fix: some imports for integration tests (#2612)

Add more missed imports for integration tests. Bump `pytest` to the current latest version. Fix `tests/integration_tests/vectorstores/test_elasticsearch.py` to update its cassette(easy fix). Related PR: https://github.com/hwchase17/langchain/pull/2560
1 year ago · 4bdcedab54
parent c1521ddbdb
commit 4bdcedab54
8 changed files with 202530 additions and 1297 deletions
--- a/poetry.lock
+++ b/poetry.lock
@ -562,7 +562,7 @@ name = "backoff"
 version = "2.2.1"
 description = "Function decoration for backoff and retry"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.7,<4.0"
 files = [
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@ -936,6 +936,31 @@ files = [
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 ]

+[[package]]
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+version = "0.3.21"
+description = "Chroma."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
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+fastapi = ">=0.85.1"
+hnswlib = ">=0.7"
+numpy = ">=1.21.6"
+pandas = ">=1.3"
+posthog = ">=2.4.0"
+pydantic = ">=1.9"
+requests = ">=2.28"
+sentence-transformers = ">=2.2.2"
+uvicorn = {version = ">=0.18.3", extras = ["standard"]}
+
 [[package]]
 name = "click"
 version = "8.1.3"
@ -951,6 +976,126 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}

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+
 [[package]]
 name = "cohere"
 version = "3.10.0"
@ -1601,7 +1746,7 @@ name = "fastapi"
 version = "0.95.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@ -2242,6 +2387,20 @@ files = [
 [package.dependencies]
 numpy = ">=1.14.5"

+[[package]]
+name = "hnswlib"
+version = "0.7.0"
+description = "hnswlib"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+
+[package.dependencies]
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+
 [[package]]
 name = "hpack"
 version = "4.0.0"
@ -2296,7 +2455,7 @@ name = "httptools"
 version = "0.5.0"
 description = "A collection of framework independent HTTP protocol utils."
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.5.0"
 files = [
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@ -2867,7 +3026,7 @@ name = "joblib"
 version = "1.2.0"
 description = "Lightweight pipelining with Python functions"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@ -3216,6 +3375,17 @@ beautifulsoup4 = ">=4.8.1"
 dnspython = ">=2.0"
 requests = ">=2.20"

+[[package]]
+name = "lit"
+version = "16.0.0"
+description = "A Software Testing Tool"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "livereload"
 version = "2.6.3"
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 [package.extras]
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+[[package]]
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+description = "LZ4 Bindings for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
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+flake8 = ["flake8"]
+tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
+
 [[package]]
 name = "manifest-ml"
 version = "0.0.1"
@ -3470,6 +3690,18 @@ files = [
    {file = "mistune-2.0.5.tar.gz", hash = "sha256:0246113cb2492db875c6be56974a7c893333bf26cd92891c85f63151cee09d34"},
 ]

+[[package]]
+name = "monotonic"
+version = "1.6"
+description = "An implementation of time.monotonic() for Python 2 & < 3.3"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "more-itertools"
 version = "9.1.0"
@ -3482,6 +3714,24 @@ files = [
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 ]

+[[package]]
+name = "mpmath"
+version = "1.3.0"
+description = "Python library for arbitrary-precision floating-point arithmetic"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.extras]
+develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
+docs = ["sphinx"]
+gmpy = ["gmpy2 (>=2.1.0a4)"]
+tests = ["pytest (>=4.6)"]
+
 [[package]]
 name = "multidict"
 version = "6.0.4"
@ -3906,7 +4156,7 @@ name = "networkx"
 version = "2.8.8"
 description = "Python package for creating and manipulating graphs and networks"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
    {file = "networkx-2.8.8-py3-none-any.whl", hash = "sha256:e435dfa75b1d7195c7b8378c3859f0445cd88c6b0375c181ed66823a9ceb7524"},
@ -3940,7 +4190,7 @@ name = "nltk"
 version = "3.8.1"
 description = "Natural Language Toolkit"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
    {file = "nltk-3.8.1-py3-none-any.whl", hash = "sha256:fd5c9109f976fa86bcadba8f91e47f5e9293bd034474752e92a520f81c93dda5"},
@ -4118,7 +4368,7 @@ name = "nvidia-cublas-cu11"
 version = "11.10.3.66"
 description = "CUBLAS native runtime libraries"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3"
 files = [
    {file = "nvidia_cublas_cu11-11.10.3.66-py3-none-manylinux1_x86_64.whl", hash = "sha256:d32e4d75f94ddfb93ea0a5dda08389bcc65d8916a25cb9f37ac89edaeed3bded"},
@ -4129,12 +4379,28 @@ files = [
 setuptools = "*"
 wheel = "*"

