%global _empty_manifest_terminate_build 0
Name:		python-pinecone-client
Version:	2.2.1
Release:	1
Summary:	Pinecone client and SDK
License:	Proprietary License
URL:		https://www.pinecone.io
Source0:	https://mirrors.nju.edu.cn/pypi/web/packages/25/af/2ea3b6f5498bc4618ad54b03ec00b4a3f2c4eda48839f119ca339984dc01/pinecone-client-2.2.1.tar.gz
BuildArch:	noarch

Requires:	python3-requests
Requires:	python3-pyyaml
Requires:	python3-loguru
Requires:	python3-typing-extensions
Requires:	python3-dnspython
Requires:	python3-dateutil
Requires:	python3-urllib3
Requires:	python3-tqdm
Requires:	python3-numpy
Requires:	python3-grpcio
Requires:	python3-grpc-gateway-protoc-gen-openapiv2
Requires:	python3-googleapis-common-protos
Requires:	python3-lz4
Requires:	python3-protobuf

%description
# pinecone-client
The Pinecone python client

For more information, see the docs at https://www.pinecone.io/docs/

## Installation

Install a released version from pip:
```shell
pip3 install pinecone-client
```

Or the gRPC version of the client for [tuning performance](https://docs.pinecone.io/docs/performance-tuning)

```shell
pip3 install "pinecone-client[grpc]"
```

Or the latest development version:
```shell
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git
```

Or a specific development version:
```shell
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git@example-branch-name
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git@259deff
```

## Creating an index

The following example creates an index without a metadata
configuration. By default, Pinecone indexes all metadata.

```python

import pinecone


pinecone.init(api_key="YOUR_API_KEY",
              environment="us-west1-gcp")

pinecone.create_index("example-index", dimension=1024)
```

The following example creates an index that only indexes
the "color" metadata field. Queries against this index
cannot filter based on any other metadata field.

```python
metadata_config = {
    "indexed": ["color"]
}

pinecone.create_index("example-index-2", dimension=1024,
                      metadata_config=metadata_config)
```

## List indexes

The following example returns all indexes in your project.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

active_indexes = pinecone.list_indexes()
```

## Describe index

The following example returns information about the index `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

index_description = pinecone.describe_index("example-index")

```

## Delete an index

The following example deletes `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

pinecone.delete_index("example-index")
```

## Scale replicas

The following example changes the number of replicas for `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

new_number_of_replicas = 4
pinecone.configure_index("example-index", replicas=new_number_of_replicas)
```

## Describe index statistics

The following example returns statistics about the index `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

index_stats_response = index.describe_index_stats()
```


## Upsert vectors

The following example upserts vectors to `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

upsert_response = index.upsert(
    vectors=[
        ("vec1", [0.1, 0.2, 0.3, 0.4], {"genre": "drama"}),
        ("vec2", [0.2, 0.3, 0.4, 0.5], {"genre": "action"}),
    ],
    namespace="example-namespace"
)
```

## Query an index

The following example queries the index `example-index` with metadata
filtering.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

query_response = index.query(
    namespace="example-namespace",
    top_k=10,
    include_values=True,
    include_metadata=True,
    vector=[0.1, 0.2, 0.3, 0.4],
    filter={
        "genre": {"$in": ["comedy", "documentary", "drama"]}
    }
)
```

## Delete vectors

The following example deletes vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

delete_response = index.delete(ids=["vec1", "vec2"], namespace="example-namespace")
```

## Fetch vectors

The following example fetches vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

fetch_response = index.fetch(ids=["vec1", "vec2"], namespace="example-namespace")
```


## Update vectors

The following example updates vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

update_response = index.update(
    id="vec1",
    values=[0.1, 0.2, 0.3, 0.4],
    set_metadata={"genre": "drama"},
    namespace="example-namespace"
)
```

## Create collection

The following example creates the collection `example-collection` from
`example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY",
              environment="us-west1-gcp")

pinecone.create_collection("example-collection", "example-index")
```

## List collections

The following example returns a list of the collections in the current project.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

active_collections = pinecone.list_collections()
```

## Describe a collection

The following example returns a description of the collection
`example-collection`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

collection_description = pinecone.describe_collection("example-collection")
```

## Delete a collection

The following example deletes the collection `example-collection`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

pinecone.delete_collection("example-collection")
```






