A Tabular Helper API library that wraps common AWS services (DynamoDB, S3, SSM) with a typed, consistent interface built on boto3.
Project description
tha-aws-runner
A Tabular Helper API library that wraps common AWS services (DynamoDB, S3, SSM) with a typed, consistent interface built on boto3.
Install
pip install tha-aws-runner
Quick start
from tha_aws_runner import ThaDdb, ThaS3, ThaSSM
# DynamoDB — fetch a single item by partition key
ddb = ThaDdb(region="us-east-1")
record = ddb.fetch_by_pk("my_table", "pk1", key_name="id", key_type="S")
# {"status": None, "message": None, "pk": "pk1", "table": "my_table", "data": {"name": "Alice"}}
# DynamoDB — batch fetch from CSV rows (uses batch_get_item, chunks at 100, deduplicates)
rows = [{"user_id": "u1", "name": "Alice"}, {"user_id": "u2", "name": "Bob"}]
records = ddb.batch_fetch_by_pk(rows, pk_col="user_id", table_name="users", key_name="user_id", key_type="S")
# {"users": {"u1": {"status": None, "pk": "u1", "table": "users", "data": {"email": "alice@..."}},
# "u2": {"status": "error", "pk": "u2", "table": "users", "data": None}}}
# DynamoDB — multi-table batch fetch (table name comes from each row)
rows = [{"id": "pk1", "tbl": "orders"}, {"id": "pk2", "tbl": "users"}]
records = ddb.batch_fetch_by_pk(rows, pk_col="id", table_name_col="tbl", key_name="id", key_type="S")
# DynamoDB — update a single attribute (commit=True required to execute)
result = ddb.update_by_pk("my_table", "pk1", "id", "S", "status", "S", "active", commit=True)
# {"pk": "pk1", "status": "updated", "old": {...}}
# S3 — upload bytes or a local file (bucket+key or S3 URI)
s3 = ThaS3(region="us-east-1")
s3.upload_file("my-bucket", "data/file.csv", data=b"col1,col2\n1,2", commit=True)
s3.upload_file("my-bucket", "data/file.csv", local_path="/tmp/file.csv", commit=True)
s3.upload_file(uri="s3://my-bucket/data/file.csv", data=b"col1,col2\n1,2", commit=True)
# S3 — download to memory or a local file (bucket+key or S3 URI)
result = s3.download_file("my-bucket", "data/file.csv")
# {"bucket": "my-bucket", "key": "data/file.csv", "status": "downloaded", "bytes": 13, "data": b"..."}
s3.download_file("my-bucket", "data/file.csv", local_path="/tmp/out.csv")
s3.download_file(uri="s3://my-bucket/data/file.csv", local_path="/tmp/out.csv")
# S3 — batch download from CSV rows, fixed bucket
rows = [{"key": "reports/jan.csv"}, {"key": "reports/feb.csv"}]
results = s3.batch_download(rows, key_col="key", bucket="my-bucket", workers=4)
# S3 — batch download using a full S3 URI column (mixed buckets)
rows = [{"uri": "s3://bucket-a/jan.csv"}, {"uri": "s3://bucket-b/feb.csv"}]
results = s3.batch_download(rows, uri_col="uri")
# S3 — download all files under a prefix to a local directory
results = s3.download_prefix("my-bucket", "reports/2024/", local_dir="/tmp/reports")
# S3 — check whether an object exists
exists = s3.object_exists("my-bucket", "data/file.csv")
exists = s3.object_exists(uri="s3://my-bucket/data/file.csv")
# S3 — copy an object within or between buckets (commit=True required)
result = s3.copy_file("src-bucket", "old/key.csv", "dst-bucket", "new/key.csv", commit=True)
result = s3.copy_file(src_uri="s3://src-bucket/old/key.csv", dst_uri="s3://dst-bucket/new/key.csv", commit=True)
# SSM — read a parameter
ssm = ThaSSM(region="us-east-1")
value = ssm.read_param("/my/app/secret", with_decryption=True)
API
ThaDdb
ThaDdb(
*,
status_cb=None,
mode="app",
region=None,
profile=None,
aws_access_key_id=None,
aws_secret_access_key=None,
aws_session_token=None,
)
| Method | Description |
|---|---|
fetch_by_pk(table_name, partition_key, *, fields=None, key_name=None, key_type=None, dynamodb=None) |
Fetch a single item by partition key via get_item. Returns {status, message, pk, table, data}. status is None (item found) or "error" (item missing or AWS error). Pass fields={"attr": "DDB_TYPE"} (e.g. {"name": "S", "age": "N"}) to extract specific typed attributes; without it all attributes are returned. table_name accepts a full DynamoDB table ARN (arn:aws:dynamodb:…:table/MyTable) — the table name is extracted automatically. |
batch_fetch_by_pk(rows, pk_col, *, table_name=None, table_name_col=None, key_name=None, key_type=None, fields=None, workers=1, dynamodb=None) |
