From 2cf389a7e87592ad55e9a2608a778c366b8ab9e7 Mon Sep 17 00:00:00 2001 From: Andrey Date: Tue, 3 Dec 2024 09:53:32 +0300 Subject: [PATCH] lec12 --- assets/service/compose.yml | 27 ++++++++++++++++++--- assets/service/ml_service/api_handler.py | 22 ++++++++++++++++- assets/service/ml_service/main.py | 2 +- assets/service/ml_service/requirements.txt | 3 ++- lectures/lec12-database.pptx | Bin 0 -> 189832 bytes 5 files changed, 47 insertions(+), 7 deletions(-) create mode 100644 lectures/lec12-database.pptx diff --git a/assets/service/compose.yml b/assets/service/compose.yml index 619254d..4f8c986 100644 --- a/assets/service/compose.yml +++ b/assets/service/compose.yml @@ -2,14 +2,13 @@ name: lec_app services: price-predict: - image: estate_model:1 + image: estate_model:2 ports: - "8001:8000" volumes: - ./models:/models - requests: image: request_service:3 deploy: @@ -19,7 +18,6 @@ services: delay: 5s - prometheus: image: prom/prometheus ports: @@ -38,4 +36,25 @@ services: environment: - GF_SECURITY_ADMIN_USER=admin - GF_SECURITY_ADMIN_PASSWORD=admin - \ No newline at end of file + + database: + image: postgres:17.2 + ports: + - 5432:5432 + environment: + - POSTGRES_USER=admin + - POSTGRES_PASSWORD=admin + - POSTGRES_DB=my_db_name + - PGDATA=/var/lib/postgresql/data/pgdata + volumes: + - "./database/data:/var/lib/postgresql/data" + + pgadmin: + image: dpage/pgadmin4 + ports: + - 9091:80 + environment: + - PGADMIN_DEFAULT_EMAIL=email@example.com + - PGADMIN_DEFAULT_PASSWORD=admin + volumes: + - "./database/pgadmin:/var/lib/pgadmin" \ No newline at end of file diff --git a/assets/service/ml_service/api_handler.py b/assets/service/ml_service/api_handler.py index 32cd62e..4773465 100644 --- a/assets/service/ml_service/api_handler.py +++ b/assets/service/ml_service/api_handler.py @@ -2,6 +2,8 @@ import logging import pandas as pd import pickle as pkl +import psycopg2 +from datetime import datetime logger = logging.getLogger("uvicorn.error") class FastAPIHandler(): @@ -14,7 +16,25 @@ class FastAPIHandler(): except Exception as e: logger.error('Error loading model') - def predict(self, item_features:dict): + def predict(self, flat_id, item_features:dict): item_df = pd.DataFrame(data=item_features, index=[0]) prediction = self.model.predict(item_df) + + db_cred = {"dbname": "my_db_name", + "user": 'admin', + "password": 'admin', + "host": "database"} + + db_conn = psycopg2.connect(**db_cred) + cur = db_conn.cursor() + + now = datetime.now() + cur.execute(f"INSERT INTO public.features \ + (flat_id, ts, geo_lon, geo_lat, area) \ + VALUES ({flat_id}, '{now}', {item_features['geo_lon']}, {item_features['geo_lat']}, {item_features['area']});") + cur.execute(f"INSERT INTO public.predictions \ + (flat_id, ts, price) VALUES ({flat_id}, '{now}', {prediction[0]});") + + db_conn.commit() + return (prediction[0]) \ No newline at end of file diff --git a/assets/service/ml_service/main.py b/assets/service/ml_service/main.py index 4e0989f..9830bc1 100644 --- a/assets/service/ml_service/main.py +++ b/assets/service/ml_service/main.py @@ -24,7 +24,7 @@ def root_dir(): @app.post('/api/prediction') def make_prediction(flat_id: int, item_features: dict): - prediction = app.handler.predict(item_features) + prediction = app.handler.predict(flat_id, item_features) prediction_metric.observe(prediction) diff --git a/assets/service/ml_service/requirements.txt b/assets/service/ml_service/requirements.txt index 8b3eb26..f59375e 100644 --- a/assets/service/ml_service/requirements.txt +++ b/assets/service/ml_service/requirements.txt @@ -4,4 +4,5 @@ pandas pickle4 scikit-learn requests -prometheus_fastapi_instrumentator \ No newline at end of file +prometheus_fastapi_instrumentator +psycopg2-binary \ No newline at end of file diff --git a/lectures/lec12-database.pptx b/lectures/lec12-database.pptx new file mode 100644 index 0000000000000000000000000000000000000000..949faa923ab1ecef18613adc138f0b57303ef1d2 GIT binary patch literal 189832 zcmd?RV|1onmo*wY72CEewpp=lR&3k0ZQD*NuGqG1RB%%Dbf13vJN>-&N=hv1M~;m2)!b8rn|=5%PIcscAUHGT9= z$s%x?gm-Y`Xt96xMf-9^>DEt_3Us7jOf4}pB@$QY2oS#=(0^QsFk-(*61yUS=#g)s za~W4pW6`;X7pEj>Z`$ONM)S2mjWt@}AN`gb2Q^TqpeTF{^1OOoWw*Vo0e!|e&K-SLM#-7f=+Rlj9 z#qxWgyp~KKJ+kMc3biMmB_Jfrs@U8Wap*Kgq;+F^#K{7)rQX%$ISY%dxJUbA#;koe zCe4Ep!dZ{1S}FQ80zV+RoRR!KgPVBrHa6&jZQ^yFJbXT|YJ*r6VQy*(3|E?jzb)eT zt;hr;fg#h~3}bYSTHmiY%cN`6v$WLZBu)LDc9vPxium2f!q11U8L=P4Vxm3V(Q>wWx+Q#VB!_0r4io#y#| zdrot5rFu$0^3bSAdOaV`VIb?CHaqTHj@EXWWO9u7>#xMOF%$9Jz z@z%drs^T%4&H@ksVEv!26#PG~l%9>v?}f^Y`6km(4-<6x8b-O&_>DKGyyzXFFcyOG<$vgKlX;bF)$b$uUlTKaMdT17_}&*sa3#SJF2IXwV6L6 zUJB~>ubAo%AkhnVz8-7_y`Ydhp&;iP4RF0x^ba0zVb9c~9F+dHVS%b`I4u46>>Zdq z6jOl7uG$7Ez@~tNjVkzU@G8MqIwkb44%wSdqFAm84moGTK(c<;W+p&boTWafGT)Sh zj#uy}7oy_o;k9zHp3k@5I>6}aDK(7u^@;AkKI(j1UyL4E=fm540>rgRq|+v44{IQP z!gV6FrgIu_W9I-q_7{S95tJYv<`Coox`@csQJNBT$T3>@tptS$ebH&F}q zxy=K&*NY*RR~5lyXBxuUI29jbHkttKt%tvbd%6?(T|@=r@kq~dzX?{rFC&<@(oss8N{vOA#<3#Vaw6hIhrTg?i!S-19|t>k@w zf){BlV9{XOz~fdVu|jKTkabM?2B!SX6aJOPtc&DVNpR;ugnX-D5Exa#BwY*NZUw6` z=X0bOCG;O4n@+umqBZk~vL_e^$x*(l5JE*U1MAyHqh^sotdF%OW*aQBe z%kye`NQ`t9Y_Ekp+*~Bw<+6$=N+=GvMYD%@C;7ZSV2YTVvxv?%bxS{Dws8b~5=lxl zB@ZOoAOcA<(l%@B8GRBlV*0VQp!n)8_S*AR3PLI50L1Wh3P3N^o40b$;!uFv@g{@di|>oK1ct#bYquBTZVx zST42Wu0Ti^T)l!F&}?M;_+em z;-7=;G^12dc0FOu@%|M3J5%{i03J6>~g{S5M z;vu^nHb?y)+ekM4Nn~;HfMj0Ps_#_7fMlHwVpI6Sm%{F5a5V5O;-_q(zo7Qw?@&0} zB_$GG^M{k-%OU~7$F`g6>zOuTf*Vk)FTqq-9>jJ;^#m8H%Ifw4rT1R+iU~Hmo8?PK zO^h)*o;#jrZ<=rbrUt z;p_{=7o+2S#W6XG=&o=ON#xSC9rN&23V%#TiS7&^u6%WL&`EQ}C3y*n>v2tv1Z7!1 z89m9c`(bimeKa}VNYK&8Y1oz<%*8%JJ%rIh+rL#OYlbj?&1Nrf}*D z{!twx*l=-VNdI}Rt{i(6Hh$*y{8`{S3nbW~CeTKV6BZ+U?POQtbomBtBDU=^`*GXs z+u6@&>BrewW@<_zuv#r-Qu}VmY?MPm(bB+tmYQ>yW}-6zWz!thoF5=q$Q8m9%7lRk zEY<#DtT|{$W0WndZFtC>U;@x1macM={$EizOwT*0eDj5jQ5zU79+ty z%B)gUkN$Gy7O3Flg5Ma#k7($ih*?aBf7qA&+KABqS; zAw3)xdqs00N)W{DhOi)%d=Po^fJZ`M6)j)>~j{LOK8KzxtMc) z&zIZA0ggTxy)N|RCY0Oi)HBKLuoN+m&S)IOT70cGzvIR`OShQ!-fkW7V?DQouAuJb z<@`H*_XN+xuCAHf#U*OW13S{-i=c03kBCv*>V0Y%L!jP?d0ZLV#0~Lb0X*S^fX+Mj z+A)ieo+lh~^Y`_q0ap0sLGQtiJKbs|#&Sd}OZx@yeKXYgYC2U)X@hp1ezKj~W@S_* zcC&Ml2a!gNt#xa!^0@Hx&YkcjFTIpMDyaX%ir`}W{4VSO|x&K_bM>pxe#)GqdN z+*TN6qN7!L^2#yR#Zd>JR((d5wyJP@nPB{cjYG=;K9u&O`I_x|_HuS{S%KmWn*4)n zJ-F(D&yUz871tO}jZy448~+1`L(AzNAZM9%nTd_t(34(JB8EJ=zPg@lxmlrjRJhr8 z8ib#WB!oR2M328)%*!;$O6^1qQvawit#Cpm2>Fo=QED`%htvWdPw;FJE|<#xToESI zo%|BY+T}ctw?KRYkFYYW-4Md`KB*Rh__#rrJjc8>5t~oFa~#~?3Mthb!C%>$1j;Nl zIQy4gaA$xNKDJgmG442?Wea1BjjiDOukGp^#n$l$57$;$waoM0{u2Us!@%j?RMI

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