From f10cc79662ddeef7fc50a4c76d2e6e95f2a3e3d7 Mon Sep 17 00:00:00 2001 From: Claire Lin Date: Mon, 18 Oct 2021 14:05:06 -0700 Subject: [PATCH 1/2] update screenshots and code --- .../tutorial/advanced-tutorial/types.mdx | 66 +++++++++--------- ...job_custom_types_2_dagit_error_message.png | Bin 0 -> 1015225 bytes .../tutorial/job_custom_types_figure_one.png | Bin 0 -> 962556 bytes .../tutorial/job_custom_types_figure_two.png | Bin 0 -> 965231 bytes .../basics/e04_quality/custom_types.py | 20 ++---- .../basics/e04_quality/custom_types_2.py | 20 ++---- .../basics/e04_quality/custom_types_test.py | 42 ++++------- .../basics/e04_quality/inputs_typed.py | 20 +++--- .../test_cli_invocations.py | 6 +- 9 files changed, 68 insertions(+), 106 deletions(-) create mode 100644 docs/next/public/images/tutorial/job_custom_types_2_dagit_error_message.png create mode 100644 docs/next/public/images/tutorial/job_custom_types_figure_one.png create mode 100644 docs/next/public/images/tutorial/job_custom_types_figure_two.png diff --git a/docs/content-crag/tutorial/advanced-tutorial/types.mdx b/docs/content-crag/tutorial/advanced-tutorial/types.mdx index f229171c25958..ddac5d2cadee3 100644 --- a/docs/content-crag/tutorial/advanced-tutorial/types.mdx +++ b/docs/content-crag/tutorial/advanced-tutorial/types.mdx @@ -1,27 +1,27 @@ --- title: "Advanced: Dagster Types | Dagster" -description: Besides Python 3's typing system, Dagster provides a type system that helps users describe what kind of values their solids accept and produce. +description: Besides Python 3's typing system, Dagster provides a type system that helps users describe what kind of values their ops accept and produce. --- # Advanced: Dagster Types - + -## Verifying Solid Outputs and Inputs +## Verifying Op Outputs and Inputs -Dagster lets developers express what they expect their solid inputs and outputs to look like through [Dagster Types](/\_apidocs/types). +Dagster lets developers express what they expect their op inputs and outputs to look like through [Dagster Types](/\_apidocs/types). -The dagster type system is gradual and optional - pipelines can run without types specified explicitly, and specifying types in some places doesn't require that types be specified everywhere. +The dagster type system is gradual and optional - jobs can run without types specified explicitly, and specifying types in some places doesn't require that types be specified everywhere. -Dagster type-checking happens at solid execution time - each type defines a `type_check_fn` that knows how to check whether values match what it expects. +Dagster type-checking happens at op execution time - each type defines a `type_check_fn` that knows how to check whether values match what it expects. -- When a type is specified for a solid's input, then the type check occurs immediately before the solid is executed. -- When a type is specified for a solid's output, then the type check occurs immediately after the solid is executed. +- When a type is specified for an op's input, then the type check occurs immediately before the op is executed. +- When a type is specified for an op's output, then the type check occurs immediately after the op is executed. -Let's look back at our simple `download_csv` solid. +Let's look back at our simple `download_csv` op. ```python file=/intro_tutorial/basics/e04_quality/inputs_typed.py startafter=start_inputs_typed_marker_0 endbefore=end_inputs_typed_marker_0 -@solid +@op def download_csv(context): response = requests.get("https://docs.dagster.io/assets/cereal.csv") lines = response.text.split("\n") @@ -49,7 +49,7 @@ The `lines` object returned by Python's built-in `csv.DictReader` is a list of ` ] ``` -This is a simple representation of a "data frame", or a table of data. We'd like to be able to use Dagster's type system to type the output of `download_csv`, so that we can do type checking when we construct the pipeline, ensuring that any solid consuming the output of `download_csv` expects to receive data in this format. +This is a simple representation of a "data frame", or a table of data. We'd like to be able to use Dagster's type system to type the output of `download_csv`, so that we can do type