From b85e07a23a650018f99fe9d10878bc328a14a04b Mon Sep 17 00:00:00 2001
From: Ada Bohm <ada@kreatrix.org>
Date: Mon, 29 Jan 2024 12:49:54 +0100
Subject: [PATCH] First try (NOW WORKING!) to migrate to Pydantic v2

---
 interlab/queries/json_schema.py     |  16 +-
 interlab/queries/query_for_json.py  |   4 +-
 poetry.lock                         | 665 ++++++++++++++++------------
 pyproject.toml                      |   2 +-
 tests/queries/test_json_parsing.py  |   2 +-
 tests/queries/test_json_querying.py |   2 +-
 6 files changed, 395 insertions(+), 296 deletions(-)

diff --git a/interlab/queries/json_schema.py b/interlab/queries/json_schema.py
index 29e2aaa..0c469c1 100644
--- a/interlab/queries/json_schema.py
+++ b/interlab/queries/json_schema.py
@@ -1,22 +1,24 @@
 import dataclasses
 import json
-from typing import Any
+from typing import Any, Type
 
 import jsonref
 import pydantic
 
 
-def get_pydantic_model(T: type) -> type:
+def get_pydantic_model(T: type) -> pydantic.TypeAdapter | pydantic.BaseModel:
     """
     Convert the type to pydantic BaseModel.
     """
     if not issubclass(T, pydantic.BaseModel):
-        if not dataclasses.is_dataclass(T):
+        if not pydantic.v1.dataclasses.is_builtin_dataclass(
+            T
+        ) and not pydantic.dataclasses.is_pydantic_dataclass(T):
             raise TypeError(
                 "Only pydantic Model, or pydantic or standard dataclasses are accepted"
             )
-        T = pydantic.dataclasses.create_pydantic_model_from_dataclass(T)
-    assert issubclass(T, pydantic.BaseModel)  # In lieu of a test
+        # T = pydantic.v1.dataclasses.create_pydantic_model_from_dataclass(T)
+        return pydantic.TypeAdapter(T)
     return T
 
 
@@ -53,9 +55,9 @@ def _rec(a, seen_ids):
     return d2
 
 
-def get_json_schema(T: type, strip_root=True) -> Any:
+def get_json_schema(pydantic_type: pydantic.TypeAdapter, strip_root=True) -> Any:
     # pydantic schema
-    schema = get_pydantic_model(T).schema()
+    schema = pydantic_type.json_schema()
     if strip_root:
         # remove root title and description (usually misleading to LLMs in dataclasses)
         schema.pop("title", None)
diff --git a/interlab/queries/query_for_json.py b/interlab/queries/query_for_json.py
index 7da129e..b146dce 100644
--- a/interlab/queries/query_for_json.py
+++ b/interlab/queries/query_for_json.py
@@ -150,9 +150,9 @@ def query_for_json(
                 d = find_and_parse_json_block(res)
                 # TODO: Is the following conversion/validation working for nested fields as well?
                 # Convert to pydantic type for permissive conversion and validation
-                d = pdT(**d)
                 # Convert back to match expected type (nested types are ok)
-                d = T(**d.dict())
+                d = T(**d)
+                pdT.validate_python(d)
                 assert isinstance(d, T)
                 c.set_result(d)
                 return d
diff --git a/poetry.lock b/poetry.lock
index dcd9ce8..eb5ef81 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "addict"
@@ -13,87 +13,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.9.1"
+version = "3.9.2"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -121,6 +121,17 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
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+]
+
 [[package]]
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 version = "0.10.0"
@@ -1337,13 +1348,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.20.2"
+version = "0.20.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
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 python-versions = ">=3.8.0"
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 ]
 
 [package.dependencies]
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 [[package]]
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 python-versions = ">=3.8"
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 ]
 
