naming-
+# style. If left empty, class names will be checked with the set naming style.
+#class-rgx=
+
+# Naming style matching correct constant names.
+const-naming-style=UPPER_CASE
+
+# Regular expression matching correct constant names. Overrides const-naming-
+# style. If left empty, constant names will be checked with the set naming
+# style.
+#const-rgx=
+
+# Minimum line length for functions/classes that require docstrings, shorter
+# ones are exempt.
+docstring-min-length=-1
+
+# Naming style matching correct function names.
+function-naming-style=snake_case
+
+# Regular expression matching correct function names. Overrides function-
+# naming-style. If left empty, function names will be checked with the set
+# naming style.
+#function-rgx=
+
+# Good variable names which should always be accepted, separated by a comma.
+good-names=i,
+           j,
+           k,
+           ex,
+           Run,
+           _
+
+# Good variable names regexes, separated by a comma. If names match any regex,
+# they will always be accepted
+good-names-rgxs=
+
+# Include a hint for the correct naming format with invalid-name.
+include-naming-hint=no
+
+# Naming style matching correct inline iteration names.
+inlinevar-naming-style=any
+
+# Regular expression matching correct inline iteration names. Overrides
+# inlinevar-naming-style. If left empty, inline iteration names will be checked
+# with the set naming style.
+#inlinevar-rgx=
+
+# Naming style matching correct method names.
+method-naming-style=snake_case
+
+# Regular expression matching correct method names. Overrides method-naming-
+# style. If left empty, method names will be checked with the set naming style.
+#method-rgx=
+
+# Naming style matching correct module names.
+module-naming-style=snake_case
+
+# Regular expression matching correct module names. Overrides module-naming-
+# style. If left empty, module names will be checked with the set naming style.
+#module-rgx=
+
+# Colon-delimited sets of names that determine each other's naming style when
+# the name regexes allow several styles.
+name-group=
+
+# Regular expression which should only match function or class names that do
+# not require a docstring.
+no-docstring-rgx=^_
+
+# List of decorators that produce properties, such as abc.abstractproperty. Add
+# to this list to register other decorators that produce valid properties.
+# These decorators are taken in consideration only for invalid-name.
+property-classes=abc.abstractproperty
+
+# Regular expression matching correct type variable names. If left empty, type
+# variable names will be checked with the set naming style.
+#typevar-rgx=
+
+# Naming style matching correct variable names.
+variable-naming-style=snake_case
+
+# Regular expression matching correct variable names. Overrides variable-
+# naming-style. If left empty, variable names will be checked with the set
+# naming style.
+#variable-rgx=

Dockerfile

@@ -1,23 +1,37 @@
-FROM docker.io/library/python:3.9-slim
+FROM docker.io/library/python:3.10-slim as base
 
 # Configure piwheels repo to use pre-compiled numpy wheels for arm
 RUN echo -n "[global]\nextra-index-url=https://www.piwheels.org/simple\n" >> /etc/pip.conf
 
 RUN apt-get update && apt-get install -y libgl1 libglib2.0-0
 
-RUN pip3 install numpy
+#################
+FROM base as model-builder
 
-ADD requirements.txt requirements.txt
+RUN python3 -m pip install blobconverter
 
-RUN pip3 install -r requirements.txt
+RUN mkdir -p /models
 
-ADD events events
-ADD camera camera
-ADD setup.cfg setup.cfg
-ADD setup.py setup.py
+RUN blobconverter --zoo-name mobile_object_localizer_192x192 --zoo-type depthai --shaves 6 --version 2021.4 --output-dir /models || echo ""
 
-ENV PYTHON_EGG_CACHE=/tmp/cache
-RUN python3 setup.py install
+#################
+FROM base as builder
+
+RUN apt-get install -y git && \
+    pip3 install poetry==1.2.0 && \
+    poetry self add "poetry-dynamic-versioning[plugin]"
+ADD . .
+
+RUN poetry build
+
+#################
+FROM base
+
+RUN mkdir /models
+COPY --from=model-builder /models/mobile_object_localizer_192x192_openvino_2021.4_6shave.blob /models/mobile_object_localizer_192x192_openvino_2021.4_6shave.blob
+
+COPY --from=builder dist/*.whl /tmp/
+RUN pip3 install /tmp/*whl
 
 WORKDIR /tmp
 USER 1234

build-docker.sh

@@ -2,11 +2,11 @@
 
 IMAGE_NAME=robocar-oak-camera
 TAG=$(git describe)
-FULL_IMAGE_NAME=docker.io/cyrilix/${IMAGE_NAME}:${TAG}
+FULL_IMAGE_NAME=git.cyrilix.bzh/robocars/${IMAGE_NAME}:${TAG}
 PLATFORM="linux/amd64,linux/arm64"
 #PLATFORM="linux/amd64,linux/arm64,linux/arm/v7"
 
 podman build . --platform "${PLATFORM}" --manifest "${IMAGE_NAME}:${TAG}"
-podman manifest push --format v2s2 "localhost/${IMAGE_NAME}:${TAG}" "docker://${FULL_IMAGE_NAME}"
+podman manifest push --all --format v2s2 "localhost/${IMAGE_NAME}:${TAG}" "docker://${FULL_IMAGE_NAME}"
 
 printf "\nImage %s published" "docker://${FULL_IMAGE_NAME}"

camera/cli.py

@@ -1,66 +1,114 @@
 """
-Publish data from oak-lite device
-
-Usage: rc-oak-camera [-u USERNAME | --mqtt-username=USERNAME] [--mqtt-password=PASSWORD] [--mqtt-broker=HOSTNAME] \
-    [--mqtt-topic-robocar-oak-camera="TOPIC_CAMERA"] [--mqtt-client-id=CLIENT_ID] \
-    [-H IMG_HEIGHT | --image-height=IMG_HEIGHT] [-W IMG_WIDTH | --image-width=IMG_width]
-
-Options:
--h --help                                               Show this screen.
--u USERID --mqtt-username=USERNAME                      MQTT user
--p PASSWORD --mqtt-password=PASSWORD                    MQTT password
--b HOSTNAME --mqtt-broker=HOSTNAME                      MQTT broker host
--C CLIENT_ID --mqtt-client-id=CLIENT_ID                 MQTT client id
--c TOPIC_CAMERA --mqtt-topic-robocar-oak-camera=TOPIC_CAMERA        MQTT topic where to publish robocar-oak-camera frames
--H IMG_HEIGHT --image-height=IMG_HEIGHT                 IMG_HEIGHT image height
--W IMG_WIDTH --image-width=IMG_width                    IMG_WIDTH image width
+Mqtt gateway for oak-lite device
 """
+import argparse
 import logging
 import os
-from . import depthai as cam
-from docopt import docopt
+import signal
+
 import paho.mqtt.client as mqtt
 
+from . import depthai as cam
+
 logger = logging.getLogger(__name__)
 logging.basicConfig(level=logging.INFO)
 
-default_client_id = "robocar-depthai"
+_DEFAULT_CLIENT_ID = "robocar-depthai"
 
