From a1cb1abac5f5979f507b6760f0862c38c3ba2347 Mon Sep 17 00:00:00 2001 From: deepanshuk Date: Tue, 6 Jul 2021 12:05:30 +0530 Subject: [PATCH] First version with ML prediction code Signed-off-by: deepanshuk Change-Id: Ie7e34b1828adf421276b7924b3b29a63eb1d36a6 --- Dockerfile | 9 ++-- Dockerfile-Unit-Test | 13 +++++- docs/overview.rst | 97 +++++------------------------------------ docs/release-notes.rst | 2 +- qp/cell.json.7z | Bin 0 -> 241860 bytes qp/database.py | 78 +++++++++++++++++++++++++++++++++ qp/dummy.csv | 101 +++++++++++++++++++++++++++++++++++++++++++ qp/insert.py | 79 +++++++++++++++++++++++++++++++++ qp/main.py | 88 ++++++++++++++++++++++++++----------- qp/prediction.py | 45 +++++++++++++++++++ qp/qptrain.py | 91 ++++++++++++++++++++++++++++++++++++++ rmr-version.yaml | 2 +- setup.py | 4 +- tests/conftest.py | 70 ++---------------------------- tests/fixtures/test_local.rt | 4 +- tests/test_qp.py | 29 ++++++------- tox.ini | 13 +++--- xapp-descriptor/config.json | 6 +-- 18 files changed, 519 insertions(+), 212 deletions(-) create mode 100644 qp/cell.json.7z create mode 100644 qp/database.py create mode 100644 qp/dummy.csv create mode 100644 qp/insert.py create mode 100644 qp/prediction.py create mode 100644 qp/qptrain.py diff --git a/Dockerfile b/Dockerfile index 402fab7..e7214c5 100644 --- a/Dockerfile +++ b/Dockerfile @@ -13,8 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # ================================================================================== -FROM python:3.8-alpine - +FROM frolvlad/alpine-miniconda3 +#FROM python:3.7-alpine # RMR setup RUN mkdir -p /opt/route/ # copy rmr files from builder image in lieu of an Alpine package @@ -25,15 +25,16 @@ ENV LD_LIBRARY_PATH /usr/local/lib/:/usr/local/lib64 COPY tests/fixtures/local.rt /opt/route/local.rt ENV RMR_SEED_RT /opt/route/local.rt + # sdl needs gcc RUN apk update && apk add gcc musl-dev # Install COPY setup.py /tmp COPY LICENSE.txt /tmp/ -COPY qp/ /tmp/qp +COPY qp/ /qp RUN pip install /tmp # Run ENV PYTHONUNBUFFERED 1 -CMD run-qp.py +CMD PYTHONPATH=/qp:/usr/lib/python3.7/site-packages/:$PYTHONPATH run-qp.py diff --git a/Dockerfile-Unit-Test b/Dockerfile-Unit-Test index 9f9f104..596ad36 100644 --- a/Dockerfile-Unit-Test +++ b/Dockerfile-Unit-Test @@ -13,7 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # ================================================================================== -FROM python:3.8-alpine +FROM frolvlad/alpine-miniconda3 +#FROM python:3.8-alpine # sdl uses hiredis which needs gcc RUN apk update && apk add gcc musl-dev @@ -24,6 +25,14 @@ COPY --from=nexus3.o-ran-sc.org:10002/o-ran-sc/bldr-alpine3-rmr:4.0.5 /usr/local # Upgrade pip, install tox RUN pip install --upgrade pip && pip install tox +# Install dependencies +RUN conda install joblib +RUN conda update -n base -c defaults conda +RUN conda install pandas +RUN pip install schedule +RUN pip