From c963bf07358f9bd10eaa9ab7f65b8c83b9d7e8e9 Mon Sep 17 00:00:00 2001 From: Kristian Nylund Date: Wed, 29 Jan 2025 19:38:03 +0200 Subject: [PATCH 1/5] Added Cosmos state store --- text_2_sql/autogen/pyproject.toml | 2 + .../src/autogen_text_2_sql/state_store.py | 43 +++++++++++++++++-- uv.lock | 17 ++++++++ 3 files changed, 59 insertions(+), 3 deletions(-) diff --git a/text_2_sql/autogen/pyproject.toml b/text_2_sql/autogen/pyproject.toml index 950bdca..0d0ae80 100644 --- a/text_2_sql/autogen/pyproject.toml +++ b/text_2_sql/autogen/pyproject.toml @@ -18,6 +18,8 @@ dependencies = [ "sqlparse>=0.4.4", "nltk>=3.8.1", "cachetools>=5.5.1", + "azure-cosmos>=4.9.0", + "azure-identity>=1.19.0", ] [dependency-groups] diff --git a/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py b/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py index 849bc13..d2aba83 100644 --- a/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py +++ b/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py @@ -1,14 +1,15 @@ from abc import ABC, abstractmethod from cachetools import TTLCache - +from azure.cosmos import CosmosClient, exceptions +from azure.identity import DefaultAzureCredential class StateStore(ABC): @abstractmethod - def get_state(self, thread_id): + def get_state(self, thread_id: str) -> dict: pass @abstractmethod - def save_state(self, thread_id, state): + def save_state(self, thread_id: str, state: dict) -> None: pass @@ -21,3 +22,39 @@ def get_state(self, thread_id: str) -> dict: def save_state(self, thread_id: str, state: dict) -> None: self.cache[thread_id] = state + + +class CosmosStateStore(StateStore): + def __init__(self, endpoint, database, container, partition_key = None): + client = CosmosClient( + url=endpoint, + credential=DefaultAzureCredential(), + ) + database_client = client.get_database_client(database) + self._db = database_client.get_container_client(container) + self.partition_key = partition_key + + # Set partition key field name + props = self._db.read() + pk_paths = props["partitionKey"]["paths"] + if (len(pk_paths) != 1): + raise ValueError("Only single partition key is supported") + self.partition_key_name = pk_paths[0].lstrip("/") + if ("/" in self.partition_key_name): + raise ValueError("Only top-level partition key is supported") + + def get_state(self, thread_id: str) -> dict: + try: + item = self._db.read_item(item=thread_id, partition_key=self.partition_key) + return item["state"] + except exceptions.CosmosResourceNotFoundError: + return None + + def save_state(self, thread_id: str, state: dict) -> None: + self._db.upsert_item( + body={ + self.partition_key_name: self.partition_key, + "id": thread_id, + "state": state, + } + ) \ No newline at end of file diff --git a/uv.lock b/uv.lock index a1d59e4..2bf9eda 100644 --- a/uv.lock +++ b/uv.lock @@ -317,6 +317,8 @@ dependencies = [ { name = "autogen-agentchat" }, { name = "autogen-core" }, { name = "autogen-ext", extra = ["azure", "openai"] }, + { name = "azure-cosmos" }, + { name = "azure-identity" }, { name = "cachetools" }, { name = "grpcio" }, { name = "nltk" }, @@ -356,6 +358,8 @@ requires-dist = [ { name = "autogen-agentchat", specifier = "==0.4.2" }, { name = "autogen-core", specifier = "==0.4.2" }, { name = "autogen-ext", extras = ["azure", "openai"], specifier = "==0.4.2" }, + { name = "azure-cosmos", specifier = ">=4.9.0" }, + { name = "azure-identity", specifier = ">=1.19.0" }, { name = "cachetools", specifier = ">=5.5.1" }, { name = "grpcio", specifier = ">=1.68.1" }, { name = "nltk", specifier = ">=3.8.1" }, @@ -445,6 +449,19 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/39/83/325bf5e02504dbd8b4faa98197a44cdf8a325ef259b48326a2b6f17f8383/azure_core-1.32.0-py3-none-any.whl", hash = "sha256:eac191a0efb23bfa83fddf321b27b122b4ec847befa3091fa736a5c32c50d7b4", size = 198855 }, ] +[[package]] +name = "azure-cosmos" +version = "4.9.