From a5f846e4906d658458ef169a829d0d82ee43ecb7 Mon Sep 17 00:00:00 2001 From: whylabs Date: Tue, 12 Dec 2023 18:50:53 +0000 Subject: [PATCH] Update from https://github.com/whylabs-ai/whylogs-container-python/commit/5ad0a200356c0796a4952ccfb692724dd4c1b594 --- .doctrees/environment.pickle | Bin 1306033 -> 1319053 bytes ...hylogs_container.whylabs.container.doctree | Bin 363030 -> 367629 bytes ...s_container.whylabs.llm_validation.doctree | Bin 366773 -> 359861 bytes .../whylogs_container.whylabs.logger.doctree | Bin 73630 -> 83371 bytes ...s_container.whylabs.llm_validation.rst.txt | 8 - genindex.html | 111 ++++----- objects.inv | Bin 2773 -> 2773 bytes openapi.json | 2 +- py-modindex.html | 6 - searchindex.js | 2 +- whylogs-container-python.html | 49 +++- whylogs_container.html | 1 - whylogs_container.whylabs.container.html | 49 +++- whylogs_container.whylabs.html | 56 ++--- whylogs_container.whylabs.llm_validation.html | 215 +++++++++--------- whylogs_container.whylabs.logger.html | 42 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  • (whylogs_container.whylabs.container.requests.PubSubMessage attribute)
    • -
  • dataset_id (whylogs_container.whylabs.logger.openai_messages.OpenAIMessage attribute) +
  • dataset_id (whylogs_container.whylabs.llm_validation.validator.ValidationRequest attribute) + +
  • dataset_profiles (whylogs_container.whylabs.container.responses.LoggerStatusResponse attribute)
  • dataset_timestamps (whylogs_container.whylabs.container.responses.LoggerStatusResponse attribute) @@ -386,6 +390,8 @@

    F

    • Failure (class in whylogs_container.whylabs.llm_validation.signals) +
      • +
    • failures (whylogs_container.whylabs.llm_validation.metadata.ValidationReport attribute)
    • fix_torch_threading() (in module whylogs_container.whylabs.container.startup)
      • @@ -428,10 +434,6 @@

      G

      H

      -
      • health() (in module whylogs_container.whylabs.container.routes)
        • @@ -448,9 +450,9 @@

        I

      • include_upper (whylogs_container.whylabs.llm_validation.config.ModuleDefinition attribute) @@ -541,8 +543,6 @@

        L

        M

        + - - +
      • model_fields (whylogs_container.whylabs.container.requests.LogEmbeddingRequest attribute) @@ -613,8 +615,12 @@

        M

      • (whylogs_container.whylabs.llm_validation.config.ModuleDefinition attribute)
      • (whylogs_container.whylabs.llm_validation.config.YamlConfig attribute) +
        • +
      • (whylogs_container.whylabs.llm_validation.validator.ValidationRequest attribute)
        • +         		-
      • process_close_message() (whylogs_container.whylabs.llm_validation.validator.ValidationActor method)
        • -
      • process_openai_message() (whylogs_container.whylabs.logger.logger.ContainerProcessRollingLogger method) +
      • process_llm_log_message() (whylogs_container.whylabs.logger.logger.ContainerProcessRollingLogger method)
        • -
      • process_prompt_validation_message() (whylogs_container.whylabs.llm_validation.validator.ValidationActor method) +
      • process_validation_message() (whylogs_container.whylabs.llm_validation.validator.ValidationActor method)
          • -
        • process_response_validation_message() (whylogs_container.whylabs.llm_validation.validator.ValidationActor method) -
        • ProcessLoggerStatusResponse (class in whylogs_container.whylabs.container.responses)
        • profiling (whylogs_container.whylabs.llm_validation.config.YamlConfig attribute) @@ -779,15 +771,19 @@

          P

        • ProfilingRule (class in whylogs_container.whylabs.llm_validation.metadata)
        • prompt (whylogs_container.whylabs.container.requests.OpenAIRequest attribute) + +
        • prompt_id (whylogs_container.whylabs.llm_validation.metadata.ValidationMetadata attribute)
          • -
        • PromptValidationMessage (class in whylogs_container.whylabs.llm_validation.validator) -
        • publish_profiles() (in module whylogs_container.whylabs.container.routes)
        • publishTime (whylogs_container.whylabs.container.requests.PubSubMessage attribute) @@ -804,24 +800,30 @@