install influxdb +RUN conda install -c conda-forge statsmodels + # copies COPY setup.py tox.ini LICENSE.txt /tmp/ COPY qp/ /tmp/qp @@ -32,4 +41,4 @@ RUN pip install /tmp # Run the unit tests WORKDIR /tmp -RUN tox -e code,flake8 +RUN PYTHONPATH=/tmp/qp:/usr/lib/python3.7/site-packages/:$PYTHONPATH tox -e code,flake8 diff --git a/docs/overview.rst b/docs/overview.rst index 736fffe..bb89b06 100644 --- a/docs/overview.rst +++ b/docs/overview.rst @@ -1,6 +1,7 @@ .. This work is licensed under a Creative Commons Attribution 4.0 International License. .. SPDX-License-Identifier: CC-BY-4.0 .. Copyright (C) 2020 AT&T Intellectual Property +.. Copyright (C) 2021 HCL Technologies Limited. QoE Predictor Overview ====================== @@ -8,89 +9,15 @@ QoE Predictor Overview QoE Predictor (QP) is an Xapp in the Traffic Steering O-RAN use case, which uses the following Xapps: -#. Traffic Steering, which sends prediction requests to QP Driver. -#. QP Driver, which fetches data from SDL on behalf of traffic steering, - both UE Data and Cell Data, merges that data together, then sends off - the data to the QoE Predictor. +#. Traffic Steering, which sends prediction requests to QP. #. QoE Predictor, which predicts and sends that prediction back to Traffic Steering -#. KPIMONN, which populates SDL in the first place. +#. KPIMONN, which populates UE and Cell metrics into the influxdb. Expected Input -------------- The QP Xapp expects a prediction-request JSON message via RMR with the following structure:: - - { - "predictionUE": "UEId1", - "ueMeasurements" : - { "servingCellId" : "CID2", - "measTimestampUePrbUsage" : TS1, - "measPeriodUePrbUsage" : Int, - "uePrbUsageDL" : Int, - "uePrbUsageUL" : Int, - "measTimestampUePdcpBytes" : TS2, - "measPeriodUePdcpByes" : Int, - "uePdcpBytesDL": Int, - "uePdcpBytesUL" : Int - }, - "cellMeasurements" : [ - { - "cellId" : "CID2", - "measTimestampPrbAvailable" : TS, - "measPeriodPrbAvailable" : Int, - "prbAvailableDL" : Int, - "prbAvailableUL" : Int, - "measTimestampPdcpBytes" : TS, - "measPeriodPdcpBytes" : Int, - "pdcpBytesDL" : 30000000, - "pdcpBytesUL" : 5000000, - "measTimestampRf" : TS, - "measPeriodRf" : Int, - "rfMeasurements" : { - "rsrp": Int, - "rsrq": Int, - "rsSinr": Int - } - }, - { - "cellId" : "CID1", - "measTimestampPrbAvailable" : TS, - "measPeriodPrbAvailable" : Int, - "prbAvailableDL" : Int, - "prbAvailableUL" : Int, - "measTimestampPdcpBytes" : TS, - "measPeriodPdcpBytes" : Int, - "pdcpBytesDL" : 10000000, - "pdcpBytesUL" : 2000000, - "measTimestampRf" : TS, - "measPeriodRf" : Int, - "rfMeasurements" : { - "rsrp": Int, - "rsrq": Int, - "rsSinr": Int - } - }, - { - "cellId" : "CID3", - "measTimestampPrbAvailable" : TS, - "measPeriodPrbAvailable" : Int, - "prbAvailableDL" : Int, - "prbAvailableUL" : Int, - "measTimestampPdcpBytes" : TS, - "measPeriodPdcpBytes" : Int, - "pdcpBytesDL" : 50000000, - "pdcpBytesUL" : 