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "azure-core" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/be/7c/a4e7810f85e7f83d94265ef5ff0fb1efad55a768de737d940151ea2eec45/azure_cosmos-4.9.0.tar.gz", hash = "sha256:c70db4cbf55b0ff261ed7bb8aa325a5dfa565d3c6eaa43d75d26ae5e2ad6d74f", size = 1824155 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/61/dc/380f843744535497acd0b85aacb59565c84fc28bf938c8d6e897a858cd95/azure_cosmos-4.9.0-py3-none-any.whl", hash = "sha256:3b60eaa01a16a857d0faf0cec304bac6fa8620a81bc268ce760339032ef617fe", size = 303157 }, +] + [[package]] name = "azure-functions" version = "1.21.3" From d6722948af0cb1d014f267c13f7d6134f2c2a1e8 Mon Sep 17 00:00:00 2001 From: Kristian Nylund Date: Wed, 29 Jan 2025 19:39:47 +0200 Subject: [PATCH 2/5] - --- text_2_sql/autogen/src/autogen_text_2_sql/__init__.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/text_2_sql/autogen/src/autogen_text_2_sql/__init__.py b/text_2_sql/autogen/src/autogen_text_2_sql/__init__.py index cc23dea..3bd3cd6 100644 --- a/text_2_sql/autogen/src/autogen_text_2_sql/__init__.py +++ b/text_2_sql/autogen/src/autogen_text_2_sql/__init__.py @@ -1,7 +1,7 @@ # Copyright (c) Microsoft Corporation. # Licensed under the MIT License. from autogen_text_2_sql.autogen_text_2_sql import AutoGenText2Sql -from autogen_text_2_sql.state_store import InMemoryStateStore +from autogen_text_2_sql.state_store import InMemoryStateStore, CosmosStateStore from text_2_sql_core.payloads.interaction_payloads import ( UserMessagePayload, @@ -19,4 +19,5 @@ "ProcessingUpdatePayload", "InteractionPayload", "InMemoryStateStore", + "CosmosStateStore", ] From 05f865db5d99eb6be3699c4b954cb70a003fc7b3 Mon Sep 17 00:00:00 2001 From: Kristian Nylund Date: Wed, 29 Jan 2025 19:54:46 +0200 Subject: [PATCH 3/5] credential as param --- text_2_sql/autogen/pyproject.toml | 1 - text_2_sql/autogen/src/autogen_text_2_sql/state_store.py | 6 +++--- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/text_2_sql/autogen/pyproject.toml b/text_2_sql/autogen/pyproject.toml index 0d0ae80..e503dd7 100644 --- a/text_2_sql/autogen/pyproject.toml +++ b/text_2_sql/autogen/pyproject.toml @@ -19,7 +19,6 @@ dependencies = [ "nltk>=3.8.1", "cachetools>=5.5.1", "azure-cosmos>=4.9.0", - "azure-identity>=1.19.0", ] [dependency-groups] diff --git a/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py b/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py index d2aba83..27efa0c 100644 --- a/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py +++ b/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py @@ -1,7 +1,7 @@ from abc import ABC, abstractmethod from cachetools import TTLCache from azure.cosmos import CosmosClient, exceptions -from azure.identity import DefaultAzureCredential + class StateStore(ABC): @abstractmethod @@ -25,10 +25,10 @@ def save_state(self, thread_id: str, state: dict) -> None: class CosmosStateStore(StateStore): - def __init__(self, endpoint, database, container, partition_key = None): + def __init__(self, endpoint, database, container, credential, partition_key = None): client = CosmosClient( url=endpoint, - credential=DefaultAzureCredential(), + credential=credential ) database_client = client.get_database_client(database) self._db = database_client.get_container_client(container) From a57e972a1b41265cabdb967eb2e628f782480361 Mon Sep 17 00:00:00 2001 From: Kristian Nylund Date: Wed, 29 Jan 2025 20:07:01 +0200 Subject: [PATCH 4/5] - --- text_2_sql/autogen/src/autogen_text_2_sql/state_store.