          P

          R

          - + - - - -
            -
          • ValidationMetadata (class in whylogs_container.whylabs.llm_validation.metadata) +
          • ValidationReport (class in whylogs_container.whylabs.llm_validation.metadata) +
            • +
          • ValidationRequest (class in whylogs_container.whylabs.llm_validation.validator)
          • ValidationRule (class in whylogs_container.whylabs.llm_validation.metadata)
            • @@ -1196,13 +1210,6 @@

            W

            -
          • - whylogs_container.whylabs.llm_validation.validation_workflow - -
          • diff --git a/objects.inv b/objects.inv index f6874fa7d89274fe13f0b9c44165959fbf0c47a7..f1f8a296d38c2ea7e7df74f0baad3d32766510d9 100644 GIT binary patch delta 2645 zcmV-b3aa(h71b4xihrXx7RUGX6rMA)4QG1WJCZnEKJ6qP+o_uBjgAbmtuBlhNyPE2 z<~8Q^=1E3EV1r|0NX)%#@&SVXkIU87x7eLY|+i1rb&1q}9)ewN~+H z!pTpzBl`zrdNwV>E;P+wOTGdzqLcFOiUYG?%{EkZYSJ^Bo;qlo3?=y@)eKVql}0?I zHv1A_lod14i)yOOlfMBLe+r>%W~x$Y!A+gu&6XlO)`DmuqMsm7?fxRL@uVVp$YpnX zh%N(5t@yco)@dZaOq7O8XpEQp2aNZzmo2S)94VX0~(t4DeDE3FztKFN!}Ld6OxcC8uNc=b+}$|bi))_e<5Ge^zNRY=KknuI3*K*Hv9fOy~lcd?|%5;zl`VP`_~_1|8_?1 z{kcCI&dHsBKYY3y_J-?u`WqSb$4oDi@w0#5J1gZ_qo?_B`pqBXagApF?RZFf#7eknf}U*XNhH<$D4=KORhkM)BzXlT3&Ie|QXkhyZu29KGMeij5g@ocbQH!7zUZ+IJ;dz+N-+jp z93iYeCoJ|ypx$1QL~^-P4A5RzWk{shBpORy3P_i)YHPMhn4~(DfC!UxF-sSZOewko zs!&uUz5Qbm%Pr9C?*-_E{! z6JnYlMR*y7bkW=+Ny#w~O|j?Mw?xp1fMaC?7OEM(|$QG$xgR&HWqSZl7a8dH7 zaxE<&Wnj6)v?tRAxFGyn&3kPsWd(q&TBkY`e_Nf$PpSia_u*~JiDOXkycK>~TM z#abKnXPIhCiMzXGy4rCmL{3!ByM8=^%bjYQX9HW^`aKOb97;= z^^(^W^&YcJ@7dD2Q2ywbn+>NRuAyEmWlgB75;d#qbwc|{V9LZ+?yxH}+ld$RQ6l@#miim@Y%2(n0d z6q1O>tDmN=k)Ic`ado_74r3giK~T8^e`iXlRE+G*3o{MC3M=~dT*gC+v9*#+V3b&(hIcAWs6yAFc_xAKnq1cUnyig7gAH19eymq z0MrHRA&NJ|q!f^?%?nhmXL5B7^np3t*F%~Vv1OVzT_)3!c>7(1t_SjMe+;xOe|1(L zwoP>&1H2`12?e40T7!hpvN%rz-NHCeg4WVFkA&LdIDv&#P`@Y0wu50I0q^;&W8%uC z>w|^s^kEO6sgM;eVgM}svQ zca8^dH0~TxAIc;L0zKYz4#ZaSe~8{CePF>G`^qbrS=VXfZTYX&^HLQrO~ADsbnYZv z@6!pGQWtU>F5!s|U+#c>DNfaUa77(ZIa8=knMxxKEILaAJHHrM^$-JwMYkS%3s};< zV-+I;z@Ame9!4a1oTPvQBBic&`vnw*^Za{xZyC`Q$s3K;DQ2Md5E91_e?oe*T^y{X zh()Ttm0CPqj;@8HPby#C0oHm%~)*bImA84S7%Yse;jDe-n89Q1m8C2 zNbpRvW*eq@V3?B}cxDlAJm7lQ1H+slK{E}$NqTDvyfO)?ILdZwYFhiw61S;!y9)qC z4xhGj`%pbl+X=X9=;0;l&ubR#s?yUp@a@kcL`Ftg{b{);v5^dk9d}ZZqb65mbT52Qp>+O(QTxt)%@5n z!*vntoWfMuj~BO^Cvjbfk93t^m!SI~+DO0aP`au3|M#E& zs)4yOwVm2of9J?wzL-~fLOj{s6erx>-4NC4TqlUrP78AT-HHt9pu2 zX`0QI3*9ky&CH#jn0NL5-IgiezmwCvgMbv=PXO{=Gr-Jy9AsGn7MC9$fBT%%%Si^Xfu$ D9f}M* delta 2645 zcmV-b3aa(h71b4xiht_5702i2Dd=ja@#>x4nUj!vStSVta!${kXbD?@8e_SVoP>`0 z8hyP!NhQk$8!*@j-rJM&VTAubZ*OgB>x=jGHWDjE0ugJXnyjf>vyL9aX$cuJ zNkYMtk=szMox6WY&R(Glb-_+~sRpJhN;a*KN98}G;n7sD!Gt_NR|_Jl)Jdz?h_zPn zXu`=W+mhV_GB>>zVHcX_UrW9MF`|?5?urYuV9hpEb!yTYO;7E$O@)$tk!l91|3)Jo zQd@lqFv^OV=tVVE=99hw7JnL{YgVdKYr##Q;KQ~eJl29}A);51r*{7$u<@iKy02w- zJBTg=%USWdde&(qzf6>dOK6Oj`v;8ov6D58X%g{(E+S?=i_%RD5^L*djO8T{P!Wt1 zbS}^0H!elIF=Y&{6^F!pYl z81uZF+y>GWk8nb^q-nH|)Bz1me#&~mBusu!ImvT@J|PLYqA~w>)`#l_SN<&vMtImO zq%?^H4SVHS2WTcNF=;yGxNI&mk)FkeCFK!Ono6A}7mdrdDV4DnG?K!Z zFv8R@e)~@46WuTc)_=&CG`+j$r@23R8cxZ?pUr+ePw%lF-@6|^_%Gu*`SJVDv41-w z_x{|U4d>*}zaKu`4SU1&JpGM~`eUY-$@tm7@12!$tkKhaIQ{OA@wi4a|8_hiJ#zF1 ze>5huxj&u1OvsPX{P*XVx#fEp{f5Rg9zX6)ghuh`|AS12e}8`&&gSISpWppXW}`ob z{lIy7crea$`*S{=p#eQlhEM*8_>&R&+wdngh6#lJ)94R>K6-vaV=3Ydluac2SIU%D zAVUI$m^T)y;by_YkjJa3yVz-W;heCSXPToB%-AO}SaCt&a+r6@BB&m91Ck|YQHX34 z%}w3Zbd!K$Jb#+hkS7rXs~Ux%2Q?~tQry-@9Az}uKOjJGdFUvN8+_4Y9eRk{0hD44 zxHv*seNI^Hk3hY>B8lX3rx>8UuF8-|u}L(Rx)hKuU)9!ZlQ2njDghBD>0*{H9+^^f z1=OLaNP4@+R7ejE+^?u=Z`|LI&D;S1O4vEY03CL!41Y6fq$Y(^8_HP)~OD~JCql>P~NpzzFZe1 zkmp+7l7A2_WUwZBEg7}m3iO!Su0~=?uK+c(zoEp^#N^G4ByM5<^%bjoQX9HW^-C>$ z=irO2_Dfz@)O*ande4^Dh4M$goHm?-xQ2SMl{KNROVq5d*BK3ugD4FdNt2|_3j5A@ zB7gDDWENf2T0~(Fh}=%bK7f2GkLnnwZ4T8XPTFSrxigTgCSiK;Pr8ZPYze)-uE$Xy z8@Z+&fne2<5=bH<9&CGnK;D>Ct!C=FK*`dNyd#N5A=6f4+#L|OGg*4^N{an;#oQ4_ z1X-j!3Q0uc)vL)h^3R2A+#T=r z#}W)cU+_Fc@rIa`0y5jYK-GFBSJyzFSi^liq)8E5rfJh{G98JxKSk(zAm4Y_K!0_DKW zSn5D*zlP{-(gzm2>7Kk#m5mlQK7Wb+T7wN$@zR=8J0|5mgd1=<0aF?