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

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
+
 ```

tests/integration_tests/vectorstores/cassettes/test_elasticsearch/TestElasticsearch.test_custom_index_add_documents.yaml

@@ -1,31 +1,40 @@
 interactions:
 - request:
-    body: '{"input": ["Sharks are a group of elasmobranch fish characterized by a
-      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
-      (6.7 in) in length, to the whale shark (Rhincodon typus), the largest fish in
-      the world, which reaches approximately 12 metres (40 ft) in length. They are
-      found in all seas and are common to depths up to 2,000 metres (6,600 ft). They
-      generally do not live in freshwater, although there are a few known exceptions,
-      such as the bull shark and the river shark, which can be found in both seawater
-      and freshwater.[3] Sharks have a covering of dermal denticles that protects
-      their skin from damage and parasites in addition to improving their fluid dynamics.
-      They have numerous sets of replaceable teeth.\n\nSeveral species are apex predators,
-      which are organisms that are at the top of their food chain. Select examples
-      include the tiger shark, blue shark, great white shark, mako shark, thresher
-      shark, and hammerhead shark.", "Sharks are caught by humans for shark meat or
-      shark fin soup. Many shark populations are threatened by human activities. Since
-      1970, shark populations have been reduced by 71%, mostly from overfishing."],
-      "encoding_format": "base64"}'
+    body: '{"input": [[2059, 7341, 527, 264, 1912, 315, 658, 10753, 677, 81, 3581,
+      7795, 32971, 555, 264, 7558, 321, 351, 61798, 30535, 11, 4330, 311, 8254, 342,
+      484, 1776, 1220, 389, 279, 11314, 315, 279, 2010, 11, 323, 281, 1279, 278, 66079,
+      430, 527, 539, 75754, 311, 279, 2010, 13, 18766, 61535, 527, 21771, 2949, 279,
+      1206, 1037, 24082, 613, 318, 269, 4055, 320, 269, 24082, 613, 3893, 8, 323,
+      527, 279, 13219, 1912, 311, 279, 426, 4428, 42877, 320, 66243, 323, 24890, 570,
+      4427, 8336, 13334, 279, 4751, 330, 939, 847, 1, 439, 459, 42887, 5699, 2737,
+      69918, 3697, 315, 921, 2159, 14172, 339, 9891, 320, 11707, 321, 351, 61798,
+      7795, 8, 449, 264, 44892, 12970, 79612, 11, 1778, 439, 6409, 65, 86815, 82,
+      323, 53265, 582, 276, 17323, 13, 61536, 12970, 523, 2159, 14172, 27520, 598,
+      1778, 439, 2493, 5670, 301, 1815, 323, 25227, 3205, 355, 1176, 9922, 304, 279,
+      60434, 1122, 26572, 320, 19391, 12, 19192, 11583, 705, 3582, 1063, 31376, 1534,
+      523, 2159, 14172, 339, 8503, 12970, 29505, 527, 439, 2362, 439, 279, 36931,
+      31137, 869, 12734, 320, 21209, 12, 14870, 11583, 570, 578, 24417, 6617, 61535,
+      320, 9697, 613, 5493, 8, 527, 3967, 505, 279, 23591, 84474, 11, 922, 220, 1049,
+      11583, 13], [2059, 7341, 2134, 304, 1404, 505, 279, 2678, 50561, 74265, 939,
+      847, 320, 36, 14046, 2985, 46109, 281, 5515, 72, 705, 264, 5655, 9581, 9606,
+      430, 374, 1193, 220, 1114, 2960, 86366, 417, 320, 21, 13, 22, 304, 8, 304, 3160,
+      11, 311, 279, 51119, 44892, 320, 73262, 2910, 77152, 3666, 355, 705, 279, 7928,
+      7795, 304, 279, 1917, 11, 902, 25501, 13489, 220, 717, 37356, 320, 1272, 10702,
+      8, 304, 3160, 13, 2435, 527, 1766, 304, 682, 52840, 323, 527, 4279, 311, 43957,
+      709, 311, 220, 17, 11, 931, 37356, 320, 21, 11, 5067, 10702, 570, 2435, 8965,
+      656, 539, 3974, 304, 80744, 11, 8051, 1070, 527, 264, 2478, 3967, 20157, 11,
+      1778, 439, 279, 17231, 44892, 323, 279, 15140, 44892, 11, 902, 649, 387, 1766,
+      304, 2225, 67329, 977, 323, 80744, 8032, 18, 60, 71923, 617, 264, 18702, 315,
+      2761, 14991, 294, 4351, 645, 430, 36236, 872, 6930, 505, 5674, 323, 79383, 304,
+      5369, 311, 18899, 872, 15962, 30295, 13, 2435, 617, 12387, 7437, 315, 8454,
+      481, 18311, 13, 220, 26778, 9606, 527, 72627, 56217, 11, 902, 527, 44304, 430,
+      527, 520, 279, 1948, 315, 872, 3691, 8957, 13, 8593, 10507, 2997, 279, 52835,
+      44892, 11, 6437, 44892, 11, 2294, 4251, 44892, 11, 296, 29886, 44892, 11, 270,
+      86524, 44892, 11, 323, 24354, 2025, 44892, 13], [2059, 7341, 527, 10791, 555,
+      12966, 369, 44892, 13339, 477, 44892, 1913, 19724, 13, 9176, 44892, 22673, 527,
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+      11293, 555, 220, 6028, 13689, 10213, 505, 927, 69, 11218, 13]], "encoding_format":
+      "base64"}'
     headers:
       Accept:
       - '*/*'
@@ -34,7 +43,7 @@ interactions:
       Connection:
       - keep-alive
       Content-Length:
-      - '2001'
+      - '2675'
       Content-Type:
       - application/json
       User-Agent:
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+        +rpMP92ff/3N/04b/OnrPn7/v5f/mr/rv3/9DwAAAP//AwCq5bGX4SAAAA==
     headers:
       CF-Cache-Status:
       - DYNAMIC
       CF-RAY:
-      - 7b3ba1a41cc19235-FRA
+      - 7b50c215fcf91678-DME
       Connection:
       - keep-alive
       Content-Encoding:
@@ -551,7 +560,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Thu, 06 Apr 2023 17:08:12 GMT
+      - Sun, 09 Apr 2023 06:40:21 GMT
       Server:
       - cloudflare
       Transfer-Encoding:
@@ -563,7 +572,7 @@ interactions:
       openai-organization:
       - own-45h3iv
       openai-processing-ms:
-      - '737'
+      - '14'
       openai-version:
       - '2020-10-01'
       strict-transport-security:
@@ -575,7 +584,7 @@ interactions:
       x-ratelimit-reset-requests:
       - 20ms
       x-request-id:
-      - f2f02f88b1097ce728e4b79198958fde
+      - dfb9f22839291be2e6a38403a0861937
     status:
       code: 200
       message: OK

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:

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"]