diff --git a/README.md b/README.md
index d8ef4d3..04343f6 100644
--- a/README.md
+++ b/README.md
@@ -1,24 +1,24 @@
-# ShroomDK (SDK)
+# Flipside SDK (formerly knowwn as ShroomDK)
-Programmatic access to the most comprehensive blockchain data in Web3, for free. More details on ShroomDK [here](https://sdk.flipsidecrypto.xyz).🥳
+Programmatic access to the most reliable & comprehensive blockchain data in Web3. More details [here](https://data.flipsidecrypto.xyz).🥳
-You've found yourself at the FlipsideCrypto ShroomDK (SDK) repository, the official SDK to programmatically query all of Flipside Crypto's data.
+You've found yourself at the FlipsideCrypto SDK repository, the official SDK to programmatically query all of Flipside Crypto's data.
## 🧩 The Data
-Flipside Crypto's Analytics Team has curated dozens of blockchain data sets with more being added each week. All tables available to query in Flipside's [Visual Query Editor/Dashboard Builder](https://flipside.new) product can be queried programmatically using ShroomDK's suite of SDKs.
+Flipside Crypto's Analytics Team has curated dozens of blockchain data sets with more being added each week. All tables available to query in Flipside's [Data Studio](https://flipside.new) can be queried programmatically via our API and library of SDKs.
## 📖 Official Docs
[https://docs.flipsidecrypto.com/shroomdk-sdk/getting-started](https://docs.flipsidecrypto.com/shroomdk-sdk/getting-started)
-## 🗝 Want access? Mint a ShroomDK NFT to Generate an API Key
+## 🗝 Want access? Genrate an API Key for Free
-More Details at [ShroomDK](https://sdk.flipsidecrypto.xyz)
+Get your [free API key here](https://flipsidecrypto.xyz/api)
## SDKs
| Language | Version | Status |
| ------------------------ | ------- | ---------------------------------------------------------------------------------- |
-| ✅ [JS/TypeScript](./js) | 1.1.1 |  |
-| ✅ [Python](./python/) | 1.0.2 | [](https://github.com/FlipsideCrypto/sdk/actions/workflows/ci_python.yml) |
-| ✅ [R](./r/shroomDK/) | 0.1.1 | available on CRAN |
+| ✅ [Python](./python/) | 2.0.0 | [](https://github.com/FlipsideCrypto/sdk/actions/workflows/ci_python.yml) |
+| ✅ [JS/TypeScript](./js) | Under Construction | |
+| ✅ [R](./r/shroomDK/) | Under Construction | |
diff --git a/python/README.md b/python/README.md
index ba53eb3..dd0349a 100644
--- a/python/README.md
+++ b/python/README.md
@@ -1,14 +1,14 @@
-# Python SDK for ShroomDK, by Flipside Crypto
+# Python SDK for the Flipside API, by Flipside Crypto
[](https://github.com/FlipsideCrypto/sdk/actions/workflows/ci_python.yml)
-ShroomDK (SDK), by Flipside Crypto gives you programmatic query access to the most comprehensive blockchain data sets in Web3, for free. More details on ShroomDK [here](https://sdk.flipsidecrypto.xyz).🥳
+SDK, by Flipside Crypto gives you programmatic query access to the most reliable & comprehensive blockchain data sets in Web3, for free. More details on the SDK/API [here](https://data.flipsidecrypto.xyz).🥳
### Contents:
[📖 Official Docs](https://github.com/FlipsideCrypto/sdk/tree/main/python#-official-docs)
-[🧩 The Data](https://github.com/FlipsideCrypto/sdk/tree/main/python#-the-data)
+[🧩 The Data](https://flipsidecrypto.xyz)
[💾 Install the SDK](https://github.com/FlipsideCrypto/sdk/tree/main/python#-install-the-sdk)
@@ -30,15 +30,13 @@ ShroomDK (SDK), by Flipside Crypto gives you programmatic query access to the mo
[https://docs.flipsidecrypto.com/shroomdk-sdk/sdks/python](https://docs.flipsidecrypto.com/shroomdk-sdk/sdks/python)
## 🧩 The Data
-Flipside Crypto's Analytics Team has curated dozens of blockchain data sets with more being added each week. All tables available to query in Flipside's [Visual Query Editor/Dashboard Builder](https://flipside.new) product can be queried programmatically using ShroomDK.
-
-
+Flipside Crypto's Analytics Team has curated dozens of blockchain data sets with more being added each week. All tables available to query in Flipside's [Data Studio](https://flipside.new) can be queried programmatically using the SDK.
## 💾 Install the SDK
-Python 3.7 and above, is required to use `shroomdk`
+Python 3.7 and above, is required to use the Flipside `SDK`
-If you don't already have an API Key mint one [here](https://sdk.flipsidecrypto.xyz).
+If you don't already have an API Key generate one [here](https://sdk.flipsidecrypto.xyz).
```bash
pip install shroomdk
```
@@ -109,7 +107,7 @@ Now let's execute the query and retrieve the first 5 rows of the result set. Not
```python
query_result_set = sdk.query(
sql,
- ttl_minutes=60,
+ ttl_minutes=30,
cached=True,
timeout_minutes=20,
retry_interval_seconds=1,
@@ -119,24 +117,19 @@ query_result_set = sdk.query(
```
#### Caching
-The results of this query will be cached for 60 minutes since the `ttl_minutes` parameter is set to 60.
+The results of this query will be cached for 30 minutes since the `ttl_minutes` parameter is set to 30.
#### 📄 Pagination
If we wanted to retrieve the next 5 rows of the query result set simply increment the `page_number` to 2 and run:
```python
-query_result_set = sdk.query(
- sql,
- ttl_minutes=60,
- cached=True,
- timeout_minutes=20,
- retry_interval_seconds=1,
- page_size=5,
- page_number=2
+page2_results = sdk.get_query_results(
+ query_result_set.query_id,
+ page_number=2,
+ page_size=5
)
```
-Note! This will not use up your daily query quota since the query results are cached (in accordance with the TTL) and we're not re-running the SQL just retrieving a slice of the overall result set.
-All query runs can return a maximum of 1,000,000 rows and a maximum of 100k records can be returned in a single page.
+All query runs can return a maximum of 1 GB of data.
More details on pagination can be found [here](https://docs.flipsidecrypto.com/shroomdk-sdk/query-pagination).
@@ -185,10 +178,7 @@ print(f"This query took ${elapsed_seconds} seconds to run and returned {record_c
## 🚦 Rate Limits
-Every API key is subject to a rate limit over a moving 5 minute window, as well as an aggregate daily limit.
-
-
-If the limit is reached in a 5 minute period, the sdk will exponentially backoff and retry the query up to the `timeout_minutes` parameter set when calling the `query` method.
+There is no rate limit per API Key, however every query execution second, above the free tier will be billed.
## 🙈 Error Handling
The sdk implements the following errors that can be handled when calling the `query` method:
@@ -242,12 +232,12 @@ except ServerError as e:
print(f"a server-side error has occurred: {e.message}")
```
-### User Error
-`UserError` - occurs when you, the user, submit a bad request to the API. This often occurs when an invalid API Key is used and the SDK is unable to authenticate.
+### Api Error
+`ApiError` - this typically occurs when you, the user, submit a bad request to the API. This often occurs when an invalid API Key is used, or invalid object IDs are used.
```python
-from shroomdk.errors import UserError
+from shroomdk.errors import ApiError
try:
sdk.query(sql)