^O~WNT(f-FO zAYY18^&U+BE#C+W(9RU9Q>M~L1B=emz%Ho;R^7*dVKI`$J_43>?^wkkIIw3Gvim`J z9w#Z_96)Jw+5YHCkytj<#isX4xbyXF(J>G?UU7BtSo=FM($0i=!N__xyDnuw%ZLadOXv zpDwwKme(dyo_hm_D>n1sJ5((RmP^$G^}wm>;bdv6Avo4-8wYDCVv(xvqpf${X1c!RJ()KkU#aKD0ec1>ZJxBzUG-Gt;l@fniQ^;F(2y z@PO-W4-8X7f@T_gll0aUcx@6=bCjJ@)wK7W6>ih(c3%J#+5e=UJAdne+8k@!(8Ej8 zU)L=1s?yUp@a?Z65O;U08f8P`g7w-ost|+MW7+I7zX*IzWMyk{%-S$ z-vn-!;(t-sF3Bp^6Lu?jSlPN!t2&SBIHnz_<-dl|Zo2V{PgvFTKDCeHx(IgRU#jen z>b9C{xh}+Kb_QIRptQ0CQ$IWZ84;rO%Vgo1KxyV))8XLTLB9I9Jlo7r=p=zNG7w+d`~|cW3aR5`5~ni8|o;(vHUioE3|C z9I}sr(&4YBgfa2WFN5N0R&Fq||NOQu7K*?YDwX)bqCl8NLW@HBW+#1O6+U|OZ>9TP5SnD9RXxS1 zG-*xci|(5H&dhy2G4Ja5-Ighj-^pp-K|+JqlXvs%lI8Qav?Xfp>%Luo^V~zu-@kC9 z8j0c_7gfB5COUmWW|M*q7!FR-Yy@&*{AJMmtj^0wE)uzEhO)29gUiD|x%B@5>6F0D D*`FXR diff --git a/openapi.json b/openapi.json index b53ec3b..b4096b8 100644 --- a/openapi.json +++ b/openapi.json @@ -1 +1 @@ -{"openapi":"3.1.0","info":{"title":"FastAPI","version":"0.1.0"},"paths":{"/log":{"post":{"summary":"Log","description":"Profile tabular data. The Swagger UI isn't able to call this currently.\n\n## Sample curl request:\n\n```bash\ncurl -X 'POST' -H \"X-API-Key: \" -H \"Content-Type: application/json\" 'http://localhost:8000/log' --data-raw '{\n \"datasetId\": \"model-62\",\n \"multiple\": {\n \"columns\": [ \"age\", \"workclass\", \"fnlwgt\", \"education\" ],\n \"data\": [\n [ 25, \"Private\", 226802, \"11th\" ]\n ]\n }\n}'\n```\n\n## Sample Python request:\n```python\nimport requests\n\n# Define your API key\napi_key = \"\"\n\n# API endpoint\nurl = 'http://localhost:8000/log'\n\n# Sample data\ndata = {\n \"datasetId\": \"model-62\",\n \"multiple\": {\n \"columns\": [\"age\", \"workclass\", \"fnlwgt\", \"education\"],\n \"data\": [\n [25, \"Private\", 226802, \"11th\"]\n ]\n }\n}\n\n# Make the POST request\nheaders = {\"X-API-Key\": api_key}\nresponse = requests.post(url, json=data, headers=headers)\n```","operationId":"log_log_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/log/json":{"post":{"summary":"Log Json","description":"Use this endpoint for manually testing and experimenting. It shouldn't be used in production\nbecause it has a steep performance penalty compared to the normal /log endpoint.","operationId":"log_json_log_json_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/LogRequest"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/log-embeddings":{"post":{"summary":"Log Embeddings","description":"This endpoint requires a custom configuration to set up before hand. See https://docs.whylabs.ai/docs/integrations-whylogs-container/\nfor setting up embeddings support.\n\nLog embeddings data. The Swagger UI isn't able to call this currently.\n\n## Sample curl request:\n\n```bash\ncurl -X 'POST' -H \"X-API-Key: \" -H \"Content-Type: application/json\" 'http://localhost:8000/log-embeddings' --data-raw '{\n \"datasetId\": \"model-62\",\n \"timestamp\": 1634235000,\n \"embeddings\": {\n \"embeddings\": [[0.12, 0.45, 0.33, 0.92]]\n }\n}'\n```\n\n## Sample Python request:\n```python\nimport requests\n\n# Define your API key\napi_key = \"\"\n\n# API endpoint\nurl = 'http://localhost:8000/log-embeddings'\n\n# Sample data\ndata = {\n \"datasetId\": \"model-62\",\n \"timestamp\": 1634235000, # an example timestamp\n \"embeddings\": {\n \"embeddings\": [[0.12, 0.45, 0.33, 0.92]]\n }\n}\n\n# Make the POST request\nheaders = {\"X-API-Key\": api_key, \"Content-Type\": \"application/json\"}\nresponse = requests.post(url, json=data, headers=headers)\n```","operationId":"log_embeddings_log_embeddings_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/log-embeddings/json":{"post":{"summary":"Log Embeddings Json","description":"Use this endpoint for manually testing and experimenting. It shouldn't be used in production\nbecause it has a steep performance penalty compared to the normal /log-embeddings endpoint.","operationId":"log_embeddings_json_log_embeddings_json_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/LogEmbeddingRequest"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/log-pubsub":{"post":{"summary":"Log