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some connectors and ingestors added #11

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f7cd091
some connectors and ingestors added
the-non-expert Aug 13, 2023
cfa6060
Merge branch 'main' of https://github.com/Querent-ai/querent-ai into …
the-non-expert Aug 14, 2023
4473874
Merge branch 'main' of https://github.com/Querent-ai/querent-ai into …
the-non-expert Aug 15, 2023
2eb30d8
Merge branch 'main' of https://github.com/Querent-ai/querent-ai into …
the-non-expert Aug 16, 2023
a6c47f2
aws collecter + tests
the-non-expert Aug 17, 2023
d69451d
Merge branch 'main' of https://github.com/Querent-ai/querent-ai into …
the-non-expert Aug 17, 2023
ca054f8
webscaper added to the determine backend function in the resolver.
the-non-expert Aug 17, 2023
66328e2
gcs collector and tests added.
the-non-expert Aug 18, 2023
c532bcd
Adding test cases for webscrapping
Ansh5461 Aug 19, 2023
ede0117
Added test cases for webscrapper
Ansh5461 Aug 19, 2023
3f0c2da
Merge branch 'main' of https://github.com/Querent-ai/querent-ai into …
the-non-expert Aug 29, 2023
c1e6ac8
Merge branch 'ayush' of https://github.com/Querent-ai/querent-ai into…
the-non-expert Aug 29, 2023
0ae1439
chenging grpc to gcs
the-non-expert Aug 29, 2023
7b186b8
tests for gcs, aws and webscaper
the-non-expert Aug 30, 2023
d14d900
dependency changes
the-non-expert Aug 31, 2023
70579fa
dependancy added.
the-non-expert Aug 31, 2023
938a81c
dependancy added v2
the-non-expert Aug 31, 2023
b419e2d
clean up
the-non-expert Aug 31, 2023
048c11c
path changed
the-non-expert Aug 31, 2023
283a07e
clean up.
the-non-expert Aug 31, 2023
88f0a03
Merge branch 'main' of https://github.com/Querent-ai/querent-ai into …
the-non-expert Aug 31, 2023
452f0da
credentials changed to env variables for gcs
the-non-expert Sep 2, 2023
ef308a0
setting up the env variables for credentials for aws and gcs
the-non-expert Sep 2, 2023
8a9dea5
aws collector and tests modified
the-non-expert Sep 6, 2023
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137 changes: 137 additions & 0 deletions querent/collectors/aws/aws_collector.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,137 @@
# import asyncio
# from typing import AsyncGenerator

# import aiofiles
# from querent.config.collector_config import CollectorBackend, S3CollectConfig
# from querent.collectors.collector_base import Collector
# from querent.collectors.collector_factory import CollectorFactory
# from querent.collectors.collector_result import CollectorResult
# from querent.common.uri import Uri
# import aiohttp
# import aiobotocore
# from aiobotocore.session import get_session


# class AWSCollector(Collector):
# def __init__(self, config: S3CollectConfig):
# self.bucket_name = config.bucket
# self.region = config.region
# self.access_key = config.access_key
# self.secret_key = config.secret_key
# self.chunk_size = config.chunk

# # async def connect(self):
# # # session = aiobotocore.get_session()
# # # self.s3_client = session.create_client(
# # # 's3', region_name=self.region, aws_access_key_id=self.access_key, aws_secret_access_key=self.secret_key)
# # session = aiohttp.ClientSession()
# # s3_client = aiobotocore.get_session().create_client(
# # 's3', region_name='self.region')
# # self.s3_client = s3_client

# async def connect(self):
# # session = aiohttp.ClientSession()
# session = get_session()
# async with session:
# async with session.create_client(
# 's3', region_name=self.region,
# aws_secret_access_key=self.secret_key,
# aws_access_key_id=self.access_key) as s3_client:
# self.s3_client = s3_client