+[[package]]
+name = "nvidia-cuda-cupti-cu11"
+version = "11.7.101"
+description = "CUDA profiling tools runtime libs."
+category = "main"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_cuda_cupti_cu11-11.7.101-py3-none-manylinux1_x86_64.whl", hash = "sha256:e0cfd9854e1f2edaa36ca20d21cd0bdd5dcfca4e3b9e130a082e05b33b6c5895"},
+    {file = "nvidia_cuda_cupti_cu11-11.7.101-py3-none-win_amd64.whl", hash = "sha256:7cc5b8f91ae5e1389c3c0ad8866b3b016a175e827ea8f162a672990a402ab2b0"},
+]
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
 [[package]]
 name = "nvidia-cuda-nvrtc-cu11"
 version = "11.7.99"
 description = "NVRTC native runtime libraries"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3"
 files = [
    {file = "nvidia_cuda_nvrtc_cu11-11.7.99-2-py3-none-manylinux1_x86_64.whl", hash = "sha256:9f1562822ea264b7e34ed5930567e89242d266448e936b85bc97a3370feabb03"},
@ -4151,7 +4417,7 @@ name = "nvidia-cuda-runtime-cu11"
 version = "11.7.99"
 description = "CUDA Runtime native Libraries"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3"
 files = [
    {file = "nvidia_cuda_runtime_cu11-11.7.99-py3-none-manylinux1_x86_64.whl", hash = "sha256:cc768314ae58d2641f07eac350f40f99dcb35719c4faff4bc458a7cd2b119e31"},
@ -4167,7 +4433,7 @@ name = "nvidia-cudnn-cu11"
 version = "8.5.0.96"
 description = "cuDNN runtime libraries"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3"
 files = [
    {file = "nvidia_cudnn_cu11-8.5.0.96-2-py3-none-manylinux1_x86_64.whl", hash = "sha256:402f40adfc6f418f9dae9ab402e773cfed9beae52333f6d86ae3107a1b9527e7"},
@ -4178,6 +4444,94 @@ files = [
 setuptools = "*"
 wheel = "*"

+[[package]]
+name = "nvidia-cufft-cu11"
+version = "10.9.0.58"
+description = "CUFFT native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+files = [
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+]
+
+[[package]]
+name = "nvidia-curand-cu11"
+version = "10.2.10.91"
+description = "CURAND native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+files = [
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+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cusolver-cu11"
+version = "11.4.0.1"
+description = "CUDA solver native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
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+description = "CUSPARSE native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
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+[[package]]
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+version = "2.14.3"
+description = "NVIDIA Collective Communication Library (NCCL) Runtime"
+category = "main"
+optional = false
+python-versions = ">=3"
+files = [
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+
+[[package]]
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+version = "11.7.91"
+description = "NVIDIA Tools Extension"
+category = "main"
+optional = false
+python-versions = ">=3"
+files = [
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+
 [[package]]
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 version = "3.2.2"
@ -4913,6 +5267,30 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]

+[[package]]
+name = "posthog"
+version = "2.4.2"
+description = "Integrate PostHog into any python application."
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+python-dateutil = ">2.1"
+requests = ">=2.7,<3.0"
+six = ">=1.5"
+
+[package.extras]
+dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
+sentry = ["django", "sentry-sdk"]
+test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint", "pytest"]
+
 [[package]]
 name = "pox"
 version = "0.3.2"
@ -5552,18 +5930,17 @@ files = [

 [[package]]
 name = "pytest"
-version = "7.2.2"
+version = "7.3.0"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
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 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}

 [package.extras]
-testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]

 [[package]]
 name = "pytest-asyncio"
@ -5932,14 +6309,14 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}

 [[package]]
 name = "qdrant-client"
-version = "1.1.2"
+version = "1.1.3"
 description = "Client library for the Qdrant vector search engine"
 category = "main"
 optional = true
 python-versions = ">=3.7,<3.12"
 files = [
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 [package.dependencies]
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 version = "1.2.2"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
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@ -6321,7 +6698,7 @@ name = "scipy"
 version = "1.9.3"
 description = "Fundamental algorithms for scientific computing in Python"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
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@ -6377,7 +6754,7 @@ name = "sentence-transformers"
 version = "2.2.2"
 description = "Multilingual text embeddings"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.6.0"
 files = [
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@ -6400,7 +6777,7 @@ name = "sentencepiece"
 version = "0.1.97"
 description = "SentencePiece python wrapper"
 category = "main"
-optional = true
+optional = false
 python-versions = "*"
 files = [
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 version = "0.26.1"
 description = "The little ASGI library that shines."
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]