Pubsub","operationId":"log_pubsub_log_pubsub_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/log-pubsub-embeddings":{"post":{"summary":"Log Pubsub Embeddings","operationId":"log_pubsub_embeddings_log_pubsub_embeddings_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/v1/chat/completions":{"post":{"summary":"Openai Proxy","operationId":"openai_proxy_v1_chat_completions_post","parameters":[{"name":"whylabs_dataset_id","in":"header","required":true,"schema":{"type":"string","title":"Whylabs Dataset Id"}},{"name":"prompt_id","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt Id"}},{"name":"model","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/publish":{"post":{"summary":"Publish Profiles","operationId":"publish_profiles_publish_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/health":{"get":{"summary":"Health","operationId":"health_health_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/status":{"get":{"summary":"Status","operationId":"status_status_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ProcessLoggerStatusResponse"}}}}}}},"/logDebugInfo":{"post":{"summary":"Log Debug Info","operationId":"log_debug_info_logDebugInfo_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}}},"components":{"schemas":{"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"LogEmbeddingRequest":{"properties":{"dataset_id":{"type":"string","title":"Dataset Id"},"timestamp":{"type":"integer","title":"Timestamp"},"embeddings":{"additionalProperties":{"anyOf":[{"items":{"items":{"type":"number"},"type":"array"},"type":"array"},{"items":{"items":{"type":"integer"},"type":"array"},"type":"array"},{"items":{"items":{"type":"string"},"type":"array"},"type":"array"}]},"type":"object","title":"Embeddings"}},"type":"object","required":["timestamp","embeddings"],"title":"LogEmbeddingRequest"},"LogMultiple":{"properties":{"columns":{"items":{"type":"string"},"type":"array","title":"Columns"},"data":{"items":{"items":{"anyOf":[{"type":"string"},{"type":"integer"},{"type":"number"},{"type":"boolean"},{"items":{"type":"number"},"type":"array"},{"items":{"type":"integer"},"type":"array"},{"items":{"type":"string"},"type":"array"}]},"type":"array"},"type":"array","title":"Data"}},"type":"object","required":["columns","data"],"title":"LogMultiple"},"LogRequest":{"properties":{"dataset_id":{"type":"string","title":"Dataset Id"},"timestamp":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Timestamp"},"multiple":{"$ref":"#/components/schemas/LogMultiple"}},"type":"object","required":["timestamp","multiple"],"title":"LogRequest"},"LoggerStatusResponse":{"properties":{"dataset_timestamps":{"type":"integer","title":"Dataset Timestamps"},"dataset_profiles":{"type":"integer","title":"Dataset Profiles"},"segment_caches":{"type":"integer","title":"Segment Caches"},"writers":{"type":"integer","title":"Writers"},"pending_writables":{"type":"integer","title":"Pending Writables"},"pending_views":{"items":{"type":"string"},"type":"array","title":"Pending Views"},"views":{"items":{"type":"string"},"type":"array","title":"Views"}},"type":"object","required":["dataset_timestamps","dataset_profiles","segment_caches","writers","pending_writables","pending_views","views"],"title":"LoggerStatusResponse"},"ProcessLoggerStatusResponse":{"properties":{"statuses":{"additionalProperties":{"$ref":"#/components/schemas/LoggerStatusResponse"},"type":"object","title":"Statuses","default":{}}},"type":"object","title":"ProcessLoggerStatusResponse"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"}}}} \ No newline at end of file +{"openapi":"3.1.0","info":{"title":"FastAPI","version":"0.1.0"},"paths":{"/log":{"post":{"summary":"Log","description":"Profile tabular data. The Swagger UI isn't able to call this currently.