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+version = "0.1.4"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2067,9 +2078,9 @@ aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.7"
 jsonpatch = ">=1.33,<2.0"
-langchain-community = ">=0.0.13,<0.1"
-langchain-core = ">=0.1.9,<0.2"
-langsmith = ">=0.0.77,<0.1.0"
+langchain-community = ">=0.0.14,<0.1"
+langchain-core = ">=0.1.16,<0.2"
+langsmith = ">=0.0.83,<0.1"
 numpy = ">=1,<2"
 pydantic = ">=1,<3"
 PyYAML = ">=5.3"
@@ -2093,20 +2104,20 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.0.13"
+version = "0.0.16"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain_community-0.0.13-py3-none-any.whl", hash = "sha256:655196e446e7f37f4882221b6f3f791d6add28ea596d521ccf6f4507386b9a13"},
-    {file = "langchain_community-0.0.13.tar.gz", hash = "sha256:cf66c6ff7fcbeb582f5e88ee00decea7fdeca5ccddda725046f28efc697c41a7"},
+    {file = "langchain_community-0.0.16-py3-none-any.whl", hash = "sha256:0f1dfc1a6205ce8d39931d3515974a208a9f69c16157c649f83490a7cc830b73"},
+    {file = "langchain_community-0.0.16.tar.gz", hash = "sha256:c06512a93013a06fba7679cd5a1254ff8b927cddd2d1fbe0cc444bf7bbdf0b8c"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain-core = ">=0.1.9,<0.2"
-langsmith = ">=0.0.63,<0.1.0"
+langchain-core = ">=0.1.16,<0.2"
+langsmith = ">=0.0.83,<0.1"
 numpy = ">=1,<2"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
@@ -2115,23 +2126,23 @@ tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
 cli = ["typer (>=0.9.0,<0.10.0)"]
-extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "azure-ai-documentintelligence (>=1.0.0b1,<2.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "cohere (>=4,<5)", "dashvector (>=1.0.1,<2.0.0)", "databricks-vectorsearch (>=0.21,<0.22)", "datasets (>=2.15.0,<3.0.0)", "dgml-utils (>=0.3.0,<0.4.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.9.0,<0.10.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "gradientai (>=1.4.0,<2.0.0)", "hologres-vector (>=0.0.6,<0.0.7)", "html2text (>=2020.1.16,<2021.0.0)", "javelin-sdk (>=0.1.8,<0.2.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml (>=4.9.2,<5.0.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "msal (>=1.25.0,<2.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "openai (<2)", "openapi-pydantic (>=0.3.2,<0.4.0)", "oracle-ads (>=2.9.1,<3.0.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "praw (>=7.7.1,<8.0.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)", "zhipuai (>=1.0.7,<2.0.0)"]
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 [[package]]
 name = "langchain-core"
-version = "0.1.13"
+version = "0.1.16"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain_core-0.1.13-py3-none-any.whl", hash = "sha256:da55690feed05a68ce1919254753232170b866ebaaae615f530b73c6e232444c"},
-    {file = "langchain_core-0.1.13.tar.gz", hash = "sha256:80ad9e558f2226ce620cff93b26f8e60a45facd8900acb6e1a18e9dfa769a7eb"},
+    {file = "langchain_core-0.1.16-py3-none-any.whl", hash = "sha256:c1b2e7363771d64a72cb45032ed5a46facf67de005017fb5e74595cbf433f834"},
+    {file = "langchain_core-0.1.16.tar.gz", hash = "sha256:8cb546eed318009ee1a8a381d108074eddf0395ae61eb243db00d76e1e265e89"},
 ]
 
 [package.dependencies]
 anyio = ">=3,<5"
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.0.83,<0.0.84"
+langsmith = ">=0.0.83,<0.1"
 packaging = ">=23.2,<24.0"
 pydantic = ">=1,<3"
 PyYAML = ">=5.3"
@@ -2160,13 +2171,13 @@ tiktoken = ">=0.5.2,<0.6.0"
 
 [[package]]
 name = "langsmith"
-version = "0.0.83"
+version = "0.0.84"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langsmith-0.0.83-py3-none-any.whl", hash = "sha256:a5bb7ac58c19a415a9d5f51db56dd32ee2cd7343a00825bbc2018312eb3d122a"},
-    {file = "langsmith-0.0.83.tar.gz", hash = "sha256:94427846b334ad9bdbec3266fee12903fe9f5448f628667689d0412012aaf392"},
+    {file = "langsmith-0.0.84-py3-none-any.whl", hash = "sha256:9ae1ab777018e2174f68e8f53c88e7a7feb8dbf1c458b473644a3d5e22dc1eb7"},
+    {file = "langsmith-0.0.84.tar.gz", hash = "sha256:dd163f89bca14c86759c651a72917c6d45f7dd18435d7bc65dc205a23dd9ec8d"},
 ]
 