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py b/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py index 27efa0c..ff4bdcf 100644 --- a/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py +++ b/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py @@ -25,7 +25,7 @@ def save_state(self, thread_id: str, state: dict) -> None: class CosmosStateStore(StateStore): - def __init__(self, endpoint, database, container, credential, partition_key = None): + def __init__(self, endpoint, database, container, credential, partition_key=None): client = CosmosClient( url=endpoint, credential=credential @@ -37,10 +37,10 @@ def __init__(self, endpoint, database, container, credential, partition_key = No # Set partition key field name props = self._db.read() pk_paths = props["partitionKey"]["paths"] - if (len(pk_paths) != 1): + if len(pk_paths) != 1: raise ValueError("Only single partition key is supported") self.partition_key_name = pk_paths[0].lstrip("/") - if ("/" in self.partition_key_name): + if "/" in self.partition_key_name: raise ValueError("Only top-level partition key is supported") def get_state(self, thread_id: str) -> dict: From 3eb733ddef8746558ed490bba197235cc0f529e6 Mon Sep 17 00:00:00 2001 From: Ben Constable Date: Wed, 29 Jan 2025 18:22:34 +0000 Subject: [PATCH 5/5] Run formatter --- .../src/image_processing/requirements.txt | 12 +- .../src/autogen_text_2_sql/state_store.py | 7 +- .../payloads/interaction_payloads.py | 2 +- uv.lock | 364 +++++++++--------- 4 files changed, 191 insertions(+), 194 deletions(-) diff --git a/image_processing/src/image_processing/requirements.txt b/image_processing/src/image_processing/requirements.txt index 6c2688c..4d84a0f 100644 --- a/image_processing/src/image_processing/requirements.txt +++ b/image_processing/src/image_processing/requirements.txt @@ -5,7 +5,7 @@ aiohttp==3.11.11 aiosignal==1.3.2 annotated-types==0.7.0 anyio==4.8.0 -attrs==24.3.0 +attrs==25.1.0 azure-ai-documentintelligence==1.0.0 azure-ai-textanalytics==5.3.0 azure-ai-vision-imageanalysis==1.0.0 @@ -15,7 +15,7 @@ azure-functions==1.21.3 azure-identity==1.19.0 azure-search==1.0.0b2 azure-search-documents==11.6.0b8 -azure-storage-blob==12.24.0 +azure-storage-blob==12.24.1 beautifulsoup4==4.12.3 blis==0.7.11 bs4==0.0.2 @@ -38,7 +38,7 @@ fsspec==2024.12.0 h11==0.14.0 httpcore==1.0.7 httpx==0.28.1 -huggingface-hub==0.27.1 +huggingface-hub==0.28.0 idna==3.10 isodate==0.7.2 jinja2==3.1.5 @@ -50,7 +50,7 @@ marisa-trie==1.2.1 markdown-it-py==3.0.0 markupsafe==3.0.2 mdurl==0.1.2 -model2vec==0.3.7 +model2vec==0.3.8 msal==1.31.1 msal-extensions==1.2.0 msrest==0.7.1 @@ -58,7 +58,7 @@ multidict==6.1.0 murmurhash==1.0.12 numpy==1.26.4 oauthlib==3.2.2 -openai==1.60.0 +openai==1.60.2 openpyxl==3.1.5 packaging==24.2 pandas==2.2.3 @@ -67,7 +67,7 @@ portalocker==2.10.1 preshed==3.0.9 propcache==0.2.1 pycparser==2.22 ; platform_python_implementation != 'PyPy' -pydantic==2.10.5 +pydantic==2.10.6 pydantic-core==2.27.2 pygments==2.19.1 pyjwt==2.10.1 diff --git a/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py b/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py index ff4bdcf..dc43abf 100644 --- a/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py +++ b/text_2_sql/autogen/src/autogen_text_2_sql/state_store.py @@ -26,10 +26,7 @@ def save_state(self, thread_id: str, state: dict) -> None: class CosmosStateStore(StateStore): def __init__(self, endpoint, database, container, credential, partition_key=None): - client = CosmosClient( - url=endpoint, - credential=credential - ) + client = CosmosClient(url=endpoint, credential=credential) database_client = client.get_database_client(database) self._db = database_client.get_container_client(container) self.partition_key = partition_key @@ -57,4 +54,4 @@ def save_state(self, thread_id: str, state: dict) -> None: "id": thread_id, "state": state, } - ) \ No newline at end of file + ) diff --git a/text_2_sql/text_2_sql_core/src/text_2_sql_core/payloads/interaction_payloads.py b/text_2_sql/text_2_sql_core/src/text_2_sql_core/payloads/interaction_payloads.py index b9fc495..77c1e21 100644 --- 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