\n\n## Sample curl request:\n\n```bash\ncurl -X 'POST' -H \"X-API-Key: \" -H \"Content-Type: application/json\" 'http://localhost:8000/log' --data-raw '{\n \"datasetId\": \"model-62\",\n \"multiple\": {\n \"columns\": [ \"age\", \"workclass\", \"fnlwgt\", \"education\" ],\n \"data\": [\n [ 25, \"Private\", 226802, \"11th\" ]\n ]\n }\n}'\n```\n\n## Sample Python request:\n```python\nimport requests\n\n# Define your API key\napi_key = \"\"\n\n# API endpoint\nurl = 'http://localhost:8000/log'\n\n# Sample data\ndata = {\n \"datasetId\": \"model-62\",\n \"multiple\": {\n \"columns\": [\"age\", \"workclass\", \"fnlwgt\", \"education\"],\n \"data\": [\n [25, \"Private\", 226802, \"11th\"]\n ]\n }\n}\n\n# Make the POST request\nheaders = {\"X-API-Key\": api_key}\nresponse = requests.post(url, json=data, headers=headers)\n```","operationId":"log_log_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/log/json":{"post":{"summary":"Log Json","description":"Use this endpoint for manually testing and experimenting. It shouldn't be used in production\nbecause it has a steep performance penalty compared to the normal /log endpoint.","operationId":"log_json_log_json_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/LogRequest"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/log-embeddings":{"post":{"summary":"Log Embeddings","description":"This endpoint requires a custom configuration to set up before hand. See https://docs.whylabs.ai/docs/integrations-whylogs-container/\nfor setting up embeddings support.\n\nLog embeddings data. The Swagger UI isn't able to call this currently.\n\n## Sample curl request:\n\n```bash\ncurl -X 'POST' -H \"X-API-Key: \" -H \"Content-Type: application/octet-stream\" 'http://localhost:8000/log-embeddings' --data-raw '{\n \"datasetId\": \"model-62\",\n \"timestamp\": 1634235000,\n \"embeddings\": {\n \"embeddings\": [[0.12, 0.45, 0.33, 0.92]]\n }\n}'\n```\n\n## Sample Python request:\n```python\nimport requests\n\n# Define your API key\napi_key = \"\"\n\n# API endpoint\nurl = 'http://localhost:8000/log-embeddings'\n\n# Sample data\ndata = {\n \"datasetId\": \"model-62\",\n \"timestamp\": 1634235000, # an example timestamp\n \"embeddings\": {\n \"embeddings\": [[0.12, 0.45, 0.33, 0.92]]\n }\n}\n\n# Make the POST request\nheaders = {\"X-API-Key\": api_key, \"Content-Type\": \"application/octet-stream\"}\nresponse = requests.post(url, json=data, headers=headers)\n```","operationId":"log_embeddings_log_embeddings_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/log-embeddings/json":{"post":{"summary":"Log Embeddings Json","description":"Use this endpoint for manually testing and experimenting. It shouldn't be used in production\nbecause it has a steep performance penalty compared to the normal /log-embeddings endpoint.","operationId":"log_embeddings_json_log_embeddings_json_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/LogEmbeddingRequest"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/log-pubsub":{"post":{"summary":"Log Pubsub","operationId":"log_pubsub_log_pubsub_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/log-pubsub-embeddings":{"post":{"summary":"Log Pubsub Embeddings","operationId":"log_pubsub_embeddings_log_pubsub_embeddings_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/validate/llm":{"post":{"summary":"Validate Llm","description":"This endpoint can be used to synchronously get validation results from a single input\nprompt/response. It automatically performs whylogs profiling and sends profiles to\nwhylabs in the background, just like the /log endpoint.\n\n## Sample curl request:\n\n```bash\ncurl -X 'POST' -H \"X-API-Key: \" -H \"Content-Type: application/octet-stream\" 'http://localhost:8000/validate/llm' --data-raw '{\n \"datasetId\": \"model-62\",\n \"prompt\": \"This is a test prompt\",\n \"response\": \"This is a test response\"\n}'\n```\n\n## Sample Python request:\n```python\nimport requests\n\n# Define your API key\napi_key = \"\"\n\n# API endpoint\nurl = 'http://localhost:8000/validate/llm'\n\n# Sample data\ndata = {\n \"datasetId\": \"model-62\",\n \"prompt\": \"This is a test prompt\",\n \"response\": \"This is a test response\"\n}\n\n# Make the POST request\nheaders = {\"X-API-Key\": api_key, \"Content-Type\": \"application/octet-stream\"}\nresponse = requests.post(url, json=data, headers=headers)\n```","operationId":"validate_llm_validate_llm_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ValidationReport"}}}}}}},"/publish":{"post":{"summary":"Publish Profiles","operationId":"publish_profiles_publish_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/health":{"get":{"summary":"Health","operationId":"health_health_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/status":{"get":{"summary":"Status","operationId":"status_status_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ProcessLoggerStatusResponse"}}}}}}},"/logDebugInfo":{"post":{"summary":"Log Debug Info","operationId":"log_debug_info_logDebugInfo_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}}},"components":{"schemas":{"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"LogEmbeddingRequest":{"properties":{"dataset_id":{"type":"string","title":"Dataset Id"},"timestamp":{"type":"integer","title":"Timestamp"},"embeddings":{"additionalProperties":{"anyOf":[{"items":{"items":{"type":"number"},"type":"array"},"type":"array"},{"items":{"items":{"type":"integer"},"type":"array"},"type":"array"},{"items":{"items":{"type":"string"},"type":"array"},"type":"array"}]},"type":"object","title":"Embeddings"}},"type":"object","required":["timestamp","embeddings"],"title":"LogEmbeddingRequest"},"LogMultiple":{"properties":{"columns":{"items":{"type":"string"},"type":"array","title":"Columns"},"data":{"items":{"items":{"anyOf":[{"type":"string"},{"type":"integer"},{"type":"number"},{"type":"boolean"},{"items":{"type":"number"},"type":"array"},{"items":{"type":"integer"},"type":"array"},{"items":{"type":"string"},"type":"array"}]},"type":"array"},"type":"array","title":"Data"}},"type":"object","required":["columns","data"],"title":"LogMultiple"},"LogRequest":{"properties":{"dataset_id":{"type":"string","title":"Dataset Id"},"timestamp":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Timestamp"},"multiple":{"$ref":"#/components/schemas/LogMultiple"}},"type":"object","required":["timestamp","multiple"],"title":"LogRequest"},"LoggerStatusResponse":{"properties":{"dataset_timestamps":{"type":"integer","title":"Dataset Timestamps"},"dataset_profiles":{"type":"integer","title":"Dataset Profiles"},"segment_caches":{"type":"integer","title":"Segment Caches"},"writers":{"type":"integer","title":"Writers"},"pending_writables":{"type":"integer","title":"Pending Writables"},"pending_views":{"items":{"type":"string"},"type":"array","title":"Pending Views"},"views":{"items":{"type":"string"},"type":"array","title":"Views"}},"type":"object","required":["dataset_timestamps","dataset_profiles","segment_caches","writers","pending_writables","pending_views","views"],"title":"LoggerStatusResponse"},"ProcessLoggerStatusResponse":{"properties":{"statuses":{"additionalProperties":{"$ref":"#/components/schemas/LoggerStatusResponse"},"type":"object","title":"Statuses","default":{}}},"type":"object","title":"ProcessLoggerStatusResponse"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"},"ValidationMetadata":{"properties":{"prompt_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt Id"},"validator_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Validator Name"},"failed_metric":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Failed Metric"},"value":{"anyOf":[{"type":"string"},{"type":"integer"},{"type":"number"},{"type":"null"}],"title":"Value"},"timestamp":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Timestamp"},"is_valid":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Is Valid","default":false}},"type":"object","title":"ValidationMetadata"},"ValidationReport":{"properties":{"failures":{"items":{"$ref":"#/components/schemas/ValidationMetadata"},"type":"array","title":"Failures"}},"type":"object","required":["failures"],"title":"ValidationReport"}}}} \ No newline at end of file diff --git a/py-modindex.html b/py-modindex.html index 8aa53d0..7aa57d4 100644 --- a/py-modindex.html +++ b/py-modindex.html @@ -341,12 +341,6 @@