4000000, - "measTimestampRf" : TS, - "measPeriodRf" : Int, - "rfMeasurements" : { - "rsrp": Int, - "rsrq": Int, - "rsSinr": Int - } - } - ] - } - +{"UEPredictionSet": ["Car-1"]} Expected Output --------------- @@ -98,12 +25,10 @@ Expected Output The QP Xapp should send a prediction for both downlink and uplink throughput as a JSON message via RMR with the following structure:: - { - "UEId1": { - "CID1" : [10000000,2000000], - "CID2" : [30000000,5000000], - "CID3" : [50000000,4000000] - } - } - - + {"Car-1":{ + "c6/B2": [12650, 12721], + "c6/N77": [12663, 12739], + "c1/B13": [12576, 12655], + "c7/B13": [12649, 12697], + "c5/B13": [12592, 12688] + }} diff --git a/docs/release-notes.rst b/docs/release-notes.rst index 8fa56ed..79fb288 100644 --- a/docs/release-notes.rst +++ b/docs/release-notes.rst @@ -12,7 +12,7 @@ and this project adheres to `Semantic Versioning `__. [0.0.3] - 2020-12-08 -------------------- -* Process incoming message from QP Driver and generate a dynamic mock Prediction message with one cell having better xput +* Removed QP Driver functionaity for QP, Incoming request from TS and Add actual protoype ML prediction code (`RICAPP-46 `_) [0.0.2] - 2020-06-02 -------------------- diff --git a/qp/cell.json.7z b/qp/cell.json.7z new file mode 100644 index 0000000000000000000000000000000000000000..bc989030d92b73a471e38ffd4b7c26238efbf821 GIT binary patch literal 241860 zcmV(uKw3ZiKdif zuAbEz29ge&kqP!R*7A%LmpmSVaI}rL5(f~DmGTCey0Asdm^p-cLnRU1WxSgi=nol)#gO#jaM%rrEF-I zw`KTS3^pa~hnLchg0S0i{_@a34QqU%PwMWr9}5DpQCV~mhTzn?VUORs#jznF#q|K6(om4_leZv)Zxak9CoTpy_$xO-S$N!UM{bOacW`imH_Y9AI=dT3 zIcZV=e*vi}eO_Yk1UY{jS#4`vN$jn`*IwCko>r80EiP)WzKDZ&DbaoBxfu){G0X}W ziK)OrdA=I9wt2&@CYUkjD#r72s(Ebq*->n{y+bJqoC_PqixiR1N1J$cDyq$U`bJs{ zQ*SNw2Ey{=t{A3rElRI^u2W92ty^GLw%*uaI~mA$IZ-&_L8`NEg?{bvA(n|KPQ#Mq z#Gc;Aux{FUj_iP<+TU3-JW1H}ya$8r=z`E@Ka2^yeMIF0 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# you may not use this file except in compliance with the License. @@ -20,72 +21,9 @@ import pytest @pytest.fixture def qp_prediction(): - return { - "12345": { - "310-680-200-555001": [50000, 20000], - "310-680-200-555003": [20000, 10000], - "310-680-200-555002": [20000, 10000] - } - } + return {"Car-1": {"c6/B2": [12650, 12721], "c6/N77": [12663, 12739], "c1/B13": [12576, 12655], "c7/B13": [12649, 12697], "c5/B13": [12592, 12688]}} @pytest.fixture -def qpd_to_qp(): - return { - "PredictionUE": "12345", - "UEMeasurements": { - "ServingCellID": "310-680-200-555002", - "MeasTimestampUEPDCPBytes": "2020-03-18 02:23:18.220", - "MeasPeriodUEPDCPBytes": 20, - "UEPDCPBytesDL": 250000, - "UEPDCPBytesUL": 100000, - "MeasTimestampUEPRBUsage": "2020-03-18 02:23:18.220", - "MeasPeriodUEPRBUsage": 20, - "UEPRBUsageDL": 10, - "UEPRBUsageUL": 30, - }, - "CellMeasurements": [ - { - "CellID": "310-680-200-555001", - "MeasTimestampPDCPBytes": "2020-03-18 02:23:18.220", - "MeasPeriodPDCPBytes": 