%package -n python3-pinecone-client
Summary:	Pinecone client and SDK
Provides:	python-pinecone-client
BuildRequires:	python3-devel
BuildRequires:	python3-setuptools
BuildRequires:	python3-pip
%description -n python3-pinecone-client
# pinecone-client
The Pinecone python client

For more information, see the docs at https://www.pinecone.io/docs/

## Installation

Install a released version from pip:
```shell
pip3 install pinecone-client
```

Or the gRPC version of the client for [tuning performance](https://docs.pinecone.io/docs/performance-tuning)

```shell
pip3 install "pinecone-client[grpc]"
```

Or the latest development version:
```shell
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git
```

Or a specific development version:
```shell
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git@example-branch-name
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git@259deff
```

## Creating an index

The following example creates an index without a metadata
configuration. By default, Pinecone indexes all metadata.

```python

import pinecone


pinecone.init(api_key="YOUR_API_KEY",
              environment="us-west1-gcp")

pinecone.create_index("example-index", dimension=1024)
```

The following example creates an index that only indexes
the "color" metadata field. Queries against this index
cannot filter based on any other metadata field.

```python
metadata_config = {
    "indexed": ["color"]
}

pinecone.create_index("example-index-2", dimension=1024,
                      metadata_config=metadata_config)
```

## List indexes

The following example returns all indexes in your project.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

active_indexes = pinecone.list_indexes()
```

## Describe index

The following example returns information about the index `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

index_description = pinecone.describe_index("example-index")

```

## Delete an index

The following example deletes `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

pinecone.delete_index("example-index")
```

## Scale replicas

The following example changes the number of replicas for `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

new_number_of_replicas = 4
pinecone.configure_index("example-index", replicas=new_number_of_replicas)
```

## Describe index statistics

The following example returns statistics about the index `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

index_stats_response = index.describe_index_stats()
```


## Upsert vectors

The following example upserts vectors to `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

upsert_response = index.upsert(
    vectors=[
        ("vec1", [0.1, 0.2, 0.3, 0.4], {"genre": "drama"}),
        ("vec2", [0.2, 0.3, 0.4, 0.5], {"genre": "action"}),
    ],
    namespace="example-namespace"
)
```

## Query an index

The following example queries the index `example-index` with metadata
filtering.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

query_response = index.query(
    namespace="example-namespace",
    top_k=10,
    include_values=True,
    include_metadata=True,
    vector=[0.1, 0.2, 0.3, 0.4],
    filter={
        "genre": {"$in": ["comedy", "documentary", "drama"]}
    }
)
```

## Delete vectors

The following example deletes vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

delete_response = index.delete(ids=["vec1", "vec2"], namespace="example-namespace")
```

## Fetch vectors

The following example fetches vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

fetch_response = index.fetch(ids=["vec1", "vec2"], namespace="example-namespace")
```


## Update vectors

The following example updates vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

update_response = index.update(
    id="vec1",
    values=[0.1, 0.2, 0.3, 0.4],
    set_metadata={"genre": "drama"},
    namespace="example-namespace"
)
```

## Create collection

The following example creates the collection `example-collection` from
`example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY",
              environment="us-west1-gcp")

pinecone.create_collection("example-collection", "example-index")
```

## List collections

The following example returns a list of the collections in the current project.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

active_collections = pinecone.list_collections()
```

## Describe a collection

The following example returns a description of the collection
`example-collection`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

collection_description = pinecone.describe_collection("example-collection")
```

## Delete a collection

The following example deletes the collection `example-collection`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

pinecone.delete_collection("example-collection")
```






%package help
Summary:	Development documents and examples for pinecone-client
Provides:	python3-pinecone-client-doc
%description help
# pinecone-client
The Pinecone python client

For more information, see the docs at https://www.pinecone.io/docs/

## Installation

Install a released version from pip:
```shell
pip3 install pinecone-client
```

Or the gRPC version of the client for [tuning performance](https://docs.pinecone.io/docs/performance-tuning)

```shell
pip3 install "pinecone-client[grpc]"
```

Or the latest development version:
```shell
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git
```

Or a specific development version:
```shell
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git@example-branch-name
pip3 install git+https://git@github.com/pinecone-io/pinecone-python-client.git@259deff
```