            Python Module Index

            whylogs_container.whylabs.llm_validation.validation_utils
              - whylogs_container.whylabs.llm_validation.validation_workflow -
              diff --git a/searchindex.js b/searchindex.js index 33ab383..e73aab3 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["index", "modules", "whylogs_container", "whylogs_container.util", "whylogs_container.whylabs", "whylogs_container.whylabs.container", "whylogs_container.whylabs.llm_validation", "whylogs_container.whylabs.logger"], "filenames": ["index.rst", "modules.rst", "whylogs_container.rst", "whylogs_container.util.rst", "whylogs_container.whylabs.rst", "whylogs_container.whylabs.container.rst", "whylogs_container.whylabs.llm_validation.rst", "whylogs_container.whylabs.logger.rst"], "titles": ["Welcome to whylogs-container-python\u2019s documentation!", "whylogs_container", "whylogs_container package", "whylogs_container.util package", "whylogs_container.whylabs package", "whylogs_container.whylabs.container package", "whylogs_container.whylabs.llm_validation package", "whylogs_container.whylabs.logger package"], "terms": 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"module-whylogs_container.whylabs.logger.openai_messages"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["index", "modules", "whylogs_container", "whylogs_container.util", "whylogs_container.whylabs", "whylogs_container.whylabs.container", "whylogs_container.whylabs.llm_validation", "whylogs_container.whylabs.logger"], "filenames": ["index.rst", "modules.rst", "whylogs_container.rst", "whylogs_container.util.rst", "whylogs_container.whylabs.rst", "whylogs_container.whylabs.container.rst", "whylogs_container.whylabs.llm_validation.rst", "whylogs_container.whylabs.logger.rst"], "titles": ["Welcome to whylogs-container-python\u2019s documentation!", "whylogs_container", "whylogs_container package", "whylogs_container.util package", "whylogs_container.whylabs package", "whylogs_container.whylabs.container package", "whylogs_container.whylabs.llm_validation package", "whylogs_container.whylabs.logger package"], "terms": {"index": 0, "modul": [0, 1], "search": 0, "page": [0, 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"whylogs_container.whylabs.logger.openai_messages.OpenAIRequestDict.whylabs_dataset_id"]], "whylogs_container.whylabs.logger": [[7, "module-whylogs_container.whylabs.logger"]], "whylogs_container.whylabs.logger.logger": [[7, "module-whylogs_container.whylabs.logger.logger"]], "whylogs_container.whylabs.logger.openai_messages": [[7, "module-whylogs_container.whylabs.logger.openai_messages"]]}}) \ No newline at end of file diff --git a/whylogs-container-python.html b/whylogs-container-python.html index 88049c4..c9fe430 100644 --- a/whylogs-container-python.html +++ b/whylogs-container-python.html @@ -488,7 +488,7 @@ -
          Documentation Powered by ReDoc
          Documentation Powered by ReDoc
          Sample Python request: for setting up embeddings support.