checking when we construct the job, ensuring that any op consuming the output of `download_csv` expects to receive data in this format. ### Constructing a Dagster Type @@ -58,9 +58,7 @@ To do this, we'll construct a You can see that the output of `download_csv` (which by default has the name `result`) is marked to be of type `SimpleDataFrame`. @@ -106,10 +104,10 @@ You can see that the output of `download_csv` (which by default has the name `re ### When Type Checks Fail -Now, if our solid logic fails to return the right type, we'll see a type check failure, which will fail the pipeline. Let's replace our `download_csv` solid with the following bad logic: +Now, if our op logic fails to return the right type, we'll see a type check failure, which will fail the job. Let's replace our `download_csv` op with the following bad logic: ```python file=/intro_tutorial/basics/e04_quality/custom_types_2.py startafter=start_custom_types_2_marker_1 endbefore=end_custom_types_2_marker_1 -@solid(output_defs=[OutputDefinition(SimpleDataFrame)]) +@op(out=Out(SimpleDataFrame)) def bad_download_csv(context): response = requests.get("https://docs.dagster.io/assets/cereal.csv") lines = response.text.split("\n") @@ -117,10 +115,10 @@ def bad_download_csv(context): return ["not_a_dict"] ``` -When we run the pipeline with this solid, we'll see an error in your terminal like: +When we run the job with this op, we'll see an error in your terminal like: ```bash -2021-02-05 11:31:46 - dagster - ERROR - custom_type_pipeline - 241c9208-6367-474f-8625-5b64fbf74568 - 25500 - bad_download_csv - STEP_FAILURE - Execution of step "bad_download_csv" failed. +2021-10-18 13:15:37 - dagster - ERROR - custom_type_job - 66d26360-84bc-41a3-8848-fba271354673 - 16200 - bad_download_csv - STEP_FAILURE - Execution of step "bad_download_csv" failed. dagster.core.errors.DagsterTypeCheckDidNotPass: Type check failed for step output "result" - expected type "SimpleDataFrame". ``` @@ -128,10 +126,10 @@ dagster.core.errors.DagsterTypeCheckDidNotPass: Type check failed for step outpu We will also see the error message in Dagit:
@@ -188,10 +186,10 @@ A must Dagit knows how to display and archive structured metadata of this kind for future review:
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z(h@@Uun#GFh|Z}SbRR~_jsrva0mcyn!d{QGj=8o`l5dJj)k_FsU1ImIl!hQCoT9=u z6>NjCpmnkO9bitY@y?HBLw*AZYY Date: Tue, 19 Oct 2021 10:55:47 -0700 Subject: [PATCH 2/2] update snapshots & black --- .../tutorial/advanced-tutorial/types.mdx | 16 ++++++----- .../custom_types_2_dagit_error_message.png | Bin 162035 -> 1015225 bytes .../tutorial/custom_types_figure_one.png | Bin 32594 -> 962556 bytes .../tutorial/custom_types_figure_two.png | Bin 55796 -> 965231 bytes ...job_custom_types_2_dagit_error_message.png | Bin 1015225 -> 0 bytes .../tutorial/job_custom_types_figure_one.png | Bin 962556 -> 0 bytes .../tutorial/job_custom_types_figure_two.png | Bin 965231 -> 0 bytes .../basics/e04_quality/custom_types.py | 4 ++- .../basics/e04_quality/custom_types_2.py | 4 ++- .../basics/e04_quality/custom_types_test.py | 26 ++++++++++++++---- .../basics/e04_quality/inputs_typed.py | 8 ++++-- 11 files changed, 41 insertions(+), 17 deletions(-) delete mode 100644 docs/next/public/images/tutorial/job_custom_types_2_dagit_error_message.png delete mode 100644 docs/next/public/images/tutorial/job_custom_types_figure_one.png delete mode 100644 docs/next/public/images/tutorial/job_custom_types_figure_two.png diff --git a/docs/content-crag/tutorial/advanced-tutorial/types.mdx b/docs/content-crag/tutorial/advanced-tutorial/types.mdx index ddac5d2cadee3..c668aa226dbc1 100644 --- a/docs/content-crag/tutorial/advanced-tutorial/types.mdx +++ b/docs/content-crag/tutorial/advanced-tutorial/types.mdx @@ -58,7 +58,9 @@ To do this, we'll construct a @@ -126,8 +128,8 @@ dagster.core.errors.DagsterTypeCheckDidNotPass: Type check failed for step outpu We will also see the error message in Dagit: @@ -186,8 +188,8 @@ A must Dagit knows how to display and archive structured metadata of this kind for future review: diff --git a/docs/next/public/images/tutorial/custom_types_2_dagit_error_message.png 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