+[[package]]
+name = "sympy"
+version = "1.11.1"
+description = "Computer algebra system (CAS) in Python"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
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 [[package]]
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@ -7438,7 +7830,7 @@ name = "threadpoolctl"
 version = "3.1.0"
 description = "threadpoolctl"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
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 version = "0.3.3"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 category = "main"
-optional = true
+optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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+version = "2.0.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 category = "main"
-optional = true
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+optional = false
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 requests = "*"
-torch = "1.13.1"
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 [package.extras]
 scipy = ["scipy"]
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 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow"]

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 [[package]]
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 version = "0.7.0"
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 description = "The lightning-fast ASGI server."
 category = "main"
-optional = true
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 python-versions = ">=3.7"
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 description = "Fast implementation of asyncio event loop on top of libuv"
 category = "main"
-optional = true
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 python-versions = ">=3.7"
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 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
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+]
+
+[package.dependencies]
+cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
+
+[package.extras]
+cffi = ["cffi (>=1.11)"]
+
 [extras]
 all = ["aleph-alpha-client", "anthropic", "beautifulsoup4", "cohere", "deeplake", "elasticsearch", "faiss-cpu", "google-api-python-client", "google-search-results", "huggingface_hub", "jina", "jinja2", "manifest-ml", "networkx", "nlpcloud", "nltk", "nomic", "openai", "opensearch-py", "pgvector", "pinecone-client", "psycopg2-binary", "pyowm", "pypdf", "qdrant-client", "redis", "sentence-transformers", "spacy", "tensorflow-text", "tiktoken", "torch", "transformers", "weaviate-client", "wikipedia", "wolframalpha"]
 cohere = ["cohere"]
@ -8655,4 +9167,4 @@ qdrant = ["qdrant-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<4.0"
-content-hash = "56e8666167102cc23b605c8d91b26a62c0858216637cc281b866315da766ad71"
+content-hash = "a8fde2558f92b4c5ec1dce45f830adc6158dd2cf8c425a34a06523ee8e74487d"
--- a/pyproject.toml
+++ b/pyproject.toml
@ -28,7 +28,7 @@ spacy = {version = "^3", optional = true}
 nltk = {version = "^3", optional = true}
 transformers = {version = "^4", optional = true}
 beautifulsoup4 = {version = "^4", optional = true}
-torch = {version = "^1", optional = true}
+torch = {version = "^2", optional = true}
 jinja2 = {version = "^3", optional = true}
 tiktoken = {version = "^0.3.2", optional = true, python="^3.9"}
 pinecone-client = {version = "^2", optional = true}
@ -75,7 +75,7 @@ linkchecker = "^10.2.1"
 sphinx-copybutton = "^0.5.1"

 [tool.poetry.group.test.dependencies]
-pytest = "^7.2.0"
+pytest = "^7.3.0"
 pytest-cov = "^4.0.0"
 pytest-dotenv = "^0.5.2"
 duckdb-engine = "^0.7.0"
@ -88,16 +88,19 @@ pytest-asyncio = "^0.20.3"
 optional = true

 [tool.poetry.group.test_integration.dependencies]
-openai = "^0.27.4"
-elasticsearch = {extras = ["async"], version = "^8.6.2"}
 pytest-vcr = "^1.0.2"
 wrapt = "^1.15.0"
+openai = "^0.27.4"
+elasticsearch = {extras = ["async"], version = "^8.6.2"}
 redis = "^4.5.4"
 pinecone-client = "^2.2.1"
 pgvector = "^0.1.6"
 transformers = "^4.27.4"
 pandas = "^2.0.0"
 deeplake = "^3.2.21"
+torch = "^2.0.0"
+chromadb = "^0.3.21"
+tiktoken = "^0.3.3"

 [tool.poetry.group.lint.dependencies]
 ruff = "^0.0.249"
--- a/tests/README.md
+++ b/tests/README.md
@ -27,7 +27,7 @@ Any new dependencies should be added by running:

 ```bash
 # add package and install it after adding:
-poetry add deeplake --group "test_integration" && poetry install --with test_integration
+poetry add tiktoken@latest --group "test_integration" && poetry install --with test_integration
 ```