 [package.dependencies]
@@ -2445,13 +2456,13 @@ pytz = "*"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.5.4"
+version = "9.5.6"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2469,7 +2480,7 @@ requests = ">=2.26,<3.0"
 
 [package.extras]
 git = ["mkdocs-git-committers-plugin-2 (>=1.1,<2.0)", "mkdocs-git-revision-date-localized-plugin (>=1.2,<2.0)"]
-imaging = ["cairosvg (>=2.6,<3.0)", "pillow (>=9.4,<10.0)"]
+imaging = ["cairosvg (>=2.6,<3.0)", "pillow (>=10.2,<11.0)"]
 recommended = ["mkdocs-minify-plugin (>=0.7,<1.0)", "mkdocs-redirects (>=1.2,<2.0)", "mkdocs-rss-plugin (>=1.6,<2.0)"]
 
 [[package]]
@@ -2694,13 +2705,13 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.9"
+version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
 files = [
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+    {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
+    {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
 ]
 
 [[package]]
@@ -2790,13 +2801,13 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.8.0"
+version = "1.10.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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+    {file = "openai-1.10.0-py3-none-any.whl", hash = "sha256:aa69e97d0223ace9835fbf9c997abe9ee95318f684fd2de6d02c870700c71ebc"},
+    {file = "openai-1.10.0.tar.gz", hash = "sha256:208886cb501b930dc63f48d51db9c15e5380380f80516d07332adad67c9f1053"},
 ]
 
 [package.dependencies]
@@ -2813,13 +2824,13 @@ datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
 [[package]]
 name = "overrides"
-version = "7.6.0"
+version = "7.7.0"
 description = "A decorator to automatically detect mismatch when overriding a method."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -3087,13 +3098,13 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 
 [[package]]
 name = "pluggy"
-version = "1.3.0"
+version = "1.4.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -3205,55 +3216,139 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "1.10.14"
-description = "Data validation and settings management using python type hints"
+version = "2.5.3"
+description = "Data validation using Python type hints"
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 python-versions = ">=3.7"
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 [[package]]
 name = "referencing"
-version = "0.32.1"
+version = "0.33.0"
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 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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 ]
 
 [package.dependencies]
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 typing-extensions = ">=4.6.0"
 
 [package.extras]
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 ]
 
 [package.dependencies]
@@ -4982,4 +5079,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "5baa18446f8b15a414a21f94c73d7b33b89c5cf9dae6c6448f716f9b6667205e"
+content-hash = "2e1a403706955a0200ece1bc6f6ca9e38a200982c2a53b1ffc69544126406043"
diff --git a/pyproject.toml b/pyproject.toml
index a5b49da..1dc2aea 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,7 @@ python-dotenv = "^1.0.0"
 tiktoken = "^0.5.2"
 tqdm = "^4.65.0"
 uvicorn = {extras = ["standard"], version = "^0.26.0"}
-pydantic = ">=1.9.0,<2.0.0"
+pydantic = "^2.5"
 
 [tool.poetry.group.notebooks.dependencies]
 # Packages for notebook development: Jupyter, Pandas, etc.
diff --git a/tests/queries/test_json_parsing.py b/tests/queries/test_json_parsing.py
index 7d3893a..c6bcfd6 100644
--- a/tests/queries/test_json_parsing.py
+++ b/tests/queries/test_json_parsing.py
@@ -84,7 +84,7 @@ class B:
 
 
 def test_json_schema():
-    sch = json_schema.get_json_schema(B)
+    sch = json_schema.get_json_schema(json_schema.get_pydantic_model(B))
     print(json.dumps(sch))
     assert sch == json.loads(B_SCHEMA_DEREF_FULL)
     with pytest.raises(TypeError):
diff --git a/tests/queries/test_json_querying.py b/tests/queries/test_json_querying.py
index a5c96cb..3551b95 100644
--- a/tests/queries/test_json_querying.py
+++ b/tests/queries/test_json_querying.py
@@ -31,7 +31,7 @@ def test_model(q):
         raise Exception()
 
     query_for_json_ex = partial(query_for_json, with_example=with_example)
-
+    print("HERE")
     assert query_for_json_ex(test_model, Foo, "TEST_A") == Foo(z=False)
     assert query_for_json_ex(
         test_model, Foo, "{absent} TEST_B {FORMAT_PROMPT} zzz"