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Signed-off-by: Yu Ishikawa <yu-iskw@users.noreply.github.com>
This commit is contained in:
Yu Ishikawa
2024-10-30 09:56:03 +09:00
parent a3d572fb69
commit 81dea65856
122 changed files with 428 additions and 396 deletions
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24
pr_agent/tools/pr_similar_issue.py
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@ -34,9 +34,9 @@ class PRSimilarIssue:
if get_settings().pr_similar_issue.vectordb == "pinecone":
try:
import pandas as pd
import pinecone
from pinecone_datasets import Dataset, DatasetMetadata
import pandas as pd
except:
raise Exception("Please install 'pinecone' and 'pinecone_datasets' to use pinecone as vectordb")
# assuming pinecone api key and environment are set in secrets file
@ -108,10 +108,10 @@ class PRSimilarIssue:
self._update_index_with_issues(issues_to_update, repo_name_for_index, upsert=True)
else:
get_logger().info('No new issues to update')
elif get_settings().pr_similar_issue.vectordb == "lancedb":
try:
import lancedb # import lancedb only if needed
import lancedb # import lancedb only if needed
except:
raise Exception("Please install lancedb to use lancedb as vectordb")
self.db = lancedb.connect(get_settings().lancedb.uri)
@ -173,7 +173,7 @@ class PRSimilarIssue:
self._update_table_with_issues(issues_to_update, repo_name_for_index, ingest=True)
else:
get_logger().info('No new issues to update')
async def run(self):
get_logger().info('Getting issue...')
@ -190,14 +190,14 @@ class PRSimilarIssue:
relevant_issues_number_list = []
relevant_comment_number_list = []
score_list = []
if get_settings().pr_similar_issue.vectordb == "pinecone":
pinecone_index = pinecone.Index(index_name=self.index_name)
res = pinecone_index.query(embeds[0],
top_k=5,
filter={"repo": self.repo_name_for_index},
include_metadata=True).to_dict()
for r in res['matches']:
# skip example issue
if 'example_issue_' in r["id"]:
@ -222,12 +222,12 @@ class PRSimilarIssue:
elif get_settings().pr_similar_issue.vectordb == "lancedb":
res = self.table.search(embeds[0]).where(f"metadata.repo='{self.repo_name_for_index}'", prefilter=True).to_list()
for r in res:
# skip example issue
if 'example_issue_' in r["id"]:
continue
try:
issue_number = int(r["id"].split('.')[0].split('_')[-1])
except:
@ -238,14 +238,14 @@ class PRSimilarIssue:
continue
if issue_number not in relevant_issues_number_list:
relevant_issues_number_list.append(issue_number)
if 'comment' in r["id"]:
relevant_comment_number_list.append(int(r["id"].split('.')[1].split('_')[-1]))
else:
relevant_comment_number_list.append(-1)
score_list.append(str("{:.2f}".format(1-r['_distance'])))
get_logger().info('Done')
get_logger().info('Publishing response...')
similar_issues_str = "### Similar Issues\n___\n\n"
@ -447,14 +447,14 @@ class PRSimilarIssue:
if not ingest:
get_logger().info('Creating table from scratch...')
self.table = self.db.create_table(self.index_name, data=df, mode="overwrite")
time.sleep(15)
time.sleep(15)
else:
get_logger().info('Ingesting in Table...')
if self.index_name not in self.db.table_names():
self.table.add(df)
else:
get_logger().info(f"Table {self.index_name} doesn't exists!")
time.sleep(5)
time.sleep(5)
get_logger().info('Done')