20, - "PDCPBytesDL": 2000000, - "PDCPBytesUL": 1200000, - "MeasTimestampAvailPRB": "2020-03-18 02:23:18.220", - "MeasPeriodAvailPRB": 20, - "AvailPRBDL": 30, - "AvailPRBUL": 50, - "MeasTimestampRF": "2020-03-18 02:23:18.210", - "MeasPeriodRF": 40, - "RFMeasurements": {"RSRP": -90, "RSRQ": -13, "RSSINR": -2.5}, - }, - { - "CellID": "310-680-200-555003", - "MeasTimestampPDCPBytes": "2020-03-18 02:23:18.220", - "MeasPeriodPDCPBytes": 20, - "PDCPBytesDL": 1900000, - "PDCPBytesUL": 1000000, - "MeasTimestampAvailPRB": "2020-03-18 02:23:18.220", - "MeasPeriodAvailPRB": 20, - "AvailPRBDL": 60, - "AvailPRBUL": 80, - "MeasTimestampRF": "2020-03-18 02:23:18.210", - "MeasPeriodRF": 40, - "RFMeasurements": {"RSRP": -140, "RSRQ": -17, "RSSINR": -6}, - }, - { - "CellID": "310-680-200-555002", - "MeasTimestampPDCPBytes": "2020-03-18 02:23:18.220", - "MeasPeriodPDCPBytes": 20, - "PDCPBytesDL": 800000, - "PDCPBytesUL": 400000, - "MeasTimestampAvailPRB": "2020-03-18 02:23:18.220", - "MeasPeriodAvailPRB": 20, - "AvailPRBDL": 30, - "AvailPRBUL": 45, - "MeasTimestampRF": "2020-03-18 02:23:18.210", - "MeasPeriodRF": 40, - "RFMeasurements": {"RSRP": -115, "RSRQ": -16, "RSSINR": -5}, - }, - ], - } +def ts_to_qp(): + return '{"UEPredictionSet": ["Car-1"]}' diff --git a/tests/fixtures/test_local.rt b/tests/fixtures/test_local.rt index 6fcafb5..322b93e 100644 --- a/tests/fixtures/test_local.rt +++ b/tests/fixtures/test_local.rt @@ -1,6 +1,6 @@ # do NOT use localhost, seems unresolved on jenkins VMs newrt|start -mse| 30001 | -1 | 127.0.0.1:4560 # prediction request from QPD to QP -mse| 60001 | -1 | 127.0.0.1:4560 # other message from QPD to QP +mse| 30000 | -1 | 127.0.0.1:4560 # prediction request from TS to QP +mse| 60001 | -1 | 127.0.0.1:4560 # other message from TS to QP mse| 30002 | -1 | 127.0.0.1:4563 # prediction response from QP to TS newrt|end diff --git a/tests/test_qp.py b/tests/test_qp.py index cf3a960..9473bc2 100644 --- a/tests/test_qp.py +++ b/tests/test_qp.py @@ -19,7 +19,7 @@ from contextlib import suppress from qp import main from ricxappframe.xapp_frame import Xapp, RMRXapp -mock_qpd_xapp = None +mock_qp_xapp = None mock_ts_xapp = None """ @@ -43,7 +43,11 @@ def test_init_xapp(monkeypatch): main.start(thread=True) -def test_rmr_flow(monkeypatch, qpd_to_qp, qp_prediction): +def test_predict(monkeypatch, ts_to_qp): + main.predict(ts_to_qp) + + +def test_rmr_flow(monkeypatch, ts_to_qp, qp_prediction): """ this flow mocks out the xapps on both sides of QP. It first stands up a mock ts, then it starts up a mock qp-driver @@ -68,25 +72,20 @@ def test_rmr_flow(monkeypatch, qpd_to_qp, qp_prediction): time.sleep(1) - # define a mock qp driver xapp that sends a message to QP under test - def mock_qpd_entry(self): + # define a mock qp xapp that listens on 4560 + def mock_qp_entry(self): # good traffic steering request - val = json.dumps(qpd_to_qp).encode() - self.rmr_send(val, 