 
-def init_mqtt_client(broker_host: str, user: str, password: str, client_id: str) -> mqtt.Client:
+def _parse_args_cli() -> argparse.Namespace:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("-u", "--mqtt-username",
+                        help="MQTT user",
+                        default=_get_env_value("MQTT_USERNAME", ""))
+    parser.add_argument("-p", "--mqtt-password",
+                        help="MQTT password",
+                        default=_get_env_value("MQTT_PASSWORD", ""))
+    parser.add_argument("-b", "--mqtt-broker-host",
+                        help="MQTT broker host",
+                        default=_get_env_value("MQTT_BROKER_HOST", "localhost"))
+    parser.add_argument("-P", "--mqtt-broker-port",
+                        help="MQTT broker port",
+                        type=int,
+                        default=_get_env_int_value("MQTT_BROKER_PORT", 1883))
+    parser.add_argument("-C", "--mqtt-client-id",
+                        help="MQTT client id",
+                        default=_get_env_value("MQTT_CLIENT_ID", _DEFAULT_CLIENT_ID))
+    parser.add_argument("-c", "--mqtt-topic-robocar-oak-camera",
+                        help="MQTT topic where to publish robocar-oak-camera frames",
+                        default=_get_env_value("MQTT_TOPIC_CAMERA", "/oak/camera_rgb"))
+    parser.add_argument("-o", "---mqtt-topic-robocar-objects",
+                        help="MQTT topic where to publish objects detection results",
+                        default=_get_env_value("MQTT_TOPIC_OBJECTS", "/objects"))
+    parser.add_argument("-t", "--objects-threshold",
+                        help="threshold to filter detected objects",
+                        type=float,
+                        default=_get_env_float_value("OBJECTS_THRESHOLD", 0.2))
+    parser.add_argument("-H", "--image-height", help="image height",
+                        type=int,
+                        default=_get_env_int_value("IMAGE_HEIGHT", 120))
+    parser.add_argument("-W", "--image-width", help="image width",
+                        type=int,
+                        default=_get_env_int_value("IMAGE_WIDTH", 126))
+    args = parser.parse_args()
+    return args
+
+
+def _init_mqtt_client(broker_host: str, broker_port, user: str, password: str, client_id: str) -> mqtt.Client:
     logger.info("Start part.py-robocar-oak-camera")
     client = mqtt.Client(client_id=client_id, clean_session=True, userdata=None, protocol=mqtt.MQTTv311)
 
     client.username_pw_set(user, password)
-    logger.info("Connect to mqtt broker "+ broker_host)
-    client.connect(host=broker_host, port=1883, keepalive=60)
+    logger.info("Connect to mqtt broker %s", broker_host)
+    client.connect(host=broker_host, port=broker_port, keepalive=60)
     logger.info("Connected to mqtt broker")
     return client
 
 
-def execute_from_command_line():
+def execute_from_command_line() -> None:
+    """
+    Cli entrypoint
+    :return:
+    """
     logging.basicConfig(level=logging.INFO)
 
-    args = docopt(__doc__)
+    args = _parse_args_cli()
 
-    client = init_mqtt_client(broker_host=get_default_value(args["--mqtt-broker"], "MQTT_BROKER", "localhost"),
-                              user=get_default_value(args["--mqtt-username"], "MQTT_USERNAME", ""),
-                              password=get_default_value(args["--mqtt-password"], "MQTT_PASSWORD", ""),
-                              client_id=get_default_value(args["--mqtt-client-id"], "MQTT_CLIENT_ID",
-                                                          default_client_id),
-                              )
-    frame_topic = get_default_value(args["--mqtt-topic-robocar-oak-camera"], "MQTT_TOPIC_CAMERA", "/oak/camera_rgb")
+    client = _init_mqtt_client(broker_host=args.mqtt_broker_host,
+                               broker_port=args.mqtt_broker_port,
+                               user=args.mqtt_username,
+                               password=args.mqtt_password,
+                               client_id=args.mqtt_client_id,
+                               )
+    frame_processor = cam.FrameProcessor(mqtt_client=client, frame_topic=args.mqtt_topic_robocar_oak_camera)
+    object_processor = cam.ObjectProcessor(mqtt_client=client,
+                                           objects_topic=args.mqtt_topic_robocar_objects,
+                                           objects_threshold=args.objects_threshold)
 
-    frame_processor = cam.FramePublisher(mqtt_client=client,
-                                         frame_topic=frame_topic,
-                                         img_width=int(get_default_value(args["--image-width"], "IMAGE_WIDTH", 160)),
-                                         img_height=int(get_default_value(args["--image-height"], "IMAGE_HEIGHT", 120)))
-    frame_processor.run()
+    pipeline_controller = cam.PipelineController(img_width=args.image_width,
+                                                 img_height=args.image_height,
+                                                 frame_processor=frame_processor,
+                                                 object_processor=object_processor)
+
+    def sigterm_handler():
+        logger.info("exit on SIGTERM")
+        pipeline_controller.stop()
+
+    signal.signal(signal.SIGTERM, sigterm_handler)
+    pipeline_controller.run()
 
 
-def get_default_value(value, env_var: str, default_value) -> str:
-    if value:
-        return value
+def _get_env_value(env_var: str, default_value: str) -> str:
     if env_var in os.environ:
         return os.environ[env_var]
     return default_value
+
+
+def _get_env_int_value(env_var: str, default_value: int) -> int:
+    value = _get_env_value(env_var, str(default_value))
+    return int(value)
+
+
+def _get_env_float_value(env_var: str, default_value: float) -> float:
+    value = _get_env_value(env_var, str(default_value))
+    return float(value)

camera/depthai.py

@@ -1,30 +1,153 @@
+"""
+Camera event loop
+"""
 import datetime
 import logging
+import typing
+
+import cv2
+import depthai as dai
+import numpy as np
 import paho.mqtt.client as mqtt
 
 import events.events_pb2
 
-import depthai as dai
-import cv2
-
 logger = logging.getLogger(__name__)
 
+_NN_PATH = "/models/mobile_object_localizer_192x192_openvino_2021.4_6shave.blob"
+_NN_WIDTH = 192
+_NN_HEIGHT = 192
 