Batch-fetch items by partition key via batch_get_item (chunks at 100). Each row must have pk_col. Provide exactly one of table_name (single table) or table_name_col (per-row table). Returns {table: {pk: {status, message, pk, table, data}}}. status is None (found) or "error" (missing or AWS error). Duplicate PKs are deduplicated before the fetch. Pass fields={"attr": "DDB_TYPE"} to extract specific typed attributes; without it all attributes are returned. Chunk-level errors are captured per-chunk; affected PKs get status: "error" while remaining chunks still return data. Pass workers>1 to parallelize chunks across threads. |
update_by_pk(table_name, partition_key, key_name, key_type, update_attr, update_type, update_value, *, increment_attr=None, commit=False, dynamodb=None) |
Update a single attribute with conditional check. Returns {"pk", "status", ...} where status is updated, skipped, error, or dry_run. |
batch_update_by_pk(rows, pk_col, key_name, key_type, update_attr, update_type, value_col, *, table_name=None, table_name_col=None, increment_attr=None, workers=1, commit=False, dynamodb=None) |
Update an attribute for each row in a list. Provide exactly one of table_name (single table) or table_name_col (per-row table). Wraps update_by_pk per row. Pass workers>1 for threading. Returns a list of per-row result dicts. |
batch_delete_by_pk(rows, pk_col, key_name, key_type, *, table_name=None, table_name_col=None, workers=1, commit=False, dynamodb=None) |
Delete an item for each row in a list. Provide exactly one of table_name (single table) or table_name_col (per-row table). Wraps delete_by_pk per row. Pass workers>1 for threading. Returns a list of per-row result dicts. |
batch_write(table_name, items, *, commit=False, dynamodb=None) |
Write up to N items in 25-item chunks with retry. Returns {"written": N} or {"written": N, "status": "dry_run"}. Does not support workers — DDB batch writes serialize deliberately to respect provisioned write throughput and keep retry logic simple. Use batch_update_by_pk with workers for parallel fan-out writes by partition key. |
delete_by_pk(table_name, partition_key, key_name, key_type, *, commit=False, dynamodb=None) |
Delete one item with existence check. Returns {"pk", "status"}. |
All write methods default to commit=False (dry run) — pass commit=True to execute. In dry-run mode the AWS call is skipped and status is "dry_run".
All methods that accept table_name also accept a full DynamoDB table ARN — the table name is extracted automatically.
Scanis intentionally not implemented — it reads every item in a table and burns read capacity proportional to table size. Use raw boto3 for one-off table scans.
GSI (Global Secondary Index) support for
ThaDdbis planned for a future version.
ThaS3
ThaS3(
*,
status_cb=None,
mode="app",
region=None,
profile=None,
aws_access_key_id=None,
aws_secret_access_key=None,
aws_session_token=None,
)
| Method | Description |
|---|---|
upload_file(bucket=None, key=None, *, uri=None, local_path=None, data=None, encoding="utf-8", commit=False, s3=None) |
Upload a local file, raw bytes, or a string to S3. Provide uri or both bucket+key. Provide exactly one of local_path or data. Strings are encoded using encoding. Returns {"bucket", "key", "status", "bytes"}. |
list_files(bucket, prefix="", *, s3=None) |
List all object keys in a bucket under an optional prefix. Returns a list[str] of keys. Paginates automatically. |
delete_file(bucket=None, key=None, *, uri=None, commit=False, s3=None) |
Delete an S3 object. Provide uri or both bucket+key. Returns {"bucket", "key", "status"}. |
download_file(bucket=None, key=None, *, uri=None, local_path=None, encoding=None, s3=None) |
Download an S3 object. Provide uri or both bucket+key. Without local_path, returns data in result["data"] as str (if encoding set) or bytes. With local_path, writes raw bytes to disk. Returns {"bucket", "key", "status", "bytes"}. |
download_prefix(bucket, prefix="", *, local_dir=None, encoding=None, workers=1, s3=None) |
Download all objects under a prefix (lists then batch-downloads). Equivalent to aws s3 cp --recursive. With local_dir, files are written to disk preserving the key path structure. Returns a list[dict] of per-file results. |
batch_download(rows, *, uri_col=None, key_col=None, bucket=None, bucket_col=None, local_dir=None, encoding=None, workers=1, s3=None) |