# async def disconnect(self):
# await self.session.close()
# await self.s3_client.close()

# async def poll(self) -> AsyncGenerator[CollectorResult, None]:
# async with self.s3_client.list_objects_v2(Bucket=self.bucket_name, Prefix=self.prefix) as response:
# for obj in response.get('Contents', []):
# async with self.download_object(obj['Key']) as file:
# async for chunk in self.read_chunks(file):
# yield CollectorResult({"object_key": obj['Key'], "chunk": chunk})

# async def read_chunks(self, file):
# while True:
# chunk = await file.read(self.chunk_size)
# if not chunk:
# break
# yield chunk

# async def download_object(self, object_key):
# async with aiofiles.open(object_key, 'wb') as file:
# await self.s3_client.download_fileobj(self.bucket_name, object_key, file)


# class AWSCollectorFactory(CollectorFactory):
# def backend(self) -> CollectorBackend:
# return CollectorBackend.S3

# def resolve(self, uri: Uri, config: S3CollectConfig) -> Collector:
# config = S3CollectConfig(bucket='your_bucket_name', region='your_aws_region',
# access_key='your_access_key', secret_key='your_secret_key')
# return AWSCollector(config)


import asyncio
from typing import AsyncGenerator

import aiofiles
from querent.config.collector_config import CollectorBackend, S3CollectConfig
from querent.collectors.collector_base import Collector
from querent.collectors.collector_factory import CollectorFactory
from querent.collectors.collector_result import CollectorResult
from querent.common.uri import Uri
import boto3


class AWSCollector(Collector):
def __init__(self, config: S3CollectConfig):
self.bucket_name = config.bucket
self.region = config.region
self.access_key = config.access_key
self.secret_key = config.secret_key
self.chunk_size = config.chunk
self.s3_client = boto3.client(
's3',
aws_access_key_id=self.access_key,
aws_secret_access_key=self.secret_key,
region_name=self.region
)

async def connect(self):
pass # No asynchronous connection needed for boto3

async def disconnect(self):
pass # No asynchronous disconnect needed for boto3

async def poll(self) -> AsyncGenerator[CollectorResult, None]:
response = self.s3_client.list_objects_v2(
Bucket=self.bucket_name, Prefix=self.prefix)

for obj in response.get('Contents', []):
file = self.download_object(obj['Key'])
async for chunk in self.read_chunks(file):
yield CollectorResult({"object_key": obj['Key'], "chunk": chunk})

async def read_chunks(self, file):
while True:
chunk = await file.read(self.chunk_size)
if not chunk:
break
yield chunk

def download_object(self, object_key):
file_path = object_key # Set your desired file path
self.s3_client.download_file(
self.bucket_name, object_key, file_path)
return open(file_path, 'rb')


class AWSCollectorFactory(CollectorFactory):
def backend(self) -> CollectorBackend:
return CollectorBackend.S3

def resolve(self, uri: Uri, config: S3CollectConfig) -> Collector:
config = S3CollectConfig(bucket='pstreamsbucket1', region='ap-south-1',
access_key='AKIA5ZFZH6CA6LDWIPV5', secret_key='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')
return AWSCollector(config)
12 changes: 11 additions & 1 deletion querent/collectors/collector_resolver.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,6 @@
from typing import Optional
from querent.collectors.gcs.gcs_collector import GCSCollectorFactory
from querent.collectors.aws.aws_collector import AWSCollectorFactory
from querent.collectors.fs.fs_collector import FSCollectorFactory
from querent.collectors.webscaper.web_scraper_collector import WebScraperFactory
from querent.config.collector_config import CollectConfig, CollectorBackend
Expand All @@ -14,7 +16,9 @@ class CollectorResolver:
def __init__(self):
self.collector_factories = {
CollectorBackend.LocalFile: FSCollectorFactory(),
CollectorBackend.S3: AWSCollectorFactory(),
CollectorBackend.WebScraper: WebScraperFactory(),
CollectorBackend.Gcs: GCSCollectorFactory()
# Add other collector factories as needed
}