-class FramePublisher:
-    def __init__(self, mqtt_client: mqtt.Client, frame_topic: str, img_width: int, img_height: int):
+
+class ObjectProcessor:
+    """
+    Processor for Object detection
+    """
+
+    def __init__(self, mqtt_client: mqtt.Client, objects_topic: str, objects_threshold: float):
+        self._mqtt_client = mqtt_client
+        self._objects_topic = objects_topic
+        self._objects_threshold = objects_threshold
+
+    def process(self, in_nn: dai.NNData, frame_ref) -> None:
+        """
+        Parse and publish result of NeuralNetwork result
+        :param in_nn: NeuralNetwork result read from device
+        :param frame_ref: Id of the frame where objects are been detected
+        :return:
+        """
+        detection_boxes = np.array(in_nn.getLayerFp16("ExpandDims")).reshape((100, 4))
+        detection_scores = np.array(in_nn.getLayerFp16("ExpandDims_2")).reshape((100,))
+        # keep boxes bigger than threshold
+        mask = detection_scores >= self._objects_threshold
+        boxes = detection_boxes[mask]
+        scores = detection_scores[mask]
+
+        if boxes.shape[0] > 0:
+            self._publish_objects(boxes, frame_ref, scores)
+
+    def _publish_objects(self, boxes: np.array, frame_ref, scores: np.array) -> None:
+
+        objects_msg = events.events_pb2.ObjectsMessage()
+        objs = []
+        for i in range(boxes.shape[0]):
+            logger.debug("new object detected: %s", str(boxes[i]))
+            objs.append(_bbox_to_object(boxes[i], scores[i].astype(float)))
+        objects_msg.objects.extend(objs)
+        objects_msg.frame_ref.name = frame_ref.name
+        objects_msg.frame_ref.id = frame_ref.id
+        objects_msg.frame_ref.created_at.FromDatetime(frame_ref.created_at.ToDatetime())
+        logger.debug("publish object event to %s", self._objects_topic)
+        self._mqtt_client.publish(topic=self._objects_topic,
+                                  payload=objects_msg.SerializeToString(),
+                                  qos=0,
+                                  retain=False)
+
+
+class FrameProcessError(Exception):
+    """
+    Error base for invalid frame processing
+
+    Attributes:
+        message -- explanation of the error
+    """
+
+    def __init__(self, message: str):
+        """
+        :param message: explanation of the error
+        """
+        self.message = message
+
+
+class FrameProcessor:
+    """
+    Processor for camera frames
+    """
+
+    def __init__(self, mqtt_client: mqtt.Client, frame_topic: str):
         self._mqtt_client = mqtt_client
         self._frame_topic = frame_topic
+
+    def process(self, img: dai.ImgFrame) -> typing.Any:
+        """
+        Publish camera frames
+        :param img:
+        :return:
+            id frame reference
+        :raise:
+            FrameProcessError if frame can't be processed
+        """
+        im_resize = img.getCvFrame()
+        is_success, im_buf_arr = cv2.imencode(".jpg", im_resize)
+        if not is_success:
+            raise FrameProcessError("unable to process to encode frame to jpg")
+        byte_im = im_buf_arr.tobytes()
+
+        now = datetime.datetime.now()
+        frame_msg = events.events_pb2.FrameMessage()
+        frame_msg.id.name = "robocar-oak-camera-oak"
+        frame_msg.id.id = str(int(now.timestamp() * 1000))
+        frame_msg.id.created_at.FromDatetime(now)
+        frame_msg.frame = byte_im
+        logger.debug("publish frame event to %s", self._frame_topic)
+        self._mqtt_client.publish(topic=self._frame_topic,
+                                  payload=frame_msg.SerializeToString(),
+                                  qos=0,
+                                  retain=False)
+        return frame_msg.id
+
+
+class PipelineController:
+    """
+    Pipeline controller that drive camera device
+    """
+
+    def __init__(self, img_width: int, img_height: int, frame_processor: FrameProcessor,
+                 object_processor: ObjectProcessor):
         self._img_width = img_width
         self._img_height = img_height
         self._pipeline = self._configure_pipeline()
+        self._frame_processor = frame_processor
+        self._object_processor = object_processor
+        self._stop = False
 
     def _configure_pipeline(self) -> dai.Pipeline:
         logger.info("configure pipeline")
         pipeline = dai.Pipeline()
 
+        pipeline.setOpenVINOVersion(version=dai.OpenVINO.VERSION_2021_4)
+
+        detection_nn = self._configure_detection_nn(pipeline)
+        xout_nn = self._configure_xout_nn(pipeline)
+
+        # Resize image
+        manip = pipeline.create(dai.node.ImageManip)
+        manip.initialConfig.setResize(_NN_WIDTH, _NN_HEIGHT)
+        manip.initialConfig.setFrameType(dai.ImgFrame.Type.RGB888p)
+        manip.initialConfig.setKeepAspectRatio(False)
+
         cam_rgb = pipeline.create(dai.node.ColorCamera)
         xout_rgb = pipeline.create(dai.node.XLinkOut)
-
         xout_rgb.setStreamName("rgb")
 
         # Properties
@@ -34,47 +157,90 @@ class FramePublisher:
         cam_rgb.setColorOrder(dai.ColorCameraProperties.ColorOrder.RGB)
         cam_rgb.setFps(30)
 
-        # Linking
+        # Link preview to manip and manip to nn
+        cam_rgb.preview.link(manip.inputImage)
+        manip.out.link(detection_nn.input)
+
+        # Linking to output
         cam_rgb.preview.link(xout_rgb.input)
+        detection_nn.out.link(xout_nn.input)
+
         logger.info("pipeline configured")
         return pipeline
 
-    def run(self):
+    @staticmethod
+    def _configure_xout_nn(pipeline: dai.Pipeline) -> dai.node.XLinkOut:
+        xout_nn = pipeline.create(dai.node.XLinkOut)
+        xout_nn.setStreamName("nn")
+        xout_nn.input.setBlocking(False)
+        return xout_nn
+
+    @staticmethod
+    def _configure_detection_nn(pipeline: dai.Pipeline) -> dai.node.NeuralNetwork:
+        # Define a neural network that will make predictions based on the source frames
+        detection_nn = pipeline.create(dai.node.NeuralNetwork)
+        detection_nn.setBlobPath(_NN_PATH)
+        detection_nn.setNumPoolFrames(4)
+        detection_nn.input.setBlocking(False)
+        detection_nn.setNumInferenceThreads(2)
+        return detection_nn
+
+    def run(self) -> None:
+        """
+        Start event loop
+        :return:
+        """
         # Connect to device and start pipeline
         with dai.Device(self._pipeline) as device:
             logger.info('MxId: %s', device.getDeviceInfo().getMxId())
             logger.info('USB speed: %s', device.getUsbSpeed())
             logger.info('Connected cameras: %s', device.getConnectedCameras())
-
             logger.info("output queues found: %s", device.getOutputQueueNames())
 
             device.startPipeline()
             # Queues
             queue_size = 4
-            q_rgb = device.getOutputQueue("rgb", maxSize=queue_size, blocking=False)
+            q_rgb = device.getOutputQueue(name="rgb", maxSize=queue_size, blocking=False)
+            q_nn = device.getOutputQueue(name="nn", maxSize=queue_size, blocking=False)
 
+            self._stop = False
             while True:
+                if self._stop:
+                    logger.info("stop loop event")
+                    return
                 try:
-                    logger.debug("wait for new frame")
-                    inRgb = q_rgb.get()  # blocking call, will wait until a new data has arrived
+                    self._loop_on_camera_events(q_nn, q_rgb)
+                # pylint: disable=broad-except # bad frame or event must not stop loop
+                except Exception as ex:
+                    logger.exception("unexpected error: %s", str(ex))
 
-                    im_resize = inRgb.getCvFrame()
+    def _loop_on_camera_events(self, q_nn: dai.DataOutputQueue, q_rgb: dai.DataOutputQueue):
+        logger.debug("wait for new frame")
 
-                    is_success, im_buf_arr = cv2.imencode(".jpg", im_resize)
-                    byte_im = im_buf_arr.tobytes()
+        # Wait for frame
+        in_rgb: dai.ImgFrame = q_rgb.get()  # blocking call, will wait until a new data has arrived
+        try:
+            frame_ref = self._frame_processor.process(in_rgb)
+        except FrameProcessError as ex:
+            logger.error("unable to process frame: %s", str(ex))
+        # Read NN result
+        in_nn: dai.NNData = q_nn.get()
+        self._object_processor.process(in_nn, frame_ref)
 
-                    now = datetime.datetime.now()
-                    frame_msg = events.events_pb2.FrameMessage()
-                    frame_msg.id.name = "robocar-oak-camera-oak"
-                    frame_msg.id.id = str(int(now.timestamp() * 1000))
-                    frame_msg.id.created_at.FromDatetime(now)
-                    frame_msg.frame = byte_im
+    def stop(self):
+        """
+        Stop event loop, if loop is not running, do nothing
+        :return:
+        """
+        self._stop = True
 
-                    logger.debug("publish frame event to %s", self._frame_topic)
-                    self._mqtt_client.publish(topic=self._frame_topic,
-                                              payload=frame_msg.SerializeToString(),
-                                              qos=0,
-                                              retain=False)
 