Download multiple S3 objects from a list of rows. Three modes: (1) uri_col — full s3:// URI per row; (2) key_col + bucket — fixed bucket for all rows; (3) key_col + bucket_col — per-row bucket. With local_dir, files are written to disk preserving the key path structure. Pass workers>1 to parallelize. Returns a list[dict] of per-file results; invalid URIs and download failures are captured per-row as {"status": "error", "message": msg} rather than raising. |
object_exists(bucket=None, key=None, *, uri=None, s3=None) |
Check whether an S3 object exists via head_object. Provide uri or both bucket+key. Returns True if the object exists, False if it returns 404. Re-raises any other AWS error (e.g. 403 Access Denied). |
copy_file(src_bucket=None, src_key=None, dst_bucket=None, dst_key=None, *, src_uri=None, dst_uri=None, commit=False, s3=None) |
Copy an S3 object within or between buckets via copy_object. Provide src_uri/dst_uri or the explicit bucket+key pairs. Returns {"src_bucket", "src_key", "dst_bucket", "dst_key", "status"}. |
All upload_file, download_file, delete_file, object_exists, and copy_file methods accept a full S3 object ARN (arn:aws:s3:::bucket/key) in place of uri. All methods that accept a bucket argument also accept a bucket-only ARN (arn:aws:s3:::bucket) — the bucket name is extracted automatically.
ThaSSM
ThaSSM(
*,
status_cb=None,
mode="app",
region=None,
profile=None,
aws_access_key_id=None,
aws_secret_access_key=None,
aws_session_token=None,
)
| Method | Description |
|---|---|
read_param(path, *, with_decryption=False, ssm=None) |
Fetch a single SSM parameter value as a string. path accepts a full SSM parameter ARN (arn:aws:ssm:…:parameter/my/path) — the path is extracted automatically. |
read_params_by_path(path_prefix, *, with_decryption=False, ssm=None) |
Fetch all parameters under a path prefix recursively. Returns {name: value}. Paginates automatically. |
write_param(path, value, *, param_type="String", overwrite=True, commit=False, ssm=None) |
Write an SSM parameter. Returns {"path", "status"}. path accepts a full SSM parameter ARN — the path is extracted automatically. |
All methods set self.rows to their return value.
mode="cli" enables tqdm progress bars. mode="app" calls status_cb(message) instead.
Threading note: If your runner already parallelizes calls into
ThaDdb/ThaS3(e.g. via your ownThreadPoolExecutor), passworkers=1(the default) to avoid nested thread pools. Use the library'sworkers>1when you have a single batch to process and want the library to manage the parallelism.
Helpers
from tha_aws_runner import (
AWSClients,
cli_auth_check,
current_identity,
parse_arn,
parse_assumed_role_arn,
)
# Get all boto3 clients from one session (supports inline creds or profile)
clients = AWSClients(region="us-east-1", profile="my-profile")
clients = AWSClients(
region="us-east-1",
aws_access_key_id="AKIA...",
aws_secret_access_key="secret",
aws_session_token="token", # optional, for temporary credentials
)
s3 = clients.s3()
# Check the current AWS identity
identity, account_id, role_name, session_name = current_identity(region="us-east-1")
# Guard a script to the expected account/role
if not cli_auth_check(account_id, role_name, "123456789012", "my_role"):
raise SystemExit("Wrong AWS identity")
# Parse any AWS ARN
result = parse_arn("arn:aws:dynamodb:us-east-1:123456789012:table/MyTable")
# {"partition": "aws", "service": "dynamodb", "region": "us-east-1",
# "account_id": "123456789012", "resource_type": "table", "resource_id": "MyTable"}
result = parse_arn("arn:aws:sns:us-east-1:123456789012:MyTopic")
# {"partition": "aws", "service": "sns", ..., "resource_type": None, "resource_id": "MyTopic"}
All three service classes (ThaDdb, ThaS3, ThaSSM) accept the same aws_access_key_id, aws_secret_access_key, and aws_session_token kwargs for inline credential injection alongside the existing profile= option.
Alternatives
- boto3 — the official AWS SDK;
tha-aws-runneris a thin typed convenience layer on top of it - aioboto3 — async boto3 wrapper for async applications
- pynamodb — ORM-style DynamoDB wrapper with model definitions
- aws-lambda-powertools — utilities for Lambda functions including SSM parameter caching
tha-aws-runner is intentionally narrow: no ORM, no async, no Lambda-specific features — just a thin typed wrapper for the most common DynamoDB, S3, and SSM call patterns.
License
MIT
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