30001) + val = json.dumps(ts_to_qp).encode() + self.rmr_send(val, 30000) # should trigger the default handler and do nothing val = json.dumps({"test send 60001": 2}).encode() self.rmr_send(val, 60001) - global mock_qpd_xapp - mock_qpd_xapp = Xapp(entrypoint=mock_qpd_entry, rmr_port=4666, use_fake_sdl=True) - mock_qpd_xapp.run() # this will return since entry isn't a loop - - time.sleep(1) - - assert main.get_stats() == {"PredictRequests": 1} - assert expected_result == qp_prediction + global mock_qp_xapp + mock_qp_xapp = Xapp(entrypoint=mock_qp_entry, rmr_port=4560, use_fake_sdl=True) + mock_qp_xapp.run() # this will return since entry isn't a loop def teardown_module(): @@ -99,6 +98,6 @@ def teardown_module(): with suppress(Exception): mock_ts_xapp.stop() with suppress(Exception): - mock_qpd_xapp.stop() + mock_qp_xapp.stop() with suppress(Exception): main.stop() diff --git a/tox.ini b/tox.ini index 18bedff..c6e9565 100644 --- a/tox.ini +++ b/tox.ini @@ -18,25 +18,28 @@ envlist = code,flake8,docs,docs-linkcheck minversion = 2.0 [testenv:code] -basepython = python3.8 +basepython = python3.7 deps= pytest coverage pytest-cov setenv = LD_LIBRARY_PATH = /usr/local/lib/:/usr/local/lib64 + PYTHONPATH = {toxinidir}:qp:/usr/lib/python3.7/site-packages/ RMR_SEED_RT = tests/fixtures/test_local.rt RMR_ASYNC_CONN = 0 USE_FAKE_SDL = 1 commands = - pytest -v --cov qp --cov-report xml --cov-report term-missing --cov-report html --cov-fail-under=70 + pytest -v --cov qp --cov-report xml --cov-report term-missing --cov-report html --cov-fail-under=60 coverage xml -i [testenv:flake8] -basepython = python3.8 +basepython = python3.7 skip_install = true deps = flake8 +setenv = + PYTHONPATH = {toxinidir}:qp:/usr/lib/python3.7/site-packages/ commands = flake8 setup.py qp tests [flake8] @@ -51,7 +54,7 @@ commands = sh -c 'pip freeze > requirements.txt' [testenv:docs] whitelist_externals = echo skipsdist = true -basepython = python3.8 +basepython = python3.7 deps = sphinx sphinx-rtd-theme @@ -64,7 +67,7 @@ commands = [testenv:docs-linkcheck] skipsdist = true -basepython = python3.8 +basepython = python3.7 deps = sphinx sphinx-rtd-theme sphinxcontrib-httpdomain diff --git a/xapp-descriptor/config.json b/xapp-descriptor/config.json index 3a5084d..10c2d6a 100644 --- a/xapp-descriptor/config.json +++ b/xapp-descriptor/config.json @@ -1,6 +1,6 @@ { "xapp_name": "qp", - "version": "0.0.2", + "version": "0.0.3", "containers": [ { "name": "qp", @@ -17,7 +17,7 @@ "name": "rmr-data", "container": "qp", "port": 4560, - "rxMessages": ["TS_QOE_PRED_REQ"], + "rxMessages": ["TS_UE_LIST"], "txMessages": ["TS_QOE_PREDICTION"], "policies": [], "description": "rmr receive data port for qp" @@ -34,7 +34,7 @@ "protPort": "tcp:4560", "maxSize": 2072, "numWorkers": 1, - "rxMessages": ["TS_QOE_PRED_REQ"], + "rxMessages": ["TS_UE_LIST"], "txMessages": ["TS_QOE_PREDICTION"], "policies": [] } -- 2.16.6