          Log embeddings data. The Swagger UI isn't able to call this currently.

          Sample curl request:

          -
          curl -X 'POST'     -H "X-API-Key: <password>"     -H "Content-Type: application/json"     'http://localhost:8000/log-embeddings'     --data-raw '{
+
          curl -X 'POST'     -H "X-API-Key: <password>"     -H "Content-Type: application/octet-stream"     'http://localhost:8000/log-embeddings'     --data-raw '{
     "datasetId": "model-62",
     "timestamp": 1634235000,
     "embeddings": {
@@ -575,7 +575,7 @@ 
          Sample Python request:
          
 }
 
 # Make the POST request
-headers = {"X-API-Key": api_key, "Content-Type": "application/json"}
+headers = {"X-API-Key": api_key, "Content-Type": "application/octet-stream"}
 response = requests.post(url, json=data, headers=headers)

          Responses

          Response samples

          Content type
          application/json
          null

          Log Embeddings Json

          Use this endpoint for manually testing and experimenting. It shouldn't be used in production @@ -584,15 +584,42 @@

          Sample Python request:

          Request samples

          Content type
          application/json
          {
          • "dataset_id": "string",
          • "timestamp": 0,
          • "embeddings": {
            }
          }

          Response samples

          Content type
          application/json
          null

          Log Pubsub

          Responses

          Response samples

          Content type
          application/json
          null

          Log Pubsub Embeddings

          Responses

          Response samples

          Content type
          application/json
          null

          Openai Proxy

          header Parameters
          whylabs_dataset_id
          required
          string (Whylabs Dataset Id)
          string or null (Prompt Id)
          string or null (Model)

          Responses

          Response samples

          Content type
          application/json
          null

          Publish Profiles

          Responses

          Response samples

          Content type
          application/json
          null

          Health

          Responses

          Response samples

          Content type
          application/json
          null

          Status

          Responses

          Response samples

          Content type
          application/json
          {
          • "statuses": { }
          }

          Log Debug Info

          Responses

          Response samples

          Content type
          application/json
          null
          +

          Response samples

          Content type
          application/json
          null

          Validate Llm

          This endpoint can be used to synchronously get validation results from a single input +prompt/response. It automatically performs whylogs profiling and sends profiles to +whylabs in the background, just like the /log endpoint.

          +

          Sample curl request:

          +
          curl -X 'POST'     -H "X-API-Key: <password>"     -H "Content-Type: application/octet-stream"     'http://localhost:8000/validate/llm'     --data-raw '{
+    "datasetId": "model-62",
+    "prompt": "This is a test prompt",
+    "response": "This is a test response"
+}'
          +

          Sample Python request:

          +
          import requests
+
+# Define your API key
+api_key = "<password>"
+
+# API endpoint
+url = 'http://localhost:8000/validate/llm'
+
+# Sample data
+data = {
+    "datasetId": "model-62",
+    "prompt": "This is a test prompt",
+    "response": "This is a test response"
+}
+
+# Make the POST request
+headers = {"X-API-Key": api_key, "Content-Type": "application/octet-stream"}
+response = requests.post(url, json=data, headers=headers)
          +

          Responses

          Response samples

          Content type
          application/json
          {
          • "failures": [
            ]
          }

          Publish Profiles

          Responses

          Response samples

          Content type
          application/json
          null

          Health

          Responses

          Response samples

          Content type
          application/json
          null

          Status

          Responses

          Response samples

          Content type
          application/json
          {
          • "statuses": { }
          }

          Log Debug Info

          Responses

          Response samples

          Content type
          application/json
          null

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