## Creating an index

The following example creates an index without a metadata
configuration. By default, Pinecone indexes all metadata.

```python

import pinecone


pinecone.init(api_key="YOUR_API_KEY",
              environment="us-west1-gcp")

pinecone.create_index("example-index", dimension=1024)
```

The following example creates an index that only indexes
the "color" metadata field. Queries against this index
cannot filter based on any other metadata field.

```python
metadata_config = {
    "indexed": ["color"]
}

pinecone.create_index("example-index-2", dimension=1024,
                      metadata_config=metadata_config)
```

## List indexes

The following example returns all indexes in your project.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

active_indexes = pinecone.list_indexes()
```

## Describe index

The following example returns information about the index `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

index_description = pinecone.describe_index("example-index")

```

## Delete an index

The following example deletes `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

pinecone.delete_index("example-index")
```

## Scale replicas

The following example changes the number of replicas for `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

new_number_of_replicas = 4
pinecone.configure_index("example-index", replicas=new_number_of_replicas)
```

## Describe index statistics

The following example returns statistics about the index `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

index_stats_response = index.describe_index_stats()
```


## Upsert vectors

The following example upserts vectors to `example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

upsert_response = index.upsert(
    vectors=[
        ("vec1", [0.1, 0.2, 0.3, 0.4], {"genre": "drama"}),
        ("vec2", [0.2, 0.3, 0.4, 0.5], {"genre": "action"}),
    ],
    namespace="example-namespace"
)
```

## Query an index

The following example queries the index `example-index` with metadata
filtering.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

query_response = index.query(
    namespace="example-namespace",
    top_k=10,
    include_values=True,
    include_metadata=True,
    vector=[0.1, 0.2, 0.3, 0.4],
    filter={
        "genre": {"$in": ["comedy", "documentary", "drama"]}
    }
)
```

## Delete vectors

The following example deletes vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

delete_response = index.delete(ids=["vec1", "vec2"], namespace="example-namespace")
```

## Fetch vectors

The following example fetches vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

fetch_response = index.fetch(ids=["vec1", "vec2"], namespace="example-namespace")
```


## Update vectors

The following example updates vectors by ID.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")
index = pinecone.Index("example-index")

update_response = index.update(
    id="vec1",
    values=[0.1, 0.2, 0.3, 0.4],
    set_metadata={"genre": "drama"},
    namespace="example-namespace"
)
```

## Create collection

The following example creates the collection `example-collection` from
`example-index`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY",
              environment="us-west1-gcp")

pinecone.create_collection("example-collection", "example-index")
```

## List collections

The following example returns a list of the collections in the current project.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

active_collections = pinecone.list_collections()
```

## Describe a collection

The following example returns a description of the collection
`example-collection`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

collection_description = pinecone.describe_collection("example-collection")
```

## Delete a collection

The following example deletes the collection `example-collection`.

```python
import pinecone

pinecone.init(api_key="YOUR_API_KEY", environment="us-west1-gcp")

pinecone.delete_collection("example-collection")
```






%prep
%autosetup -n pinecone-client-2.2.1

%build
%py3_build

%install
%py3_install
install -d -m755 %{buildroot}/%{_pkgdocdir}
if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi
if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi
if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi
if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi
pushd %{buildroot}
if [ -d usr/lib ]; then
	find usr/lib -type f -printf "/%h/%f\n" >> filelist.lst
fi
if [ -d usr/lib64 ]; then
	find usr/lib64 -type f -printf "/%h/%f\n" >> filelist.lst
fi
if [ -d usr/bin ]; then
	find usr/bin -type f -printf "/%h/%f\n" >> filelist.lst
fi
if [ -d usr/sbin ]; then
	find usr/sbin -type f -printf "/%h/%f\n" >> filelist.lst
fi
touch doclist.lst
if [ -d usr/share/man ]; then
	find usr/share/man -type f -printf "/%h/%f.gz\n" >> doclist.lst
fi
popd
mv %{buildroot}/filelist.lst .
mv %{buildroot}/doclist.lst .

%files -n python3-pinecone-client -f filelist.lst
%dir %{python3_sitelib}/*

%files help -f doclist.lst
%{_docdir}/*

%changelog
* Wed May 10 2023 Python_Bot <Python_Bot@openeuler.org> - 2.2.1-1
- Package Spec generated