-                except Exception as e:
-                    logger.exception("unexpected error: %s", str(e))
+def _bbox_to_object(bbox: np.array, score: float) -> events.events_pb2.Object:
+    obj = events.events_pb2.Object()
+    obj.type = events.events_pb2.TypeObject.ANY
+    obj.top = bbox[0].astype(float)
+    obj.right = bbox[3].astype(float)
+    obj.bottom = bbox[2].astype(float)
+    obj.left = bbox[1].astype(float)
+    obj.confidence = score
+    return obj

camera/tests/test_depthai.py

@@ -0,0 +1,150 @@
+import datetime
+import unittest.mock
+
+import depthai as dai
+import numpy as np
+import paho.mqtt.client as mqtt
+import pytest
+import pytest_mock
+
+import camera.depthai
+import events.events_pb2
+
+Object = dict[str, float]
+
+
+@pytest.fixture
+def mqtt_client(mocker: pytest_mock.MockerFixture) -> mqtt.Client:
+    return mocker.MagicMock()
+
+
+class TestObjectProcessor:
+    @pytest.fixture
+    def frame_ref(self):
+        now = datetime.datetime.now()
+        frame_msg = events.events_pb2.FrameMessage()
+        frame_msg.id.name = "robocar-oak-camera-oak"
+        frame_msg.id.id = str(int(now.timestamp() * 1000))
+        frame_msg.id.created_at.FromDatetime(now)
+        return frame_msg.id
+
+    @pytest.fixture
+    def object1(self) -> Object:
+        return {
+            "left": 0.3,
+            "right": 0.7,
+            "top": 0.1,
+            "bottom": 0.6,
+            "score": 0.8,
+        }
+
+    @pytest.fixture
+    def raw_objects_empty(self, mocker: pytest_mock.MockerFixture) -> dai.NNData:
+        raw_objects = mocker.MagicMock()
+
+        def mock_return(name):
+            if name == "ExpandDims":
+                return [[0] * 4] * 100
+            elif name == "ExpandDims_2":
+                return [0] * 100
+            else:
+                raise ValueError(f"{name} is not a valid arg")
+
+        m = mocker.patch(target='depthai.NNData.getLayerFp16', autospec=True)
+        m.getLayerFp16 = mock_return
+        return m
+
+    @pytest.fixture
+    def raw_objects_one(self, mocker: pytest_mock.MockerFixture, object1: Object) -> dai.NNData:
+        def mock_return(name):
+            if name == "ExpandDims":  # Detection boxes
+                boxes = [[0] * 4] * 100
+                boxes[0] = [object1["top"], object1["left"], object1["bottom"], object1["right"]]
+                return np.array(boxes)
+
+            elif name == "ExpandDims_2":  # Detection scores
+                scores = [0] * 100
+                scores[0] = object1["score"]
+                return scores
+            else:
+                raise ValueError(f"{name} is not a valid arg")
+
+        m = mocker.patch(target='depthai.NNData.getLayerFp16', autospec=True)
+        m.getLayerFp16 = mock_return
+        return m
+
+    @pytest.fixture
+    def object_processor(self, mqtt_client: mqtt.Client) -> camera.depthai.ObjectProcessor:
+        return camera.depthai.ObjectProcessor(mqtt_client, "topic/object", 0.2)
+
+    def test_process_without_object(self, object_processor: camera.depthai.ObjectProcessor, mqtt_client,
+                                    raw_objects_empty, frame_ref):
+        object_processor.process(raw_objects_empty, frame_ref)
+        mqtt_client.publish.assert_not_called()
+
+    def test_process_with_object_with_low_score(self, object_processor: camera.depthai.ObjectProcessor, mqtt_client,
+                                                raw_objects_one, frame_ref):
+        object_processor._objects_threshold = 0.9
+        object_processor.process(raw_objects_one, frame_ref)
+        mqtt_client.publish.assert_not_called()
+
+    def test_process_with_one_object(self,
+                                     object_processor: camera.depthai.ObjectProcessor, mqtt_client,
+                                     raw_objects_one, frame_ref, object1: Object):
+        object_processor.process(raw_objects_one, frame_ref)
+        left = object1["left"]
+        right = object1["right"]
+        top = object1["top"]
+        bottom = object1["bottom"]
+        score = object1["score"]
+
+        pub_mock: unittest.mock.MagicMock = mqtt_client.publish
+        pub_mock.assert_called_once_with(payload=unittest.mock.ANY, qos=0, retain=False, topic="topic/object")
+        payload = pub_mock.call_args.kwargs['payload']
+        objects_msg = events.events_pb2.ObjectsMessage()
+        objects_msg.ParseFromString(payload)
+        assert len(objects_msg.objects) == 1
+        assert left - 0.0001 < objects_msg.objects[0].left < left + 0.0001
+        assert right - 0.0001 < objects_msg.objects[0].right < right + 0.0001
+        assert top - 0.0001 < objects_msg.objects[0].top < top + 0.0001
+        assert bottom - 0.0001 < objects_msg.objects[0].bottom < bottom + 0.0001
+        assert score - 0.0001 < objects_msg.objects[0].confidence < score + 0.0001
+        assert objects_msg.frame_ref == frame_ref
+
+
+class TestFrameProcessor:
+    @pytest.fixture
+    def frame_processor(self, mqtt_client: mqtt.Client) -> camera.depthai.FrameProcessor:
+        return camera.depthai.FrameProcessor(mqtt_client, "topic/frame")
+
+    def test_process(self, frame_processor: camera.depthai.FrameProcessor, mocker: pytest_mock.MockerFixture,
+                     mqtt_client: mqtt.Client):
+        img: dai.ImgFrame = mocker.MagicMock()
+        mocker.patch(target="cv2.imencode").return_value = (True, np.array(b"img content"))
+
+        frame_ref = frame_processor.process(img)
+
+        pub_mock: unittest.mock.MagicMock = mqtt_client.publish
+        pub_mock.assert_called_once_with(payload=unittest.mock.ANY, qos=0, retain=False, topic="topic/frame")
+        payload = pub_mock.call_args.kwargs['payload']
+        frame_msg = events.events_pb2.FrameMessage()
+        frame_msg.ParseFromString(payload)
+
+        assert frame_msg.id == frame_ref
+        assert frame_msg.frame == b"img content"
+
+        assert frame_msg.id.name == "robocar-oak-camera-oak"
+        assert len(frame_msg.id.id) is 13
+        now = datetime.datetime.now()
+        assert now - datetime.timedelta(
+            milliseconds=10) < frame_msg.id.created_at.ToDatetime() < now + datetime.timedelta(milliseconds=10)
+
+    def test_process_error(self, frame_processor: camera.depthai.FrameProcessor, mocker: pytest_mock.MockerFixture,
+                           mqtt_client: mqtt.Client):
+        img: dai.ImgFrame = mocker.MagicMock()
+        mocker.patch(target="cv2.imencode").return_value = (False, None)
+
+        with pytest.raises(camera.depthai.FrameProcessError) as ex:
+            _ = frame_processor.process(img)
+        exception_raised = ex.value
+        assert exception_raised.message == "unable to process to encode frame to jpg"

events/events_pb2.py

@@ -1,11 +1,10 @@
 # -*- coding: utf-8 -*-
 # Generated by the protocol buffer compiler.  DO NOT EDIT!
 # source: events/events.proto
-
-from google.protobuf.internal import enum_type_wrapper
+"""Generated protocol buffer code."""
+from google.protobuf.internal import builder as _builder
 from google.protobuf import descriptor as _descriptor
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
+from google.protobuf import descriptor_pool as _descriptor_pool
 from google.protobuf import symbol_database as _symbol_database
 # @@protoc_insertion_point(imports)
 