Expand All @@ -32,7 +36,13 @@ def resolve(self, uri: Uri, config: CollectConfig) -> Optional[Collector]:
def _determine_backend(self, protocol: Protocol) -> CollectorBackend:
if protocol.is_file_storage():
return CollectorBackend.LocalFile
if protocol.is_webscrapper():
elif protocol.is_s3():
return CollectorBackend.S3
elif protocol.is_webscraper():
return CollectorBackend.WebScraper
elif protocol.is_gcs():
return CollectorBackend.Gcs
elif protocol.is_webscraper():
return CollectorBackend.WebScraper
else:
raise CollectorResolverError(
Expand Down
Empty file.
60 changes: 60 additions & 0 deletions querent/collectors/gcs/gcs_collector.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,60 @@
import asyncio
from typing import AsyncGenerator

import aiofiles
from querent.config.collector_config import GcsCollectConfig
from querent.config.collector_config import CollectorBackend
from querent.collectors.collector_base import Collector
from querent.collectors.collector_factory import CollectorFactory
from querent.collectors.collector_result import CollectorResult
from querent.common.uri import Uri
import aiohttp
from google.cloud import storage


class GCSCollector(Collector):
def __init__(self, config: GcsCollectConfig):
self.bucket_name = config.bucket
self.credentials = config.credentials_path
self.chunk_size = config.chunk

async def connect(self):
self.client = storage.Client.from_service_account_json(
self.credentials)
self.bucket = self.client.get_bucket(self.bucket_name)

async def disconnect(self):
if self.client is not None:
self.client.close()

async def poll(self) -> AsyncGenerator[CollectorResult, None]:
blobs = self.bucket.list_blobs()
for blob in blobs:
async with self.download_blob(blob) as file:
async for chunk in self.read_chunks(file):
yield CollectorResult({"object_key": blob.name, "chunk": chunk})

async def read_chunks(self, file):
while True:
chunk = await file.read(self.chunk_size)
if not chunk:
break
yield chunk

async def download_blob(self, blob):
file = aiofiles.open(blob.name, 'wb')
# Manually enter the context manager since aiofiles doesn't natively support async context management
await file.__aenter__()
with blob.open("rb") as blob_file:
await file.write(await blob_file.read())
return file


class GCSCollectorFactory(CollectorFactory):
def backend(self) -> CollectorBackend:
return CollectorBackend.Gcs

def resolve(self, uri: Uri, config: GcsCollectConfig) -> Collector:
config = GcsCollectConfig(
bucket='your_bucket_name', credentials_path='path_to_your_credentials.json')
return GCSCollector(config)
4 changes: 2 additions & 2 deletions querent/collectors/webscaper/web_scraper_collector.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,8 +22,8 @@ async def poll(self):

async def scrape_website(self, website_url: str):
content = WebpageExtractor().extract_with_bs4(website_url)
max_length = len(" ".join(content.split(" ")[:600]))
return CollectedBytes(data=content[:max_length], file=None, error=None)
max_length = len(' '.join(content.split(" ")[:600]))
return CollectedBytes(file=None, data=content[:max_length], error=None)


class WebScraperFactory(CollectorFactory):
Expand Down
10 changes: 5 additions & 5 deletions querent/common/uri.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@
class Protocol(enum.Enum):
Azure = "azure"
File = "file"
Grpc = "grpc"
Gcs = "gcs"
PostgreSQL = "postgresql"
Ram = "ram"
S3 = "s3"
Expand All @@ -21,8 +21,8 @@ def is_azure(self) -> bool:
def is_file(self) -> bool:
return self == Protocol.File

def is_grpc(self) -> bool:
return self == Protocol.Grpc
def is_gcs(self) -> bool:
return self == Protocol.Gcs

def is_postgresql(self) -> bool:
return self == Protocol.PostgreSQL
Expand All @@ -42,7 +42,7 @@ def is_object_storage(self) -> bool:
def is_database(self) -> bool:
return self == Protocol.PostgreSQL

def is_webscrapper(self) -> bool:
def is_webscraper(self) -> bool:
return self == Protocol.Webscraper


Expand Down Expand Up @@ -70,7 +70,7 @@ def extension(self) -> Optional[str]:

@property
def path(self) -> str:
return self.uri[self.protocol_idx + len(self.PROTOCOL_SEPARATOR) :]
return self.uri[self.protocol_idx + len(self.PROTOCOL_SEPARATOR):]

def as_str(self) -> str:
return self.uri
Expand Down
4 changes: 3 additions & 1 deletion querent/config/collector_config.py
Original file line number Diff line number Diff line change
Expand Up @@ -27,6 +27,7 @@ class S3CollectConfig(BaseModel):
region: str
access_key: str
secret_key: str
chunk: int = 1024


class GcsCollectConfig(BaseModel):
Expand Down Expand Up @@ -59,4 +60,5 @@ def from_collect_config(cls, collect_config: CollectConfig):
backend=CollectorBackend.WebScraper, config=WebScraperConfig()
)
else:
raise ValueError(f"Unsupported collector backend: {collect_config.backend}")
raise ValueError(
f"Unsupported collector backend: {collect_config.backend}")
13 changes: 13 additions & 0 deletions querent/config/protean-tooling-368008-8b160be0bb98.json
saraswatpuneet marked this conversation as resolved.
Show resolved Hide resolved
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
{
"type": "service_account",
"project_id": "protean-tooling-368008",
"private_key_id": "8b160be0bb98061457c793d26b4ba45572cfd35b",
"private_key": "-----BEGIN PRIVATE KEY-----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\nWcy7orKon24IyeIeKpcF3A==\n-----END PRIVATE KEY-----\n",
"client_email": "pstreams1@protean-tooling-368008.iam.gserviceaccount.com",
"client_id": "108934245481292748227",
"auth_uri": "https://accounts.google.com/o/oauth2/auth",
"token_uri": "https://oauth2.googleapis.com/token",
"auth_provider_x509_cert_url": "https://www.googleapis.com/oauth2/v1/certs",
"client_x509_cert_url": "https://www.googleapis.com/robot/v1/metadata/x509/pstreams1%40protean-tooling-368008.iam.gserviceaccount.com",
"universe_domain": "googleapis.com"
}
70 changes: 70 additions & 0 deletions querent/connectors/aws_connector.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,70 @@
import boto3
from botocore.exceptions import NoCredentialsError, PartialCredentialsError, BotoCoreError

def initialize_s3_resource():
try:
s3_resource = boto3.resource('s3',
aws_access_key_id='YOUR_ACCESS_KEY',
aws_secret_access_key='YOUR_SECRET_KEY',
region_name='YOUR_REGION')
return s3_resource
except (PartialCredentialsError, BotoCoreError) as e:
print(f"Error initializing S3 resource: {e}")
return None

def list_objects(bucket_name):
try:
s3_resource = initialize_s3_resource()
if s3_resource is None:
return []

bucket = s3_resource.Bucket(bucket_name)
objects = list(bucket.objects.all())
return objects
except BotoCoreError as e:
print(f"Error listing objects: {e}")
return []

def download_file(bucket_name, s3_key, local_path):
try:
s3_resource = initialize_s3_resource()
if s3_resource is None:
return False

s3_resource.Bucket(bucket_name).download_file(s3_key, local_path)
return True
except (BotoCoreError, NoCredentialsError) as e:
print(f"Error downloading file: {e}")
return False

def upload_file(bucket_name, s3_key, local_path):
try:
s3_resource = initialize_s3_resource()
if s3_resource is None:
return False

s3_resource.Bucket(bucket_name).upload_file(local_path, s3_key)
return True
except (BotoCoreError, NoCredentialsError) as e:
print(f"Error uploading file: {e}")
return False

def delete_object(bucket_name, s3_key):
try:
s3_resource = initialize_s3_resource()
if s3_resource is None:
return False

s3_resource.Object(bucket_name, s3_key).delete()
return True
except (BotoCoreError, NoCredentialsError) as e:
print(f"Error deleting object: {e}")
return False

# Usage
bucket_name = 'your-s3-bucket-name'
object_list = list_objects(bucket_name)
for obj in object_list:
print(obj.key)

# Remember to replace 'YOUR_ACCESS_KEY', 'YOUR_SECRET_KEY', and 'YOUR_REGION' with your actual credentials.
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