 Before running any tests, you should start a specific Docker container that has all the
@ -55,4 +55,12 @@ new cassettes. Here's an example:

 ```bash
 pytest tests/integration_tests/vectorstores/test_elasticsearch.py --vcr-record=none
+```
+
+### Run some tests with coverage:
+
+```bash
+pytest tests/integration_tests/vectorstores/test_elasticsearch.py --cov=langchain --cov-report=html
+start "" htmlcov/index.html || open htmlcov/index.html
+
 ```
--- a/tests/integration_tests/vectorstores/cassettes/test_elasticsearch/TestElasticsearch.test_custom_index_add_documents.yaml
+++ b/tests/integration_tests/vectorstores/cassettes/test_elasticsearch/TestElasticsearch.test_custom_index_add_documents.yaml
@ -1,31 +1,40 @@
 interactions:
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-      cartilaginous skeleton, five to seven gill slits on the sides of the head, and
-      pectoral fins that are not fused to the head. Modern sharks are classified within
-      the clade Selachimorpha (or Selachii) and are the sister group to the Batoidea
-      (rays and kin). Some sources extend the term \"shark\" as an informal category
-      including extinct members of Chondrichthyes (cartilaginous fish) with a shark-like
-      morphology, such as hybodonts and xenacanths. Shark-like chondrichthyans such
-      as Cladoselache and Doliodus first appeared in the Devonian Period (419-359
-      Ma), though some fossilized chondrichthyan-like scales are as old as the Late
-      Ordovician (458-444 Ma). The oldest modern sharks (selachians) are known from
-      the Early Jurassic, about 200 Ma.", "Sharks range in size from the small dwarf
-      lanternshark (Etmopterus perryi), a deep sea species that is only 17 centimetres
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-      such as the bull shark and the river shark, which can be found in both seawater
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-      their skin from damage and parasites in addition to improving their fluid dynamics.
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-      which are organisms that are at the top of their food chain. Select examples
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-      1970, shark populations have been reduced by 71%, mostly from overfishing."],
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    headers:
      Accept:
      - '*/*'
@ -34,7 +43,7 @@ interactions:
      Connection:
      - keep-alive
      Content-Length:
-      - '2001'
+      - '2675'
      Content-Type:
      - application/json
      User-Agent:
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      code: 200
      message: OK
--- a/tests/integration_tests/vectorstores/cassettes/test_elasticsearch/TestElasticsearch.test_custom_index_from_documents.yaml
+++ b/tests/integration_tests/vectorstores/cassettes/test_elasticsearch/TestElasticsearch.test_custom_index_from_documents.yaml
--- a/tests/integration_tests/vectorstores/cassettes/test_elasticsearch/TestElasticsearch.test_default_index_from_documents.yaml
+++ b/tests/integration_tests/vectorstores/cassettes/test_elasticsearch/TestElasticsearch.test_default_index_from_documents.yaml
--- a/tests/integration_tests/vectorstores/docker-compose/elasticsearch.yml
+++ b/tests/integration_tests/vectorstores/docker-compose/elasticsearch.yml
@ -2,26 +2,22 @@ version: "3"

 services:
  elasticsearch:
-    image: docker.elastic.co/elasticsearch/elasticsearch:8.7.0
+    image: docker.elastic.co/elasticsearch/elasticsearch:8.7.0 # https://www.docker.elastic.co/r/elasticsearch/elasticsearch
    environment:
      - discovery.type=single-node
-      - xpack.security.enabled=false
+      - xpack.security.enabled=false # security has been disabled, so no login or password is required.
      - xpack.security.http.ssl.enabled=false
-      - ELASTIC_PASSWORD=password
    ports:
      - "9200:9200"
    healthcheck:
      test: [ "CMD-SHELL", "curl --silent --fail http://localhost:9200/_cluster/health || exit 1" ]
-      interval: 1s
-      retries: 360
+      interval: 10s
+      retries: 60

  kibana:
    image: docker.elastic.co/kibana/kibana:8.7.0
    environment:
      - ELASTICSEARCH_URL=http://elasticsearch:9200
-      - ELASTICSEARCH_USERNAME=kibana_system
-      - ELASTICSEARCH_PASSWORD=password
-      - KIBANA_PASSWORD=password
    ports:
      - "5601:5601"
    healthcheck:
--- a/tests/integration_tests/vectorstores/test_elasticsearch.py
+++ b/tests/integration_tests/vectorstores/test_elasticsearch.py
@ -8,9 +8,7 @@ import pytest
 from elasticsearch import Elasticsearch

 from langchain.docstore.document import Document
-from langchain.document_loaders import TextLoader
 from langchain.embeddings import OpenAIEmbeddings
-from langchain.text_splitter import CharacterTextSplitter
 from langchain.vectorstores.elastic_vector_search import ElasticVectorSearch
 from tests.integration_tests.vectorstores.fake_embeddings import FakeEmbeddings

@ -45,16 +43,6 @@ class TestElasticsearch:

        yield openai_api_key

-    @pytest.fixture(scope="class")
-    def documents(self) -> Generator[List[Document], None, None]:
-        """Return a generator that yields a list of documents."""
-        text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
-
-        documents = TextLoader(
-            os.path.join(os.path.dirname(__file__), "fixtures", "sharks.txt")
-        ).load()
-        yield text_splitter.split_documents(documents)
-
    def test_similarity_search_without_metadata(self, elasticsearch_url: str) -> None:
        """Test end to end construction and search without metadata."""
        texts = ["foo", "bar", "baz"]