@@ -15,744 +14,40 @@ _sym_db = _symbol_database.Default()
 from google.protobuf import timestamp_pb2 as google_dot_protobuf_dot_timestamp__pb2
 
 
-DESCRIPTOR = _descriptor.FileDescriptor(
-  name='events/events.proto',
-  package='robocar.events',
-  syntax='proto3',
-  serialized_options=b'Z\006events',
-  create_key=_descriptor._internal_create_key,
-  serialized_pb=b'\n\x13\x65vents/events.proto\x12\x0erobocar.events\x1a\x1fgoogle/protobuf/timestamp.proto\"T\n\x08\x46rameRef\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\n\n\x02id\x18\x02 \x01(\t\x12.\n\ncreated_at\x18\x03 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\"C\n\x0c\x46rameMessage\x12$\n\x02id\x18\x01 \x01(\x0b\x32\x18.robocar.events.FrameRef\x12\r\n\x05\x66rame\x18\x02 \x01(\x0c\"d\n\x0fSteeringMessage\x12\x10\n\x08steering\x18\x01 \x01(\x02\x12\x12\n\nconfidence\x18\x02 \x01(\x02\x12+\n\tframe_ref\x18\x03 \x01(\x0b\x32\x18.robocar.events.FrameRef\"d\n\x0fThrottleMessage\x12\x10\n\x08throttle\x18\x01 \x01(\x02\x12\x12\n\nconfidence\x18\x02 \x01(\x02\x12+\n\tframe_ref\x18\x03 \x01(\x0b\x32\x18.robocar.events.FrameRef\"A\n\x10\x44riveModeMessage\x12-\n\ndrive_mode\x18\x01 \x01(\x0e\x32\x19.robocar.events.DriveMode\"f\n\x0eObjectsMessage\x12\'\n\x07objects\x18\x01 \x03(\x0b\x32\x16.robocar.events.Object\x12+\n\tframe_ref\x18\x02 \x01(\x0b\x32\x18.robocar.events.FrameRef\"\x80\x01\n\x06Object\x12(\n\x04type\x18\x01 \x01(\x0e\x32\x1a.robocar.events.TypeObject\x12\x0c\n\x04left\x18\x02 \x01(\x05\x12\x0b\n\x03top\x18\x03 \x01(\x05\x12\r\n\x05right\x18\x04 \x01(\x05\x12\x0e\n\x06\x62ottom\x18\x05 \x01(\x05\x12\x12\n\nconfidence\x18\x06 \x01(\x02\"&\n\x13SwitchRecordMessage\x12\x0f\n\x07\x65nabled\x18\x01 \x01(\x08\"\x8c\x01\n\x0bRoadMessage\x12&\n\x07\x63ontour\x18\x01 \x03(\x0b\x32\x15.robocar.events.Point\x12(\n\x07\x65llipse\x18\x02 \x01(\x0b\x32\x17.robocar.events.Ellipse\x12+\n\tframe_ref\x18\x03 \x01(\x0b\x32\x18.robocar.events.FrameRef\"\x1d\n\x05Point\x12\t\n\x01x\x18\x01 \x01(\x05\x12\t\n\x01y\x18\x02 \x01(\x05\"r\n\x07\x45llipse\x12%\n\x06\x63\x65nter\x18\x01 \x01(\x0b\x32\x15.robocar.events.Point\x12\r\n\x05width\x18\x02 \x01(\x05\x12\x0e\n\x06height\x18\x03 \x01(\x05\x12\r\n\x05\x61ngle\x18\x04 \x01(\x02\x12\x12\n\nconfidence\x18\x05 \x01(\x02\"\x82\x01\n\rRecordMessage\x12+\n\x05\x66rame\x18\x01 \x01(\x0b\x32\x1c.robocar.events.FrameMessage\x12\x31\n\x08steering\x18\x02 \x01(\x0b\x32\x1f.robocar.events.SteeringMessage\x12\x11\n\trecordSet\x18\x03 \x01(\t*-\n\tDriveMode\x12\x0b\n\x07INVALID\x10\x00\x12\x08\n\x04USER\x10\x01\x12\t\n\x05PILOT\x10\x02*2\n\nTypeObject\x12\x07\n\x03\x41NY\x10\x00\x12\x07\n\x03\x43\x41R\x10\x01\x12\x08\n\x04\x42UMP\x10\x02\x12\x08\n\x04PLOT\x10\x03\x42\x08Z\x06\x65ventsb\x06proto3'
-  ,
-  dependencies=[google_dot_protobuf_dot_timestamp__pb2.DESCRIPTOR,])
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x13\x65vents/events.proto\x12\x0erobocar.events\x1a\x1fgoogle/protobuf/timestamp.proto\"T\n\x08\x46rameRef\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\n\n\x02id\x18\x02 \x01(\t\x12.\n\ncreated_at\x18\x03 \x01(\x0b\x32\x1a.google.protobuf.Timestamp\"C\n\x0c\x46rameMessage\x12$\n\x02id\x18\x01 \x01(\x0b\x32\x18.robocar.events.FrameRef\x12\r\n\x05\x66rame\x18\x02 \x01(\x0c\"d\n\x0fSteeringMessage\x12\x10\n\x08steering\x18\x01 \x01(\x02\x12\x12\n\nconfidence\x18\x02 \x01(\x02\x12+\n\tframe_ref\x18\x03 \x01(\x0b\x32\x18.robocar.events.FrameRef\"d\n\x0fThrottleMessage\x12\x10\n\x08throttle\x18\x01 \x01(\x02\x12\x12\n\nconfidence\x18\x02 \x01(\x02\x12+\n\tframe_ref\x18\x03 \x01(\x0b\x32\x18.robocar.events.FrameRef\"A\n\x10\x44riveModeMessage\x12-\n\ndrive_mode\x18\x01 \x01(\x0e\x32\x19.robocar.events.DriveMode\"f\n\x0eObjectsMessage\x12\'\n\x07objects\x18\x01 \x03(\x0b\x32\x16.robocar.events.Object\x12+\n\tframe_ref\x18\x02 \x01(\x0b\x32\x18.robocar.events.FrameRef\"\x80\x01\n\x06Object\x12(\n\x04type\x18\x01 \x01(\x0e\x32\x1a.robocar.events.TypeObject\x12\x0c\n\x04left\x18\x02 \x01(\x02\x12\x0b\n\x03top\x18\x03 \x01(\x02\x12\r\n\x05right\x18\x04 \x01(\x02\x12\x0e\n\x06\x62ottom\x18\x05 \x01(\x02\x12\x12\n\nconfidence\x18\x06 \x01(\x02\"&\n\x13SwitchRecordMessage\x12\x0f\n\x07\x65nabled\x18\x01 \x01(\x08\"\x8c\x01\n\x0bRoadMessage\x12&\n\x07\x63ontour\x18\x01 \x03(\x0b\x32\x15.robocar.events.Point\x12(\n\x07\x65llipse\x18\x02 \x01(\x0b\x32\x17.robocar.events.Ellipse\x12+\n\tframe_ref\x18\x03 \x01(\x0b\x32\x18.robocar.events.FrameRef\"\x1d\n\x05Point\x12\t\n\x01x\x18\x01 \x01(\x05\x12\t\n\x01y\x18\x02 \x01(\x05\"r\n\x07\x45llipse\x12%\n\x06\x63\x65nter\x18\x01 \x01(\x0b\x32\x15.robocar.events.Point\x12\r\n\x05width\x18\x02 \x01(\x05\x12\x0e\n\x06height\x18\x03 \x01(\x05\x12\r\n\x05\x61ngle\x18\x04 \x01(\x02\x12\x12\n\nconfidence\x18\x05 \x01(\x02\"\x82\x01\n\rRecordMessage\x12+\n\x05\x66rame\x18\x01 \x01(\x0b\x32\x1c.robocar.events.FrameMessage\x12\x31\n\x08steering\x18\x02 \x01(\x0b\x32\x1f.robocar.events.SteeringMessage\x12\x11\n\trecordSet\x18\x03 \x01(\t*-\n\tDriveMode\x12\x0b\n\x07INVALID\x10\x00\x12\x08\n\x04USER\x10\x01\x12\t\n\x05PILOT\x10\x02*2\n\nTypeObject\x12\x07\n\x03\x41NY\x10\x00\x12\x07\n\x03\x43\x41R\x10\x01\x12\x08\n\x04\x42UMP\x10\x02\x12\x08\n\x04PLOT\x10\x03\x42\nZ\x08./eventsb\x06proto3')
 
-_DRIVEMODE = _descriptor.EnumDescriptor(
-  name='DriveMode',
-  full_name='robocar.events.DriveMode',
-  filename=None,
-  file=DESCRIPTOR,
-  create_key=_descriptor._internal_create_key,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='INVALID', index=0, number=0,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='USER', index=1, number=1,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='PILOT', index=2, number=2,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=1196,
-  serialized_end=1241,
-)
-_sym_db.RegisterEnumDescriptor(_DRIVEMODE)
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals())
+_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'events.events_pb2', globals())
+if _descriptor._USE_C_DESCRIPTORS == False:
 
-DriveMode = enum_type_wrapper.EnumTypeWrapper(_DRIVEMODE)
-_TYPEOBJECT = _descriptor.EnumDescriptor(
-  name='TypeObject',
-  full_name='robocar.events.TypeObject',
-  filename=None,
-  file=DESCRIPTOR,
-  create_key=_descriptor._internal_create_key,
-  values=[
-    _descriptor.EnumValueDescriptor(
-      name='ANY', index=0, number=0,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='CAR', index=1, number=1,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='BUMP', index=2, number=2,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-    _descriptor.EnumValueDescriptor(
-      name='PLOT', index=3, number=3,
-      serialized_options=None,
-      type=None,
-      create_key=_descriptor._internal_create_key),
-  ],
-  containing_type=None,
-  serialized_options=None,
-  serialized_start=1243,
-  serialized_end=1293,
-)
-_sym_db.RegisterEnumDescriptor(_TYPEOBJECT)
-
-TypeObject = enum_type_wrapper.EnumTypeWrapper(_TYPEOBJECT)
-INVALID = 0
-USER = 1
-PILOT = 2
-ANY = 0
-CAR = 1
-BUMP = 2
-PLOT = 3
-
-
-
-_FRAMEREF = _descriptor.Descriptor(
-  name='FrameRef',
-  full_name='robocar.events.FrameRef',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='name', full_name='robocar.events.FrameRef.name', index=0,
-      number=1, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='id', full_name='robocar.events.FrameRef.id', index=1,
-      number=2, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='created_at', full_name='robocar.events.FrameRef.created_at', index=2,
-      number=3, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=72,
-  serialized_end=156,
-)
-
-
-_FRAMEMESSAGE = _descriptor.Descriptor(
-  name='FrameMessage',
-  full_name='robocar.events.FrameMessage',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='id', full_name='robocar.events.FrameMessage.id', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='frame', full_name='robocar.events.FrameMessage.frame', index=1,
-      number=2, type=12, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"",
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=158,
-  serialized_end=225,
-)
-
-
-_STEERINGMESSAGE = _descriptor.Descriptor(
-  name='SteeringMessage',
-  full_name='robocar.events.SteeringMessage',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='steering', full_name='robocar.events.SteeringMessage.steering', index=0,
-      number=1, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='confidence', full_name='robocar.events.SteeringMessage.confidence', index=1,
-      number=2, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='frame_ref', full_name='robocar.events.SteeringMessage.frame_ref', index=2,
-      number=3, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=227,
-  serialized_end=327,
-)
-
-
-_THROTTLEMESSAGE = _descriptor.Descriptor(
-  name='ThrottleMessage',
-  full_name='robocar.events.ThrottleMessage',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='throttle', full_name='robocar.events.ThrottleMessage.throttle', index=0,
-      number=1, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='confidence', full_name='robocar.events.ThrottleMessage.confidence', index=1,
-      number=2, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='frame_ref', full_name='robocar.events.ThrottleMessage.frame_ref', index=2,
-      number=3, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=329,
-  serialized_end=429,
-)
-
-
-_DRIVEMODEMESSAGE = _descriptor.Descriptor(
-  name='DriveModeMessage',
-  full_name='robocar.events.DriveModeMessage',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='drive_mode', full_name='robocar.events.DriveModeMessage.drive_mode', index=0,
-      number=1, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=431,
-  serialized_end=496,
-)
-
-
-_OBJECTSMESSAGE = _descriptor.Descriptor(
-  name='ObjectsMessage',
-  full_name='robocar.events.ObjectsMessage',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='objects', full_name='robocar.events.ObjectsMessage.objects', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='frame_ref', full_name='robocar.events.ObjectsMessage.frame_ref', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=498,
-  serialized_end=600,
-)
-
-
-_OBJECT = _descriptor.Descriptor(
-  name='Object',
-  full_name='robocar.events.Object',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='type', full_name='robocar.events.Object.type', index=0,
-      number=1, type=14, cpp_type=8, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='left', full_name='robocar.events.Object.left', index=1,
-      number=2, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='top', full_name='robocar.events.Object.top', index=2,
-      number=3, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='right', full_name='robocar.events.Object.right', index=3,
-      number=4, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='bottom', full_name='robocar.events.Object.bottom', index=4,
-      number=5, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='confidence', full_name='robocar.events.Object.confidence', index=5,
-      number=6, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=603,
-  serialized_end=731,
-)
-
-
-_SWITCHRECORDMESSAGE = _descriptor.Descriptor(
-  name='SwitchRecordMessage',
-  full_name='robocar.events.SwitchRecordMessage',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='enabled', full_name='robocar.events.SwitchRecordMessage.enabled', index=0,
-      number=1, type=8, cpp_type=7, label=1,
-      has_default_value=False, default_value=False,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=733,
-  serialized_end=771,
-)
-
-
-_ROADMESSAGE = _descriptor.Descriptor(
-  name='RoadMessage',
-  full_name='robocar.events.RoadMessage',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='contour', full_name='robocar.events.RoadMessage.contour', index=0,
-      number=1, type=11, cpp_type=10, label=3,
-      has_default_value=False, default_value=[],
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='ellipse', full_name='robocar.events.RoadMessage.ellipse', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='frame_ref', full_name='robocar.events.RoadMessage.frame_ref', index=2,
-      number=3, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=774,
-  serialized_end=914,
-)
-
-
-_POINT = _descriptor.Descriptor(
-  name='Point',
-  full_name='robocar.events.Point',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='x', full_name='robocar.events.Point.x', index=0,
-      number=1, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='y', full_name='robocar.events.Point.y', index=1,
-      number=2, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=916,
-  serialized_end=945,
-)
-
-
-_ELLIPSE = _descriptor.Descriptor(
-  name='Ellipse',
-  full_name='robocar.events.Ellipse',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='center', full_name='robocar.events.Ellipse.center', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='width', full_name='robocar.events.Ellipse.width', index=1,
-      number=2, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='height', full_name='robocar.events.Ellipse.height', index=2,
-      number=3, type=5, cpp_type=1, label=1,
-      has_default_value=False, default_value=0,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='angle', full_name='robocar.events.Ellipse.angle', index=3,
-      number=4, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='confidence', full_name='robocar.events.Ellipse.confidence', index=4,
-      number=5, type=2, cpp_type=6, label=1,
-      has_default_value=False, default_value=float(0),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=947,
-  serialized_end=1061,
-)
-
-
-_RECORDMESSAGE = _descriptor.Descriptor(
-  name='RecordMessage',
-  full_name='robocar.events.RecordMessage',
-  filename=None,
-  file=DESCRIPTOR,
-  containing_type=None,
-  create_key=_descriptor._internal_create_key,
-  fields=[
-    _descriptor.FieldDescriptor(
-      name='frame', full_name='robocar.events.RecordMessage.frame', index=0,
-      number=1, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='steering', full_name='robocar.events.RecordMessage.steering', index=1,
-      number=2, type=11, cpp_type=10, label=1,
-      has_default_value=False, default_value=None,
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-    _descriptor.FieldDescriptor(
-      name='recordSet', full_name='robocar.events.RecordMessage.recordSet', index=2,
-      number=3, type=9, cpp_type=9, label=1,
-      has_default_value=False, default_value=b"".decode('utf-8'),
-      message_type=None, enum_type=None, containing_type=None,
-      is_extension=False, extension_scope=None,
-      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
-  ],
-  extensions=[
-  ],
-  nested_types=[],
-  enum_types=[
-  ],
-  serialized_options=None,
-  is_extendable=False,
-  syntax='proto3',
-  extension_ranges=[],
-  oneofs=[
-  ],
-  serialized_start=1064,
-  serialized_end=1194,
-)
-
-_FRAMEREF.fields_by_name['created_at'].message_type = google_dot_protobuf_dot_timestamp__pb2._TIMESTAMP
-_FRAMEMESSAGE.fields_by_name['id'].message_type = _FRAMEREF
-_STEERINGMESSAGE.fields_by_name['frame_ref'].message_type = _FRAMEREF
-_THROTTLEMESSAGE.fields_by_name['frame_ref'].message_type = _FRAMEREF
-_DRIVEMODEMESSAGE.fields_by_name['drive_mode'].enum_type = _DRIVEMODE
-_OBJECTSMESSAGE.fields_by_name['objects'].message_type = _OBJECT
-_OBJECTSMESSAGE.fields_by_name['frame_ref'].message_type = _FRAMEREF
-_OBJECT.fields_by_name['type'].enum_type = _TYPEOBJECT
-_ROADMESSAGE.fields_by_name['contour'].message_type = _POINT
-_ROADMESSAGE.fields_by_name['ellipse'].message_type = _ELLIPSE
-_ROADMESSAGE.fields_by_name['frame_ref'].message_type = _FRAMEREF
-_ELLIPSE.fields_by_name['center'].message_type = _POINT
-_RECORDMESSAGE.fields_by_name['frame'].message_type = _FRAMEMESSAGE
-_RECORDMESSAGE.fields_by_name['steering'].message_type = _STEERINGMESSAGE
-DESCRIPTOR.message_types_by_name['FrameRef'] = _FRAMEREF
-DESCRIPTOR.message_types_by_name['FrameMessage'] = _FRAMEMESSAGE
-DESCRIPTOR.message_types_by_name['SteeringMessage'] = _STEERINGMESSAGE
-DESCRIPTOR.message_types_by_name['ThrottleMessage'] = _THROTTLEMESSAGE
-DESCRIPTOR.message_types_by_name['DriveModeMessage'] = _DRIVEMODEMESSAGE
-DESCRIPTOR.message_types_by_name['ObjectsMessage'] = _OBJECTSMESSAGE
-DESCRIPTOR.message_types_by_name['Object'] = _OBJECT
-DESCRIPTOR.message_types_by_name['SwitchRecordMessage'] = _SWITCHRECORDMESSAGE
-DESCRIPTOR.message_types_by_name['RoadMessage'] = _ROADMESSAGE
-DESCRIPTOR.message_types_by_name['Point'] = _POINT
-DESCRIPTOR.message_types_by_name['Ellipse'] = _ELLIPSE
-DESCRIPTOR.message_types_by_name['RecordMessage'] = _RECORDMESSAGE
-DESCRIPTOR.enum_types_by_name['DriveMode'] = _DRIVEMODE
-DESCRIPTOR.enum_types_by_name['TypeObject'] = _TYPEOBJECT
-_sym_db.RegisterFileDescriptor(DESCRIPTOR)
-
-FrameRef = _reflection.GeneratedProtocolMessageType('FrameRef', (_message.Message,), {
-  'DESCRIPTOR' : _FRAMEREF,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.FrameRef)
-  })
-_sym_db.RegisterMessage(FrameRef)
-
-FrameMessage = _reflection.GeneratedProtocolMessageType('FrameMessage', (_message.Message,), {
-  'DESCRIPTOR' : _FRAMEMESSAGE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.FrameMessage)
-  })
-_sym_db.RegisterMessage(FrameMessage)
-
-SteeringMessage = _reflection.GeneratedProtocolMessageType('SteeringMessage', (_message.Message,), {
-  'DESCRIPTOR' : _STEERINGMESSAGE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.SteeringMessage)
-  })
-_sym_db.RegisterMessage(SteeringMessage)
-
-ThrottleMessage = _reflection.GeneratedProtocolMessageType('ThrottleMessage', (_message.Message,), {
-  'DESCRIPTOR' : _THROTTLEMESSAGE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.ThrottleMessage)
-  })
-_sym_db.RegisterMessage(ThrottleMessage)
-
-DriveModeMessage = _reflection.GeneratedProtocolMessageType('DriveModeMessage', (_message.Message,), {
-  'DESCRIPTOR' : _DRIVEMODEMESSAGE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.DriveModeMessage)
-  })
-_sym_db.RegisterMessage(DriveModeMessage)
-
-ObjectsMessage = _reflection.GeneratedProtocolMessageType('ObjectsMessage', (_message.Message,), {
-  'DESCRIPTOR' : _OBJECTSMESSAGE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.ObjectsMessage)
-  })
-_sym_db.RegisterMessage(ObjectsMessage)
-
-Object = _reflection.GeneratedProtocolMessageType('Object', (_message.Message,), {
-  'DESCRIPTOR' : _OBJECT,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.Object)
-  })
-_sym_db.RegisterMessage(Object)
-
-SwitchRecordMessage = _reflection.GeneratedProtocolMessageType('SwitchRecordMessage', (_message.Message,), {
-  'DESCRIPTOR' : _SWITCHRECORDMESSAGE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.SwitchRecordMessage)
-  })
-_sym_db.RegisterMessage(SwitchRecordMessage)
-
-RoadMessage = _reflection.GeneratedProtocolMessageType('RoadMessage', (_message.Message,), {
-  'DESCRIPTOR' : _ROADMESSAGE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.RoadMessage)
-  })
-_sym_db.RegisterMessage(RoadMessage)
-
-Point = _reflection.GeneratedProtocolMessageType('Point', (_message.Message,), {
-  'DESCRIPTOR' : _POINT,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.Point)
-  })
-_sym_db.RegisterMessage(Point)
-
-Ellipse = _reflection.GeneratedProtocolMessageType('Ellipse', (_message.Message,), {
-  'DESCRIPTOR' : _ELLIPSE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.Ellipse)
-  })
-_sym_db.RegisterMessage(Ellipse)
-
-RecordMessage = _reflection.GeneratedProtocolMessageType('RecordMessage', (_message.Message,), {
-  'DESCRIPTOR' : _RECORDMESSAGE,
-  '__module__' : 'events.events_pb2'
-  # @@protoc_insertion_point(class_scope:robocar.events.RecordMessage)
-  })
-_sym_db.RegisterMessage(RecordMessage)
-
-
-DESCRIPTOR._options = None
+  DESCRIPTOR._options = None
+  DESCRIPTOR._serialized_options = b'Z\010./events'
+  _DRIVEMODE._serialized_start=1196
+  _DRIVEMODE._serialized_end=1241
+  _TYPEOBJECT._serialized_start=1243
+  _TYPEOBJECT._serialized_end=1293
+  _FRAMEREF._serialized_start=72
+  _FRAMEREF._serialized_end=156
+  _FRAMEMESSAGE._serialized_start=158
+  _FRAMEMESSAGE._serialized_end=225
+  _STEERINGMESSAGE._serialized_start=227
+  _STEERINGMESSAGE._serialized_end=327
+  _THROTTLEMESSAGE._serialized_start=329
+  _THROTTLEMESSAGE._serialized_end=429
+  _DRIVEMODEMESSAGE._serialized_start=431
+  _DRIVEMODEMESSAGE._serialized_end=496
+  _OBJECTSMESSAGE._serialized_start=498
+  _OBJECTSMESSAGE._serialized_end=600
+  _OBJECT._serialized_start=603
+  _OBJECT._serialized_end=731
+  _SWITCHRECORDMESSAGE._serialized_start=733
+  _SWITCHRECORDMESSAGE._serialized_end=771
+  _ROADMESSAGE._serialized_start=774
+  _ROADMESSAGE._serialized_end=914
+  _POINT._serialized_start=916
+  _POINT._serialized_end=945
+  _ELLIPSE._serialized_start=947
+  _ELLIPSE._serialized_end=1061
+  _RECORDMESSAGE._serialized_start=1064
+  _RECORDMESSAGE._serialized_end=1194
 # @@protoc_insertion_point(module_scope)

poetry.lock

@@ -0,0 +1,839 @@
+[[package]]
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+version = "2.12.12"
+description = "An abstract syntax tree for Python with inference support."
+category = "dev"
+optional = false
+python-versions = ">=3.7.2"
+
+[package.dependencies]
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+    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
+]
+
+[[package]]
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+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
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+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
+
+[[package]]
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+optional = false
+python-versions = ">=3.6.0"
+
+[package.dependencies]
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+
+[package.extras]
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+
+[[package]]
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+description = "The tool that allows you to convert neural networks to MyriadX blob"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+boto3 = "*"
+PyYAML = "*"
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+
+[[package]]
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+
+[package.dependencies]
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+[package.extras]
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+[package.extras]
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+
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+
+[[package]]
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+
+[package.extras]
+unicode-backport = ["unicodedata2"]
+
+[[package]]
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+
+[[package]]
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+optional = false
+python-versions = ">=3.6"
+
+[[package]]
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+[package.extras]
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+[[package]]
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+python-versions = "*"
+
+[package.dependencies]
+beautifulsoup4 = "*"
+
+[[package]]
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+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
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+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
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+description = "A Python utility / library to sort Python imports."
+category = "dev"
+optional = false
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+
+[package.extras]
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+[[package]]
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+
+[[package]]
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+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
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+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[[package]]
+name = "opencv-python"
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pyproject.toml

@@ -0,0 +1,43 @@
+[tool.poetry]
+name = "robocar-oak-camera"
+version = "0.0.0"
+description = "Mqtt gateway for oak-lite device"
+authors = ["Cyrille Nofficial <cynoffic@cyrilix.fr>"]
+readme = "README.md"
+packages = [
+    { include = "camera" },
+    { include = "events" },
+]
+
+[tool.poetry.dependencies]
+python = "^3.10"
+paho-mqtt = "^1.6.1"
+depthai = "^2.17.4.0"
+protobuf3 = "^0.2.1"
+google = "^3.0.0"
+opencv-python = "^4.6.0.66"
+blobconverter = "^1.3.0"
+protobuf = "^4.21.8"
+
+
+[tool.poetry.group.test.dependencies]
+pytest = "^7.1.3"
+pytest-mock = "^3.10.0"
+
+
+[tool.poetry.group.dev.dependencies]
+pylint = "^2.15.4"
+
+[build-system]
+requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning"]
+build-backend = "poetry_dynamic_versioning.backend"
+
+[tool.poetry.scripts]
+rc-oak-camera = 'camera.cli:execute_from_command_line'
+
+[tool.poetry-dynamic-versioning]
+enable = true
+style = 'semver'
+vcs = 'git'
+dirty = true
+bump = true

requirements.txt

@@ -1,7 +0,0 @@
-paho-mqtt~=1.6.1
-docopt~=0.6.2
-depthai==2.14.1.0
-opencv-python~=4.5.5.62
-google~=3.0.0
-google-api-core~=2.4.0
-setuptools==60.5.0

setup.cfg

@@ -1,5 +0,0 @@
-[metadata]
-description-file = README.md
-
-[aliases]
-test = pytest

setup.py

@@ -1,68 +0,0 @@
-import os
-
-from setuptools import setup, find_packages
-
-
-# include the non python files
-def package_files(directory, strip_leading):
-    paths = []
-    for (path, directories, filenames) in os.walk(directory):
-        for filename in filenames:
-            package_file = os.path.join(path, filename)
-            paths.append(package_file[len(strip_leading):])
-    return paths
-
-
-tests_require = ['pytest',
-                 ]
-
-setup(name='robocar-oak-camera',
-      version='0.1',
-      description='Mqtt gateway for oak-lite device.',
-      url='https://github.com/cyrilix/robocar-oak-camera',
-      license='Apache2',
-      entry_points={
-          'console_scripts': [
-              'rc-oak-camera=camera.cli:execute_from_command_line',
-          ],
-      },
-      setup_requires=['pytest-runner'],
-      install_requires=['depthai',
-                        'docopt',
-                        'paho-mqtt',
-                        'protobuf3',
-                        'google',
-                        'numpy',
-                        'opencv-python',
-                        'blobconverter',
-                        ],
-      tests_require=tests_require,
-      extras_require={
-          'tests': tests_require
-      },
-
-      include_package_data=True,
-
-      classifiers=[
-          # How mature is this project? Common values are
-          #   3 - Alpha
-          #   4 - Beta
-          #   5 - Production/Stable
-          'Development Status :: 3 - Alpha',
-
-          # Indicate who your project is intended for
-          'Intended Audience :: Developers',
-          'Topic :: Scientific/Engineering :: Artificial Intelligence',
-
-          # Pick your license as you wish (should match "license" above)
-          'License :: OSI Approved :: Apache 2 License',
-
-          # Specify the Python versions you support here. In particular, ensure
-          # that you indicate whether you support Python 2, Python 3 or both.
-
-          'Programming Language :: Python :: 3.7',
-      ],
-      keywords='selfdriving cars drive',
-
-      packages=find_packages(exclude=(['tests', 'env'])),
-      )